From 313f882d5741a42ca982202b09efa29bdf079362 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 03:01:14 -0400
Subject: [PATCH 001/117] Add Prompt Manager Pro (gpm-core engines + dock)
 integration
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Integrate the "Prompt Manager Pro" tool into the LTX Desktop fork.

gpm-core (frontend/gpm-core/): pure, dependency-free TS engines ported from
the ltx-gpm.jsx prototype — performance (24 emotion families), shot composer,
camera library, workflow builder, and a transport-injected /api/generate
renderer plus the Project->Act->Scene->Beat->Shot IR types.

UI (frontend/components/gpm/): a collapsible dock (Performance Studio, Shot
Setup, Camera, Workflow) plus folder-based Prompts and Images tabs backed by
IndexedDB, schema-compatible with the Grok extension's v1.6 backup (import/
export, prompt thumbnails). Images can be sent or drag-dropped into the LTX
Gen Space input image; Workflow slots bind library images; Inject pushes the
assembled prompt (and first bound image) to the Gen Space prompt box. Adds a
Clear-prompt control and a left-edge close tab.

Integration seams (no entanglement with LTX view internals): new ProjectContext
channels (genSpacePromptInjection, genSpaceInputImagePath, genSpacePromptClear)
consumed by GenSpace; dock mounted via one line in App.tsx.

Dev isolation: electron/app-paths.ts uses a separate userData folder
(LTXDesktopMikeDev) + app name in dev so the fork runs side-by-side with an
installed LTX Desktop. scripts/launch-fork-dev.cmd backs the desktop shortcut.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/app-paths.ts                        |   10 +-
 frontend/App.tsx                             |    3 +
 frontend/components/gpm/PromptManagerPro.tsx | 1004 ++++++++++++++++++
 frontend/components/gpm/gpm-image-file.ts    |   47 +
 frontend/components/gpm/gpm-storage.ts       |  261 +++++
 frontend/contexts/ProjectContext.tsx         |   21 +
 frontend/gpm-core/camera.ts                  |   76 ++
 frontend/gpm-core/index.ts                   |   14 +
 frontend/gpm-core/ir.ts                      |   54 +
 frontend/gpm-core/performance.ts             |  257 +++++
 frontend/gpm-core/renderer.ts                |  129 +++
 frontend/gpm-core/shot.ts                    |   93 ++
 frontend/gpm-core/workflow.ts                |   81 ++
 frontend/views/GenSpace.tsx                  |   41 +
 ltx-gpm.jsx                                  |  950 +++++++++++++++++
 scripts/launch-fork-dev.cmd                  |    6 +
 16 files changed, 3046 insertions(+), 1 deletion(-)
 create mode 100644 frontend/components/gpm/PromptManagerPro.tsx
 create mode 100644 frontend/components/gpm/gpm-image-file.ts
 create mode 100644 frontend/components/gpm/gpm-storage.ts
 create mode 100644 frontend/gpm-core/camera.ts
 create mode 100644 frontend/gpm-core/index.ts
 create mode 100644 frontend/gpm-core/ir.ts
 create mode 100644 frontend/gpm-core/performance.ts
 create mode 100644 frontend/gpm-core/renderer.ts
 create mode 100644 frontend/gpm-core/shot.ts
 create mode 100644 frontend/gpm-core/workflow.ts
 create mode 100644 ltx-gpm.jsx
 create mode 100644 scripts/launch-fork-dev.cmd

diff --git a/electron/app-paths.ts b/electron/app-paths.ts
index 40a361155..493416c6f 100644
--- a/electron/app-paths.ts
+++ b/electron/app-paths.ts
@@ -2,7 +2,15 @@ import { app } from 'electron'
 import path from 'path'
 import os from 'os'
 
-export const APP_FOLDER_NAME = 'LTXDesktop'
+// Dev runs use a separate folder so the fork never collides with an installed
+// LTX Desktop (independent single-instance lock + isolated settings). The dev
+// userData's `models/` is junctioned to the installed app's models, so nothing
+// re-downloads. Packaged builds keep the original folder name.
+export const APP_FOLDER_NAME = app.isPackaged ? 'LTXDesktop' : 'LTXDesktopMikeDev'
+
+if (!app.isPackaged) {
+  app.setName('LTX Desktop Mike (Dev)')
+}
 
 function resolveUserDataPath(): string {
   if (process.platform === 'win32') {
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 23e4de263..372200ce6 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -17,6 +17,7 @@ import { SettingsModal, type SettingsTabId } from './components/SettingsModal'
 import { LogViewer } from './components/LogViewer'
 import { ApiGatewayModal, type ApiGatewaySection } from './components/ApiGatewayModal'
 import { Button } from './components/ui/button'
+import { PromptManagerPro } from './components/gpm/PromptManagerPro'
 
 type SetupState = 'loading' | { needsSetup: boolean; needsLicense: boolean }
 type RequiredModelsGateState = 'checking' | 'missing' | 'ready'
@@ -596,6 +597,8 @@ function AppContent() {
       )}
 
       {restartingOverlay}
+
+      <PromptManagerPro />
     </div>
   )
 }
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
new file mode 100644
index 000000000..ce061853b
--- /dev/null
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -0,0 +1,1004 @@
+/**
+ * Prompt Manager Pro — collapsible dock.
+ *
+ * Real React UI matching the `ltx-gpm.jsx` prototype (C color tokens, tabbed
+ * dock, collapsible Sections with collapse-all), wired to the REAL pure engines
+ * in `@/gpm-core`. Every panel can Copy its assembled prompt or Inject it into
+ * the LTX Gen Space prompt box (via ProjectContext). No generation simulation.
+ */
+import { useEffect, useMemo, useRef, useState } from 'react'
+import {
+  Camera, ChevronRight, Copy, Download, Eraser, Film, Folder, FolderPlus, Image as ImageIcon,
+  Layers, Pencil, Plus, Search, Send, Trash2, Upload, Wand2, X,
+} from 'lucide-react'
+import {
+  PERF_FAMILIES, assemblePerformance, perfLabel, type PerfDelivery,
+  SHOT_PRESETS, SHOT_ANCHORS, buildShotPrompt, type ShotState,
+  CAM_CATS, filterCameraCards, type CameraCategory,
+  WF_ROLES, buildWorkflowPrompt, type WfState, type WfRole,
+} from '@/gpm-core'
+import { useProjects } from '@/contexts/ProjectContext'
+import {
+  type GpmPromptFolder, type GpmImageFolder, type GpmImage, gpmId,
+  loadPromptFolders, savePromptFolders, loadImageFolders, saveImageFolders,
+  loadImages, putImage, deleteImage, exportBackup, importBackup, parseBackup,
+  loadAllPromptThumbs, deletePromptThumb,
+} from './gpm-storage'
+import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE } from './gpm-image-file'
+
+/* Theme tokens sampled from the LTX / GPM screenshots (from the prototype). */
+const C = {
+  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
+  border: '#26262d', borderLt: '#34343d',
+  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
+  blue: '#1f8fff', green: '#28c76f', amber: '#f5a623',
+}
+
+type GpmTab = 'performance' | 'shot' | 'camera' | 'workflow' | 'prompts' | 'images' | 'plates'
+
+interface PerfState {
+  familyIndex: number
+  intensity: number
+  asymmetry: number
+  dialogue: string
+  delivery: PerfDelivery
+}
+
+/* Section open-state shared across the dock, with a global collapse-all. */
+interface SectionCtl {
+  isOpen: (id: string) => boolean
+  toggle: (id: string) => void
+}
+
+/* ---- UI atoms (ported from the prototype) -------------------------------- */
+function Label({ children, className = '' }: { children: React.ReactNode; className?: string }) {
+  return (
+    <div className={`text-[10px] font-semibold uppercase tracking-wider mb-1.5 ${className}`} style={{ color: C.muted }}>
+      {children}
+    </div>
+  )
+}
+
+function Chip({ children }: { children: React.ReactNode }) {
+  return (
+    <span className="px-1 rounded tabular-nums" style={{ background: C.elev, color: C.blue, fontSize: 9 }}>
+      {children}
+    </span>
+  )
+}
+
+function Slider({
+  value, min, max, step, onChange, left, mid, right,
+}: {
+  value: number; min: number; max: number; step: number
+  onChange: (v: number) => void
+  left?: string | number; mid?: string; right?: string | number
+}) {
+  return (
+    <div>
+      <input
+        type="range" min={min} max={max} step={step} value={value}
+        onChange={(e) => onChange(parseFloat(e.target.value))}
+        className="w-full h-1.5 cursor-pointer"
+        style={{ accentColor: C.blue, background: 'transparent' }}
+      />
+      <div className="flex justify-between mt-1 text-[10px] tracking-wide" style={{ color: C.faint }}>
+        <span>{left}</span><span>{mid}</span><span>{right}</span>
+      </div>
+    </div>
+  )
+}
+
+function Section({
+  id, title, ctl, right, children,
+}: {
+  id: string; title: React.ReactNode; ctl: SectionCtl
+  right?: React.ReactNode; children: React.ReactNode
+}) {
+  const open = ctl.isOpen(id)
+  return (
+    <div className="rounded-lg mb-2 overflow-hidden" style={{ border: `1px solid ${C.border}` }}>
+      <button
+        onClick={() => ctl.toggle(id)}
+        className="w-full flex items-center justify-between px-3 py-2.5 text-[11px] font-semibold uppercase tracking-wide"
+        style={{ background: C.card, color: C.text }}
+      >
+        <span className="flex items-center gap-1.5">
+          <ChevronRight size={13} style={{ transform: open ? 'rotate(90deg)' : 'none', transition: 'transform .15s', color: C.muted }} />
+          {title}
+        </span>
+        {right}
+      </button>
+      {open && <div className="p-3" style={{ borderTop: `1px solid ${C.border}` }}>{children}</div>}
+    </div>
+  )
+}
+
+function SearchBar({ value, onChange, placeholder }: { value: string; onChange: (v: string) => void; placeholder: string }) {
+  return (
+    <div className="flex items-center gap-2 rounded-md px-3 py-2" style={{ background: C.card, border: `1px solid ${C.border}` }}>
+      <Search size={14} style={{ color: C.faint }} />
+      <input
+        value={value} onChange={(e) => onChange(e.target.value)} placeholder={placeholder}
+        className="flex-1 bg-transparent outline-none text-xs" style={{ color: C.text }}
+      />
+    </div>
+  )
+}
+
+/* Copy + Inject action row, shared by panels with a single assembled output. */
+function ActionRow({
+  text, onCopy, onInject,
+}: { text: string; onCopy: (t: string) => void; onInject: (t: string) => void }) {
+  const disabled = !text.trim()
+  return (
+    <div className="grid grid-cols-2 gap-2 mt-3">
+      <button
+        onClick={() => onCopy(text)} disabled={disabled}
+        className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-medium disabled:opacity-40"
+        style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+      >
+        <Copy size={13} />Copy prompt
+      </button>
+      <button
+        onClick={() => onInject(text)} disabled={disabled}
+        title="Send the assembled prompt to the LTX Gen Space prompt box"
+        className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
+        style={{ background: C.green, color: '#fff' }}
+      >
+        <Send size={13} />Inject into prompt
+      </button>
+    </div>
+  )
+}
+
+/* ---- Performance Studio --------------------------------------------------- */
+function PerformancePanel({
+  perf, setPerf, ctl, onCopy, onInject,
+}: {
+  perf: PerfState; setPerf: React.Dispatch<React.SetStateAction<PerfState>>
+  ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
+}) {
+  const up = <K extends keyof PerfState>(k: K, v: PerfState[K]) => setPerf((p) => ({ ...p, [k]: v }))
+  const perfOut = useMemo(() => assemblePerformance(perf), [perf])
+  return (
+    <div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>
+        24 emotion families with intensity, asymmetry, dialogue, and delivery pacing
+      </p>
+      <Section id="perf-controls" title="Controls" ctl={ctl}>
+        <Label>Emotion Family</Label>
+        <select
+          value={perf.familyIndex} onChange={(e) => up('familyIndex', parseInt(e.target.value, 10))}
+          className="w-full rounded-md px-3 py-2 text-sm mb-4 outline-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        >
+          {PERF_FAMILIES.map((f, i) => <option key={f.family} value={i}>{f.family}</option>)}
+        </select>
+
+        <div className="flex items-center justify-between">
+          <Label>Intensity <span style={{ color: C.blue }}>{perfLabel(PERF_FAMILIES[perf.familyIndex], perf.intensity)}</span></Label>
+          <span className="text-xs tabular-nums" style={{ color: C.blue }}>{perf.intensity.toFixed(2)}</span>
+        </div>
+        <Slider value={perf.intensity} min={0} max={1} step={0.01} onChange={(v) => up('intensity', v)} left="contained" mid="surfacing" right="breaking" />
+
+        <div className="flex items-center justify-between mt-4">
+          <Label>Asymmetry</Label>
+          <span className="text-xs tabular-nums" style={{ color: C.blue }}>{perf.asymmetry.toFixed(2)}</span>
+        </div>
+        <Slider value={perf.asymmetry} min={0} max={1} step={0.01} onChange={(v) => up('asymmetry', v)} left="symmetric" mid="" right="acted" />
+
+        <div className="mt-4 mb-1 flex items-center gap-2">
+          <Label>Dialogue</Label>
+          {perf.dialogue.trim() && <span className="text-[10px]" style={{ color: C.amber }}>auto-appends lip sync</span>}
+        </div>
+        <textarea
+          value={perf.dialogue} onChange={(e) => up('dialogue', e.target.value)} rows={2}
+          className="w-full rounded-md px-3 py-2 text-sm outline-none resize-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        />
+
+        <Label className="mt-4">Delivery</Label>
+        <select
+          value={perf.delivery} onChange={(e) => up('delivery', e.target.value as PerfDelivery)}
+          className="w-full rounded-md px-3 py-2 text-sm outline-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        >
+          <option value="natural">Natural (let emotion set the pace)</option>
+          <option value="slow">Slow (weigh each word)</option>
+          <option value="halting">Halting (start, stop, search)</option>
+        </select>
+      </Section>
+
+      <Section id="perf-assembled" title={`Assembled · ${perfOut.label}`} ctl={ctl}>
+        <div className="space-y-1.5">
+          {perfOut.layers.map((l) => (
+            <div key={l.k} className="text-[11px] leading-snug">
+              <span className="font-semibold" style={{ color: C.muted }}>{l.k}: </span>
+              <span style={{ color: C.text }}>{l.v}</span>
+            </div>
+          ))}
+        </div>
+      </Section>
+      <ActionRow text={perfOut.text} onCopy={onCopy} onInject={onInject} />
+    </div>
+  )
+}
+
+/* ---- Shot Setup ----------------------------------------------------------- */
+function ShotPanel({
+  shot, setShot, ctl, onCopy, onInject,
+}: {
+  shot: ShotState; setShot: React.Dispatch<React.SetStateAction<ShotState>>
+  ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
+}) {
+  const shotOut = useMemo(() => buildShotPrompt(shot), [shot])
+  const setSlider = (k: 'rot' | 'tilt' | 'zoom', v: number) => setShot((s) => ({ ...s, [k]: v, preset: null }))
+  const toggleAnchor = (id: string) => setShot((s) => ({ ...s, anchors: { ...s.anchors, [id]: !s.anchors[id] } }))
+  const sliders: Array<['rot' | 'tilt' | 'zoom', string, number, number]> = [
+    ['rot', 'Rotate', -90, 90], ['tilt', 'Tilt', -45, 45], ['zoom', 'Zoom', 1, 20],
+  ]
+  return (
+    <div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>
+        Virtual camera composer — a transformation applied to the selected shot's existing frame.
+      </p>
+      <Section id="shot-presets" title="Presets" ctl={ctl}>
+        <div className="grid grid-cols-4 gap-1.5">
+          {SHOT_PRESETS.map((p) => {
+            const active = shot.preset?.name === p.name
+            return (
+              <button
+                key={p.name}
+                onClick={() => setShot({ rot: p.rot, tilt: p.tilt, zoom: p.zoom, preset: p, anchors: shot.anchors })}
+                className="rounded-md py-1.5 text-[10px] flex flex-col items-center gap-0.5"
+                style={{ background: active ? C.blue : C.elev, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
+              >
+                <span style={{ fontSize: 13 }}>{p.icon}</span>{p.name}
+              </button>
+            )
+          })}
+        </div>
+      </Section>
+      <Section id="shot-camera" title="Camera" ctl={ctl}>
+        {sliders.map(([k, lbl, mn, mx]) => (
+          <div key={k} className="mb-3">
+            <div className="flex justify-between"><Label>{lbl}</Label><span className="text-xs tabular-nums" style={{ color: C.blue }}>{shot[k]}</span></div>
+            <Slider value={shot[k]} min={mn} max={mx} step={1} onChange={(v) => setSlider(k, v)} left={mn} mid="" right={mx} />
+          </div>
+        ))}
+      </Section>
+      <Section id="shot-anchors" title="Consistency anchors" ctl={ctl}>
+        <div className="flex flex-wrap gap-1.5">
+          {SHOT_ANCHORS.map((a) => {
+            const on = !!shot.anchors[a.id]
+            return (
+              <button
+                key={a.id} onClick={() => toggleAnchor(a.id)}
+                className="rounded-full px-2.5 py-1 text-[10px]"
+                style={{ background: on ? 'rgba(31,143,255,0.15)' : C.elev, color: on ? C.blue : C.muted, border: `1px solid ${on ? C.blue : C.border}` }}
+              >
+                {a.label}
+              </button>
+            )
+          })}
+        </div>
+      </Section>
+      <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text }}>
+        {shotOut}
+      </div>
+      <ActionRow text={shotOut} onCopy={onCopy} onInject={onInject} />
+    </div>
+  )
+}
+
+/* ---- Camera techniques ---------------------------------------------------- */
+function CameraPanel({
+  search, setSearch, camCat, setCamCat, onInject, flash,
+}: {
+  search: string; setSearch: (v: string) => void
+  camCat: 'All' | CameraCategory; setCamCat: (c: 'All' | CameraCategory) => void
+  onInject: (t: string) => void; flash: (m: string) => void
+}) {
+  const cards = useMemo(() => filterCameraCards(camCat, search), [camCat, search])
+  return (
+    <div>
+      <SearchBar value={search} onChange={setSearch} placeholder="Search camera techniques…" />
+      <div className="flex flex-wrap gap-1.5 my-3">
+        {CAM_CATS.map((cat) => {
+          const active = camCat === cat
+          return (
+            <button
+              key={cat} onClick={() => setCamCat(cat)}
+              className="rounded-full px-2.5 py-1 text-[10px]"
+              style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
+            >
+              {cat}
+            </button>
+          )
+        })}
+      </div>
+      <div className="grid grid-cols-2 gap-2">
+        {cards.map((c) => (
+          <button
+            key={c.id}
+            onClick={() => { onInject(c.phrase); flash(`Injected "${c.label}"`) }}
+            title={c.phrase}
+            className="rounded-lg overflow-hidden text-left transition-transform hover:scale-[1.02]"
+            style={{ border: `1px solid ${C.border}`, background: C.card }}
+          >
+            <div style={{ aspectRatio: '4/3', background: 'linear-gradient(135deg, #2b2620, #14110d)' }} className="flex items-end p-2">
+              <Camera size={14} style={{ color: C.amber, opacity: 0.7 }} />
+            </div>
+            <div className="px-2 py-1.5">
+              <div className="text-[11px] font-semibold uppercase tracking-wide" style={{ color: C.text }}>{c.label}</div>
+            </div>
+          </button>
+        ))}
+      </div>
+    </div>
+  )
+}
+
+/* ---- Workflow ------------------------------------------------------------- */
+function WorkflowPanel({
+  wf, setWf, perfText, ctl, onCopy, onInject, onUseImage, flash,
+}: {
+  wf: WfState; setWf: React.Dispatch<React.SetStateAction<WfState>>; perfText: string
+  ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
+  onUseImage: (img: GpmImage) => void; flash: (m: string) => void
+}) {
+  const wfOut = useMemo(() => buildWorkflowPrompt(wf, perfText), [wf, perfText])
+  const upSlot = (id: string, patch: Partial<WfState['slots'][number]>) =>
+    setWf((w) => ({ ...w, slots: w.slots.map((s) => (s.id === id ? { ...s, ...patch } : s)) }))
+  const addSlot = () =>
+    setWf((w) => ({ ...w, slots: [...w.slots, { id: 's' + Date.now(), role: 'general', note: '', filled: false }] }))
+  const up = <K extends keyof WfState>(k: K, v: WfState[K]) => setWf((w) => ({ ...w, [k]: v }))
+  const filledCount = wf.slots.filter((s) => s.filled).length
+
+  // Bind reference images from the Images library to slots.
+  const [library, setLibrary] = useState<GpmImage[]>([])
+  useEffect(() => { void loadImages().then(setLibrary) }, [])
+  const imgById = useMemo(() => {
+    const m: Record<string, GpmImage> = {}
+    for (const im of library) m[im.id] = im
+    return m
+  }, [library])
+  const [pickerSlot, setPickerSlot] = useState<string | null>(null)
+  const bindImage = (slotId: string, img: GpmImage) => {
+    upSlot(slotId, { imgId: img.id, imgName: img.name, filled: true })
+    setPickerSlot(null)
+  }
+  const unbindImage = (slotId: string) => upSlot(slotId, { imgId: undefined, imgName: undefined, filled: false })
+
+  // Bound images, in slot order. LTX's Gen Space takes a single input image,
+  // so Inject sends the first bound image (and notes if there are more).
+  const boundImages = wf.slots
+    .filter((s): s is typeof s & { imgId: string } => !!s.imgId && !!imgById[s.imgId])
+    .map((s) => imgById[s.imgId])
+  const injectWorkflow = () => {
+    if (wfOut.trim()) onInject(wfOut)
+    if (boundImages.length > 0) {
+      onUseImage(boundImages[0])
+      if (boundImages.length > 1) flash(`Sent 1st of ${boundImages.length} images (LTX takes one input image)`)
+    }
+  }
+
+  return (
+    <div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>
+        Multi-reference assembly — each slot binds an image to a role as <Chip>@imageN</Chip>.
+      </p>
+      <Section
+        id="wf-slots" title={`Reference slots (${filledCount} filled)`} ctl={ctl}
+        right={
+          <span onClick={(e) => { e.stopPropagation(); addSlot() }} className="flex items-center gap-1 text-[10px]" style={{ color: C.blue }}>
+            <Plus size={11} /> Add
+          </span>
+        }
+      >
+        <div className="space-y-2">
+          {wf.slots.map((s, i) => (
+            <div key={s.id} className="rounded-lg p-2 flex gap-2 items-center" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+              <div className="relative w-12 h-12 shrink-0">
+                <button
+                  onClick={() => setPickerSlot(s.id)}
+                  title={s.imgName ? `Bound: ${s.imgName} — click to change` : 'Bind a reference image'}
+                  className="w-12 h-12 rounded flex items-center justify-center overflow-hidden text-[8px] text-center"
+                  style={{ background: s.imgId ? '#000' : 'transparent', border: `1px dashed ${s.imgId ? C.border : C.borderLt}`, color: C.faint }}
+                >
+                  {s.imgId && imgById[s.imgId]
+                    ? (imgById[s.imgId].isVideo
+                        ? <Film size={16} style={{ color: C.amber }} />
+                        : <img src={imgById[s.imgId].dataUrl} alt="" className="w-full h-full object-cover" />)
+                    : <ImageIcon size={15} style={{ color: C.faint }} />}
+                </button>
+                {s.imgId && (
+                  <button
+                    onClick={() => unbindImage(s.id)} title="Unbind image"
+                    className="absolute -top-1.5 -right-1.5 h-4 w-4 flex items-center justify-center rounded-full"
+                    style={{ background: C.card, border: `1px solid ${C.border}`, color: C.muted }}
+                  >
+                    <X size={9} />
+                  </button>
+                )}
+              </div>
+              <div className="flex-1 min-w-0">
+                <div className="flex items-center gap-1.5 mb-1">
+                  <span className="text-[9px] px-1.5 py-0.5 rounded tabular-nums" style={{ background: C.card, color: C.blue }}>@image{i + 1}</span>
+                  <select
+                    value={s.role} onChange={(e) => upSlot(s.id, { role: e.target.value as WfRole })}
+                    className="flex-1 rounded px-1.5 py-1 text-[11px] outline-none"
+                    style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+                  >
+                    {WF_ROLES.map((r) => <option key={r.value} value={r.value}>{r.label}</option>)}
+                  </select>
+                </div>
+                <input
+                  value={s.note} onChange={(e) => upSlot(s.id, { note: e.target.value })} placeholder="note (e.g. STORM)"
+                  className="w-full rounded px-2 py-1 text-[11px] outline-none"
+                  style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+                />
+              </div>
+            </div>
+          ))}
+        </div>
+      </Section>
+
+      <Section id="wf-directive" title="Directive & output" ctl={ctl}>
+        <Label>Directive</Label>
+        <textarea
+          value={wf.directive} onChange={(e) => up('directive', e.target.value)} rows={2}
+          className="w-full rounded-md px-3 py-2 text-sm outline-none resize-none mb-3"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        />
+        <div className="grid grid-cols-2 gap-2">
+          <div>
+            <Label>Aspect</Label>
+            <select
+              value={wf.aspectRatio} onChange={(e) => up('aspectRatio', e.target.value)}
+              className="w-full rounded-md px-2 py-1.5 text-xs outline-none"
+              style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+            >
+              {['16:9', '9:16', '1:1', '2.39:1'].map((a) => <option key={a}>{a}</option>)}
+            </select>
+          </div>
+          <div>
+            <Label>Motion hint</Label>
+            <input
+              value={wf.motionHint} onChange={(e) => up('motionHint', e.target.value)}
+              className="w-full rounded-md px-2 py-1.5 text-xs outline-none"
+              style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+            />
+          </div>
+        </div>
+      </Section>
+
+      <Section id="wf-perf" title="Performance (embedded)" ctl={ctl}>
+        <label className="flex items-center gap-2 text-[11px] cursor-pointer" style={{ color: C.text }}>
+          <input
+            type="checkbox" checked={wf.performance.enabled}
+            onChange={(e) => setWf((w) => ({ ...w, performance: { enabled: e.target.checked } }))}
+            style={{ accentColor: C.blue }}
+          />
+          Append the current Performance Studio prompt to this workflow
+        </label>
+      </Section>
+
+      <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text, minHeight: 44 }}>
+        {wfOut || <span style={{ color: C.faint }}>Fill a slot or write a directive to assemble the prompt…</span>}
+      </div>
+      <div className="grid grid-cols-2 gap-2 mt-3">
+        <button
+          onClick={() => onCopy(wfOut)} disabled={!wfOut.trim()}
+          className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-medium disabled:opacity-40"
+          style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+        >
+          <Copy size={13} />Copy prompt
+        </button>
+        <button
+          onClick={injectWorkflow} disabled={!wfOut.trim() && boundImages.length === 0}
+          title="Inject the prompt and send the first bound image to Gen Space"
+          className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
+          style={{ background: C.green, color: '#fff' }}
+        >
+          <Send size={13} />{boundImages.length > 0 ? `Inject + ${boundImages.length} img` : 'Inject into prompt'}
+        </button>
+      </div>
+
+      {pickerSlot && (
+        <ImagePicker library={library} onPick={(img) => bindImage(pickerSlot, img)} onClose={() => setPickerSlot(null)} />
+      )}
+    </div>
+  )
+}
+
+/* Image library picker overlay for binding a reference image to a slot. */
+function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick: (img: GpmImage) => void; onClose: () => void }) {
+  const [q, setQ] = useState('')
+  const items = library.filter((im) => !q || im.name.toLowerCase().includes(q.trim().toLowerCase()))
+  return (
+    <div className="fixed inset-0 z-[60] flex items-center justify-center p-6" style={{ background: 'rgba(0,0,0,0.6)' }} onClick={onClose}>
+      <div
+        className="w-full max-w-md rounded-xl flex flex-col overflow-hidden"
+        style={{ maxHeight: '80%', background: C.panel, border: `1px solid ${C.borderLt}` }}
+        onClick={(e) => e.stopPropagation()}
+      >
+        <div className="flex items-center justify-between px-4 py-3" style={{ borderBottom: `1px solid ${C.border}` }}>
+          <span className="text-sm font-semibold" style={{ color: C.text }}>Bind reference image</span>
+          <button onClick={onClose} className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><X size={16} /></button>
+        </div>
+        <div className="p-3"><SearchBar value={q} onChange={setQ} placeholder="Search images…" /></div>
+        <div className="flex-1 overflow-y-auto px-3 pb-3">
+          {items.length === 0
+            ? <p className="text-[11px] text-center py-8" style={{ color: C.faint }}>No images in the library. Add some in the Images tab.</p>
+            : (
+              <div className="grid grid-cols-4 gap-2">
+                {items.map((im) => (
+                  <button
+                    key={im.id} onClick={() => onPick(im)} title={im.name}
+                    className="rounded-md overflow-hidden" style={{ aspectRatio: '1', background: '#000', border: `1px solid ${C.border}` }}
+                  >
+                    {im.isVideo
+                      ? <span className="w-full h-full flex items-center justify-center"><Film size={18} style={{ color: C.amber }} /></span>
+                      : <img src={im.dataUrl} alt={im.name} className="w-full h-full object-cover" />}
+                  </button>
+                ))}
+              </div>
+            )}
+        </div>
+      </div>
+    </div>
+  )
+}
+
+function Stub({ title, desc }: { title: string; desc: string }) {
+  return (
+    <div className="rounded-lg p-5 text-center" style={{ background: C.card, border: `1px dashed ${C.borderLt}` }}>
+      <Layers size={22} style={{ color: C.faint, margin: '0 auto 8px' }} />
+      <div className="text-sm font-semibold mb-1" style={{ color: C.text }}>{title}</div>
+      <div className="text-[11px]" style={{ color: C.muted }}>{desc}</div>
+      <div className="text-[10px] mt-3 px-2 py-1 rounded inline-block" style={{ background: C.elev, color: C.faint }}>port pending</div>
+    </div>
+  )
+}
+
+/* ---- Backup (import / export) shared row --------------------------------- */
+function BackupRow({ onAfterImport, flash }: { onAfterImport: () => void; flash: (m: string) => void }) {
+  const fileRef = useRef<HTMLInputElement | null>(null)
+  const doExport = async () => {
+    try {
+      const data = await exportBackup()
+      const url = URL.createObjectURL(new Blob([JSON.stringify(data)], { type: 'application/json' }))
+      const a = document.createElement('a')
+      a.href = url; a.download = `gpm-backup-${new Date().toISOString().slice(0, 10)}.json`
+      a.click(); URL.revokeObjectURL(url)
+      flash('Backup exported')
+    } catch { flash('Export failed') }
+  }
+  const onPick = async (e: React.ChangeEvent<HTMLInputElement>) => {
+    const file = e.target.files?.[0]; e.target.value = ''
+    if (!file) return
+    if (!window.confirm('Import will REPLACE your current Prompt Manager Pro library. Continue?')) return
+    try {
+      const r = await importBackup(parseBackup(await file.text()))
+      onAfterImport()
+      flash(`Imported ${r.promptFolders} folders · ${r.prompts} prompts · ${r.images} images`)
+    } catch (err) { flash('Import failed: ' + (err instanceof Error ? err.message : 'bad file')) }
+  }
+  return (
+    <div className="flex gap-2 mb-3">
+      <button onClick={() => fileRef.current?.click()} className="flex-1 flex items-center justify-center gap-1.5 rounded-md px-2 py-1.5 text-[11px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>
+        <Upload size={12} />Import / Restore
+      </button>
+      <button onClick={doExport} className="flex-1 flex items-center justify-center gap-1.5 rounded-md px-2 py-1.5 text-[11px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>
+        <Download size={12} />Export / Backup
+      </button>
+      <input ref={fileRef} type="file" accept="application/json,.json" className="hidden" onChange={onPick} />
+    </div>
+  )
+}
+
+/* ---- Prompts (folders + cards) ------------------------------------------- */
+function PromptsPanel({
+  ctl, onCopy, onInject, flash,
+}: { ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void; flash: (m: string) => void }) {
+  const [folders, setFolders] = useState<GpmPromptFolder[]>([])
+  const [search, setSearch] = useState('')
+  const [newFolder, setNewFolder] = useState('')
+  const [renameId, setRenameId] = useState<string | null>(null)
+  const [renameVal, setRenameVal] = useState('')
+  const [editId, setEditId] = useState<string | null>(null)
+  const [draft, setDraft] = useState('')
+  const [thumbs, setThumbs] = useState<Record<string, string>>({})
+
+  const reload = () => {
+    void loadPromptFolders().then(setFolders)
+    void loadAllPromptThumbs().then(setThumbs)
+  }
+  useEffect(reload, [])
+
+  const persist = (next: GpmPromptFolder[]) => { setFolders(next); void savePromptFolders(next) }
+  const addFolder = () => { const n = newFolder.trim(); if (!n) return; persist([{ id: gpmId(), name: n, prompts: [] }, ...folders]); setNewFolder('') }
+  const commitRename = (id: string) => { const n = renameVal.trim(); if (n) persist(folders.map((f) => (f.id === id ? { ...f, name: n } : f))); setRenameId(null) }
+  const deleteFolder = (id: string) => { if (window.confirm('Delete this folder and all its prompts?')) persist(folders.filter((f) => f.id !== id)) }
+  const addPrompt = (fid: string) => { const p = { id: gpmId(), text: '' }; persist(folders.map((f) => (f.id === fid ? { ...f, prompts: [p, ...f.prompts] } : f))); setEditId(p.id); setDraft('') }
+  const savePrompt = (fid: string, pid: string) => { persist(folders.map((f) => (f.id === fid ? { ...f, prompts: f.prompts.map((p) => (p.id === pid ? { ...p, text: draft } : p)) } : f))); setEditId(null); flash('Saved') }
+  const deletePrompt = (fid: string, pid: string) => {
+    persist(folders.map((f) => (f.id === fid ? { ...f, prompts: f.prompts.filter((p) => p.id !== pid) } : f)))
+    if (thumbs[pid]) { void deletePromptThumb(pid); setThumbs((t) => { const n = { ...t }; delete n[pid]; return n }) }
+  }
+
+  const q = search.trim().toLowerCase()
+  return (
+    <div>
+      <BackupRow onAfterImport={reload} flash={flash} />
+      <SearchBar value={search} onChange={setSearch} placeholder="Search prompts…" />
+      <div className="flex gap-2 my-3">
+        <input
+          value={newFolder} onChange={(e) => setNewFolder(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') addFolder() }}
+          placeholder="New folder name…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        />
+        <button onClick={addFolder} className="flex items-center gap-1 rounded-md px-3 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}>
+          <FolderPlus size={13} />Add
+        </button>
+      </div>
+      {folders.length === 0 && <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>No folders yet. Create one or Import a backup.</p>}
+      {folders.map((f) => {
+        const cards = f.prompts.filter((p) => !q || p.text.toLowerCase().includes(q))
+        if (q && cards.length === 0) return null
+        return (
+          <Section
+            key={f.id} id={`pf-${f.id}`} ctl={ctl} title={`${f.name} (${f.prompts.length})`}
+            right={
+              <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
+                <Plus size={13} style={{ color: C.blue, cursor: 'pointer' }} onClick={() => addPrompt(f.id)} />
+                <Pencil size={11} style={{ color: C.muted, cursor: 'pointer' }} onClick={() => { setRenameId(f.id); setRenameVal(f.name) }} />
+                <Trash2 size={11} style={{ color: C.muted, cursor: 'pointer' }} onClick={() => deleteFolder(f.id)} />
+              </span>
+            }
+          >
+            {renameId === f.id && (
+              <div className="flex gap-2 mb-2">
+                <input autoFocus value={renameVal} onChange={(e) => setRenameVal(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') commitRename(f.id) }} className="flex-1 rounded px-2 py-1 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+                <button onClick={() => commitRename(f.id)} className="rounded px-2 text-xs" style={{ background: C.blue, color: '#fff' }}>Save</button>
+              </div>
+            )}
+            {cards.length === 0 && <p className="text-[11px]" style={{ color: C.faint }}>No prompts. Use + to add one.</p>}
+            <div className="space-y-2">
+              {cards.map((p) => (
+                <div key={p.id} className="rounded-lg p-2" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+                  {editId === p.id ? (
+                    <>
+                      <textarea autoFocus value={draft} onChange={(e) => setDraft(e.target.value)} rows={4} className="w-full rounded px-2 py-1 text-[11px] outline-none resize-none" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} />
+                      <div className="flex gap-2 mt-1">
+                        <button onClick={() => savePrompt(f.id, p.id)} className="rounded px-2 py-1 text-[10px]" style={{ background: C.blue, color: '#fff' }}>Save</button>
+                        <button onClick={() => setEditId(null)} className="rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}>Cancel</button>
+                      </div>
+                    </>
+                  ) : (
+                    <>
+                      {thumbs[p.id] && (
+                        <img
+                          src={thumbs[p.id]} alt="" loading="lazy"
+                          className="w-full rounded mb-2 object-cover"
+                          style={{ maxHeight: 120, border: `1px solid ${C.border}` }}
+                        />
+                      )}
+                      <div className="text-[11px] leading-snug mb-2" style={{ color: C.text, maxHeight: 66, overflow: 'hidden' }}>
+                        {p.text || <span style={{ color: C.faint }}>(empty)</span>}
+                      </div>
+                      <div className="flex flex-wrap gap-1.5">
+                        <button onClick={() => onInject(p.text)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-semibold" style={{ background: C.green, color: '#fff' }}><Send size={11} />Inject</button>
+                        <button onClick={() => onCopy(p.text)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}><Copy size={11} />Copy</button>
+                        <button onClick={() => { setEditId(p.id); setDraft(p.text) }} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}><Pencil size={11} />Edit</button>
+                        <button onClick={() => deletePrompt(f.id, p.id)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}><Trash2 size={11} />Delete</button>
+                      </div>
+                    </>
+                  )}
+                </div>
+              ))}
+            </div>
+          </Section>
+        )
+      })}
+    </div>
+  )
+}
+
+/* ---- Images (folders + reference library) -------------------------------- */
+function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (t: string) => void; onUse: (img: GpmImage) => void; flash: (m: string) => void }) {
+  const [folders, setFolders] = useState<GpmImageFolder[]>([])
+  const [images, setImages] = useState<GpmImage[]>([])
+  const [newFolder, setNewFolder] = useState('')
+  const [renameId, setRenameId] = useState<string | null>(null)
+  const [renameVal, setRenameVal] = useState('')
+  const targetFolder = useRef<string | null>(null)
+  const fileRef = useRef<HTMLInputElement | null>(null)
+
+  const reload = () => { void loadImageFolders().then(setFolders); void loadImages().then(setImages) }
+  useEffect(reload, [])
+
+  const addFolder = () => {
+    const n = newFolder.trim(); if (!n) return
+    const next = [{ id: gpmId(), name: n }, ...folders]; setFolders(next); void saveImageFolders(next); setNewFolder('')
+  }
+  const commitRename = (id: string) => {
+    const n = renameVal.trim()
+    if (n) { const next = folders.map((f) => (f.id === id ? { ...f, name: n } : f)); setFolders(next); void saveImageFolders(next) }
+    setRenameId(null)
+  }
+  const deleteFolder = (id: string) => {
+    if (!window.confirm('Delete this folder? Images inside are also removed.')) return
+    const next = folders.filter((f) => f.id !== id); setFolders(next); void saveImageFolders(next)
+    images.filter((im) => im.folderId === id).forEach((im) => void deleteImage(im.id))
+    setImages(images.filter((im) => im.folderId !== id))
+  }
+  const pickFor = (folderId: string) => { targetFolder.current = folderId; fileRef.current?.click() }
+  const onFiles = async (e: React.ChangeEvent<HTMLInputElement>) => {
+    const files = Array.from(e.target.files ?? []); e.target.value = ''
+    const folderId = targetFolder.current
+    for (const file of files) {
+      const dataUrl = await new Promise<string>((res, rej) => {
+        const r = new FileReader(); r.onload = () => res(String(r.result)); r.onerror = () => rej(r.error); r.readAsDataURL(file)
+      })
+      const img: GpmImage = { id: gpmId(), name: file.name, folderId, dataUrl, addedAt: Date.now(), isVideo: file.type.startsWith('video') }
+      await putImage(img); setImages((prev) => [img, ...prev])
+    }
+    if (files.length) flash(`Added ${files.length} item(s)`)
+  }
+  const removeImage = (id: string) => { void deleteImage(id); setImages(images.filter((im) => im.id !== id)) }
+
+  const renderGrid = (items: GpmImage[]) => (
+    <div className="grid grid-cols-3 gap-2">
+      {items.map((im) => (
+        <div
+          key={im.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${C.border}`, background: C.card }} title={im.name}
+          draggable={!im.isVideo}
+          onDragStart={(e) => {
+            e.dataTransfer.setData(GPM_IMAGE_DND_TYPE, JSON.stringify({ name: im.name, dataUrl: im.dataUrl }))
+            e.dataTransfer.effectAllowed = 'copy'
+          }}
+        >
+          <div style={{ aspectRatio: '1', background: '#000' }} className="flex items-center justify-center">
+            {im.isVideo
+              ? <Film size={20} style={{ color: C.amber }} />
+              : <img src={im.dataUrl} alt={im.name} className="w-full h-full object-cover" draggable={false} />}
+          </div>
+          <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
+            {!im.isVideo && (
+              <button onClick={() => onUse(im)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
+            )}
+            <button onClick={() => onCopy(im.name)} title="Copy filename" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Copy size={11} /></button>
+            <button onClick={() => removeImage(im.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+          </div>
+        </div>
+      ))}
+    </div>
+  )
+
+  const unassigned = images.filter((im) => !im.folderId || !folders.some((f) => f.id === im.folderId))
+  return (
+    <div>
+      <BackupRow onAfterImport={reload} flash={flash} />
+      <p className="text-[11px] mb-2" style={{ color: C.muted }}>Reference-image library organized in folders ({images.length} items).</p>
+      <div className="flex gap-2 mb-3">
+        <input
+          value={newFolder} onChange={(e) => setNewFolder(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') addFolder() }}
+          placeholder="New image folder…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        />
+        <button onClick={addFolder} className="flex items-center gap-1 rounded-md px-3 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}>
+          <FolderPlus size={13} />Add
+        </button>
+      </div>
+      {folders.length === 0 && unassigned.length === 0 && (
+        <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>No image folders yet. Create one or Import a backup.</p>
+      )}
+      {folders.map((f) => {
+        const items = images.filter((im) => im.folderId === f.id)
+        return (
+          <Section
+            key={f.id} id={`if-${f.id}`} ctl={ctl}
+            title={<span className="flex items-center gap-1.5"><Folder size={12} style={{ color: C.muted }} />{f.name} ({items.length})</span>}
+            right={
+              <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
+                <Plus size={13} style={{ color: C.blue, cursor: 'pointer' }} onClick={() => pickFor(f.id)} />
+                <Pencil size={11} style={{ color: C.muted, cursor: 'pointer' }} onClick={() => { setRenameId(f.id); setRenameVal(f.name) }} />
+                <Trash2 size={11} style={{ color: C.muted, cursor: 'pointer' }} onClick={() => deleteFolder(f.id)} />
+              </span>
+            }
+          >
+            {renameId === f.id && (
+              <div className="flex gap-2 mb-2">
+                <input autoFocus value={renameVal} onChange={(e) => setRenameVal(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') commitRename(f.id) }} className="flex-1 rounded px-2 py-1 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+                <button onClick={() => commitRename(f.id)} className="rounded px-2 text-xs" style={{ background: C.blue, color: '#fff' }}>Save</button>
+              </div>
+            )}
+            {items.length === 0
+              ? <button onClick={() => pickFor(f.id)} className="w-full rounded-md py-3 text-[11px] flex items-center justify-center gap-1.5" style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}><ImageIcon size={14} />Add images</button>
+              : renderGrid(items)}
+          </Section>
+        )
+      })}
+      {unassigned.length > 0 && (
+        <Section id="if-unassigned" ctl={ctl} title={`Unassigned (${unassigned.length})`}>
+          {renderGrid(unassigned)}
+        </Section>
+      )}
+      <input ref={fileRef} type="file" accept="image/*,video/*" multiple className="hidden" onChange={onFiles} />
+    </div>
+  )
+}
+
+/* ---- Dock ----------------------------------------------------------------- */
+function Dock({ onClose }: { onClose: () => void }) {
+  const { setGenSpacePromptInjection, setCurrentTab, setGenSpaceInputImagePath, clearGenSpacePrompt } = useProjects()
+
+  const [gpmTab, setGpmTab] = useState<GpmTab>('performance')
+  const [search, setSearch] = useState('')
+  const [toast, setToast] = useState<string | null>(null)
+  const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
+
+  // Collapsible state shared across tabs + collapse-all.
+  const [sectionsOpen, setSectionsOpen] = useState<Record<string, boolean>>({})
+  const [allOpen, setAllOpen] = useState(true)
+  const toggleAll = () => { setAllOpen((a) => !a); setSectionsOpen({}) }
+  const ctl: SectionCtl = {
+    isOpen: (id) => sectionsOpen[id] ?? allOpen,
+    toggle: (id) => setSectionsOpen((s) => ({ ...s, [id]: !(s[id] ?? allOpen) })),
+  }
+
+  const [perf, setPerf] = useState<PerfState>({
+    familyIndex: 0, intensity: 0.5, asymmetry: 0.25,
+    dialogue: "I don't know how to do this without you.", delivery: 'natural',
+  })
+  const perfText = useMemo(() => assemblePerformance(perf).text, [perf])
+
+  const [shot, setShot] = useState<ShotState>({
+    rot: 35, tilt: -8, zoom: 9, preset: SHOT_PRESETS[1], anchors: { faces: true },
+  })
+
+  const [camCat, setCamCat] = useState<'All' | CameraCategory>('All')
+
+  const [wf, setWf] = useState<WfState>({
+    name: 'Untitled Workflow',
+    slots: [
+      { id: 's1', role: 'character', note: 'STORM', filled: true },
+      { id: 's2', role: 'location', note: 'ruined town', filled: true },
+      { id: 's3', role: 'general', note: '', filled: false },
+    ],
+    directive: 'STORM walks toward camera down the ruined main street, dust drifting.',
+    aspectRatio: '16:9', motionHint: 'slow push-in',
+    performance: { enabled: false },
+  })
+
+  const copyText = (txt: string) => { void navigator.clipboard?.writeText(txt); flash('Copied to clipboard') }
+  const injectIntoPrompt = (txt: string) => {
+    if (!txt.trim()) return
+    setCurrentTab('gen-space')
+    setGenSpacePromptInjection(txt)
+    flash('Injected into prompt')
+  }
+  const sendImageToGenSpace = async (img: GpmImage) => {
+    try {
+      const path = await saveDataUrlToTempFile(img.dataUrl, img.name)
+      setGenSpaceInputImagePath(path)
+      setCurrentTab('gen-space')
+      flash('Image sent to Gen Space')
+    } catch (e) {
+      flash('Send failed: ' + (e instanceof Error ? e.message : 'error'))
+    }
+  }
+
+  const TABS: Array<[GpmTab, string]> = [
+    ['prompts', 'Prompts'], ['images', 'Images'], ['camera', 'Camera'],
+    ['shot', 'Shot Setup'], ['plates', 'Plates'], ['workflow', 'Workflow'],
+  ]
+
+  return (
+    <div
+      className="fixed top-0 right-0 z-[55] h-screen w-[396px] flex flex-col"
+      style={{ background: C.panel, borderLeft: `1px solid ${C.border}`, boxShadow: '-8px 0 24px rgba(0,0,0,0.4)' }}
+    >
+      {/* Side tab on the left edge (centered) to collapse the panel. */}
+      <button
+        onClick={onClose}
+        title="Close Prompt Manager Pro"
+        className="absolute top-1/2 -translate-y-1/2 -left-6 flex items-center justify-center"
+        style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
+      >
+        <ChevronRight size={18} />
+      </button>
+
+      <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
+          <Wand2 size={15} style={{ color: C.blue }} />Prompt Manager Pro
+        </span>
+        <div className="flex items-center gap-2">
+          <button
+            onClick={() => { clearGenSpacePrompt(); flash('Prompt box cleared') }}
+            title="Clear the LTX Gen Space prompt box"
+            className="text-[11px] flex items-center gap-1 px-2 py-1 rounded"
+            style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
+          >
+            <Eraser size={12} />Clear
+          </button>
+          <button
+            onClick={toggleAll} title="Collapse / expand all sections"
+            className="text-[11px] flex items-center gap-1 px-2 py-1 rounded"
+            style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
+          >
+            {allOpen ? '⊟ Collapse all' : '⊞ Expand all'}
+          </button>
+          <button onClick={onClose} className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }} title="Close">
+            <X size={16} />
+          </button>
+        </div>
+      </div>
+
+      <div className="p-3 grid grid-cols-3 gap-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        {TABS.map(([id, lbl]) => {
+          const active = gpmTab === id
+          return (
+            <button
+              key={id} onClick={() => setGpmTab(id)}
+              className="rounded-md py-2 text-xs font-medium transition-colors"
+              style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
+            >
+              {lbl}
+            </button>
+          )
+        })}
+        <button
+          onClick={() => setGpmTab('performance')}
+          className="col-span-3 rounded-md py-2 text-xs font-semibold transition-colors"
+          style={{
+            background: gpmTab === 'performance' ? C.blue : C.card,
+            color: gpmTab === 'performance' ? '#fff' : C.text,
+            border: `1px solid ${gpmTab === 'performance' ? C.blue : C.border}`,
+          }}
+        >
+          Performance Studio
+        </button>
+      </div>
+
+      <div className="flex-1 overflow-y-auto p-4">
+        {gpmTab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
+        {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
+        {gpmTab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
+        {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
+        {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
+        {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
+        {gpmTab === 'plates' && <Stub title="Plates" desc="Panorama → plate workflow. Re-platforms onto the LTX canvas." />}
+      </div>
+
+      {toast && (
+        <div
+          className="absolute left-1/2 bottom-4 -translate-x-1/2 flex items-center gap-2 px-4 py-2.5 rounded-lg text-xs font-medium"
+          style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text, boxShadow: '0 10px 30px rgba(0,0,0,0.5)' }}
+        >
+          {toast}
+        </div>
+      )}
+    </div>
+  )
+}
+
+/* ---- Self-mounting launcher ---------------------------------------------- */
+export function PromptManagerPro() {
+  const [open, setOpen] = useState(true)
+  if (!open) {
+    return (
+      <button
+        onClick={() => setOpen(true)} title="Open Prompt Manager Pro"
+        className="fixed bottom-4 right-4 z-[55] flex items-center gap-1.5 rounded-full px-3.5 py-2 text-xs font-semibold shadow-lg"
+        style={{ background: C.blue, color: '#fff' }}
+      >
+        <Wand2 size={14} />Prompt Manager Pro
+      </button>
+    )
+  }
+  return <Dock onClose={() => setOpen(false)} />
+}
diff --git a/frontend/components/gpm/gpm-image-file.ts b/frontend/components/gpm/gpm-image-file.ts
new file mode 100644
index 000000000..35c7ccad6
--- /dev/null
+++ b/frontend/components/gpm/gpm-image-file.ts
@@ -0,0 +1,47 @@
+/**
+ * Persist a Prompt Manager Pro library image (a dataURL) to a real file on disk
+ * so it can be used as an LTX `imagePath` (Gen Space input image / generation).
+ *
+ * Library images live in IndexedDB as dataURLs; LTX generation needs a file
+ * path. We write the bytes into the app data dir (alongside how the editor
+ * stages temp images) and return the resulting path.
+ */
+
+/** MIME type used to carry a library image across an HTML5 drag onto the
+ *  Gen Space prompt box. The drop handler in GenSpace reads this. */
+export const GPM_IMAGE_DND_TYPE = 'application/x-gpm-image'
+
+export interface GpmDndImage {
+  name: string
+  dataUrl: string
+}
+
+function mimeToExt(mime: string, name: string): string {
+  if (mime.includes('png')) return 'png'
+  if (mime.includes('jpeg') || mime.includes('jpg')) return 'jpg'
+  if (mime.includes('webp')) return 'webp'
+  if (mime.includes('gif')) return 'gif'
+  if (mime.includes('mp4')) return 'mp4'
+  const ext = name.split('.').pop()?.toLowerCase()
+  return ext && ext.length <= 4 ? ext : 'png'
+}
+
+export async function saveDataUrlToTempFile(dataUrl: string, name: string): Promise<string> {
+  const api = window.electronAPI
+  if (!api) throw new Error('electronAPI unavailable')
+  const match = /^data:([^;]+);base64,(.*)$/s.exec(dataUrl)
+  if (!match) throw new Error('Unsupported image data (expected base64 dataURL)')
+  const mime = match[1]
+  const base64 = match[2]
+  const ext = mimeToExt(mime, name)
+
+  // App data dir = the parent of the models dir (mirrors the editor's temp-image staging).
+  const modelsPath = await api.getModelsPath()
+  const baseDir = modelsPath.replace(/[/\\]models$/, '')
+  const safe = (name.replace(/[^a-zA-Z0-9._-]/g, '_') || 'ref').slice(0, 40)
+  const filePath = `${baseDir}/gpm_ref_${Date.now()}_${safe}.${ext}`
+
+  const res = await api.saveFile({ filePath, data: base64, encoding: 'base64' })
+  if (!res.success) throw new Error(res.error)
+  return res.path
+}
diff --git a/frontend/components/gpm/gpm-storage.ts b/frontend/components/gpm/gpm-storage.ts
new file mode 100644
index 000000000..34d9b2415
--- /dev/null
+++ b/frontend/components/gpm/gpm-storage.ts
@@ -0,0 +1,261 @@
+/**
+ * Prompt Manager Pro — persistence layer (frontend, renderer-only).
+ *
+ * IndexedDB-backed, schema-compatible with the Grok "Prompt Manager Pro"
+ * browser extension so its backup files (version "1.6") import/export cleanly.
+ * Storage keys keep the `gpm_*` names to stay compatible with existing backups.
+ *
+ * NOTE: this is a frontend module (IndexedDB/DOM is fine here). It is NOT part
+ * of the pure `gpm-core` engine package.
+ */
+
+/* ---- Types (mirror of the extension's backup shapes) --------------------- */
+export interface GpmPrompt {
+  id: string
+  text: string
+  _thumb?: string // optional thumbnail dataURL (stored separately, hydrated on demand)
+}
+export interface GpmPromptFolder {
+  id: string
+  name: string
+  prompts: GpmPrompt[]
+}
+export interface GpmImageFolder {
+  id: string
+  name: string
+}
+export interface GpmImage {
+  id: string
+  name: string
+  folderId: string | null
+  dataUrl: string
+  addedAt: number | null
+  isVideo: boolean
+}
+
+/** Backup envelope (extension format, version "1.6"). Unknown sections are
+ *  preserved verbatim on import so re-export round-trips losslessly. */
+export interface GpmBackup {
+  version: string
+  date: string
+  folders: GpmPromptFolder[]
+  imgFolders: GpmImageFolder[]
+  imgAssignments: Record<string, string>
+  imgImages: GpmImage[]
+  workflows?: unknown[]
+  dlFolders?: unknown[]
+  dlAssignments?: Record<string, unknown>
+  dlPanelWidth?: number
+}
+
+const DB_NAME = 'gpm_images_db'
+const DB_VERSION = 1
+const IMG_STORE = 'images'
+const THUMB_STORE = 'prompt_thumbs'
+const KV_STORE = 'kv'
+
+const KEY_PROMPTS = 'gpm_data_v2'
+const KEY_IMG_FOLDERS = 'gpm_img_state_v1'
+const KEY_PASSTHROUGH = 'gpm_backup_passthrough' // workflows + dl* kept for lossless re-export
+
+export const BACKUP_VERSION = '1.6'
+
+let dbPromise: Promise<IDBDatabase> | null = null
+
+function openDb(): Promise<IDBDatabase> {
+  if (dbPromise) return dbPromise
+  dbPromise = new Promise((resolve, reject) => {
+    const req = indexedDB.open(DB_NAME, DB_VERSION)
+    req.onupgradeneeded = () => {
+      const db = req.result
+      if (!db.objectStoreNames.contains(IMG_STORE)) db.createObjectStore(IMG_STORE, { keyPath: 'id' })
+      if (!db.objectStoreNames.contains(THUMB_STORE)) db.createObjectStore(THUMB_STORE, { keyPath: 'promptId' })
+      if (!db.objectStoreNames.contains(KV_STORE)) db.createObjectStore(KV_STORE, { keyPath: 'key' })
+    }
+    req.onsuccess = () => resolve(req.result)
+    req.onerror = () => reject(req.error)
+  })
+  return dbPromise
+}
+
+function tx<T>(store: string, mode: IDBTransactionMode, fn: (s: IDBObjectStore) => IDBRequest<T>): Promise<T> {
+  return openDb().then(
+    (db) =>
+      new Promise<T>((resolve, reject) => {
+        const t = db.transaction(store, mode)
+        const req = fn(t.objectStore(store))
+        req.onsuccess = () => resolve(req.result)
+        req.onerror = () => reject(req.error)
+      }),
+  )
+}
+
+function getAll<T>(store: string): Promise<T[]> {
+  return tx<T[]>(store, 'readonly', (s) => s.getAll() as IDBRequest<T[]>)
+}
+
+/* ---- KV helpers (folders/passthrough live here) -------------------------- */
+interface KvRecord<T> { key: string; value: T }
+
+async function kvGet<T>(key: string, fallback: T): Promise<T> {
+  const rec = await tx<KvRecord<T> | undefined>(KV_STORE, 'readonly', (s) => s.get(key) as IDBRequest<KvRecord<T> | undefined>)
+  return rec ? rec.value : fallback
+}
+function kvSet<T>(key: string, value: T): Promise<IDBValidKey> {
+  return tx<IDBValidKey>(KV_STORE, 'readwrite', (s) => s.put({ key, value }))
+}
+
+/* ---- IDs ----------------------------------------------------------------- */
+export function gpmId(): string {
+  return Math.random().toString(36).slice(2, 9)
+}
+
+/* ---- Prompt folders ------------------------------------------------------ */
+export function loadPromptFolders(): Promise<GpmPromptFolder[]> {
+  return kvGet<GpmPromptFolder[]>(KEY_PROMPTS, [])
+}
+export function savePromptFolders(folders: GpmPromptFolder[]): Promise<IDBValidKey> {
+  // Persist folders without inline thumbs (kept lean); thumbs live in THUMB_STORE.
+  const lean = folders.map((f) => ({ ...f, prompts: f.prompts.map(({ id, text }) => ({ id, text })) }))
+  return kvSet(KEY_PROMPTS, lean)
+}
+
+interface ThumbRecord { promptId: string; _thumb: string }
+export function getPromptThumb(promptId: string): Promise<string | undefined> {
+  return tx<ThumbRecord | undefined>(THUMB_STORE, 'readonly', (s) => s.get(promptId) as IDBRequest<ThumbRecord | undefined>)
+    .then((r) => r?._thumb)
+}
+export function setPromptThumb(promptId: string, thumb: string): Promise<IDBValidKey> {
+  return tx<IDBValidKey>(THUMB_STORE, 'readwrite', (s) => s.put({ promptId, _thumb: thumb }))
+}
+export function deletePromptThumb(promptId: string): Promise<undefined> {
+  return tx<undefined>(THUMB_STORE, 'readwrite', (s) => s.delete(promptId) as IDBRequest<undefined>)
+}
+/** Load every prompt thumbnail at once, keyed by promptId. */
+export function loadAllPromptThumbs(): Promise<Record<string, string>> {
+  return getAll<ThumbRecord>(THUMB_STORE).then((recs) => {
+    const map: Record<string, string> = {}
+    for (const r of recs) map[r.promptId] = r._thumb
+    return map
+  })
+}
+
+/* ---- Image folders + images ---------------------------------------------- */
+export function loadImageFolders(): Promise<GpmImageFolder[]> {
+  return kvGet<GpmImageFolder[]>(KEY_IMG_FOLDERS, [])
+}
+export function saveImageFolders(folders: GpmImageFolder[]): Promise<IDBValidKey> {
+  return kvSet(KEY_IMG_FOLDERS, folders)
+}
+export function loadImages(): Promise<GpmImage[]> {
+  return getAll<GpmImage>(IMG_STORE)
+}
+export function putImage(img: GpmImage): Promise<IDBValidKey> {
+  return tx<IDBValidKey>(IMG_STORE, 'readwrite', (s) => s.put(img))
+}
+export function deleteImage(id: string): Promise<undefined> {
+  return tx<undefined>(IMG_STORE, 'readwrite', (s) => s.delete(id) as IDBRequest<undefined>)
+}
+
+/* ---- Backup: export / import (extension v1.6 compatible) ----------------- */
+export async function exportBackup(): Promise<GpmBackup> {
+  const [folders, imgFolders, imgImages, passthrough] = await Promise.all([
+    loadPromptFolders(),
+    loadImageFolders(),
+    loadImages(),
+    kvGet<Partial<GpmBackup>>(KEY_PASSTHROUGH, {}),
+  ])
+  // Re-inline prompt thumbnails for full fidelity with the extension format.
+  const foldersWithThumbs: GpmPromptFolder[] = await Promise.all(
+    folders.map(async (f) => ({
+      ...f,
+      prompts: await Promise.all(
+        f.prompts.map(async (p) => {
+          const thumb = await getPromptThumb(p.id)
+          return thumb ? { ...p, _thumb: thumb } : p
+        }),
+      ),
+    })),
+  )
+  const imgAssignments: Record<string, string> = {}
+  for (const im of imgImages) if (im.folderId) imgAssignments[`__id__${im.id}`] = im.folderId
+
+  return {
+    version: BACKUP_VERSION,
+    date: new Date().toISOString(),
+    folders: foldersWithThumbs,
+    imgFolders,
+    imgAssignments,
+    imgImages,
+    workflows: passthrough.workflows ?? [],
+    dlFolders: passthrough.dlFolders ?? [],
+    dlAssignments: passthrough.dlAssignments ?? {},
+    dlPanelWidth: passthrough.dlPanelWidth ?? 416,
+  }
+}
+
+export interface ImportResult {
+  promptFolders: number
+  prompts: number
+  imageFolders: number
+  images: number
+}
+
+/** Import a backup, REPLACING current data. Returns counts for feedback. */
+export async function importBackup(data: GpmBackup): Promise<ImportResult> {
+  const folders = Array.isArray(data.folders) ? data.folders : []
+  const imgFolders = Array.isArray(data.imgFolders) ? data.imgFolders : []
+  const imgImages = Array.isArray(data.imgImages) ? data.imgImages : []
+
+  // Split thumbnails out, persist prompt folders lean.
+  await savePromptFolders(folders)
+  let prompts = 0
+  for (const f of folders) {
+    for (const p of f.prompts ?? []) {
+      prompts++
+      if (p._thumb) await setPromptThumb(p.id, p._thumb)
+    }
+  }
+
+  await saveImageFolders(imgFolders)
+  for (const im of imgImages) {
+    await putImage({
+      id: im.id,
+      name: im.name,
+      folderId: im.folderId ?? null,
+      dataUrl: im.dataUrl,
+      addedAt: im.addedAt ?? null,
+      isVideo: !!im.isVideo,
+    })
+  }
+
+  // Preserve sections the fork doesn't manage yet so re-export is lossless.
+  await kvSet(KEY_PASSTHROUGH, {
+    workflows: data.workflows ?? [],
+    dlFolders: data.dlFolders ?? [],
+    dlAssignments: data.dlAssignments ?? {},
+    dlPanelWidth: data.dlPanelWidth ?? 416,
+  })
+
+  return { promptFolders: folders.length, prompts, imageFolders: imgFolders.length, images: imgImages.length }
+}
+
+/** Parse + validate a backup file's text. Throws on malformed input. */
+export function parseBackup(text: string): GpmBackup {
+  const data = JSON.parse(text) as Partial<GpmBackup>
+  if (!data || typeof data !== 'object' || !Array.isArray(data.folders)) {
+    throw new Error('Not a valid Prompt Manager Pro backup (missing "folders").')
+  }
+  return {
+    version: data.version ?? BACKUP_VERSION,
+    date: data.date ?? new Date().toISOString(),
+    folders: data.folders,
+    imgFolders: data.imgFolders ?? [],
+    imgAssignments: data.imgAssignments ?? {},
+    imgImages: data.imgImages ?? [],
+    workflows: data.workflows ?? [],
+    dlFolders: data.dlFolders ?? [],
+    dlAssignments: data.dlAssignments ?? {},
+    dlPanelWidth: data.dlPanelWidth ?? 416,
+  }
+}
diff --git a/frontend/contexts/ProjectContext.tsx b/frontend/contexts/ProjectContext.tsx
index af01554de..f629149c6 100644
--- a/frontend/contexts/ProjectContext.tsx
+++ b/frontend/contexts/ProjectContext.tsx
@@ -46,6 +46,17 @@ interface ProjectContextType {
   setGenSpaceIcLoraSource: (source: GenSpaceIcLoraSource | null) => void
   pendingIcLoraUpdate: PendingIcLoraUpdate | null
   setPendingIcLoraUpdate: (update: PendingIcLoraUpdate | null) => void
+
+  // Prompt text pushed into the Gen Space prompt box (e.g. from Prompt Manager Pro).
+  genSpacePromptInjection: string | null
+  setGenSpacePromptInjection: (text: string | null) => void
+  // Reference image set as the Gen Space input image WITHOUT clearing the prompt
+  // (used by Prompt Manager Pro's "send to Gen Space" / drag-drop).
+  genSpaceInputImagePath: string | null
+  setGenSpaceInputImagePath: (path: string | null) => void
+  // Bumped to request clearing the Gen Space prompt box (Prompt Manager Pro).
+  genSpacePromptClearNonce: number
+  clearGenSpacePrompt: () => void
 }
 
 export interface GenSpaceRetakeSource {
@@ -94,6 +105,10 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
   const [pendingRetakeUpdate, setPendingRetakeUpdate] = useState<PendingRetakeUpdate | null>(null)
   const [genSpaceIcLoraSource, setGenSpaceIcLoraSource] = useState<GenSpaceIcLoraSource | null>(null)
   const [pendingIcLoraUpdate, setPendingIcLoraUpdate] = useState<PendingIcLoraUpdate | null>(null)
+  const [genSpacePromptInjection, setGenSpacePromptInjection] = useState<string | null>(null)
+  const [genSpaceInputImagePath, setGenSpaceInputImagePath] = useState<string | null>(null)
+  const [genSpacePromptClearNonce, setGenSpacePromptClearNonce] = useState(0)
+  const clearGenSpacePrompt = useCallback(() => setGenSpacePromptClearNonce((n) => n + 1), [])
 
   const bumpProjectRevision = useCallback(() => {
     setProjectRevision(prev => prev + 1)
@@ -333,6 +348,12 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
       setGenSpaceIcLoraSource,
       pendingIcLoraUpdate,
       setPendingIcLoraUpdate,
+      genSpacePromptInjection,
+      setGenSpacePromptInjection,
+      genSpaceInputImagePath,
+      setGenSpaceInputImagePath,
+      genSpacePromptClearNonce,
+      clearGenSpacePrompt,
     }}>
       {children}
     </ProjectContext.Provider>
diff --git a/frontend/gpm-core/camera.ts b/frontend/gpm-core/camera.ts
new file mode 100644
index 000000000..79b4f7a39
--- /dev/null
+++ b/frontend/gpm-core/camera.ts
@@ -0,0 +1,76 @@
+/**
+ * gpm-core / camera technique library
+ *
+ * PURE module. Cinematography reference cards ported from `ltx-gpm.jsx`. Each
+ * card contributes a phrase that can be appended to a working prompt.
+ */
+
+export type CameraCategory =
+  | "Angles"
+  | "Sizes"
+  | "Framing"
+  | "Movement"
+  | "Lighting"
+  | "Film Stocks"
+  | "Movie Looks";
+
+export interface CameraCard {
+  id: string;
+  cat: CameraCategory;
+  label: string;
+  phrase: string;
+}
+
+/** Category filter values for the UI, including the "All" pseudo-category. */
+export const CAM_CATS: Array<"All" | CameraCategory> = [
+  "All",
+  "Angles",
+  "Sizes",
+  "Framing",
+  "Movement",
+  "Lighting",
+  "Film Stocks",
+  "Movie Looks",
+];
+
+export const CAM_CARDS: CameraCard[] = [
+  { id: "high", cat: "Angles", label: "High Angle", phrase: "high camera angle looking down at the subject" },
+  { id: "eye", cat: "Angles", label: "Eye Level", phrase: "neutral eye-level camera angle" },
+  { id: "low", cat: "Angles", label: "Low Angle", phrase: "low camera angle looking up, imposing perspective" },
+  { id: "dutch", cat: "Angles", label: "Dutch Angle", phrase: "dutch tilt, camera rolled at a diagonal" },
+  { id: "worm", cat: "Angles", label: "Worm's Eye", phrase: "extreme low worm's-eye view looking straight up" },
+  { id: "bird", cat: "Angles", label: "Bird's Eye", phrase: "overhead bird's-eye view looking straight down" },
+  { id: "xwide", cat: "Sizes", label: "Extreme Wide", phrase: "extreme wide establishing shot, subject small in frame" },
+  { id: "wide", cat: "Sizes", label: "Wide Shot", phrase: "wide shot showing the subject full-length in context" },
+  { id: "medium", cat: "Sizes", label: "Medium Shot", phrase: "medium shot framed from the waist up" },
+  { id: "cu", cat: "Sizes", label: "Close-Up", phrase: "close-up on the face and shoulders" },
+  { id: "xcu", cat: "Sizes", label: "Extreme CU", phrase: "extreme close-up filling the frame with the eyes" },
+  { id: "rule", cat: "Framing", label: "Rule of Thirds", phrase: "composed on the rule of thirds, subject off-center" },
+  { id: "center", cat: "Framing", label: "Center Frame", phrase: "symmetrical centered composition" },
+  { id: "ots", cat: "Framing", label: "Over Shoulder", phrase: "over-the-shoulder framing with foreground figure soft" },
+  { id: "lead", cat: "Framing", label: "Leading Lines", phrase: "strong leading lines drawing the eye to the subject" },
+  { id: "dolly", cat: "Movement", label: "Dolly In", phrase: "slow dolly push-in toward the subject" },
+  { id: "orbit", cat: "Movement", label: "Orbit", phrase: "smooth orbiting camera circling the subject" },
+  { id: "track", cat: "Movement", label: "Tracking", phrase: "cinematic tracking shot gliding alongside the subject" },
+  { id: "crane", cat: "Movement", label: "Crane", phrase: "rising crane move revealing the scene" },
+  { id: "rembrandt", cat: "Lighting", label: "Rembrandt", phrase: "Rembrandt lighting, triangle of light on the shadow cheek" },
+  { id: "rim", cat: "Lighting", label: "Rim Light", phrase: "strong rim light separating subject from background" },
+  { id: "lowkey", cat: "Lighting", label: "Low Key", phrase: "low-key dramatic lighting, deep shadows" },
+  { id: "golden", cat: "Lighting", label: "Golden Hour", phrase: "warm golden-hour light, long soft shadows" },
+  { id: "portra", cat: "Film Stocks", label: "Kodak Portra", phrase: "Kodak Portra film aesthetic, soft natural skin tones" },
+  { id: "cinestill", cat: "Film Stocks", label: "CineStill 800T", phrase: "CineStill 800T look, tungsten night palette, halation glow" },
+  { id: "trix", cat: "Film Stocks", label: "Tri-X B&W", phrase: "Kodak Tri-X black-and-white, gritty grain" },
+  { id: "teal", cat: "Movie Looks", label: "Teal & Orange", phrase: "cinematic teal-and-orange grade, warm skin cool shadows" },
+  { id: "bleach", cat: "Movie Looks", label: "Bleach Bypass", phrase: "bleach-bypass look, desaturated, crushed contrast" },
+  { id: "noir", cat: "Movie Looks", label: "Film Noir", phrase: "high-contrast black-and-white noir, hard chiaroscuro" },
+];
+
+/** Filter helper mirroring the prototype's category + free-text search. */
+export function filterCameraCards(cat: "All" | CameraCategory, search: string): CameraCard[] {
+  const q = search.trim().toLowerCase();
+  return CAM_CARDS.filter(
+    (c) =>
+      (cat === "All" || c.cat === cat) &&
+      (!q || c.label.toLowerCase().includes(q) || c.phrase.toLowerCase().includes(q)),
+  );
+}
diff --git a/frontend/gpm-core/index.ts b/frontend/gpm-core/index.ts
new file mode 100644
index 000000000..ddaee1581
--- /dev/null
+++ b/frontend/gpm-core/index.ts
@@ -0,0 +1,14 @@
+/**
+ * gpm-core — pure prompt engines + renderer for Prompt Manager Pro.
+ *
+ * Self-contained: no DOM, no storage, no React. Imported INTO `frontend/`;
+ * never imports back up. The renderer is transport-injected so the app owns
+ * all I/O (e.g. `backendFetch`).
+ */
+
+export * from "./performance";
+export * from "./shot";
+export * from "./camera";
+export * from "./workflow";
+export * from "./renderer";
+export * from "./ir";
diff --git a/frontend/gpm-core/ir.ts b/frontend/gpm-core/ir.ts
new file mode 100644
index 000000000..a5b88fbe2
--- /dev/null
+++ b/frontend/gpm-core/ir.ts
@@ -0,0 +1,54 @@
+/**
+ * gpm-core / intermediate representation
+ *
+ * PURE type-only module. The locked content model: a Project is composed of
+ * Acts → Scenes → Beats → Shots, and the Shot is the atomic generated unit.
+ * These are declarations only — no runtime behaviour lives here.
+ */
+
+import type { LtxAspectRatio, LtxPipeline, LtxResolution } from "./renderer";
+import type { PerfInput } from "./performance";
+import type { ShotState } from "./shot";
+import type { WfState } from "./workflow";
+
+/** The atomic unit. Everything the engines can produce hangs off a Shot. */
+export interface Shot {
+  id: string;
+  title?: string;
+  /** The composed prompt last applied to this shot. */
+  prompt?: string;
+  /** Existing frame used as the source for in-place re-generation. */
+  imagePath?: string | null;
+  /** Optional engine inputs captured so a shot can be recomposed. */
+  performance?: PerfInput;
+  camera?: ShotState;
+  workflow?: WfState;
+  /** Generation parameters carried with the shot. */
+  resolution?: LtxResolution;
+  model?: LtxPipeline;
+  aspectRatio?: LtxAspectRatio;
+}
+
+export interface Beat {
+  id: string;
+  title?: string;
+  shots: Shot[];
+}
+
+export interface Scene {
+  id: string;
+  title?: string;
+  beats: Beat[];
+}
+
+export interface Act {
+  id: string;
+  title?: string;
+  scenes: Scene[];
+}
+
+export interface Project {
+  id: string;
+  name: string;
+  acts: Act[];
+}
diff --git a/frontend/gpm-core/performance.ts b/frontend/gpm-core/performance.ts
new file mode 100644
index 000000000..063abac32
--- /dev/null
+++ b/frontend/gpm-core/performance.ts
@@ -0,0 +1,257 @@
+/**
+ * gpm-core / performance engine
+ *
+ * PURE module: no DOM, no storage, no React. Ported from the inlined logic in
+ * `ltx-gpm.jsx` (assemblePerformance) and completed to the full 24 emotion
+ * families. The first 12 families are faithful to the prototype; the remaining
+ * 12 are authored to the identical waypoint schema (FACS + anatomical +
+ * performance + valence/arousal).
+ */
+
+export interface ValenceArousal {
+  /** valence, -1 (negative) … +1 (positive) */
+  v: number;
+  /** arousal, -1 (calm) … +1 (activated) */
+  a: number;
+}
+
+export interface PerfWaypoint {
+  name: string;
+  va: ValenceArousal;
+  /** Facial Action Coding System action units, e.g. "AU1", "AU4". */
+  facs: string[];
+  /** Anatomical description of the face at this waypoint. */
+  anat: string;
+  /** Performance / body description at this waypoint. */
+  perf: string;
+}
+
+export interface PerfFamily {
+  family: string;
+  subtext: string;
+  /** Two or three ordered waypoints the intensity slider interpolates between. */
+  waypoints: PerfWaypoint[];
+}
+
+export type PerfDelivery = "natural" | "slow" | "halting";
+
+export interface PerfInput {
+  familyIndex?: number;
+  /** 0 … 1 */
+  intensity?: number;
+  /** 0 … 1 */
+  asymmetry?: number;
+  dialogue?: string;
+  delivery?: PerfDelivery;
+}
+
+export interface PerfLayer {
+  k: string;
+  v: string;
+}
+
+export interface PerfResult {
+  label: string;
+  layers: PerfLayer[];
+  /** The assembled prompt: each layer rendered as "k: v" on its own line. */
+  text: string;
+}
+
+export const PERF_FAMILIES: PerfFamily[] = [
+  { family: "Sadness", subtext: "carrying weight that won't put down", waypoints: [
+    { name: "Melancholy", va: { v: -0.4, a: -0.3 }, facs: ["AU1", "AU4", "AU15", "AU41"], anat: "inner brows subtly raised and drawn together, lip corners barely turned down, upper eyelids slightly heavy", perf: "stillness, slow blink rate, breath quiet and even, gaze unfocused on middle distance" },
+    { name: "Grief Contained", va: { v: -0.85, a: 0.6 }, facs: ["AU1", "AU4", "AU15", "AU17"], anat: "inner brows knitted up and together with vertical furrow, mouth corners drawn down, chin pushed up beneath a tensed lower lip, eyes wet but not spilling", perf: "rigid stillness, breath held in the chest, jaw locked, single tear pooling without falling, micro-tremor in lower lip" },
+    { name: "Grief Breaking", va: { v: -0.95, a: 0.9 }, facs: ["AU1", "AU4", "AU6", "AU15", "AU17", "AU25"], anat: "inner brows pulled sharply up, eyes squeezed partly shut with tears overflowing, mouth corners pulled hard down, lower lip protruded and trembling", perf: "shoulders shaking, breath in catching gasps, head dropping forward" },
+  ] },
+  { family: "Fear", subtext: "watching for the thing that hasn't arrived yet", waypoints: [
+    { name: "Anxiety", va: { v: -0.5, a: 0.6 }, facs: ["AU1", "AU2", "AU4", "AU5", "AU24"], anat: "inner brows raised and slightly drawn together, eyes alert with mild upper-lid lift, lips pressed thin", perf: "restless micro-movements, shallow upper-chest breathing, eyes scanning, jaw subtly tight" },
+    { name: "Dread", va: { v: -0.75, a: 0.7 }, facs: ["AU1", "AU2", "AU4", "AU5", "AU20", "AU24"], anat: "brows raised and pulled together, eyes wide and tense with upper lids elevated, lips slightly stretched, color drained", perf: "stillness with held breath, swallow visible, slow shake of head, body weight pulled back" },
+    { name: "Terror", va: { v: -0.95, a: 1.0 }, facs: ["AU1", "AU2", "AU4", "AU5", "AU20", "AU26"], anat: "brows pulled high and tight, eyes stretched wide showing white above the iris, mouth open and pulled sideways into a frozen grimace", perf: "head recoiled, body frozen mid-motion, breath stopped, hands raised defensively" },
+  ] },
+  { family: "Anger", subtext: "the line that cannot be crossed has been crossed", waypoints: [
+    { name: "Sternness", va: { v: -0.3, a: 0.2 }, facs: ["AU4", "AU7", "AU24"], anat: "brows lowered and slightly drawn together, lids tightened into a level gaze, lips pressed firmly, jaw set", perf: "minimal movement, breathing slow and controlled, posture squared, gaze unwavering" },
+    { name: "Cold Anger", va: { v: -0.7, a: 0.5 }, facs: ["AU4", "AU5", "AU7", "AU23"], anat: "brows pulled down with a vertical crease, hard stare, lips pressed into a thin tense line, nostrils slightly flared", perf: "unnatural stillness, jaw muscles working, breath controlled with effort, slight forward lean" },
+    { name: "Rage", va: { v: -0.9, a: 1.0 }, facs: ["AU4", "AU5", "AU7", "AU10", "AU23", "AU25"], anat: "brows pulled violently down with deep furrows, eyes bulging, lips pulled back to bare clenched teeth, jaw thrust forward", perf: "breath heavy and audible, shoulders heaving, body coiled forward, hands clenched" },
+  ] },
+  { family: "Joy", subtext: "the good thing is actually happening", waypoints: [
+    { name: "Contentment", va: { v: 0.6, a: -0.3 }, facs: ["AU6", "AU12"], anat: "lip corners gently turned up with cheeks softly raised, eyes relaxed and warm, brow smooth", perf: "slow easy breath, soft blink rate, head settled, gaze present and unhurried" },
+    { name: "Felt Joy", va: { v: 0.8, a: 0.5 }, facs: ["AU6", "AU12", "AU25"], anat: "mouth pulled up and outward while cheeks lift, outer eye corners crinkle, upper teeth just visible — a genuine felt smile", perf: "light forward energy, easier breath, eyes engaged with what produced the feeling" },
+    { name: "Elation", va: { v: 0.95, a: 0.9 }, facs: ["AU6", "AU12", "AU25", "AU26"], anat: "wide open smile with teeth visible, cheeks pushed high, eyes shining, head tilted back, jaw dropped in laughter", perf: "body loose and bouncing, breath catching with laughter, head thrown back" },
+  ] },
+  { family: "Surprise", subtext: "the world just rearranged itself", waypoints: [
+    { name: "Mild Surprise", va: { v: 0, a: 0.5 }, facs: ["AU1", "AU2", "AU5"], anat: "brows lifted with horizontal forehead lines, upper lids slightly raised, mouth neutral or just parted", perf: "head pulls back a touch, blink, brief breath catch, quick re-orientation" },
+    { name: "Shock", va: { v: -0.4, a: 0.95 }, facs: ["AU1", "AU2", "AU5", "AU27"], anat: "brows shot up and arched, eyes stretched wide with white all around the iris, mouth dropped fully open in a slack oval", perf: "body frozen, breath caught, hand may rise toward mouth, total stillness for a beat" },
+  ] },
+  { family: "Disgust", subtext: "the body rejecting what it sees", waypoints: [
+    { name: "Distaste", va: { v: -0.4, a: 0.2 }, facs: ["AU9", "AU10", "AU15"], anat: "subtle nose wrinkle, upper lip slightly raised on one side, mouth corners faintly down", perf: "small head turn away, slight backward lean, gaze averted briefly" },
+    { name: "Revulsion", va: { v: -0.9, a: 0.8 }, facs: ["AU9", "AU10", "AU15", "AU16", "AU25"], anat: "deeply wrinkled nose, upper lip pulled hard up to bare teeth, lower lip pulled down and out, eyes squinted", perf: "full body recoil, gag reflex visible, hand clamped over mouth, head turned sharply away" },
+  ] },
+  { family: "Determination", subtext: "the decision is already made", waypoints: [
+    { name: "Resolve", va: { v: 0.1, a: 0.5 }, facs: ["AU4", "AU7", "AU24"], anat: "brows lowered with a focused furrow, eyes locked forward, lips pressed firmly, jaw set, chin level", perf: "controlled breath in through nose, steady posture, gaze unwavering, small nod possible" },
+    { name: "Fierce Will", va: { v: 0.2, a: 0.85 }, facs: ["AU4", "AU5", "AU7", "AU24"], anat: "brows pulled down with focused intensity, eyes wide and locked, lips pressed hard, masseter visibly tensed", perf: "breath drawn in and held, body coiled and ready, slight forward lean, hands clenched" },
+  ] },
+  { family: "Tenderness", subtext: "looking at someone you would protect with your life", waypoints: [
+    { name: "Soft Warmth", va: { v: 0.6, a: -0.2 }, facs: ["AU6", "AU12", "AU43"], anat: "gentle smile with cheeks softly raised, eyelids relaxed, gaze warm and steady, head tilted slightly", perf: "slow soft breathing, unhurried blink, the faintest forward lean, gaze resting with ease" },
+    { name: "Deep Tenderness", va: { v: 0.7, a: 0.2 }, facs: ["AU1", "AU6", "AU12", "AU43"], anat: "inner brows raised softly with a tender smile, eyes glistening slightly, cheeks raised, lips parted", perf: "breath caught with feeling, eyes welling faintly, hand may rise toward the other's face" },
+  ] },
+  { family: "Awe", subtext: "encountering something far larger than yourself", waypoints: [
+    { name: "Wonder", va: { v: 0.5, a: 0.5 }, facs: ["AU1", "AU2", "AU5", "AU25"], anat: "brows raised high and smooth, eyes wide and bright taking everything in, lips parted softly, head lifting", perf: "breath drawn in and held, slow head shake, gaze sweeping upward, body still and absorbed" },
+    { name: "Overwhelmed Awe", va: { v: 0.4, a: 0.8 }, facs: ["AU1", "AU2", "AU5", "AU26"], anat: "brows raised high, eyes stretched wide and welling, mouth fallen open, head tilted back", perf: "breath catching, hand rising slowly to chest or mouth, body frozen, a barely audible exhale" },
+  ] },
+  { family: "Sinister", subtext: "already knowing how this ends for you", waypoints: [
+    { name: "Calculating Menace", va: { v: -0.3, a: -0.1 }, facs: ["AU7", "AU12", "AU43"], anat: "a slow controlled half-smile that does not reach the eyes, lids slightly lowered, unblinking gaze, head very still", perf: "near-total stillness, slow deliberate blink, breathing quiet and even, the calm of someone in control" },
+    { name: "Cruel Relish", va: { v: -0.5, a: 0.3 }, facs: ["AU6", "AU7", "AU12", "AU14"], anat: "a tightening smile with cheeks raised but eyes cold and narrowed, gaze locked and savoring, head tilted", perf: "a slow lean forward, savoring quality, a quiet exhale of pleasure, tracking the other's discomfort" },
+    { name: "Overt Malice", va: { v: -0.8, a: 0.7 }, facs: ["AU4", "AU5", "AU7", "AU9", "AU12", "AU23"], anat: "brows lowered over wide cold eyes, a predatory stare, a hard baring smile with teeth showing, jaw set", perf: "stillness coiled into forward intent, a deliberate step closer, the threat fully surfaced" },
+  ] },
+  { family: "Hope", subtext: "afraid to believe it but unable not to", waypoints: [
+    { name: "Fragile Hope", va: { v: 0.2, a: 0.4 }, facs: ["AU1", "AU2", "AU5", "AU12"], anat: "inner brows raised softly, eyes widening with a tentative light, a small uncertain smile beginning, head lifting slightly", perf: "breath held in anticipation, a forward lean, the smile flickering between belief and fear" },
+    { name: "Rising Hope", va: { v: 0.5, a: 0.6 }, facs: ["AU1", "AU2", "AU5", "AU6", "AU12"], anat: "brows raised high, eyes wide and shining and welling, a growing genuine smile lifting the cheeks, head coming up", perf: "breath quickening, hand rising to chest, body straightening, caution giving way to joy" },
+  ] },
+  { family: "Exhaustion", subtext: "running on empty and past pretending otherwise", waypoints: [
+    { name: "Weariness", va: { v: -0.3, a: -0.5 }, facs: ["AU41", "AU43", "AU15"], anat: "heavy upper eyelids drooping, faint downturn at the mouth, slack facial muscles, gaze unfocused", perf: "slow heavy blinks, delayed reactions, a long exhale, shoulders sagging" },
+    { name: "Depletion", va: { v: -0.5, a: -0.7 }, facs: ["AU41", "AU43", "AU15", "AU54"], anat: "eyes barely open and unfocused, whole face gone slack, mouth slightly open from fatigue, head low", perf: "eyes closing involuntarily, head dropping and jerking back up, body held up by effort alone" },
+  ] },
+
+  // ---- Authored to the same waypoint schema (families 13–24) ----------------
+  { family: "Longing", subtext: "reaching for what is just out of reach", waypoints: [
+    { name: "Wistful Longing", va: { v: 0.1, a: -0.2 }, facs: ["AU1", "AU43"], anat: "inner brows raised and gently drawn up, gaze soft and fixed on the distance, lips slightly parted, head tilted", perf: "slow breath held a beat too long, eyes unfocused on something far off, faint forward lean toward the absent thing" },
+    { name: "Aching Longing", va: { v: -0.3, a: 0.4 }, facs: ["AU1", "AU4", "AU15"], anat: "inner brows pulled up and together, eyes welling faintly, lips pressed then parting, throat tightening", perf: "a slow swallow, breath catching, a hand half-rising toward nothing, the body leaning into an absence" },
+  ] },
+  { family: "Pride", subtext: "having earned this and knowing it", waypoints: [
+    { name: "Quiet Pride", va: { v: 0.6, a: 0.1 }, facs: ["AU6", "AU12"], anat: "a small contained smile with cheeks lightly raised, chin lifted, eyes steady and bright, shoulders settled back", perf: "an easy slow breath, head held high, gaze level and unhurried, the faint smile of self-possession" },
+    { name: "Swelling Pride", va: { v: 0.8, a: 0.5 }, facs: ["AU6", "AU12", "AU25"], anat: "a broad smile with teeth showing, chest lifted and shoulders squared, chin raised, eyes shining", perf: "a deep breath filling the chest, head tilted slightly back, a radiant outward energy, standing taller" },
+  ] },
+  { family: "Shame", subtext: "wanting to disappear from your own skin", waypoints: [
+    { name: "Self-Conscious Shame", va: { v: -0.5, a: 0.2 }, facs: ["AU15", "AU54"], anat: "lip corners turned down, gaze dropped and averted, head lowered, color rising in the cheeks", perf: "shoulders curling inward, a small step back, gaze unable to meet another's, breath shallow" },
+    { name: "Crushing Shame", va: { v: -0.85, a: 0.5 }, facs: ["AU15", "AU17", "AU54"], anat: "mouth pulled down and chin tensed, head bowed low, eyes squeezed shut or fixed on the floor, whole face flushed", perf: "body folding in on itself, a hand covering the face, breath ragged and held, the wish to vanish made physical" },
+  ] },
+  { family: "Guilt", subtext: "the weight of what you did to someone", waypoints: [
+    { name: "Pricking Guilt", va: { v: -0.4, a: 0.3 }, facs: ["AU1", "AU4", "AU15"], anat: "inner brows drawn up and together, gaze flicking away and back, lips pressed and downturned", perf: "restless small movements, an inability to hold eye contact, a swallow, weight shifting foot to foot" },
+    { name: "Consuming Guilt", va: { v: -0.75, a: 0.55 }, facs: ["AU1", "AU4", "AU15", "AU17"], anat: "brows knitted high and together with a furrow, eyes wet and fixed downward, mouth pulled down, chin trembling", perf: "head dropping, a hand at the mouth, breath catching, the body braced against its own conscience" },
+  ] },
+  { family: "Contempt", subtext: "looking down on something beneath you", waypoints: [
+    { name: "Cool Contempt", va: { v: -0.3, a: 0.0 }, facs: ["AU14"], anat: "one lip corner tightened and raised in a unilateral sneer, lids slightly lowered, head tilted back a fraction, gaze cool and downward", perf: "near stillness, a slow blink, a faint dismissive exhale, weight settled back and away" },
+    { name: "Open Disdain", va: { v: -0.6, a: 0.3 }, facs: ["AU9", "AU10", "AU14"], anat: "asymmetric sneer with nose faintly wrinkled, upper lip raised on one side, chin lifted, eyes narrowed and looking down the nose", perf: "a slow shake of the head, a scoffing breath, a half-turn away as if the other is not worth facing" },
+  ] },
+  { family: "Envy", subtext: "wanting what is theirs and resenting that it is theirs", waypoints: [
+    { name: "Quiet Envy", va: { v: -0.4, a: 0.3 }, facs: ["AU4", "AU7", "AU14"], anat: "brows subtly lowered, lids tightened, a thin pressed half-smile that does not warm the eyes, jaw set", perf: "a fixed sidelong gaze tracking the other, a tight swallow, stillness with tension underneath, a forced civil expression" },
+    { name: "Bitter Envy", va: { v: -0.7, a: 0.55 }, facs: ["AU4", "AU7", "AU23", "AU24"], anat: "brows pulled down, eyes narrowed and hard, lips pressed thin and tight, nostrils faintly flared", perf: "jaw muscles working, a controlled bitter exhale, body angled away while the eyes stay locked on what is coveted" },
+  ] },
+  { family: "Confusion", subtext: "the pieces refusing to fit together", waypoints: [
+    { name: "Mild Confusion", va: { v: -0.1, a: 0.3 }, facs: ["AU4", "AU7"], anat: "brows drawn together with a single vertical furrow, one brow slightly higher, eyes searching, lips pursed to one side", perf: "a slow tilt of the head, a blink, gaze flicking as if re-reading the situation, a small questioning pause" },
+    { name: "Bewilderment", va: { v: -0.3, a: 0.6 }, facs: ["AU1", "AU2", "AU4", "AU5"], anat: "brows pulled together yet raised, forehead creased, eyes widened and darting, mouth slightly open in an unformed question", perf: "head drawing back, hands lifting in a small helpless gesture, breath suspended, the visible effort to make sense of it" },
+  ] },
+  { family: "Boredom", subtext: "time that refuses to pass", waypoints: [
+    { name: "Listlessness", va: { v: -0.2, a: -0.5 }, facs: ["AU43", "AU15"], anat: "eyelids heavy and half-lowered, gaze unfocused and drifting, lips slack with a faint downturn, jaw loose", perf: "a slow exhale through the nose, a propped head, delayed wandering glances, fidgeting with something idle" },
+    { name: "Deep Tedium", va: { v: -0.4, a: -0.7 }, facs: ["AU43", "AU54"], anat: "eyes nearly closing, face entirely slack, head sinking toward a hand, mouth parting in a suppressed yawn", perf: "a stifled yawn, the head slipping then catching, glazed unfocused stare, the body gone limp with monotony" },
+  ] },
+  { family: "Anticipation", subtext: "the moment before the thing you have waited for", waypoints: [
+    { name: "Eager Anticipation", va: { v: 0.5, a: 0.5 }, facs: ["AU1", "AU2", "AU5", "AU12"], anat: "brows raised, eyes bright and widening, a smile beginning to form, body leaning forward toward what is coming", perf: "quickened shallow breath, a small bounce or shift of weight, eyes fixed expectantly, hands clasped or rubbing together" },
+    { name: "Breathless Anticipation", va: { v: 0.6, a: 0.8 }, facs: ["AU1", "AU2", "AU5", "AU25", "AU26"], anat: "brows high, eyes wide and shining, lips parted and pulling toward a grin, head lifted and forward", perf: "breath held high in the chest, body coiled on the edge, a barely contained energy, eyes darting to the source of expectation" },
+  ] },
+  { family: "Relief", subtext: "the danger has finally passed", waypoints: [
+    { name: "Quiet Relief", va: { v: 0.4, a: -0.2 }, facs: ["AU43", "AU12"], anat: "eyes closing briefly, brow smoothing and releasing its tension, a soft small smile, shoulders dropping", perf: "a long slow exhale, the head tipping back a touch, the whole body unclenching, a hand resting on the chest" },
+    { name: "Overwhelming Relief", va: { v: 0.6, a: 0.4 }, facs: ["AU1", "AU6", "AU12", "AU43"], anat: "inner brows raised with eyes welling, a trembling smile breaking through, cheeks raised, face flushing warm", perf: "a shaky laugh or sob of release, hands covering the face then dropping, breath shuddering out, the body sagging as the weight lifts" },
+  ] },
+  { family: "Nostalgia", subtext: "warmed and saddened by something gone", waypoints: [
+    { name: "Fond Nostalgia", va: { v: 0.4, a: -0.2 }, facs: ["AU6", "AU12", "AU43"], anat: "a soft wistful smile with cheeks gently raised, eyes warm and slightly unfocused, head tilted, gaze on the middle distance", perf: "a slow easy breath, a faint private smile, eyes drifting as if watching a memory, stillness with warmth" },
+    { name: "Bittersweet Nostalgia", va: { v: 0.1, a: 0.0 }, facs: ["AU1", "AU6", "AU12", "AU15"], anat: "inner brows lifting softly, a smile tinged with downturned corners, eyes glistening, head lowered slightly", perf: "a quiet sigh, the smile flickering toward sadness, a slow blink releasing a bright film over the eyes, gaze turned inward" },
+  ] },
+  { family: "Curiosity", subtext: "drawn toward something you do not yet understand", waypoints: [
+    { name: "Piqued Curiosity", va: { v: 0.3, a: 0.4 }, facs: ["AU1", "AU2"], anat: "brows raised with one slightly higher, eyes widening and fixing on the object of interest, lips parted faintly, head tilting", perf: "a slow lean in, a narrowing focus, an unconscious step closer, breath light and attentive" },
+    { name: "Intense Fascination", va: { v: 0.5, a: 0.7 }, facs: ["AU1", "AU2", "AU5", "AU25"], anat: "brows high, eyes wide and bright and locked on, mouth slightly open, head extended forward", perf: "the body drawn fully toward the subject, breath quickening, complete absorption, hands reaching or hovering as if to touch" },
+  ] },
+];
+
+const lerp = (a: number, b: number, t: number): number => a + (b - a) * t;
+
+interface WaypointPair {
+  a: PerfWaypoint;
+  b: PerfWaypoint;
+  /** 0 … 1 blend factor from a → b */
+  t: number;
+}
+
+function perfWaypointPair(fam: PerfFamily, intensity: number): WaypointPair {
+  const w = fam.waypoints;
+  if (w.length <= 2) {
+    return { a: w[0], b: w[w.length - 1], t: intensity };
+  }
+  if (intensity <= 0.5) return { a: w[0], b: w[1], t: intensity * 2 };
+  return { a: w[1], b: w[2], t: (intensity - 0.5) * 2 };
+}
+
+function perfIntensityWord(i: number): string {
+  if (i < 0.15) return "trace";
+  if (i < 0.4) return "slight";
+  if (i < 0.65) return "moderate";
+  if (i < 0.85) return "pronounced";
+  return "maximum";
+}
+
+export function perfLabel(fam: PerfFamily, i: number): string {
+  const w = fam.waypoints;
+  if (w.length <= 2) {
+    if (i < 0.33) return w[0].name;
+    if (i > 0.67) return w[w.length - 1].name;
+    return `${w[0].name} → ${w[w.length - 1].name}`;
+  }
+  if (i < 0.2) return w[0].name;
+  if (i < 0.4) return `${w[0].name} → ${w[1].name}`;
+  if (i < 0.6) return w[1].name;
+  if (i < 0.8) return `${w[1].name} → ${w[2].name}`;
+  return w[2].name;
+}
+
+function perfAsymNote(a: number): string | null {
+  if (a < 0.3) return null;
+  if (a < 0.55) return "with slight left-right asymmetry across the brow or mouth";
+  if (a < 0.8) return "with visible facial asymmetry — one side more active than the other";
+  return "with strong facial asymmetry, the expression noticeably stronger on one side";
+}
+
+function perfDeliveryNote(d: PerfDelivery): string | null {
+  if (d === "slow") return "speaking slowly, weighing each word, leaving silence between phrases";
+  if (d === "halting") return "halting delivery, starting and stopping, searching for the words";
+  return null;
+}
+
+export function assemblePerformance(input: PerfInput): PerfResult {
+  const {
+    familyIndex = 0,
+    intensity = 0.5,
+    asymmetry = 0.25,
+    dialogue = "",
+    delivery = "natural",
+  } = input;
+
+  const fam = PERF_FAMILIES[familyIndex] ?? PERF_FAMILIES[0];
+  const line = dialogue.trim();
+  const { a, b, t } = perfWaypointPair(fam, intensity);
+  const v = lerp(a.va.v, b.va.v, t);
+  const ar = lerp(a.va.a, b.va.a, t);
+  const wp = t < 0.5 ? a : b;
+  const iw = perfIntensityWord(intensity);
+  const asym = perfAsymNote(asymmetry);
+  const anat = asym ? `${wp.anat}, ${asym}` : wp.anat;
+  const label = `${fam.family} — ${perfLabel(fam, intensity)}`;
+
+  const layers: PerfLayer[] = [
+    { k: "V/A", v: `valence ${v.toFixed(2)}, arousal ${ar.toFixed(2)}` },
+    { k: "FACS", v: `${wp.facs.join(" + ")} at ${iw} intensity` },
+    { k: "Anatomical", v: anat },
+    { k: "Performance", v: wp.perf },
+    { k: "Subtext", v: fam.subtext },
+  ];
+
+  if (line) {
+    layers.push({ k: "Dialogue", v: `"${line}"` });
+    const dn = perfDeliveryNote(delivery);
+    if (dn) layers.push({ k: "Delivery", v: dn });
+    layers.push({ k: "Lip sync", v: "Be sure to get dialogue and lip sync perfectly aligned." });
+  } else {
+    layers.push({ k: "No dialogue", v: "No dialogue. The character does not speak; lips remain still and at rest." });
+  }
+
+  return { label, layers, text: layers.map((l) => `${l.k}: ${l.v}`).join("\n") };
+}
diff --git a/frontend/gpm-core/renderer.ts b/frontend/gpm-core/renderer.ts
new file mode 100644
index 000000000..d91e31a57
--- /dev/null
+++ b/frontend/gpm-core/renderer.ts
@@ -0,0 +1,129 @@
+/**
+ * gpm-core / renderer
+ *
+ * PURE module. Mirrors the backend `/api/generate` contract (FastAPI
+ * `GenerateVideoRequest` / `GenerateVideoResponse` in `backend/api_types.py`)
+ * and maps a composed prompt + optional source frame into a request.
+ *
+ * The module never reaches "up" into the app: it performs no I/O itself.
+ * Transport is INJECTED by the frontend (which wires `backendFetch` in a later
+ * phase), so gpm-core stays free of DOM, storage and React.
+ */
+
+// ---- Contract value types (mirror of api_types.py) --------------------------
+
+export type LtxResolution = "540p" | "720p" | "1080p" | "1440p" | "2160p";
+export type LtxDuration = 5 | 6 | 8 | 10 | 12 | 14 | 16 | 18 | 20;
+export type LtxFps = 24 | 25 | 48 | 50;
+export type LtxPipeline = "fast" | "pro";
+export type LtxAspectRatio = "16:9" | "9:16";
+export type VideoCameraMotion =
+  | "none"
+  | "dolly_in"
+  | "dolly_out"
+  | "dolly_left"
+  | "dolly_right"
+  | "jib_up"
+  | "jib_down"
+  | "static"
+  | "focus_shift";
+
+/** POST /api/generate body. Only `prompt` is required; the backend supplies
+ *  defaults for every other field. */
+export interface GenerateVideoRequest {
+  prompt: string;
+  resolution?: LtxResolution;
+  model?: LtxPipeline;
+  cameraMotion?: VideoCameraMotion;
+  negativePrompt?: string;
+  duration?: LtxDuration;
+  fps?: LtxFps;
+  audio?: boolean;
+  imagePath?: string | null;
+  audioPath?: string | null;
+  aspectRatio?: LtxAspectRatio;
+}
+
+export interface GenerateVideoCompleteResponse {
+  status: "complete";
+  video_path: string;
+}
+export interface GenerateVideoCancelledResponse {
+  status: "cancelled";
+}
+export type GenerateVideoResponse = GenerateVideoCompleteResponse | GenerateVideoCancelledResponse;
+
+/** 402 body when LTX API credits are insufficient. */
+export interface LtxInsufficientFundsError {
+  code: "LTX_INSUFFICIENT_FUNDS";
+  message: string;
+}
+
+/** GET /api/generation/progress. */
+export interface GenerationProgressResponse {
+  status: "idle" | "running" | "complete" | "cancelled" | "error";
+  phase: string;
+  progress: number;
+  currentStep: number | null;
+  totalSteps: number | null;
+}
+
+export interface CancelResponse {
+  status: string;
+}
+
+// ---- Transports (injected by the frontend) ----------------------------------
+
+export type GenerateTransport = (req: GenerateVideoRequest) => Promise<GenerateVideoResponse>;
+export type ProgressTransport = () => Promise<GenerationProgressResponse>;
+export type CancelTransport = () => Promise<CancelResponse>;
+
+// ---- Request building -------------------------------------------------------
+
+/** Options for composing a single shot's generation request. */
+export interface RenderShotOptions {
+  /** The composed prompt (e.g. from assemblePerformance / buildShotPrompt). */
+  prompt: string;
+  /** Existing frame to re-generate in place (image-to-video). */
+  imagePath?: string | null;
+  resolution?: LtxResolution;
+  model?: LtxPipeline;
+  cameraMotion?: VideoCameraMotion;
+  negativePrompt?: string;
+  duration?: LtxDuration;
+  fps?: LtxFps;
+  audio?: boolean;
+  audioPath?: string | null;
+  aspectRatio?: LtxAspectRatio;
+}
+
+/**
+ * Build a `GenerateVideoRequest` from render options, omitting unspecified
+ * fields so the backend applies its own defaults.
+ */
+export function buildGenerateRequest(opts: RenderShotOptions): GenerateVideoRequest {
+  const req: GenerateVideoRequest = { prompt: opts.prompt };
+  if (opts.resolution !== undefined) req.resolution = opts.resolution;
+  if (opts.model !== undefined) req.model = opts.model;
+  if (opts.cameraMotion !== undefined) req.cameraMotion = opts.cameraMotion;
+  if (opts.negativePrompt !== undefined) req.negativePrompt = opts.negativePrompt;
+  if (opts.duration !== undefined) req.duration = opts.duration;
+  if (opts.fps !== undefined) req.fps = opts.fps;
+  if (opts.audio !== undefined) req.audio = opts.audio;
+  if (opts.imagePath !== undefined) req.imagePath = opts.imagePath;
+  if (opts.audioPath !== undefined) req.audioPath = opts.audioPath;
+  if (opts.aspectRatio !== undefined) req.aspectRatio = opts.aspectRatio;
+  return req;
+}
+
+/**
+ * Render a shot by handing a built request to the injected transport.
+ * The caller (frontend) provides the transport, typically backed by
+ * `backendFetch` against POST /api/generate.
+ */
+export function renderShot(
+  transport: GenerateTransport,
+  opts: RenderShotOptions,
+): Promise<GenerateVideoResponse> {
+  return transport(buildGenerateRequest(opts));
+}
diff --git a/frontend/gpm-core/shot.ts b/frontend/gpm-core/shot.ts
new file mode 100644
index 000000000..e6ac236dd
--- /dev/null
+++ b/frontend/gpm-core/shot.ts
@@ -0,0 +1,93 @@
+/**
+ * gpm-core / shot (virtual-camera) composer
+ *
+ * PURE module. Ported from the inlined shot engine in `ltx-gpm.jsx`
+ * (buildShotPrompt + helpers). A Shot transform is described as rotation,
+ * tilt, zoom plus a set of consistency anchors, and assembled into a single
+ * re-generation instruction that preserves everything else in the frame.
+ */
+
+export interface ShotPreset {
+  name: string;
+  /** Decorative glyph used by the UI; carried here so presets stay self-describing. */
+  icon: string;
+  rot: number;
+  tilt: number;
+  zoom: number;
+  phrase: string;
+}
+
+export interface ShotAnchor {
+  id: string;
+  label: string;
+  text: string;
+}
+
+export interface ShotState {
+  rot: number;
+  tilt: number;
+  zoom: number;
+  /** When a preset is active its phrase leads the prompt; null once a slider is moved. */
+  preset: ShotPreset | null;
+  /** Map of anchor id → enabled. */
+  anchors: Record<string, boolean>;
+}
+
+export const SHOT_PRESETS: ShotPreset[] = [
+  { name: "Front", icon: "👁", rot: 0, tilt: 0, zoom: 8, phrase: "create a straight-on front view of the subject at eye level" },
+  { name: "Hero ¾", icon: "🦸", rot: 35, tilt: -8, zoom: 9, phrase: "create a three-quarter hero angle shot of the subject, viewed slightly from below" },
+  { name: "Profile", icon: "◐", rot: 90, tilt: 0, zoom: 9, phrase: "create a side profile shot of the subject" },
+  { name: "Worm's Eye", icon: "🐛", rot: 0, tilt: -40, zoom: 7, phrase: "create a low worm's-eye angle shot looking up at the subject" },
+  { name: "Bird's Eye", icon: "🦅", rot: 0, tilt: 42, zoom: 5, phrase: "create a high bird's-eye angle shot looking down at the subject" },
+  { name: "Dutch Tilt", icon: "📐", rot: 15, tilt: 0, zoom: 9, phrase: "create a dutch tilt shot of the subject, camera rolled at a diagonal angle" },
+  { name: "Extreme CU", icon: "🔬", rot: 0, tilt: 0, zoom: 19, phrase: "create an extreme close-up of the subject's face" },
+  { name: "Medium Wide", icon: "🖼", rot: 0, tilt: 0, zoom: 4, phrase: "create a medium-wide shot of the subject, showing them head to toe" },
+];
+
+export const SHOT_ANCHORS: ShotAnchor[] = [
+  { id: "positions", label: "Positions", text: "every person stays in their exact same position, seat, and pose" },
+  { id: "faces", label: "Faces & marks", text: "all facial features, expressions, tattoos, scars, and skin marks remain identical" },
+  { id: "wardrobe", label: "Wardrobe", text: "all clothing, armor, gloves, and accessories stay exactly the same" },
+  { id: "props", label: "Props", text: "all props and objects keep their exact same positions, shapes, and details" },
+  { id: "background", label: "Background", text: "the background, set, furniture, and environment stay completely fixed" },
+  { id: "lighting", label: "Lighting", text: "the lighting direction, color, shadows, and highlights remain consistent" },
+];
+
+export function shotZoomWord(z: number): string {
+  if (z <= 3) return "wide shot";
+  if (z <= 5) return "medium-wide shot";
+  if (z <= 8) return "medium shot";
+  if (z <= 11) return "medium close-up";
+  if (z <= 14) return "close-up";
+  if (z <= 17) return "tight close-up";
+  return "extreme close-up";
+}
+
+export function shotSentence(s: Pick<ShotState, "rot" | "tilt" | "zoom">): string {
+  const bits: string[] = [];
+  const zw = shotZoomWord(s.zoom);
+  bits.push((/^[aeiou]/i.test(zw) ? "an " : "a ") + zw, "of the subject");
+  if (s.rot !== 0) {
+    const ab = Math.abs(s.rot);
+    const dir = s.rot > 0 ? "right" : "left";
+    if (ab >= 75) bits.push(`from the ${dir} side in profile`);
+    else if (ab >= 30) bits.push(`from about ${ab} degrees to the ${dir}`);
+    else bits.push(`turned slightly to the ${dir}`);
+  }
+  if (s.tilt !== 0) {
+    const ab = Math.abs(s.tilt);
+    if (s.tilt > 0) bits.push(ab >= 30 ? "looking down from a high angle" : "from slightly above");
+    else bits.push(ab >= 30 ? "looking up from a low angle" : "from slightly below");
+  }
+  return bits.join(" ");
+}
+
+export function buildShotPrompt(s: ShotState): string {
+  let lead = s.preset ? s.preset.phrase : `create ${shotSentence(s)}`;
+  lead = lead.charAt(0).toUpperCase() + lead.slice(1);
+  if (!/[.!?]$/.test(lead)) lead += ".";
+  let p = lead + " Everything else in the scene stays exactly the same.";
+  const locked = SHOT_ANCHORS.filter((a) => s.anchors[a.id]).map((a) => a.text);
+  if (locked.length) p += ` Keep these identical: ${locked.join("; ")}.`;
+  return p;
+}
diff --git a/frontend/gpm-core/workflow.ts b/frontend/gpm-core/workflow.ts
new file mode 100644
index 000000000..3833e9351
--- /dev/null
+++ b/frontend/gpm-core/workflow.ts
@@ -0,0 +1,81 @@
+/**
+ * gpm-core / workflow builder
+ *
+ * PURE module. Role-bound reference slots assembled into an @imageN directive,
+ * ported from `ltx-gpm.jsx` (buildWorkflowPrompt). An optional embedded
+ * performance spec is appended when enabled.
+ */
+
+export type WfRole = "character" | "location" | "style" | "storyboard" | "asset" | "general";
+
+export interface WfRoleOption {
+  value: WfRole;
+  label: string;
+}
+
+export interface WfSlot {
+  id: string;
+  role: WfRole;
+  note: string;
+  filled: boolean;
+  /** Bound reference image from the Images library (optional). */
+  imgId?: string;
+  imgName?: string;
+}
+
+export interface WfPerformance {
+  enabled: boolean;
+}
+
+export interface WfState {
+  name: string;
+  slots: WfSlot[];
+  directive: string;
+  aspectRatio: string;
+  motionHint: string;
+  performance: WfPerformance;
+}
+
+export const WF_ROLES: WfRoleOption[] = [
+  { value: "character", label: "👤 Character Ref" },
+  { value: "location", label: "📍 Location Ref" },
+  { value: "style", label: "🎨 Style Ref" },
+  { value: "storyboard", label: "🎞 Storyboard Frame" },
+  { value: "asset", label: "📦 Asset / Prop" },
+  { value: "general", label: "🖼 General Ref" },
+];
+
+export function wfRoleLabel(v: WfRole): string {
+  return WF_ROLES.find((r) => r.value === v)?.label ?? "🖼 General Ref";
+}
+
+/**
+ * Assemble the workflow prompt. `perfText` is the current Performance Studio
+ * output, appended only when `wf.performance.enabled` is true.
+ */
+export function buildWorkflowPrompt(wf: WfState, perfText: string): string {
+  const filled = wf.slots.map((s, i) => ({ s, i })).filter((e) => e.s.filled);
+  if (filled.length === 0 && !wf.directive.trim()) return "";
+
+  const parts: string[] = [];
+  if (filled.length) {
+    const refs = filled
+      .map(({ s, i }) => {
+        const role = wfRoleLabel(s.role).replace(/^\S+ /, "");
+        const note = s.note ? ` (${s.note})` : "";
+        return `@image${i + 1} = ${role}${note}`;
+      })
+      .join(", ");
+    parts.push(`Using these reference images: ${refs}.`);
+  }
+  if (wf.directive.trim()) parts.push(wf.directive.trim());
+
+  const extras: string[] = [];
+  if (wf.aspectRatio && wf.aspectRatio !== "16:9") extras.push(`Aspect ratio: ${wf.aspectRatio}`);
+  if (wf.motionHint.trim()) extras.push(wf.motionHint.trim());
+  if (extras.length) parts.push(extras.join(". ") + ".");
+
+  if (wf.performance.enabled && perfText) parts.push(perfText);
+
+  return parts.join(" ");
+}
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 21f973956..ca9d5dbbf 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -18,6 +18,7 @@ import type { Asset } from '../types/project-model'
 import { GenerationErrorDialog } from '../components/GenerationErrorDialog'
 import { addVisualAssetToProject } from '../lib/asset-copy'
 import { pathToFileUrl } from '../lib/file-url'
+import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from '../components/gpm/gpm-image-file'
 import {
   areVideoGenerationSettingsEquivalent,
   getVideoGenerationModelSpecs,
@@ -445,6 +446,15 @@ function PromptBar({
     e.preventDefault()
     setIsDragOver(false)
 
+    // Image dragged from the Prompt Manager Pro library (a dataURL): persist to
+    // a file, then use it as the input image.
+    const gpmData = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpmData) {
+      const { name, dataUrl } = JSON.parse(gpmData) as GpmDndImage
+      void saveDataUrlToTempFile(dataUrl, name).then(onInputImageChange).catch(() => {})
+      return
+    }
+
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
       const asset = JSON.parse(assetData) as Asset
@@ -901,6 +911,11 @@ export function GenSpace() {
     genSpaceIcLoraSource,
     setGenSpaceIcLoraSource,
     setPendingIcLoraUpdate,
+    genSpacePromptInjection,
+    setGenSpacePromptInjection,
+    genSpaceInputImagePath,
+    setGenSpaceInputImagePath,
+    genSpacePromptClearNonce,
   } = useProjects()
   const currentProjectId = activeProject?.id ?? null
   const { shouldVideoGenerateWithLtxApi, forceApiGenerations, settings: appSettings } = useAppSettings()
@@ -1028,6 +1043,32 @@ export function GenSpace() {
     }
   }, [genSpaceEditImagePath, setGenSpaceEditImagePath, setGenSpaceEditMode])
 
+  // Handle prompt text injected from Prompt Manager Pro. Append to any existing
+  // prompt (on its own line) so it composes with whatever the user is writing.
+  useEffect(() => {
+    if (genSpacePromptInjection == null) return
+    const injected = genSpacePromptInjection
+    setPrompt((prev) => (prev.trim() ? `${prev.trimEnd()}\n${injected}` : injected))
+    setGenSpacePromptInjection(null)
+  }, [genSpacePromptInjection, setGenSpacePromptInjection])
+
+  // Handle reference image sent from Prompt Manager Pro (keeps the prompt intact).
+  useEffect(() => {
+    if (!genSpaceInputImagePath) return
+    setMode('video')
+    setInputImage(genSpaceInputImagePath)
+    setGenSpaceInputImagePath(null)
+  }, [genSpaceInputImagePath, setGenSpaceInputImagePath])
+
+  // Clear the prompt box on request from Prompt Manager Pro (skip initial mount).
+  const lastClearNonce = useRef(genSpacePromptClearNonce)
+  useEffect(() => {
+    if (genSpacePromptClearNonce !== lastClearNonce.current) {
+      lastClearNonce.current = genSpacePromptClearNonce
+      setPrompt('')
+    }
+  }, [genSpacePromptClearNonce])
+
   // Handle incoming audio from the Video Editor for A2V
   useEffect(() => {
     if (genSpaceAudioPath) {
diff --git a/ltx-gpm.jsx b/ltx-gpm.jsx
new file mode 100644
index 000000000..71e053f53
--- /dev/null
+++ b/ltx-gpm.jsx
@@ -0,0 +1,950 @@
+import React, { useState, useMemo, useRef, useEffect } from "react";
+import {
+  ChevronLeft, Settings, FileText, Heart, LayoutGrid, Sparkles, Image as ImageIcon,
+  Music, Video, Clock, Monitor, Search, Copy, Send, Wand2, X, Maximize2, Minimize2,
+  Folder, FolderPlus, Plus, Upload, Download, Save, RefreshCw, Check, Film, Camera,
+  Layers, Workflow as WorkflowIcon, Drama, Lock, Eye, Volume2, Scissors, Type,
+  MousePointer2, ArrowRightLeft, Play, AlertTriangle, ChevronRight, Target, RotateCcw
+} from "lucide-react";
+
+/* ============================================================================
+ * GPM CORE (INLINED) — real prompt logic ported from GPM v13.2.4.
+ * In the fork these come from the shared core package; artifacts can't import
+ * local files, so the engines live here verbatim and genuinely compute.
+ * ========================================================================== */
+
+// ---- Performance engine (faithful subset of the 24 families) ----------------
+const PERF_FAMILIES = [
+  { family: "Sadness", subtext: "carrying weight that won't put down", waypoints: [
+    { name: "Melancholy", va: { v: -0.4, a: -0.3 }, facs: ["AU1","AU4","AU15","AU41"], anat: "inner brows subtly raised and drawn together, lip corners barely turned down, upper eyelids slightly heavy", perf: "stillness, slow blink rate, breath quiet and even, gaze unfocused on middle distance" },
+    { name: "Grief Contained", va: { v: -0.85, a: 0.6 }, facs: ["AU1","AU4","AU15","AU17"], anat: "inner brows knitted up and together with vertical furrow, mouth corners drawn down, chin pushed up beneath a tensed lower lip, eyes wet but not spilling", perf: "rigid stillness, breath held in the chest, jaw locked, single tear pooling without falling, micro-tremor in lower lip" },
+    { name: "Grief Breaking", va: { v: -0.95, a: 0.9 }, facs: ["AU1","AU4","AU6","AU15","AU17","AU25"], anat: "inner brows pulled sharply up, eyes squeezed partly shut with tears overflowing, mouth corners pulled hard down, lower lip protruded and trembling", perf: "shoulders shaking, breath in catching gasps, head dropping forward" },
+  ]},
+  { family: "Fear", subtext: "watching for the thing that hasn't arrived yet", waypoints: [
+    { name: "Anxiety", va: { v: -0.5, a: 0.6 }, facs: ["AU1","AU2","AU4","AU5","AU24"], anat: "inner brows raised and slightly drawn together, eyes alert with mild upper-lid lift, lips pressed thin", perf: "restless micro-movements, shallow upper-chest breathing, eyes scanning, jaw subtly tight" },
+    { name: "Dread", va: { v: -0.75, a: 0.7 }, facs: ["AU1","AU2","AU4","AU5","AU20","AU24"], anat: "brows raised and pulled together, eyes wide and tense with upper lids elevated, lips slightly stretched, color drained", perf: "stillness with held breath, swallow visible, slow shake of head, body weight pulled back" },
+    { name: "Terror", va: { v: -0.95, a: 1.0 }, facs: ["AU1","AU2","AU4","AU5","AU20","AU26"], anat: "brows pulled high and tight, eyes stretched wide showing white above the iris, mouth open and pulled sideways into a frozen grimace", perf: "head recoiled, body frozen mid-motion, breath stopped, hands raised defensively" },
+  ]},
+  { family: "Anger", subtext: "the line that cannot be crossed has been crossed", waypoints: [
+    { name: "Sternness", va: { v: -0.3, a: 0.2 }, facs: ["AU4","AU7","AU24"], anat: "brows lowered and slightly drawn together, lids tightened into a level gaze, lips pressed firmly, jaw set", perf: "minimal movement, breathing slow and controlled, posture squared, gaze unwavering" },
+    { name: "Cold Anger", va: { v: -0.7, a: 0.5 }, facs: ["AU4","AU5","AU7","AU23"], anat: "brows pulled down with a vertical crease, hard stare, lips pressed into a thin tense line, nostrils slightly flared", perf: "unnatural stillness, jaw muscles working, breath controlled with effort, slight forward lean" },
+    { name: "Rage", va: { v: -0.9, a: 1.0 }, facs: ["AU4","AU5","AU7","AU10","AU23","AU25"], anat: "brows pulled violently down with deep furrows, eyes bulging, lips pulled back to bare clenched teeth, jaw thrust forward", perf: "breath heavy and audible, shoulders heaving, body coiled forward, hands clenched" },
+  ]},
+  { family: "Joy", subtext: "the good thing is actually happening", waypoints: [
+    { name: "Contentment", va: { v: 0.6, a: -0.3 }, facs: ["AU6","AU12"], anat: "lip corners gently turned up with cheeks softly raised, eyes relaxed and warm, brow smooth", perf: "slow easy breath, soft blink rate, head settled, gaze present and unhurried" },
+    { name: "Felt Joy", va: { v: 0.8, a: 0.5 }, facs: ["AU6","AU12","AU25"], anat: "mouth pulled up and outward while cheeks lift, outer eye corners crinkle, upper teeth just visible — a genuine felt smile", perf: "light forward energy, easier breath, eyes engaged with what produced the feeling" },
+    { name: "Elation", va: { v: 0.95, a: 0.9 }, facs: ["AU6","AU12","AU25","AU26"], anat: "wide open smile with teeth visible, cheeks pushed high, eyes shining, head tilted back, jaw dropped in laughter", perf: "body loose and bouncing, breath catching with laughter, head thrown back" },
+  ]},
+  { family: "Surprise", subtext: "the world just rearranged itself", waypoints: [
+    { name: "Mild Surprise", va: { v: 0, a: 0.5 }, facs: ["AU1","AU2","AU5"], anat: "brows lifted with horizontal forehead lines, upper lids slightly raised, mouth neutral or just parted", perf: "head pulls back a touch, blink, brief breath catch, quick re-orientation" },
+    { name: "Shock", va: { v: -0.4, a: 0.95 }, facs: ["AU1","AU2","AU5","AU27"], anat: "brows shot up and arched, eyes stretched wide with white all around the iris, mouth dropped fully open in a slack oval", perf: "body frozen, breath caught, hand may rise toward mouth, total stillness for a beat" },
+  ]},
+  { family: "Disgust", subtext: "the body rejecting what it sees", waypoints: [
+    { name: "Distaste", va: { v: -0.4, a: 0.2 }, facs: ["AU9","AU10","AU15"], anat: "subtle nose wrinkle, upper lip slightly raised on one side, mouth corners faintly down", perf: "small head turn away, slight backward lean, gaze averted briefly" },
+    { name: "Revulsion", va: { v: -0.9, a: 0.8 }, facs: ["AU9","AU10","AU15","AU16","AU25"], anat: "deeply wrinkled nose, upper lip pulled hard up to bare teeth, lower lip pulled down and out, eyes squinted", perf: "full body recoil, gag reflex visible, hand clamped over mouth, head turned sharply away" },
+  ]},
+  { family: "Determination", subtext: "the decision is already made", waypoints: [
+    { name: "Resolve", va: { v: 0.1, a: 0.5 }, facs: ["AU4","AU7","AU24"], anat: "brows lowered with a focused furrow, eyes locked forward, lips pressed firmly, jaw set, chin level", perf: "controlled breath in through nose, steady posture, gaze unwavering, small nod possible" },
+    { name: "Fierce Will", va: { v: 0.2, a: 0.85 }, facs: ["AU4","AU5","AU7","AU24"], anat: "brows pulled down with focused intensity, eyes wide and locked, lips pressed hard, masseter visibly tensed", perf: "breath drawn in and held, body coiled and ready, slight forward lean, hands clenched" },
+  ]},
+  { family: "Tenderness", subtext: "looking at someone you would protect with your life", waypoints: [
+    { name: "Soft Warmth", va: { v: 0.6, a: -0.2 }, facs: ["AU6","AU12","AU43"], anat: "gentle smile with cheeks softly raised, eyelids relaxed, gaze warm and steady, head tilted slightly", perf: "slow soft breathing, unhurried blink, the faintest forward lean, gaze resting with ease" },
+    { name: "Deep Tenderness", va: { v: 0.7, a: 0.2 }, facs: ["AU1","AU6","AU12","AU43"], anat: "inner brows raised softly with a tender smile, eyes glistening slightly, cheeks raised, lips parted", perf: "breath caught with feeling, eyes welling faintly, hand may rise toward the other's face" },
+  ]},
+  { family: "Awe", subtext: "encountering something far larger than yourself", waypoints: [
+    { name: "Wonder", va: { v: 0.5, a: 0.5 }, facs: ["AU1","AU2","AU5","AU25"], anat: "brows raised high and smooth, eyes wide and bright taking everything in, lips parted softly, head lifting", perf: "breath drawn in and held, slow head shake, gaze sweeping upward, body still and absorbed" },
+    { name: "Overwhelmed Awe", va: { v: 0.4, a: 0.8 }, facs: ["AU1","AU2","AU5","AU26"], anat: "brows raised high, eyes stretched wide and welling, mouth fallen open, head tilted back", perf: "breath catching, hand rising slowly to chest or mouth, body frozen, a barely audible exhale" },
+  ]},
+  { family: "Sinister", subtext: "already knowing how this ends for you", waypoints: [
+    { name: "Calculating Menace", va: { v: -0.3, a: -0.1 }, facs: ["AU7","AU12","AU43"], anat: "a slow controlled half-smile that does not reach the eyes, lids slightly lowered, unblinking gaze, head very still", perf: "near-total stillness, slow deliberate blink, breathing quiet and even, the calm of someone in control" },
+    { name: "Cruel Relish", va: { v: -0.5, a: 0.3 }, facs: ["AU6","AU7","AU12","AU14"], anat: "a tightening smile with cheeks raised but eyes cold and narrowed, gaze locked and savoring, head tilted", perf: "a slow lean forward, savoring quality, a quiet exhale of pleasure, tracking the other's discomfort" },
+    { name: "Overt Malice", va: { v: -0.8, a: 0.7 }, facs: ["AU4","AU5","AU7","AU9","AU12","AU23"], anat: "brows lowered over wide cold eyes, a predatory stare, a hard baring smile with teeth showing, jaw set", perf: "stillness coiled into forward intent, a deliberate step closer, the threat fully surfaced" },
+  ]},
+  { family: "Hope", subtext: "afraid to believe it but unable not to", waypoints: [
+    { name: "Fragile Hope", va: { v: 0.2, a: 0.4 }, facs: ["AU1","AU2","AU5","AU12"], anat: "inner brows raised softly, eyes widening with a tentative light, a small uncertain smile beginning, head lifting slightly", perf: "breath held in anticipation, a forward lean, the smile flickering between belief and fear" },
+    { name: "Rising Hope", va: { v: 0.5, a: 0.6 }, facs: ["AU1","AU2","AU5","AU6","AU12"], anat: "brows raised high, eyes wide and shining and welling, a growing genuine smile lifting the cheeks, head coming up", perf: "breath quickening, hand rising to chest, body straightening, caution giving way to joy" },
+  ]},
+  { family: "Exhaustion", subtext: "running on empty and past pretending otherwise", waypoints: [
+    { name: "Weariness", va: { v: -0.3, a: -0.5 }, facs: ["AU41","AU43","AU15"], anat: "heavy upper eyelids drooping, faint downturn at the mouth, slack facial muscles, gaze unfocused", perf: "slow heavy blinks, delayed reactions, a long exhale, shoulders sagging" },
+    { name: "Depletion", va: { v: -0.5, a: -0.7 }, facs: ["AU41","AU43","AU15","AU54"], anat: "eyes barely open and unfocused, whole face gone slack, mouth slightly open from fatigue, head low", perf: "eyes closing involuntarily, head dropping and jerking back up, body held up by effort alone" },
+  ]},
+];
+
+const lerp = (a, b, t) => a + (b - a) * t;
+function perfWaypointPair(fam, intensity) {
+  const w = fam.waypoints;
+  if (w.length === 2) return { a: w[0], b: w[1], t: intensity };
+  if (intensity <= 0.5) return { a: w[0], b: w[1], t: intensity * 2 };
+  return { a: w[1], b: w[2], t: (intensity - 0.5) * 2 };
+}
+function perfIntensityWord(i) {
+  if (i < 0.15) return "trace"; if (i < 0.4) return "slight";
+  if (i < 0.65) return "moderate"; if (i < 0.85) return "pronounced"; return "maximum";
+}
+function perfLabel(fam, i) {
+  const w = fam.waypoints;
+  if (w.length === 2) { if (i < 0.33) return w[0].name; if (i > 0.67) return w[1].name; return `${w[0].name} → ${w[1].name}`; }
+  if (i < 0.2) return w[0].name; if (i < 0.4) return `${w[0].name} → ${w[1].name}`;
+  if (i < 0.6) return w[1].name; if (i < 0.8) return `${w[1].name} → ${w[2].name}`; return w[2].name;
+}
+function perfAsymNote(a) {
+  if (a < 0.3) return null;
+  if (a < 0.55) return "with slight left-right asymmetry across the brow or mouth";
+  if (a < 0.8) return "with visible facial asymmetry — one side more active than the other";
+  return "with strong facial asymmetry, the expression noticeably stronger on one side";
+}
+function perfDeliveryNote(d) {
+  if (d === "slow") return "speaking slowly, weighing each word, leaving silence between phrases";
+  if (d === "halting") return "halting delivery, starting and stopping, searching for the words";
+  return null;
+}
+function assemblePerformance({ familyIndex = 0, intensity = 0.5, asymmetry = 0.25, dialogue = "", delivery = "natural" }) {
+  const fam = PERF_FAMILIES[familyIndex];
+  const line = (dialogue || "").trim();
+  const { a, b, t } = perfWaypointPair(fam, intensity);
+  const v = lerp(a.va.v, b.va.v, t), ar = lerp(a.va.a, b.va.a, t);
+  const wp = t < 0.5 ? a : b;
+  const iw = perfIntensityWord(intensity);
+  const asym = perfAsymNote(asymmetry);
+  const anat = asym ? `${wp.anat}, ${asym}` : wp.anat;
+  const label = `${fam.family} — ${perfLabel(fam, intensity)}`;
+  const layers = [
+    { k: "V/A", v: `valence ${v.toFixed(2)}, arousal ${ar.toFixed(2)}` },
+    { k: "FACS", v: `${wp.facs.join(" + ")} at ${iw} intensity` },
+    { k: "Anatomical", v: anat },
+    { k: "Performance", v: wp.perf },
+    { k: "Subtext", v: fam.subtext },
+  ];
+  if (line) {
+    layers.push({ k: "Dialogue", v: `"${line}"` });
+    const dn = perfDeliveryNote(delivery);
+    if (dn) layers.push({ k: "Delivery", v: dn });
+    layers.push({ k: "Lip sync", v: "Be sure to get dialogue and lip sync perfectly aligned." });
+  } else {
+    layers.push({ k: "No dialogue", v: "No dialogue. The character does not speak; lips remain still and at rest." });
+  }
+  return { label, layers, text: layers.map((l) => `${l.k}: ${l.v}`).join("\n") };
+}
+
+// ---- Shot engine (faithful subset) ------------------------------------------
+const SHOT_PRESETS = [
+  { name: "Front", icon: "👁", rot: 0, tilt: 0, zoom: 8, phrase: "create a straight-on front view of the subject at eye level" },
+  { name: "Hero ¾", icon: "🦸", rot: 35, tilt: -8, zoom: 9, phrase: "create a three-quarter hero angle shot of the subject, viewed slightly from below" },
+  { name: "Profile", icon: "◐", rot: 90, tilt: 0, zoom: 9, phrase: "create a side profile shot of the subject" },
+  { name: "Worm's Eye", icon: "🐛", rot: 0, tilt: -40, zoom: 7, phrase: "create a low worm's-eye angle shot looking up at the subject" },
+  { name: "Bird's Eye", icon: "🦅", rot: 0, tilt: 42, zoom: 5, phrase: "create a high bird's-eye angle shot looking down at the subject" },
+  { name: "Dutch Tilt", icon: "📐", rot: 15, tilt: 0, zoom: 9, phrase: "create a dutch tilt shot of the subject, camera rolled at a diagonal angle" },
+  { name: "Extreme CU", icon: "🔬", rot: 0, tilt: 0, zoom: 19, phrase: "create an extreme close-up of the subject's face" },
+  { name: "Medium Wide", icon: "🖼", rot: 0, tilt: 0, zoom: 4, phrase: "create a medium-wide shot of the subject, showing them head to toe" },
+];
+const SHOT_ANCHORS = [
+  { id: "positions", label: "Positions", text: "every person stays in their exact same position, seat, and pose" },
+  { id: "faces", label: "Faces & marks", text: "all facial features, expressions, tattoos, scars, and skin marks remain identical" },
+  { id: "wardrobe", label: "Wardrobe", text: "all clothing, armor, gloves, and accessories stay exactly the same" },
+  { id: "props", label: "Props", text: "all props and objects keep their exact same positions, shapes, and details" },
+  { id: "background", label: "Background", text: "the background, set, furniture, and environment stay completely fixed" },
+  { id: "lighting", label: "Lighting", text: "the lighting direction, color, shadows, and highlights remain consistent" },
+];
+function shotZoomWord(z) {
+  if (z <= 3) return "wide shot"; if (z <= 5) return "medium-wide shot"; if (z <= 8) return "medium shot";
+  if (z <= 11) return "medium close-up"; if (z <= 14) return "close-up"; if (z <= 17) return "tight close-up"; return "extreme close-up";
+}
+function shotSentence(s) {
+  const bits = [];
+  const zw = shotZoomWord(s.zoom);
+  bits.push((/^[aeiou]/i.test(zw) ? "an " : "a ") + zw, "of the subject");
+  if (s.rot !== 0) {
+    const ab = Math.abs(s.rot), dir = s.rot > 0 ? "right" : "left";
+    if (ab >= 75) bits.push(`from the ${dir} side in profile`);
+    else if (ab >= 30) bits.push(`from about ${ab} degrees to the ${dir}`);
+    else bits.push(`turned slightly to the ${dir}`);
+  }
+  if (s.tilt !== 0) {
+    const ab = Math.abs(s.tilt);
+    if (s.tilt > 0) bits.push(ab >= 30 ? "looking down from a high angle" : "from slightly above");
+    else bits.push(ab >= 30 ? "looking up from a low angle" : "from slightly below");
+  }
+  return bits.join(" ");
+}
+function buildShotPrompt(s) {
+  let lead = s.preset ? s.preset.phrase : `create ${shotSentence(s)}`;
+  lead = lead.charAt(0).toUpperCase() + lead.slice(1);
+  if (!/[.!?]$/.test(lead)) lead += ".";
+  let p = lead + " Everything else in the scene stays exactly the same.";
+  const locked = SHOT_ANCHORS.filter((a) => s.anchors[a.id]).map((a) => a.text);
+  if (locked.length) p += ` Keep these identical: ${locked.join("; ")}.`;
+  return p;
+}
+
+// ---- Camera technique library (cinematography reference cards) ---------------
+const CAM_CATS = ["All", "Angles", "Sizes", "Framing", "Movement", "Lighting", "Film Stocks", "Movie Looks"];
+const CAM_CARDS = [
+  { id: "high", cat: "Angles", label: "High Angle", phrase: "high camera angle looking down at the subject" },
+  { id: "eye", cat: "Angles", label: "Eye Level", phrase: "neutral eye-level camera angle" },
+  { id: "low", cat: "Angles", label: "Low Angle", phrase: "low camera angle looking up, imposing perspective" },
+  { id: "dutch", cat: "Angles", label: "Dutch Angle", phrase: "dutch tilt, camera rolled at a diagonal" },
+  { id: "worm", cat: "Angles", label: "Worm's Eye", phrase: "extreme low worm's-eye view looking straight up" },
+  { id: "bird", cat: "Angles", label: "Bird's Eye", phrase: "overhead bird's-eye view looking straight down" },
+  { id: "xwide", cat: "Sizes", label: "Extreme Wide", phrase: "extreme wide establishing shot, subject small in frame" },
+  { id: "wide", cat: "Sizes", label: "Wide Shot", phrase: "wide shot showing the subject full-length in context" },
+  { id: "medium", cat: "Sizes", label: "Medium Shot", phrase: "medium shot framed from the waist up" },
+  { id: "cu", cat: "Sizes", label: "Close-Up", phrase: "close-up on the face and shoulders" },
+  { id: "xcu", cat: "Sizes", label: "Extreme CU", phrase: "extreme close-up filling the frame with the eyes" },
+  { id: "rule", cat: "Framing", label: "Rule of Thirds", phrase: "composed on the rule of thirds, subject off-center" },
+  { id: "center", cat: "Framing", label: "Center Frame", phrase: "symmetrical centered composition" },
+  { id: "ots", cat: "Framing", label: "Over Shoulder", phrase: "over-the-shoulder framing with foreground figure soft" },
+  { id: "lead", cat: "Framing", label: "Leading Lines", phrase: "strong leading lines drawing the eye to the subject" },
+  { id: "dolly", cat: "Movement", label: "Dolly In", phrase: "slow dolly push-in toward the subject" },
+  { id: "orbit", cat: "Movement", label: "Orbit", phrase: "smooth orbiting camera circling the subject" },
+  { id: "track", cat: "Movement", label: "Tracking", phrase: "cinematic tracking shot gliding alongside the subject" },
+  { id: "crane", cat: "Movement", label: "Crane", phrase: "rising crane move revealing the scene" },
+  { id: "rembrandt", cat: "Lighting", label: "Rembrandt", phrase: "Rembrandt lighting, triangle of light on the shadow cheek" },
+  { id: "rim", cat: "Lighting", label: "Rim Light", phrase: "strong rim light separating subject from background" },
+  { id: "lowkey", cat: "Lighting", label: "Low Key", phrase: "low-key dramatic lighting, deep shadows" },
+  { id: "golden", cat: "Lighting", label: "Golden Hour", phrase: "warm golden-hour light, long soft shadows" },
+  { id: "portra", cat: "Film Stocks", label: "Kodak Portra", phrase: "Kodak Portra film aesthetic, soft natural skin tones" },
+  { id: "cinestill", cat: "Film Stocks", label: "CineStill 800T", phrase: "CineStill 800T look, tungsten night palette, halation glow" },
+  { id: "trix", cat: "Film Stocks", label: "Tri-X B&W", phrase: "Kodak Tri-X black-and-white, gritty grain" },
+  { id: "teal", cat: "Movie Looks", label: "Teal & Orange", phrase: "cinematic teal-and-orange grade, warm skin cool shadows" },
+  { id: "bleach", cat: "Movie Looks", label: "Bleach Bypass", phrase: "bleach-bypass look, desaturated, crushed contrast" },
+  { id: "noir", cat: "Movie Looks", label: "Film Noir", phrase: "high-contrast black-and-white noir, hard chiaroscuro" },
+];
+
+// ---- Prompt library (folders + cards) ---------------------------------------
+const PROMPT_FOLDERS = [
+  { name: "Cinematic Basics", cards: [
+    { id: "cb1", title: "Slow Push-In", text: "A slow cinematic push-in on the subject, shallow depth of field, soft volumetric light." },
+    { id: "cb2", title: "Establishing Wide", text: "A sweeping wide establishing shot of the location at golden hour, anamorphic flare." },
+  ]},
+  { name: "Action Scenes", cards: [
+    { id: "as1", title: "Hero Reveal", text: "Low three-quarter hero angle, dust and embers in the air, backlit silhouette resolving into the figure." },
+    { id: "as2", title: "Tracking Run", text: "Cinematic tracking shot gliding alongside the running subject, motion blur on the background." },
+  ]},
+  { name: "Video Modifiers", cards: [
+    { id: "vm1", title: "Hold Still / Camera Only", text: "The subject holds their exact pose; only the camera moves, one slow continuous move." },
+    { id: "vm2", title: "Lip-Sync Pass", text: "Be sure to get dialogue and lip sync perfectly aligned." },
+  ]},
+];
+
+/* ============================================================================
+ * Theme tokens (sampled from the LTX / GPM screenshots)
+ * ========================================================================== */
+const C = {
+  app: "#0a0a0c", panel: "#0e0e12", card: "#16161b", elev: "#1c1c22", hover: "#23232a",
+  border: "#26262d", borderLt: "#34343d",
+  text: "#f3f3f6", muted: "#8c8c95", faint: "#5c5c65",
+  blue: "#1f8fff", blueDeep: "#0a84ff", green: "#28c76f", red: "#ef4757", amber: "#f5a623",
+};
+
+// ---- Workflow engine (role-bound slots → @imageN prompt) --------------------
+const WF_ROLES = [
+  { value: "character", label: "👤 Character Ref" },
+  { value: "location", label: "📍 Location Ref" },
+  { value: "style", label: "🎨 Style Ref" },
+  { value: "storyboard", label: "🎞 Storyboard Frame" },
+  { value: "asset", label: "📦 Asset / Prop" },
+  { value: "general", label: "🖼 General Ref" },
+];
+const wfRoleLabel = (v) => (WF_ROLES.find((r) => r.value === v)?.label || "🖼 General Ref");
+function buildWorkflowPrompt(wf, perfText) {
+  const filled = wf.slots.map((s, i) => ({ s, i })).filter((e) => e.s.filled);
+  if (filled.length === 0 && !wf.directive.trim()) return "";
+  const parts = [];
+  if (filled.length) {
+    const refs = filled.map(({ s, i }) => {
+      const role = wfRoleLabel(s.role).replace(/^[^\s]+ /, "");
+      const note = s.note ? ` (${s.note})` : "";
+      return `@image${i + 1} = ${role}${note}`;
+    }).join(", ");
+    parts.push(`Using these reference images: ${refs}.`);
+  }
+  if (wf.directive.trim()) parts.push(wf.directive.trim());
+  const extras = [];
+  if (wf.aspectRatio && wf.aspectRatio !== "16:9") extras.push(`Aspect ratio: ${wf.aspectRatio}`);
+  if (wf.motionHint.trim()) extras.push(wf.motionHint.trim());
+  if (extras.length) parts.push(extras.join(". ") + ".");
+  if (wf.performance.enabled && perfText) parts.push(perfText);
+  return parts.join(" ");
+}
+
+/* ============================================================================
+ * UI atoms
+ * ========================================================================== */
+function Slider({ value, min, max, step, onChange, left, mid, right }) {
+  return (
+    <div>
+      <input type="range" min={min} max={max} step={step} value={value}
+        onChange={(e) => onChange(parseFloat(e.target.value))}
+        className="w-full h-1.5 cursor-pointer" style={{ accentColor: C.blue, background: "transparent" }} />
+      <div className="flex justify-between mt-1 text-[10px] tracking-wide" style={{ color: C.faint }}>
+        <span>{left}</span><span>{mid}</span><span>{right}</span>
+      </div>
+    </div>
+  );
+}
+
+function Btn({ children, onClick, color = C.elev, text = C.text, border, className = "", icon: Ic, title }) {
+  return (
+    <button onClick={onClick} title={title}
+      className={`flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-medium transition-colors ${className}`}
+      style={{ background: color, color: text, border: border ? `1px solid ${border}` : "1px solid transparent" }}
+      onMouseEnter={(e) => (e.currentTarget.style.filter = "brightness(1.15)")}
+      onMouseLeave={(e) => (e.currentTarget.style.filter = "none")}>
+      {Ic && <Ic size={13} />}{children}
+    </button>
+  );
+}
+
+function Label({ children, className = "" }) {
+  return <div className={`text-[10px] font-semibold uppercase tracking-wider mb-1.5 ${className}`} style={{ color: C.muted }}>{children}</div>;
+}
+function Chip({ children }) {
+  return <span className="px-1 rounded tabular-nums" style={{ background: C.elev, color: C.blue, fontSize: 9 }}>{children}</span>;
+}
+function SearchBar({ value, onChange, placeholder }) {
+  return (
+    <div className="flex items-center gap-2 rounded-md px-3 py-2" style={{ background: C.card, border: `1px solid ${C.border}` }}>
+      <Search size={14} style={{ color: C.faint }} />
+      <input value={value} onChange={(e) => onChange(e.target.value)} placeholder={placeholder}
+        className="flex-1 bg-transparent outline-none text-xs" style={{ color: C.text }} />
+    </div>
+  );
+}
+
+/* Collapsible section — every panel is foldable to save vertical space.
+ * open = explicit override (sectionsOpen[id]) else the global allOpen default. */
+function Section({ id, title, sectionsOpen, setSectionsOpen, allOpen, right, children }) {
+  const open = sectionsOpen[id] ?? allOpen;
+  const toggle = () => setSectionsOpen((s) => ({ ...s, [id]: !(s[id] ?? allOpen) }));
+  return (
+    <div className="rounded-lg mb-2 overflow-hidden" style={{ border: `1px solid ${C.border}` }}>
+      <button onClick={toggle} className="w-full flex items-center justify-between px-3 py-2.5 text-[11px] font-semibold uppercase tracking-wide" style={{ background: C.card }}>
+        <span className="flex items-center gap-1.5">
+          <ChevronRight size={13} style={{ transform: open ? "rotate(90deg)" : "none", transition: "transform .15s", color: C.muted }} />
+          {title}
+        </span>
+        {right}
+      </button>
+      {open && <div className="p-3" style={{ borderTop: `1px solid ${C.border}` }}>{children}</div>}
+    </div>
+  );
+}
+
+/* ============================================================================
+ * Main App
+ * ========================================================================== */
+export default function App() {
+  const [topTab, setTopTab] = useState("gpm");
+  const [gpmTab, setGpmTab] = useState("performance");
+  const [enlarged, setEnlarged] = useState(false);
+  const [search, setSearch] = useState("");
+  const [working, setWorking] = useState("");
+  const [toast, setToast] = useState(null);
+  const [gen, setGen] = useState({ active: false, pct: 0 });
+
+  // collapsible state (shared across dock tabs) + global toggle-all
+  const [sectionsOpen, setSectionsOpen] = useState({});
+  const [allOpen, setAllOpen] = useState(true);
+  const toggleAll = () => { setAllOpen((a) => !a); setSectionsOpen({}); };
+
+  const [perf, setPerf] = useState({ familyIndex: 0, intensity: 0.5, asymmetry: 0.25, dialogue: "I don't know how to do this without you.", delivery: "natural" });
+  const perfOut = useMemo(() => assemblePerformance(perf), [perf]);
+
+  const [shot, setShot] = useState({ rot: 35, tilt: -8, zoom: 9, preset: SHOT_PRESETS[1], anchors: { faces: true } });
+  const shotOut = useMemo(() => buildShotPrompt(shot), [shot]);
+
+  const [wf, setWf] = useState({
+    name: "Untitled Workflow",
+    slots: [
+      { id: "s1", role: "character", note: "STORM", filled: true },
+      { id: "s2", role: "location", note: "ruined town", filled: true },
+      { id: "s3", role: "general", note: "", filled: false },
+    ],
+    directive: "STORM walks toward camera down the ruined main street, dust drifting.",
+    aspectRatio: "16:9", motionHint: "slow push-in",
+    performance: { enabled: false },
+  });
+  const wfOut = useMemo(() => buildWorkflowPrompt(wf, perfOut.text), [wf, perfOut]);
+
+  const [camCat, setCamCat] = useState("All");
+
+  // timeline + selection
+  const [clips, setClips] = useState([
+    { id: 1, label: 'Her Dialogue: "I don\'t know ho..."', dur: "5.0s", res: "1088p", color: "#1f6fd0" },
+    { id: 2, label: 'Dialogue: "Hey. I\'ve got you."', dur: "4.4s", res: "704p", color: "#c0432e" },
+  ]);
+  const [selectedClipId, setSelectedClipId] = useState(1);
+  const [tiles, setTiles] = useState(["#2a3340", "#3a2f2a", "#26323a", "#1d2730", "#332a30", "#222a26"]);
+
+  const flash = (msg) => { setToast(msg); setTimeout(() => setToast(null), 1700); };
+  const selectedClip = clips.find((c) => c.id === selectedClipId) || null;
+
+  const copyText = (txt) => {
+    try {
+      const ta = document.createElement("textarea");
+      ta.value = txt; ta.style.position = "fixed"; ta.style.opacity = "0";
+      document.body.appendChild(ta); ta.select();
+      try { document.execCommand("copy"); } catch (_) {}
+      document.body.removeChild(ta);
+      if (navigator.clipboard) navigator.clipboard.writeText(txt).catch(() => {});
+    } catch (_) {}
+    flash("Copied to clipboard");
+  };
+
+  const runRegen = (id) => {
+    const t0 = Date.now(), dur = 1200;
+    const iv = setInterval(() => {
+      const pct = Math.min(100, Math.round(((Date.now() - t0) / dur) * 100));
+      setClips((c) => c.map((cl) => (cl.id === id ? { ...cl, regen: pct } : cl)));
+      if (pct >= 100) {
+        clearInterval(iv);
+        setClips((c) => c.map((cl) => (cl.id === id ? { ...cl, regen: undefined, updated: true } : cl)));
+      }
+    }, 50);
+  };
+
+  // Apply the composed prompt to the SELECTED shot (re-gen in place, keeping its
+  // reference image). With no shot selected, it falls back to a fresh generation.
+  const applyToShot = (txt, label) => {
+    if (selectedClipId == null) {
+      const id = Date.now();
+      setClips((c) => [...c, { id, label: label || "New shot", dur: "6.0s", res: "1080p", color: "#1f6fd0", prompt: txt }]);
+      setSelectedClipId(id);
+      runRegen(id);
+      flash("New shot generated");
+      return;
+    }
+    setClips((c) => c.map((cl) => (cl.id === selectedClipId ? { ...cl, prompt: txt } : cl)));
+    runRegen(selectedClipId);
+    flash(`Re-generating "${(selectedClip?.label || "shot").slice(0, 22)}…"`);
+  };
+
+  const generate = () => {
+    if (gen.active) return;
+    setGen({ active: true, pct: 0 });
+    const t0 = Date.now(), dur = 1500;
+    const iv = setInterval(() => {
+      const pct = Math.min(100, Math.round(((Date.now() - t0) / dur) * 100));
+      setGen({ active: true, pct });
+      if (pct >= 100) {
+        clearInterval(iv);
+        const palette = ["#2a3340", "#3a2f2a", "#26323a", "#332a30"];
+        setTiles((tl) => [palette[tl.length % palette.length], ...tl]);
+        setGen({ active: false, pct: 0 });
+        flash("Render complete · added to Gen Space");
+      }
+    }, 60);
+  };
+
+  const dockProps = {
+    gpmTab, setGpmTab, setEnlarged, search, setSearch,
+    perf, setPerf, perfOut, shot, setShot, shotOut, wf, setWf, wfOut,
+    camCat, setCamCat, working, setWorking,
+    copyText, applyToShot, selectedClip,
+    sectionsOpen, setSectionsOpen, allOpen, toggleAll,
+  };
+
+  return (
+    <div className="w-full font-sans select-none" style={{ background: C.app, color: C.text, height: 780, borderRadius: 10, overflow: "hidden", border: `1px solid ${C.border}` }}>
+      {/* Title bar */}
+      <div className="flex items-center justify-between px-3" style={{ height: 30, background: C.blueDeep }}>
+        <div className="flex items-center gap-2 text-[11px] font-medium text-white">
+          <div className="w-3.5 h-3.5 rounded-sm bg-white/90 flex items-center justify-center" style={{ color: C.blueDeep, fontSize: 7, fontWeight: 800 }}>L</div>
+          LTX Desktop
+        </div>
+        <div className="flex items-center gap-3 text-white/80 text-xs"><span>—</span><span>▢</span><span>✕</span></div>
+      </div>
+
+      {/* App top bar */}
+      <div className="flex items-center justify-between px-4" style={{ height: 56, background: C.panel, borderBottom: `1px solid ${C.border}` }}>
+        <div className="flex items-center gap-3">
+          <ChevronLeft size={18} style={{ color: C.muted }} />
+          <span className="text-2xl font-bold tracking-tight" style={{ fontFamily: "Georgia, serif" }}>Ltx</span>
+          <span className="text-sm" style={{ color: C.muted }}>Storm</span>
+        </div>
+        <div className="flex items-center gap-1 rounded-full p-1" style={{ background: C.card, border: `1px solid ${C.border}` }}>
+          <TopTab id="gen" cur={topTab} set={setTopTab} icon={Sparkles}>Gen Space</TopTab>
+          <TopTab id="editor" cur={topTab} set={setTopTab} icon={Film}>Video Editor</TopTab>
+          <TopTab id="gpm" cur={topTab} set={setTopTab} icon={Wand2}>Prompt Manager Pro</TopTab>
+        </div>
+        <div className="flex items-center gap-3" style={{ color: C.muted }}><FileText size={17} /><Settings size={17} /></div>
+      </div>
+
+      {/* Body */}
+      <div className="flex" style={{ height: 694 }}>
+        <div className="flex-1 min-w-0 flex flex-col" style={{ background: C.app }}>
+          {topTab === "gen"
+            ? <GenView tiles={tiles} working={working} setWorking={setWorking} gen={gen} generate={generate} />
+            : <EditorView clips={clips} tiles={tiles} selectedClipId={selectedClipId} onSelect={setSelectedClipId} compact={topTab === "gpm"} />}
+        </div>
+
+        {topTab === "gpm" && !enlarged && <GpmDock {...dockProps} />}
+      </div>
+
+      {/* Enlarged modal */}
+      {topTab === "gpm" && enlarged && (
+        <div style={{ position: "fixed", inset: 0, background: "rgba(0,0,0,0.6)", zIndex: 50 }} className="flex items-center justify-center p-8">
+          <div className="w-full max-w-3xl rounded-xl overflow-hidden flex flex-col" style={{ maxHeight: "86%", background: C.panel, border: `2px solid ${C.blue}`, boxShadow: "0 30px 80px rgba(0,0,0,0.6)" }}>
+            <div className="flex items-center justify-between px-4 py-3" style={{ borderBottom: `1px solid ${C.border}` }}>
+              <span className="text-sm font-semibold">{gpmTab === "camera" ? "Camera Techniques" : "Performance Studio"}</span>
+              <Btn icon={Minimize2} onClick={() => setEnlarged(false)} color={C.blue} text="#fff">Shrink</Btn>
+            </div>
+            <div className="overflow-y-auto p-5">
+              {gpmTab === "camera"
+                ? <CameraGrid camCat={camCat} setCamCat={setCamCat} search={search} setSearch={setSearch} big onPick={(p) => { setWorking((w) => (w ? w + ", " : "") + p); flash("Appended to prompt"); }} />
+                : <PerformancePanel perf={perf} setPerf={setPerf} perfOut={perfOut} copyText={copyText} applyToShot={applyToShot} selectedClip={selectedClip} sectionsOpen={sectionsOpen} setSectionsOpen={setSectionsOpen} allOpen={allOpen} big />}
+            </div>
+          </div>
+        </div>
+      )}
+
+      {toast && (
+        <div className="flex items-center gap-2 px-4 py-2.5 rounded-lg text-xs font-medium" style={{ position: "fixed", bottom: 24, left: "50%", transform: "translateX(-50%)", background: C.elev, border: `1px solid ${C.borderLt}`, zIndex: 60, boxShadow: "0 10px 30px rgba(0,0,0,0.5)" }}>
+          <Check size={14} style={{ color: C.green }} />{toast}
+        </div>
+      )}
+    </div>
+  );
+}
+
+function TopTab({ id, cur, set, icon: Ic, children }) {
+  const active = cur === id;
+  return (
+    <button onClick={() => set(id)} className="flex items-center gap-1.5 rounded-full px-3.5 py-1.5 text-xs font-medium transition-all"
+      style={{ background: active ? C.elev : "transparent", color: active ? C.text : C.muted, boxShadow: active ? "inset 0 0 0 1px " + C.borderLt : "none" }}>
+      <Ic size={14} style={{ color: active ? (id === "gpm" ? C.blue : C.text) : C.muted }} />{children}
+    </button>
+  );
+}
+
+/* ---------- Gen Space ---------- */
+function GenView({ tiles, working, setWorking, gen, generate }) {
+  return (
+    <>
+      <div className="flex items-center justify-end gap-4 px-5 py-3 text-xs" style={{ color: C.muted }}>
+        <span className="flex items-center gap-1"><Heart size={14} /> Favorites</span><LayoutGrid size={15} />
+      </div>
+      <div className="flex-1 overflow-y-auto px-5 pb-4">
+        <div className="grid grid-cols-3 gap-3">
+          {tiles.map((t, i) => <div key={i} className="rounded-xl overflow-hidden" style={{ aspectRatio: "16/9", background: `linear-gradient(135deg, ${t}, #101216)`, border: `1px solid ${C.border}` }} />)}
+        </div>
+      </div>
+      <div className="px-5 pb-5">
+        <div className="rounded-2xl p-3" style={{ background: C.card, border: `1px solid ${C.border}` }}>
+          <div className="flex items-start gap-3">
+            <div className="w-9 h-9 rounded-lg flex items-center justify-center shrink-0" style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}><ImageIcon size={16} /></div>
+            <div className="w-9 h-9 rounded-lg flex items-center justify-center shrink-0" style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}><Music size={16} /></div>
+            <textarea value={working} onChange={(e) => setWorking(e.target.value)} placeholder="The woman sips from a cup of coffee…" rows={2}
+              className="flex-1 bg-transparent outline-none text-sm resize-none" style={{ color: C.text, minHeight: 38 }} />
+          </div>
+          <div className="flex items-center justify-between mt-3 pt-3 text-xs" style={{ borderTop: `1px solid ${C.border}`, color: C.muted }}>
+            <span className="flex items-center gap-1.5"><Video size={14} /> Video ⌄</span>
+            <div className="flex items-center gap-4">
+              <span className="flex items-center gap-1.5"><Sparkles size={13} style={{ color: C.amber }} /> LTX 2.3 Fast</span>
+              <span className="flex items-center gap-1"><Clock size={12} /> 6s</span>
+              <span className="flex items-center gap-1"><Monitor size={12} /> 1080</span><span>16:9</span>
+              <button onClick={generate} className="flex items-center gap-1.5 rounded-lg px-4 py-2 text-xs font-semibold" style={{ background: gen.active ? C.elev : C.blue, color: "#fff" }}>
+                <Sparkles size={13} />{gen.active ? `Generating ${gen.pct}%` : "Generate"}
+              </button>
+            </div>
+          </div>
+          {gen.active && <div className="mt-2 h-1 rounded-full overflow-hidden" style={{ background: C.elev }}><div className="h-full" style={{ width: `${gen.pct}%`, background: C.blue, transition: "width 0.06s linear" }} /></div>}
+        </div>
+      </div>
+    </>
+  );
+}
+
+/* ---------- Video Editor (selectable clips + in-place re-gen) ---------- */
+function EditorView({ clips, tiles, selectedClipId, onSelect, compact }) {
+  const sel = clips.find((c) => c.id === selectedClipId);
+  return (
+    <div className="flex flex-col h-full">
+      <div className="flex items-center gap-5 px-4 py-2 text-xs" style={{ borderBottom: `1px solid ${C.border}`, color: C.muted }}>
+        {["File", "Edit", "Clip", "Sequence", "Tools", "View"].map((m) => <span key={m}>{m}</span>)}
+        <span className="ml-auto flex items-center gap-1"><LayoutGrid size={12} /> Layout</span>
+      </div>
+      <div className="flex flex-1 min-h-0">
+        {!compact && (
+          <div className="w-48 flex flex-col" style={{ borderRight: `1px solid ${C.border}`, background: C.panel }}>
+            <div className="px-3 py-2 text-sm font-semibold">Assets</div>
+            <div className="grid grid-cols-2 gap-2 px-3 overflow-y-auto">
+              {tiles.slice(0, 6).map((t, i) => <div key={i} className="rounded-md" style={{ aspectRatio: "1", background: `linear-gradient(135deg, ${t}, #101216)`, border: `1px solid ${C.border}` }} />)}
+            </div>
+          </div>
+        )}
+        <div className="flex-1 flex items-center justify-center min-w-0" style={{ background: "#000" }}>
+          <div className="rounded-md relative overflow-hidden" style={{ width: "72%", aspectRatio: "16/9", background: `linear-gradient(135deg, ${sel ? sel.color : "#333"}, #0c0d10)`, border: `1px solid ${C.border}` }}>
+            {sel?.regen !== undefined && (
+              <div className="absolute inset-0 flex flex-col items-center justify-center gap-2" style={{ background: "rgba(0,0,0,0.55)" }}>
+                <RotateCcw size={20} className="animate-spin" style={{ color: C.blue }} />
+                <span className="text-xs" style={{ color: "#fff" }}>Re-generating {sel.regen}%</span>
+              </div>
+            )}
+          </div>
+        </div>
+      </div>
+      {/* Timeline */}
+      <div style={{ height: 150, borderTop: `1px solid ${C.border}`, background: C.panel }}>
+        <div className="flex items-center justify-between px-3 py-1.5 text-[10px]" style={{ color: C.amber, borderBottom: `1px solid ${C.border}` }}>
+          <span className="tabular-nums">00:00:00:00</span>
+          <span style={{ color: C.muted }}>{sel ? "Selected: " + sel.label.slice(0, 30) : "click a clip to select"}</span>
+          <span className="tabular-nums">00:00:30:00</span>
+        </div>
+        <div className="p-2 overflow-x-auto">
+          <div className="text-[10px] mb-1" style={{ color: C.muted }}>V1</div>
+          <div className="flex gap-1">
+            {clips.map((c) => {
+              const isSel = c.id === selectedClipId;
+              return (
+                <button key={c.id} onClick={() => onSelect(c.id)}
+                  className="rounded h-14 flex flex-col justify-between p-1 text-[9px] overflow-hidden relative text-left"
+                  style={{ background: c.color, width: 158, minWidth: 100, outline: isSel ? `2px solid ${C.blue}` : "none", outlineOffset: 1 }}>
+                  <span className="truncate text-white/90 flex items-center gap-1">
+                    {c.updated && <RotateCcw size={8} style={{ color: "#fff" }} />}{c.label}
+                  </span>
+                  <span className="text-white/60 tabular-nums">{c.dur} · {c.res}</span>
+                  {c.regen !== undefined && (
+                    <div className="absolute left-0 right-0 bottom-0 h-1" style={{ background: "rgba(0,0,0,0.4)" }}>
+                      <div className="h-full" style={{ width: `${c.regen}%`, background: C.blue }} />
+                    </div>
+                  )}
+                </button>
+              );
+            })}
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+/* ---------- Prompt Manager Pro dock ---------- */
+function GpmDock(props) {
+  const { gpmTab, setGpmTab, setEnlarged, search, setSearch, perf, setPerf, perfOut,
+    shot, setShot, shotOut, wf, setWf, wfOut, camCat, setCamCat, working, setWorking,
+    copyText, applyToShot, selectedClip, sectionsOpen, setSectionsOpen, allOpen, toggleAll } = props;
+
+  const TABS = [["prompts", "Prompts"], ["images", "Images"], ["camera", "Camera"], ["shot", "Shot Setup"], ["plates", "Plates"], ["workflow", "Workflow"]];
+  const sectProps = { sectionsOpen, setSectionsOpen, allOpen };
+
+  return (
+    <div className="flex" style={{ width: 396, borderLeft: `1px solid ${C.border}`, background: C.panel }}>
+      <div className="flex flex-col flex-1 min-w-0">
+        <div className="flex items-center justify-between px-4 py-3" style={{ borderBottom: `1px solid ${C.border}` }}>
+          <span className="text-sm font-semibold">Prompt Manager Pro</span>
+          <button onClick={toggleAll} title="Collapse / expand all sections" className="text-[11px] flex items-center gap-1 px-2 py-1 rounded" style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}>
+            {allOpen ? "⊟ Collapse all" : "⊞ Expand all"}
+          </button>
+        </div>
+
+        {/* Active shot banner */}
+        <div className="flex items-center gap-2 px-4 py-2 text-[11px]" style={{ borderBottom: `1px solid ${C.border}`, background: selectedClip ? "rgba(31,143,255,0.08)" : "transparent" }}>
+          <Target size={13} style={{ color: selectedClip ? C.blue : C.faint }} />
+          {selectedClip
+            ? <span style={{ color: C.text }}>Active shot: <b style={{ color: C.blue }}>{selectedClip.label.slice(0, 30)}</b> — "Apply to shot" re-gens it</span>
+            : <span style={{ color: C.muted }}>No shot selected — "Apply" makes a new generation</span>}
+        </div>
+
+        {/* Tab grid */}
+        <div className="p-3 grid grid-cols-3 gap-2" style={{ borderBottom: `1px solid ${C.border}` }}>
+          {TABS.map(([id, lbl]) => (
+            <button key={id} onClick={() => setGpmTab(id)} className="rounded-md py-2 text-xs font-medium transition-colors"
+              style={{ background: gpmTab === id ? C.blue : C.card, color: gpmTab === id ? "#fff" : C.muted, border: `1px solid ${gpmTab === id ? C.blue : C.border}` }}>{lbl}</button>
+          ))}
+          <button onClick={() => setGpmTab("performance")} className="col-span-3 rounded-md py-2 text-xs font-semibold transition-colors"
+            style={{ background: gpmTab === "performance" ? C.blue : C.card, color: gpmTab === "performance" ? "#fff" : C.text, border: `1px solid ${gpmTab === "performance" ? C.blue : C.border}` }}>Performance Studio</button>
+        </div>
+
+        <div className="flex-1 overflow-y-auto p-4">
+          {gpmTab === "performance" && (<>
+            <PanelHeader title="Performance Studio" onEnlarge={() => setEnlarged(true)} />
+            <PerformancePanel perf={perf} setPerf={setPerf} perfOut={perfOut} copyText={copyText} applyToShot={applyToShot} selectedClip={selectedClip} {...sectProps} />
+          </>)}
+          {gpmTab === "camera" && (<>
+            <PanelHeader title="Camera Techniques" onEnlarge={() => setEnlarged(true)} />
+            <CameraGrid camCat={camCat} setCamCat={setCamCat} search={search} setSearch={setSearch} onPick={(p) => setWorking((w) => (w ? w + ", " : "") + p)} />
+          </>)}
+          {gpmTab === "shot" && <ShotPanel shot={shot} setShot={setShot} shotOut={shotOut} copyText={copyText} applyToShot={applyToShot} selectedClip={selectedClip} {...sectProps} />}
+          {gpmTab === "workflow" && <WorkflowPanel wf={wf} setWf={setWf} wfOut={wfOut} copyText={copyText} applyToShot={applyToShot} selectedClip={selectedClip} {...sectProps} />}
+          {gpmTab === "prompts" && <PromptsPanel search={search} setSearch={setSearch} applyToShot={applyToShot} copyText={copyText} />}
+          {(gpmTab === "images" || gpmTab === "plates") && <Stub tab={gpmTab} />}
+        </div>
+      </div>
+      <div className="flex items-center justify-center" style={{ width: 26, background: C.card, borderLeft: `1px solid ${C.border}` }}>
+        <span className="text-[10px] tracking-widest" style={{ color: C.muted, writingMode: "vertical-rl", transform: "rotate(180deg)" }}>CLOSE</span>
+      </div>
+    </div>
+  );
+}
+
+function PanelHeader({ title, onEnlarge }) {
+  return (
+    <div className="flex items-center justify-between mb-3">
+      <span className="text-sm font-semibold">{title}</span>
+      <Btn icon={Maximize2} onClick={onEnlarge} color={C.card} border={C.border} text={C.blue} className="!px-2 !py-1">Enlarge</Btn>
+    </div>
+  );
+}
+
+/* shared action row: Copy + Apply to shot */
+function ActionRow({ copyLabel, onCopy, onApply, selectedClip }) {
+  return (
+    <div className="grid grid-cols-2 gap-2 mt-3">
+      <Btn icon={Copy} onClick={onCopy} color={C.blue} text="#fff">{copyLabel}</Btn>
+      <Btn icon={selectedClip ? RotateCcw : Send} onClick={onApply} color={C.green} text="#fff" title={selectedClip ? "Re-generate the selected shot" : "Generate a new shot"}>
+        {selectedClip ? "Apply to shot" : "Generate new"}
+      </Btn>
+    </div>
+  );
+}
+
+/* ---------- Performance ---------- */
+function PerformancePanel({ perf, setPerf, perfOut, copyText, applyToShot, selectedClip, sectionsOpen, setSectionsOpen, allOpen, big }) {
+  const up = (k, v) => setPerf((p) => ({ ...p, [k]: v }));
+  const S = { sectionsOpen, setSectionsOpen, allOpen };
+  return (
+    <div className={big ? "grid grid-cols-2 gap-6" : ""}>
+      <div>
+        <p className="text-[11px] mb-3" style={{ color: C.muted }}>24 emotion families with intensity, asymmetry, dialogue, and delivery pacing</p>
+        <Section id="perf-controls" title="Controls" {...S}>
+          <Label>Emotion Family</Label>
+          <select value={perf.familyIndex} onChange={(e) => up("familyIndex", parseInt(e.target.value))} className="w-full rounded-md px-3 py-2 text-sm mb-4 outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+            {PERF_FAMILIES.map((f, i) => <option key={i} value={i}>{f.family}</option>)}
+          </select>
+          <div className="flex items-center justify-between">
+            <Label>Intensity <span style={{ color: C.blue }}>{perfLabel(PERF_FAMILIES[perf.familyIndex], perf.intensity)}</span></Label>
+            <span className="text-xs tabular-nums" style={{ color: C.blue }}>{perf.intensity.toFixed(2)}</span>
+          </div>
+          <Slider value={perf.intensity} min={0} max={1} step={0.01} onChange={(v) => up("intensity", v)} left="contained" mid="surfacing" right="breaking" />
+          <div className="flex items-center justify-between mt-4">
+            <Label>Asymmetry</Label><span className="text-xs tabular-nums" style={{ color: C.blue }}>{perf.asymmetry.toFixed(2)}</span>
+          </div>
+          <Slider value={perf.asymmetry} min={0} max={1} step={0.01} onChange={(v) => up("asymmetry", v)} left="symmetric" mid="" right="acted" />
+          <div className="mt-4 mb-1 flex items-center gap-2">
+            <Label>Dialogue</Label>{perf.dialogue.trim() && <span className="text-[10px]" style={{ color: C.amber }}>auto-appends lip sync</span>}
+          </div>
+          <textarea value={perf.dialogue} onChange={(e) => up("dialogue", e.target.value)} rows={2} className="w-full rounded-md px-3 py-2 text-sm outline-none resize-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+          <Label className="mt-4">Delivery</Label>
+          <select value={perf.delivery} onChange={(e) => up("delivery", e.target.value)} className="w-full rounded-md px-3 py-2 text-sm outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+            <option value="natural">Natural (let emotion set the pace)</option>
+            <option value="slow">Slow (weigh each word)</option>
+            <option value="halting">Halting (start, stop, search)</option>
+          </select>
+        </Section>
+      </div>
+
+      <div>
+        <Section id="perf-assembled" title={`Assembled · ${perfOut.label}`} {...S}>
+          <div className="space-y-1.5">
+            {perfOut.layers.map((l, i) => (
+              <div key={i} className="text-[11px] leading-snug">
+                <span className="font-semibold" style={{ color: C.muted }}>{l.k}: </span><span style={{ color: C.text }}>{l.v}</span>
+              </div>
+            ))}
+          </div>
+        </Section>
+        <ActionRow copyLabel="Copy full prompt" onCopy={() => copyText(perfOut.text)} onApply={() => applyToShot(perfOut.text, perfOut.label)} selectedClip={selectedClip} />
+        <Section id="perf-help" title="How interpolation works" {...S}>
+          <p className="text-[10px] leading-relaxed" style={{ color: C.faint }}>
+            Intensity slides between waypoints — <Chip>0</Chip> contained, <Chip>0.5</Chip> surfacing, <Chip>1</Chip> breaking.
+            V/A coordinates interpolate linearly; FACS intensity scales with the slider; subtext stays constant. Asymmetry above <Chip>0.3</Chip> appends a laterality note.
+          </p>
+        </Section>
+      </div>
+    </div>
+  );
+}
+
+/* ---------- Shot Setup ---------- */
+function ShotPanel({ shot, setShot, shotOut, copyText, applyToShot, selectedClip, sectionsOpen, setSectionsOpen, allOpen }) {
+  const setSlider = (k, v) => setShot((s) => ({ ...s, [k]: v, preset: null }));
+  const toggleAnchor = (id) => setShot((s) => ({ ...s, anchors: { ...s.anchors, [id]: !s.anchors[id] } }));
+  const S = { sectionsOpen, setSectionsOpen, allOpen };
+  return (
+    <div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>Virtual camera composer — a transformation applied to the selected shot's existing frame.</p>
+      <Section id="shot-presets" title="Presets" {...S}>
+        <div className="grid grid-cols-4 gap-1.5">
+          {SHOT_PRESETS.map((p) => (
+            <button key={p.name} onClick={() => setShot({ rot: p.rot, tilt: p.tilt, zoom: p.zoom, preset: p, anchors: shot.anchors })}
+              className="rounded-md py-1.5 text-[10px] flex flex-col items-center gap-0.5"
+              style={{ background: shot.preset?.name === p.name ? C.blue : C.elev, color: shot.preset?.name === p.name ? "#fff" : C.muted, border: `1px solid ${shot.preset?.name === p.name ? C.blue : C.border}` }}>
+              <span style={{ fontSize: 13 }}>{p.icon}</span>{p.name}
+            </button>
+          ))}
+        </div>
+      </Section>
+      <Section id="shot-camera" title="Camera" {...S}>
+        {[["rot", "Rotate", -90, 90], ["tilt", "Tilt", -45, 45], ["zoom", "Zoom", 1, 20]].map(([k, lbl, mn, mx]) => (
+          <div key={k} className="mb-3">
+            <div className="flex justify-between"><Label>{lbl}</Label><span className="text-xs tabular-nums" style={{ color: C.blue }}>{shot[k]}</span></div>
+            <Slider value={shot[k]} min={mn} max={mx} step={1} onChange={(v) => setSlider(k, v)} left={mn} mid="" right={mx} />
+          </div>
+        ))}
+      </Section>
+      <Section id="shot-anchors" title="Consistency anchors" {...S}>
+        <div className="flex flex-wrap gap-1.5">
+          {SHOT_ANCHORS.map((a) => (
+            <button key={a.id} onClick={() => toggleAnchor(a.id)} className="rounded-full px-2.5 py-1 text-[10px]"
+              style={{ background: shot.anchors[a.id] ? "rgba(31,143,255,0.15)" : C.elev, color: shot.anchors[a.id] ? C.blue : C.muted, border: `1px solid ${shot.anchors[a.id] ? C.blue : C.border}` }}>{a.label}</button>
+          ))}
+        </div>
+      </Section>
+      <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text }}>{shotOut}</div>
+      <ActionRow copyLabel="Copy prompt" onCopy={() => copyText(shotOut)} onApply={() => applyToShot(shotOut, "Shot transform")} selectedClip={selectedClip} />
+    </div>
+  );
+}
+
+/* ---------- Workflow (role-bound slots → @imageN) ---------- */
+function WorkflowPanel({ wf, setWf, wfOut, copyText, applyToShot, selectedClip, sectionsOpen, setSectionsOpen, allOpen }) {
+  const S = { sectionsOpen, setSectionsOpen, allOpen };
+  const upSlot = (id, patch) => setWf((w) => ({ ...w, slots: w.slots.map((s) => (s.id === id ? { ...s, ...patch } : s)) }));
+  const addSlot = () => setWf((w) => ({ ...w, slots: [...w.slots, { id: "s" + Date.now(), role: "general", note: "", filled: false }] }));
+  const up = (k, v) => setWf((w) => ({ ...w, [k]: v }));
+  return (
+    <div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>Multi-reference assembly — each slot binds an image to a role as <Chip>@imageN</Chip>.</p>
+      <Section id="wf-slots" title={`Reference slots (${wf.slots.filter((s) => s.filled).length} filled)`} {...S}
+        right={<span onClick={(e) => { e.stopPropagation(); addSlot(); }} className="flex items-center gap-1 text-[10px]" style={{ color: C.blue }}><Plus size={11} /> Add</span>}>
+        <div className="space-y-2">
+          {wf.slots.map((s, i) => (
+            <div key={s.id} className="rounded-lg p-2 flex gap-2 items-center" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+              <button onClick={() => upSlot(s.id, { filled: !s.filled })}
+                className="w-12 h-12 rounded flex items-center justify-center shrink-0 text-[9px] text-center"
+                style={{ background: s.filled ? "linear-gradient(135deg,#2b2620,#14110d)" : "transparent", border: `1px dashed ${s.filled ? C.border : C.borderLt}`, color: C.faint }}>
+                {s.filled ? <ImageIcon size={15} style={{ color: C.amber, opacity: 0.8 }} /> : "drop\nimage"}
+              </button>
+              <div className="flex-1 min-w-0">
+                <div className="flex items-center gap-1.5 mb-1">
+                  <span className="text-[9px] px-1.5 py-0.5 rounded tabular-nums" style={{ background: C.card, color: C.blue }}>@image{i + 1}</span>
+                  <select value={s.role} onChange={(e) => upSlot(s.id, { role: e.target.value })} className="flex-1 rounded px-1.5 py-1 text-[11px] outline-none" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>
+                    {WF_ROLES.map((r) => <option key={r.value} value={r.value}>{r.label}</option>)}
+                  </select>
+                </div>
+                <input value={s.note} onChange={(e) => upSlot(s.id, { note: e.target.value })} placeholder="note (e.g. STORM)" className="w-full rounded px-2 py-1 text-[11px] outline-none" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} />
+              </div>
+            </div>
+          ))}
+        </div>
+      </Section>
+
+      <Section id="wf-directive" title="Directive & output" {...S}>
+        <Label>Directive</Label>
+        <textarea value={wf.directive} onChange={(e) => up("directive", e.target.value)} rows={2} className="w-full rounded-md px-3 py-2 text-sm outline-none resize-none mb-3" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+        <div className="grid grid-cols-2 gap-2">
+          <div>
+            <Label>Aspect</Label>
+            <select value={wf.aspectRatio} onChange={(e) => up("aspectRatio", e.target.value)} className="w-full rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+              {["16:9", "9:16", "1:1", "2.39:1"].map((a) => <option key={a}>{a}</option>)}
+            </select>
+          </div>
+          <div>
+            <Label>Motion hint</Label>
+            <input value={wf.motionHint} onChange={(e) => up("motionHint", e.target.value)} className="w-full rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+          </div>
+        </div>
+      </Section>
+
+      <Section id="wf-perf" title="Performance (embedded)" {...S}>
+        <label className="flex items-center gap-2 text-[11px] cursor-pointer" style={{ color: C.text }}>
+          <input type="checkbox" checked={wf.performance.enabled} onChange={(e) => setWf((w) => ({ ...w, performance: { enabled: e.target.checked } }))} style={{ accentColor: C.blue }} />
+          Append the current Performance Studio prompt to this workflow
+        </label>
+        <p className="text-[10px] mt-2" style={{ color: C.faint }}>Mirrors GPM's workflow <Chip>performance</Chip> sub-object — the shot carries its emotional spec alongside the reference bindings.</p>
+      </Section>
+
+      <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text, minHeight: 44 }}>
+        {wfOut || <span style={{ color: C.faint }}>Fill a slot or write a directive to assemble the prompt…</span>}
+      </div>
+      <ActionRow copyLabel="Copy prompt" onCopy={() => copyText(wfOut)} onApply={() => applyToShot(wfOut, wf.name)} selectedClip={selectedClip} />
+    </div>
+  );
+}
+
+/* ---------- Camera grid ---------- */
+function CameraGrid({ camCat, setCamCat, search, setSearch, onPick, big }) {
+  const cards = CAM_CARDS.filter((c) => (camCat === "All" || c.cat === camCat) && (!search || c.label.toLowerCase().includes(search.toLowerCase()) || c.phrase.toLowerCase().includes(search.toLowerCase())));
+  return (
+    <div>
+      <SearchBar value={search} onChange={setSearch} placeholder="Search camera techniques…" />
+      <div className="flex flex-wrap gap-1.5 my-3">
+        {CAM_CATS.map((cat) => (
+          <button key={cat} onClick={() => setCamCat(cat)} className="rounded-full px-2.5 py-1 text-[10px]" style={{ background: camCat === cat ? C.blue : C.card, color: camCat === cat ? "#fff" : C.muted, border: `1px solid ${camCat === cat ? C.blue : C.border}` }}>{cat}</button>
+        ))}
+      </div>
+      <div className="grid grid-cols-2 gap-2">
+        {cards.map((c) => (
+          <button key={c.id} onClick={() => onPick(c.phrase)} className="rounded-lg overflow-hidden text-left transition-transform hover:scale-[1.02]" style={{ border: `1px solid ${C.border}`, background: C.card }}>
+            <div style={{ aspectRatio: big ? "16/9" : "4/3", background: "linear-gradient(135deg, #2b2620, #14110d)" }} className="flex items-end p-2"><Camera size={14} style={{ color: C.amber, opacity: 0.7 }} /></div>
+            <div className="px-2 py-1.5">
+              <div className="text-[11px] font-semibold uppercase tracking-wide">{c.label}</div>
+              {big && <div className="text-[10px] mt-0.5" style={{ color: C.muted }}>{c.phrase}</div>}
+            </div>
+          </button>
+        ))}
+      </div>
+    </div>
+  );
+}
+
+/* ---------- Prompts ---------- */
+function PromptsPanel({ search, setSearch, applyToShot, copyText }) {
+  const [openFolder, setOpenFolder] = useState("Cinematic Basics");
+  const [sel, setSel] = useState(null);
+  const q = search.toLowerCase();
+  return (
+    <div>
+      <SearchBar value={search} onChange={setSearch} placeholder="Search prompts…" />
+      <div className="flex gap-2 my-3">
+        <Btn icon={Plus} color={C.blue} text="#fff" className="flex-1">Add Prompt</Btn>
+        <Btn icon={FolderPlus} color={C.card} border={C.border} className="flex-1">New Folder</Btn>
+      </div>
+      <div className="flex gap-2 mb-3">
+        {[["Export", Upload], ["Import", Download], ["Backup", Save], ["Restore", RefreshCw]].map(([l, Ic]) => <Btn key={l} icon={Ic} color={C.card} border={C.border} className="flex-1 !px-1.5 !text-[10px]">{l}</Btn>)}
+      </div>
+      <div className="flex items-center gap-1.5 mb-3 text-[11px]" style={{ color: C.amber }}><AlertTriangle size={12} /> Never backed up</div>
+      {PROMPT_FOLDERS.map((f) => {
+        const cards = f.cards.filter((c) => !q || c.title.toLowerCase().includes(q) || c.text.toLowerCase().includes(q));
+        const open = openFolder === f.name;
+        return (
+          <div key={f.name} className="mb-2 rounded-lg overflow-hidden" style={{ border: `1px solid ${C.border}` }}>
+            <button onClick={() => setOpenFolder(open ? null : f.name)} className="w-full flex items-center justify-between px-3 py-2.5 text-xs font-semibold uppercase tracking-wide" style={{ background: C.card }}>
+              <span className="flex items-center gap-2"><ChevronRight size={12} style={{ transform: open ? "rotate(90deg)" : "none", transition: "transform .15s", color: C.muted }} /> {f.name}</span>
+              <span style={{ color: C.faint }}>{cards.length}</span>
+            </button>
+            {open && cards.map((c) => (
+              <div key={c.id} onClick={() => setSel(c.id)} className="px-3 py-2 cursor-pointer" style={{ borderTop: `1px solid ${C.border}`, background: sel === c.id ? C.elev : "transparent" }}>
+                <div className="text-xs font-medium">{c.title}</div>
+                <div className="text-[11px] mt-0.5" style={{ color: C.muted }}>{c.text}</div>
+                {sel === c.id && (
+                  <div className="flex gap-2 mt-2">
+                    <Btn icon={Copy} onClick={() => copyText(c.text)} color={C.blue} text="#fff" className="!px-2 !py-1 !text-[10px]">Copy</Btn>
+                    <Btn icon={Send} onClick={() => applyToShot(c.text, c.title)} color={C.green} text="#fff" className="!px-2 !py-1 !text-[10px]">Apply to shot</Btn>
+                  </div>
+                )}
+              </div>
+            ))}
+          </div>
+        );
+      })}
+    </div>
+  );
+}
+
+function Stub({ tab }) {
+  const map = {
+    images: ["Images", "Reference-image library with role bindings (@image1…@imageN). IndexedDB-backed in the fork."],
+    plates: ["Plates", "Panorama → plate workflow. Stored in the panoramas IndexedDB store; re-platforms onto the LTX canvas."],
+  };
+  const [t, d] = map[tab];
+  return (
+    <div className="rounded-lg p-5 text-center" style={{ background: C.card, border: `1px dashed ${C.borderLt}` }}>
+      <Layers size={22} style={{ color: C.faint, margin: "0 auto 8px" }} />
+      <div className="text-sm font-semibold mb-1">{t}</div>
+      <div className="text-[11px]" style={{ color: C.muted }}>{d}</div>
+      <div className="text-[10px] mt-3 px-2 py-1 rounded inline-block" style={{ background: C.elev, color: C.faint }}>port pending</div>
+    </div>
+  );
+}
diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
new file mode 100644
index 000000000..5ef914fc0
--- /dev/null
+++ b/scripts/launch-fork-dev.cmd
@@ -0,0 +1,6 @@
+@echo off
+title LTX Desktop Mike (Dev)
+cd /d "D:\Dev\LTX-Desktop"
+set "PATH=%APPDATA%\npm;%ProgramFiles%\nodejs;%PATH%"
+echo Launching LTX Desktop Mike (Dev fork)...
+call pnpm dev

From 32b7adedb038a968d2d9f9d3f6d41221e33a40b6 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 03:17:18 -0400
Subject: [PATCH 002/117] Fix dev launcher to run without pnpm on PATH

The desktop shortcut launched from Explorer couldn't find pnpm (it lives in the
per-user npm global dir, which wasn't reliably on the Explorer-inherited PATH).
Run Vite directly via node from the project's node_modules using absolute paths,
so the launcher depends only on the machine-wide Node install and the project on
disk.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 scripts/launch-fork-dev.cmd | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
index 5ef914fc0..3f2277b5c 100644
--- a/scripts/launch-fork-dev.cmd
+++ b/scripts/launch-fork-dev.cmd
@@ -1,6 +1,15 @@
 @echo off
 title LTX Desktop Mike (Dev)
 cd /d "D:\Dev\LTX-Desktop"
-set "PATH=%APPDATA%\npm;%ProgramFiles%\nodejs;%PATH%"
-echo Launching LTX Desktop Mike (Dev fork)...
-call pnpm dev
+echo ============================================================
+echo   Launching LTX Desktop Mike (Dev fork)...
+echo   First launch takes ~15-30s (Vite + Electron + backend).
+echo   The app window will open shortly. Keep this window open;
+echo   closing it stops the app.
+echo ============================================================
+echo.
+set "PATH=C:\Program Files\nodejs;%PATH%"
+"C:\Program Files\nodejs\node.exe" "D:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
+echo.
+echo (LTX Desktop Mike has stopped. Press any key to close.)
+pause >nul

From b309132552b01160de0aecd8ffb81b8ced99c61d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 13:17:23 -0400
Subject: [PATCH 003/117] Expand Camera library to full Grok extension set (90
 cards)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Port the extension's CAM_LIBRARY into gpm-core: 90 cards across 7 categories.
Movement (19) renders pre-rendered inline SVG diagrams; the other categories
(angles, sizes, framing, lighting, film stocks, movie looks — 71) render jpg
reference thumbnails bundled under frontend/assets/gpm-camera/.

- camera.ts: regenerated CAM_CARDS; CameraCard gains optional image/svg; CAM_CATS
  covers all 7 categories.
- CameraPanel: renders a bundled jpg (import.meta.glob), an SVG diagram
  (dangerouslySetInnerHTML for movement), or a gradient fallback. Clicking a card
  injects its phrase as before.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/assets/gpm-camera/birdseye.jpg       | Bin 0 -> 92626 bytes
 frontend/assets/gpm-camera/butterfly.jpg      | Bin 0 -> 49312 bytes
 frontend/assets/gpm-camera/cantedroll.jpg     | Bin 0 -> 62832 bytes
 frontend/assets/gpm-camera/centerframe.jpg    | Bin 0 -> 59464 bytes
 frontend/assets/gpm-camera/cinestill800t.jpg  | Bin 0 -> 47544 bytes
 frontend/assets/gpm-camera/closeup.jpg        | Bin 0 -> 41385 bytes
 frontend/assets/gpm-camera/dutchangle.jpg     | Bin 0 -> 59096 bytes
 frontend/assets/gpm-camera/extremeclose.jpg   | Bin 0 -> 43648 bytes
 frontend/assets/gpm-camera/extremewide.jpg    | Bin 0 -> 62463 bytes
 frontend/assets/gpm-camera/eyelevel.jpg       | Bin 0 -> 56268 bytes
 .../assets/gpm-camera/firecandlelight.jpg     | Bin 0 -> 47154 bytes
 frontend/assets/gpm-camera/foregroundlead.jpg | Bin 0 -> 69388 bytes
 frontend/assets/gpm-camera/frameinframe.jpg   | Bin 0 -> 55183 bytes
 frontend/assets/gpm-camera/fujisuperia400.jpg | Bin 0 -> 61559 bytes
 frontend/assets/gpm-camera/fujivelvia50.jpg   | Bin 0 -> 76209 bytes
 frontend/assets/gpm-camera/goldenhour.jpg     | Bin 0 -> 55722 bytes
 frontend/assets/gpm-camera/hardlight.jpg      | Bin 0 -> 71689 bytes
 frontend/assets/gpm-camera/highangle.jpg      | Bin 0 -> 79113 bytes
 frontend/assets/gpm-camera/highkey.jpg        | Bin 0 -> 56717 bytes
 frontend/assets/gpm-camera/ilfordhp5.jpg      | Bin 0 -> 69162 bytes
 frontend/assets/gpm-camera/kodakektar100.jpg  | Bin 0 -> 69109 bytes
 frontend/assets/gpm-camera/kodakportra400.jpg | Bin 0 -> 58553 bytes
 frontend/assets/gpm-camera/kodaktrix.jpg      | Bin 0 -> 72488 bytes
 frontend/assets/gpm-camera/lomography800.jpg  | Bin 0 -> 60708 bytes
 frontend/assets/gpm-camera/lowangle.jpg       | Bin 0 -> 67207 bytes
 frontend/assets/gpm-camera/lowkey.jpg         | Bin 0 -> 39589 bytes
 frontend/assets/gpm-camera/medium.jpg         | Bin 0 -> 50416 bytes
 frontend/assets/gpm-camera/mediumclose.jpg    | Bin 0 -> 44059 bytes
 frontend/assets/gpm-camera/mediumwide.jpg     | Bin 0 -> 62107 bytes
 frontend/assets/gpm-camera/mlapocalyptic.jpg  | Bin 0 -> 64259 bytes
 .../assets/gpm-camera/mlcandlelitperiod.jpg   | Bin 0 -> 39301 bytes
 .../assets/gpm-camera/mlcoldminimalism.jpg    | Bin 0 -> 67892 bytes
 frontend/assets/gpm-camera/mlcoldspace.jpg    | Bin 0 -> 65589 bytes
 .../assets/gpm-camera/mlcoldwilderness.jpg    | Bin 0 -> 70769 bytes
 .../gpm-camera/mlcontemplativescifi.jpg       | Bin 0 -> 48648 bytes
 .../assets/gpm-camera/mlcontrolledtension.jpg | Bin 0 -> 68337 bytes
 .../assets/gpm-camera/mldesaturateddread.jpg  | Bin 0 -> 47011 bytes
 .../gpm-camera/mldesaturatedtrenches.jpg      | Bin 0 -> 58872 bytes
 frontend/assets/gpm-camera/mldesertgold.jpg   | Bin 0 -> 59053 bytes
 .../assets/gpm-camera/mldigitalnightscape.jpg | Bin 0 -> 50049 bytes
 frontend/assets/gpm-camera/mldreamlike.jpg    | Bin 0 -> 48765 bytes
 .../assets/gpm-camera/mlfoggymelancholy.jpg   | Bin 0 -> 47058 bytes
 .../assets/gpm-camera/mlfuturisticneon.jpg    | Bin 0 -> 73085 bytes
 frontend/assets/gpm-camera/mlgoldenrome.jpg   | Bin 0 -> 63233 bytes
 frontend/assets/gpm-camera/mlgreendigital.jpg | Bin 0 -> 54807 bytes
 .../assets/gpm-camera/mlhighcontrastbw.jpg    | Bin 0 -> 65669 bytes
 frontend/assets/gpm-camera/mlhorrorteal.jpg   | Bin 0 -> 45299 bytes
 frontend/assets/gpm-camera/mlnearfuture.jpg   | Bin 0 -> 25310 bytes
 .../assets/gpm-camera/mlneoncyberpunk.jpg     | Bin 0 -> 74676 bytes
 .../assets/gpm-camera/mlpastelsymmetrical.jpg | Bin 0 -> 59344 bytes
 frontend/assets/gpm-camera/mlromantichaze.jpg | Bin 0 -> 42248 bytes
 frontend/assets/gpm-camera/mlsaturatedpop.jpg | Bin 0 -> 78270 bytes
 frontend/assets/gpm-camera/mlsundrenched.jpg  | Bin 0 -> 54110 bytes
 frontend/assets/gpm-camera/mlwarmwhimsy.jpg   | Bin 0 -> 72386 bytes
 frontend/assets/gpm-camera/negativespace.jpg  | Bin 0 -> 31455 bytes
 frontend/assets/gpm-camera/neonnoir.jpg       | Bin 0 -> 58665 bytes
 frontend/assets/gpm-camera/ots.jpg            | Bin 0 -> 54627 bytes
 .../assets/gpm-camera/overheadflatlay.jpg     | Bin 0 -> 69030 bytes
 frontend/assets/gpm-camera/pov.jpg            | Bin 0 -> 56064 bytes
 frontend/assets/gpm-camera/practical.jpg      | Bin 0 -> 58412 bytes
 frontend/assets/gpm-camera/rembrandt.jpg      | Bin 0 -> 43618 bytes
 frontend/assets/gpm-camera/rim.jpg            | Bin 0 -> 52114 bytes
 frontend/assets/gpm-camera/rulethirds.jpg     | Bin 0 -> 55757 bytes
 frontend/assets/gpm-camera/silhouette.jpg     | Bin 0 -> 35532 bytes
 frontend/assets/gpm-camera/softdiffused.jpg   | Bin 0 -> 56950 bytes
 frontend/assets/gpm-camera/split.jpg          | Bin 0 -> 44562 bytes
 frontend/assets/gpm-camera/threepoint.jpg     | Bin 0 -> 51877 bytes
 frontend/assets/gpm-camera/twoshot.jpg        | Bin 0 -> 65426 bytes
 frontend/assets/gpm-camera/wideshot.jpg       | Bin 0 -> 66516 bytes
 frontend/assets/gpm-camera/wormseye.jpg       | Bin 0 -> 49666 bytes
 frontend/components/gpm/PromptManagerPro.tsx  |  49 ++++--
 frontend/gpm-core/camera.ts                   | 147 ++++++++++++------
 72 files changed, 133 insertions(+), 63 deletions(-)
 create mode 100644 frontend/assets/gpm-camera/birdseye.jpg
 create mode 100644 frontend/assets/gpm-camera/butterfly.jpg
 create mode 100644 frontend/assets/gpm-camera/cantedroll.jpg
 create mode 100644 frontend/assets/gpm-camera/centerframe.jpg
 create mode 100644 frontend/assets/gpm-camera/cinestill800t.jpg
 create mode 100644 frontend/assets/gpm-camera/closeup.jpg
 create mode 100644 frontend/assets/gpm-camera/dutchangle.jpg
 create mode 100644 frontend/assets/gpm-camera/extremeclose.jpg
 create mode 100644 frontend/assets/gpm-camera/extremewide.jpg
 create mode 100644 frontend/assets/gpm-camera/eyelevel.jpg
 create mode 100644 frontend/assets/gpm-camera/firecandlelight.jpg
 create mode 100644 frontend/assets/gpm-camera/foregroundlead.jpg
 create mode 100644 frontend/assets/gpm-camera/frameinframe.jpg
 create mode 100644 frontend/assets/gpm-camera/fujisuperia400.jpg
 create mode 100644 frontend/assets/gpm-camera/fujivelvia50.jpg
 create mode 100644 frontend/assets/gpm-camera/goldenhour.jpg
 create mode 100644 frontend/assets/gpm-camera/hardlight.jpg
 create mode 100644 frontend/assets/gpm-camera/highangle.jpg
 create mode 100644 frontend/assets/gpm-camera/highkey.jpg
 create mode 100644 frontend/assets/gpm-camera/ilfordhp5.jpg
 create mode 100644 frontend/assets/gpm-camera/kodakektar100.jpg
 create mode 100644 frontend/assets/gpm-camera/kodakportra400.jpg
 create mode 100644 frontend/assets/gpm-camera/kodaktrix.jpg
 create mode 100644 frontend/assets/gpm-camera/lomography800.jpg
 create mode 100644 frontend/assets/gpm-camera/lowangle.jpg
 create mode 100644 frontend/assets/gpm-camera/lowkey.jpg
 create mode 100644 frontend/assets/gpm-camera/medium.jpg
 create mode 100644 frontend/assets/gpm-camera/mediumclose.jpg
 create mode 100644 frontend/assets/gpm-camera/mediumwide.jpg
 create mode 100644 frontend/assets/gpm-camera/mlapocalyptic.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcandlelitperiod.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcoldminimalism.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcoldspace.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcoldwilderness.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcontemplativescifi.jpg
 create mode 100644 frontend/assets/gpm-camera/mlcontrolledtension.jpg
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 create mode 100644 frontend/assets/gpm-camera/mlhighcontrastbw.jpg
 create mode 100644 frontend/assets/gpm-camera/mlhorrorteal.jpg
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 create mode 100644 frontend/assets/gpm-camera/neonnoir.jpg
 create mode 100644 frontend/assets/gpm-camera/ots.jpg
 create mode 100644 frontend/assets/gpm-camera/overheadflatlay.jpg
 create mode 100644 frontend/assets/gpm-camera/pov.jpg
 create mode 100644 frontend/assets/gpm-camera/practical.jpg
 create mode 100644 frontend/assets/gpm-camera/rembrandt.jpg
 create mode 100644 frontend/assets/gpm-camera/rim.jpg
 create mode 100644 frontend/assets/gpm-camera/rulethirds.jpg
 create mode 100644 frontend/assets/gpm-camera/silhouette.jpg
 create mode 100644 frontend/assets/gpm-camera/softdiffused.jpg
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 create mode 100644 frontend/assets/gpm-camera/threepoint.jpg
 create mode 100644 frontend/assets/gpm-camera/twoshot.jpg
 create mode 100644 frontend/assets/gpm-camera/wideshot.jpg
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KSDf~5>Hh)Q{2g2X

literal 0
HcmV?d00001

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index ce061853b..8ae0e623f 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -34,6 +34,16 @@ const C = {
   blue: '#1f8fff', green: '#28c76f', amber: '#f5a623',
 }
 
+// Camera reference thumbnails, bundled by Vite. Map filename -> resolved URL.
+const CAM_IMAGE_URLS = import.meta.glob('../../assets/gpm-camera/*.jpg', {
+  eager: true, query: '?url', import: 'default',
+}) as Record<string, string>
+function camImageUrl(file?: string): string | undefined {
+  if (!file) return undefined
+  const hit = Object.entries(CAM_IMAGE_URLS).find(([p]) => p.endsWith('/' + file))
+  return hit?.[1]
+}
+
 type GpmTab = 'performance' | 'shot' | 'camera' | 'workflow' | 'prompts' | 'images' | 'plates'
 
 interface PerfState {
@@ -319,22 +329,29 @@ function CameraPanel({
         })}
       </div>
       <div className="grid grid-cols-2 gap-2">
-        {cards.map((c) => (
-          <button
-            key={c.id}
-            onClick={() => { onInject(c.phrase); flash(`Injected "${c.label}"`) }}
-            title={c.phrase}
-            className="rounded-lg overflow-hidden text-left transition-transform hover:scale-[1.02]"
-            style={{ border: `1px solid ${C.border}`, background: C.card }}
-          >
-            <div style={{ aspectRatio: '4/3', background: 'linear-gradient(135deg, #2b2620, #14110d)' }} className="flex items-end p-2">
-              <Camera size={14} style={{ color: C.amber, opacity: 0.7 }} />
-            </div>
-            <div className="px-2 py-1.5">
-              <div className="text-[11px] font-semibold uppercase tracking-wide" style={{ color: C.text }}>{c.label}</div>
-            </div>
-          </button>
-        ))}
+        {cards.map((c) => {
+          const url = camImageUrl(c.image)
+          return (
+            <button
+              key={c.id}
+              onClick={() => { onInject(c.phrase); flash(`Injected "${c.label}"`) }}
+              title={c.phrase}
+              className="rounded-lg overflow-hidden text-left transition-transform hover:scale-[1.02]"
+              style={{ border: `1px solid ${C.border}`, background: C.card }}
+            >
+              <div style={{ aspectRatio: '4/3', background: (url || c.svg) ? '#0f1117' : 'linear-gradient(135deg, #2b2620, #14110d)' }} className="relative flex items-end p-2 overflow-hidden">
+                {url
+                  ? <img src={url} alt={c.label} loading="lazy" className="absolute inset-0 w-full h-full object-cover" />
+                  : c.svg
+                    ? <div className="absolute inset-0" dangerouslySetInnerHTML={{ __html: c.svg }} />
+                    : <Camera size={14} style={{ color: C.amber, opacity: 0.7 }} />}
+              </div>
+              <div className="px-2 py-1.5">
+                <div className="text-[11px] font-semibold uppercase tracking-wide" style={{ color: C.text }}>{c.label}</div>
+              </div>
+            </button>
+          )
+        })}
       </div>
     </div>
   )
diff --git a/frontend/gpm-core/camera.ts b/frontend/gpm-core/camera.ts
index 79b4f7a39..ec03ec504 100644
--- a/frontend/gpm-core/camera.ts
+++ b/frontend/gpm-core/camera.ts
@@ -1,71 +1,124 @@
 /**
  * gpm-core / camera technique library
  *
- * PURE module. Cinematography reference cards ported from `ltx-gpm.jsx`. Each
- * card contributes a phrase that can be appended to a working prompt.
+ * PURE module. Ported from the Grok "Prompt Manager Pro" extension CAM_LIBRARY.
+ * Movement cards carry a pre-rendered inline SVG diagram; every other category
+ * carries a jpg thumbnail filename under frontend/assets/gpm-camera/.
  */
 
 export type CameraCategory =
-  | "Angles"
-  | "Sizes"
-  | "Framing"
-  | "Movement"
-  | "Lighting"
-  | "Film Stocks"
-  | "Movie Looks";
+  | "Angles" | "Sizes" | "Framing" | "Movement" | "Lighting" | "Film Stocks" | "Movie Looks";
 
 export interface CameraCard {
   id: string;
   cat: CameraCategory;
   label: string;
   phrase: string;
+  /** jpg thumbnail filename under frontend/assets/gpm-camera/ (non-movement cards). */
+  image?: string;
+  /** Pre-rendered inline SVG diagram (movement cards). */
+  svg?: string;
 }
 
 /** Category filter values for the UI, including the "All" pseudo-category. */
 export const CAM_CATS: Array<"All" | CameraCategory> = [
-  "All",
-  "Angles",
-  "Sizes",
-  "Framing",
-  "Movement",
-  "Lighting",
-  "Film Stocks",
-  "Movie Looks",
+  "All", "Angles", "Sizes", "Framing", "Movement", "Lighting", "Film Stocks", "Movie Looks",
 ];
 
 export const CAM_CARDS: CameraCard[] = [
-  { id: "high", cat: "Angles", label: "High Angle", phrase: "high camera angle looking down at the subject" },
-  { id: "eye", cat: "Angles", label: "Eye Level", phrase: "neutral eye-level camera angle" },
-  { id: "low", cat: "Angles", label: "Low Angle", phrase: "low camera angle looking up, imposing perspective" },
-  { id: "dutch", cat: "Angles", label: "Dutch Angle", phrase: "dutch tilt, camera rolled at a diagonal" },
-  { id: "worm", cat: "Angles", label: "Worm's Eye", phrase: "extreme low worm's-eye view looking straight up" },
-  { id: "bird", cat: "Angles", label: "Bird's Eye", phrase: "overhead bird's-eye view looking straight down" },
-  { id: "xwide", cat: "Sizes", label: "Extreme Wide", phrase: "extreme wide establishing shot, subject small in frame" },
-  { id: "wide", cat: "Sizes", label: "Wide Shot", phrase: "wide shot showing the subject full-length in context" },
-  { id: "medium", cat: "Sizes", label: "Medium Shot", phrase: "medium shot framed from the waist up" },
-  { id: "cu", cat: "Sizes", label: "Close-Up", phrase: "close-up on the face and shoulders" },
-  { id: "xcu", cat: "Sizes", label: "Extreme CU", phrase: "extreme close-up filling the frame with the eyes" },
-  { id: "rule", cat: "Framing", label: "Rule of Thirds", phrase: "composed on the rule of thirds, subject off-center" },
-  { id: "center", cat: "Framing", label: "Center Frame", phrase: "symmetrical centered composition" },
-  { id: "ots", cat: "Framing", label: "Over Shoulder", phrase: "over-the-shoulder framing with foreground figure soft" },
-  { id: "lead", cat: "Framing", label: "Leading Lines", phrase: "strong leading lines drawing the eye to the subject" },
-  { id: "dolly", cat: "Movement", label: "Dolly In", phrase: "slow dolly push-in toward the subject" },
-  { id: "orbit", cat: "Movement", label: "Orbit", phrase: "smooth orbiting camera circling the subject" },
-  { id: "track", cat: "Movement", label: "Tracking", phrase: "cinematic tracking shot gliding alongside the subject" },
-  { id: "crane", cat: "Movement", label: "Crane", phrase: "rising crane move revealing the scene" },
-  { id: "rembrandt", cat: "Lighting", label: "Rembrandt", phrase: "Rembrandt lighting, triangle of light on the shadow cheek" },
-  { id: "rim", cat: "Lighting", label: "Rim Light", phrase: "strong rim light separating subject from background" },
-  { id: "lowkey", cat: "Lighting", label: "Low Key", phrase: "low-key dramatic lighting, deep shadows" },
-  { id: "golden", cat: "Lighting", label: "Golden Hour", phrase: "warm golden-hour light, long soft shadows" },
-  { id: "portra", cat: "Film Stocks", label: "Kodak Portra", phrase: "Kodak Portra film aesthetic, soft natural skin tones" },
-  { id: "cinestill", cat: "Film Stocks", label: "CineStill 800T", phrase: "CineStill 800T look, tungsten night palette, halation glow" },
-  { id: "trix", cat: "Film Stocks", label: "Tri-X B&W", phrase: "Kodak Tri-X black-and-white, gritty grain" },
-  { id: "teal", cat: "Movie Looks", label: "Teal & Orange", phrase: "cinematic teal-and-orange grade, warm skin cool shadows" },
-  { id: "bleach", cat: "Movie Looks", label: "Bleach Bypass", phrase: "bleach-bypass look, desaturated, crushed contrast" },
-  { id: "noir", cat: "Movie Looks", label: "Film Noir", phrase: "high-contrast black-and-white noir, hard chiaroscuro" },
+  { id: "high-angle", cat: "Angles", label: "High Angle", phrase: "high angle shot, camera looking down at subject, elevated camera position, slightly above eye level", image: "highangle.jpg" },
+  { id: "eye-level", cat: "Angles", label: "Eye Level", phrase: "eye level shot, camera at subject eye level, neutral angle, straight on camera angle", image: "eyelevel.jpg" },
+  { id: "low-angle", cat: "Angles", label: "Low Angle", phrase: "low angle shot, camera looking up at subject, camera below eye level, powerful imposing angle", image: "lowangle.jpg" },
+  { id: "dutch-angle", cat: "Angles", label: "Dutch Angle", phrase: "Dutch angle, canted angle, tilted camera, diagonal horizon line, psychological tension, disorienting angle", image: "dutchangle.jpg" },
+  { id: "worms-eye", cat: "Angles", label: "Worm's Eye", phrase: "worm's eye view, extreme low angle, camera on the ground looking up, ground level upward shot", image: "wormseye.jpg" },
+  { id: "extreme-wide", cat: "Sizes", label: "Extreme Wide", phrase: "extreme wide shot, establishing shot, subject tiny in vast environment, epic scale, landscape dominates", image: "extremewide.jpg" },
+  { id: "wide-shot", cat: "Sizes", label: "Wide Shot", phrase: "wide shot, full body visible, subject and environment balanced, whole figure in frame", image: "wideshot.jpg" },
+  { id: "medium-wide", cat: "Sizes", label: "Medium Wide", phrase: "medium wide shot, cowboy shot, subject from knees up, three-quarter shot", image: "mediumwide.jpg" },
+  { id: "medium", cat: "Sizes", label: "Medium Shot", phrase: "medium shot, waist-up shot, subject from waist to head, conversational framing", image: "medium.jpg" },
+  { id: "medium-close", cat: "Sizes", label: "Medium Close-Up", phrase: "medium close-up shot, chest-up framing, subject from chest to head, intimate but not extreme", image: "mediumclose.jpg" },
+  { id: "close-up", cat: "Sizes", label: "Close-Up", phrase: "close-up shot, face filling frame, head and shoulders, tight framing on face, emotional intensity", image: "closeup.jpg" },
+  { id: "extreme-close", cat: "Sizes", label: "Extreme Close-Up", phrase: "extreme close-up, ECU, single feature fills frame, eyes only or lips only, macro detail shot", image: "extremeclose.jpg" },
+  { id: "rule-thirds", cat: "Framing", label: "Rule of Thirds", phrase: "rule of thirds composition, subject on left third, off-center framing, balanced negative space", image: "rulethirds.jpg" },
+  { id: "center-frame", cat: "Framing", label: "Center Frame", phrase: "center framed composition, subject dead center, symmetrical framing, Kubrick-style centered shot", image: "centerframe.jpg" },
+  { id: "ots", cat: "Framing", label: "Over the Shoulder", phrase: "over the shoulder shot, OTS, foreground shoulder in frame, subject in background, two-person conversation", image: "ots.jpg" },
+  { id: "two-shot", cat: "Framing", label: "Two Shot", phrase: "two shot, both subjects in frame, side by side framing, two characters visible simultaneously", image: "twoshot.jpg" },
+  { id: "pov", cat: "Framing", label: "Point of View", phrase: "point of view shot, POV shot, first person perspective, through character eyes, subjective camera", image: "pov.jpg" },
+  { id: "static", cat: "Movement", label: "Static Shot", phrase: "static camera, locked off shot, no camera movement, fixed tripod shot, stationary camera", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"60\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"57\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"54\" y1=\"44\" x2=\"66\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"57\" y1=\"53.8\" x2=\"55.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"63\" y1=\"53.8\" x2=\"64.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"28\" y1=\"76\" x2=\"28\" y2=\"84\" stroke=\"#4a5068\" stroke-width=\"1.5\"/>\n      <line x1=\"22\" y1=\"84\" x2=\"34\" y2=\"84\" stroke=\"#4a5068\" stroke-width=\"1.5\"/>\n      <line x1=\"24\" y1=\"84\" x2=\"20\" y2=\"88\" stroke=\"#4a5068\" stroke-width=\"1.5\"/>\n      <line x1=\"28\" y1=\"84\" x2=\"28\" y2=\"88\" stroke=\"#4a5068\" stroke-width=\"1.5\"/>\n      <line x1=\"32\" y1=\"84\" x2=\"36\" y2=\"88\" stroke=\"#4a5068\" stroke-width=\"1.5\"/>\n      \n    <g transform=\"translate(28,72) rotate(0)\">\n      <rect x=\"-8.1\" y=\"-4.5\" width=\"12.6\" height=\"9\" rx=\"1.8\" fill=\"#e8536a\"/>\n      <polygon points=\"4.5,-2.7 8.1,-4.5 8.1,4.5 4.5,2.7\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"2.7\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"1.35\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <text x=\"44\" y=\"73\" font-size=\"8\" fill=\"#e8536a\" font-family=\"system-ui\">✕</text>\n      <text x=\"60\" y=\"88\" font-size=\"6\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">No camera movement</text></svg>" },
+  { id: "handheld", cat: "Movement", label: "Handheld", phrase: "handheld camera, slight camera shake, documentary feel, naturalistic movement, handheld wobble", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"60\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"57\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"54\" y1=\"44\" x2=\"66\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"57\" y1=\"53.8\" x2=\"55.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"63\" y1=\"53.8\" x2=\"64.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      \n    <g transform=\"translate(25,46) rotate(-5)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M18,40 Q22,38 20,43 Q24,41 22,46 Q26,44 24,49\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1\" opacity=\"0.7\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Organic shake & wobble</text></svg>" },
+  { id: "dolly", cat: "Movement", label: "Dolly In/Out", phrase: "dolly shot, camera physically moves toward or away from subject, smooth tracking movement, dolly in", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <rect x=\"4\" y=\"74\" width=\"80\" height=\"3\" rx=\"1\" fill=\"#2e3349\"/>\n      \n    <g transform=\"translate(18,70) rotate(0)\">\n      <rect x=\"-8.1\" y=\"-4.5\" width=\"12.6\" height=\"9\" rx=\"1.8\" fill=\"#e8536a\"/>\n      <polygon points=\"4.5,-2.7 8.1,-4.5 8.1,4.5 4.5,2.7\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"2.7\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"1.35\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"27\" y1=\"70\" x2=\"55\" y2=\"70\" stroke=\"#e8536a\" stroke-width=\"1\" marker-end=\"url(#arr)\"/>\n      <defs><marker id=\"arr\" markerWidth=\"6\" markerHeight=\"6\" refX=\"3\" refY=\"3\" orient=\"auto\"><path d=\"M0,0 L6,3 L0,6 Z\" fill=\"#e8536a\"/></marker></defs>\n      \n    <g transform=\"translate(44,70) rotate(0)\">\n      <rect x=\"-8.1\" y=\"-4.5\" width=\"12.6\" height=\"9\" rx=\"1.8\" fill=\"#e8536a\"/>\n      <polygon points=\"4.5,-2.7 8.1,-4.5 8.1,4.5 4.5,2.7\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"2.7\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"1.35\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Camera physically moves</text></svg>" },
+  { id: "pan", cat: "Movement", label: "Pan", phrase: "camera pan, horizontal camera rotation, panning shot, camera swings left to right, pivoting on axis", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"60\" cy=\"37.46000000000001\" rx=\"2.3099999999999996\" ry=\"2.7299999999999995\" fill=\"#3a4060\"/>\n      <rect x=\"57.9\" y=\"39.56\" width=\"4.199999999999999\" height=\"10.78\" rx=\"2\" fill=\"#3a4060\"/>\n      <line x1=\"55.8\" y1=\"40.400000000000006\" x2=\"64.2\" y2=\"40.400000000000006\" stroke=\"#3a4060\" stroke-width=\"1.4\"/>\n      <line x1=\"57.9\" y1=\"47.260000000000005\" x2=\"57.06\" y2=\"60\" stroke=\"#3a4060\" stroke-width=\"1.0499999999999998\"/>\n      <line x1=\"62.1\" y1=\"47.260000000000005\" x2=\"62.94\" y2=\"60\" stroke=\"#3a4060\" stroke-width=\"1.0499999999999998\"/>\n      \n      <ellipse cx=\"95\" cy=\"45.46000000000001\" rx=\"2.3099999999999996\" ry=\"2.7299999999999995\" fill=\"#7b8099\"/>\n      <rect x=\"92.9\" y=\"47.56\" width=\"4.199999999999999\" height=\"10.78\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"90.8\" y1=\"48.400000000000006\" x2=\"99.2\" y2=\"48.400000000000006\" stroke=\"#7b8099\" stroke-width=\"1.4\"/>\n      <line x1=\"92.9\" y1=\"55.260000000000005\" x2=\"92.06\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.0499999999999998\"/>\n      <line x1=\"97.1\" y1=\"55.260000000000005\" x2=\"97.94\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.0499999999999998\"/>\n      \n    <g transform=\"translate(22,52) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M50.97777478867205,44.235428646924376 A30,30 0 0,1 47.98076211353316,67\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1\" opacity=\"0.7\"/>\n      <line x1=\"22\" y1=\"52\" x2=\"50\" y2=\"50\" stroke=\"#e8536a\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"22\" y1=\"52\" x2=\"48\" y2=\"66\" stroke=\"#e8536a\" stroke-width=\"0.7\" opacity=\"0.7\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Horizontal rotation on axis</text></svg>" },
+  { id: "tilt", cat: "Movement", label: "Tilt", phrase: "camera tilt, vertical camera rotation, tilting up or down, reveals height, tilt up shot", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      \n    <g transform=\"translate(28,60) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M39,40.947441116742354 A22,22 0 0,1 49.66577056626858,63.82025990867247\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1\" opacity=\"0.7\"/>\n      <line x1=\"28\" y1=\"60\" x2=\"52\" y2=\"40\" stroke=\"#e8536a\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"28\" y1=\"60\" x2=\"52\" y2=\"62\" stroke=\"#e8536a\" stroke-width=\"0.7\" opacity=\"0.7\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Vertical rotation on axis</text></svg>" },
+  { id: "tracking", cat: "Movement", label: "Tracking Shot", phrase: "tracking shot, camera follows subject, parallel movement, camera moves with subject laterally", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      <line x1=\"8\" y1=\"60\" x2=\"112\" y2=\"60\" stroke=\"#2e3349\" stroke-width=\"1\" stroke-dasharray=\"3,2\"/>\n      \n      <ellipse cx=\"38\" cy=\"46.239999999999995\" rx=\"2.6400000000000006\" ry=\"3.1200000000000006\" fill=\"#3a4060\"/>\n      <rect x=\"35.6\" y=\"48.63999999999999\" width=\"4.800000000000001\" height=\"12.320000000000002\" rx=\"2\" fill=\"#3a4060\"/>\n      <line x1=\"33.2\" y1=\"49.599999999999994\" x2=\"42.8\" y2=\"49.599999999999994\" stroke=\"#3a4060\" stroke-width=\"1.6\"/>\n      <line x1=\"35.6\" y1=\"57.44\" x2=\"34.64\" y2=\"72\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      <line x1=\"40.4\" y1=\"57.44\" x2=\"41.36\" y2=\"72\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      \n      <ellipse cx=\"82\" cy=\"46.239999999999995\" rx=\"2.6400000000000006\" ry=\"3.1200000000000006\" fill=\"#7b8099\"/>\n      <rect x=\"79.6\" y=\"48.63999999999999\" width=\"4.800000000000001\" height=\"12.320000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"77.2\" y1=\"49.599999999999994\" x2=\"86.8\" y2=\"49.599999999999994\" stroke=\"#7b8099\" stroke-width=\"1.6\"/>\n      <line x1=\"79.6\" y1=\"57.44\" x2=\"78.64\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.2000000000000002\"/>\n      <line x1=\"84.4\" y1=\"57.44\" x2=\"85.36\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.2000000000000002\"/>\n      \n    <g transform=\"translate(28,55) rotate(0)\">\n      <rect x=\"-8.1\" y=\"-4.5\" width=\"12.6\" height=\"9\" rx=\"1.8\" fill=\"#e8536a\"/>\n      <polygon points=\"4.5,-2.7 8.1,-4.5 8.1,4.5 4.5,2.7\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"2.7\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"1.35\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      \n    <g transform=\"translate(72,55) rotate(0)\">\n      <rect x=\"-8.1\" y=\"-4.5\" width=\"12.6\" height=\"9\" rx=\"1.8\" fill=\"#e8536a\"/>\n      <polygon points=\"4.5,-2.7 8.1,-4.5 8.1,4.5 4.5,2.7\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"2.7\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.8\" cy=\"0\" r=\"1.35\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"37\" y1=\"55\" x2=\"62\" y2=\"55\" stroke=\"#e8536a\" stroke-width=\"1\"/>\n      <polygon points=\"62,52 68,55 62,58\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Camera moves with subject</text></svg>" },
+  { id: "crane", cat: "Movement", label: "Crane / Jib", phrase: "crane shot, jib shot, camera rises or descends dramatically, sweeping vertical movement, aerial reveal", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"20\" y1=\"78\" x2=\"58\" y2=\"20\" stroke=\"#4a5068\" stroke-width=\"2\"/>\n      \n    <g transform=\"translate(58,20) rotate(-45)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      \n    <g transform=\"translate(38,52) rotate(-20)\">\n      <rect x=\"-7.2\" y=\"-4\" width=\"11.200000000000001\" height=\"8\" rx=\"1.6\" fill=\"#7b8099\"/>\n      <polygon points=\"4,-2.4000000000000004 7.2,-4 7.2,4 4,2.4000000000000004\" fill=\"#7b8099\"/>\n      <circle cx=\"-1.6\" cy=\"0\" r=\"2.4000000000000004\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.6\" cy=\"0\" r=\"1.2000000000000002\" fill=\"#7b8099\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"42\" y1=\"36\" x2=\"40\" y2=\"20\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\"/>\n      <polygon points=\"40,20 37,26 43,26\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Sweeping vertical arc</text></svg>" },
+  { id: "zoom", cat: "Movement", label: "Zoom", phrase: "zoom shot, optical zoom in, lens zoom, subject grows larger in frame without camera moving, zoom push", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"44.63\" rx=\"2.805\" ry=\"3.315\" fill=\"#7b8099\"/>\n      <rect x=\"69.45\" y=\"47.18\" width=\"5.1\" height=\"13.090000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66.9\" y1=\"48.2\" x2=\"77.1\" y2=\"48.2\" stroke=\"#7b8099\" stroke-width=\"1.7\"/>\n      <line x1=\"69.45\" y1=\"56.53\" x2=\"68.43\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.275\"/>\n      <line x1=\"74.55\" y1=\"56.53\" x2=\"75.57\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.275\"/>\n      \n    <g transform=\"translate(18,46) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"27\" y1=\"42\" x2=\"60\" y2=\"32\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"27\" y1=\"50\" x2=\"60\" y2=\"62\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"27\" y1=\"38\" x2=\"60\" y2=\"22\" stroke=\"#e8536a\" stroke-width=\"0.6\" opacity=\"0.3\"/>\n      <line x1=\"27\" y1=\"54\" x2=\"60\" y2=\"70\" stroke=\"#e8536a\" stroke-width=\"0.6\" opacity=\"0.3\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Optical lens compression</text></svg>" },
+  { id: "three-point", cat: "Lighting", label: "Three-Point", phrase: "three-point lighting setup, key light, fill light, back light, classic studio lighting, professional illumination", image: "threepoint.jpg" },
+  { id: "rembrandt", cat: "Lighting", label: "Rembrandt", phrase: "Rembrandt lighting, triangle of light on cheek, 45 degree side lighting, dramatic shadow, chiaroscuro", image: "rembrandt.jpg" },
+  { id: "split", cat: "Lighting", label: "Split Lighting", phrase: "split lighting, half face lit half in shadow, 90 degree side light, dramatic contrast, divided face lighting", image: "split.jpg" },
+  { id: "rim", cat: "Lighting", label: "Rim / Edge Light", phrase: "rim lighting, edge lighting, backlit subject, hair light, silhouette with glowing outline, separation light", image: "rim.jpg" },
+  { id: "high-key", cat: "Lighting", label: "High Key", phrase: "high key lighting, bright even illumination, minimal shadows, light airy feel, commercial lighting, soft light", image: "highkey.jpg" },
+  { id: "low-key", cat: "Lighting", label: "Low Key", phrase: "low key lighting, deep shadows, moody dark atmosphere, single light source, noir lighting, dramatic darkness", image: "lowkey.jpg" },
+  { id: "butterfly", cat: "Lighting", label: "Butterfly", phrase: "butterfly lighting, paramount lighting, light directly above face, shadow under nose, glamour lighting, beauty lighting", image: "butterfly.jpg" },
+  { id: "steadicam", cat: "Movement", label: "Steadicam", phrase: "steadicam shot, smooth flowing camera movement, gyro-stabilized camera, gliding through space, fluid handheld movement, steadicam operator follow shot", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <path d=\"M22,80 Q30,60 28,40\" fill=\"none\" stroke=\"#2e3349\" stroke-width=\"2.5\"/>\n      <rect x=\"24\" y=\"38\" width=\"8\" height=\"5\" rx=\"1\" fill=\"#4a5068\"/>\n      \n    <g transform=\"translate(18,52) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M18,55 Q30,58 36,55 Q42,52 48,56\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1.2\" stroke-dasharray=\"3,2\"/>\n      <polygon points=\"48,53 54,56 48,59\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Gyro-stabilized glide</text></svg>" },
+  { id: "whip-pan", cat: "Movement", label: "Whip Pan", phrase: "whip pan, swish pan, extremely fast horizontal pan, motion blur transition, snap zoom pan, whip cut", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"38\" cy=\"42.239999999999995\" rx=\"2.6400000000000006\" ry=\"3.1200000000000006\" fill=\"#3a4060\"/>\n      <rect x=\"35.6\" y=\"44.63999999999999\" width=\"4.800000000000001\" height=\"12.320000000000002\" rx=\"2\" fill=\"#3a4060\"/>\n      <line x1=\"33.2\" y1=\"45.599999999999994\" x2=\"42.8\" y2=\"45.599999999999994\" stroke=\"#3a4060\" stroke-width=\"1.6\"/>\n      <line x1=\"35.6\" y1=\"53.44\" x2=\"34.64\" y2=\"68\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      <line x1=\"40.4\" y1=\"53.44\" x2=\"41.36\" y2=\"68\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      \n      <ellipse cx=\"95\" cy=\"42.239999999999995\" rx=\"2.6400000000000006\" ry=\"3.1200000000000006\" fill=\"#7b8099\"/>\n      <rect x=\"92.6\" y=\"44.63999999999999\" width=\"4.800000000000001\" height=\"12.320000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"90.2\" y1=\"45.599999999999994\" x2=\"99.8\" y2=\"45.599999999999994\" stroke=\"#7b8099\" stroke-width=\"1.6\"/>\n      <line x1=\"92.6\" y1=\"53.44\" x2=\"91.64\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.2000000000000002\"/>\n      <line x1=\"97.4\" y1=\"53.44\" x2=\"98.36\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.2000000000000002\"/>\n      \n    <g transform=\"translate(22,52) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M30,52 Q50,42 78,50\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"2\" opacity=\"0.9\"/>\n      <polygon points=\"78,47 84,50 78,53\" fill=\"#e8536a\"/>\n      <line x1=\"34\" y1=\"50\" x2=\"46\" y2=\"49\" stroke=\"#e8536a\" stroke-width=\"3\" opacity=\"0.15\"/>\n      <line x1=\"46\" y1=\"50\" x2=\"62\" y2=\"49\" stroke=\"#e8536a\" stroke-width=\"3\" opacity=\"0.25\"/>\n      <line x1=\"62\" y1=\"50\" x2=\"76\" y2=\"49\" stroke=\"#e8536a\" stroke-width=\"3\" opacity=\"0.4\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Ultra-fast snap pan</text></svg>" },
+  { id: "chase-handheld", cat: "Movement", label: "Chase Handheld", phrase: "chase scene handheld camera, erratic camera movement, urgent handheld shake, running camera operator, aggressive handheld, kinetic documentary chase, frenetic movement", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.019999999999996\" rx=\"2.9700000000000006\" ry=\"3.5100000000000002\" fill=\"#7b8099\"/>\n      <rect x=\"69.3\" y=\"41.72\" width=\"5.4\" height=\"13.860000000000001\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66.6\" y1=\"42.8\" x2=\"77.4\" y2=\"42.8\" stroke=\"#7b8099\" stroke-width=\"1.8\"/>\n      <line x1=\"69.3\" y1=\"51.62\" x2=\"68.22\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.35\"/>\n      <line x1=\"74.7\" y1=\"51.62\" x2=\"75.78\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.35\"/>\n      \n    <g transform=\"translate(28,48) rotate(8)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <path d=\"M20,42 Q24,38 22,45 Q26,40 24,47 Q28,42 26,49 Q30,44 28,51\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1.5\" opacity=\"0.9\"/>\n      <line x1=\"36\" y1=\"46\" x2=\"55\" y2=\"48\" stroke=\"#e8536a\" stroke-width=\"1\" stroke-dasharray=\"2,2\" opacity=\"0.7\"/>\n      <polygon points=\"55,45 61,48 55,51\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Erratic chase urgency</text></svg>" },
+  { id: "dolly-zoom", cat: "Movement", label: "Dolly Zoom", phrase: "dolly zoom, vertigo effect, hitchcock zoom, zoom out while dollying in, zolly shot, perspective distortion, background stretches", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      \n    <g transform=\"translate(44,56) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      \n    <g transform=\"translate(18,56) rotate(0)\">\n      <rect x=\"-6.75\" y=\"-3.75\" width=\"10.5\" height=\"7.5\" rx=\"1.5\" fill=\"#7b8099\"/>\n      <polygon points=\"3.75,-2.25 6.75,-3.75 6.75,3.75 3.75,2.25\" fill=\"#7b8099\"/>\n      <circle cx=\"-1.5\" cy=\"0\" r=\"2.25\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.5\" cy=\"0\" r=\"1.125\" fill=\"#7b8099\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"27\" y1=\"53\" x2=\"43\" y2=\"53\" stroke=\"#e8536a\" stroke-width=\"1\"/>\n      <polygon points=\"43,50 49,53 43,56\" fill=\"#e8536a\"/>\n      <line x1=\"53\" y1=\"46\" x2=\"68\" y2=\"34\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"53\" y1=\"62\" x2=\"68\" y2=\"74\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\" opacity=\"0.5\"/>\n      <line x1=\"27\" y1=\"50\" x2=\"18\" y2=\"32\" stroke=\"#7b8099\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.4\"/>\n      <line x1=\"27\" y1=\"62\" x2=\"18\" y2=\"78\" stroke=\"#7b8099\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.4\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Vertigo / Hitchcock effect</text></svg>" },
+  { id: "orbit", cat: "Movement", label: "Orbit / Arc", phrase: "orbit shot, arc shot, camera circles subject, 360 degree rotation around subject, barrel roll camera, subject stays centered while camera arcs", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"60\" cy=\"35.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"57\" y=\"38.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"54\" y1=\"40\" x2=\"66\" y2=\"40\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"57\" y1=\"49.8\" x2=\"55.8\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"63\" y1=\"49.8\" x2=\"64.2\" y2=\"68\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <ellipse cx=\"60\" cy=\"68\" rx=\"34\" ry=\"12\" fill=\"none\" stroke=\"#2e3349\" stroke-width=\"1.5\" stroke-dasharray=\"3,2\"/>\n      \n    <g transform=\"translate(26,68) rotate(0)\">\n      <rect x=\"-7.6499999999999995\" y=\"-4.25\" width=\"11.9\" height=\"8.5\" rx=\"1.7\" fill=\"#e8536a\"/>\n      <polygon points=\"4.25,-2.55 7.6499999999999995,-4.25 7.6499999999999995,4.25 4.25,2.55\" fill=\"#e8536a\"/>\n      <circle cx=\"-1.7\" cy=\"0\" r=\"2.55\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.7\" cy=\"0\" r=\"1.275\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      \n    <g transform=\"translate(74,60) rotate(90)\">\n      <rect x=\"-6.75\" y=\"-3.75\" width=\"10.5\" height=\"7.5\" rx=\"1.5\" fill=\"#7b8099\"/>\n      <polygon points=\"3.75,-2.25 6.75,-3.75 6.75,3.75 3.75,2.25\" fill=\"#7b8099\"/>\n      <circle cx=\"-1.5\" cy=\"0\" r=\"2.25\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.5\" cy=\"0\" r=\"1.125\" fill=\"#7b8099\" opacity=\"0.5\"/>\n    </g>\n      \n    <g transform=\"translate(60,56) rotate(180)\">\n      <rect x=\"-5.8500000000000005\" y=\"-3.25\" width=\"9.1\" height=\"6.5\" rx=\"1.3\" fill=\"#4a5068\"/>\n      <polygon points=\"3.25,-1.9500000000000002 5.8500000000000005,-3.25 5.8500000000000005,3.25 3.25,1.9500000000000002\" fill=\"#4a5068\"/>\n      <circle cx=\"-1.3\" cy=\"0\" r=\"1.9500000000000002\" fill=\"#0f1117\"/>\n      <circle cx=\"-1.3\" cy=\"0\" r=\"0.9750000000000001\" fill=\"#4a5068\" opacity=\"0.5\"/>\n    </g>\n      <polygon points=\"58,76 64,79 60,72\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"88\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Camera circles subject</text></svg>" },
+  { id: "push-pull", cat: "Movement", label: "Push In / Pull Out", phrase: "push in shot, slow camera push toward subject, intimate reveal, pull out shot, camera retreats from subject, slow zoom out, reveal surroundings", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"72\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"69\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"66\" y1=\"44\" x2=\"78\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"69\" y1=\"53.8\" x2=\"67.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"75\" y1=\"53.8\" x2=\"76.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      \n    <g transform=\"translate(18,56) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <line x1=\"27\" y1=\"56\" x2=\"48\" y2=\"56\" stroke=\"#e8536a\" stroke-width=\"1.2\" stroke-dasharray=\"3,2\"/>\n      <polygon points=\"48,53 54,56 48,59\" fill=\"#e8536a\"/>\n      <line x1=\"27\" y1=\"52\" x2=\"27\" y2=\"44\" stroke=\"#e8536a\" stroke-width=\"0.8\" opacity=\"0.4\" stroke-dasharray=\"1,2\"/>\n      <text x=\"10\" y=\"44\" font-size=\"6\" fill=\"#e8536a\" font-family=\"system-ui\" opacity=\"0.7\">PUSH</text>\n      <line x1=\"54\" y1=\"52\" x2=\"54\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"0.8\" opacity=\"0.4\" stroke-dasharray=\"1,2\"/>\n      <text x=\"56\" y=\"44\" font-size=\"6\" fill=\"#7b8099\" font-family=\"system-ui\" opacity=\"0.7\">PULL</text>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Slow advance or retreat</text></svg>" },
+  { id: "golden-hour", cat: "Lighting", label: "Golden Hour", phrase: "golden hour lighting, magic hour, warm orange sunlight, long shadows, soft directional sunlight, sunset glow, cinematic golden light, warm natural backlight", image: "goldenhour.jpg" },
+  { id: "neon-noir", cat: "Lighting", label: "Neon Noir", phrase: "neon noir lighting, cyberpunk lighting, colored neon light, magenta and cyan neon reflections, dark wet streets, vibrant neon signs, urban night lighting, blade runner aesthetic", image: "neonnoir.jpg" },
+  { id: "practical", cat: "Lighting", label: "Practical Lighting", phrase: "practical lighting, visible light sources in frame, table lamp, candle light, window light, motivated lighting, diegetic light sources, naturalistic interior lighting", image: "practical.jpg" },
+  { id: "silhouette", cat: "Lighting", label: "Silhouette", phrase: "silhouette lighting, subject completely backlit, dark silhouette against bright background, no facial detail, strong graphic shape, sunset silhouette, dramatic outline", image: "silhouette.jpg" },
+  { id: "fire-candlelight", cat: "Lighting", label: "Fire / Candlelight", phrase: "candlelight, firelight, flickering warm light, orange amber glow, intimate warm lighting, torchlight, campfire light, chiaroscuro candle, warm practical fire source", image: "firecandlelight.jpg" },
+  { id: "hard-light", cat: "Lighting", label: "Hard Light", phrase: "hard light, harsh directional lighting, strong defined shadows, crisp shadow edges, single strong light source, contrasty lighting, paparazzi flash, midday sun", image: "hardlight.jpg" },
+  { id: "soft-diffused", cat: "Lighting", label: "Soft / Diffused", phrase: "soft light, diffused lighting, overcast light, beauty light, softbox lighting, gentle even illumination, wrapped light, flattering soft shadows, cloudy day light", image: "softdiffused.jpg" },
+  { id: "overhead-flatlay", cat: "Angles", label: "Overhead Flat Lay", phrase: "overhead shot, flat lay, directly above looking straight down, 90 degree top down, birds eye flat lay, product shot from above, completely top down perspective", image: "overheadflatlay.jpg" },
+  { id: "canted-roll", cat: "Angles", label: "Canted / Roll", phrase: "canted angle, camera roll, horizon tilted 45 degrees, diagonal frame, extreme dutch angle, camera rotated on its axis, disorienting roll angle", image: "cantedroll.jpg" },
+  { id: "birds-eye", cat: "Angles", label: "Bird's Eye View", phrase: "bird's eye view, directly overhead camera angle, top-down perspective, aerial overhead shot, camera pointing straight down, 90 degree overhead angle, god's eye view", image: "birdseye.jpg" },
+  { id: "worms-eye", cat: "Angles", label: "Worm's Eye View", phrase: "worm's eye view, extreme low angle looking up, camera on the ground pointing upward, ground level upward perspective, dramatic upward angle, towering perspective from below, ant's eye view", image: "wormseye.jpg" },
+  { id: "drone-aerial", cat: "Movement", label: "Drone / Aerial", phrase: "drone shot, aerial footage, high altitude camera, drone fly-over, sweeping aerial view, UAV camera, aerial establishing shot, bird perspective from high altitude", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <rect x=\"0\" y=\"55\" width=\"120\" height=\"41\" fill=\"#1a2035\"/>\n      <line x1=\"0\" y1=\"55\" x2=\"120\" y2=\"55\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      <rect x=\"38\" y=\"62\" width=\"18\" height=\"10\" rx=\"2\" fill=\"#2e3349\"/>\n      <rect x=\"52\" y=\"65\" width=\"28\" height=\"8\" rx=\"1\" fill=\"#2e3349\"/>\n      <ellipse cx=\"54\" cy=\"69\" rx=\"8\" ry=\"4\" fill=\"#3a4060\" opacity=\"0.5\"/>\n      <g transform=\"translate(50,14)\">\n        <line x1=\"-10\" y1=\"0\" x2=\"10\" y2=\"0\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n        <line x1=\"0\" y1=\"-10\" x2=\"0\" y2=\"10\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n        <circle cx=\"-10\" cy=\"0\" r=\"3\" fill=\"#4a5068\"/>\n        <circle cx=\"10\" cy=\"0\" r=\"3\" fill=\"#4a5068\"/>\n        <circle cx=\"0\" cy=\"-10\" r=\"3\" fill=\"#4a5068\"/>\n        <circle cx=\"0\" cy=\"10\" r=\"3\" fill=\"#4a5068\"/>\n        <rect x=\"-4\" y=\"-3\" width=\"8\" height=\"6\" rx=\"1\" fill=\"#e8536a\" opacity=\"0.9\"/>\n      </g>\n      <line x1=\"50\" y1=\"28\" x2=\"50\" y2=\"50\" stroke=\"#e8536a\" stroke-width=\"0.8\" stroke-dasharray=\"2,2\" opacity=\"0.6\"/>\n      <polygon points=\"47,50 53,50 50,55\" fill=\"#e8536a\" opacity=\"0.6\"/>\n      <text x=\"60\" y=\"88\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">High altitude fly-over</text></svg>" },
+  { id: "rack-focus", cat: "Movement", label: "Rack Focus", phrase: "rack focus, pull focus, shift focus from foreground to background, selective focus transition, focus pull, depth of field shift, bokeh focus change", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"38\" cy=\"51.85\" rx=\"2.475\" ry=\"2.9250000000000003\" fill=\"#7b8099\"/>\n      <rect x=\"35.75\" y=\"54.1\" width=\"4.5\" height=\"11.55\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"33.5\" y1=\"55\" x2=\"42.5\" y2=\"55\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"35.75\" y1=\"62.35\" x2=\"34.85\" y2=\"76\" stroke=\"#7b8099\" stroke-width=\"1.125\"/>\n      <line x1=\"40.25\" y1=\"62.35\" x2=\"41.15\" y2=\"76\" stroke=\"#7b8099\" stroke-width=\"1.125\"/>\n      \n      <ellipse cx=\"80\" cy=\"43.019999999999996\" rx=\"2.9700000000000006\" ry=\"3.5100000000000002\" fill=\"#7b8099\"/>\n      <rect x=\"77.3\" y=\"45.72\" width=\"5.4\" height=\"13.860000000000001\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"74.6\" y1=\"46.8\" x2=\"85.4\" y2=\"46.8\" stroke=\"#7b8099\" stroke-width=\"1.8\"/>\n      <line x1=\"77.3\" y1=\"55.62\" x2=\"76.22\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.35\"/>\n      <line x1=\"82.7\" y1=\"55.62\" x2=\"83.78\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.35\"/>\n      \n    <g transform=\"translate(18,52) rotate(0)\">\n      <rect x=\"-9\" y=\"-5\" width=\"14\" height=\"10\" rx=\"2\" fill=\"#e8536a\"/>\n      <polygon points=\"5,-3 9,-5 9,5 5,3\" fill=\"#e8536a\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"3\" fill=\"#0f1117\"/>\n      <circle cx=\"-2\" cy=\"0\" r=\"1.5\" fill=\"#e8536a\" opacity=\"0.5\"/>\n    </g>\n      <ellipse cx=\"38\" cy=\"62\" rx=\"14\" ry=\"18\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1\" stroke-dasharray=\"3,2\" opacity=\"0.5\"/>\n      <ellipse cx=\"80\" cy=\"62\" rx=\"10\" ry=\"13\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1.5\" opacity=\"0.9\"/>\n      <line x1=\"44\" y1=\"52\" x2=\"58\" y2=\"52\" stroke=\"#e8536a\" stroke-width=\"1\"/>\n      <polygon points=\"58,49 64,52 58,55\" fill=\"#e8536a\"/>\n      <text x=\"60\" y=\"88\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Focus shifts fore to back</text></svg>" },
+  { id: "slow-motion", cat: "Movement", label: "Slow Motion", phrase: "slow motion, high speed camera, overcranked footage, time slowed, slow-mo, 120fps, 240fps, ultra slow motion, slow motion capture, bullet time slow motion", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"60\" cy=\"39.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"57\" y=\"42.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"54\" y1=\"44\" x2=\"66\" y2=\"44\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"57\" y1=\"53.8\" x2=\"55.8\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"63\" y1=\"53.8\" x2=\"64.2\" y2=\"72\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <text x=\"60\" y=\"44\" font-size=\"9\" fill=\"#e8536a\" text-anchor=\"middle\" font-family=\"system-ui\" font-weight=\"700\">240fps</text>\n      <line x1=\"18\" y1=\"52\" x2=\"102\" y2=\"52\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      <rect x=\"18\" y=\"49\" width=\"14\" height=\"6\" rx=\"2\" fill=\"#e8536a\" opacity=\"0.9\"/>\n      <rect x=\"36\" y=\"49\" width=\"10\" height=\"6\" rx=\"2\" fill=\"#e8536a\" opacity=\"0.6\"/>\n      <rect x=\"50\" y=\"49\" width=\"10\" height=\"6\" rx=\"2\" fill=\"#e8536a\" opacity=\"0.4\"/>\n      <rect x=\"64\" y=\"49\" width=\"10\" height=\"6\" rx=\"2\" fill=\"#e8536a\" opacity=\"0.25\"/>\n      <rect x=\"78\" y=\"49\" width=\"10\" height=\"6\" rx=\"2\" fill=\"#e8536a\" opacity=\"0.12\"/>\n      <text x=\"60\" y=\"84\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Time stretched frames</text></svg>" },
+  { id: "timelapse", cat: "Movement", label: "Time-Lapse", phrase: "time-lapse, hyperlapse, time compression, fast motion, sped up footage, time-lapse photography, motion blur time-lapse, long exposure time-lapse, city time-lapse", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      <circle cx=\"30\" cy=\"20\" r=\"8\" fill=\"#ffe066\" opacity=\"0.3\"/>\n      <circle cx=\"60\" cy=\"12\" r=\"8\" fill=\"#ffe066\" opacity=\"0.6\"/>\n      <circle cx=\"90\" cy=\"20\" r=\"8\" fill=\"#ffb347\" opacity=\"0.9\"/>\n      <line x1=\"30\" y1=\"28\" x2=\"60\" y2=\"20\" stroke=\"#ffe066\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.4\"/>\n      <line x1=\"60\" y1=\"20\" x2=\"90\" y2=\"28\" stroke=\"#ffb347\" stroke-width=\"0.7\" stroke-dasharray=\"2,2\" opacity=\"0.6\"/>\n      \n      <ellipse cx=\"60\" cy=\"46.239999999999995\" rx=\"2.6400000000000006\" ry=\"3.1200000000000006\" fill=\"#3a4060\"/>\n      <rect x=\"57.6\" y=\"48.63999999999999\" width=\"4.800000000000001\" height=\"12.320000000000002\" rx=\"2\" fill=\"#3a4060\"/>\n      <line x1=\"55.2\" y1=\"49.599999999999994\" x2=\"64.8\" y2=\"49.599999999999994\" stroke=\"#3a4060\" stroke-width=\"1.6\"/>\n      <line x1=\"57.6\" y1=\"57.44\" x2=\"56.64\" y2=\"72\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      <line x1=\"62.4\" y1=\"57.44\" x2=\"63.36\" y2=\"72\" stroke=\"#3a4060\" stroke-width=\"1.2000000000000002\"/>\n      <text x=\"22\" y=\"84\" font-size=\"5.5\" fill=\"#7b8099\" font-family=\"system-ui\">T+0h</text>\n      <text x=\"52\" y=\"84\" font-size=\"5.5\" fill=\"#7b8099\" font-family=\"system-ui\">T+6h</text>\n      <text x=\"82\" y=\"84\" font-size=\"5.5\" fill=\"#ffb347\" font-family=\"system-ui\">T+12h</text>\n      <text x=\"60\" y=\"92\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Compressed time motion</text></svg>" },
+  { id: "freeze-frame", cat: "Movement", label: "Freeze Frame", phrase: "freeze frame, still frame pause, frozen moment, action stopped mid-motion, static freeze, paused action, freeze frame effect, motion arrested", svg: "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 120 90\" width=\"100%\" height=\"100%\">\n      <rect width=\"120\" height=\"90\" fill=\"#0f1117\"/>\n      <line x1=\"0\" y1=\"72\" x2=\"120\" y2=\"72\" stroke=\"#2e3349\" stroke-width=\"1\"/>\n      \n      <ellipse cx=\"55\" cy=\"32.8\" rx=\"3.3000000000000003\" ry=\"3.9000000000000004\" fill=\"#7b8099\"/>\n      <rect x=\"52\" y=\"35.8\" width=\"6\" height=\"15.400000000000002\" rx=\"2\" fill=\"#7b8099\"/>\n      <line x1=\"49\" y1=\"37\" x2=\"61\" y2=\"37\" stroke=\"#7b8099\" stroke-width=\"2\"/>\n      <line x1=\"52\" y1=\"46.8\" x2=\"50.8\" y2=\"65\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"58\" y1=\"46.8\" x2=\"59.2\" y2=\"65\" stroke=\"#7b8099\" stroke-width=\"1.5\"/>\n      <line x1=\"46\" y1=\"62\" x2=\"38\" y2=\"72\" stroke=\"#b0b8d0\" stroke-width=\"2\"/>\n      <line x1=\"64\" y1=\"62\" x2=\"72\" y2=\"70\" stroke=\"#b0b8d0\" stroke-width=\"2\"/>\n      <rect x=\"8\" y=\"8\" width=\"104\" height=\"76\" rx=\"3\" fill=\"none\" stroke=\"#e8536a\" stroke-width=\"1.5\" stroke-dasharray=\"4,3\" opacity=\"0.7\"/>\n      <text x=\"98\" y=\"22\" font-size=\"10\" fill=\"#e8536a\" font-family=\"system-ui\" font-weight=\"700\" opacity=\"0.9\">||</text>\n      <text x=\"60\" y=\"88\" font-size=\"7\" fill=\"#7b8099\" text-anchor=\"middle\" font-family=\"system-ui,sans-serif\">Action frozen mid-frame</text></svg>" },
+  { id: "frame-in-frame", cat: "Framing", label: "Frame in Frame", phrase: "frame within a frame, through doorway, window frame composition, arch framing, natural frame, foreground frame, environmental framing, nested frames", image: "frameinframe.jpg" },
+  { id: "negative-space", cat: "Framing", label: "Negative Space", phrase: "negative space composition, subject small in frame, vast empty space, minimalist framing, subject isolated in empty environment, breathing room, sparse composition", image: "negativespace.jpg" },
+  { id: "foreground-lead", cat: "Framing", label: "Foreground Lead", phrase: "foreground element, leading lines foreground, foreground depth, layered depth composition, foreground object frames subject, deep focus foreground to background, layered scene", image: "foregroundlead.jpg" },
+  { id: "kodak-portra-400", cat: "Film Stocks", label: "Kodak Portra 400", phrase: "Kodak Portra 400 film stock, warm skin tones, subtle grain, soft natural colors, slightly elevated shadows, creamy highlights, portrait film look", image: "kodakportra400.jpg" },
+  { id: "kodak-ektar-100", cat: "Film Stocks", label: "Kodak Ektar 100", phrase: "Kodak Ektar 100 film stock, ultra-saturated colors, vivid reds and greens, fine grain, punchy contrast, rich color saturation, landscape film look", image: "kodakektar100.jpg" },
+  { id: "fuji-velvia-50", cat: "Film Stocks", label: "Fujifilm Velvia 50", phrase: "Fujifilm Velvia 50 slide film, hyper-saturated colors, deep rich greens, vivid blues and reds, high contrast, fine grain, transparency film, landscape slide film look", image: "fujivelvia50.jpg" },
+  { id: "fuji-superia-400", cat: "Film Stocks", label: "Fujifilm Superia 400", phrase: "Fujifilm Superia 400 film stock, cool green-tinted shadows, natural skin tones, slight blue-green shift, moderate grain, everyday color negative film look", image: "fujisuperia400.jpg" },
+  { id: "ilford-hp5", cat: "Film Stocks", label: "Ilford HP5 B&W", phrase: "Ilford HP5 Plus black and white film, classic monochrome, visible grain, high contrast black and white, pushed film grain, timeless B&W photography look", image: "ilfordhp5.jpg" },
+  { id: "kodak-tri-x", cat: "Film Stocks", label: "Kodak Tri-X 400", phrase: "Kodak Tri-X 400 black and white film, gritty grain, high contrast monochrome, deep blacks, photojournalism look, pushed black and white film, Street photography grain", image: "kodaktrix.jpg" },
+  { id: "cinestill-800t", cat: "Film Stocks", label: "CineStill 800T", phrase: "CineStill 800T tungsten film, neon halation glow, red fringing around lights, cinematic night scene, pushed tungsten color film, cyan shadows, warm artificial light bloom", image: "cinestill800t.jpg" },
+  { id: "lomography-800", cat: "Film Stocks", label: "Lomography 800", phrase: "Lomography 800 film, heavy vignette, color shifts, light leaks, cross-processed colors, lo-fi aesthetic, toy camera look, saturated unpredictable colors, lomography style", image: "lomography800.jpg" },
+  { id: "ml-neon-cyberpunk", cat: "Movie Looks", label: "Neon Cyberpunk", phrase: "neon cyberpunk movie look, vivid magenta and cyan neons, wet reflective streets, high contrast, deep shadows, blade runner aesthetic, neon-drenched night scene, cyberpunk color grade", image: "mlneoncyberpunk.jpg" },
+  { id: "ml-desert-gold", cat: "Movie Looks", label: "Desert Gold", phrase: "desert gold movie look, warm golden hour tones, bleached highlights, lifted shadows, sand and amber color grade, sun-baked desaturated look, dune aesthetic, middle eastern warm grade", image: "mldesertgold.jpg" },
+  { id: "ml-cold-space", cat: "Movie Looks", label: "Cold Space", phrase: "cold space movie look, desaturated cool tones, blue-grey grade, clinical sterile lighting, muted colors, interstellar aesthetic, cold blue shadows, sparse minimal color", image: "mlcoldspace.jpg" },
+  { id: "ml-warm-whimsy", cat: "Movie Looks", label: "Warm Whimsy", phrase: "warm whimsy movie look, Wes Anderson aesthetic, pastel warm tones, symmetrical composition, vintage color grade, amber and pink palette, storybook warmth, retro color film", image: "mlwarmwhimsy.jpg" },
+  { id: "ml-cold-minimalism", cat: "Movie Looks", label: "Cold Minimalism", phrase: "cold minimalism movie look, stark desaturated palette, cool blue-white tones, clinical minimalist grade, Fincher aesthetic, grey teal shadows, muted cold atmosphere", image: "mlcoldminimalism.jpg" },
+  { id: "ml-apocalyptic", cat: "Movie Looks", label: "Saturated Apocalyptic", phrase: "saturated apocalyptic movie look, dust and orange haze, oversaturated warm tones, Mad Max aesthetic, post-apocalyptic color grade, crushed blacks, orange and teal contrast", image: "mlapocalyptic.jpg" },
+  { id: "ml-dreamlike", cat: "Movie Looks", label: "Dreamlike Memories", phrase: "dreamlike memories movie look, soft hazy glow, faded washed out colors, nostalgic warmth, dreamy bokeh, overexposed highlights, memory flashback aesthetic, soft diffused dreamy grade", image: "mldreamlike.jpg" },
+  { id: "ml-digital-nightscape", cat: "Movie Looks", label: "Digital Nightscape", phrase: "digital nightscape movie look, deep blue-black shadows, teal and green city lights, digital cinema night look, lifted blacks, urban night color grade, cool night atmosphere", image: "mldigitalnightscape.jpg" },
+  { id: "ml-desaturated-dread", cat: "Movie Looks", label: "Desaturated Dread", phrase: "desaturated dread movie look, muted grey-green tones, horror and thriller grade, crushed desaturated palette, cold sickly green cast, Se7en aesthetic, grim oppressive atmosphere", image: "mldesaturateddread.jpg" },
+  { id: "ml-golden-rome", cat: "Movie Looks", label: "Golden Ancient", phrase: "golden ancient world movie look, warm bronze and amber tones, dusty golden grade, epic historical color palette, ancient rome aesthetic, warm candlelit atmosphere, bronze age color grade", image: "mlgoldenrome.jpg" },
+  { id: "ml-green-digital", cat: "Movie Looks", label: "Green-tinted Digital", phrase: "green-tinted digital movie look, sickly green color cast, matrix-inspired green grade, desaturated with green channel boost, digital surveillance aesthetic, hacker thriller color grade, clinical green shadows", image: "mlgreendigital.jpg" },
+  { id: "ml-near-future", cat: "Movie Looks", label: "Near Future Warmth", phrase: "near future warmth movie look, warm amber interior light, slightly desaturated exterior, soft futuristic glow, Her movie aesthetic, muted warm tones, intimate near-future color grade, peach and amber hues", image: "mlnearfuture.jpg" },
+  { id: "ml-futuristic-neon", cat: "Movie Looks", label: "Futuristic Neon Blue", phrase: "futuristic neon blue movie look, electric blue and purple neons, dark futuristic city, tron aesthetic, deep blue shadows, neon reflections on wet surfaces, electric indigo color grade, sci-fi blue cast", image: "mlfuturisticneon.jpg" },
+  { id: "ml-contemplative-scifi", cat: "Movie Looks", label: "Contemplative Sci-fi", phrase: "contemplative sci-fi movie look, muted cool grey tones, overcast diffuse lighting, quiet melancholy, arrival movie aesthetic, desaturated with cool blue undertones, vast empty spaces, introspective sci-fi grade", image: "mlcontemplativescifi.jpg" },
+  { id: "ml-pastel-symmetrical", cat: "Movie Looks", label: "Pastel Symmetrical", phrase: "pastel symmetrical movie look, wes anderson grand budapest aesthetic, perfectly symmetrical framing, soft pastel palette, pink and mint tones, warm flat lighting, whimsical storybook color grade, perfectly centered composition", image: "mlpastelsymmetrical.jpg" },
+  { id: "ml-sun-drenched", cat: "Movie Looks", label: "Sun-drenched Summer", phrase: "sun-drenched summer movie look, overexposed golden light, warm highlights, summer haze, call me by your name aesthetic, bleached warm tones, italian summer glow, lifted shadows with golden warmth, sun-kissed color grade", image: "mlsundrenched.jpg" },
+  { id: "ml-controlled-tension", cat: "Movie Looks", label: "Controlled Tension", phrase: "controlled tension movie look, muted olive and grey tones, clinical cold light, thriller color grade, no country for old men aesthetic, desaturated mid-tones, hard shadows, tense neutral palette, procedural crime look", image: "mlcontrolledtension.jpg" },
+  { id: "ml-desaturated-trenches", cat: "Movie Looks", label: "Desaturated Trenches", phrase: "desaturated trenches movie look, washed out war film grade, grey-brown muddy tones, 1917 saving private ryan aesthetic, bleached desaturated look, cold overcast war light, muted earth tones, documentary war color grade", image: "mldesaturatedtrenches.jpg" },
+  { id: "ml-high-contrast-bw", cat: "Movie Looks", label: "High Contrast B&W", phrase: "high contrast black and white movie look, stark monochrome, deep blacks crushed shadows, bright blown highlights, film noir aesthetic, schindlers list style, dramatic chiaroscuro lighting, classic cinema black and white grade", image: "mlhighcontrastbw.jpg" },
+  { id: "ml-cold-wilderness", cat: "Movie Looks", label: "Cold Wilderness", phrase: "cold wilderness movie look, frozen blue-grey tones, overcast north light, the revenant aesthetic, desaturated cold greens and blues, natural harsh winter light, survivalist color grade, frigid cold color palette", image: "mlcoldwilderness.jpg" },
+  { id: "ml-candlelit-period", cat: "Movie Looks", label: "Candlelit Period", phrase: "candlelit period drama movie look, warm amber candlelight, deep rich shadows, barry lyndon kubrick aesthetic, natural candlelight color grade, warm orange glow in darkness, period drama rich tones, low key amber warmth", image: "mlcandlelitperiod.jpg" },
+  { id: "ml-foggy-melancholy", cat: "Movie Looks", label: "Foggy Melancholy", phrase: "foggy melancholy movie look, soft diffused grey light, mist and fog atmosphere, subdued cool tones, manchester by the sea aesthetic, overcast coastal melancholy, lifted blacks with cool grey grade, introspective muted palette", image: "mlfoggymelancholy.jpg" },
+  { id: "ml-saturated-pop", cat: "Movie Looks", label: "Saturated Pop", phrase: "saturated pop movie look, vivid oversaturated colors, pop art aesthetic, scott pilgrim baby driver style, punchy contrast, electric saturated palette, vibrant primary colors, hyper-real color grade, comic book vivid look", image: "mlsaturatedpop.jpg" },
+  { id: "ml-horror-teal", cat: "Movie Looks", label: "Horror Teal & Shadow", phrase: "horror teal and shadow movie look, sickly teal highlights, crushed deep shadows, sinister color grade, midsommar hereditary aesthetic, cold clinical teal, oppressive dark vignette, dread-inducing color grade, ari aster horror look", image: "mlhorrorteal.jpg" },
+  { id: "ml-romantic-haze", cat: "Movie Looks", label: "Romantic Haze", phrase: "romantic haze movie look, soft diffused warm light, dreamy bokeh, lifted shadows with pink warmth, pride and prejudice lost in translation aesthetic, soft focus romantic glow, gentle warm haze, pastel romantic color grade", image: "mlromantichaze.jpg" },
 ];
 
-/** Filter helper mirroring the prototype's category + free-text search. */
+/** Filter helper: category + free-text search over label and phrase. */
 export function filterCameraCards(cat: "All" | CameraCategory, search: string): CameraCard[] {
   const q = search.trim().toLowerCase();
   return CAM_CARDS.filter(

From 2b2bc1f86607d5a7f14b83ec38e6e571ca8d38fd Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 13:40:03 -0400
Subject: [PATCH 004/117] Add tab enlarge/shrink, Shot Setup image+WASD, 16:9
 workflow thumbs

- Enlarge/Shrink: every dock tab can expand into a centered modal workspace
  (max-w-3xl, 86vh, blue border) with tab chips to switch while expanded and
  Esc/Shrink to collapse.
- Shot Setup: add a source frame (drag from Images tab, pick from library, or
  upload) with a live 3D-transform preview; WASD+QE drive the virtual camera
  (W/S zoom, A/D rotate, Q/E tilt) alongside the sliders; Reset returns to a
  neutral front view; Apply sends the source image to Gen Space and injects the
  shot prompt.
- Workflow reference-slot thumbnails and the image picker are now 16:9 and
  larger for clearer previews.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 208 +++++++++++++++++--
 1 file changed, 191 insertions(+), 17 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 8ae0e623f..86c70e43a 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -9,7 +9,7 @@
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
   Camera, ChevronRight, Copy, Download, Eraser, Film, Folder, FolderPlus, Image as ImageIcon,
-  Layers, Pencil, Plus, Search, Send, Trash2, Upload, Wand2, X,
+  Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
   PERF_FAMILIES, assemblePerformance, perfLabel, type PerfDelivery,
@@ -236,23 +236,107 @@ function PerformancePanel({
 }
 
 /* ---- Shot Setup ----------------------------------------------------------- */
+const SHOT_RANGES: Record<'rot' | 'tilt' | 'zoom', [number, number]> = { rot: [-90, 90], tilt: [-45, 45], zoom: [1, 20] }
+const clampShot = (v: number, mn: number, mx: number) => Math.max(mn, Math.min(mx, v))
+
 function ShotPanel({
-  shot, setShot, ctl, onCopy, onInject,
+  shot, setShot, ctl, onCopy, onInject, onUseImage, flash,
 }: {
   shot: ShotState; setShot: React.Dispatch<React.SetStateAction<ShotState>>
   ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
+  onUseImage: (img: GpmImage) => void; flash: (m: string) => void
 }) {
   const shotOut = useMemo(() => buildShotPrompt(shot), [shot])
   const setSlider = (k: 'rot' | 'tilt' | 'zoom', v: number) => setShot((s) => ({ ...s, [k]: v, preset: null }))
+  const nudge = (k: 'rot' | 'tilt' | 'zoom', d: number) => setSlider(k, clampShot(shot[k] + d, SHOT_RANGES[k][0], SHOT_RANGES[k][1]))
   const toggleAnchor = (id: string) => setShot((s) => ({ ...s, anchors: { ...s.anchors, [id]: !s.anchors[id] } }))
   const sliders: Array<['rot' | 'tilt' | 'zoom', string, number, number]> = [
     ['rot', 'Rotate', -90, 90], ['tilt', 'Tilt', -45, 45], ['zoom', 'Zoom', 1, 20],
   ]
+
+  // Source frame the virtual camera reframes.
+  const [srcImage, setSrcImage] = useState<{ name: string; dataUrl: string } | null>(null)
+  const [library, setLibrary] = useState<GpmImage[]>([])
+  const [picker, setPicker] = useState(false)
+  const fileRef = useRef<HTMLInputElement | null>(null)
+  useEffect(() => { void loadImages().then(setLibrary) }, [])
+
+  const readFile = (file: File) => {
+    const r = new FileReader()
+    r.onload = () => setSrcImage({ name: file.name, dataUrl: String(r.result) })
+    r.readAsDataURL(file)
+  }
+  const onDropImg = (e: React.DragEvent) => {
+    e.preventDefault()
+    const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; setSrcImage(d); return }
+    const file = e.dataTransfer.files?.[0]
+    if (file && file.type.startsWith('image/')) readFile(file)
+  }
+  const onKey = (e: React.KeyboardEvent) => {
+    const map: Record<string, () => void> = {
+      w: () => nudge('zoom', 1), s: () => nudge('zoom', -1),
+      a: () => nudge('rot', -5), d: () => nudge('rot', 5),
+      q: () => nudge('tilt', 5), e: () => nudge('tilt', -5),
+    }
+    const fn = map[e.key.toLowerCase()]
+    if (fn) { e.preventDefault(); fn() }
+  }
+  const scale = 0.6 + ((shot.zoom - 1) / 19) * 2.4
+  const previewTransform = `perspective(600px) rotateX(${-shot.tilt * 0.7}deg) rotateY(${shot.rot * 0.7}deg) scale(${scale.toFixed(3)})`
+
+  const applyShot = () => {
+    if (shotOut.trim()) onInject(shotOut)
+    if (srcImage) onUseImage({ id: gpmId(), name: srcImage.name, folderId: null, dataUrl: srcImage.dataUrl, addedAt: Date.now(), isVideo: false })
+  }
+  const resetView = () => setShot((s) => ({ ...s, rot: 0, tilt: 0, zoom: 8, preset: null }))
+
   return (
     <div>
       <p className="text-[11px] mb-3" style={{ color: C.muted }}>
         Virtual camera composer — a transformation applied to the selected shot's existing frame.
       </p>
+
+      <Section id="shot-source" title="Source frame & preview" ctl={ctl}>
+        {!srcImage ? (
+          <div
+            onDragOver={(e) => e.preventDefault()} onDrop={onDropImg}
+            className="rounded-md py-6 px-3 text-center"
+            style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}
+          >
+            <ImageIcon size={20} style={{ margin: '0 auto 6px' }} />
+            <div className="text-[11px] mb-2">Drag an image here (from the Images tab or a file)</div>
+            <div className="flex gap-2 justify-center">
+              <button onClick={() => setPicker(true)} className="rounded px-2 py-1 text-[10px]" style={{ background: C.blue, color: '#fff' }}>Pick from library</button>
+              <button onClick={() => fileRef.current?.click()} className="rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>Upload</button>
+            </div>
+          </div>
+        ) : (
+          <>
+            <div
+              tabIndex={0} onKeyDown={onKey} onDragOver={(e) => e.preventDefault()} onDrop={onDropImg}
+              className="relative w-full rounded-md overflow-hidden outline-none"
+              style={{ aspectRatio: '16/9', background: '#000', border: `1px solid ${C.border}` }}
+              title="Click here, then WASD to move · Q/E tilt"
+            >
+              <div className="absolute inset-0 flex items-center justify-center" style={{ perspective: '600px' }}>
+                <img src={srcImage.dataUrl} alt="" draggable={false} style={{ maxWidth: '100%', maxHeight: '100%', transform: previewTransform, transition: 'transform .08s' }} />
+              </div>
+              <div className="absolute top-1 left-1 px-1.5 py-0.5 rounded text-[9px]" style={{ background: 'rgba(0,0,0,0.6)', color: C.muted }}>
+                W/S zoom · A/D rotate · Q/E tilt
+              </div>
+            </div>
+            <div className="flex gap-2 mt-2">
+              <button onClick={() => setPicker(true)} className="rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>Change</button>
+              <button onClick={() => fileRef.current?.click()} className="rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}>Upload</button>
+              <button onClick={resetView} title="Reset rotate/tilt/zoom to default" className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}><RotateCcw size={11} />Reset</button>
+              <button onClick={() => setSrcImage(null)} className="rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}>Remove</button>
+            </div>
+          </>
+        )}
+        <input ref={fileRef} type="file" accept="image/*" className="hidden" onChange={(e) => { const f = e.target.files?.[0]; e.target.value = ''; if (f) readFile(f) }} />
+      </Section>
+
       <Section id="shot-presets" title="Presets" ctl={ctl}>
         <div className="grid grid-cols-4 gap-1.5">
           {SHOT_PRESETS.map((p) => {
@@ -270,7 +354,10 @@ function ShotPanel({
           })}
         </div>
       </Section>
-      <Section id="shot-camera" title="Camera" ctl={ctl}>
+      <Section
+        id="shot-camera" title="Camera" ctl={ctl}
+        right={<span onClick={(e) => { e.stopPropagation(); resetView() }} className="flex items-center gap-1 text-[10px]" style={{ color: C.muted }}><RotateCcw size={11} />Reset</span>}
+      >
         {sliders.map(([k, lbl, mn, mx]) => (
           <div key={k} className="mb-3">
             <div className="flex justify-between"><Label>{lbl}</Label><span className="text-xs tabular-nums" style={{ color: C.blue }}>{shot[k]}</span></div>
@@ -297,7 +384,27 @@ function ShotPanel({
       <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text }}>
         {shotOut}
       </div>
-      <ActionRow text={shotOut} onCopy={onCopy} onInject={onInject} />
+      <div className="grid grid-cols-2 gap-2 mt-3">
+        <button
+          onClick={() => onCopy(shotOut)} disabled={!shotOut.trim()}
+          className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-medium disabled:opacity-40"
+          style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+        >
+          <Copy size={13} />Copy prompt
+        </button>
+        <button
+          onClick={applyShot} disabled={!shotOut.trim()}
+          title={srcImage ? 'Inject the shot prompt and send the source image to Gen Space' : 'Inject the shot prompt'}
+          className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
+          style={{ background: C.green, color: '#fff' }}
+        >
+          <Send size={13} />{srcImage ? 'Apply + image' : 'Inject into prompt'}
+        </button>
+      </div>
+
+      {picker && (
+        <ImagePicker library={library} onPick={(img) => { setSrcImage({ name: img.name, dataUrl: img.dataUrl }); setPicker(false); flash('Source frame set') }} onClose={() => setPicker(false)} />
+      )}
     </div>
   )
 }
@@ -417,12 +524,12 @@ function WorkflowPanel({
         <div className="space-y-2">
           {wf.slots.map((s, i) => (
             <div key={s.id} className="rounded-lg p-2 flex gap-2 items-center" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
-              <div className="relative w-12 h-12 shrink-0">
+              <div className="relative w-28 shrink-0">
                 <button
                   onClick={() => setPickerSlot(s.id)}
                   title={s.imgName ? `Bound: ${s.imgName} — click to change` : 'Bind a reference image'}
-                  className="w-12 h-12 rounded flex items-center justify-center overflow-hidden text-[8px] text-center"
-                  style={{ background: s.imgId ? '#000' : 'transparent', border: `1px dashed ${s.imgId ? C.border : C.borderLt}`, color: C.faint }}
+                  className="w-full rounded flex items-center justify-center overflow-hidden text-[8px] text-center"
+                  style={{ aspectRatio: '16/9', background: s.imgId ? '#000' : 'transparent', border: `1px dashed ${s.imgId ? C.border : C.borderLt}`, color: C.faint }}
                 >
                   {s.imgId && imgById[s.imgId]
                     ? (imgById[s.imgId].isVideo
@@ -550,11 +657,11 @@ function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick
           {items.length === 0
             ? <p className="text-[11px] text-center py-8" style={{ color: C.faint }}>No images in the library. Add some in the Images tab.</p>
             : (
-              <div className="grid grid-cols-4 gap-2">
+              <div className="grid grid-cols-3 gap-2">
                 {items.map((im) => (
                   <button
                     key={im.id} onClick={() => onPick(im)} title={im.name}
-                    className="rounded-md overflow-hidden" style={{ aspectRatio: '1', background: '#000', border: `1px solid ${C.border}` }}
+                    className="rounded-md overflow-hidden" style={{ aspectRatio: '16/9', background: '#000', border: `1px solid ${C.border}` }}
                   >
                     {im.isVideo
                       ? <span className="w-full h-full flex items-center justify-center"><Film size={18} style={{ color: C.amber }} /></span>
@@ -913,6 +1020,29 @@ function Dock({ onClose }: { onClose: () => void }) {
     ['prompts', 'Prompts'], ['images', 'Images'], ['camera', 'Camera'],
     ['shot', 'Shot Setup'], ['plates', 'Plates'], ['workflow', 'Workflow'],
   ]
+  const ALL_TABS: Array<[GpmTab, string]> = [...TABS, ['performance', 'Performance Studio']]
+
+  // Enlarge the active tab into a centered modal workspace (Esc to shrink).
+  const [expanded, setExpanded] = useState(false)
+  useEffect(() => {
+    if (!expanded) return
+    const onKey = (e: KeyboardEvent) => { if (e.key === 'Escape') setExpanded(false) }
+    window.addEventListener('keydown', onKey)
+    return () => window.removeEventListener('keydown', onKey)
+  }, [expanded])
+
+  const activeLabel = ALL_TABS.find(([id]) => id === gpmTab)?.[1] ?? ''
+  const activePanel = (
+    <>
+      {gpmTab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
+      {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
+      {gpmTab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
+      {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
+      {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
+      {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
+      {gpmTab === 'plates' && <Stub title="Plates" desc="Panorama → plate workflow. Re-platforms onto the LTX canvas." />}
+    </>
+  )
 
   return (
     <div
@@ -947,7 +1077,13 @@ function Dock({ onClose }: { onClose: () => void }) {
             className="text-[11px] flex items-center gap-1 px-2 py-1 rounded"
             style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
           >
-            {allOpen ? '⊟ Collapse all' : '⊞ Expand all'}
+            {allOpen ? '⊟' : '⊞'}
+          </button>
+          <button
+            onClick={() => setExpanded(true)} title="Enlarge panel (Esc to shrink)"
+            className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
+          >
+            <Maximize2 size={13} />
           </button>
           <button onClick={onClose} className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }} title="Close">
             <X size={16} />
@@ -982,15 +1118,53 @@ function Dock({ onClose }: { onClose: () => void }) {
       </div>
 
       <div className="flex-1 overflow-y-auto p-4">
-        {gpmTab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
-        {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
-        {gpmTab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
-        {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
-        {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
-        {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
-        {gpmTab === 'plates' && <Stub title="Plates" desc="Panorama → plate workflow. Re-platforms onto the LTX canvas." />}
+        {activePanel}
       </div>
 
+      {expanded && (
+        <div
+          className="fixed inset-0 z-[60] flex items-center justify-center p-8"
+          style={{ background: 'rgba(0,0,0,0.6)' }}
+          onClick={() => setExpanded(false)}
+        >
+          <div
+            className="w-full max-w-3xl rounded-xl overflow-hidden flex flex-col"
+            style={{ maxHeight: '86vh', background: C.panel, border: `2px solid ${C.blue}`, boxShadow: '0 30px 80px rgba(0,0,0,0.6)' }}
+            onClick={(e) => e.stopPropagation()}
+          >
+            <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+              <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
+                <Wand2 size={15} style={{ color: C.blue }} />{activeLabel}
+              </span>
+              <button
+                onClick={() => setExpanded(false)}
+                className="flex items-center gap-1.5 rounded-md px-3 py-1.5 text-xs font-semibold"
+                style={{ background: C.blue, color: '#fff' }}
+              >
+                <Minimize2 size={13} />Shrink
+              </button>
+            </div>
+            <div className="px-4 py-2 flex flex-wrap gap-1.5 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+              {ALL_TABS.map(([id, lbl]) => {
+                const active = gpmTab === id
+                return (
+                  <button
+                    key={id} onClick={() => setGpmTab(id)}
+                    className="rounded-md px-2.5 py-1 text-[11px] font-medium transition-colors"
+                    style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
+                  >
+                    {lbl}
+                  </button>
+                )
+              })}
+            </div>
+            <div className="overflow-y-auto p-5">
+              {activePanel}
+            </div>
+          </div>
+        </div>
+      )}
+
       {toast && (
         <div
           className="absolute left-1/2 bottom-4 -translate-x-1/2 flex items-center gap-2 px-4 py-2.5 rounded-lg text-xs font-medium"

From 0ae201072af7b7176a3b1fb12ec54c2347d35892 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 13:54:41 -0400
Subject: [PATCH 005/117] Add Saved Workflows and Plates panorama library
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Saved Workflows: name + save the current workflow to IndexedDB, with a
  "Saved Workflows (N)" accordion (Load/Delete). Workflows now round-trip in
  the v1.6 backup, mapped to/from the extension's slot shape — so importing an
  existing backup populates the saved list.
- Plates: replace the stub with a panorama library — Import Panorama (file
  picker), drag-to-save (incl. from the Images tab), a 2:1 thumbnail grid with
  delete, capped at 20. Stored in a new IndexedDB 'panoramas' store.
- gpm-storage: DB bumped to v2 (panoramas store); add workflow + panorama
  persistence and backup mapping.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 141 +++++++++++++++++--
 frontend/components/gpm/gpm-storage.ts       |  92 +++++++++++-
 2 files changed, 218 insertions(+), 15 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 86c70e43a..28d77a151 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -9,7 +9,7 @@
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
   Camera, ChevronRight, Copy, Download, Eraser, Film, Folder, FolderPlus, Image as ImageIcon,
-  Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Search, Send, Trash2, Upload, Wand2, X,
+  Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
   PERF_FAMILIES, assemblePerformance, perfLabel, type PerfDelivery,
@@ -23,6 +23,8 @@ import {
   loadPromptFolders, savePromptFolders, loadImageFolders, saveImageFolders,
   loadImages, putImage, deleteImage, exportBackup, importBackup, parseBackup,
   loadAllPromptThumbs, deletePromptThumb,
+  type GpmWorkflow, loadWorkflows, saveWorkflows,
+  type GpmPanorama, loadPanoramas, putPanorama, deletePanorama, MAX_PANORAMAS,
 } from './gpm-storage'
 import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE } from './gpm-image-file'
 
@@ -495,6 +497,32 @@ function WorkflowPanel({
   }
   const unbindImage = (slotId: string) => upSlot(slotId, { imgId: undefined, imgName: undefined, filled: false })
 
+  // Saved workflows (persisted in IndexedDB; round-trips in the backup).
+  const [saved, setSaved] = useState<GpmWorkflow[]>([])
+  const reloadSaved = () => { void loadWorkflows().then(setSaved) }
+  useEffect(reloadSaved, [])
+  const persistSaved = (list: GpmWorkflow[]) => { setSaved(list); void saveWorkflows(list) }
+  const saveCurrent = () => {
+    const name = wf.name.trim() || 'Untitled Workflow'
+    const rec: GpmWorkflow = {
+      id: gpmId(), name, updatedAt: Date.now(),
+      slots: wf.slots, directive: wf.directive, aspectRatio: wf.aspectRatio,
+      motionHint: wf.motionHint, performance: wf.performance,
+    }
+    persistSaved([rec, ...saved])
+    flash(`Saved "${name}"`)
+  }
+  const loadSaved = (w: GpmWorkflow) => {
+    setWf({
+      name: w.name,
+      slots: w.slots.map((s) => ({ id: s.id, role: s.role as WfRole, note: s.note, filled: s.filled, imgId: s.imgId, imgName: s.imgName })),
+      directive: w.directive, aspectRatio: w.aspectRatio, motionHint: w.motionHint,
+      performance: { enabled: w.performance.enabled },
+    })
+    flash(`Loaded "${w.name}"`)
+  }
+  const deleteSaved = (id: string) => persistSaved(saved.filter((w) => w.id !== id))
+
   // Bound images, in slot order. LTX's Gen Space takes a single input image,
   // so Inject sends the first bound image (and notes if there are more).
   const boundImages = wf.slots
@@ -609,6 +637,39 @@ function WorkflowPanel({
         </label>
       </Section>
 
+      <Section id="wf-saved" title={`Saved Workflows (${saved.length})`} ctl={ctl}>
+        <div className="flex gap-2 mb-3">
+          <input
+            value={wf.name} onChange={(e) => up('name', e.target.value)} placeholder="Workflow name…"
+            className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none"
+            style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+          />
+          <button onClick={saveCurrent} className="flex items-center gap-1 rounded-md px-3 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}>
+            <Save size={13} />Save
+          </button>
+        </div>
+        {saved.length === 0 && <p className="text-[11px]" style={{ color: C.faint }}>No saved workflows yet. Name it above and Save.</p>}
+        <div className="space-y-2">
+          {saved.map((w) => {
+            const filled = w.slots.filter((s) => s.filled).length
+            const date = new Date(w.updatedAt).toLocaleDateString()
+            return (
+              <div key={w.id} className="rounded-lg p-2" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+                <div className="flex items-center justify-between">
+                  <span className="text-xs font-medium truncate" style={{ color: C.text }}>{w.name}</span>
+                  <span className="text-[9px] tabular-nums shrink-0 ml-2" style={{ color: C.faint }}>{filled} img · {date}</span>
+                </div>
+                {w.directive && <div className="text-[10px] mt-1 leading-snug" style={{ color: C.muted, maxHeight: 30, overflow: 'hidden' }}>{w.directive}</div>}
+                <div className="flex gap-1.5 mt-2">
+                  <button onClick={() => loadSaved(w)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-semibold" style={{ background: C.blue, color: '#fff' }}><RotateCcw size={11} />Load</button>
+                  <button onClick={() => deleteSaved(w.id)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}><Trash2 size={11} />Delete</button>
+                </div>
+              </div>
+            )
+          })}
+        </div>
+      </Section>
+
       <div className="rounded-lg p-3 text-[11px] leading-snug" style={{ background: C.card, border: `1px solid ${C.border}`, color: C.text, minHeight: 44 }}>
         {wfOut || <span style={{ color: C.faint }}>Fill a slot or write a directive to assemble the prompt…</span>}
       </div>
@@ -676,13 +737,75 @@ function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick
   )
 }
 
-function Stub({ title, desc }: { title: string; desc: string }) {
+/* ---- Plates (panorama library) ------------------------------------------- */
+function PlatesPanel({ flash }: { flash: (m: string) => void }) {
+  const [panos, setPanos] = useState<GpmPanorama[]>([])
+  const fileRef = useRef<HTMLInputElement | null>(null)
+  const reload = () => { void loadPanoramas().then(setPanos) }
+  useEffect(reload, [])
+
+  const readDataUrl = (file: File) => new Promise<string>((res, rej) => {
+    const r = new FileReader(); r.onload = () => res(String(r.result)); r.onerror = () => rej(r.error); r.readAsDataURL(file)
+  })
+  const addOne = async (name: string, dataUrl: string): Promise<boolean> => {
+    const existing = await loadPanoramas()
+    if (existing.length >= MAX_PANORAMAS) { flash(`Max ${MAX_PANORAMAS} panoramas reached`); return false }
+    await putPanorama({ id: gpmId(), name, dataUrl, addedAt: Date.now() })
+    return true
+  }
+  const addFiles = async (files: File[]) => {
+    let n = 0
+    for (const f of files) { if (!f.type.startsWith('image/')) continue; if (await addOne(f.name, await readDataUrl(f))) n++; else break }
+    if (n) { reload(); flash(`Added ${n} panorama${n !== 1 ? 's' : ''}`) }
+  }
+  const onDrop = (e: React.DragEvent) => {
+    e.preventDefault()
+    const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; void addOne(d.name, d.dataUrl).then((ok) => { if (ok) { reload(); flash('Panorama saved') } }); return }
+    void addFiles(Array.from(e.dataTransfer.files ?? []))
+  }
+  const remove = (id: string) => { void deletePanorama(id).then(reload) }
+
   return (
-    <div className="rounded-lg p-5 text-center" style={{ background: C.card, border: `1px dashed ${C.borderLt}` }}>
-      <Layers size={22} style={{ color: C.faint, margin: '0 auto 8px' }} />
-      <div className="text-sm font-semibold mb-1" style={{ color: C.text }}>{title}</div>
-      <div className="text-[11px]" style={{ color: C.muted }}>{desc}</div>
-      <div className="text-[10px] mt-3 px-2 py-1 rounded inline-block" style={{ background: C.elev, color: C.faint }}>port pending</div>
+    <div>
+      <div className="rounded-lg p-3 mb-3 text-center" style={{ background: C.card, border: `1px solid ${C.border}` }}>
+        <Layers size={22} style={{ color: C.blue, margin: '0 auto 6px' }} />
+        <div className="text-sm font-semibold mb-1" style={{ color: C.blue }}>Background Plate Builder</div>
+        <p className="text-[11px]" style={{ color: C.muted }}>
+          Import an equirectangular panorama, then composite characters in via the Workflow Builder.
+          Tip: GPT Image 2 makes panoramas reliably with prompts like "make equirectangular panorama of [place]".
+        </p>
+      </div>
+
+      <div className="flex items-center justify-between mb-2">
+        <Label>Panoramas</Label>
+        <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{panos.length}/{MAX_PANORAMAS}</span>
+      </div>
+      <button onClick={() => fileRef.current?.click()} className="w-full flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold mb-2" style={{ background: C.blue, color: '#fff' }}>
+        <Upload size={13} />Import Panorama
+      </button>
+      <div
+        onDragOver={(e) => e.preventDefault()} onDrop={onDrop}
+        className="rounded-md py-4 px-3 text-center text-[11px] mb-3"
+        style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}
+      >
+        Drop an image here (or from the Images tab) to save as a panorama
+      </div>
+
+      {panos.length === 0
+        ? <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No panoramas yet — import one to begin.</p>
+        : (
+          <div className="space-y-2">
+            {panos.map((p) => (
+              <div key={p.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${C.border}`, background: '#000' }} title={p.name}>
+                <img src={p.dataUrl} alt={p.name} loading="lazy" style={{ width: '100%', aspectRatio: '2/1', objectFit: 'cover' }} />
+                <div className="absolute bottom-0 left-0 right-0 px-2 py-1 text-[10px] truncate" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>{p.name}</div>
+                <button onClick={() => remove(p.id)} title="Delete" className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded opacity-0 group-hover:opacity-100 transition-opacity" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+              </div>
+            ))}
+          </div>
+        )}
+      <input ref={fileRef} type="file" accept="image/*" multiple className="hidden" onChange={(e) => { const fs = Array.from(e.target.files ?? []); e.target.value = ''; void addFiles(fs) }} />
     </div>
   )
 }
@@ -707,7 +830,7 @@ function BackupRow({ onAfterImport, flash }: { onAfterImport: () => void; flash:
     try {
       const r = await importBackup(parseBackup(await file.text()))
       onAfterImport()
-      flash(`Imported ${r.promptFolders} folders · ${r.prompts} prompts · ${r.images} images`)
+      flash(`Imported ${r.promptFolders} folders · ${r.prompts} prompts · ${r.images} images · ${r.workflows} workflows`)
     } catch (err) { flash('Import failed: ' + (err instanceof Error ? err.message : 'bad file')) }
   }
   return (
@@ -1040,7 +1163,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
       {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
-      {gpmTab === 'plates' && <Stub title="Plates" desc="Panorama → plate workflow. Re-platforms onto the LTX canvas." />}
+      {gpmTab === 'plates' && <PlatesPanel flash={flash} />}
     </>
   )
 
diff --git a/frontend/components/gpm/gpm-storage.ts b/frontend/components/gpm/gpm-storage.ts
index 34d9b2415..0e463227f 100644
--- a/frontend/components/gpm/gpm-storage.ts
+++ b/frontend/components/gpm/gpm-storage.ts
@@ -33,6 +33,33 @@ export interface GpmImage {
   isVideo: boolean
 }
 
+export interface GpmWorkflowSlot {
+  id: string
+  role: string
+  note: string
+  filled: boolean
+  imgId?: string
+  imgName?: string
+}
+export interface GpmWorkflow {
+  id: string
+  name: string
+  updatedAt: number
+  slots: GpmWorkflowSlot[]
+  directive: string
+  aspectRatio: string
+  motionHint: string
+  performance: { enabled: boolean }
+}
+
+export interface GpmPanorama {
+  id: string
+  name: string
+  dataUrl: string
+  addedAt: number
+  sourceNote?: string
+}
+
 /** Backup envelope (extension format, version "1.6"). Unknown sections are
  *  preserved verbatim on import so re-export round-trips losslessly. */
 export interface GpmBackup {
@@ -49,16 +76,19 @@ export interface GpmBackup {
 }
 
 const DB_NAME = 'gpm_images_db'
-const DB_VERSION = 1
+const DB_VERSION = 2
 const IMG_STORE = 'images'
 const THUMB_STORE = 'prompt_thumbs'
 const KV_STORE = 'kv'
+const PANO_STORE = 'panoramas'
 
 const KEY_PROMPTS = 'gpm_data_v2'
 const KEY_IMG_FOLDERS = 'gpm_img_state_v1'
-const KEY_PASSTHROUGH = 'gpm_backup_passthrough' // workflows + dl* kept for lossless re-export
+const KEY_WORKFLOWS = 'gpm_workflows_v1'
+const KEY_PASSTHROUGH = 'gpm_backup_passthrough' // dl* kept for lossless re-export
 
 export const BACKUP_VERSION = '1.6'
+export const MAX_PANORAMAS = 20
 
 let dbPromise: Promise<IDBDatabase> | null = null
 
@@ -71,6 +101,7 @@ function openDb(): Promise<IDBDatabase> {
       if (!db.objectStoreNames.contains(IMG_STORE)) db.createObjectStore(IMG_STORE, { keyPath: 'id' })
       if (!db.objectStoreNames.contains(THUMB_STORE)) db.createObjectStore(THUMB_STORE, { keyPath: 'promptId' })
       if (!db.objectStoreNames.contains(KV_STORE)) db.createObjectStore(KV_STORE, { keyPath: 'key' })
+      if (!db.objectStoreNames.contains(PANO_STORE)) db.createObjectStore(PANO_STORE, { keyPath: 'id' })
     }
     req.onsuccess = () => resolve(req.result)
     req.onerror = () => reject(req.error)
@@ -157,12 +188,55 @@ export function deleteImage(id: string): Promise<undefined> {
   return tx<undefined>(IMG_STORE, 'readwrite', (s) => s.delete(id) as IDBRequest<undefined>)
 }
 
+/* ---- Saved workflows ----------------------------------------------------- */
+export function loadWorkflows(): Promise<GpmWorkflow[]> {
+  return kvGet<GpmWorkflow[]>(KEY_WORKFLOWS, [])
+}
+export function saveWorkflows(list: GpmWorkflow[]): Promise<IDBValidKey> {
+  return kvSet(KEY_WORKFLOWS, list)
+}
+
+/* ---- Panoramas (Plates) -------------------------------------------------- */
+export function loadPanoramas(): Promise<GpmPanorama[]> {
+  return getAll<GpmPanorama>(PANO_STORE)
+}
+export function putPanorama(p: GpmPanorama): Promise<IDBValidKey> {
+  return tx<IDBValidKey>(PANO_STORE, 'readwrite', (s) => s.put(p))
+}
+export function deletePanorama(id: string): Promise<undefined> {
+  return tx<undefined>(PANO_STORE, 'readwrite', (s) => s.delete(id) as IDBRequest<undefined>)
+}
+
+/* Map a saved workflow to the extension's backup slot shape and back. */
+function workflowToBackup(w: GpmWorkflow): Record<string, unknown> {
+  return {
+    id: w.id, name: w.name, updatedAt: w.updatedAt,
+    directive: w.directive, aspectRatio: w.aspectRatio, motionHint: w.motionHint,
+    performance: w.performance,
+    slots: w.slots.map((s) => ({ id: s.id, imgId: s.imgId, imgName: s.imgName, role: s.role, note: s.note })),
+  }
+}
+function workflowFromBackup(raw: unknown): GpmWorkflow | null {
+  if (!raw || typeof raw !== 'object') return null
+  const w = raw as Record<string, any>
+  if (!w.id || !w.name) return null
+  const slots: GpmWorkflowSlot[] = Array.isArray(w.slots)
+    ? w.slots.map((s: any) => ({ id: String(s.id ?? gpmId()), role: String(s.role ?? 'general'), note: String(s.note ?? ''), filled: !!s.imgId, imgId: s.imgId || undefined, imgName: s.imgName || undefined }))
+    : []
+  return {
+    id: String(w.id), name: String(w.name), updatedAt: Number(w.updatedAt) || Date.now(),
+    slots, directive: String(w.directive ?? ''), aspectRatio: String(w.aspectRatio ?? '16:9'),
+    motionHint: String(w.motionHint ?? ''), performance: { enabled: !!(w.performance && w.performance.enabled) },
+  }
+}
+
 /* ---- Backup: export / import (extension v1.6 compatible) ----------------- */
 export async function exportBackup(): Promise<GpmBackup> {
-  const [folders, imgFolders, imgImages, passthrough] = await Promise.all([
+  const [folders, imgFolders, imgImages, workflows, passthrough] = await Promise.all([
     loadPromptFolders(),
     loadImageFolders(),
     loadImages(),
+    loadWorkflows(),
     kvGet<Partial<GpmBackup>>(KEY_PASSTHROUGH, {}),
   ])
   // Re-inline prompt thumbnails for full fidelity with the extension format.
@@ -187,7 +261,7 @@ export async function exportBackup(): Promise<GpmBackup> {
     imgFolders,
     imgAssignments,
     imgImages,
-    workflows: passthrough.workflows ?? [],
+    workflows: workflows.map(workflowToBackup),
     dlFolders: passthrough.dlFolders ?? [],
     dlAssignments: passthrough.dlAssignments ?? {},
     dlPanelWidth: passthrough.dlPanelWidth ?? 416,
@@ -199,6 +273,7 @@ export interface ImportResult {
   prompts: number
   imageFolders: number
   images: number
+  workflows: number
 }
 
 /** Import a backup, REPLACING current data. Returns counts for feedback. */
@@ -229,15 +304,20 @@ export async function importBackup(data: GpmBackup): Promise<ImportResult> {
     })
   }
 
+  // Workflows: map the extension's shape into our saved-workflow store.
+  const workflows = (Array.isArray(data.workflows) ? data.workflows : [])
+    .map(workflowFromBackup)
+    .filter((w): w is GpmWorkflow => w !== null)
+  await saveWorkflows(workflows)
+
   // Preserve sections the fork doesn't manage yet so re-export is lossless.
   await kvSet(KEY_PASSTHROUGH, {
-    workflows: data.workflows ?? [],
     dlFolders: data.dlFolders ?? [],
     dlAssignments: data.dlAssignments ?? {},
     dlPanelWidth: data.dlPanelWidth ?? 416,
   })
 
-  return { promptFolders: folders.length, prompts, imageFolders: imgFolders.length, images: imgImages.length }
+  return { promptFolders: folders.length, prompts, imageFolders: imgFolders.length, images: imgImages.length, workflows: workflows.length }
 }
 
 /** Parse + validate a backup file's text. Throws on malformed input. */

From 5eb0d30a82be6103ea721bc5d30f6e55e8bf22b4 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 14:13:55 -0400
Subject: [PATCH 006/117] Add 3D Scene Builder for Plates; persist panel state
 across enlarge
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- 3D Scene Builder: port the extension's Three.js panorama viewer into
  public/gpm-scene/ (viewer.html/viewer.js/three.min.js) and embed it via an
  iframe in a new SceneViewer. Open a panorama in 3D, drag to look, pick a lens
  (12-85mm), reset aim, and Generate plate (1280x720) -> sent to Gen Space as
  an input image. Adds a gpm-scene-set-aim message so aim can be restored.
- CSP: frame-ancestors 'none' -> 'self' so the same-origin viewer iframe renders.
- Fix enlarge/shrink dropping panel state: render the active panel once (compact
  body OR modal, not both) and lift ephemeral state to the Dock — Plates active
  panorama + scene lens/aim, and the Shot Setup source image — so enlarging
  preserves the open scene, its lens, and camera aim. Also removes a duplicate
  plate-capture caused by the double-rendered panel.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/csp.ts                              |   4 +-
 frontend/components/gpm/PromptManagerPro.tsx | 107 +++++++--
 public/gpm-scene/lib/three.min.js            |   6 +
 public/gpm-scene/viewer.html                 |  33 +++
 public/gpm-scene/viewer.js                   | 223 +++++++++++++++++++
 5 files changed, 357 insertions(+), 16 deletions(-)
 create mode 100644 public/gpm-scene/lib/three.min.js
 create mode 100644 public/gpm-scene/viewer.html
 create mode 100644 public/gpm-scene/viewer.js

diff --git a/electron/csp.ts b/electron/csp.ts
index 9d78dd9f3..4fcaa517e 100644
--- a/electron/csp.ts
+++ b/electron/csp.ts
@@ -16,7 +16,7 @@ export function setupCSP(): void {
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
-          "frame-ancestors 'none'",
+          "frame-ancestors 'self'",
         ].join('; ')
       : [
           "default-src 'self'",
@@ -29,7 +29,7 @@ export function setupCSP(): void {
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
-          "frame-ancestors 'none'",
+          "frame-ancestors 'self'",
         ].join('; ')
 
     callback({
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 28d77a151..8644f66c9 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -242,11 +242,13 @@ const SHOT_RANGES: Record<'rot' | 'tilt' | 'zoom', [number, number]> = { rot: [-
 const clampShot = (v: number, mn: number, mx: number) => Math.max(mn, Math.min(mx, v))
 
 function ShotPanel({
-  shot, setShot, ctl, onCopy, onInject, onUseImage, flash,
+  shot, setShot, ctl, onCopy, onInject, onUseImage, flash, srcImage, setSrcImage,
 }: {
   shot: ShotState; setShot: React.Dispatch<React.SetStateAction<ShotState>>
   ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
   onUseImage: (img: GpmImage) => void; flash: (m: string) => void
+  srcImage: { name: string; dataUrl: string } | null
+  setSrcImage: React.Dispatch<React.SetStateAction<{ name: string; dataUrl: string } | null>>
 }) {
   const shotOut = useMemo(() => buildShotPrompt(shot), [shot])
   const setSlider = (k: 'rot' | 'tilt' | 'zoom', v: number) => setShot((s) => ({ ...s, [k]: v, preset: null }))
@@ -256,8 +258,7 @@ function ShotPanel({
     ['rot', 'Rotate', -90, 90], ['tilt', 'Tilt', -45, 45], ['zoom', 'Zoom', 1, 20],
   ]
 
-  // Source frame the virtual camera reframes.
-  const [srcImage, setSrcImage] = useState<{ name: string; dataUrl: string } | null>(null)
+  // Source frame the virtual camera reframes (lifted to the Dock so it survives enlarge/shrink).
   const [library, setLibrary] = useState<GpmImage[]>([])
   const [picker, setPicker] = useState(false)
   const fileRef = useRef<HTMLInputElement | null>(null)
@@ -737,9 +738,70 @@ function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick
   )
 }
 
+/* ---- 3D Scene Builder (panorama viewer in an iframe) --------------------- */
+const SCENE_LENSES = ['12mm', '24mm', '35mm', '50mm', '85mm']
+function SceneViewer({ pano, onPlate, onClose, lens, setLens, aimRef }: {
+  pano: GpmPanorama; onPlate: (dataUrl: string, name: string) => void; onClose: () => void
+  lens: string; setLens: (l: string) => void
+  aimRef: React.MutableRefObject<{ yaw: number; pitch: number }>
+}) {
+  const iframeRef = useRef<HTMLIFrameElement | null>(null)
+  const [ready, setReady] = useState(false)
+  const reqId = useRef(0)
+  const post = (msg: Record<string, unknown>) => iframeRef.current?.contentWindow?.postMessage(msg, '*')
+
+  useEffect(() => {
+    const onMsg = (e: MessageEvent) => {
+      const m = e.data as { type?: string; dataUrl?: string; yaw?: number; pitch?: number }
+      if (!m || typeof m.type !== 'string' || !m.type.startsWith('gpm-scene-')) return
+      if (m.type === 'gpm-scene-ready') {
+        setReady(true)
+        const w = iframeRef.current?.contentWindow
+        w?.postMessage({ type: 'gpm-scene-load', dataUrl: pano.dataUrl }, '*')
+        w?.postMessage({ type: 'gpm-scene-set-lens', lens }, '*')
+        w?.postMessage({ type: 'gpm-scene-set-aim', yaw: aimRef.current.yaw, pitch: aimRef.current.pitch }, '*')
+      } else if (m.type === 'gpm-scene-aim') {
+        if (typeof m.yaw === 'number' && typeof m.pitch === 'number') aimRef.current = { yaw: m.yaw, pitch: m.pitch }
+      } else if (m.type === 'gpm-scene-captured' && m.dataUrl) {
+        onPlate(m.dataUrl, pano.name)
+      }
+    }
+    window.addEventListener('message', onMsg)
+    return () => window.removeEventListener('message', onMsg)
+  }, [pano, onPlate, lens, aimRef])
+  useEffect(() => { if (ready) post({ type: 'gpm-scene-set-lens', lens }) }, [lens, ready])
+  const resetAim = () => { aimRef.current = { yaw: 0, pitch: 0 }; post({ type: 'gpm-scene-reset-aim' }) }
+
+  const src = `${import.meta.env.BASE_URL}gpm-scene/viewer.html`
+  return (
+    <div className="rounded-lg overflow-hidden mb-3" style={{ border: `1px solid ${C.blue}` }}>
+      <div className="flex items-center justify-between px-2 py-1.5" style={{ background: C.card }}>
+        <span className="text-[11px] font-semibold truncate" style={{ color: C.text }}>🎬 {pano.name}</span>
+        <button onClick={onClose} className="h-6 w-6 flex items-center justify-center rounded" style={{ color: C.muted }} title="Close viewer"><X size={14} /></button>
+      </div>
+      <iframe ref={iframeRef} src={src} title="Scene viewer" style={{ width: '100%', aspectRatio: '16/9', border: 'none', background: '#000', display: 'block' }} />
+      <div className="flex items-center gap-2 px-2 py-2" style={{ background: C.card }}>
+        <span className="text-[10px]" style={{ color: C.muted }}>Lens</span>
+        <select value={lens} onChange={(e) => setLens(e.target.value)} className="rounded px-1.5 py-1 text-[11px] outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+          {SCENE_LENSES.map((l) => <option key={l} value={l}>{l}</option>)}
+        </select>
+        <button onClick={resetAim} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}><RotateCcw size={11} />Reset aim</button>
+        <button onClick={() => post({ type: 'gpm-scene-capture', requestId: ++reqId.current, width: 1280, height: 720 })} disabled={!ready} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-semibold ml-auto disabled:opacity-40" style={{ background: C.green, color: '#fff' }}><Camera size={11} />Generate plate</button>
+      </div>
+      <div className="px-2 pb-2 text-[10px]" style={{ background: C.card, color: C.faint }}>Drag to look around · pick a lens · "Generate plate" sends the framed 1280×720 view to Gen Space.</div>
+    </div>
+  )
+}
+
 /* ---- Plates (panorama library) ------------------------------------------- */
-function PlatesPanel({ flash }: { flash: (m: string) => void }) {
+function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneLens, sceneAimRef }: {
+  onUse: (img: GpmImage) => void; flash: (m: string) => void
+  activeId: string | null; setActiveId: React.Dispatch<React.SetStateAction<string | null>>
+  sceneLens: string; setSceneLens: (l: string) => void
+  sceneAimRef: React.MutableRefObject<{ yaw: number; pitch: number }>
+}) {
   const [panos, setPanos] = useState<GpmPanorama[]>([])
+  const openScene = (id: string) => { if (id !== activeId) sceneAimRef.current = { yaw: 0, pitch: 0 }; setActiveId(id) }
   const fileRef = useRef<HTMLInputElement | null>(null)
   const reload = () => { void loadPanoramas().then(setPanos) }
   useEffect(reload, [])
@@ -764,7 +826,12 @@ function PlatesPanel({ flash }: { flash: (m: string) => void }) {
     if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; void addOne(d.name, d.dataUrl).then((ok) => { if (ok) { reload(); flash('Panorama saved') } }); return }
     void addFiles(Array.from(e.dataTransfer.files ?? []))
   }
-  const remove = (id: string) => { void deletePanorama(id).then(reload) }
+  const remove = (id: string) => { if (id === activeId) setActiveId(null); void deletePanorama(id).then(reload) }
+  const active = panos.find((p) => p.id === activeId) ?? null
+  const onPlate = (dataUrl: string, name: string) => {
+    onUse({ id: gpmId(), name: `plate-${name}`, folderId: null, dataUrl, addedAt: Date.now(), isVideo: false })
+    flash('Plate sent to Gen Space')
+  }
 
   return (
     <div>
@@ -772,11 +839,13 @@ function PlatesPanel({ flash }: { flash: (m: string) => void }) {
         <Layers size={22} style={{ color: C.blue, margin: '0 auto 6px' }} />
         <div className="text-sm font-semibold mb-1" style={{ color: C.blue }}>Background Plate Builder</div>
         <p className="text-[11px]" style={{ color: C.muted }}>
-          Import an equirectangular panorama, then composite characters in via the Workflow Builder.
-          Tip: GPT Image 2 makes panoramas reliably with prompts like "make equirectangular panorama of [place]".
+          Import an equirectangular panorama, open it in 3D, aim the virtual camera, and generate clean
+          background plates. Composite characters in via the Workflow Builder.
         </p>
       </div>
 
+      {active && <SceneViewer key={active.id} pano={active} onClose={() => setActiveId(null)} onPlate={onPlate} lens={sceneLens} setLens={setSceneLens} aimRef={sceneAimRef} />}
+
       <div className="flex items-center justify-between mb-2">
         <Label>Panoramas</Label>
         <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{panos.length}/{MAX_PANORAMAS}</span>
@@ -797,10 +866,15 @@ function PlatesPanel({ flash }: { flash: (m: string) => void }) {
         : (
           <div className="space-y-2">
             {panos.map((p) => (
-              <div key={p.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${C.border}`, background: '#000' }} title={p.name}>
-                <img src={p.dataUrl} alt={p.name} loading="lazy" style={{ width: '100%', aspectRatio: '2/1', objectFit: 'cover' }} />
-                <div className="absolute bottom-0 left-0 right-0 px-2 py-1 text-[10px] truncate" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>{p.name}</div>
-                <button onClick={() => remove(p.id)} title="Delete" className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded opacity-0 group-hover:opacity-100 transition-opacity" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+              <div key={p.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${p.id === activeId ? C.blue : C.border}`, background: '#000' }} title={p.name}>
+                <button onClick={() => openScene(p.id)} className="block w-full" title="Open in 3D scene">
+                  <img src={p.dataUrl} alt={p.name} loading="lazy" style={{ width: '100%', aspectRatio: '2/1', objectFit: 'cover', display: 'block' }} />
+                </button>
+                <div className="absolute bottom-0 left-0 right-0 px-2 py-1 text-[10px] truncate pointer-events-none" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>{p.name}</div>
+                <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
+                  <button onClick={() => openScene(p.id)} title="Open in 3D scene" className="h-5 px-1.5 flex items-center justify-center rounded text-[9px] font-semibold" style={{ background: C.blue, color: '#fff' }}>3D</button>
+                  <button onClick={() => remove(p.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+                </div>
               </div>
             ))}
           </div>
@@ -1106,6 +1180,11 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [shot, setShot] = useState<ShotState>({
     rot: 35, tilt: -8, zoom: 9, preset: SHOT_PRESETS[1], anchors: { faces: true },
   })
+  // Ephemeral panel state lifted here so it survives the enlarge/shrink remount.
+  const [shotSrcImage, setShotSrcImage] = useState<{ name: string; dataUrl: string } | null>(null)
+  const [platesActiveId, setPlatesActiveId] = useState<string | null>(null)
+  const [sceneLens, setSceneLens] = useState('50mm')
+  const sceneAimRef = useRef<{ yaw: number; pitch: number }>({ yaw: 0, pitch: 0 })
 
   const [camCat, setCamCat] = useState<'All' | CameraCategory>('All')
 
@@ -1158,12 +1237,12 @@ function Dock({ onClose }: { onClose: () => void }) {
   const activePanel = (
     <>
       {gpmTab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
-      {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
+      {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} srcImage={shotSrcImage} setSrcImage={setShotSrcImage} />}
       {gpmTab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
       {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
       {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
-      {gpmTab === 'plates' && <PlatesPanel flash={flash} />}
+      {gpmTab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
     </>
   )
 
@@ -1241,7 +1320,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       </div>
 
       <div className="flex-1 overflow-y-auto p-4">
-        {activePanel}
+        {!expanded && activePanel}
       </div>
 
       {expanded && (
diff --git a/public/gpm-scene/lib/three.min.js b/public/gpm-scene/lib/three.min.js
new file mode 100644
index 000000000..b14f47c09
--- /dev/null
+++ b/public/gpm-scene/lib/three.min.js
@@ -0,0 +1,6 @@
+/**
+ * @license
+ * Copyright 2010-2021 Three.js Authors
+ * SPDX-License-Identifier: MIT
+ */
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((t="undefined"!=typeof globalThis?globalThis:t||self).THREE={})}(this,(function(t){"use strict";const e="128",n=100,i=300,r=301,s=302,a=303,o=304,l=306,c=307,h=1e3,u=1001,d=1002,p=1003,m=1004,f=1005,g=1006,v=1007,y=1008,x=1009,_=1012,w=1014,b=1015,M=1016,S=1020,T=1022,E=1023,A=1026,L=1027,R=33776,C=33777,P=33778,D=33779,I=35840,N=35841,B=35842,z=35843,F=37492,O=37496,H=2300,G=2301,U=2302,k=2400,V=2401,W=2402,j=2500,q=2501,X=3e3,Y=3001,Z=3007,J=3002,Q=3004,K=3005,$=3006,tt=7680,et=35044,nt=35048,it="300 es";class rt{addEventListener(t,e){void 0===this._listeners&&(this._listeners={});const n=this._listeners;void 0===n[t]&&(n[t]=[]),-1===n[t].indexOf(e)&&n[t].push(e)}hasEventListener(t,e){if(void 0===this._listeners)return!1;const n=this._listeners;return void 0!==n[t]&&-1!==n[t].indexOf(e)}removeEventListener(t,e){if(void 0===this._listeners)return;const n=this._listeners[t];if(void 0!==n){const t=n.indexOf(e);-1!==t&&n.splice(t,1)}}dispatchEvent(t){if(void 0===this._listeners)return;const e=this._listeners[t.type];if(void 0!==e){t.target=this;const n=e.slice(0);for(let e=0,i=n.length;e<i;e++)n[e].call(this,t);t.target=null}}}const st=[];for(let t=0;t<256;t++)st[t]=(t<16?"0":"")+t.toString(16);let at=1234567;const ot=Math.PI/180,lt=180/Math.PI;function ct(){const t=4294967295*Math.random()|0,e=4294967295*Math.random()|0,n=4294967295*Math.random()|0,i=4294967295*Math.random()|0;return(st[255&t]+st[t>>8&255]+st[t>>16&255]+st[t>>24&255]+"-"+st[255&e]+st[e>>8&255]+"-"+st[e>>16&15|64]+st[e>>24&255]+"-"+st[63&n|128]+st[n>>8&255]+"-"+st[n>>16&255]+st[n>>24&255]+st[255&i]+st[i>>8&255]+st[i>>16&255]+st[i>>24&255]).toUpperCase()}function ht(t,e,n){return Math.max(e,Math.min(n,t))}function ut(t,e){return(t%e+e)%e}function dt(t,e,n){return(1-n)*t+n*e}function pt(t){return 0==(t&t-1)&&0!==t}function mt(t){return Math.pow(2,Math.ceil(Math.log(t)/Math.LN2))}function ft(t){return Math.pow(2,Math.floor(Math.log(t)/Math.LN2))}var gt=Object.freeze({__proto__:null,DEG2RAD:ot,RAD2DEG:lt,generateUUID:ct,clamp:ht,euclideanModulo:ut,mapLinear:function(t,e,n,i,r){return i+(t-e)*(r-i)/(n-e)},inverseLerp:function(t,e,n){return t!==e?(n-t)/(e-t):0},lerp:dt,damp:function(t,e,n,i){return dt(t,e,1-Math.exp(-n*i))},pingpong:function(t,e=1){return e-Math.abs(ut(t,2*e)-e)},smoothstep:function(t,e,n){return t<=e?0:t>=n?1:(t=(t-e)/(n-e))*t*(3-2*t)},smootherstep:function(t,e,n){return t<=e?0:t>=n?1:(t=(t-e)/(n-e))*t*t*(t*(6*t-15)+10)},randInt:function(t,e){return t+Math.floor(Math.random()*(e-t+1))},randFloat:function(t,e){return t+Math.random()*(e-t)},randFloatSpread:function(t){return t*(.5-Math.random())},seededRandom:function(t){return void 0!==t&&(at=t%2147483647),at=16807*at%2147483647,(at-1)/2147483646},degToRad:function(t){return t*ot},radToDeg:function(t){return t*lt},isPowerOfTwo:pt,ceilPowerOfTwo:mt,floorPowerOfTwo:ft,setQuaternionFromProperEuler:function(t,e,n,i,r){const s=Math.cos,a=Math.sin,o=s(n/2),l=a(n/2),c=s((e+i)/2),h=a((e+i)/2),u=s((e-i)/2),d=a((e-i)/2),p=s((i-e)/2),m=a((i-e)/2);switch(r){case"XYX":t.set(o*h,l*u,l*d,o*c);break;case"YZY":t.set(l*d,o*h,l*u,o*c);break;case"ZXZ":t.set(l*u,l*d,o*h,o*c);break;case"XZX":t.set(o*h,l*m,l*p,o*c);break;case"YXY":t.set(l*p,o*h,l*m,o*c);break;case"ZYZ":t.set(l*m,l*p,o*h,o*c);break;default:console.warn("THREE.MathUtils: .setQuaternionFromProperEuler() encountered an unknown order: "+r)}}});class vt{constructor(t=0,e=0){this.x=t,this.y=e}get width(){return this.x}set width(t){this.x=t}get height(){return this.y}set height(t){this.y=t}set(t,e){return this.x=t,this.y=e,this}setScalar(t){return this.x=t,this.y=t,this}setX(t){return this.x=t,this}setY(t){return this.y=t,this}setComponent(t,e){switch(t){case 0:this.x=e;break;case 1:this.y=e;break;default:throw new Error("index is out of range: "+t)}return this}getComponent(t){switch(t){case 0:return this.x;case 1:return this.y;default:throw new Error("index is out of range: "+t)}}clone(){return new this.constructor(this.x,this.y)}copy(t){return this.x=t.x,this.y=t.y,this}add(t,e){return void 0!==e?(console.warn("THREE.Vector2: .add() now only accepts one argument. Use .addVectors( a, b ) instead."),this.addVectors(t,e)):(this.x+=t.x,this.y+=t.y,this)}addScalar(t){return this.x+=t,this.y+=t,this}addVectors(t,e){return this.x=t.x+e.x,this.y=t.y+e.y,this}addScaledVector(t,e){return this.x+=t.x*e,this.y+=t.y*e,this}sub(t,e){return void 0!==e?(console.warn("THREE.Vector2: .sub() now only accepts one argument. Use .subVectors( a, b ) instead."),this.subVectors(t,e)):(this.x-=t.x,this.y-=t.y,this)}subScalar(t){return this.x-=t,this.y-=t,this}subVectors(t,e){return this.x=t.x-e.x,this.y=t.y-e.y,this}multiply(t){return this.x*=t.x,this.y*=t.y,this}multiplyScalar(t){return this.x*=t,this.y*=t,this}divide(t){return this.x/=t.x,this.y/=t.y,this}divideScalar(t){return this.multiplyScalar(1/t)}applyMatrix3(t){const e=this.x,n=this.y,i=t.elements;return this.x=i[0]*e+i[3]*n+i[6],this.y=i[1]*e+i[4]*n+i[7],this}min(t){return this.x=Math.min(this.x,t.x),this.y=Math.min(this.y,t.y),this}max(t){return this.x=Math.max(this.x,t.x),this.y=Math.max(this.y,t.y),this}clamp(t,e){return this.x=Math.max(t.x,Math.min(e.x,this.x)),this.y=Math.max(t.y,Math.min(e.y,this.y)),this}clampScalar(t,e){return this.x=Math.max(t,Math.min(e,this.x)),this.y=Math.max(t,Math.min(e,this.y)),this}clampLength(t,e){const n=this.length();return this.divideScalar(n||1).multiplyScalar(Math.max(t,Math.min(e,n)))}floor(){return this.x=Math.floor(this.x),this.y=Math.floor(this.y),this}ceil(){return this.x=Math.ceil(this.x),this.y=Math.ceil(this.y),this}round(){return this.x=Math.round(this.x),this.y=Math.round(this.y),this}roundToZero(){return this.x=this.x<0?Math.ceil(this.x):Math.floor(this.x),this.y=this.y<0?Math.ceil(this.y):Math.floor(this.y),this}negate(){return this.x=-this.x,this.y=-this.y,this}dot(t){return this.x*t.x+this.y*t.y}cross(t){return this.x*t.y-this.y*t.x}lengthSq(){return this.x*this.x+this.y*this.y}length(){return Math.sqrt(this.x*this.x+this.y*this.y)}manhattanLength(){return Math.abs(this.x)+Math.abs(this.y)}normalize(){return this.divideScalar(this.length()||1)}angle(){return Math.atan2(-this.y,-this.x)+Math.PI}distanceTo(t){return Math.sqrt(this.distanceToSquared(t))}distanceToSquared(t){const e=this.x-t.x,n=this.y-t.y;return e*e+n*n}manhattanDistanceTo(t){return Math.abs(this.x-t.x)+Math.abs(this.y-t.y)}setLength(t){return this.normalize().multiplyScalar(t)}lerp(t,e){return this.x+=(t.x-this.x)*e,this.y+=(t.y-this.y)*e,this}lerpVectors(t,e,n){return this.x=t.x+(e.x-t.x)*n,this.y=t.y+(e.y-t.y)*n,this}equals(t){return t.x===this.x&&t.y===this.y}fromArray(t,e=0){return this.x=t[e],this.y=t[e+1],this}toArray(t=[],e=0){return t[e]=this.x,t[e+1]=this.y,t}fromBufferAttribute(t,e,n){return void 0!==n&&console.warn("THREE.Vector2: offset has been removed from .fromBufferAttribute()."),this.x=t.getX(e),this.y=t.getY(e),this}rotateAround(t,e){const n=Math.cos(e),i=Math.sin(e),r=this.x-t.x,s=this.y-t.y;return this.x=r*n-s*i+t.x,this.y=r*i+s*n+t.y,this}random(){return this.x=Math.random(),this.y=Math.random(),this}}vt.prototype.isVector2=!0;class yt{constructor(){this.elements=[1,0,0,0,1,0,0,0,1],arguments.length>0&&console.error("THREE.Matrix3: the constructor no longer reads arguments. use .set() instead.")}set(t,e,n,i,r,s,a,o,l){const c=this.elements;return c[0]=t,c[1]=i,c[2]=a,c[3]=e,c[4]=r,c[5]=o,c[6]=n,c[7]=s,c[8]=l,this}identity(){return this.set(1,0,0,0,1,0,0,0,1),this}copy(t){const e=this.elements,n=t.elements;return e[0]=n[0],e[1]=n[1],e[2]=n[2],e[3]=n[3],e[4]=n[4],e[5]=n[5],e[6]=n[6],e[7]=n[7],e[8]=n[8],this}extractBasis(t,e,n){return t.setFromMatrix3Column(this,0),e.setFromMatrix3Column(this,1),n.setFromMatrix3Column(this,2),this}setFromMatrix4(t){const e=t.elements;return this.set(e[0],e[4],e[8],e[1],e[5],e[9],e[2],e[6],e[10]),this}multiply(t){return this.multiplyMatrices(this,t)}premultiply(t){return this.multiplyMatrices(t,this)}multiplyMatrices(t,e){const n=t.elements,i=e.elements,r=this.elements,s=n[0],a=n[3],o=n[6],l=n[1],c=n[4],h=n[7],u=n[2],d=n[5],p=n[8],m=i[0],f=i[3],g=i[6],v=i[1],y=i[4],x=i[7],_=i[2],w=i[5],b=i[8];return r[0]=s*m+a*v+o*_,r[3]=s*f+a*y+o*w,r[6]=s*g+a*x+o*b,r[1]=l*m+c*v+h*_,r[4]=l*f+c*y+h*w,r[7]=l*g+c*x+h*b,r[2]=u*m+d*v+p*_,r[5]=u*f+d*y+p*w,r[8]=u*g+d*x+p*b,this}multiplyScalar(t){const e=this.elements;return e[0]*=t,e[3]*=t,e[6]*=t,e[1]*=t,e[4]*=t,e[7]*=t,e[2]*=t,e[5]*=t,e[8]*=t,this}determinant(){const t=this.elements,e=t[0],n=t[1],i=t[2],r=t[3],s=t[4],a=t[5],o=t[6],l=t[7],c=t[8];return e*s*c-e*a*l-n*r*c+n*a*o+i*r*l-i*s*o}invert(){const t=this.elements,e=t[0],n=t[1],i=t[2],r=t[3],s=t[4],a=t[5],o=t[6],l=t[7],c=t[8],h=c*s-a*l,u=a*o-c*r,d=l*r-s*o,p=e*h+n*u+i*d;if(0===p)return this.set(0,0,0,0,0,0,0,0,0);const m=1/p;return t[0]=h*m,t[1]=(i*l-c*n)*m,t[2]=(a*n-i*s)*m,t[3]=u*m,t[4]=(c*e-i*o)*m,t[5]=(i*r-a*e)*m,t[6]=d*m,t[7]=(n*o-l*e)*m,t[8]=(s*e-n*r)*m,this}transpose(){let t;const e=this.elements;return t=e[1],e[1]=e[3],e[3]=t,t=e[2],e[2]=e[6],e[6]=t,t=e[5],e[5]=e[7],e[7]=t,this}getNormalMatrix(t){return this.setFromMatrix4(t).invert().transpose()}transposeIntoArray(t){const e=this.elements;return t[0]=e[0],t[1]=e[3],t[2]=e[6],t[3]=e[1],t[4]=e[4],t[5]=e[7],t[6]=e[2],t[7]=e[5],t[8]=e[8],this}setUvTransform(t,e,n,i,r,s,a){const o=Math.cos(r),l=Math.sin(r);return this.set(n*o,n*l,-n*(o*s+l*a)+s+t,-i*l,i*o,-i*(-l*s+o*a)+a+e,0,0,1),this}scale(t,e){const n=this.elements;return n[0]*=t,n[3]*=t,n[6]*=t,n[1]*=e,n[4]*=e,n[7]*=e,this}rotate(t){const e=Math.cos(t),n=Math.sin(t),i=this.elements,r=i[0],s=i[3],a=i[6],o=i[1],l=i[4],c=i[7];return i[0]=e*r+n*o,i[3]=e*s+n*l,i[6]=e*a+n*c,i[1]=-n*r+e*o,i[4]=-n*s+e*l,i[7]=-n*a+e*c,this}translate(t,e){const n=this.elements;return n[0]+=t*n[2],n[3]+=t*n[5],n[6]+=t*n[8],n[1]+=e*n[2],n[4]+=e*n[5],n[7]+=e*n[8],this}equals(t){const e=this.elements,n=t.elements;for(let t=0;t<9;t++)if(e[t]!==n[t])return!1;return!0}fromArray(t,e=0){for(let n=0;n<9;n++)this.elements[n]=t[n+e];return this}toArray(t=[],e=0){const n=this.elements;return t[e]=n[0],t[e+1]=n[1],t[e+2]=n[2],t[e+3]=n[3],t[e+4]=n[4],t[e+5]=n[5],t[e+6]=n[6],t[e+7]=n[7],t[e+8]=n[8],t}clone(){return(new this.constructor).fromArray(this.elements)}}let xt;yt.prototype.isMatrix3=!0;class _t{static getDataURL(t){if(/^data:/i.test(t.src))return t.src;if("undefined"==typeof HTMLCanvasElement)return t.src;let e;if(t instanceof HTMLCanvasElement)e=t;else{void 0===xt&&(xt=document.createElementNS("http://www.w3.org/1999/xhtml","canvas")),xt.width=t.width,xt.height=t.height;const n=xt.getContext("2d");t instanceof ImageData?n.putImageData(t,0,0):n.drawImage(t,0,0,t.width,t.height),e=xt}return e.width>2048||e.height>2048?(console.warn("THREE.ImageUtils.getDataURL: Image converted to jpg for performance reasons",t),e.toDataURL("image/jpeg",.6)):e.toDataURL("image/png")}}let wt=0;class bt extends rt{constructor(t=bt.DEFAULT_IMAGE,e=bt.DEFAULT_MAPPING,n=1001,i=1001,r=1006,s=1008,a=1023,o=1009,l=1,c=3e3){super(),Object.defineProperty(this,"id",{value:wt++}),this.uuid=ct(),this.name="",this.image=t,this.mipmaps=[],this.mapping=e,this.wrapS=n,this.wrapT=i,this.magFilter=r,this.minFilter=s,this.anisotropy=l,this.format=a,this.internalFormat=null,this.type=o,this.offset=new vt(0,0),this.repeat=new vt(1,1),this.center=new vt(0,0),this.rotation=0,this.matrixAutoUpdate=!0,this.matrix=new yt,this.generateMipmaps=!0,this.premultiplyAlpha=!1,this.flipY=!0,this.unpackAlignment=4,this.encoding=c,this.version=0,this.onUpdate=null}updateMatrix(){this.matrix.setUvTransform(this.offset.x,this.offset.y,this.repeat.x,this.repeat.y,this.rotation,this.center.x,this.center.y)}clone(){return(new this.constructor).copy(this)}copy(t){return this.name=t.name,this.image=t.image,this.mipmaps=t.mipmaps.slice(0),this.mapping=t.mapping,this.wrapS=t.wrapS,this.wrapT=t.wrapT,this.magFilter=t.magFilter,this.minFilter=t.minFilter,this.anisotropy=t.anisotropy,this.format=t.format,this.internalFormat=t.internalFormat,this.type=t.type,this.offset.copy(t.offset),this.repeat.copy(t.repeat),this.center.copy(t.center),this.rotation=t.rotation,this.matrixAutoUpdate=t.matrixAutoUpdate,this.matrix.copy(t.matrix),this.generateMipmaps=t.generateMipmaps,this.premultiplyAlpha=t.premultiplyAlpha,this.flipY=t.flipY,this.unpackAlignment=t.unpackAlignment,this.encoding=t.encoding,this}toJSON(t){const e=void 0===t||"string"==typeof t;if(!e&&void 0!==t.textures[this.uuid])return t.textures[this.uuid];const n={metadata:{version:4.5,type:"Texture",generator:"Texture.toJSON"},uuid:this.uuid,name:this.name,mapping:this.mapping,repeat:[this.repeat.x,this.repeat.y],offset:[this.offset.x,this.offset.y],center:[this.center.x,this.center.y],rotation:this.rotation,wrap:[this.wrapS,this.wrapT],format:this.format,type:this.type,encoding:this.encoding,minFilter:this.minFilter,magFilter:this.magFilter,anisotropy:this.anisotropy,flipY:this.flipY,premultiplyAlpha:this.premultiplyAlpha,unpackAlignment:this.unpackAlignment};if(void 0!==this.image){const i=this.image;if(void 0===i.uuid&&(i.uuid=ct()),!e&&void 0===t.images[i.uuid]){let e;if(Array.isArray(i)){e=[];for(let t=0,n=i.length;t<n;t++)i[t].isDataTexture?e.push(Mt(i[t].image)):e.push(Mt(i[t]))}else e=Mt(i);t.images[i.uuid]={uuid:i.uuid,url:e}}n.image=i.uuid}return e||(t.textures[this.uuid]=n),n}dispose(){this.dispatchEvent({type:"dispose"})}transformUv(t){if(this.mapping!==i)return t;if(t.applyMatrix3(this.matrix),t.x<0||t.x>1)switch(this.wrapS){case h:t.x=t.x-Math.floor(t.x);break;case u:t.x=t.x<0?0:1;break;case d:1===Math.abs(Math.floor(t.x)%2)?t.x=Math.ceil(t.x)-t.x:t.x=t.x-Math.floor(t.x)}if(t.y<0||t.y>1)switch(this.wrapT){case h:t.y=t.y-Math.floor(t.y);break;case u:t.y=t.y<0?0:1;break;case d:1===Math.abs(Math.floor(t.y)%2)?t.y=Math.ceil(t.y)-t.y:t.y=t.y-Math.floor(t.y)}return this.flipY&&(t.y=1-t.y),t}set needsUpdate(t){!0===t&&this.version++}}function Mt(t){return"undefined"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||"undefined"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||"undefined"!=typeof ImageBitmap&&t instanceof ImageBitmap?_t.getDataURL(t):t.data?{data:Array.prototype.slice.call(t.data),width:t.width,height:t.height,type:t.data.constructor.name}:(console.warn("THREE.Texture: Unable to serialize Texture."),{})}bt.DEFAULT_IMAGE=void 0,bt.DEFAULT_MAPPING=i,bt.prototype.isTexture=!0;class St{constructor(t=0,e=0,n=0,i=1){this.x=t,this.y=e,this.z=n,this.w=i}get width(){return this.z}set width(t){this.z=t}get height(){return this.w}set height(t){this.w=t}set(t,e,n,i){return this.x=t,this.y=e,this.z=n,this.w=i,this}setScalar(t){return this.x=t,this.y=t,this.z=t,this.w=t,this}setX(t){return this.x=t,this}setY(t){return this.y=t,this}setZ(t){return this.z=t,this}setW(t){return this.w=t,this}setComponent(t,e){switch(t){case 0:this.x=e;break;case 1:this.y=e;break;case 2:this.z=e;break;case 3:this.w=e;break;default:throw new Error("index is out of range: "+t)}return this}getComponent(t){switch(t){case 0:return this.x;case 1:return this.y;case 2:return this.z;case 3:return this.w;default:throw new Error("index is out of range: "+t)}}clone(){return new this.constructor(this.x,this.y,this.z,this.w)}copy(t){return this.x=t.x,this.y=t.y,this.z=t.z,this.w=void 0!==t.w?t.w:1,this}add(t,e){return void 0!==e?(console.warn("THREE.Vector4: .add() now only accepts one argument. Use .addVectors( a, b ) instead."),this.addVectors(t,e)):(this.x+=t.x,this.y+=t.y,this.z+=t.z,this.w+=t.w,this)}addScalar(t){return this.x+=t,this.y+=t,this.z+=t,this.w+=t,this}addVectors(t,e){return this.x=t.x+e.x,this.y=t.y+e.y,this.z=t.z+e.z,this.w=t.w+e.w,this}addScaledVector(t,e){return this.x+=t.x*e,this.y+=t.y*e,this.z+=t.z*e,this.w+=t.w*e,this}sub(t,e){return void 0!==e?(console.warn("THREE.Vector4: .sub() now only accepts one argument. Use .subVectors( a, b ) instead."),this.subVectors(t,e)):(this.x-=t.x,this.y-=t.y,this.z-=t.z,this.w-=t.w,this)}subScalar(t){return this.x-=t,this.y-=t,this.z-=t,this.w-=t,this}subVectors(t,e){return this.x=t.x-e.x,this.y=t.y-e.y,this.z=t.z-e.z,this.w=t.w-e.w,this}multiply(t){return this.x*=t.x,this.y*=t.y,this.z*=t.z,this.w*=t.w,this}multiplyScalar(t){return this.x*=t,this.y*=t,this.z*=t,this.w*=t,this}applyMatrix4(t){const e=this.x,n=this.y,i=this.z,r=this.w,s=t.elements;return this.x=s[0]*e+s[4]*n+s[8]*i+s[12]*r,this.y=s[1]*e+s[5]*n+s[9]*i+s[13]*r,this.z=s[2]*e+s[6]*n+s[10]*i+s[14]*r,this.w=s[3]*e+s[7]*n+s[11]*i+s[15]*r,this}divideScalar(t){return this.multiplyScalar(1/t)}setAxisAngleFromQuaternion(t){this.w=2*Math.acos(t.w);const e=Math.sqrt(1-t.w*t.w);return e<1e-4?(this.x=1,this.y=0,this.z=0):(this.x=t.x/e,this.y=t.y/e,this.z=t.z/e),this}setAxisAngleFromRotationMatrix(t){let e,n,i,r;const s=.01,a=.1,o=t.elements,l=o[0],c=o[4],h=o[8],u=o[1],d=o[5],p=o[9],m=o[2],f=o[6],g=o[10];if(Math.abs(c-u)<s&&Math.abs(h-m)<s&&Math.abs(p-f)<s){if(Math.abs(c+u)<a&&Math.abs(h+m)<a&&Math.abs(p+f)<a&&Math.abs(l+d+g-3)<a)return this.set(1,0,0,0),this;e=Math.PI;const t=(l+1)/2,o=(d+1)/2,v=(g+1)/2,y=(c+u)/4,x=(h+m)/4,_=(p+f)/4;return t>o&&t>v?t<s?(n=0,i=.707106781,r=.707106781):(n=Math.sqrt(t),i=y/n,r=x/n):o>v?o<s?(n=.707106781,i=0,r=.707106781):(i=Math.sqrt(o),n=y/i,r=_/i):v<s?(n=.707106781,i=.707106781,r=0):(r=Math.sqrt(v),n=x/r,i=_/r),this.set(n,i,r,e),this}let v=Math.sqrt((f-p)*(f-p)+(h-m)*(h-m)+(u-c)*(u-c));return Math.abs(v)<.001&&(v=1),this.x=(f-p)/v,this.y=(h-m)/v,this.z=(u-c)/v,this.w=Math.acos((l+d+g-1)/2),this}min(t){return this.x=Math.min(this.x,t.x),this.y=Math.min(this.y,t.y),this.z=Math.min(this.z,t.z),this.w=Math.min(this.w,t.w),this}max(t){return this.x=Math.max(this.x,t.x),this.y=Math.max(this.y,t.y),this.z=Math.max(this.z,t.z),this.w=Math.max(this.w,t.w),this}clamp(t,e){return this.x=Math.max(t.x,Math.min(e.x,this.x)),this.y=Math.max(t.y,Math.min(e.y,this.y)),this.z=Math.max(t.z,Math.min(e.z,this.z)),this.w=Math.max(t.w,Math.min(e.w,this.w)),this}clampScalar(t,e){return this.x=Math.max(t,Math.min(e,this.x)),this.y=Math.max(t,Math.min(e,this.y)),this.z=Math.max(t,Math.min(e,this.z)),this.w=Math.max(t,Math.min(e,this.w)),this}clampLength(t,e){const n=this.length();return this.divideScalar(n||1).multiplyScalar(Math.max(t,Math.min(e,n)))}floor(){return this.x=Math.floor(this.x),this.y=Math.floor(this.y),this.z=Math.floor(this.z),this.w=Math.floor(this.w),this}ceil(){return this.x=Math.ceil(this.x),this.y=Math.ceil(this.y),this.z=Math.ceil(this.z),this.w=Math.ceil(this.w),this}round(){return this.x=Math.round(this.x),this.y=Math.round(this.y),this.z=Math.round(this.z),this.w=Math.round(this.w),this}roundToZero(){return this.x=this.x<0?Math.ceil(this.x):Math.floor(this.x),this.y=this.y<0?Math.ceil(this.y):Math.floor(this.y),this.z=this.z<0?Math.ceil(this.z):Math.floor(this.z),this.w=this.w<0?Math.ceil(this.w):Math.floor(this.w),this}negate(){return this.x=-this.x,this.y=-this.y,this.z=-this.z,this.w=-this.w,this}dot(t){return this.x*t.x+this.y*t.y+this.z*t.z+this.w*t.w}lengthSq(){return this.x*this.x+this.y*this.y+this.z*this.z+this.w*this.w}length(){return Math.sqrt(this.x*this.x+this.y*this.y+this.z*this.z+this.w*this.w)}manhattanLength(){return Math.abs(this.x)+Math.abs(this.y)+Math.abs(this.z)+Math.abs(this.w)}normalize(){return this.divideScalar(this.length()||1)}setLength(t){return this.normalize().multiplyScalar(t)}lerp(t,e){return this.x+=(t.x-this.x)*e,this.y+=(t.y-this.y)*e,this.z+=(t.z-this.z)*e,this.w+=(t.w-this.w)*e,this}lerpVectors(t,e,n){return this.x=t.x+(e.x-t.x)*n,this.y=t.y+(e.y-t.y)*n,this.z=t.z+(e.z-t.z)*n,this.w=t.w+(e.w-t.w)*n,this}equals(t){return t.x===this.x&&t.y===this.y&&t.z===this.z&&t.w===this.w}fromArray(t,e=0){return this.x=t[e],this.y=t[e+1],this.z=t[e+2],this.w=t[e+3],this}toArray(t=[],e=0){return t[e]=this.x,t[e+1]=this.y,t[e+2]=this.z,t[e+3]=this.w,t}fromBufferAttribute(t,e,n){return void 0!==n&&console.warn("THREE.Vector4: offset has been removed from .fromBufferAttribute()."),this.x=t.getX(e),this.y=t.getY(e),this.z=t.getZ(e),this.w=t.getW(e),this}random(){return this.x=Math.random(),this.y=Math.random(),this.z=Math.random(),this.w=Math.random(),this}}St.prototype.isVector4=!0;class Tt extends rt{constructor(t,e,n){super(),this.width=t,this.height=e,this.depth=1,this.scissor=new St(0,0,t,e),this.scissorTest=!1,this.viewport=new St(0,0,t,e),n=n||{},this.texture=new bt(void 0,n.mapping,n.wrapS,n.wrapT,n.magFilter,n.minFilter,n.format,n.type,n.anisotropy,n.encoding),this.texture.image={},this.texture.image.width=t,this.texture.image.height=e,this.texture.image.depth=1,this.texture.generateMipmaps=void 0!==n.generateMipmaps&&n.generateMipmaps,this.texture.minFilter=void 0!==n.minFilter?n.minFilter:g,this.depthBuffer=void 0===n.depthBuffer||n.depthBuffer,this.stencilBuffer=void 0!==n.stencilBuffer&&n.stencilBuffer,this.depthTexture=void 0!==n.depthTexture?n.depthTexture:null}setTexture(t){t.image={width:this.width,height:this.height,depth:this.depth},this.texture=t}setSize(t,e,n=1){this.width===t&&this.height===e&&this.depth===n||(this.width=t,this.height=e,this.depth=n,this.texture.image.width=t,this.texture.image.height=e,this.texture.image.depth=n,this.dispose()),this.viewport.set(0,0,t,e),this.scissor.set(0,0,t,e)}clone(){return(new this.constructor).copy(this)}copy(t){return this.width=t.width,this.height=t.height,this.depth=t.depth,this.viewport.copy(t.viewport),this.texture=t.texture.clone(),this.depthBuffer=t.depthBuffer,this.stencilBuffer=t.stencilBuffer,this.depthTexture=t.depthTexture,this}dispose(){this.dispatchEvent({type:"dispose"})}}Tt.prototype.isWebGLRenderTarget=!0;class Et extends Tt{constructor(t,e,n){super(t,e,n),this.samples=4}copy(t){return super.copy.call(this,t),this.samples=t.samples,this}}Et.prototype.isWebGLMultisampleRenderTarget=!0;class At{constructor(t=0,e=0,n=0,i=1){this._x=t,this._y=e,this._z=n,this._w=i}static slerp(t,e,n,i){return console.warn("THREE.Quaternion: Static .slerp() has been deprecated. Use qm.slerpQuaternions( qa, qb, t ) instead."),n.slerpQuaternions(t,e,i)}static slerpFlat(t,e,n,i,r,s,a){let o=n[i+0],l=n[i+1],c=n[i+2],h=n[i+3];const u=r[s+0],d=r[s+1],p=r[s+2],m=r[s+3];if(0===a)return t[e+0]=o,t[e+1]=l,t[e+2]=c,void(t[e+3]=h);if(1===a)return t[e+0]=u,t[e+1]=d,t[e+2]=p,void(t[e+3]=m);if(h!==m||o!==u||l!==d||c!==p){let t=1-a;const e=o*u+l*d+c*p+h*m,n=e>=0?1:-1,i=1-e*e;if(i>Number.EPSILON){const r=Math.sqrt(i),s=Math.atan2(r,e*n);t=Math.sin(t*s)/r,a=Math.sin(a*s)/r}const r=a*n;if(o=o*t+u*r,l=l*t+d*r,c=c*t+p*r,h=h*t+m*r,t===1-a){const t=1/Math.sqrt(o*o+l*l+c*c+h*h);o*=t,l*=t,c*=t,h*=t}}t[e]=o,t[e+1]=l,t[e+2]=c,t[e+3]=h}static multiplyQuaternionsFlat(t,e,n,i,r,s){const a=n[i],o=n[i+1],l=n[i+2],c=n[i+3],h=r[s],u=r[s+1],d=r[s+2],p=r[s+3];return t[e]=a*p+c*h+o*d-l*u,t[e+1]=o*p+c*u+l*h-a*d,t[e+2]=l*p+c*d+a*u-o*h,t[e+3]=c*p-a*h-o*u-l*d,t}get x(){return this._x}set x(t){this._x=t,this._onChangeCallback()}get y(){return this._y}set y(t){this._y=t,this._onChangeCallback()}get z(){return this._z}set z(t){this._z=t,this._onChangeCallback()}get w(){return this._w}set w(t){this._w=t,this._onChangeCallback()}set(t,e,n,i){return this._x=t,this._y=e,this._z=n,this._w=i,this._onChangeCallback(),this}clone(){return new this.constructor(this._x,this._y,this._z,this._w)}copy(t){return this._x=t.x,this._y=t.y,this._z=t.z,this._w=t.w,this._onChangeCallback(),this}setFromEuler(t,e){if(!t||!t.isEuler)throw new Error("THREE.Quaternion: .setFromEuler() now expects an Euler rotation rather than a Vector3 and order.");const n=t._x,i=t._y,r=t._z,s=t._order,a=Math.cos,o=Math.sin,l=a(n/2),c=a(i/2),h=a(r/2),u=o(n/2),d=o(i/2),p=o(r/2);switch(s){case"XYZ":this._x=u*c*h+l*d*p,this._y=l*d*h-u*c*p,this._z=l*c*p+u*d*h,this._w=l*c*h-u*d*p;break;case"YXZ":this._x=u*c*h+l*d*p,this._y=l*d*h-u*c*p,this._z=l*c*p-u*d*h,this._w=l*c*h+u*d*p;break;case"ZXY":this._x=u*c*h-l*d*p,this._y=l*d*h+u*c*p,this._z=l*c*p+u*d*h,this._w=l*c*h-u*d*p;break;case"ZYX":this._x=u*c*h-l*d*p,this._y=l*d*h+u*c*p,this._z=l*c*p-u*d*h,this._w=l*c*h+u*d*p;break;case"YZX":this._x=u*c*h+l*d*p,this._y=l*d*h+u*c*p,this._z=l*c*p-u*d*h,this._w=l*c*h-u*d*p;break;case"XZY":this._x=u*c*h-l*d*p,this._y=l*d*h-u*c*p,this._z=l*c*p+u*d*h,this._w=l*c*h+u*d*p;break;default:console.warn("THREE.Quaternion: .setFromEuler() encountered an unknown order: "+s)}return!1!==e&&this._onChangeCallback(),this}setFromAxisAngle(t,e){const n=e/2,i=Math.sin(n);return this._x=t.x*i,this._y=t.y*i,this._z=t.z*i,this._w=Math.cos(n),this._onChangeCallback(),this}setFromRotationMatrix(t){const e=t.elements,n=e[0],i=e[4],r=e[8],s=e[1],a=e[5],o=e[9],l=e[2],c=e[6],h=e[10],u=n+a+h;if(u>0){const t=.5/Math.sqrt(u+1);this._w=.25/t,this._x=(c-o)*t,this._y=(r-l)*t,this._z=(s-i)*t}else if(n>a&&n>h){const t=2*Math.sqrt(1+n-a-h);this._w=(c-o)/t,this._x=.25*t,this._y=(i+s)/t,this._z=(r+l)/t}else if(a>h){const t=2*Math.sqrt(1+a-n-h);this._w=(r-l)/t,this._x=(i+s)/t,this._y=.25*t,this._z=(o+c)/t}else{const t=2*Math.sqrt(1+h-n-a);this._w=(s-i)/t,this._x=(r+l)/t,this._y=(o+c)/t,this._z=.25*t}return this._onChangeCallback(),this}setFromUnitVectors(t,e){let n=t.dot(e)+1;return n<Number.EPSILON?(n=0,Math.abs(t.x)>Math.abs(t.z)?(this._x=-t.y,this._y=t.x,this._z=0,this._w=n):(this._x=0,this._y=-t.z,this._z=t.y,this._w=n)):(this._x=t.y*e.z-t.z*e.y,this._y=t.z*e.x-t.x*e.z,this._z=t.x*e.y-t.y*e.x,this._w=n),this.normalize()}angleTo(t){return 2*Math.acos(Math.abs(ht(this.dot(t),-1,1)))}rotateTowards(t,e){const n=this.angleTo(t);if(0===n)return this;const i=Math.min(1,e/n);return this.slerp(t,i),this}identity(){return this.set(0,0,0,1)}invert(){return this.conjugate()}conjugate(){return this._x*=-1,this._y*=-1,this._z*=-1,this._onChangeCallback(),this}dot(t){return this._x*t._x+this._y*t._y+this._z*t._z+this._w*t._w}lengthSq(){return this._x*this._x+this._y*this._y+this._z*this._z+this._w*this._w}length(){return Math.sqrt(this._x*this._x+this._y*this._y+this._z*this._z+this._w*this._w)}normalize(){let t=this.length();return 0===t?(this._x=0,this._y=0,this._z=0,this._w=1):(t=1/t,this._x=this._x*t,this._y=this._y*t,this._z=this._z*t,this._w=this._w*t),this._onChangeCallback(),this}multiply(t,e){return void 0!==e?(console.warn("THREE.Quaternion: .multiply() now only accepts one argument. Use .multiplyQuaternions( a, b ) instead."),this.multiplyQuaternions(t,e)):this.multiplyQuaternions(this,t)}premultiply(t){return this.multiplyQuaternions(t,this)}multiplyQuaternions(t,e){const n=t._x,i=t._y,r=t._z,s=t._w,a=e._x,o=e._y,l=e._z,c=e._w;return this._x=n*c+s*a+i*l-r*o,this._y=i*c+s*o+r*a-n*l,this._z=r*c+s*l+n*o-i*a,this._w=s*c-n*a-i*o-r*l,this._onChangeCallback(),this}slerp(t,e){if(0===e)return this;if(1===e)return this.copy(t);const n=this._x,i=this._y,r=this._z,s=this._w;let a=s*t._w+n*t._x+i*t._y+r*t._z;if(a<0?(this._w=-t._w,this._x=-t._x,this._y=-t._y,this._z=-t._z,a=-a):this.copy(t),a>=1)return this._w=s,this._x=n,this._y=i,this._z=r,this;const o=1-a*a;if(o<=Number.EPSILON){const t=1-e;return this._w=t*s+e*this._w,this._x=t*n+e*this._x,this._y=t*i+e*this._y,this._z=t*r+e*this._z,this.normalize(),this._onChangeCallback(),this}const l=Math.sqrt(o),c=Math.atan2(l,a),h=Math.sin((1-e)*c)/l,u=Math.sin(e*c)/l;return this._w=s*h+this._w*u,this._x=n*h+this._x*u,this._y=i*h+this._y*u,this._z=r*h+this._z*u,this._onChangeCallback(),this}slerpQuaternions(t,e,n){this.copy(t).slerp(e,n)}equals(t){return t._x===this._x&&t._y===this._y&&t._z===this._z&&t._w===this._w}fromArray(t,e=0){return this._x=t[e],this._y=t[e+1],this._z=t[e+2],this._w=t[e+3],this._onChangeCallback(),this}toArray(t=[],e=0){return t[e]=this._x,t[e+1]=this._y,t[e+2]=this._z,t[e+3]=this._w,t}fromBufferAttribute(t,e){return this._x=t.getX(e),this._y=t.getY(e),this._z=t.getZ(e),this._w=t.getW(e),this}_onChange(t){return this._onChangeCallback=t,this}_onChangeCallback(){}}At.prototype.isQuaternion=!0;class Lt{constructor(t=0,e=0,n=0){this.x=t,this.y=e,this.z=n}set(t,e,n){return void 0===n&&(n=this.z),this.x=t,this.y=e,this.z=n,this}setScalar(t){return this.x=t,this.y=t,this.z=t,this}setX(t){return this.x=t,this}setY(t){return this.y=t,this}setZ(t){return this.z=t,this}setComponent(t,e){switch(t){case 0:this.x=e;break;case 1:this.y=e;break;case 2:this.z=e;break;default:throw new Error("index is out of range: "+t)}return this}getComponent(t){switch(t){case 0:return this.x;case 1:return this.y;case 2:return this.z;default:throw new Error("index is out of range: "+t)}}clone(){return new this.constructor(this.x,this.y,this.z)}copy(t){return this.x=t.x,this.y=t.y,this.z=t.z,this}add(t,e){return void 0!==e?(console.warn("THREE.Vector3: .add() now only accepts one argument. Use .addVectors( a, b ) instead."),this.addVectors(t,e)):(this.x+=t.x,this.y+=t.y,this.z+=t.z,this)}addScalar(t){return this.x+=t,this.y+=t,this.z+=t,this}addVectors(t,e){return this.x=t.x+e.x,this.y=t.y+e.y,this.z=t.z+e.z,this}addScaledVector(t,e){return this.x+=t.x*e,this.y+=t.y*e,this.z+=t.z*e,this}sub(t,e){return void 0!==e?(console.warn("THREE.Vector3: .sub() now only accepts one argument. Use .subVectors( a, b ) instead."),this.subVectors(t,e)):(this.x-=t.x,this.y-=t.y,this.z-=t.z,this)}subScalar(t){return this.x-=t,this.y-=t,this.z-=t,this}subVectors(t,e){return this.x=t.x-e.x,this.y=t.y-e.y,this.z=t.z-e.z,this}multiply(t,e){return void 0!==e?(console.warn("THREE.Vector3: .multiply() now only accepts one argument. Use .multiplyVectors( a, b ) instead."),this.multiplyVectors(t,e)):(this.x*=t.x,this.y*=t.y,this.z*=t.z,this)}multiplyScalar(t){return this.x*=t,this.y*=t,this.z*=t,this}multiplyVectors(t,e){return this.x=t.x*e.x,this.y=t.y*e.y,this.z=t.z*e.z,this}applyEuler(t){return t&&t.isEuler||console.error("THREE.Vector3: .applyEuler() now expects an Euler rotation rather than a Vector3 and order."),this.applyQuaternion(Ct.setFromEuler(t))}applyAxisAngle(t,e){return this.applyQuaternion(Ct.setFromAxisAngle(t,e))}applyMatrix3(t){const e=this.x,n=this.y,i=this.z,r=t.elements;return this.x=r[0]*e+r[3]*n+r[6]*i,this.y=r[1]*e+r[4]*n+r[7]*i,this.z=r[2]*e+r[5]*n+r[8]*i,this}applyNormalMatrix(t){return this.applyMatrix3(t).normalize()}applyMatrix4(t){const e=this.x,n=this.y,i=this.z,r=t.elements,s=1/(r[3]*e+r[7]*n+r[11]*i+r[15]);return this.x=(r[0]*e+r[4]*n+r[8]*i+r[12])*s,this.y=(r[1]*e+r[5]*n+r[9]*i+r[13])*s,this.z=(r[2]*e+r[6]*n+r[10]*i+r[14])*s,this}applyQuaternion(t){const e=this.x,n=this.y,i=this.z,r=t.x,s=t.y,a=t.z,o=t.w,l=o*e+s*i-a*n,c=o*n+a*e-r*i,h=o*i+r*n-s*e,u=-r*e-s*n-a*i;return this.x=l*o+u*-r+c*-a-h*-s,this.y=c*o+u*-s+h*-r-l*-a,this.z=h*o+u*-a+l*-s-c*-r,this}project(t){return this.applyMatrix4(t.matrixWorldInverse).applyMatrix4(t.projectionMatrix)}unproject(t){return this.applyMatrix4(t.projectionMatrixInverse).applyMatrix4(t.matrixWorld)}transformDirection(t){const e=this.x,n=this.y,i=this.z,r=t.elements;return this.x=r[0]*e+r[4]*n+r[8]*i,this.y=r[1]*e+r[5]*n+r[9]*i,this.z=r[2]*e+r[6]*n+r[10]*i,this.normalize()}divide(t){return this.x/=t.x,this.y/=t.y,this.z/=t.z,this}divideScalar(t){return this.multiplyScalar(1/t)}min(t){return this.x=Math.min(this.x,t.x),this.y=Math.min(this.y,t.y),this.z=Math.min(this.z,t.z),this}max(t){return this.x=Math.max(this.x,t.x),this.y=Math.max(this.y,t.y),this.z=Math.max(this.z,t.z),this}clamp(t,e){return this.x=Math.max(t.x,Math.min(e.x,this.x)),this.y=Math.max(t.y,Math.min(e.y,this.y)),this.z=Math.max(t.z,Math.min(e.z,this.z)),this}clampScalar(t,e){return this.x=Math.max(t,Math.min(e,this.x)),this.y=Math.max(t,Math.min(e,this.y)),this.z=Math.max(t,Math.min(e,this.z)),this}clampLength(t,e){const n=this.length();return this.divideScalar(n||1).multiplyScalar(Math.max(t,Math.min(e,n)))}floor(){return this.x=Math.floor(this.x),this.y=Math.floor(this.y),this.z=Math.floor(this.z),this}ceil(){return this.x=Math.ceil(this.x),this.y=Math.ceil(this.y),this.z=Math.ceil(this.z),this}round(){return this.x=Math.round(this.x),this.y=Math.round(this.y),this.z=Math.round(this.z),this}roundToZero(){return this.x=this.x<0?Math.ceil(this.x):Math.floor(this.x),this.y=this.y<0?Math.ceil(this.y):Math.floor(this.y),this.z=this.z<0?Math.ceil(this.z):Math.floor(this.z),this}negate(){return this.x=-this.x,this.y=-this.y,this.z=-this.z,this}dot(t){return this.x*t.x+this.y*t.y+this.z*t.z}lengthSq(){return this.x*this.x+this.y*this.y+this.z*this.z}length(){return Math.sqrt(this.x*this.x+this.y*this.y+this.z*this.z)}manhattanLength(){return Math.abs(this.x)+Math.abs(this.y)+Math.abs(this.z)}normalize(){return this.divideScalar(this.length()||1)}setLength(t){return this.normalize().multiplyScalar(t)}lerp(t,e){return this.x+=(t.x-this.x)*e,this.y+=(t.y-this.y)*e,this.z+=(t.z-this.z)*e,this}lerpVectors(t,e,n){return this.x=t.x+(e.x-t.x)*n,this.y=t.y+(e.y-t.y)*n,this.z=t.z+(e.z-t.z)*n,this}cross(t,e){return void 0!==e?(console.warn("THREE.Vector3: .cross() now only accepts one argument. Use .crossVectors( a, b ) instead."),this.crossVectors(t,e)):this.crossVectors(this,t)}crossVectors(t,e){const n=t.x,i=t.y,r=t.z,s=e.x,a=e.y,o=e.z;return this.x=i*o-r*a,this.y=r*s-n*o,this.z=n*a-i*s,this}projectOnVector(t){const e=t.lengthSq();if(0===e)return this.set(0,0,0);const n=t.dot(this)/e;return this.copy(t).multiplyScalar(n)}projectOnPlane(t){return Rt.copy(this).projectOnVector(t),this.sub(Rt)}reflect(t){return this.sub(Rt.copy(t).multiplyScalar(2*this.dot(t)))}angleTo(t){const e=Math.sqrt(this.lengthSq()*t.lengthSq());if(0===e)return Math.PI/2;const n=this.dot(t)/e;return Math.acos(ht(n,-1,1))}distanceTo(t){return Math.sqrt(this.distanceToSquared(t))}distanceToSquared(t){const e=this.x-t.x,n=this.y-t.y,i=this.z-t.z;return e*e+n*n+i*i}manhattanDistanceTo(t){return Math.abs(this.x-t.x)+Math.abs(this.y-t.y)+Math.abs(this.z-t.z)}setFromSpherical(t){return this.setFromSphericalCoords(t.radius,t.phi,t.theta)}setFromSphericalCoords(t,e,n){const i=Math.sin(e)*t;return this.x=i*Math.sin(n),this.y=Math.cos(e)*t,this.z=i*Math.cos(n),this}setFromCylindrical(t){return this.setFromCylindricalCoords(t.radius,t.theta,t.y)}setFromCylindricalCoords(t,e,n){return this.x=t*Math.sin(e),this.y=n,this.z=t*Math.cos(e),this}setFromMatrixPosition(t){const e=t.elements;return this.x=e[12],this.y=e[13],this.z=e[14],this}setFromMatrixScale(t){const e=this.setFromMatrixColumn(t,0).length(),n=this.setFromMatrixColumn(t,1).length(),i=this.setFromMatrixColumn(t,2).length();return this.x=e,this.y=n,this.z=i,this}setFromMatrixColumn(t,e){return this.fromArray(t.elements,4*e)}setFromMatrix3Column(t,e){return this.fromArray(t.elements,3*e)}equals(t){return t.x===this.x&&t.y===this.y&&t.z===this.z}fromArray(t,e=0){return this.x=t[e],this.y=t[e+1],this.z=t[e+2],this}toArray(t=[],e=0){return t[e]=this.x,t[e+1]=this.y,t[e+2]=this.z,t}fromBufferAttribute(t,e,n){return void 0!==n&&console.warn("THREE.Vector3: offset has been removed from .fromBufferAttribute()."),this.x=t.getX(e),this.y=t.getY(e),this.z=t.getZ(e),this}random(){return this.x=Math.random(),this.y=Math.random(),this.z=Math.random(),this}}Lt.prototype.isVector3=!0;const Rt=new Lt,Ct=new At;class Pt{constructor(t=new Lt(1/0,1/0,1/0),e=new Lt(-1/0,-1/0,-1/0)){this.min=t,this.max=e}set(t,e){return this.min.copy(t),this.max.copy(e),this}setFromArray(t){let e=1/0,n=1/0,i=1/0,r=-1/0,s=-1/0,a=-1/0;for(let o=0,l=t.length;o<l;o+=3){const l=t[o],c=t[o+1],h=t[o+2];l<e&&(e=l),c<n&&(n=c),h<i&&(i=h),l>r&&(r=l),c>s&&(s=c),h>a&&(a=h)}return this.min.set(e,n,i),this.max.set(r,s,a),this}setFromBufferAttribute(t){let e=1/0,n=1/0,i=1/0,r=-1/0,s=-1/0,a=-1/0;for(let o=0,l=t.count;o<l;o++){const l=t.getX(o),c=t.getY(o),h=t.getZ(o);l<e&&(e=l),c<n&&(n=c),h<i&&(i=h),l>r&&(r=l),c>s&&(s=c),h>a&&(a=h)}return this.min.set(e,n,i),this.max.set(r,s,a),this}setFromPoints(t){this.makeEmpty();for(let e=0,n=t.length;e<n;e++)this.expandByPoint(t[e]);return this}setFromCenterAndSize(t,e){const n=It.copy(e).multiplyScalar(.5);return this.min.copy(t).sub(n),this.max.copy(t).add(n),this}setFromObject(t){return this.makeEmpty(),this.expandByObject(t)}clone(){return(new this.constructor).copy(this)}copy(t){return this.min.copy(t.min),this.max.copy(t.max),this}makeEmpty(){return this.min.x=this.min.y=this.min.z=1/0,this.max.x=this.max.y=this.max.z=-1/0,this}isEmpty(){return this.max.x<this.min.x||this.max.y<this.min.y||this.max.z<this.min.z}getCenter(t){return void 0===t&&(console.warn("THREE.Box3: .getCenter() target is now required"),t=new Lt),this.isEmpty()?t.set(0,0,0):t.addVectors(this.min,this.max).multiplyScalar(.5)}getSize(t){return void 0===t&&(console.warn("THREE.Box3: .getSize() target is now required"),t=new Lt),this.isEmpty()?t.set(0,0,0):t.subVectors(this.max,this.min)}expandByPoint(t){return this.min.min(t),this.max.max(t),this}expandByVector(t){return this.min.sub(t),this.max.add(t),this}expandByScalar(t){return this.min.addScalar(-t),this.max.addScalar(t),this}expandByObject(t){t.updateWorldMatrix(!1,!1);const e=t.geometry;void 0!==e&&(null===e.boundingBox&&e.computeBoundingBox(),Nt.copy(e.boundingBox),Nt.applyMatrix4(t.matrixWorld),this.union(Nt));const n=t.children;for(let t=0,e=n.length;t<e;t++)this.expandByObject(n[t]);return this}containsPoint(t){return!(t.x<this.min.x||t.x>this.max.x||t.y<this.min.y||t.y>this.max.y||t.z<this.min.z||t.z>this.max.z)}containsBox(t){return this.min.x<=t.min.x&&t.max.x<=this.max.x&&this.min.y<=t.min.y&&t.max.y<=this.max.y&&this.min.z<=t.min.z&&t.max.z<=this.max.z}getParameter(t,e){return void 0===e&&(console.warn("THREE.Box3: .getParameter() target is now required"),e=new Lt),e.set((t.x-this.min.x)/(this.max.x-this.min.x),(t.y-this.min.y)/(this.max.y-this.min.y),(t.z-this.min.z)/(this.max.z-this.min.z))}intersectsBox(t){return!(t.max.x<this.min.x||t.min.x>this.max.x||t.max.y<this.min.y||t.min.y>this.max.y||t.max.z<this.min.z||t.min.z>this.max.z)}intersectsSphere(t){return this.clampPoint(t.center,It),It.distanceToSquared(t.center)<=t.radius*t.radius}intersectsPlane(t){let e,n;return t.normal.x>0?(e=t.normal.x*this.min.x,n=t.normal.x*this.max.x):(e=t.normal.x*this.max.x,n=t.normal.x*this.min.x),t.normal.y>0?(e+=t.normal.y*this.min.y,n+=t.normal.y*this.max.y):(e+=t.normal.y*this.max.y,n+=t.normal.y*this.min.y),t.normal.z>0?(e+=t.normal.z*this.min.z,n+=t.normal.z*this.max.z):(e+=t.normal.z*this.max.z,n+=t.normal.z*this.min.z),e<=-t.constant&&n>=-t.constant}intersectsTriangle(t){if(this.isEmpty())return!1;this.getCenter(Ut),kt.subVectors(this.max,Ut),Bt.subVectors(t.a,Ut),zt.subVectors(t.b,Ut),Ft.subVectors(t.c,Ut),Ot.subVectors(zt,Bt),Ht.subVectors(Ft,zt),Gt.subVectors(Bt,Ft);let e=[0,-Ot.z,Ot.y,0,-Ht.z,Ht.y,0,-Gt.z,Gt.y,Ot.z,0,-Ot.x,Ht.z,0,-Ht.x,Gt.z,0,-Gt.x,-Ot.y,Ot.x,0,-Ht.y,Ht.x,0,-Gt.y,Gt.x,0];return!!jt(e,Bt,zt,Ft,kt)&&(e=[1,0,0,0,1,0,0,0,1],!!jt(e,Bt,zt,Ft,kt)&&(Vt.crossVectors(Ot,Ht),e=[Vt.x,Vt.y,Vt.z],jt(e,Bt,zt,Ft,kt)))}clampPoint(t,e){return void 0===e&&(console.warn("THREE.Box3: .clampPoint() target is now required"),e=new Lt),e.copy(t).clamp(this.min,this.max)}distanceToPoint(t){return It.copy(t).clamp(this.min,this.max).sub(t).length()}getBoundingSphere(t){return void 0===t&&console.error("THREE.Box3: .getBoundingSphere() target is now required"),this.getCenter(t.center),t.radius=.5*this.getSize(It).length(),t}intersect(t){return this.min.max(t.min),this.max.min(t.max),this.isEmpty()&&this.makeEmpty(),this}union(t){return this.min.min(t.min),this.max.max(t.max),this}applyMatrix4(t){return this.isEmpty()||(Dt[0].set(this.min.x,this.min.y,this.min.z).applyMatrix4(t),Dt[1].set(this.min.x,this.min.y,this.max.z).applyMatrix4(t),Dt[2].set(this.min.x,this.max.y,this.min.z).applyMatrix4(t),Dt[3].set(this.min.x,this.max.y,this.max.z).applyMatrix4(t),Dt[4].set(this.max.x,this.min.y,this.min.z).applyMatrix4(t),Dt[5].set(this.max.x,this.min.y,this.max.z).applyMatrix4(t),Dt[6].set(this.max.x,this.max.y,this.min.z).applyMatrix4(t),Dt[7].set(this.max.x,this.max.y,this.max.z).applyMatrix4(t),this.setFromPoints(Dt)),this}translate(t){return this.min.add(t),this.max.add(t),this}equals(t){return t.min.equals(this.min)&&t.max.equals(this.max)}}Pt.prototype.isBox3=!0;const Dt=[new Lt,new Lt,new Lt,new Lt,new Lt,new Lt,new Lt,new Lt],It=new Lt,Nt=new Pt,Bt=new Lt,zt=new Lt,Ft=new Lt,Ot=new Lt,Ht=new Lt,Gt=new Lt,Ut=new Lt,kt=new Lt,Vt=new Lt,Wt=new Lt;function jt(t,e,n,i,r){for(let s=0,a=t.length-3;s<=a;s+=3){Wt.fromArray(t,s);const a=r.x*Math.abs(Wt.x)+r.y*Math.abs(Wt.y)+r.z*Math.abs(Wt.z),o=e.dot(Wt),l=n.dot(Wt),c=i.dot(Wt);if(Math.max(-Math.max(o,l,c),Math.min(o,l,c))>a)return!1}return!0}const qt=new Pt,Xt=new Lt,Yt=new Lt,Zt=new Lt;class Jt{constructor(t=new Lt,e=-1){this.center=t,this.radius=e}set(t,e){return this.center.copy(t),this.radius=e,this}setFromPoints(t,e){const n=this.center;void 0!==e?n.copy(e):qt.setFromPoints(t).getCenter(n);let i=0;for(let e=0,r=t.length;e<r;e++)i=Math.max(i,n.distanceToSquared(t[e]));return this.radius=Math.sqrt(i),this}copy(t){return this.center.copy(t.center),this.radius=t.radius,this}isEmpty(){return this.radius<0}makeEmpty(){return this.center.set(0,0,0),this.radius=-1,this}containsPoint(t){return t.distanceToSquared(this.center)<=this.radius*this.radius}distanceToPoint(t){return t.distanceTo(this.center)-this.radius}intersectsSphere(t){const e=this.radius+t.radius;return t.center.distanceToSquared(this.center)<=e*e}intersectsBox(t){return t.intersectsSphere(this)}intersectsPlane(t){return Math.abs(t.distanceToPoint(this.center))<=this.radius}clampPoint(t,e){const n=this.center.distanceToSquared(t);return void 0===e&&(console.warn("THREE.Sphere: .clampPoint() target is now required"),e=new Lt),e.copy(t),n>this.radius*this.radius&&(e.sub(this.center).normalize(),e.multiplyScalar(this.radius).add(this.center)),e}getBoundingBox(t){return void 0===t&&(console.warn("THREE.Sphere: .getBoundingBox() target is now required"),t=new Pt),this.isEmpty()?(t.makeEmpty(),t):(t.set(this.center,this.center),t.expandByScalar(this.radius),t)}applyMatrix4(t){return this.center.applyMatrix4(t),this.radius=this.radius*t.getMaxScaleOnAxis(),this}translate(t){return this.center.add(t),this}expandByPoint(t){Zt.subVectors(t,this.center);const e=Zt.lengthSq();if(e>this.radius*this.radius){const t=Math.sqrt(e),n=.5*(t-this.radius);this.center.add(Zt.multiplyScalar(n/t)),this.radius+=n}return this}union(t){return Yt.subVectors(t.center,this.center).normalize().multiplyScalar(t.radius),this.expandByPoint(Xt.copy(t.center).add(Yt)),this.expandByPoint(Xt.copy(t.center).sub(Yt)),this}equals(t){return t.center.equals(this.center)&&t.radius===this.radius}clone(){return(new this.constructor).copy(this)}}const Qt=new Lt,Kt=new Lt,$t=new Lt,te=new Lt,ee=new Lt,ne=new Lt,ie=new Lt;class re{constructor(t=new Lt,e=new Lt(0,0,-1)){this.origin=t,this.direction=e}set(t,e){return this.origin.copy(t),this.direction.copy(e),this}copy(t){return this.origin.copy(t.origin),this.direction.copy(t.direction),this}at(t,e){return void 0===e&&(console.warn("THREE.Ray: .at() target is now required"),e=new Lt),e.copy(this.direction).multiplyScalar(t).add(this.origin)}lookAt(t){return this.direction.copy(t).sub(this.origin).normalize(),this}recast(t){return this.origin.copy(this.at(t,Qt)),this}closestPointToPoint(t,e){void 0===e&&(console.warn("THREE.Ray: .closestPointToPoint() target is now required"),e=new Lt),e.subVectors(t,this.origin);const n=e.dot(this.direction);return n<0?e.copy(this.origin):e.copy(this.direction).multiplyScalar(n).add(this.origin)}distanceToPoint(t){return Math.sqrt(this.distanceSqToPoint(t))}distanceSqToPoint(t){const e=Qt.subVectors(t,this.origin).dot(this.direction);return e<0?this.origin.distanceToSquared(t):(Qt.copy(this.direction).multiplyScalar(e).add(this.origin),Qt.distanceToSquared(t))}distanceSqToSegment(t,e,n,i){Kt.copy(t).add(e).multiplyScalar(.5),$t.copy(e).sub(t).normalize(),te.copy(this.origin).sub(Kt);const r=.5*t.distanceTo(e),s=-this.direction.dot($t),a=te.dot(this.direction),o=-te.dot($t),l=te.lengthSq(),c=Math.abs(1-s*s);let h,u,d,p;if(c>0)if(h=s*o-a,u=s*a-o,p=r*c,h>=0)if(u>=-p)if(u<=p){const t=1/c;h*=t,u*=t,d=h*(h+s*u+2*a)+u*(s*h+u+2*o)+l}else u=r,h=Math.max(0,-(s*u+a)),d=-h*h+u*(u+2*o)+l;else u=-r,h=Math.max(0,-(s*u+a)),d=-h*h+u*(u+2*o)+l;else u<=-p?(h=Math.max(0,-(-s*r+a)),u=h>0?-r:Math.min(Math.max(-r,-o),r),d=-h*h+u*(u+2*o)+l):u<=p?(h=0,u=Math.min(Math.max(-r,-o),r),d=u*(u+2*o)+l):(h=Math.max(0,-(s*r+a)),u=h>0?r:Math.min(Math.max(-r,-o),r),d=-h*h+u*(u+2*o)+l);else u=s>0?-r:r,h=Math.max(0,-(s*u+a)),d=-h*h+u*(u+2*o)+l;return n&&n.copy(this.direction).multiplyScalar(h).add(this.origin),i&&i.copy($t).multiplyScalar(u).add(Kt),d}intersectSphere(t,e){Qt.subVectors(t.center,this.origin);const n=Qt.dot(this.direction),i=Qt.dot(Qt)-n*n,r=t.radius*t.radius;if(i>r)return null;const s=Math.sqrt(r-i),a=n-s,o=n+s;return a<0&&o<0?null:a<0?this.at(o,e):this.at(a,e)}intersectsSphere(t){return this.distanceSqToPoint(t.center)<=t.radius*t.radius}distanceToPlane(t){const e=t.normal.dot(this.direction);if(0===e)return 0===t.distanceToPoint(this.origin)?0:null;const n=-(this.origin.dot(t.normal)+t.constant)/e;return n>=0?n:null}intersectPlane(t,e){const n=this.distanceToPlane(t);return null===n?null:this.at(n,e)}intersectsPlane(t){const e=t.distanceToPoint(this.origin);if(0===e)return!0;return t.normal.dot(this.direction)*e<0}intersectBox(t,e){let n,i,r,s,a,o;const l=1/this.direction.x,c=1/this.direction.y,h=1/this.direction.z,u=this.origin;return l>=0?(n=(t.min.x-u.x)*l,i=(t.max.x-u.x)*l):(n=(t.max.x-u.x)*l,i=(t.min.x-u.x)*l),c>=0?(r=(t.min.y-u.y)*c,s=(t.max.y-u.y)*c):(r=(t.max.y-u.y)*c,s=(t.min.y-u.y)*c),n>s||r>i?null:((r>n||n!=n)&&(n=r),(s<i||i!=i)&&(i=s),h>=0?(a=(t.min.z-u.z)*h,o=(t.max.z-u.z)*h):(a=(t.max.z-u.z)*h,o=(t.min.z-u.z)*h),n>o||a>i?null:((a>n||n!=n)&&(n=a),(o<i||i!=i)&&(i=o),i<0?null:this.at(n>=0?n:i,e)))}intersectsBox(t){return null!==this.intersectBox(t,Qt)}intersectTriangle(t,e,n,i,r){ee.subVectors(e,t),ne.subVectors(n,t),ie.crossVectors(ee,ne);let s,a=this.direction.dot(ie);if(a>0){if(i)return null;s=1}else{if(!(a<0))return null;s=-1,a=-a}te.subVectors(this.origin,t);const o=s*this.direction.dot(ne.crossVectors(te,ne));if(o<0)return null;const l=s*this.direction.dot(ee.cross(te));if(l<0)return null;if(o+l>a)return null;const c=-s*te.dot(ie);return c<0?null:this.at(c/a,r)}applyMatrix4(t){return this.origin.applyMatrix4(t),this.direction.transformDirection(t),this}equals(t){return t.origin.equals(this.origin)&&t.direction.equals(this.direction)}clone(){return(new this.constructor).copy(this)}}class se{constructor(){this.elements=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],arguments.length>0&&console.error("THREE.Matrix4: the constructor no longer reads arguments. use .set() instead.")}set(t,e,n,i,r,s,a,o,l,c,h,u,d,p,m,f){const g=this.elements;return g[0]=t,g[4]=e,g[8]=n,g[12]=i,g[1]=r,g[5]=s,g[9]=a,g[13]=o,g[2]=l,g[6]=c,g[10]=h,g[14]=u,g[3]=d,g[7]=p,g[11]=m,g[15]=f,this}identity(){return this.set(1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1),this}clone(){return(new se).fromArray(this.elements)}copy(t){const e=this.elements,n=t.elements;return e[0]=n[0],e[1]=n[1],e[2]=n[2],e[3]=n[3],e[4]=n[4],e[5]=n[5],e[6]=n[6],e[7]=n[7],e[8]=n[8],e[9]=n[9],e[10]=n[10],e[11]=n[11],e[12]=n[12],e[13]=n[13],e[14]=n[14],e[15]=n[15],this}copyPosition(t){const e=this.elements,n=t.elements;return e[12]=n[12],e[13]=n[13],e[14]=n[14],this}setFromMatrix3(t){const e=t.elements;return this.set(e[0],e[3],e[6],0,e[1],e[4],e[7],0,e[2],e[5],e[8],0,0,0,0,1),this}extractBasis(t,e,n){return t.setFromMatrixColumn(this,0),e.setFromMatrixColumn(this,1),n.setFromMatrixColumn(this,2),this}makeBasis(t,e,n){return this.set(t.x,e.x,n.x,0,t.y,e.y,n.y,0,t.z,e.z,n.z,0,0,0,0,1),this}extractRotation(t){const e=this.elements,n=t.elements,i=1/ae.setFromMatrixColumn(t,0).length(),r=1/ae.setFromMatrixColumn(t,1).length(),s=1/ae.setFromMatrixColumn(t,2).length();return e[0]=n[0]*i,e[1]=n[1]*i,e[2]=n[2]*i,e[3]=0,e[4]=n[4]*r,e[5]=n[5]*r,e[6]=n[6]*r,e[7]=0,e[8]=n[8]*s,e[9]=n[9]*s,e[10]=n[10]*s,e[11]=0,e[12]=0,e[13]=0,e[14]=0,e[15]=1,this}makeRotationFromEuler(t){t&&t.isEuler||console.error("THREE.Matrix4: .makeRotationFromEuler() now expects a Euler rotation rather than a Vector3 and order.");const e=this.elements,n=t.x,i=t.y,r=t.z,s=Math.cos(n),a=Math.sin(n),o=Math.cos(i),l=Math.sin(i),c=Math.cos(r),h=Math.sin(r);if("XYZ"===t.order){const t=s*c,n=s*h,i=a*c,r=a*h;e[0]=o*c,e[4]=-o*h,e[8]=l,e[1]=n+i*l,e[5]=t-r*l,e[9]=-a*o,e[2]=r-t*l,e[6]=i+n*l,e[10]=s*o}else if("YXZ"===t.order){const t=o*c,n=o*h,i=l*c,r=l*h;e[0]=t+r*a,e[4]=i*a-n,e[8]=s*l,e[1]=s*h,e[5]=s*c,e[9]=-a,e[2]=n*a-i,e[6]=r+t*a,e[10]=s*o}else if("ZXY"===t.order){const t=o*c,n=o*h,i=l*c,r=l*h;e[0]=t-r*a,e[4]=-s*h,e[8]=i+n*a,e[1]=n+i*a,e[5]=s*c,e[9]=r-t*a,e[2]=-s*l,e[6]=a,e[10]=s*o}else if("ZYX"===t.order){const t=s*c,n=s*h,i=a*c,r=a*h;e[0]=o*c,e[4]=i*l-n,e[8]=t*l+r,e[1]=o*h,e[5]=r*l+t,e[9]=n*l-i,e[2]=-l,e[6]=a*o,e[10]=s*o}else if("YZX"===t.order){const t=s*o,n=s*l,i=a*o,r=a*l;e[0]=o*c,e[4]=r-t*h,e[8]=i*h+n,e[1]=h,e[5]=s*c,e[9]=-a*c,e[2]=-l*c,e[6]=n*h+i,e[10]=t-r*h}else if("XZY"===t.order){const t=s*o,n=s*l,i=a*o,r=a*l;e[0]=o*c,e[4]=-h,e[8]=l*c,e[1]=t*h+r,e[5]=s*c,e[9]=n*h-i,e[2]=i*h-n,e[6]=a*c,e[10]=r*h+t}return e[3]=0,e[7]=0,e[11]=0,e[12]=0,e[13]=0,e[14]=0,e[15]=1,this}makeRotationFromQuaternion(t){return this.compose(le,t,ce)}lookAt(t,e,n){const i=this.elements;return de.subVectors(t,e),0===de.lengthSq()&&(de.z=1),de.normalize(),he.crossVectors(n,de),0===he.lengthSq()&&(1===Math.abs(n.z)?de.x+=1e-4:de.z+=1e-4,de.normalize(),he.crossVectors(n,de)),he.normalize(),ue.crossVectors(de,he),i[0]=he.x,i[4]=ue.x,i[8]=de.x,i[1]=he.y,i[5]=ue.y,i[9]=de.y,i[2]=he.z,i[6]=ue.z,i[10]=de.z,this}multiply(t,e){return void 0!==e?(console.warn("THREE.Matrix4: .multiply() now only accepts one argument. Use .multiplyMatrices( a, b ) instead."),this.multiplyMatrices(t,e)):this.multiplyMatrices(this,t)}premultiply(t){return this.multiplyMatrices(t,this)}multiplyMatrices(t,e){const n=t.elements,i=e.elements,r=this.elements,s=n[0],a=n[4],o=n[8],l=n[12],c=n[1],h=n[5],u=n[9],d=n[13],p=n[2],m=n[6],f=n[10],g=n[14],v=n[3],y=n[7],x=n[11],_=n[15],w=i[0],b=i[4],M=i[8],S=i[12],T=i[1],E=i[5],A=i[9],L=i[13],R=i[2],C=i[6],P=i[10],D=i[14],I=i[3],N=i[7],B=i[11],z=i[15];return r[0]=s*w+a*T+o*R+l*I,r[4]=s*b+a*E+o*C+l*N,r[8]=s*M+a*A+o*P+l*B,r[12]=s*S+a*L+o*D+l*z,r[1]=c*w+h*T+u*R+d*I,r[5]=c*b+h*E+u*C+d*N,r[9]=c*M+h*A+u*P+d*B,r[13]=c*S+h*L+u*D+d*z,r[2]=p*w+m*T+f*R+g*I,r[6]=p*b+m*E+f*C+g*N,r[10]=p*M+m*A+f*P+g*B,r[14]=p*S+m*L+f*D+g*z,r[3]=v*w+y*T+x*R+_*I,r[7]=v*b+y*E+x*C+_*N,r[11]=v*M+y*A+x*P+_*B,r[15]=v*S+y*L+x*D+_*z,this}multiplyScalar(t){const e=this.elements;return e[0]*=t,e[4]*=t,e[8]*=t,e[12]*=t,e[1]*=t,e[5]*=t,e[9]*=t,e[13]*=t,e[2]*=t,e[6]*=t,e[10]*=t,e[14]*=t,e[3]*=t,e[7]*=t,e[11]*=t,e[15]*=t,this}determinant(){const t=this.elements,e=t[0],n=t[4],i=t[8],r=t[12],s=t[1],a=t[5],o=t[9],l=t[13],c=t[2],h=t[6],u=t[10],d=t[14];return t[3]*(+r*o*h-i*l*h-r*a*u+n*l*u+i*a*d-n*o*d)+t[7]*(+e*o*d-e*l*u+r*s*u-i*s*d+i*l*c-r*o*c)+t[11]*(+e*l*h-e*a*d-r*s*h+n*s*d+r*a*c-n*l*c)+t[15]*(-i*a*c-e*o*h+e*a*u+i*s*h-n*s*u+n*o*c)}transpose(){const t=this.elements;let e;return e=t[1],t[1]=t[4],t[4]=e,e=t[2],t[2]=t[8],t[8]=e,e=t[6],t[6]=t[9],t[9]=e,e=t[3],t[3]=t[12],t[12]=e,e=t[7],t[7]=t[13],t[13]=e,e=t[11],t[11]=t[14],t[14]=e,this}setPosition(t,e,n){const i=this.elements;return t.isVector3?(i[12]=t.x,i[13]=t.y,i[14]=t.z):(i[12]=t,i[13]=e,i[14]=n),this}invert(){const t=this.elements,e=t[0],n=t[1],i=t[2],r=t[3],s=t[4],a=t[5],o=t[6],l=t[7],c=t[8],h=t[9],u=t[10],d=t[11],p=t[12],m=t[13],f=t[14],g=t[15],v=h*f*l-m*u*l+m*o*d-a*f*d-h*o*g+a*u*g,y=p*u*l-c*f*l-p*o*d+s*f*d+c*o*g-s*u*g,x=c*m*l-p*h*l+p*a*d-s*m*d-c*a*g+s*h*g,_=p*h*o-c*m*o-p*a*u+s*m*u+c*a*f-s*h*f,w=e*v+n*y+i*x+r*_;if(0===w)return this.set(0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0);const b=1/w;return t[0]=v*b,t[1]=(m*u*r-h*f*r-m*i*d+n*f*d+h*i*g-n*u*g)*b,t[2]=(a*f*r-m*o*r+m*i*l-n*f*l-a*i*g+n*o*g)*b,t[3]=(h*o*r-a*u*r-h*i*l+n*u*l+a*i*d-n*o*d)*b,t[4]=y*b,t[5]=(c*f*r-p*u*r+p*i*d-e*f*d-c*i*g+e*u*g)*b,t[6]=(p*o*r-s*f*r-p*i*l+e*f*l+s*i*g-e*o*g)*b,t[7]=(s*u*r-c*o*r+c*i*l-e*u*l-s*i*d+e*o*d)*b,t[8]=x*b,t[9]=(p*h*r-c*m*r-p*n*d+e*m*d+c*n*g-e*h*g)*b,t[10]=(s*m*r-p*a*r+p*n*l-e*m*l-s*n*g+e*a*g)*b,t[11]=(c*a*r-s*h*r-c*n*l+e*h*l+s*n*d-e*a*d)*b,t[12]=_*b,t[13]=(c*m*i-p*h*i+p*n*u-e*m*u-c*n*f+e*h*f)*b,t[14]=(p*a*i-s*m*i-p*n*o+e*m*o+s*n*f-e*a*f)*b,t[15]=(s*h*i-c*a*i+c*n*o-e*h*o-s*n*u+e*a*u)*b,this}scale(t){const e=this.elements,n=t.x,i=t.y,r=t.z;return e[0]*=n,e[4]*=i,e[8]*=r,e[1]*=n,e[5]*=i,e[9]*=r,e[2]*=n,e[6]*=i,e[10]*=r,e[3]*=n,e[7]*=i,e[11]*=r,this}getMaxScaleOnAxis(){const t=this.elements,e=t[0]*t[0]+t[1]*t[1]+t[2]*t[2],n=t[4]*t[4]+t[5]*t[5]+t[6]*t[6],i=t[8]*t[8]+t[9]*t[9]+t[10]*t[10];return Math.sqrt(Math.max(e,n,i))}makeTranslation(t,e,n){return this.set(1,0,0,t,0,1,0,e,0,0,1,n,0,0,0,1),this}makeRotationX(t){const e=Math.cos(t),n=Math.sin(t);return this.set(1,0,0,0,0,e,-n,0,0,n,e,0,0,0,0,1),this}makeRotationY(t){const e=Math.cos(t),n=Math.sin(t);return this.set(e,0,n,0,0,1,0,0,-n,0,e,0,0,0,0,1),this}makeRotationZ(t){const e=Math.cos(t),n=Math.sin(t);return this.set(e,-n,0,0,n,e,0,0,0,0,1,0,0,0,0,1),this}makeRotationAxis(t,e){const n=Math.cos(e),i=Math.sin(e),r=1-n,s=t.x,a=t.y,o=t.z,l=r*s,c=r*a;return this.set(l*s+n,l*a-i*o,l*o+i*a,0,l*a+i*o,c*a+n,c*o-i*s,0,l*o-i*a,c*o+i*s,r*o*o+n,0,0,0,0,1),this}makeScale(t,e,n){return this.set(t,0,0,0,0,e,0,0,0,0,n,0,0,0,0,1),this}makeShear(t,e,n){return this.set(1,e,n,0,t,1,n,0,t,e,1,0,0,0,0,1),this}compose(t,e,n){const i=this.elements,r=e._x,s=e._y,a=e._z,o=e._w,l=r+r,c=s+s,h=a+a,u=r*l,d=r*c,p=r*h,m=s*c,f=s*h,g=a*h,v=o*l,y=o*c,x=o*h,_=n.x,w=n.y,b=n.z;return i[0]=(1-(m+g))*_,i[1]=(d+x)*_,i[2]=(p-y)*_,i[3]=0,i[4]=(d-x)*w,i[5]=(1-(u+g))*w,i[6]=(f+v)*w,i[7]=0,i[8]=(p+y)*b,i[9]=(f-v)*b,i[10]=(1-(u+m))*b,i[11]=0,i[12]=t.x,i[13]=t.y,i[14]=t.z,i[15]=1,this}decompose(t,e,n){const i=this.elements;let r=ae.set(i[0],i[1],i[2]).length();const s=ae.set(i[4],i[5],i[6]).length(),a=ae.set(i[8],i[9],i[10]).length();this.determinant()<0&&(r=-r),t.x=i[12],t.y=i[13],t.z=i[14],oe.copy(this);const o=1/r,l=1/s,c=1/a;return oe.elements[0]*=o,oe.elements[1]*=o,oe.elements[2]*=o,oe.elements[4]*=l,oe.elements[5]*=l,oe.elements[6]*=l,oe.elements[8]*=c,oe.elements[9]*=c,oe.elements[10]*=c,e.setFromRotationMatrix(oe),n.x=r,n.y=s,n.z=a,this}makePerspective(t,e,n,i,r,s){void 0===s&&console.warn("THREE.Matrix4: .makePerspective() has been redefined and has a new signature. Please check the docs.");const a=this.elements,o=2*r/(e-t),l=2*r/(n-i),c=(e+t)/(e-t),h=(n+i)/(n-i),u=-(s+r)/(s-r),d=-2*s*r/(s-r);return a[0]=o,a[4]=0,a[8]=c,a[12]=0,a[1]=0,a[5]=l,a[9]=h,a[13]=0,a[2]=0,a[6]=0,a[10]=u,a[14]=d,a[3]=0,a[7]=0,a[11]=-1,a[15]=0,this}makeOrthographic(t,e,n,i,r,s){const a=this.elements,o=1/(e-t),l=1/(n-i),c=1/(s-r),h=(e+t)*o,u=(n+i)*l,d=(s+r)*c;return a[0]=2*o,a[4]=0,a[8]=0,a[12]=-h,a[1]=0,a[5]=2*l,a[9]=0,a[13]=-u,a[2]=0,a[6]=0,a[10]=-2*c,a[14]=-d,a[3]=0,a[7]=0,a[11]=0,a[15]=1,this}equals(t){const e=this.elements,n=t.elements;for(let t=0;t<16;t++)if(e[t]!==n[t])return!1;return!0}fromArray(t,e=0){for(let n=0;n<16;n++)this.elements[n]=t[n+e];return this}toArray(t=[],e=0){const n=this.elements;return t[e]=n[0],t[e+1]=n[1],t[e+2]=n[2],t[e+3]=n[3],t[e+4]=n[4],t[e+5]=n[5],t[e+6]=n[6],t[e+7]=n[7],t[e+8]=n[8],t[e+9]=n[9],t[e+10]=n[10],t[e+11]=n[11],t[e+12]=n[12],t[e+13]=n[13],t[e+14]=n[14],t[e+15]=n[15],t}}se.prototype.isMatrix4=!0;const ae=new Lt,oe=new se,le=new Lt(0,0,0),ce=new Lt(1,1,1),he=new Lt,ue=new Lt,de=new Lt,pe=new se,me=new At;class fe{constructor(t=0,e=0,n=0,i=fe.DefaultOrder){this._x=t,this._y=e,this._z=n,this._order=i}get x(){return this._x}set x(t){this._x=t,this._onChangeCallback()}get y(){return this._y}set y(t){this._y=t,this._onChangeCallback()}get z(){return this._z}set z(t){this._z=t,this._onChangeCallback()}get order(){return this._order}set order(t){this._order=t,this._onChangeCallback()}set(t,e,n,i){return this._x=t,this._y=e,this._z=n,this._order=i||this._order,this._onChangeCallback(),this}clone(){return new this.constructor(this._x,this._y,this._z,this._order)}copy(t){return this._x=t._x,this._y=t._y,this._z=t._z,this._order=t._order,this._onChangeCallback(),this}setFromRotationMatrix(t,e,n){const i=t.elements,r=i[0],s=i[4],a=i[8],o=i[1],l=i[5],c=i[9],h=i[2],u=i[6],d=i[10];switch(e=e||this._order){case"XYZ":this._y=Math.asin(ht(a,-1,1)),Math.abs(a)<.9999999?(this._x=Math.atan2(-c,d),this._z=Math.atan2(-s,r)):(this._x=Math.atan2(u,l),this._z=0);break;case"YXZ":this._x=Math.asin(-ht(c,-1,1)),Math.abs(c)<.9999999?(this._y=Math.atan2(a,d),this._z=Math.atan2(o,l)):(this._y=Math.atan2(-h,r),this._z=0);break;case"ZXY":this._x=Math.asin(ht(u,-1,1)),Math.abs(u)<.9999999?(this._y=Math.atan2(-h,d),this._z=Math.atan2(-s,l)):(this._y=0,this._z=Math.atan2(o,r));break;case"ZYX":this._y=Math.asin(-ht(h,-1,1)),Math.abs(h)<.9999999?(this._x=Math.atan2(u,d),this._z=Math.atan2(o,r)):(this._x=0,this._z=Math.atan2(-s,l));break;case"YZX":this._z=Math.asin(ht(o,-1,1)),Math.abs(o)<.9999999?(this._x=Math.atan2(-c,l),this._y=Math.atan2(-h,r)):(this._x=0,this._y=Math.atan2(a,d));break;case"XZY":this._z=Math.asin(-ht(s,-1,1)),Math.abs(s)<.9999999?(this._x=Math.atan2(u,l),this._y=Math.atan2(a,r)):(this._x=Math.atan2(-c,d),this._y=0);break;default:console.warn("THREE.Euler: .setFromRotationMatrix() encountered an unknown order: "+e)}return this._order=e,!1!==n&&this._onChangeCallback(),this}setFromQuaternion(t,e,n){return pe.makeRotationFromQuaternion(t),this.setFromRotationMatrix(pe,e,n)}setFromVector3(t,e){return this.set(t.x,t.y,t.z,e||this._order)}reorder(t){return me.setFromEuler(this),this.setFromQuaternion(me,t)}equals(t){return t._x===this._x&&t._y===this._y&&t._z===this._z&&t._order===this._order}fromArray(t){return this._x=t[0],this._y=t[1],this._z=t[2],void 0!==t[3]&&(this._order=t[3]),this._onChangeCallback(),this}toArray(t=[],e=0){return t[e]=this._x,t[e+1]=this._y,t[e+2]=this._z,t[e+3]=this._order,t}toVector3(t){return t?t.set(this._x,this._y,this._z):new Lt(this._x,this._y,this._z)}_onChange(t){return this._onChangeCallback=t,this}_onChangeCallback(){}}fe.prototype.isEuler=!0,fe.DefaultOrder="XYZ",fe.RotationOrders=["XYZ","YZX","ZXY","XZY","YXZ","ZYX"];class ge{constructor(){this.mask=1}set(t){this.mask=1<<t|0}enable(t){this.mask|=1<<t|0}enableAll(){this.mask=-1}toggle(t){this.mask^=1<<t|0}disable(t){this.mask&=~(1<<t|0)}disableAll(){this.mask=0}test(t){return 0!=(this.mask&t.mask)}}let ve=0;const ye=new Lt,xe=new At,_e=new se,we=new Lt,be=new Lt,Me=new Lt,Se=new At,Te=new Lt(1,0,0),Ee=new Lt(0,1,0),Ae=new Lt(0,0,1),Le={type:"added"},Re={type:"removed"};class Ce extends rt{constructor(){super(),Object.defineProperty(this,"id",{value:ve++}),this.uuid=ct(),this.name="",this.type="Object3D",this.parent=null,this.children=[],this.up=Ce.DefaultUp.clone();const t=new Lt,e=new fe,n=new At,i=new Lt(1,1,1);e._onChange((function(){n.setFromEuler(e,!1)})),n._onChange((function(){e.setFromQuaternion(n,void 0,!1)})),Object.defineProperties(this,{position:{configurable:!0,enumerable:!0,value:t},rotation:{configurable:!0,enumerable:!0,value:e},quaternion:{configurable:!0,enumerable:!0,value:n},scale:{configurable:!0,enumerable:!0,value:i},modelViewMatrix:{value:new se},normalMatrix:{value:new yt}}),this.matrix=new se,this.matrixWorld=new se,this.matrixAutoUpdate=Ce.DefaultMatrixAutoUpdate,this.matrixWorldNeedsUpdate=!1,this.layers=new ge,this.visible=!0,this.castShadow=!1,this.receiveShadow=!1,this.frustumCulled=!0,this.renderOrder=0,this.animations=[],this.userData={}}onBeforeRender(){}onAfterRender(){}applyMatrix4(t){this.matrixAutoUpdate&&this.updateMatrix(),this.matrix.premultiply(t),this.matrix.decompose(this.position,this.quaternion,this.scale)}applyQuaternion(t){return this.quaternion.premultiply(t),this}setRotationFromAxisAngle(t,e){this.quaternion.setFromAxisAngle(t,e)}setRotationFromEuler(t){this.quaternion.setFromEuler(t,!0)}setRotationFromMatrix(t){this.quaternion.setFromRotationMatrix(t)}setRotationFromQuaternion(t){this.quaternion.copy(t)}rotateOnAxis(t,e){return xe.setFromAxisAngle(t,e),this.quaternion.multiply(xe),this}rotateOnWorldAxis(t,e){return xe.setFromAxisAngle(t,e),this.quaternion.premultiply(xe),this}rotateX(t){return this.rotateOnAxis(Te,t)}rotateY(t){return this.rotateOnAxis(Ee,t)}rotateZ(t){return this.rotateOnAxis(Ae,t)}translateOnAxis(t,e){return ye.copy(t).applyQuaternion(this.quaternion),this.position.add(ye.multiplyScalar(e)),this}translateX(t){return this.translateOnAxis(Te,t)}translateY(t){return this.translateOnAxis(Ee,t)}translateZ(t){return this.translateOnAxis(Ae,t)}localToWorld(t){return t.applyMatrix4(this.matrixWorld)}worldToLocal(t){return t.applyMatrix4(_e.copy(this.matrixWorld).invert())}lookAt(t,e,n){t.isVector3?we.copy(t):we.set(t,e,n);const i=this.parent;this.updateWorldMatrix(!0,!1),be.setFromMatrixPosition(this.matrixWorld),this.isCamera||this.isLight?_e.lookAt(be,we,this.up):_e.lookAt(we,be,this.up),this.quaternion.setFromRotationMatrix(_e),i&&(_e.extractRotation(i.matrixWorld),xe.setFromRotationMatrix(_e),this.quaternion.premultiply(xe.invert()))}add(t){if(arguments.length>1){for(let t=0;t<arguments.length;t++)this.add(arguments[t]);return this}return t===this?(console.error("THREE.Object3D.add: object can't be added as a child of itself.",t),this):(t&&t.isObject3D?(null!==t.parent&&t.parent.remove(t),t.parent=this,this.children.push(t),t.dispatchEvent(Le)):console.error("THREE.Object3D.add: object not an instance of THREE.Object3D.",t),this)}remove(t){if(arguments.length>1){for(let t=0;t<arguments.length;t++)this.remove(arguments[t]);return this}const e=this.children.indexOf(t);return-1!==e&&(t.parent=null,this.children.splice(e,1),t.dispatchEvent(Re)),this}clear(){for(let t=0;t<this.children.length;t++){const e=this.children[t];e.parent=null,e.dispatchEvent(Re)}return this.children.length=0,this}attach(t){return this.updateWorldMatrix(!0,!1),_e.copy(this.matrixWorld).invert(),null!==t.parent&&(t.parent.updateWorldMatrix(!0,!1),_e.multiply(t.parent.matrixWorld)),t.applyMatrix4(_e),this.add(t),t.updateWorldMatrix(!1,!0),this}getObjectById(t){return this.getObjectByProperty("id",t)}getObjectByName(t){return this.getObjectByProperty("name",t)}getObjectByProperty(t,e){if(this[t]===e)return this;for(let n=0,i=this.children.length;n<i;n++){const i=this.children[n].getObjectByProperty(t,e);if(void 0!==i)return i}}getWorldPosition(t){return void 0===t&&(console.warn("THREE.Object3D: .getWorldPosition() target is now required"),t=new Lt),this.updateWorldMatrix(!0,!1),t.setFromMatrixPosition(this.matrixWorld)}getWorldQuaternion(t){return void 0===t&&(console.warn("THREE.Object3D: .getWorldQuaternion() target is now required"),t=new At),this.updateWorldMatrix(!0,!1),this.matrixWorld.decompose(be,t,Me),t}getWorldScale(t){return void 0===t&&(console.warn("THREE.Object3D: .getWorldScale() target is now required"),t=new Lt),this.updateWorldMatrix(!0,!1),this.matrixWorld.decompose(be,Se,t),t}getWorldDirection(t){void 0===t&&(console.warn("THREE.Object3D: .getWorldDirection() target is now required"),t=new Lt),this.updateWorldMatrix(!0,!1);const e=this.matrixWorld.elements;return t.set(e[8],e[9],e[10]).normalize()}raycast(){}traverse(t){t(this);const e=this.children;for(let n=0,i=e.length;n<i;n++)e[n].traverse(t)}traverseVisible(t){if(!1===this.visible)return;t(this);const e=this.children;for(let n=0,i=e.length;n<i;n++)e[n].traverseVisible(t)}traverseAncestors(t){const e=this.parent;null!==e&&(t(e),e.traverseAncestors(t))}updateMatrix(){this.matrix.compose(this.position,this.quaternion,this.scale),this.matrixWorldNeedsUpdate=!0}updateMatrixWorld(t){this.matrixAutoUpdate&&this.updateMatrix(),(this.matrixWorldNeedsUpdate||t)&&(null===this.parent?this.matrixWorld.copy(this.matrix):this.matrixWorld.multiplyMatrices(this.parent.matrixWorld,this.matrix),this.matrixWorldNeedsUpdate=!1,t=!0);const e=this.children;for(let n=0,i=e.length;n<i;n++)e[n].updateMatrixWorld(t)}updateWorldMatrix(t,e){const n=this.parent;if(!0===t&&null!==n&&n.updateWorldMatrix(!0,!1),this.matrixAutoUpdate&&this.updateMatrix(),null===this.parent?this.matrixWorld.copy(this.matrix):this.matrixWorld.multiplyMatrices(this.parent.matrixWorld,this.matrix),!0===e){const t=this.children;for(let e=0,n=t.length;e<n;e++)t[e].updateWorldMatrix(!1,!0)}}toJSON(t){const e=void 0===t||"string"==typeof t,n={};e&&(t={geometries:{},materials:{},textures:{},images:{},shapes:{},skeletons:{},animations:{}},n.metadata={version:4.5,type:"Object",generator:"Object3D.toJSON"});const i={};function r(e,n){return void 0===e[n.uuid]&&(e[n.uuid]=n.toJSON(t)),n.uuid}if(i.uuid=this.uuid,i.type=this.type,""!==this.name&&(i.name=this.name),!0===this.castShadow&&(i.castShadow=!0),!0===this.receiveShadow&&(i.receiveShadow=!0),!1===this.visible&&(i.visible=!1),!1===this.frustumCulled&&(i.frustumCulled=!1),0!==this.renderOrder&&(i.renderOrder=this.renderOrder),"{}"!==JSON.stringify(this.userData)&&(i.userData=this.userData),i.layers=this.layers.mask,i.matrix=this.matrix.toArray(),!1===this.matrixAutoUpdate&&(i.matrixAutoUpdate=!1),this.isInstancedMesh&&(i.type="InstancedMesh",i.count=this.count,i.instanceMatrix=this.instanceMatrix.toJSON(),null!==this.instanceColor&&(i.instanceColor=this.instanceColor.toJSON())),this.isMesh||this.isLine||this.isPoints){i.geometry=r(t.geometries,this.geometry);const e=this.geometry.parameters;if(void 0!==e&&void 0!==e.shapes){const n=e.shapes;if(Array.isArray(n))for(let e=0,i=n.length;e<i;e++){const i=n[e];r(t.shapes,i)}else r(t.shapes,n)}}if(this.isSkinnedMesh&&(i.bindMode=this.bindMode,i.bindMatrix=this.bindMatrix.toArray(),void 0!==this.skeleton&&(r(t.skeletons,this.skeleton),i.skeleton=this.skeleton.uuid)),void 0!==this.material)if(Array.isArray(this.material)){const e=[];for(let n=0,i=this.material.length;n<i;n++)e.push(r(t.materials,this.material[n]));i.material=e}else i.material=r(t.materials,this.material);if(this.children.length>0){i.children=[];for(let e=0;e<this.children.length;e++)i.children.push(this.children[e].toJSON(t).object)}if(this.animations.length>0){i.animations=[];for(let e=0;e<this.animations.length;e++){const n=this.animations[e];i.animations.push(r(t.animations,n))}}if(e){const e=s(t.geometries),i=s(t.materials),r=s(t.textures),a=s(t.images),o=s(t.shapes),l=s(t.skeletons),c=s(t.animations);e.length>0&&(n.geometries=e),i.length>0&&(n.materials=i),r.length>0&&(n.textures=r),a.length>0&&(n.images=a),o.length>0&&(n.shapes=o),l.length>0&&(n.skeletons=l),c.length>0&&(n.animations=c)}return n.object=i,n;function s(t){const e=[];for(const n in t){const i=t[n];delete i.metadata,e.push(i)}return e}}clone(t){return(new this.constructor).copy(this,t)}copy(t,e=!0){if(this.name=t.name,this.up.copy(t.up),this.position.copy(t.position),this.rotation.order=t.rotation.order,this.quaternion.copy(t.quaternion),this.scale.copy(t.scale),this.matrix.copy(t.matrix),this.matrixWorld.copy(t.matrixWorld),this.matrixAutoUpdate=t.matrixAutoUpdate,this.matrixWorldNeedsUpdate=t.matrixWorldNeedsUpdate,this.layers.mask=t.layers.mask,this.visible=t.visible,this.castShadow=t.castShadow,this.receiveShadow=t.receiveShadow,this.frustumCulled=t.frustumCulled,this.renderOrder=t.renderOrder,this.userData=JSON.parse(JSON.stringify(t.userData)),!0===e)for(let e=0;e<t.children.length;e++){const n=t.children[e];this.add(n.clone())}return this}}Ce.DefaultUp=new Lt(0,1,0),Ce.DefaultMatrixAutoUpdate=!0,Ce.prototype.isObject3D=!0;const Pe=new Lt,De=new Lt,Ie=new yt;class Ne{constructor(t=new Lt(1,0,0),e=0){this.normal=t,this.constant=e}set(t,e){return this.normal.copy(t),this.constant=e,this}setComponents(t,e,n,i){return this.normal.set(t,e,n),this.constant=i,this}setFromNormalAndCoplanarPoint(t,e){return this.normal.copy(t),this.constant=-e.dot(this.normal),this}setFromCoplanarPoints(t,e,n){const i=Pe.subVectors(n,e).cross(De.subVectors(t,e)).normalize();return this.setFromNormalAndCoplanarPoint(i,t),this}copy(t){return this.normal.copy(t.normal),this.constant=t.constant,this}normalize(){const t=1/this.normal.length();return this.normal.multiplyScalar(t),this.constant*=t,this}negate(){return this.constant*=-1,this.normal.negate(),this}distanceToPoint(t){return this.normal.dot(t)+this.constant}distanceToSphere(t){return this.distanceToPoint(t.center)-t.radius}projectPoint(t,e){return void 0===e&&(console.warn("THREE.Plane: .projectPoint() target is now required"),e=new Lt),e.copy(this.normal).multiplyScalar(-this.distanceToPoint(t)).add(t)}intersectLine(t,e){void 0===e&&(console.warn("THREE.Plane: .intersectLine() target is now required"),e=new Lt);const n=t.delta(Pe),i=this.normal.dot(n);if(0===i)return 0===this.distanceToPoint(t.start)?e.copy(t.start):null;const r=-(t.start.dot(this.normal)+this.constant)/i;return r<0||r>1?null:e.copy(n).multiplyScalar(r).add(t.start)}intersectsLine(t){const e=this.distanceToPoint(t.start),n=this.distanceToPoint(t.end);return e<0&&n>0||n<0&&e>0}intersectsBox(t){return t.intersectsPlane(this)}intersectsSphere(t){return t.intersectsPlane(this)}coplanarPoint(t){return void 0===t&&(console.warn("THREE.Plane: .coplanarPoint() target is now required"),t=new Lt),t.copy(this.normal).multiplyScalar(-this.constant)}applyMatrix4(t,e){const n=e||Ie.getNormalMatrix(t),i=this.coplanarPoint(Pe).applyMatrix4(t),r=this.normal.applyMatrix3(n).normalize();return this.constant=-i.dot(r),this}translate(t){return this.constant-=t.dot(this.normal),this}equals(t){return t.normal.equals(this.normal)&&t.constant===this.constant}clone(){return(new this.constructor).copy(this)}}Ne.prototype.isPlane=!0;const Be=new Lt,ze=new Lt,Fe=new Lt,Oe=new Lt,He=new Lt,Ge=new Lt,Ue=new Lt,ke=new Lt,Ve=new Lt,We=new Lt;class je{constructor(t=new Lt,e=new Lt,n=new Lt){this.a=t,this.b=e,this.c=n}static getNormal(t,e,n,i){void 0===i&&(console.warn("THREE.Triangle: .getNormal() target is now required"),i=new Lt),i.subVectors(n,e),Be.subVectors(t,e),i.cross(Be);const r=i.lengthSq();return r>0?i.multiplyScalar(1/Math.sqrt(r)):i.set(0,0,0)}static getBarycoord(t,e,n,i,r){Be.subVectors(i,e),ze.subVectors(n,e),Fe.subVectors(t,e);const s=Be.dot(Be),a=Be.dot(ze),o=Be.dot(Fe),l=ze.dot(ze),c=ze.dot(Fe),h=s*l-a*a;if(void 0===r&&(console.warn("THREE.Triangle: .getBarycoord() target is now required"),r=new Lt),0===h)return r.set(-2,-1,-1);const u=1/h,d=(l*o-a*c)*u,p=(s*c-a*o)*u;return r.set(1-d-p,p,d)}static containsPoint(t,e,n,i){return this.getBarycoord(t,e,n,i,Oe),Oe.x>=0&&Oe.y>=0&&Oe.x+Oe.y<=1}static getUV(t,e,n,i,r,s,a,o){return this.getBarycoord(t,e,n,i,Oe),o.set(0,0),o.addScaledVector(r,Oe.x),o.addScaledVector(s,Oe.y),o.addScaledVector(a,Oe.z),o}static isFrontFacing(t,e,n,i){return Be.subVectors(n,e),ze.subVectors(t,e),Be.cross(ze).dot(i)<0}set(t,e,n){return this.a.copy(t),this.b.copy(e),this.c.copy(n),this}setFromPointsAndIndices(t,e,n,i){return this.a.copy(t[e]),this.b.copy(t[n]),this.c.copy(t[i]),this}clone(){return(new this.constructor).copy(this)}copy(t){return this.a.copy(t.a),this.b.copy(t.b),this.c.copy(t.c),this}getArea(){return Be.subVectors(this.c,this.b),ze.subVectors(this.a,this.b),.5*Be.cross(ze).length()}getMidpoint(t){return void 0===t&&(console.warn("THREE.Triangle: .getMidpoint() target is now required"),t=new Lt),t.addVectors(this.a,this.b).add(this.c).multiplyScalar(1/3)}getNormal(t){return je.getNormal(this.a,this.b,this.c,t)}getPlane(t){return void 0===t&&(console.warn("THREE.Triangle: .getPlane() target is now required"),t=new Ne),t.setFromCoplanarPoints(this.a,this.b,this.c)}getBarycoord(t,e){return je.getBarycoord(t,this.a,this.b,this.c,e)}getUV(t,e,n,i,r){return je.getUV(t,this.a,this.b,this.c,e,n,i,r)}containsPoint(t){return je.containsPoint(t,this.a,this.b,this.c)}isFrontFacing(t){return je.isFrontFacing(this.a,this.b,this.c,t)}intersectsBox(t){return t.intersectsTriangle(this)}closestPointToPoint(t,e){void 0===e&&(console.warn("THREE.Triangle: .closestPointToPoint() target is now required"),e=new Lt);const n=this.a,i=this.b,r=this.c;let s,a;He.subVectors(i,n),Ge.subVectors(r,n),ke.subVectors(t,n);const o=He.dot(ke),l=Ge.dot(ke);if(o<=0&&l<=0)return e.copy(n);Ve.subVectors(t,i);const c=He.dot(Ve),h=Ge.dot(Ve);if(c>=0&&h<=c)return e.copy(i);const u=o*h-c*l;if(u<=0&&o>=0&&c<=0)return s=o/(o-c),e.copy(n).addScaledVector(He,s);We.subVectors(t,r);const d=He.dot(We),p=Ge.dot(We);if(p>=0&&d<=p)return e.copy(r);const m=d*l-o*p;if(m<=0&&l>=0&&p<=0)return a=l/(l-p),e.copy(n).addScaledVector(Ge,a);const f=c*p-d*h;if(f<=0&&h-c>=0&&d-p>=0)return Ue.subVectors(r,i),a=(h-c)/(h-c+(d-p)),e.copy(i).addScaledVector(Ue,a);const g=1/(f+m+u);return s=m*g,a=u*g,e.copy(n).addScaledVector(He,s).addScaledVector(Ge,a)}equals(t){return t.a.equals(this.a)&&t.b.equals(this.b)&&t.c.equals(this.c)}}let qe=0;function Xe(){Object.defineProperty(this,"id",{value:qe++}),this.uuid=ct(),this.name="",this.type="Material",this.fog=!0,this.blending=1,this.side=0,this.vertexColors=!1,this.opacity=1,this.transparent=!1,this.blendSrc=204,this.blendDst=205,this.blendEquation=n,this.blendSrcAlpha=null,this.blendDstAlpha=null,this.blendEquationAlpha=null,this.depthFunc=3,this.depthTest=!0,this.depthWrite=!0,this.stencilWriteMask=255,this.stencilFunc=519,this.stencilRef=0,this.stencilFuncMask=255,this.stencilFail=tt,this.stencilZFail=tt,this.stencilZPass=tt,this.stencilWrite=!1,this.clippingPlanes=null,this.clipIntersection=!1,this.clipShadows=!1,this.shadowSide=null,this.colorWrite=!0,this.precision=null,this.polygonOffset=!1,this.polygonOffsetFactor=0,this.polygonOffsetUnits=0,this.dithering=!1,this.alphaTest=0,this.alphaToCoverage=!1,this.premultipliedAlpha=!1,this.visible=!0,this.toneMapped=!0,this.userData={},this.version=0}Xe.prototype=Object.assign(Object.create(rt.prototype),{constructor:Xe,isMaterial:!0,onBuild:function(){},onBeforeCompile:function(){},customProgramCacheKey:function(){return this.onBeforeCompile.toString()},setValues:function(t){if(void 0!==t)for(const e in t){const n=t[e];if(void 0===n){console.warn("THREE.Material: '"+e+"' parameter is undefined.");continue}if("shading"===e){console.warn("THREE."+this.type+": .shading has been removed. Use the boolean .flatShading instead."),this.flatShading=1===n;continue}const i=this[e];void 0!==i?i&&i.isColor?i.set(n):i&&i.isVector3&&n&&n.isVector3?i.copy(n):this[e]=n:console.warn("THREE."+this.type+": '"+e+"' is not a property of this material.")}},toJSON:function(t){const e=void 0===t||"string"==typeof t;e&&(t={textures:{},images:{}});const n={metadata:{version:4.5,type:"Material",generator:"Material.toJSON"}};function i(t){const e=[];for(const n in t){const i=t[n];delete i.metadata,e.push(i)}return e}if(n.uuid=this.uuid,n.type=this.type,""!==this.name&&(n.name=this.name),this.color&&this.color.isColor&&(n.color=this.color.getHex()),void 0!==this.roughness&&(n.roughness=this.roughness),void 0!==this.metalness&&(n.metalness=this.metalness),this.sheen&&this.sheen.isColor&&(n.sheen=this.sheen.getHex()),this.emissive&&this.emissive.isColor&&(n.emissive=this.emissive.getHex()),this.emissiveIntensity&&1!==this.emissiveIntensity&&(n.emissiveIntensity=this.emissiveIntensity),this.specular&&this.specular.isColor&&(n.specular=this.specular.getHex()),void 0!==this.shininess&&(n.shininess=this.shininess),void 0!==this.clearcoat&&(n.clearcoat=this.clearcoat),void 0!==this.clearcoatRoughness&&(n.clearcoatRoughness=this.clearcoatRoughness),this.clearcoatMap&&this.clearcoatMap.isTexture&&(n.clearcoatMap=this.clearcoatMap.toJSON(t).uuid),this.clearcoatRoughnessMap&&this.clearcoatRoughnessMap.isTexture&&(n.clearcoatRoughnessMap=this.clearcoatRoughnessMap.toJSON(t).uuid),this.clearcoatNormalMap&&this.clearcoatNormalMap.isTexture&&(n.clearcoatNormalMap=this.clearcoatNormalMap.toJSON(t).uuid,n.clearcoatNormalScale=this.clearcoatNormalScale.toArray()),this.map&&this.map.isTexture&&(n.map=this.map.toJSON(t).uuid),this.matcap&&this.matcap.isTexture&&(n.matcap=this.matcap.toJSON(t).uuid),this.alphaMap&&this.alphaMap.isTexture&&(n.alphaMap=this.alphaMap.toJSON(t).uuid),this.lightMap&&this.lightMap.isTexture&&(n.lightMap=this.lightMap.toJSON(t).uuid,n.lightMapIntensity=this.lightMapIntensity),this.aoMap&&this.aoMap.isTexture&&(n.aoMap=this.aoMap.toJSON(t).uuid,n.aoMapIntensity=this.aoMapIntensity),this.bumpMap&&this.bumpMap.isTexture&&(n.bumpMap=this.bumpMap.toJSON(t).uuid,n.bumpScale=this.bumpScale),this.normalMap&&this.normalMap.isTexture&&(n.normalMap=this.normalMap.toJSON(t).uuid,n.normalMapType=this.normalMapType,n.normalScale=this.normalScale.toArray()),this.displacementMap&&this.displacementMap.isTexture&&(n.displacementMap=this.displacementMap.toJSON(t).uuid,n.displacementScale=this.displacementScale,n.displacementBias=this.displacementBias),this.roughnessMap&&this.roughnessMap.isTexture&&(n.roughnessMap=this.roughnessMap.toJSON(t).uuid),this.metalnessMap&&this.metalnessMap.isTexture&&(n.metalnessMap=this.metalnessMap.toJSON(t).uuid),this.emissiveMap&&this.emissiveMap.isTexture&&(n.emissiveMap=this.emissiveMap.toJSON(t).uuid),this.specularMap&&this.specularMap.isTexture&&(n.specularMap=this.specularMap.toJSON(t).uuid),this.envMap&&this.envMap.isTexture&&(n.envMap=this.envMap.toJSON(t).uuid,void 0!==this.combine&&(n.combine=this.combine)),void 0!==this.envMapIntensity&&(n.envMapIntensity=this.envMapIntensity),void 0!==this.reflectivity&&(n.reflectivity=this.reflectivity),void 0!==this.refractionRatio&&(n.refractionRatio=this.refractionRatio),this.gradientMap&&this.gradientMap.isTexture&&(n.gradientMap=this.gradientMap.toJSON(t).uuid),void 0!==this.size&&(n.size=this.size),null!==this.shadowSide&&(n.shadowSide=this.shadowSide),void 0!==this.sizeAttenuation&&(n.sizeAttenuation=this.sizeAttenuation),1!==this.blending&&(n.blending=this.blending),0!==this.side&&(n.side=this.side),this.vertexColors&&(n.vertexColors=!0),this.opacity<1&&(n.opacity=this.opacity),!0===this.transparent&&(n.transparent=this.transparent),n.depthFunc=this.depthFunc,n.depthTest=this.depthTest,n.depthWrite=this.depthWrite,n.colorWrite=this.colorWrite,n.stencilWrite=this.stencilWrite,n.stencilWriteMask=this.stencilWriteMask,n.stencilFunc=this.stencilFunc,n.stencilRef=this.stencilRef,n.stencilFuncMask=this.stencilFuncMask,n.stencilFail=this.stencilFail,n.stencilZFail=this.stencilZFail,n.stencilZPass=this.stencilZPass,this.rotation&&0!==this.rotation&&(n.rotation=this.rotation),!0===this.polygonOffset&&(n.polygonOffset=!0),0!==this.polygonOffsetFactor&&(n.polygonOffsetFactor=this.polygonOffsetFactor),0!==this.polygonOffsetUnits&&(n.polygonOffsetUnits=this.polygonOffsetUnits),this.linewidth&&1!==this.linewidth&&(n.linewidth=this.linewidth),void 0!==this.dashSize&&(n.dashSize=this.dashSize),void 0!==this.gapSize&&(n.gapSize=this.gapSize),void 0!==this.scale&&(n.scale=this.scale),!0===this.dithering&&(n.dithering=!0),this.alphaTest>0&&(n.alphaTest=this.alphaTest),!0===this.alphaToCoverage&&(n.alphaToCoverage=this.alphaToCoverage),!0===this.premultipliedAlpha&&(n.premultipliedAlpha=this.premultipliedAlpha),!0===this.wireframe&&(n.wireframe=this.wireframe),this.wireframeLinewidth>1&&(n.wireframeLinewidth=this.wireframeLinewidth),"round"!==this.wireframeLinecap&&(n.wireframeLinecap=this.wireframeLinecap),"round"!==this.wireframeLinejoin&&(n.wireframeLinejoin=this.wireframeLinejoin),!0===this.morphTargets&&(n.morphTargets=!0),!0===this.morphNormals&&(n.morphNormals=!0),!0===this.skinning&&(n.skinning=!0),!0===this.flatShading&&(n.flatShading=this.flatShading),!1===this.visible&&(n.visible=!1),!1===this.toneMapped&&(n.toneMapped=!1),"{}"!==JSON.stringify(this.userData)&&(n.userData=this.userData),e){const e=i(t.textures),r=i(t.images);e.length>0&&(n.textures=e),r.length>0&&(n.images=r)}return n},clone:function(){return(new this.constructor).copy(this)},copy:function(t){this.name=t.name,this.fog=t.fog,this.blending=t.blending,this.side=t.side,this.vertexColors=t.vertexColors,this.opacity=t.opacity,this.transparent=t.transparent,this.blendSrc=t.blendSrc,this.blendDst=t.blendDst,this.blendEquation=t.blendEquation,this.blendSrcAlpha=t.blendSrcAlpha,this.blendDstAlpha=t.blendDstAlpha,this.blendEquationAlpha=t.blendEquationAlpha,this.depthFunc=t.depthFunc,this.depthTest=t.depthTest,this.depthWrite=t.depthWrite,this.stencilWriteMask=t.stencilWriteMask,this.stencilFunc=t.stencilFunc,this.stencilRef=t.stencilRef,this.stencilFuncMask=t.stencilFuncMask,this.stencilFail=t.stencilFail,this.stencilZFail=t.stencilZFail,this.stencilZPass=t.stencilZPass,this.stencilWrite=t.stencilWrite;const e=t.clippingPlanes;let n=null;if(null!==e){const t=e.length;n=new Array(t);for(let i=0;i!==t;++i)n[i]=e[i].clone()}return this.clippingPlanes=n,this.clipIntersection=t.clipIntersection,this.clipShadows=t.clipShadows,this.shadowSide=t.shadowSide,this.colorWrite=t.colorWrite,this.precision=t.precision,this.polygonOffset=t.polygonOffset,this.polygonOffsetFactor=t.polygonOffsetFactor,this.polygonOffsetUnits=t.polygonOffsetUnits,this.dithering=t.dithering,this.alphaTest=t.alphaTest,this.alphaToCoverage=t.alphaToCoverage,this.premultipliedAlpha=t.premultipliedAlpha,this.visible=t.visible,this.toneMapped=t.toneMapped,this.userData=JSON.parse(JSON.stringify(t.userData)),this},dispose:function(){this.dispatchEvent({type:"dispose"})}}),Object.defineProperty(Xe.prototype,"needsUpdate",{set:function(t){!0===t&&this.version++}});const Ye={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074},Ze={h:0,s:0,l:0},Je={h:0,s:0,l:0};function Qe(t,e,n){return n<0&&(n+=1),n>1&&(n-=1),n<1/6?t+6*(e-t)*n:n<.5?e:n<2/3?t+6*(e-t)*(2/3-n):t}function Ke(t){return t<.04045?.0773993808*t:Math.pow(.9478672986*t+.0521327014,2.4)}function $e(t){return t<.0031308?12.92*t:1.055*Math.pow(t,.41666)-.055}class tn{constructor(t,e,n){return void 0===e&&void 0===n?this.set(t):this.setRGB(t,e,n)}set(t){return t&&t.isColor?this.copy(t):"number"==typeof t?this.setHex(t):"string"==typeof t&&this.setStyle(t),this}setScalar(t){return this.r=t,this.g=t,this.b=t,this}setHex(t){return t=Math.floor(t),this.r=(t>>16&255)/255,this.g=(t>>8&255)/255,this.b=(255&t)/255,this}setRGB(t,e,n){return this.r=t,this.g=e,this.b=n,this}setHSL(t,e,n){if(t=ut(t,1),e=ht(e,0,1),n=ht(n,0,1),0===e)this.r=this.g=this.b=n;else{const i=n<=.5?n*(1+e):n+e-n*e,r=2*n-i;this.r=Qe(r,i,t+1/3),this.g=Qe(r,i,t),this.b=Qe(r,i,t-1/3)}return this}setStyle(t){function e(e){void 0!==e&&parseFloat(e)<1&&console.warn("THREE.Color: Alpha component of "+t+" will be ignored.")}let n;if(n=/^((?:rgb|hsl)a?)\(([^\)]*)\)/.exec(t)){let t;const i=n[1],r=n[2];switch(i){case"rgb":case"rgba":if(t=/^\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*(?:,\s*(\d*\.?\d+)\s*)?$/.exec(r))return this.r=Math.min(255,parseInt(t[1],10))/255,this.g=Math.min(255,parseInt(t[2],10))/255,this.b=Math.min(255,parseInt(t[3],10))/255,e(t[4]),this;if(t=/^\s*(\d+)\%\s*,\s*(\d+)\%\s*,\s*(\d+)\%\s*(?:,\s*(\d*\.?\d+)\s*)?$/.exec(r))return this.r=Math.min(100,parseInt(t[1],10))/100,this.g=Math.min(100,parseInt(t[2],10))/100,this.b=Math.min(100,parseInt(t[3],10))/100,e(t[4]),this;break;case"hsl":case"hsla":if(t=/^\s*(\d*\.?\d+)\s*,\s*(\d+)\%\s*,\s*(\d+)\%\s*(?:,\s*(\d*\.?\d+)\s*)?$/.exec(r)){const n=parseFloat(t[1])/360,i=parseInt(t[2],10)/100,r=parseInt(t[3],10)/100;return e(t[4]),this.setHSL(n,i,r)}}}else if(n=/^\#([A-Fa-f\d]+)$/.exec(t)){const t=n[1],e=t.length;if(3===e)return this.r=parseInt(t.charAt(0)+t.charAt(0),16)/255,this.g=parseInt(t.charAt(1)+t.charAt(1),16)/255,this.b=parseInt(t.charAt(2)+t.charAt(2),16)/255,this;if(6===e)return this.r=parseInt(t.charAt(0)+t.charAt(1),16)/255,this.g=parseInt(t.charAt(2)+t.charAt(3),16)/255,this.b=parseInt(t.charAt(4)+t.charAt(5),16)/255,this}return t&&t.length>0?this.setColorName(t):this}setColorName(t){const e=Ye[t.toLowerCase()];return void 0!==e?this.setHex(e):console.warn("THREE.Color: Unknown color "+t),this}clone(){return new this.constructor(this.r,this.g,this.b)}copy(t){return this.r=t.r,this.g=t.g,this.b=t.b,this}copyGammaToLinear(t,e=2){return this.r=Math.pow(t.r,e),this.g=Math.pow(t.g,e),this.b=Math.pow(t.b,e),this}copyLinearToGamma(t,e=2){const n=e>0?1/e:1;return this.r=Math.pow(t.r,n),this.g=Math.pow(t.g,n),this.b=Math.pow(t.b,n),this}convertGammaToLinear(t){return this.copyGammaToLinear(this,t),this}convertLinearToGamma(t){return this.copyLinearToGamma(this,t),this}copySRGBToLinear(t){return this.r=Ke(t.r),this.g=Ke(t.g),this.b=Ke(t.b),this}copyLinearToSRGB(t){return this.r=$e(t.r),this.g=$e(t.g),this.b=$e(t.b),this}convertSRGBToLinear(){return this.copySRGBToLinear(this),this}convertLinearToSRGB(){return this.copyLinearToSRGB(this),this}getHex(){return 255*this.r<<16^255*this.g<<8^255*this.b<<0}getHexString(){return("000000"+this.getHex().toString(16)).slice(-6)}getHSL(t){void 0===t&&(console.warn("THREE.Color: .getHSL() target is now required"),t={h:0,s:0,l:0});const e=this.r,n=this.g,i=this.b,r=Math.max(e,n,i),s=Math.min(e,n,i);let a,o;const l=(s+r)/2;if(s===r)a=0,o=0;else{const t=r-s;switch(o=l<=.5?t/(r+s):t/(2-r-s),r){case e:a=(n-i)/t+(n<i?6:0);break;case n:a=(i-e)/t+2;break;case i:a=(e-n)/t+4}a/=6}return t.h=a,t.s=o,t.l=l,t}getStyle(){return"rgb("+(255*this.r|0)+","+(255*this.g|0)+","+(255*this.b|0)+")"}offsetHSL(t,e,n){return this.getHSL(Ze),Ze.h+=t,Ze.s+=e,Ze.l+=n,this.setHSL(Ze.h,Ze.s,Ze.l),this}add(t){return this.r+=t.r,this.g+=t.g,this.b+=t.b,this}addColors(t,e){return this.r=t.r+e.r,this.g=t.g+e.g,this.b=t.b+e.b,this}addScalar(t){return this.r+=t,this.g+=t,this.b+=t,this}sub(t){return this.r=Math.max(0,this.r-t.r),this.g=Math.max(0,this.g-t.g),this.b=Math.max(0,this.b-t.b),this}multiply(t){return this.r*=t.r,this.g*=t.g,this.b*=t.b,this}multiplyScalar(t){return this.r*=t,this.g*=t,this.b*=t,this}lerp(t,e){return this.r+=(t.r-this.r)*e,this.g+=(t.g-this.g)*e,this.b+=(t.b-this.b)*e,this}lerpColors(t,e,n){return this.r=t.r+(e.r-t.r)*n,this.g=t.g+(e.g-t.g)*n,this.b=t.b+(e.b-t.b)*n,this}lerpHSL(t,e){this.getHSL(Ze),t.getHSL(Je);const n=dt(Ze.h,Je.h,e),i=dt(Ze.s,Je.s,e),r=dt(Ze.l,Je.l,e);return this.setHSL(n,i,r),this}equals(t){return t.r===this.r&&t.g===this.g&&t.b===this.b}fromArray(t,e=0){return this.r=t[e],this.g=t[e+1],this.b=t[e+2],this}toArray(t=[],e=0){return t[e]=this.r,t[e+1]=this.g,t[e+2]=this.b,t}fromBufferAttribute(t,e){return this.r=t.getX(e),this.g=t.getY(e),this.b=t.getZ(e),!0===t.normalized&&(this.r/=255,this.g/=255,this.b/=255),this}toJSON(){return this.getHex()}}tn.NAMES=Ye,tn.prototype.isColor=!0,tn.prototype.r=1,tn.prototype.g=1,tn.prototype.b=1;class en extends Xe{constructor(t){super(),this.type="MeshBasicMaterial",this.color=new tn(16777215),this.map=null,this.lightMap=null,this.lightMapIntensity=1,this.aoMap=null,this.aoMapIntensity=1,this.specularMap=null,this.alphaMap=null,this.envMap=null,this.combine=0,this.reflectivity=1,this.refractionRatio=.98,this.wireframe=!1,this.wireframeLinewidth=1,this.wireframeLinecap="round",this.wireframeLinejoin="round",this.skinning=!1,this.morphTargets=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.map=t.map,this.lightMap=t.lightMap,this.lightMapIntensity=t.lightMapIntensity,this.aoMap=t.aoMap,this.aoMapIntensity=t.aoMapIntensity,this.specularMap=t.specularMap,this.alphaMap=t.alphaMap,this.envMap=t.envMap,this.combine=t.combine,this.reflectivity=t.reflectivity,this.refractionRatio=t.refractionRatio,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.wireframeLinecap=t.wireframeLinecap,this.wireframeLinejoin=t.wireframeLinejoin,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this}}en.prototype.isMeshBasicMaterial=!0;const nn=new Lt,rn=new vt;class sn{constructor(t,e,n){if(Array.isArray(t))throw new TypeError("THREE.BufferAttribute: array should be a Typed Array.");this.name="",this.array=t,this.itemSize=e,this.count=void 0!==t?t.length/e:0,this.normalized=!0===n,this.usage=et,this.updateRange={offset:0,count:-1},this.version=0,this.onUploadCallback=function(){}}set needsUpdate(t){!0===t&&this.version++}setUsage(t){return this.usage=t,this}copy(t){return this.name=t.name,this.array=new t.array.constructor(t.array),this.itemSize=t.itemSize,this.count=t.count,this.normalized=t.normalized,this.usage=t.usage,this}copyAt(t,e,n){t*=this.itemSize,n*=e.itemSize;for(let i=0,r=this.itemSize;i<r;i++)this.array[t+i]=e.array[n+i];return this}copyArray(t){return this.array.set(t),this}copyColorsArray(t){const e=this.array;let n=0;for(let i=0,r=t.length;i<r;i++){let r=t[i];void 0===r&&(console.warn("THREE.BufferAttribute.copyColorsArray(): color is undefined",i),r=new tn),e[n++]=r.r,e[n++]=r.g,e[n++]=r.b}return this}copyVector2sArray(t){const e=this.array;let n=0;for(let i=0,r=t.length;i<r;i++){let r=t[i];void 0===r&&(console.warn("THREE.BufferAttribute.copyVector2sArray(): vector is undefined",i),r=new vt),e[n++]=r.x,e[n++]=r.y}return this}copyVector3sArray(t){const e=this.array;let n=0;for(let i=0,r=t.length;i<r;i++){let r=t[i];void 0===r&&(console.warn("THREE.BufferAttribute.copyVector3sArray(): vector is undefined",i),r=new Lt),e[n++]=r.x,e[n++]=r.y,e[n++]=r.z}return this}copyVector4sArray(t){const e=this.array;let n=0;for(let i=0,r=t.length;i<r;i++){let r=t[i];void 0===r&&(console.warn("THREE.BufferAttribute.copyVector4sArray(): vector is undefined",i),r=new St),e[n++]=r.x,e[n++]=r.y,e[n++]=r.z,e[n++]=r.w}return this}applyMatrix3(t){if(2===this.itemSize)for(let e=0,n=this.count;e<n;e++)rn.fromBufferAttribute(this,e),rn.applyMatrix3(t),this.setXY(e,rn.x,rn.y);else if(3===this.itemSize)for(let e=0,n=this.count;e<n;e++)nn.fromBufferAttribute(this,e),nn.applyMatrix3(t),this.setXYZ(e,nn.x,nn.y,nn.z);return this}applyMatrix4(t){for(let e=0,n=this.count;e<n;e++)nn.x=this.getX(e),nn.y=this.getY(e),nn.z=this.getZ(e),nn.applyMatrix4(t),this.setXYZ(e,nn.x,nn.y,nn.z);return this}applyNormalMatrix(t){for(let e=0,n=this.count;e<n;e++)nn.x=this.getX(e),nn.y=this.getY(e),nn.z=this.getZ(e),nn.applyNormalMatrix(t),this.setXYZ(e,nn.x,nn.y,nn.z);return this}transformDirection(t){for(let e=0,n=this.count;e<n;e++)nn.x=this.getX(e),nn.y=this.getY(e),nn.z=this.getZ(e),nn.transformDirection(t),this.setXYZ(e,nn.x,nn.y,nn.z);return this}set(t,e=0){return this.array.set(t,e),this}getX(t){return this.array[t*this.itemSize]}setX(t,e){return this.array[t*this.itemSize]=e,this}getY(t){return this.array[t*this.itemSize+1]}setY(t,e){return this.array[t*this.itemSize+1]=e,this}getZ(t){return this.array[t*this.itemSize+2]}setZ(t,e){return this.array[t*this.itemSize+2]=e,this}getW(t){return this.array[t*this.itemSize+3]}setW(t,e){return this.array[t*this.itemSize+3]=e,this}setXY(t,e,n){return t*=this.itemSize,this.array[t+0]=e,this.array[t+1]=n,this}setXYZ(t,e,n,i){return t*=this.itemSize,this.array[t+0]=e,this.array[t+1]=n,this.array[t+2]=i,this}setXYZW(t,e,n,i,r){return t*=this.itemSize,this.array[t+0]=e,this.array[t+1]=n,this.array[t+2]=i,this.array[t+3]=r,this}onUpload(t){return this.onUploadCallback=t,this}clone(){return new this.constructor(this.array,this.itemSize).copy(this)}toJSON(){const t={itemSize:this.itemSize,type:this.array.constructor.name,array:Array.prototype.slice.call(this.array),normalized:this.normalized};return""!==this.name&&(t.name=this.name),this.usage!==et&&(t.usage=this.usage),0===this.updateRange.offset&&-1===this.updateRange.count||(t.updateRange=this.updateRange),t}}sn.prototype.isBufferAttribute=!0;class an extends sn{constructor(t,e,n){super(new Int8Array(t),e,n)}}class on extends sn{constructor(t,e,n){super(new Uint8Array(t),e,n)}}class ln extends sn{constructor(t,e,n){super(new Uint8ClampedArray(t),e,n)}}class cn extends sn{constructor(t,e,n){super(new Int16Array(t),e,n)}}class hn extends sn{constructor(t,e,n){super(new Uint16Array(t),e,n)}}class un extends sn{constructor(t,e,n){super(new Int32Array(t),e,n)}}class dn extends sn{constructor(t,e,n){super(new Uint32Array(t),e,n)}}class pn extends sn{constructor(t,e,n){super(new Uint16Array(t),e,n)}}pn.prototype.isFloat16BufferAttribute=!0;class mn extends sn{constructor(t,e,n){super(new Float32Array(t),e,n)}}class fn extends sn{constructor(t,e,n){super(new Float64Array(t),e,n)}}function gn(t){if(0===t.length)return-1/0;let e=t[0];for(let n=1,i=t.length;n<i;++n)t[n]>e&&(e=t[n]);return e}const vn={Int8Array:Int8Array,Uint8Array:Uint8Array,Uint8ClampedArray:Uint8ClampedArray,Int16Array:Int16Array,Uint16Array:Uint16Array,Int32Array:Int32Array,Uint32Array:Uint32Array,Float32Array:Float32Array,Float64Array:Float64Array};function yn(t,e){return new vn[t](e)}let xn=0;const _n=new se,wn=new Ce,bn=new Lt,Mn=new Pt,Sn=new Pt,Tn=new Lt;class En extends rt{constructor(){super(),Object.defineProperty(this,"id",{value:xn++}),this.uuid=ct(),this.name="",this.type="BufferGeometry",this.index=null,this.attributes={},this.morphAttributes={},this.morphTargetsRelative=!1,this.groups=[],this.boundingBox=null,this.boundingSphere=null,this.drawRange={start:0,count:1/0},this.userData={}}getIndex(){return this.index}setIndex(t){return Array.isArray(t)?this.index=new(gn(t)>65535?dn:hn)(t,1):this.index=t,this}getAttribute(t){return this.attributes[t]}setAttribute(t,e){return this.attributes[t]=e,this}deleteAttribute(t){return delete this.attributes[t],this}hasAttribute(t){return void 0!==this.attributes[t]}addGroup(t,e,n=0){this.groups.push({start:t,count:e,materialIndex:n})}clearGroups(){this.groups=[]}setDrawRange(t,e){this.drawRange.start=t,this.drawRange.count=e}applyMatrix4(t){const e=this.attributes.position;void 0!==e&&(e.applyMatrix4(t),e.needsUpdate=!0);const n=this.attributes.normal;if(void 0!==n){const e=(new yt).getNormalMatrix(t);n.applyNormalMatrix(e),n.needsUpdate=!0}const i=this.attributes.tangent;return void 0!==i&&(i.transformDirection(t),i.needsUpdate=!0),null!==this.boundingBox&&this.computeBoundingBox(),null!==this.boundingSphere&&this.computeBoundingSphere(),this}rotateX(t){return _n.makeRotationX(t),this.applyMatrix4(_n),this}rotateY(t){return _n.makeRotationY(t),this.applyMatrix4(_n),this}rotateZ(t){return _n.makeRotationZ(t),this.applyMatrix4(_n),this}translate(t,e,n){return _n.makeTranslation(t,e,n),this.applyMatrix4(_n),this}scale(t,e,n){return _n.makeScale(t,e,n),this.applyMatrix4(_n),this}lookAt(t){return wn.lookAt(t),wn.updateMatrix(),this.applyMatrix4(wn.matrix),this}center(){return this.computeBoundingBox(),this.boundingBox.getCenter(bn).negate(),this.translate(bn.x,bn.y,bn.z),this}setFromPoints(t){const e=[];for(let n=0,i=t.length;n<i;n++){const i=t[n];e.push(i.x,i.y,i.z||0)}return this.setAttribute("position",new mn(e,3)),this}computeBoundingBox(){null===this.boundingBox&&(this.boundingBox=new Pt);const t=this.attributes.position,e=this.morphAttributes.position;if(t&&t.isGLBufferAttribute)return console.error('THREE.BufferGeometry.computeBoundingBox(): GLBufferAttribute requires a manual bounding box. Alternatively set "mesh.frustumCulled" to "false".',this),void this.boundingBox.set(new Lt(-1/0,-1/0,-1/0),new Lt(1/0,1/0,1/0));if(void 0!==t){if(this.boundingBox.setFromBufferAttribute(t),e)for(let t=0,n=e.length;t<n;t++){const n=e[t];Mn.setFromBufferAttribute(n),this.morphTargetsRelative?(Tn.addVectors(this.boundingBox.min,Mn.min),this.boundingBox.expandByPoint(Tn),Tn.addVectors(this.boundingBox.max,Mn.max),this.boundingBox.expandByPoint(Tn)):(this.boundingBox.expandByPoint(Mn.min),this.boundingBox.expandByPoint(Mn.max))}}else this.boundingBox.makeEmpty();(isNaN(this.boundingBox.min.x)||isNaN(this.boundingBox.min.y)||isNaN(this.boundingBox.min.z))&&console.error('THREE.BufferGeometry.computeBoundingBox(): Computed min/max have NaN values. The "position" attribute is likely to have NaN values.',this)}computeBoundingSphere(){null===this.boundingSphere&&(this.boundingSphere=new Jt);const t=this.attributes.position,e=this.morphAttributes.position;if(t&&t.isGLBufferAttribute)return console.error('THREE.BufferGeometry.computeBoundingSphere(): GLBufferAttribute requires a manual bounding sphere. Alternatively set "mesh.frustumCulled" to "false".',this),void this.boundingSphere.set(new Lt,1/0);if(t){const n=this.boundingSphere.center;if(Mn.setFromBufferAttribute(t),e)for(let t=0,n=e.length;t<n;t++){const n=e[t];Sn.setFromBufferAttribute(n),this.morphTargetsRelative?(Tn.addVectors(Mn.min,Sn.min),Mn.expandByPoint(Tn),Tn.addVectors(Mn.max,Sn.max),Mn.expandByPoint(Tn)):(Mn.expandByPoint(Sn.min),Mn.expandByPoint(Sn.max))}Mn.getCenter(n);let i=0;for(let e=0,r=t.count;e<r;e++)Tn.fromBufferAttribute(t,e),i=Math.max(i,n.distanceToSquared(Tn));if(e)for(let r=0,s=e.length;r<s;r++){const s=e[r],a=this.morphTargetsRelative;for(let e=0,r=s.count;e<r;e++)Tn.fromBufferAttribute(s,e),a&&(bn.fromBufferAttribute(t,e),Tn.add(bn)),i=Math.max(i,n.distanceToSquared(Tn))}this.boundingSphere.radius=Math.sqrt(i),isNaN(this.boundingSphere.radius)&&console.error('THREE.BufferGeometry.computeBoundingSphere(): Computed radius is NaN. The "position" attribute is likely to have NaN values.',this)}}computeFaceNormals(){}computeTangents(){const t=this.index,e=this.attributes;if(null===t||void 0===e.position||void 0===e.normal||void 0===e.uv)return void console.error("THREE.BufferGeometry: .computeTangents() failed. Missing required attributes (index, position, normal or uv)");const n=t.array,i=e.position.array,r=e.normal.array,s=e.uv.array,a=i.length/3;void 0===e.tangent&&this.setAttribute("tangent",new sn(new Float32Array(4*a),4));const o=e.tangent.array,l=[],c=[];for(let t=0;t<a;t++)l[t]=new Lt,c[t]=new Lt;const h=new Lt,u=new Lt,d=new Lt,p=new vt,m=new vt,f=new vt,g=new Lt,v=new Lt;function y(t,e,n){h.fromArray(i,3*t),u.fromArray(i,3*e),d.fromArray(i,3*n),p.fromArray(s,2*t),m.fromArray(s,2*e),f.fromArray(s,2*n),u.sub(h),d.sub(h),m.sub(p),f.sub(p);const r=1/(m.x*f.y-f.x*m.y);isFinite(r)&&(g.copy(u).multiplyScalar(f.y).addScaledVector(d,-m.y).multiplyScalar(r),v.copy(d).multiplyScalar(m.x).addScaledVector(u,-f.x).multiplyScalar(r),l[t].add(g),l[e].add(g),l[n].add(g),c[t].add(v),c[e].add(v),c[n].add(v))}let x=this.groups;0===x.length&&(x=[{start:0,count:n.length}]);for(let t=0,e=x.length;t<e;++t){const e=x[t],i=e.start;for(let t=i,r=i+e.count;t<r;t+=3)y(n[t+0],n[t+1],n[t+2])}const _=new Lt,w=new Lt,b=new Lt,M=new Lt;function S(t){b.fromArray(r,3*t),M.copy(b);const e=l[t];_.copy(e),_.sub(b.multiplyScalar(b.dot(e))).normalize(),w.crossVectors(M,e);const n=w.dot(c[t])<0?-1:1;o[4*t]=_.x,o[4*t+1]=_.y,o[4*t+2]=_.z,o[4*t+3]=n}for(let t=0,e=x.length;t<e;++t){const e=x[t],i=e.start;for(let t=i,r=i+e.count;t<r;t+=3)S(n[t+0]),S(n[t+1]),S(n[t+2])}}computeVertexNormals(){const t=this.index,e=this.getAttribute("position");if(void 0!==e){let n=this.getAttribute("normal");if(void 0===n)n=new sn(new Float32Array(3*e.count),3),this.setAttribute("normal",n);else for(let t=0,e=n.count;t<e;t++)n.setXYZ(t,0,0,0);const i=new Lt,r=new Lt,s=new Lt,a=new Lt,o=new Lt,l=new Lt,c=new Lt,h=new Lt;if(t)for(let u=0,d=t.count;u<d;u+=3){const d=t.getX(u+0),p=t.getX(u+1),m=t.getX(u+2);i.fromBufferAttribute(e,d),r.fromBufferAttribute(e,p),s.fromBufferAttribute(e,m),c.subVectors(s,r),h.subVectors(i,r),c.cross(h),a.fromBufferAttribute(n,d),o.fromBufferAttribute(n,p),l.fromBufferAttribute(n,m),a.add(c),o.add(c),l.add(c),n.setXYZ(d,a.x,a.y,a.z),n.setXYZ(p,o.x,o.y,o.z),n.setXYZ(m,l.x,l.y,l.z)}else for(let t=0,a=e.count;t<a;t+=3)i.fromBufferAttribute(e,t+0),r.fromBufferAttribute(e,t+1),s.fromBufferAttribute(e,t+2),c.subVectors(s,r),h.subVectors(i,r),c.cross(h),n.setXYZ(t+0,c.x,c.y,c.z),n.setXYZ(t+1,c.x,c.y,c.z),n.setXYZ(t+2,c.x,c.y,c.z);this.normalizeNormals(),n.needsUpdate=!0}}merge(t,e){if(!t||!t.isBufferGeometry)return void console.error("THREE.BufferGeometry.merge(): geometry not an instance of THREE.BufferGeometry.",t);void 0===e&&(e=0,console.warn("THREE.BufferGeometry.merge(): Overwriting original geometry, starting at offset=0. Use BufferGeometryUtils.mergeBufferGeometries() for lossless merge."));const n=this.attributes;for(const i in n){if(void 0===t.attributes[i])continue;const r=n[i].array,s=t.attributes[i],a=s.array,o=s.itemSize*e,l=Math.min(a.length,r.length-o);for(let t=0,e=o;t<l;t++,e++)r[e]=a[t]}return this}normalizeNormals(){const t=this.attributes.normal;for(let e=0,n=t.count;e<n;e++)Tn.fromBufferAttribute(t,e),Tn.normalize(),t.setXYZ(e,Tn.x,Tn.y,Tn.z)}toNonIndexed(){function t(t,e){const n=t.array,i=t.itemSize,r=t.normalized,s=new n.constructor(e.length*i);let a=0,o=0;for(let t=0,r=e.length;t<r;t++){a=e[t]*i;for(let t=0;t<i;t++)s[o++]=n[a++]}return new sn(s,i,r)}if(null===this.index)return console.warn("THREE.BufferGeometry.toNonIndexed(): BufferGeometry is already non-indexed."),this;const e=new En,n=this.index.array,i=this.attributes;for(const r in i){const s=t(i[r],n);e.setAttribute(r,s)}const r=this.morphAttributes;for(const i in r){const s=[],a=r[i];for(let e=0,i=a.length;e<i;e++){const i=t(a[e],n);s.push(i)}e.morphAttributes[i]=s}e.morphTargetsRelative=this.morphTargetsRelative;const s=this.groups;for(let t=0,n=s.length;t<n;t++){const n=s[t];e.addGroup(n.start,n.count,n.materialIndex)}return e}toJSON(){const t={metadata:{version:4.5,type:"BufferGeometry",generator:"BufferGeometry.toJSON"}};if(t.uuid=this.uuid,t.type=this.type,""!==this.name&&(t.name=this.name),Object.keys(this.userData).length>0&&(t.userData=this.userData),void 0!==this.parameters){const e=this.parameters;for(const n in e)void 0!==e[n]&&(t[n]=e[n]);return t}t.data={attributes:{}};const e=this.index;null!==e&&(t.data.index={type:e.array.constructor.name,array:Array.prototype.slice.call(e.array)});const n=this.attributes;for(const e in n){const i=n[e];t.data.attributes[e]=i.toJSON(t.data)}const i={};let r=!1;for(const e in this.morphAttributes){const n=this.morphAttributes[e],s=[];for(let e=0,i=n.length;e<i;e++){const i=n[e];s.push(i.toJSON(t.data))}s.length>0&&(i[e]=s,r=!0)}r&&(t.data.morphAttributes=i,t.data.morphTargetsRelative=this.morphTargetsRelative);const s=this.groups;s.length>0&&(t.data.groups=JSON.parse(JSON.stringify(s)));const a=this.boundingSphere;return null!==a&&(t.data.boundingSphere={center:a.center.toArray(),radius:a.radius}),t}clone(){return(new En).copy(this)}copy(t){this.index=null,this.attributes={},this.morphAttributes={},this.groups=[],this.boundingBox=null,this.boundingSphere=null;const e={};this.name=t.name;const n=t.index;null!==n&&this.setIndex(n.clone(e));const i=t.attributes;for(const t in i){const n=i[t];this.setAttribute(t,n.clone(e))}const r=t.morphAttributes;for(const t in r){const n=[],i=r[t];for(let t=0,r=i.length;t<r;t++)n.push(i[t].clone(e));this.morphAttributes[t]=n}this.morphTargetsRelative=t.morphTargetsRelative;const s=t.groups;for(let t=0,e=s.length;t<e;t++){const e=s[t];this.addGroup(e.start,e.count,e.materialIndex)}const a=t.boundingBox;null!==a&&(this.boundingBox=a.clone());const o=t.boundingSphere;return null!==o&&(this.boundingSphere=o.clone()),this.drawRange.start=t.drawRange.start,this.drawRange.count=t.drawRange.count,this.userData=t.userData,this}dispose(){this.dispatchEvent({type:"dispose"})}}En.prototype.isBufferGeometry=!0;const An=new se,Ln=new re,Rn=new Jt,Cn=new Lt,Pn=new Lt,Dn=new Lt,In=new Lt,Nn=new Lt,Bn=new Lt,zn=new Lt,Fn=new Lt,On=new Lt,Hn=new vt,Gn=new vt,Un=new vt,kn=new Lt,Vn=new Lt;class Wn extends Ce{constructor(t=new En,e=new en){super(),this.type="Mesh",this.geometry=t,this.material=e,this.updateMorphTargets()}copy(t){return super.copy(t),void 0!==t.morphTargetInfluences&&(this.morphTargetInfluences=t.morphTargetInfluences.slice()),void 0!==t.morphTargetDictionary&&(this.morphTargetDictionary=Object.assign({},t.morphTargetDictionary)),this.material=t.material,this.geometry=t.geometry,this}updateMorphTargets(){const t=this.geometry;if(t.isBufferGeometry){const e=t.morphAttributes,n=Object.keys(e);if(n.length>0){const t=e[n[0]];if(void 0!==t){this.morphTargetInfluences=[],this.morphTargetDictionary={};for(let e=0,n=t.length;e<n;e++){const n=t[e].name||String(e);this.morphTargetInfluences.push(0),this.morphTargetDictionary[n]=e}}}}else{const e=t.morphTargets;void 0!==e&&e.length>0&&console.error("THREE.Mesh.updateMorphTargets() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.")}}raycast(t,e){const n=this.geometry,i=this.material,r=this.matrixWorld;if(void 0===i)return;if(null===n.boundingSphere&&n.computeBoundingSphere(),Rn.copy(n.boundingSphere),Rn.applyMatrix4(r),!1===t.ray.intersectsSphere(Rn))return;if(An.copy(r).invert(),Ln.copy(t.ray).applyMatrix4(An),null!==n.boundingBox&&!1===Ln.intersectsBox(n.boundingBox))return;let s;if(n.isBufferGeometry){const r=n.index,a=n.attributes.position,o=n.morphAttributes.position,l=n.morphTargetsRelative,c=n.attributes.uv,h=n.attributes.uv2,u=n.groups,d=n.drawRange;if(null!==r)if(Array.isArray(i))for(let n=0,p=u.length;n<p;n++){const p=u[n],m=i[p.materialIndex];for(let n=Math.max(p.start,d.start),i=Math.min(p.start+p.count,d.start+d.count);n<i;n+=3){const i=r.getX(n),u=r.getX(n+1),d=r.getX(n+2);s=jn(this,m,t,Ln,a,o,l,c,h,i,u,d),s&&(s.faceIndex=Math.floor(n/3),s.face.materialIndex=p.materialIndex,e.push(s))}}else{for(let n=Math.max(0,d.start),u=Math.min(r.count,d.start+d.count);n<u;n+=3){const u=r.getX(n),d=r.getX(n+1),p=r.getX(n+2);s=jn(this,i,t,Ln,a,o,l,c,h,u,d,p),s&&(s.faceIndex=Math.floor(n/3),e.push(s))}}else if(void 0!==a)if(Array.isArray(i))for(let n=0,r=u.length;n<r;n++){const r=u[n],p=i[r.materialIndex];for(let n=Math.max(r.start,d.start),i=Math.min(r.start+r.count,d.start+d.count);n<i;n+=3){s=jn(this,p,t,Ln,a,o,l,c,h,n,n+1,n+2),s&&(s.faceIndex=Math.floor(n/3),s.face.materialIndex=r.materialIndex,e.push(s))}}else{for(let n=Math.max(0,d.start),r=Math.min(a.count,d.start+d.count);n<r;n+=3){s=jn(this,i,t,Ln,a,o,l,c,h,n,n+1,n+2),s&&(s.faceIndex=Math.floor(n/3),e.push(s))}}}else n.isGeometry&&console.error("THREE.Mesh.raycast() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.")}}function jn(t,e,n,i,r,s,a,o,l,c,h,u){Cn.fromBufferAttribute(r,c),Pn.fromBufferAttribute(r,h),Dn.fromBufferAttribute(r,u);const d=t.morphTargetInfluences;if(e.morphTargets&&s&&d){zn.set(0,0,0),Fn.set(0,0,0),On.set(0,0,0);for(let t=0,e=s.length;t<e;t++){const e=d[t],n=s[t];0!==e&&(In.fromBufferAttribute(n,c),Nn.fromBufferAttribute(n,h),Bn.fromBufferAttribute(n,u),a?(zn.addScaledVector(In,e),Fn.addScaledVector(Nn,e),On.addScaledVector(Bn,e)):(zn.addScaledVector(In.sub(Cn),e),Fn.addScaledVector(Nn.sub(Pn),e),On.addScaledVector(Bn.sub(Dn),e)))}Cn.add(zn),Pn.add(Fn),Dn.add(On)}t.isSkinnedMesh&&e.skinning&&(t.boneTransform(c,Cn),t.boneTransform(h,Pn),t.boneTransform(u,Dn));const p=function(t,e,n,i,r,s,a,o){let l;if(l=1===e.side?i.intersectTriangle(a,s,r,!0,o):i.intersectTriangle(r,s,a,2!==e.side,o),null===l)return null;Vn.copy(o),Vn.applyMatrix4(t.matrixWorld);const c=n.ray.origin.distanceTo(Vn);return c<n.near||c>n.far?null:{distance:c,point:Vn.clone(),object:t}}(t,e,n,i,Cn,Pn,Dn,kn);if(p){o&&(Hn.fromBufferAttribute(o,c),Gn.fromBufferAttribute(o,h),Un.fromBufferAttribute(o,u),p.uv=je.getUV(kn,Cn,Pn,Dn,Hn,Gn,Un,new vt)),l&&(Hn.fromBufferAttribute(l,c),Gn.fromBufferAttribute(l,h),Un.fromBufferAttribute(l,u),p.uv2=je.getUV(kn,Cn,Pn,Dn,Hn,Gn,Un,new vt));const t={a:c,b:h,c:u,normal:new Lt,materialIndex:0};je.getNormal(Cn,Pn,Dn,t.normal),p.face=t}return p}Wn.prototype.isMesh=!0;class qn extends En{constructor(t=1,e=1,n=1,i=1,r=1,s=1){super(),this.type="BoxGeometry",this.parameters={width:t,height:e,depth:n,widthSegments:i,heightSegments:r,depthSegments:s};const a=this;i=Math.floor(i),r=Math.floor(r),s=Math.floor(s);const o=[],l=[],c=[],h=[];let u=0,d=0;function p(t,e,n,i,r,s,p,m,f,g,v){const y=s/f,x=p/g,_=s/2,w=p/2,b=m/2,M=f+1,S=g+1;let T=0,E=0;const A=new Lt;for(let s=0;s<S;s++){const a=s*x-w;for(let o=0;o<M;o++){const u=o*y-_;A[t]=u*i,A[e]=a*r,A[n]=b,l.push(A.x,A.y,A.z),A[t]=0,A[e]=0,A[n]=m>0?1:-1,c.push(A.x,A.y,A.z),h.push(o/f),h.push(1-s/g),T+=1}}for(let t=0;t<g;t++)for(let e=0;e<f;e++){const n=u+e+M*t,i=u+e+M*(t+1),r=u+(e+1)+M*(t+1),s=u+(e+1)+M*t;o.push(n,i,s),o.push(i,r,s),E+=6}a.addGroup(d,E,v),d+=E,u+=T}p("z","y","x",-1,-1,n,e,t,s,r,0),p("z","y","x",1,-1,n,e,-t,s,r,1),p("x","z","y",1,1,t,n,e,i,s,2),p("x","z","y",1,-1,t,n,-e,i,s,3),p("x","y","z",1,-1,t,e,n,i,r,4),p("x","y","z",-1,-1,t,e,-n,i,r,5),this.setIndex(o),this.setAttribute("position",new mn(l,3)),this.setAttribute("normal",new mn(c,3)),this.setAttribute("uv",new mn(h,2))}}function Xn(t){const e={};for(const n in t){e[n]={};for(const i in t[n]){const r=t[n][i];r&&(r.isColor||r.isMatrix3||r.isMatrix4||r.isVector2||r.isVector3||r.isVector4||r.isTexture||r.isQuaternion)?e[n][i]=r.clone():Array.isArray(r)?e[n][i]=r.slice():e[n][i]=r}}return e}function Yn(t){const e={};for(let n=0;n<t.length;n++){const i=Xn(t[n]);for(const t in i)e[t]=i[t]}return e}const Zn={clone:Xn,merge:Yn};class Jn extends Xe{constructor(t){super(),this.type="ShaderMaterial",this.defines={},this.uniforms={},this.vertexShader="void main() {\n\tgl_Position = projectionMatrix * modelViewMatrix * vec4( position, 1.0 );\n}",this.fragmentShader="void main() {\n\tgl_FragColor = vec4( 1.0, 0.0, 0.0, 1.0 );\n}",this.linewidth=1,this.wireframe=!1,this.wireframeLinewidth=1,this.fog=!1,this.lights=!1,this.clipping=!1,this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.extensions={derivatives:!1,fragDepth:!1,drawBuffers:!1,shaderTextureLOD:!1},this.defaultAttributeValues={color:[1,1,1],uv:[0,0],uv2:[0,0]},this.index0AttributeName=void 0,this.uniformsNeedUpdate=!1,this.glslVersion=null,void 0!==t&&(void 0!==t.attributes&&console.error("THREE.ShaderMaterial: attributes should now be defined in THREE.BufferGeometry instead."),this.setValues(t))}copy(t){return super.copy(t),this.fragmentShader=t.fragmentShader,this.vertexShader=t.vertexShader,this.uniforms=Xn(t.uniforms),this.defines=Object.assign({},t.defines),this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.lights=t.lights,this.clipping=t.clipping,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this.extensions=Object.assign({},t.extensions),this.glslVersion=t.glslVersion,this}toJSON(t){const e=super.toJSON(t);e.glslVersion=this.glslVersion,e.uniforms={};for(const n in this.uniforms){const i=this.uniforms[n].value;i&&i.isTexture?e.uniforms[n]={type:"t",value:i.toJSON(t).uuid}:i&&i.isColor?e.uniforms[n]={type:"c",value:i.getHex()}:i&&i.isVector2?e.uniforms[n]={type:"v2",value:i.toArray()}:i&&i.isVector3?e.uniforms[n]={type:"v3",value:i.toArray()}:i&&i.isVector4?e.uniforms[n]={type:"v4",value:i.toArray()}:i&&i.isMatrix3?e.uniforms[n]={type:"m3",value:i.toArray()}:i&&i.isMatrix4?e.uniforms[n]={type:"m4",value:i.toArray()}:e.uniforms[n]={value:i}}Object.keys(this.defines).length>0&&(e.defines=this.defines),e.vertexShader=this.vertexShader,e.fragmentShader=this.fragmentShader;const n={};for(const t in this.extensions)!0===this.extensions[t]&&(n[t]=!0);return Object.keys(n).length>0&&(e.extensions=n),e}}Jn.prototype.isShaderMaterial=!0;class Qn extends Ce{constructor(){super(),this.type="Camera",this.matrixWorldInverse=new se,this.projectionMatrix=new se,this.projectionMatrixInverse=new se}copy(t,e){return super.copy(t,e),this.matrixWorldInverse.copy(t.matrixWorldInverse),this.projectionMatrix.copy(t.projectionMatrix),this.projectionMatrixInverse.copy(t.projectionMatrixInverse),this}getWorldDirection(t){void 0===t&&(console.warn("THREE.Camera: .getWorldDirection() target is now required"),t=new Lt),this.updateWorldMatrix(!0,!1);const e=this.matrixWorld.elements;return t.set(-e[8],-e[9],-e[10]).normalize()}updateMatrixWorld(t){super.updateMatrixWorld(t),this.matrixWorldInverse.copy(this.matrixWorld).invert()}updateWorldMatrix(t,e){super.updateWorldMatrix(t,e),this.matrixWorldInverse.copy(this.matrixWorld).invert()}clone(){return(new this.constructor).copy(this)}}Qn.prototype.isCamera=!0;class Kn extends Qn{constructor(t=50,e=1,n=.1,i=2e3){super(),this.type="PerspectiveCamera",this.fov=t,this.zoom=1,this.near=n,this.far=i,this.focus=10,this.aspect=e,this.view=null,this.filmGauge=35,this.filmOffset=0,this.updateProjectionMatrix()}copy(t,e){return super.copy(t,e),this.fov=t.fov,this.zoom=t.zoom,this.near=t.near,this.far=t.far,this.focus=t.focus,this.aspect=t.aspect,this.view=null===t.view?null:Object.assign({},t.view),this.filmGauge=t.filmGauge,this.filmOffset=t.filmOffset,this}setFocalLength(t){const e=.5*this.getFilmHeight()/t;this.fov=2*lt*Math.atan(e),this.updateProjectionMatrix()}getFocalLength(){const t=Math.tan(.5*ot*this.fov);return.5*this.getFilmHeight()/t}getEffectiveFOV(){return 2*lt*Math.atan(Math.tan(.5*ot*this.fov)/this.zoom)}getFilmWidth(){return this.filmGauge*Math.min(this.aspect,1)}getFilmHeight(){return this.filmGauge/Math.max(this.aspect,1)}setViewOffset(t,e,n,i,r,s){this.aspect=t/e,null===this.view&&(this.view={enabled:!0,fullWidth:1,fullHeight:1,offsetX:0,offsetY:0,width:1,height:1}),this.view.enabled=!0,this.view.fullWidth=t,this.view.fullHeight=e,this.view.offsetX=n,this.view.offsetY=i,this.view.width=r,this.view.height=s,this.updateProjectionMatrix()}clearViewOffset(){null!==this.view&&(this.view.enabled=!1),this.updateProjectionMatrix()}updateProjectionMatrix(){const t=this.near;let e=t*Math.tan(.5*ot*this.fov)/this.zoom,n=2*e,i=this.aspect*n,r=-.5*i;const s=this.view;if(null!==this.view&&this.view.enabled){const t=s.fullWidth,a=s.fullHeight;r+=s.offsetX*i/t,e-=s.offsetY*n/a,i*=s.width/t,n*=s.height/a}const a=this.filmOffset;0!==a&&(r+=t*a/this.getFilmWidth()),this.projectionMatrix.makePerspective(r,r+i,e,e-n,t,this.far),this.projectionMatrixInverse.copy(this.projectionMatrix).invert()}toJSON(t){const e=super.toJSON(t);return e.object.fov=this.fov,e.object.zoom=this.zoom,e.object.near=this.near,e.object.far=this.far,e.object.focus=this.focus,e.object.aspect=this.aspect,null!==this.view&&(e.object.view=Object.assign({},this.view)),e.object.filmGauge=this.filmGauge,e.object.filmOffset=this.filmOffset,e}}Kn.prototype.isPerspectiveCamera=!0;const $n=90;class ti extends Ce{constructor(t,e,n){if(super(),this.type="CubeCamera",!0!==n.isWebGLCubeRenderTarget)return void console.error("THREE.CubeCamera: The constructor now expects an instance of WebGLCubeRenderTarget as third parameter.");this.renderTarget=n;const i=new Kn($n,1,t,e);i.layers=this.layers,i.up.set(0,-1,0),i.lookAt(new Lt(1,0,0)),this.add(i);const r=new Kn($n,1,t,e);r.layers=this.layers,r.up.set(0,-1,0),r.lookAt(new Lt(-1,0,0)),this.add(r);const s=new Kn($n,1,t,e);s.layers=this.layers,s.up.set(0,0,1),s.lookAt(new Lt(0,1,0)),this.add(s);const a=new Kn($n,1,t,e);a.layers=this.layers,a.up.set(0,0,-1),a.lookAt(new Lt(0,-1,0)),this.add(a);const o=new Kn($n,1,t,e);o.layers=this.layers,o.up.set(0,-1,0),o.lookAt(new Lt(0,0,1)),this.add(o);const l=new Kn($n,1,t,e);l.layers=this.layers,l.up.set(0,-1,0),l.lookAt(new Lt(0,0,-1)),this.add(l)}update(t,e){null===this.parent&&this.updateMatrixWorld();const n=this.renderTarget,[i,r,s,a,o,l]=this.children,c=t.xr.enabled,h=t.getRenderTarget();t.xr.enabled=!1;const u=n.texture.generateMipmaps;n.texture.generateMipmaps=!1,t.setRenderTarget(n,0),t.render(e,i),t.setRenderTarget(n,1),t.render(e,r),t.setRenderTarget(n,2),t.render(e,s),t.setRenderTarget(n,3),t.render(e,a),t.setRenderTarget(n,4),t.render(e,o),n.texture.generateMipmaps=u,t.setRenderTarget(n,5),t.render(e,l),t.setRenderTarget(h),t.xr.enabled=c}}class ei extends bt{constructor(t,e,n,i,s,a,o,l,c,h){super(t=void 0!==t?t:[],e=void 0!==e?e:r,n,i,s,a,o=void 0!==o?o:T,l,c,h),this._needsFlipEnvMap=!0,this.flipY=!1}get images(){return this.image}set images(t){this.image=t}}ei.prototype.isCubeTexture=!0;class ni extends Tt{constructor(t,e,n){Number.isInteger(e)&&(console.warn("THREE.WebGLCubeRenderTarget: constructor signature is now WebGLCubeRenderTarget( size, options )"),e=n),super(t,t,e),e=e||{},this.texture=new ei(void 0,e.mapping,e.wrapS,e.wrapT,e.magFilter,e.minFilter,e.format,e.type,e.anisotropy,e.encoding),this.texture.generateMipmaps=void 0!==e.generateMipmaps&&e.generateMipmaps,this.texture.minFilter=void 0!==e.minFilter?e.minFilter:g,this.texture._needsFlipEnvMap=!1}fromEquirectangularTexture(t,e){this.texture.type=e.type,this.texture.format=E,this.texture.encoding=e.encoding,this.texture.generateMipmaps=e.generateMipmaps,this.texture.minFilter=e.minFilter,this.texture.magFilter=e.magFilter;const n={uniforms:{tEquirect:{value:null}},vertexShader:"\n\n\t\t\t\tvarying vec3 vWorldDirection;\n\n\t\t\t\tvec3 transformDirection( in vec3 dir, in mat4 matrix ) {\n\n\t\t\t\t\treturn normalize( ( matrix * vec4( dir, 0.0 ) ).xyz );\n\n\t\t\t\t}\n\n\t\t\t\tvoid main() {\n\n\t\t\t\t\tvWorldDirection = transformDirection( position, modelMatrix );\n\n\t\t\t\t\t#include <begin_vertex>\n\t\t\t\t\t#include <project_vertex>\n\n\t\t\t\t}\n\t\t\t",fragmentShader:"\n\n\t\t\t\tuniform sampler2D tEquirect;\n\n\t\t\t\tvarying vec3 vWorldDirection;\n\n\t\t\t\t#include <common>\n\n\t\t\t\tvoid main() {\n\n\t\t\t\t\tvec3 direction = normalize( vWorldDirection );\n\n\t\t\t\t\tvec2 sampleUV = equirectUv( direction );\n\n\t\t\t\t\tgl_FragColor = texture2D( tEquirect, sampleUV );\n\n\t\t\t\t}\n\t\t\t"},i=new qn(5,5,5),r=new Jn({name:"CubemapFromEquirect",uniforms:Xn(n.uniforms),vertexShader:n.vertexShader,fragmentShader:n.fragmentShader,side:1,blending:0});r.uniforms.tEquirect.value=e;const s=new Wn(i,r),a=e.minFilter;e.minFilter===y&&(e.minFilter=g);return new ti(1,10,this).update(t,s),e.minFilter=a,s.geometry.dispose(),s.material.dispose(),this}clear(t,e,n,i){const r=t.getRenderTarget();for(let r=0;r<6;r++)t.setRenderTarget(this,r),t.clear(e,n,i);t.setRenderTarget(r)}}ni.prototype.isWebGLCubeRenderTarget=!0;class ii extends bt{constructor(t,e,n,i,r,s,a,o,l,c,h,u){super(null,s,a,o,l,c,i,r,h,u),this.image={data:t||null,width:e||1,height:n||1},this.magFilter=void 0!==l?l:p,this.minFilter=void 0!==c?c:p,this.generateMipmaps=!1,this.flipY=!1,this.unpackAlignment=1,this.needsUpdate=!0}}ii.prototype.isDataTexture=!0;const ri=new Jt,si=new Lt;class ai{constructor(t=new Ne,e=new Ne,n=new Ne,i=new Ne,r=new Ne,s=new Ne){this.planes=[t,e,n,i,r,s]}set(t,e,n,i,r,s){const a=this.planes;return a[0].copy(t),a[1].copy(e),a[2].copy(n),a[3].copy(i),a[4].copy(r),a[5].copy(s),this}copy(t){const e=this.planes;for(let n=0;n<6;n++)e[n].copy(t.planes[n]);return this}setFromProjectionMatrix(t){const e=this.planes,n=t.elements,i=n[0],r=n[1],s=n[2],a=n[3],o=n[4],l=n[5],c=n[6],h=n[7],u=n[8],d=n[9],p=n[10],m=n[11],f=n[12],g=n[13],v=n[14],y=n[15];return e[0].setComponents(a-i,h-o,m-u,y-f).normalize(),e[1].setComponents(a+i,h+o,m+u,y+f).normalize(),e[2].setComponents(a+r,h+l,m+d,y+g).normalize(),e[3].setComponents(a-r,h-l,m-d,y-g).normalize(),e[4].setComponents(a-s,h-c,m-p,y-v).normalize(),e[5].setComponents(a+s,h+c,m+p,y+v).normalize(),this}intersectsObject(t){const e=t.geometry;return null===e.boundingSphere&&e.computeBoundingSphere(),ri.copy(e.boundingSphere).applyMatrix4(t.matrixWorld),this.intersectsSphere(ri)}intersectsSprite(t){return ri.center.set(0,0,0),ri.radius=.7071067811865476,ri.applyMatrix4(t.matrixWorld),this.intersectsSphere(ri)}intersectsSphere(t){const e=this.planes,n=t.center,i=-t.radius;for(let t=0;t<6;t++){if(e[t].distanceToPoint(n)<i)return!1}return!0}intersectsBox(t){const e=this.planes;for(let n=0;n<6;n++){const i=e[n];if(si.x=i.normal.x>0?t.max.x:t.min.x,si.y=i.normal.y>0?t.max.y:t.min.y,si.z=i.normal.z>0?t.max.z:t.min.z,i.distanceToPoint(si)<0)return!1}return!0}containsPoint(t){const e=this.planes;for(let n=0;n<6;n++)if(e[n].distanceToPoint(t)<0)return!1;return!0}clone(){return(new this.constructor).copy(this)}}function oi(){let t=null,e=!1,n=null,i=null;function r(e,s){n(e,s),i=t.requestAnimationFrame(r)}return{start:function(){!0!==e&&null!==n&&(i=t.requestAnimationFrame(r),e=!0)},stop:function(){t.cancelAnimationFrame(i),e=!1},setAnimationLoop:function(t){n=t},setContext:function(e){t=e}}}function li(t,e){const n=e.isWebGL2,i=new WeakMap;return{get:function(t){return t.isInterleavedBufferAttribute&&(t=t.data),i.get(t)},remove:function(e){e.isInterleavedBufferAttribute&&(e=e.data);const n=i.get(e);n&&(t.deleteBuffer(n.buffer),i.delete(e))},update:function(e,r){if(e.isGLBufferAttribute){const t=i.get(e);return void((!t||t.version<e.version)&&i.set(e,{buffer:e.buffer,type:e.type,bytesPerElement:e.elementSize,version:e.version}))}e.isInterleavedBufferAttribute&&(e=e.data);const s=i.get(e);void 0===s?i.set(e,function(e,i){const r=e.array,s=e.usage,a=t.createBuffer();t.bindBuffer(i,a),t.bufferData(i,r,s),e.onUploadCallback();let o=5126;return r instanceof Float32Array?o=5126:r instanceof Float64Array?console.warn("THREE.WebGLAttributes: Unsupported data buffer format: Float64Array."):r instanceof Uint16Array?e.isFloat16BufferAttribute?n?o=5131:console.warn("THREE.WebGLAttributes: Usage of Float16BufferAttribute requires WebGL2."):o=5123:r instanceof Int16Array?o=5122:r instanceof Uint32Array?o=5125:r instanceof Int32Array?o=5124:r instanceof Int8Array?o=5120:r instanceof Uint8Array&&(o=5121),{buffer:a,type:o,bytesPerElement:r.BYTES_PER_ELEMENT,version:e.version}}(e,r)):s.version<e.version&&(!function(e,i,r){const s=i.array,a=i.updateRange;t.bindBuffer(r,e),-1===a.count?t.bufferSubData(r,0,s):(n?t.bufferSubData(r,a.offset*s.BYTES_PER_ELEMENT,s,a.offset,a.count):t.bufferSubData(r,a.offset*s.BYTES_PER_ELEMENT,s.subarray(a.offset,a.offset+a.count)),a.count=-1)}(s.buffer,e,r),s.version=e.version)}}}class ci extends En{constructor(t=1,e=1,n=1,i=1){super(),this.type="PlaneGeometry",this.parameters={width:t,height:e,widthSegments:n,heightSegments:i};const r=t/2,s=e/2,a=Math.floor(n),o=Math.floor(i),l=a+1,c=o+1,h=t/a,u=e/o,d=[],p=[],m=[],f=[];for(let t=0;t<c;t++){const e=t*u-s;for(let n=0;n<l;n++){const i=n*h-r;p.push(i,-e,0),m.push(0,0,1),f.push(n/a),f.push(1-t/o)}}for(let t=0;t<o;t++)for(let e=0;e<a;e++){const n=e+l*t,i=e+l*(t+1),r=e+1+l*(t+1),s=e+1+l*t;d.push(n,i,s),d.push(i,r,s)}this.setIndex(d),this.setAttribute("position",new mn(p,3)),this.setAttribute("normal",new mn(m,3)),this.setAttribute("uv",new mn(f,2))}}const hi={alphamap_fragment:"#ifdef USE_ALPHAMAP\n\tdiffuseColor.a *= texture2D( alphaMap, vUv ).g;\n#endif",alphamap_pars_fragment:"#ifdef USE_ALPHAMAP\n\tuniform sampler2D alphaMap;\n#endif",alphatest_fragment:"#ifdef ALPHATEST\n\tif ( diffuseColor.a < ALPHATEST ) discard;\n#endif",aomap_fragment:"#ifdef USE_AOMAP\n\tfloat ambientOcclusion = ( texture2D( aoMap, vUv2 ).r - 1.0 ) * aoMapIntensity + 1.0;\n\treflectedLight.indirectDiffuse *= ambientOcclusion;\n\t#if defined( USE_ENVMAP ) && defined( STANDARD )\n\t\tfloat dotNV = saturate( dot( geometry.normal, geometry.viewDir ) );\n\t\treflectedLight.indirectSpecular *= computeSpecularOcclusion( dotNV, ambientOcclusion, material.specularRoughness );\n\t#endif\n#endif",aomap_pars_fragment:"#ifdef USE_AOMAP\n\tuniform sampler2D aoMap;\n\tuniform float aoMapIntensity;\n#endif",begin_vertex:"vec3 transformed = vec3( position );",beginnormal_vertex:"vec3 objectNormal = vec3( normal );\n#ifdef USE_TANGENT\n\tvec3 objectTangent = vec3( tangent.xyz );\n#endif",bsdfs:"vec2 integrateSpecularBRDF( const in float dotNV, const in float roughness ) {\n\tconst vec4 c0 = vec4( - 1, - 0.0275, - 0.572, 0.022 );\n\tconst vec4 c1 = vec4( 1, 0.0425, 1.04, - 0.04 );\n\tvec4 r = roughness * c0 + c1;\n\tfloat a004 = min( r.x * r.x, exp2( - 9.28 * dotNV ) ) * r.x + r.y;\n\treturn vec2( -1.04, 1.04 ) * a004 + r.zw;\n}\nfloat punctualLightIntensityToIrradianceFactor( const in float lightDistance, const in float cutoffDistance, const in float decayExponent ) {\n#if defined ( PHYSICALLY_CORRECT_LIGHTS )\n\tfloat distanceFalloff = 1.0 / max( pow( lightDistance, decayExponent ), 0.01 );\n\tif( cutoffDistance > 0.0 ) {\n\t\tdistanceFalloff *= pow2( saturate( 1.0 - pow4( lightDistance / cutoffDistance ) ) );\n\t}\n\treturn distanceFalloff;\n#else\n\tif( cutoffDistance > 0.0 && decayExponent > 0.0 ) {\n\t\treturn pow( saturate( -lightDistance / cutoffDistance + 1.0 ), decayExponent );\n\t}\n\treturn 1.0;\n#endif\n}\nvec3 BRDF_Diffuse_Lambert( const in vec3 diffuseColor ) {\n\treturn RECIPROCAL_PI * diffuseColor;\n}\nvec3 F_Schlick( const in vec3 specularColor, const in float dotLH ) {\n\tfloat fresnel = exp2( ( -5.55473 * dotLH - 6.98316 ) * dotLH );\n\treturn ( 1.0 - specularColor ) * fresnel + specularColor;\n}\nvec3 F_Schlick_RoughnessDependent( const in vec3 F0, const in float dotNV, const in float roughness ) {\n\tfloat fresnel = exp2( ( -5.55473 * dotNV - 6.98316 ) * dotNV );\n\tvec3 Fr = max( vec3( 1.0 - roughness ), F0 ) - F0;\n\treturn Fr * fresnel + F0;\n}\nfloat G_GGX_Smith( const in float alpha, const in float dotNL, const in float dotNV ) {\n\tfloat a2 = pow2( alpha );\n\tfloat gl = dotNL + sqrt( a2 + ( 1.0 - a2 ) * pow2( dotNL ) );\n\tfloat gv = dotNV + sqrt( a2 + ( 1.0 - a2 ) * pow2( dotNV ) );\n\treturn 1.0 / ( gl * gv );\n}\nfloat G_GGX_SmithCorrelated( const in float alpha, const in float dotNL, const in float dotNV ) {\n\tfloat a2 = pow2( alpha );\n\tfloat gv = dotNL * sqrt( a2 + ( 1.0 - a2 ) * pow2( dotNV ) );\n\tfloat gl = dotNV * sqrt( a2 + ( 1.0 - a2 ) * pow2( dotNL ) );\n\treturn 0.5 / max( gv + gl, EPSILON );\n}\nfloat D_GGX( const in float alpha, const in float dotNH ) {\n\tfloat a2 = pow2( alpha );\n\tfloat denom = pow2( dotNH ) * ( a2 - 1.0 ) + 1.0;\n\treturn RECIPROCAL_PI * a2 / pow2( denom );\n}\nvec3 BRDF_Specular_GGX( const in IncidentLight incidentLight, const in vec3 viewDir, const in vec3 normal, const in vec3 specularColor, const in float roughness ) {\n\tfloat alpha = pow2( roughness );\n\tvec3 halfDir = normalize( incidentLight.direction + viewDir );\n\tfloat dotNL = saturate( dot( normal, incidentLight.direction ) );\n\tfloat dotNV = saturate( dot( normal, viewDir ) );\n\tfloat dotNH = saturate( dot( normal, halfDir ) );\n\tfloat dotLH = saturate( dot( incidentLight.direction, halfDir ) );\n\tvec3 F = F_Schlick( specularColor, dotLH );\n\tfloat G = G_GGX_SmithCorrelated( alpha, dotNL, dotNV );\n\tfloat D = D_GGX( alpha, dotNH );\n\treturn F * ( G * D );\n}\nvec2 LTC_Uv( const in vec3 N, const in vec3 V, const in float roughness ) {\n\tconst float LUT_SIZE = 64.0;\n\tconst float LUT_SCALE = ( LUT_SIZE - 1.0 ) / LUT_SIZE;\n\tconst float LUT_BIAS = 0.5 / LUT_SIZE;\n\tfloat dotNV = saturate( dot( N, V ) );\n\tvec2 uv = vec2( roughness, sqrt( 1.0 - dotNV ) );\n\tuv = uv * LUT_SCALE + LUT_BIAS;\n\treturn uv;\n}\nfloat LTC_ClippedSphereFormFactor( const in vec3 f ) {\n\tfloat l = length( f );\n\treturn max( ( l * l + f.z ) / ( l + 1.0 ), 0.0 );\n}\nvec3 LTC_EdgeVectorFormFactor( const in vec3 v1, const in vec3 v2 ) {\n\tfloat x = dot( v1, v2 );\n\tfloat y = abs( x );\n\tfloat a = 0.8543985 + ( 0.4965155 + 0.0145206 * y ) * y;\n\tfloat b = 3.4175940 + ( 4.1616724 + y ) * y;\n\tfloat v = a / b;\n\tfloat theta_sintheta = ( x > 0.0 ) ? v : 0.5 * inversesqrt( max( 1.0 - x * x, 1e-7 ) ) - v;\n\treturn cross( v1, v2 ) * theta_sintheta;\n}\nvec3 LTC_Evaluate( const in vec3 N, const in vec3 V, const in vec3 P, const in mat3 mInv, const in vec3 rectCoords[ 4 ] ) {\n\tvec3 v1 = rectCoords[ 1 ] - rectCoords[ 0 ];\n\tvec3 v2 = rectCoords[ 3 ] - rectCoords[ 0 ];\n\tvec3 lightNormal = cross( v1, v2 );\n\tif( dot( lightNormal, P - rectCoords[ 0 ] ) < 0.0 ) return vec3( 0.0 );\n\tvec3 T1, T2;\n\tT1 = normalize( V - N * dot( V, N ) );\n\tT2 = - cross( N, T1 );\n\tmat3 mat = mInv * transposeMat3( mat3( T1, T2, N ) );\n\tvec3 coords[ 4 ];\n\tcoords[ 0 ] = mat * ( rectCoords[ 0 ] - P );\n\tcoords[ 1 ] = mat * ( rectCoords[ 1 ] - P );\n\tcoords[ 2 ] = mat * ( rectCoords[ 2 ] - P );\n\tcoords[ 3 ] = mat * ( rectCoords[ 3 ] - P );\n\tcoords[ 0 ] = normalize( coords[ 0 ] );\n\tcoords[ 1 ] = normalize( coords[ 1 ] );\n\tcoords[ 2 ] = normalize( coords[ 2 ] );\n\tcoords[ 3 ] = normalize( coords[ 3 ] );\n\tvec3 vectorFormFactor = vec3( 0.0 );\n\tvectorFormFactor += LTC_EdgeVectorFormFactor( coords[ 0 ], coords[ 1 ] );\n\tvectorFormFactor += LTC_EdgeVectorFormFactor( coords[ 1 ], coords[ 2 ] );\n\tvectorFormFactor += LTC_EdgeVectorFormFactor( coords[ 2 ], coords[ 3 ] );\n\tvectorFormFactor += LTC_EdgeVectorFormFactor( coords[ 3 ], coords[ 0 ] );\n\tfloat result = LTC_ClippedSphereFormFactor( vectorFormFactor );\n\treturn vec3( result );\n}\nvec3 BRDF_Specular_GGX_Environment( const in vec3 viewDir, const in vec3 normal, const in vec3 specularColor, const in float roughness ) {\n\tfloat dotNV = saturate( dot( normal, viewDir ) );\n\tvec2 brdf = integrateSpecularBRDF( dotNV, roughness );\n\treturn specularColor * brdf.x + brdf.y;\n}\nvoid BRDF_Specular_Multiscattering_Environment( const in GeometricContext geometry, const in vec3 specularColor, const in float roughness, inout vec3 singleScatter, inout vec3 multiScatter ) {\n\tfloat dotNV = saturate( dot( geometry.normal, geometry.viewDir ) );\n\tvec3 F = F_Schlick_RoughnessDependent( specularColor, dotNV, roughness );\n\tvec2 brdf = integrateSpecularBRDF( dotNV, roughness );\n\tvec3 FssEss = F * brdf.x + brdf.y;\n\tfloat Ess = brdf.x + brdf.y;\n\tfloat Ems = 1.0 - Ess;\n\tvec3 Favg = specularColor + ( 1.0 - specularColor ) * 0.047619;\tvec3 Fms = FssEss * Favg / ( 1.0 - Ems * Favg );\n\tsingleScatter += FssEss;\n\tmultiScatter += Fms * Ems;\n}\nfloat G_BlinnPhong_Implicit( ) {\n\treturn 0.25;\n}\nfloat D_BlinnPhong( const in float shininess, const in float dotNH ) {\n\treturn RECIPROCAL_PI * ( shininess * 0.5 + 1.0 ) * pow( dotNH, shininess );\n}\nvec3 BRDF_Specular_BlinnPhong( const in IncidentLight incidentLight, const in GeometricContext geometry, const in vec3 specularColor, const in float shininess ) {\n\tvec3 halfDir = normalize( incidentLight.direction + geometry.viewDir );\n\tfloat dotNH = saturate( dot( geometry.normal, halfDir ) );\n\tfloat dotLH = saturate( dot( incidentLight.direction, halfDir ) );\n\tvec3 F = F_Schlick( specularColor, dotLH );\n\tfloat G = G_BlinnPhong_Implicit( );\n\tfloat D = D_BlinnPhong( shininess, dotNH );\n\treturn F * ( G * D );\n}\nfloat GGXRoughnessToBlinnExponent( const in float ggxRoughness ) {\n\treturn ( 2.0 / pow2( ggxRoughness + 0.0001 ) - 2.0 );\n}\nfloat BlinnExponentToGGXRoughness( const in float blinnExponent ) {\n\treturn sqrt( 2.0 / ( blinnExponent + 2.0 ) );\n}\n#if defined( USE_SHEEN )\nfloat D_Charlie(float roughness, float NoH) {\n\tfloat invAlpha = 1.0 / roughness;\n\tfloat cos2h = NoH * NoH;\n\tfloat sin2h = max(1.0 - cos2h, 0.0078125);\treturn (2.0 + invAlpha) * pow(sin2h, invAlpha * 0.5) / (2.0 * PI);\n}\nfloat V_Neubelt(float NoV, float NoL) {\n\treturn saturate(1.0 / (4.0 * (NoL + NoV - NoL * NoV)));\n}\nvec3 BRDF_Specular_Sheen( const in float roughness, const in vec3 L, const in GeometricContext geometry, vec3 specularColor ) {\n\tvec3 N = geometry.normal;\n\tvec3 V = geometry.viewDir;\n\tvec3 H = normalize( V + L );\n\tfloat dotNH = saturate( dot( N, H ) );\n\treturn specularColor * D_Charlie( roughness, dotNH ) * V_Neubelt( dot(N, V), dot(N, L) );\n}\n#endif",bumpmap_pars_fragment:"#ifdef USE_BUMPMAP\n\tuniform sampler2D bumpMap;\n\tuniform float bumpScale;\n\tvec2 dHdxy_fwd() {\n\t\tvec2 dSTdx = dFdx( vUv );\n\t\tvec2 dSTdy = dFdy( vUv );\n\t\tfloat Hll = bumpScale * texture2D( bumpMap, vUv ).x;\n\t\tfloat dBx = bumpScale * texture2D( bumpMap, vUv + dSTdx ).x - Hll;\n\t\tfloat dBy = bumpScale * texture2D( bumpMap, vUv + dSTdy ).x - Hll;\n\t\treturn vec2( dBx, dBy );\n\t}\n\tvec3 perturbNormalArb( vec3 surf_pos, vec3 surf_norm, vec2 dHdxy, float faceDirection ) {\n\t\tvec3 vSigmaX = vec3( dFdx( surf_pos.x ), dFdx( surf_pos.y ), dFdx( surf_pos.z ) );\n\t\tvec3 vSigmaY = vec3( dFdy( surf_pos.x ), dFdy( surf_pos.y ), dFdy( surf_pos.z ) );\n\t\tvec3 vN = surf_norm;\n\t\tvec3 R1 = cross( vSigmaY, vN );\n\t\tvec3 R2 = cross( vN, vSigmaX );\n\t\tfloat fDet = dot( vSigmaX, R1 ) * faceDirection;\n\t\tvec3 vGrad = sign( fDet ) * ( dHdxy.x * R1 + dHdxy.y * R2 );\n\t\treturn normalize( abs( fDet ) * surf_norm - vGrad );\n\t}\n#endif",clipping_planes_fragment:"#if NUM_CLIPPING_PLANES > 0\n\tvec4 plane;\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < UNION_CLIPPING_PLANES; i ++ ) {\n\t\tplane = clippingPlanes[ i ];\n\t\tif ( dot( vClipPosition, plane.xyz ) > plane.w ) discard;\n\t}\n\t#pragma unroll_loop_end\n\t#if UNION_CLIPPING_PLANES < NUM_CLIPPING_PLANES\n\t\tbool clipped = true;\n\t\t#pragma unroll_loop_start\n\t\tfor ( int i = UNION_CLIPPING_PLANES; i < NUM_CLIPPING_PLANES; i ++ ) {\n\t\t\tplane = clippingPlanes[ i ];\n\t\t\tclipped = ( dot( vClipPosition, plane.xyz ) > plane.w ) && clipped;\n\t\t}\n\t\t#pragma unroll_loop_end\n\t\tif ( clipped ) discard;\n\t#endif\n#endif",clipping_planes_pars_fragment:"#if NUM_CLIPPING_PLANES > 0\n\tvarying vec3 vClipPosition;\n\tuniform vec4 clippingPlanes[ NUM_CLIPPING_PLANES ];\n#endif",clipping_planes_pars_vertex:"#if NUM_CLIPPING_PLANES > 0\n\tvarying vec3 vClipPosition;\n#endif",clipping_planes_vertex:"#if NUM_CLIPPING_PLANES > 0\n\tvClipPosition = - mvPosition.xyz;\n#endif",color_fragment:"#if defined( USE_COLOR_ALPHA )\n\tdiffuseColor *= vColor;\n#elif defined( USE_COLOR )\n\tdiffuseColor.rgb *= vColor;\n#endif",color_pars_fragment:"#if defined( USE_COLOR_ALPHA )\n\tvarying vec4 vColor;\n#elif defined( USE_COLOR )\n\tvarying vec3 vColor;\n#endif",color_pars_vertex:"#if defined( USE_COLOR_ALPHA )\n\tvarying vec4 vColor;\n#elif defined( USE_COLOR ) || defined( USE_INSTANCING_COLOR )\n\tvarying vec3 vColor;\n#endif",color_vertex:"#if defined( USE_COLOR_ALPHA )\n\tvColor = vec4( 1.0 );\n#elif defined( USE_COLOR ) || defined( USE_INSTANCING_COLOR )\n\tvColor = vec3( 1.0 );\n#endif\n#ifdef USE_COLOR\n\tvColor *= color;\n#endif\n#ifdef USE_INSTANCING_COLOR\n\tvColor.xyz *= instanceColor.xyz;\n#endif",common:"#define PI 3.141592653589793\n#define PI2 6.283185307179586\n#define PI_HALF 1.5707963267948966\n#define RECIPROCAL_PI 0.3183098861837907\n#define RECIPROCAL_PI2 0.15915494309189535\n#define EPSILON 1e-6\n#ifndef saturate\n#define saturate(a) clamp( a, 0.0, 1.0 )\n#endif\n#define whiteComplement(a) ( 1.0 - saturate( a ) )\nfloat pow2( const in float x ) { return x*x; }\nfloat pow3( const in float x ) { return x*x*x; }\nfloat pow4( const in float x ) { float x2 = x*x; return x2*x2; }\nfloat average( const in vec3 color ) { return dot( color, vec3( 0.3333 ) ); }\nhighp float rand( const in vec2 uv ) {\n\tconst highp float a = 12.9898, b = 78.233, c = 43758.5453;\n\thighp float dt = dot( uv.xy, vec2( a,b ) ), sn = mod( dt, PI );\n\treturn fract(sin(sn) * c);\n}\n#ifdef HIGH_PRECISION\n\tfloat precisionSafeLength( vec3 v ) { return length( v ); }\n#else\n\tfloat max3( vec3 v ) { return max( max( v.x, v.y ), v.z ); }\n\tfloat precisionSafeLength( vec3 v ) {\n\t\tfloat maxComponent = max3( abs( v ) );\n\t\treturn length( v / maxComponent ) * maxComponent;\n\t}\n#endif\nstruct IncidentLight {\n\tvec3 color;\n\tvec3 direction;\n\tbool visible;\n};\nstruct ReflectedLight {\n\tvec3 directDiffuse;\n\tvec3 directSpecular;\n\tvec3 indirectDiffuse;\n\tvec3 indirectSpecular;\n};\nstruct GeometricContext {\n\tvec3 position;\n\tvec3 normal;\n\tvec3 viewDir;\n#ifdef CLEARCOAT\n\tvec3 clearcoatNormal;\n#endif\n};\nvec3 transformDirection( in vec3 dir, in mat4 matrix ) {\n\treturn normalize( ( matrix * vec4( dir, 0.0 ) ).xyz );\n}\nvec3 inverseTransformDirection( in vec3 dir, in mat4 matrix ) {\n\treturn normalize( ( vec4( dir, 0.0 ) * matrix ).xyz );\n}\nvec3 projectOnPlane(in vec3 point, in vec3 pointOnPlane, in vec3 planeNormal ) {\n\tfloat distance = dot( planeNormal, point - pointOnPlane );\n\treturn - distance * planeNormal + point;\n}\nfloat sideOfPlane( in vec3 point, in vec3 pointOnPlane, in vec3 planeNormal ) {\n\treturn sign( dot( point - pointOnPlane, planeNormal ) );\n}\nvec3 linePlaneIntersect( in vec3 pointOnLine, in vec3 lineDirection, in vec3 pointOnPlane, in vec3 planeNormal ) {\n\treturn lineDirection * ( dot( planeNormal, pointOnPlane - pointOnLine ) / dot( planeNormal, lineDirection ) ) + pointOnLine;\n}\nmat3 transposeMat3( const in mat3 m ) {\n\tmat3 tmp;\n\ttmp[ 0 ] = vec3( m[ 0 ].x, m[ 1 ].x, m[ 2 ].x );\n\ttmp[ 1 ] = vec3( m[ 0 ].y, m[ 1 ].y, m[ 2 ].y );\n\ttmp[ 2 ] = vec3( m[ 0 ].z, m[ 1 ].z, m[ 2 ].z );\n\treturn tmp;\n}\nfloat linearToRelativeLuminance( const in vec3 color ) {\n\tvec3 weights = vec3( 0.2126, 0.7152, 0.0722 );\n\treturn dot( weights, color.rgb );\n}\nbool isPerspectiveMatrix( mat4 m ) {\n\treturn m[ 2 ][ 3 ] == - 1.0;\n}\nvec2 equirectUv( in vec3 dir ) {\n\tfloat u = atan( dir.z, dir.x ) * RECIPROCAL_PI2 + 0.5;\n\tfloat v = asin( clamp( dir.y, - 1.0, 1.0 ) ) * RECIPROCAL_PI + 0.5;\n\treturn vec2( u, v );\n}",cube_uv_reflection_fragment:"#ifdef ENVMAP_TYPE_CUBE_UV\n\t#define cubeUV_maxMipLevel 8.0\n\t#define cubeUV_minMipLevel 4.0\n\t#define cubeUV_maxTileSize 256.0\n\t#define cubeUV_minTileSize 16.0\n\tfloat getFace( vec3 direction ) {\n\t\tvec3 absDirection = abs( direction );\n\t\tfloat face = - 1.0;\n\t\tif ( absDirection.x > absDirection.z ) {\n\t\t\tif ( absDirection.x > absDirection.y )\n\t\t\t\tface = direction.x > 0.0 ? 0.0 : 3.0;\n\t\t\telse\n\t\t\t\tface = direction.y > 0.0 ? 1.0 : 4.0;\n\t\t} else {\n\t\t\tif ( absDirection.z > absDirection.y )\n\t\t\t\tface = direction.z > 0.0 ? 2.0 : 5.0;\n\t\t\telse\n\t\t\t\tface = direction.y > 0.0 ? 1.0 : 4.0;\n\t\t}\n\t\treturn face;\n\t}\n\tvec2 getUV( vec3 direction, float face ) {\n\t\tvec2 uv;\n\t\tif ( face == 0.0 ) {\n\t\t\tuv = vec2( direction.z, direction.y ) / abs( direction.x );\n\t\t} else if ( face == 1.0 ) {\n\t\t\tuv = vec2( - direction.x, - direction.z ) / abs( direction.y );\n\t\t} else if ( face == 2.0 ) {\n\t\t\tuv = vec2( - direction.x, direction.y ) / abs( direction.z );\n\t\t} else if ( face == 3.0 ) {\n\t\t\tuv = vec2( - direction.z, direction.y ) / abs( direction.x );\n\t\t} else if ( face == 4.0 ) {\n\t\t\tuv = vec2( - direction.x, direction.z ) / abs( direction.y );\n\t\t} else {\n\t\t\tuv = vec2( direction.x, direction.y ) / abs( direction.z );\n\t\t}\n\t\treturn 0.5 * ( uv + 1.0 );\n\t}\n\tvec3 bilinearCubeUV( sampler2D envMap, vec3 direction, float mipInt ) {\n\t\tfloat face = getFace( direction );\n\t\tfloat filterInt = max( cubeUV_minMipLevel - mipInt, 0.0 );\n\t\tmipInt = max( mipInt, cubeUV_minMipLevel );\n\t\tfloat faceSize = exp2( mipInt );\n\t\tfloat texelSize = 1.0 / ( 3.0 * cubeUV_maxTileSize );\n\t\tvec2 uv = getUV( direction, face ) * ( faceSize - 1.0 );\n\t\tvec2 f = fract( uv );\n\t\tuv += 0.5 - f;\n\t\tif ( face > 2.0 ) {\n\t\t\tuv.y += faceSize;\n\t\t\tface -= 3.0;\n\t\t}\n\t\tuv.x += face * faceSize;\n\t\tif ( mipInt < cubeUV_maxMipLevel ) {\n\t\t\tuv.y += 2.0 * cubeUV_maxTileSize;\n\t\t}\n\t\tuv.y += filterInt * 2.0 * cubeUV_minTileSize;\n\t\tuv.x += 3.0 * max( 0.0, cubeUV_maxTileSize - 2.0 * faceSize );\n\t\tuv *= texelSize;\n\t\tvec3 tl = envMapTexelToLinear( texture2D( envMap, uv ) ).rgb;\n\t\tuv.x += texelSize;\n\t\tvec3 tr = envMapTexelToLinear( texture2D( envMap, uv ) ).rgb;\n\t\tuv.y += texelSize;\n\t\tvec3 br = envMapTexelToLinear( texture2D( envMap, uv ) ).rgb;\n\t\tuv.x -= texelSize;\n\t\tvec3 bl = envMapTexelToLinear( texture2D( envMap, uv ) ).rgb;\n\t\tvec3 tm = mix( tl, tr, f.x );\n\t\tvec3 bm = mix( bl, br, f.x );\n\t\treturn mix( tm, bm, f.y );\n\t}\n\t#define r0 1.0\n\t#define v0 0.339\n\t#define m0 - 2.0\n\t#define r1 0.8\n\t#define v1 0.276\n\t#define m1 - 1.0\n\t#define r4 0.4\n\t#define v4 0.046\n\t#define m4 2.0\n\t#define r5 0.305\n\t#define v5 0.016\n\t#define m5 3.0\n\t#define r6 0.21\n\t#define v6 0.0038\n\t#define m6 4.0\n\tfloat roughnessToMip( float roughness ) {\n\t\tfloat mip = 0.0;\n\t\tif ( roughness >= r1 ) {\n\t\t\tmip = ( r0 - roughness ) * ( m1 - m0 ) / ( r0 - r1 ) + m0;\n\t\t} else if ( roughness >= r4 ) {\n\t\t\tmip = ( r1 - roughness ) * ( m4 - m1 ) / ( r1 - r4 ) + m1;\n\t\t} else if ( roughness >= r5 ) {\n\t\t\tmip = ( r4 - roughness ) * ( m5 - m4 ) / ( r4 - r5 ) + m4;\n\t\t} else if ( roughness >= r6 ) {\n\t\t\tmip = ( r5 - roughness ) * ( m6 - m5 ) / ( r5 - r6 ) + m5;\n\t\t} else {\n\t\t\tmip = - 2.0 * log2( 1.16 * roughness );\t\t}\n\t\treturn mip;\n\t}\n\tvec4 textureCubeUV( sampler2D envMap, vec3 sampleDir, float roughness ) {\n\t\tfloat mip = clamp( roughnessToMip( roughness ), m0, cubeUV_maxMipLevel );\n\t\tfloat mipF = fract( mip );\n\t\tfloat mipInt = floor( mip );\n\t\tvec3 color0 = bilinearCubeUV( envMap, sampleDir, mipInt );\n\t\tif ( mipF == 0.0 ) {\n\t\t\treturn vec4( color0, 1.0 );\n\t\t} else {\n\t\t\tvec3 color1 = bilinearCubeUV( envMap, sampleDir, mipInt + 1.0 );\n\t\t\treturn vec4( mix( color0, color1, mipF ), 1.0 );\n\t\t}\n\t}\n#endif",defaultnormal_vertex:"vec3 transformedNormal = objectNormal;\n#ifdef USE_INSTANCING\n\tmat3 m = mat3( instanceMatrix );\n\ttransformedNormal /= vec3( dot( m[ 0 ], m[ 0 ] ), dot( m[ 1 ], m[ 1 ] ), dot( m[ 2 ], m[ 2 ] ) );\n\ttransformedNormal = m * transformedNormal;\n#endif\ntransformedNormal = normalMatrix * transformedNormal;\n#ifdef FLIP_SIDED\n\ttransformedNormal = - transformedNormal;\n#endif\n#ifdef USE_TANGENT\n\tvec3 transformedTangent = ( modelViewMatrix * vec4( objectTangent, 0.0 ) ).xyz;\n\t#ifdef FLIP_SIDED\n\t\ttransformedTangent = - transformedTangent;\n\t#endif\n#endif",displacementmap_pars_vertex:"#ifdef USE_DISPLACEMENTMAP\n\tuniform sampler2D displacementMap;\n\tuniform float displacementScale;\n\tuniform float displacementBias;\n#endif",displacementmap_vertex:"#ifdef USE_DISPLACEMENTMAP\n\ttransformed += normalize( objectNormal ) * ( texture2D( displacementMap, vUv ).x * displacementScale + displacementBias );\n#endif",emissivemap_fragment:"#ifdef USE_EMISSIVEMAP\n\tvec4 emissiveColor = texture2D( emissiveMap, vUv );\n\temissiveColor.rgb = emissiveMapTexelToLinear( emissiveColor ).rgb;\n\ttotalEmissiveRadiance *= emissiveColor.rgb;\n#endif",emissivemap_pars_fragment:"#ifdef USE_EMISSIVEMAP\n\tuniform sampler2D emissiveMap;\n#endif",encodings_fragment:"gl_FragColor = linearToOutputTexel( gl_FragColor );",encodings_pars_fragment:"\nvec4 LinearToLinear( in vec4 value ) {\n\treturn value;\n}\nvec4 GammaToLinear( in vec4 value, in float gammaFactor ) {\n\treturn vec4( pow( value.rgb, vec3( gammaFactor ) ), value.a );\n}\nvec4 LinearToGamma( in vec4 value, in float gammaFactor ) {\n\treturn vec4( pow( value.rgb, vec3( 1.0 / gammaFactor ) ), value.a );\n}\nvec4 sRGBToLinear( in vec4 value ) {\n\treturn vec4( mix( pow( value.rgb * 0.9478672986 + vec3( 0.0521327014 ), vec3( 2.4 ) ), value.rgb * 0.0773993808, vec3( lessThanEqual( value.rgb, vec3( 0.04045 ) ) ) ), value.a );\n}\nvec4 LinearTosRGB( in vec4 value ) {\n\treturn vec4( mix( pow( value.rgb, vec3( 0.41666 ) ) * 1.055 - vec3( 0.055 ), value.rgb * 12.92, vec3( lessThanEqual( value.rgb, vec3( 0.0031308 ) ) ) ), value.a );\n}\nvec4 RGBEToLinear( in vec4 value ) {\n\treturn vec4( value.rgb * exp2( value.a * 255.0 - 128.0 ), 1.0 );\n}\nvec4 LinearToRGBE( in vec4 value ) {\n\tfloat maxComponent = max( max( value.r, value.g ), value.b );\n\tfloat fExp = clamp( ceil( log2( maxComponent ) ), -128.0, 127.0 );\n\treturn vec4( value.rgb / exp2( fExp ), ( fExp + 128.0 ) / 255.0 );\n}\nvec4 RGBMToLinear( in vec4 value, in float maxRange ) {\n\treturn vec4( value.rgb * value.a * maxRange, 1.0 );\n}\nvec4 LinearToRGBM( in vec4 value, in float maxRange ) {\n\tfloat maxRGB = max( value.r, max( value.g, value.b ) );\n\tfloat M = clamp( maxRGB / maxRange, 0.0, 1.0 );\n\tM = ceil( M * 255.0 ) / 255.0;\n\treturn vec4( value.rgb / ( M * maxRange ), M );\n}\nvec4 RGBDToLinear( in vec4 value, in float maxRange ) {\n\treturn vec4( value.rgb * ( ( maxRange / 255.0 ) / value.a ), 1.0 );\n}\nvec4 LinearToRGBD( in vec4 value, in float maxRange ) {\n\tfloat maxRGB = max( value.r, max( value.g, value.b ) );\n\tfloat D = max( maxRange / maxRGB, 1.0 );\n\tD = clamp( floor( D ) / 255.0, 0.0, 1.0 );\n\treturn vec4( value.rgb * ( D * ( 255.0 / maxRange ) ), D );\n}\nconst mat3 cLogLuvM = mat3( 0.2209, 0.3390, 0.4184, 0.1138, 0.6780, 0.7319, 0.0102, 0.1130, 0.2969 );\nvec4 LinearToLogLuv( in vec4 value ) {\n\tvec3 Xp_Y_XYZp = cLogLuvM * value.rgb;\n\tXp_Y_XYZp = max( Xp_Y_XYZp, vec3( 1e-6, 1e-6, 1e-6 ) );\n\tvec4 vResult;\n\tvResult.xy = Xp_Y_XYZp.xy / Xp_Y_XYZp.z;\n\tfloat Le = 2.0 * log2(Xp_Y_XYZp.y) + 127.0;\n\tvResult.w = fract( Le );\n\tvResult.z = ( Le - ( floor( vResult.w * 255.0 ) ) / 255.0 ) / 255.0;\n\treturn vResult;\n}\nconst mat3 cLogLuvInverseM = mat3( 6.0014, -2.7008, -1.7996, -1.3320, 3.1029, -5.7721, 0.3008, -1.0882, 5.6268 );\nvec4 LogLuvToLinear( in vec4 value ) {\n\tfloat Le = value.z * 255.0 + value.w;\n\tvec3 Xp_Y_XYZp;\n\tXp_Y_XYZp.y = exp2( ( Le - 127.0 ) / 2.0 );\n\tXp_Y_XYZp.z = Xp_Y_XYZp.y / value.y;\n\tXp_Y_XYZp.x = value.x * Xp_Y_XYZp.z;\n\tvec3 vRGB = cLogLuvInverseM * Xp_Y_XYZp.rgb;\n\treturn vec4( max( vRGB, 0.0 ), 1.0 );\n}",envmap_fragment:"#ifdef USE_ENVMAP\n\t#ifdef ENV_WORLDPOS\n\t\tvec3 cameraToFrag;\n\t\tif ( isOrthographic ) {\n\t\t\tcameraToFrag = normalize( vec3( - viewMatrix[ 0 ][ 2 ], - viewMatrix[ 1 ][ 2 ], - viewMatrix[ 2 ][ 2 ] ) );\n\t\t} else {\n\t\t\tcameraToFrag = normalize( vWorldPosition - cameraPosition );\n\t\t}\n\t\tvec3 worldNormal = inverseTransformDirection( normal, viewMatrix );\n\t\t#ifdef ENVMAP_MODE_REFLECTION\n\t\t\tvec3 reflectVec = reflect( cameraToFrag, worldNormal );\n\t\t#else\n\t\t\tvec3 reflectVec = refract( cameraToFrag, worldNormal, refractionRatio );\n\t\t#endif\n\t#else\n\t\tvec3 reflectVec = vReflect;\n\t#endif\n\t#ifdef ENVMAP_TYPE_CUBE\n\t\tvec4 envColor = textureCube( envMap, vec3( flipEnvMap * reflectVec.x, reflectVec.yz ) );\n\t#elif defined( ENVMAP_TYPE_CUBE_UV )\n\t\tvec4 envColor = textureCubeUV( envMap, reflectVec, 0.0 );\n\t#else\n\t\tvec4 envColor = vec4( 0.0 );\n\t#endif\n\t#ifndef ENVMAP_TYPE_CUBE_UV\n\t\tenvColor = envMapTexelToLinear( envColor );\n\t#endif\n\t#ifdef ENVMAP_BLENDING_MULTIPLY\n\t\toutgoingLight = mix( outgoingLight, outgoingLight * envColor.xyz, specularStrength * reflectivity );\n\t#elif defined( ENVMAP_BLENDING_MIX )\n\t\toutgoingLight = mix( outgoingLight, envColor.xyz, specularStrength * reflectivity );\n\t#elif defined( ENVMAP_BLENDING_ADD )\n\t\toutgoingLight += envColor.xyz * specularStrength * reflectivity;\n\t#endif\n#endif",envmap_common_pars_fragment:"#ifdef USE_ENVMAP\n\tuniform float envMapIntensity;\n\tuniform float flipEnvMap;\n\tuniform int maxMipLevel;\n\t#ifdef ENVMAP_TYPE_CUBE\n\t\tuniform samplerCube envMap;\n\t#else\n\t\tuniform sampler2D envMap;\n\t#endif\n\t\n#endif",envmap_pars_fragment:"#ifdef USE_ENVMAP\n\tuniform float reflectivity;\n\t#if defined( USE_BUMPMAP ) || defined( USE_NORMALMAP ) || defined( PHONG )\n\t\t#define ENV_WORLDPOS\n\t#endif\n\t#ifdef ENV_WORLDPOS\n\t\tvarying vec3 vWorldPosition;\n\t\tuniform float refractionRatio;\n\t#else\n\t\tvarying vec3 vReflect;\n\t#endif\n#endif",envmap_pars_vertex:"#ifdef USE_ENVMAP\n\t#if defined( USE_BUMPMAP ) || defined( USE_NORMALMAP ) ||defined( PHONG )\n\t\t#define ENV_WORLDPOS\n\t#endif\n\t#ifdef ENV_WORLDPOS\n\t\t\n\t\tvarying vec3 vWorldPosition;\n\t#else\n\t\tvarying vec3 vReflect;\n\t\tuniform float refractionRatio;\n\t#endif\n#endif",envmap_physical_pars_fragment:"#if defined( USE_ENVMAP )\n\t#ifdef ENVMAP_MODE_REFRACTION\n\t\tuniform float refractionRatio;\n\t#endif\n\tvec3 getLightProbeIndirectIrradiance( const in GeometricContext geometry, const in int maxMIPLevel ) {\n\t\tvec3 worldNormal = inverseTransformDirection( geometry.normal, viewMatrix );\n\t\t#ifdef ENVMAP_TYPE_CUBE\n\t\t\tvec3 queryVec = vec3( flipEnvMap * worldNormal.x, worldNormal.yz );\n\t\t\t#ifdef TEXTURE_LOD_EXT\n\t\t\t\tvec4 envMapColor = textureCubeLodEXT( envMap, queryVec, float( maxMIPLevel ) );\n\t\t\t#else\n\t\t\t\tvec4 envMapColor = textureCube( envMap, queryVec, float( maxMIPLevel ) );\n\t\t\t#endif\n\t\t\tenvMapColor.rgb = envMapTexelToLinear( envMapColor ).rgb;\n\t\t#elif defined( ENVMAP_TYPE_CUBE_UV )\n\t\t\tvec4 envMapColor = textureCubeUV( envMap, worldNormal, 1.0 );\n\t\t#else\n\t\t\tvec4 envMapColor = vec4( 0.0 );\n\t\t#endif\n\t\treturn PI * envMapColor.rgb * envMapIntensity;\n\t}\n\tfloat getSpecularMIPLevel( const in float roughness, const in int maxMIPLevel ) {\n\t\tfloat maxMIPLevelScalar = float( maxMIPLevel );\n\t\tfloat sigma = PI * roughness * roughness / ( 1.0 + roughness );\n\t\tfloat desiredMIPLevel = maxMIPLevelScalar + log2( sigma );\n\t\treturn clamp( desiredMIPLevel, 0.0, maxMIPLevelScalar );\n\t}\n\tvec3 getLightProbeIndirectRadiance( const in vec3 viewDir, const in vec3 normal, const in float roughness, const in int maxMIPLevel ) {\n\t\t#ifdef ENVMAP_MODE_REFLECTION\n\t\t\tvec3 reflectVec = reflect( -viewDir, normal );\n\t\t\treflectVec = normalize( mix( reflectVec, normal, roughness * roughness) );\n\t\t#else\n\t\t\tvec3 reflectVec = refract( -viewDir, normal, refractionRatio );\n\t\t#endif\n\t\treflectVec = inverseTransformDirection( reflectVec, viewMatrix );\n\t\tfloat specularMIPLevel = getSpecularMIPLevel( roughness, maxMIPLevel );\n\t\t#ifdef ENVMAP_TYPE_CUBE\n\t\t\tvec3 queryReflectVec = vec3( flipEnvMap * reflectVec.x, reflectVec.yz );\n\t\t\t#ifdef TEXTURE_LOD_EXT\n\t\t\t\tvec4 envMapColor = textureCubeLodEXT( envMap, queryReflectVec, specularMIPLevel );\n\t\t\t#else\n\t\t\t\tvec4 envMapColor = textureCube( envMap, queryReflectVec, specularMIPLevel );\n\t\t\t#endif\n\t\t\tenvMapColor.rgb = envMapTexelToLinear( envMapColor ).rgb;\n\t\t#elif defined( ENVMAP_TYPE_CUBE_UV )\n\t\t\tvec4 envMapColor = textureCubeUV( envMap, reflectVec, roughness );\n\t\t#endif\n\t\treturn envMapColor.rgb * envMapIntensity;\n\t}\n#endif",envmap_vertex:"#ifdef USE_ENVMAP\n\t#ifdef ENV_WORLDPOS\n\t\tvWorldPosition = worldPosition.xyz;\n\t#else\n\t\tvec3 cameraToVertex;\n\t\tif ( isOrthographic ) {\n\t\t\tcameraToVertex = normalize( vec3( - viewMatrix[ 0 ][ 2 ], - viewMatrix[ 1 ][ 2 ], - viewMatrix[ 2 ][ 2 ] ) );\n\t\t} else {\n\t\t\tcameraToVertex = normalize( worldPosition.xyz - cameraPosition );\n\t\t}\n\t\tvec3 worldNormal = inverseTransformDirection( transformedNormal, viewMatrix );\n\t\t#ifdef ENVMAP_MODE_REFLECTION\n\t\t\tvReflect = reflect( cameraToVertex, worldNormal );\n\t\t#else\n\t\t\tvReflect = refract( cameraToVertex, worldNormal, refractionRatio );\n\t\t#endif\n\t#endif\n#endif",fog_vertex:"#ifdef USE_FOG\n\tfogDepth = - mvPosition.z;\n#endif",fog_pars_vertex:"#ifdef USE_FOG\n\tvarying float fogDepth;\n#endif",fog_fragment:"#ifdef USE_FOG\n\t#ifdef FOG_EXP2\n\t\tfloat fogFactor = 1.0 - exp( - fogDensity * fogDensity * fogDepth * fogDepth );\n\t#else\n\t\tfloat fogFactor = smoothstep( fogNear, fogFar, fogDepth );\n\t#endif\n\tgl_FragColor.rgb = mix( gl_FragColor.rgb, fogColor, fogFactor );\n#endif",fog_pars_fragment:"#ifdef USE_FOG\n\tuniform vec3 fogColor;\n\tvarying float fogDepth;\n\t#ifdef FOG_EXP2\n\t\tuniform float fogDensity;\n\t#else\n\t\tuniform float fogNear;\n\t\tuniform float fogFar;\n\t#endif\n#endif",gradientmap_pars_fragment:"#ifdef USE_GRADIENTMAP\n\tuniform sampler2D gradientMap;\n#endif\nvec3 getGradientIrradiance( vec3 normal, vec3 lightDirection ) {\n\tfloat dotNL = dot( normal, lightDirection );\n\tvec2 coord = vec2( dotNL * 0.5 + 0.5, 0.0 );\n\t#ifdef USE_GRADIENTMAP\n\t\treturn texture2D( gradientMap, coord ).rgb;\n\t#else\n\t\treturn ( coord.x < 0.7 ) ? vec3( 0.7 ) : vec3( 1.0 );\n\t#endif\n}",lightmap_fragment:"#ifdef USE_LIGHTMAP\n\tvec4 lightMapTexel= texture2D( lightMap, vUv2 );\n\treflectedLight.indirectDiffuse += PI * lightMapTexelToLinear( lightMapTexel ).rgb * lightMapIntensity;\n#endif",lightmap_pars_fragment:"#ifdef USE_LIGHTMAP\n\tuniform sampler2D lightMap;\n\tuniform float lightMapIntensity;\n#endif",lights_lambert_vertex:"vec3 diffuse = vec3( 1.0 );\nGeometricContext geometry;\ngeometry.position = mvPosition.xyz;\ngeometry.normal = normalize( transformedNormal );\ngeometry.viewDir = ( isOrthographic ) ? vec3( 0, 0, 1 ) : normalize( -mvPosition.xyz );\nGeometricContext backGeometry;\nbackGeometry.position = geometry.position;\nbackGeometry.normal = -geometry.normal;\nbackGeometry.viewDir = geometry.viewDir;\nvLightFront = vec3( 0.0 );\nvIndirectFront = vec3( 0.0 );\n#ifdef DOUBLE_SIDED\n\tvLightBack = vec3( 0.0 );\n\tvIndirectBack = vec3( 0.0 );\n#endif\nIncidentLight directLight;\nfloat dotNL;\nvec3 directLightColor_Diffuse;\nvIndirectFront += getAmbientLightIrradiance( ambientLightColor );\nvIndirectFront += getLightProbeIrradiance( lightProbe, geometry );\n#ifdef DOUBLE_SIDED\n\tvIndirectBack += getAmbientLightIrradiance( ambientLightColor );\n\tvIndirectBack += getLightProbeIrradiance( lightProbe, backGeometry );\n#endif\n#if NUM_POINT_LIGHTS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_POINT_LIGHTS; i ++ ) {\n\t\tgetPointDirectLightIrradiance( pointLights[ i ], geometry, directLight );\n\t\tdotNL = dot( geometry.normal, directLight.direction );\n\t\tdirectLightColor_Diffuse = PI * directLight.color;\n\t\tvLightFront += saturate( dotNL ) * directLightColor_Diffuse;\n\t\t#ifdef DOUBLE_SIDED\n\t\t\tvLightBack += saturate( -dotNL ) * directLightColor_Diffuse;\n\t\t#endif\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if NUM_SPOT_LIGHTS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_SPOT_LIGHTS; i ++ ) {\n\t\tgetSpotDirectLightIrradiance( spotLights[ i ], geometry, directLight );\n\t\tdotNL = dot( geometry.normal, directLight.direction );\n\t\tdirectLightColor_Diffuse = PI * directLight.color;\n\t\tvLightFront += saturate( dotNL ) * directLightColor_Diffuse;\n\t\t#ifdef DOUBLE_SIDED\n\t\t\tvLightBack += saturate( -dotNL ) * directLightColor_Diffuse;\n\t\t#endif\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if NUM_DIR_LIGHTS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_DIR_LIGHTS; i ++ ) {\n\t\tgetDirectionalDirectLightIrradiance( directionalLights[ i ], geometry, directLight );\n\t\tdotNL = dot( geometry.normal, directLight.direction );\n\t\tdirectLightColor_Diffuse = PI * directLight.color;\n\t\tvLightFront += saturate( dotNL ) * directLightColor_Diffuse;\n\t\t#ifdef DOUBLE_SIDED\n\t\t\tvLightBack += saturate( -dotNL ) * directLightColor_Diffuse;\n\t\t#endif\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if NUM_HEMI_LIGHTS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_HEMI_LIGHTS; i ++ ) {\n\t\tvIndirectFront += getHemisphereLightIrradiance( hemisphereLights[ i ], geometry );\n\t\t#ifdef DOUBLE_SIDED\n\t\t\tvIndirectBack += getHemisphereLightIrradiance( hemisphereLights[ i ], backGeometry );\n\t\t#endif\n\t}\n\t#pragma unroll_loop_end\n#endif",lights_pars_begin:"uniform bool receiveShadow;\nuniform vec3 ambientLightColor;\nuniform vec3 lightProbe[ 9 ];\nvec3 shGetIrradianceAt( in vec3 normal, in vec3 shCoefficients[ 9 ] ) {\n\tfloat x = normal.x, y = normal.y, z = normal.z;\n\tvec3 result = shCoefficients[ 0 ] * 0.886227;\n\tresult += shCoefficients[ 1 ] * 2.0 * 0.511664 * y;\n\tresult += shCoefficients[ 2 ] * 2.0 * 0.511664 * z;\n\tresult += shCoefficients[ 3 ] * 2.0 * 0.511664 * x;\n\tresult += shCoefficients[ 4 ] * 2.0 * 0.429043 * x * y;\n\tresult += shCoefficients[ 5 ] * 2.0 * 0.429043 * y * z;\n\tresult += shCoefficients[ 6 ] * ( 0.743125 * z * z - 0.247708 );\n\tresult += shCoefficients[ 7 ] * 2.0 * 0.429043 * x * z;\n\tresult += shCoefficients[ 8 ] * 0.429043 * ( x * x - y * y );\n\treturn result;\n}\nvec3 getLightProbeIrradiance( const in vec3 lightProbe[ 9 ], const in GeometricContext geometry ) {\n\tvec3 worldNormal = inverseTransformDirection( geometry.normal, viewMatrix );\n\tvec3 irradiance = shGetIrradianceAt( worldNormal, lightProbe );\n\treturn irradiance;\n}\nvec3 getAmbientLightIrradiance( const in vec3 ambientLightColor ) {\n\tvec3 irradiance = ambientLightColor;\n\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\tirradiance *= PI;\n\t#endif\n\treturn irradiance;\n}\n#if NUM_DIR_LIGHTS > 0\n\tstruct DirectionalLight {\n\t\tvec3 direction;\n\t\tvec3 color;\n\t};\n\tuniform DirectionalLight directionalLights[ NUM_DIR_LIGHTS ];\n\tvoid getDirectionalDirectLightIrradiance( const in DirectionalLight directionalLight, const in GeometricContext geometry, out IncidentLight directLight ) {\n\t\tdirectLight.color = directionalLight.color;\n\t\tdirectLight.direction = directionalLight.direction;\n\t\tdirectLight.visible = true;\n\t}\n#endif\n#if NUM_POINT_LIGHTS > 0\n\tstruct PointLight {\n\t\tvec3 position;\n\t\tvec3 color;\n\t\tfloat distance;\n\t\tfloat decay;\n\t};\n\tuniform PointLight pointLights[ NUM_POINT_LIGHTS ];\n\tvoid getPointDirectLightIrradiance( const in PointLight pointLight, const in GeometricContext geometry, out IncidentLight directLight ) {\n\t\tvec3 lVector = pointLight.position - geometry.position;\n\t\tdirectLight.direction = normalize( lVector );\n\t\tfloat lightDistance = length( lVector );\n\t\tdirectLight.color = pointLight.color;\n\t\tdirectLight.color *= punctualLightIntensityToIrradianceFactor( lightDistance, pointLight.distance, pointLight.decay );\n\t\tdirectLight.visible = ( directLight.color != vec3( 0.0 ) );\n\t}\n#endif\n#if NUM_SPOT_LIGHTS > 0\n\tstruct SpotLight {\n\t\tvec3 position;\n\t\tvec3 direction;\n\t\tvec3 color;\n\t\tfloat distance;\n\t\tfloat decay;\n\t\tfloat coneCos;\n\t\tfloat penumbraCos;\n\t};\n\tuniform SpotLight spotLights[ NUM_SPOT_LIGHTS ];\n\tvoid getSpotDirectLightIrradiance( const in SpotLight spotLight, const in GeometricContext geometry, out IncidentLight directLight ) {\n\t\tvec3 lVector = spotLight.position - geometry.position;\n\t\tdirectLight.direction = normalize( lVector );\n\t\tfloat lightDistance = length( lVector );\n\t\tfloat angleCos = dot( directLight.direction, spotLight.direction );\n\t\tif ( angleCos > spotLight.coneCos ) {\n\t\t\tfloat spotEffect = smoothstep( spotLight.coneCos, spotLight.penumbraCos, angleCos );\n\t\t\tdirectLight.color = spotLight.color;\n\t\t\tdirectLight.color *= spotEffect * punctualLightIntensityToIrradianceFactor( lightDistance, spotLight.distance, spotLight.decay );\n\t\t\tdirectLight.visible = true;\n\t\t} else {\n\t\t\tdirectLight.color = vec3( 0.0 );\n\t\t\tdirectLight.visible = false;\n\t\t}\n\t}\n#endif\n#if NUM_RECT_AREA_LIGHTS > 0\n\tstruct RectAreaLight {\n\t\tvec3 color;\n\t\tvec3 position;\n\t\tvec3 halfWidth;\n\t\tvec3 halfHeight;\n\t};\n\tuniform sampler2D ltc_1;\tuniform sampler2D ltc_2;\n\tuniform RectAreaLight rectAreaLights[ NUM_RECT_AREA_LIGHTS ];\n#endif\n#if NUM_HEMI_LIGHTS > 0\n\tstruct HemisphereLight {\n\t\tvec3 direction;\n\t\tvec3 skyColor;\n\t\tvec3 groundColor;\n\t};\n\tuniform HemisphereLight hemisphereLights[ NUM_HEMI_LIGHTS ];\n\tvec3 getHemisphereLightIrradiance( const in HemisphereLight hemiLight, const in GeometricContext geometry ) {\n\t\tfloat dotNL = dot( geometry.normal, hemiLight.direction );\n\t\tfloat hemiDiffuseWeight = 0.5 * dotNL + 0.5;\n\t\tvec3 irradiance = mix( hemiLight.groundColor, hemiLight.skyColor, hemiDiffuseWeight );\n\t\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\t\tirradiance *= PI;\n\t\t#endif\n\t\treturn irradiance;\n\t}\n#endif",lights_toon_fragment:"ToonMaterial material;\nmaterial.diffuseColor = diffuseColor.rgb;",lights_toon_pars_fragment:"varying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\nstruct ToonMaterial {\n\tvec3 diffuseColor;\n};\nvoid RE_Direct_Toon( const in IncidentLight directLight, const in GeometricContext geometry, const in ToonMaterial material, inout ReflectedLight reflectedLight ) {\n\tvec3 irradiance = getGradientIrradiance( geometry.normal, directLight.direction ) * directLight.color;\n\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\tirradiance *= PI;\n\t#endif\n\treflectedLight.directDiffuse += irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n}\nvoid RE_IndirectDiffuse_Toon( const in vec3 irradiance, const in GeometricContext geometry, const in ToonMaterial material, inout ReflectedLight reflectedLight ) {\n\treflectedLight.indirectDiffuse += irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n}\n#define RE_Direct\t\t\t\tRE_Direct_Toon\n#define RE_IndirectDiffuse\t\tRE_IndirectDiffuse_Toon\n#define Material_LightProbeLOD( material )\t(0)",lights_phong_fragment:"BlinnPhongMaterial material;\nmaterial.diffuseColor = diffuseColor.rgb;\nmaterial.specularColor = specular;\nmaterial.specularShininess = shininess;\nmaterial.specularStrength = specularStrength;",lights_phong_pars_fragment:"varying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\nstruct BlinnPhongMaterial {\n\tvec3 diffuseColor;\n\tvec3 specularColor;\n\tfloat specularShininess;\n\tfloat specularStrength;\n};\nvoid RE_Direct_BlinnPhong( const in IncidentLight directLight, const in GeometricContext geometry, const in BlinnPhongMaterial material, inout ReflectedLight reflectedLight ) {\n\tfloat dotNL = saturate( dot( geometry.normal, directLight.direction ) );\n\tvec3 irradiance = dotNL * directLight.color;\n\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\tirradiance *= PI;\n\t#endif\n\treflectedLight.directDiffuse += irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n\treflectedLight.directSpecular += irradiance * BRDF_Specular_BlinnPhong( directLight, geometry, material.specularColor, material.specularShininess ) * material.specularStrength;\n}\nvoid RE_IndirectDiffuse_BlinnPhong( const in vec3 irradiance, const in GeometricContext geometry, const in BlinnPhongMaterial material, inout ReflectedLight reflectedLight ) {\n\treflectedLight.indirectDiffuse += irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n}\n#define RE_Direct\t\t\t\tRE_Direct_BlinnPhong\n#define RE_IndirectDiffuse\t\tRE_IndirectDiffuse_BlinnPhong\n#define Material_LightProbeLOD( material )\t(0)",lights_physical_fragment:"PhysicalMaterial material;\nmaterial.diffuseColor = diffuseColor.rgb * ( 1.0 - metalnessFactor );\nvec3 dxy = max( abs( dFdx( geometryNormal ) ), abs( dFdy( geometryNormal ) ) );\nfloat geometryRoughness = max( max( dxy.x, dxy.y ), dxy.z );\nmaterial.specularRoughness = max( roughnessFactor, 0.0525 );material.specularRoughness += geometryRoughness;\nmaterial.specularRoughness = min( material.specularRoughness, 1.0 );\n#ifdef REFLECTIVITY\n\tmaterial.specularColor = mix( vec3( MAXIMUM_SPECULAR_COEFFICIENT * pow2( reflectivity ) ), diffuseColor.rgb, metalnessFactor );\n#else\n\tmaterial.specularColor = mix( vec3( DEFAULT_SPECULAR_COEFFICIENT ), diffuseColor.rgb, metalnessFactor );\n#endif\n#ifdef CLEARCOAT\n\tmaterial.clearcoat = clearcoat;\n\tmaterial.clearcoatRoughness = clearcoatRoughness;\n\t#ifdef USE_CLEARCOATMAP\n\t\tmaterial.clearcoat *= texture2D( clearcoatMap, vUv ).x;\n\t#endif\n\t#ifdef USE_CLEARCOAT_ROUGHNESSMAP\n\t\tmaterial.clearcoatRoughness *= texture2D( clearcoatRoughnessMap, vUv ).y;\n\t#endif\n\tmaterial.clearcoat = saturate( material.clearcoat );\tmaterial.clearcoatRoughness = max( material.clearcoatRoughness, 0.0525 );\n\tmaterial.clearcoatRoughness += geometryRoughness;\n\tmaterial.clearcoatRoughness = min( material.clearcoatRoughness, 1.0 );\n#endif\n#ifdef USE_SHEEN\n\tmaterial.sheenColor = sheen;\n#endif",lights_physical_pars_fragment:"struct PhysicalMaterial {\n\tvec3 diffuseColor;\n\tfloat specularRoughness;\n\tvec3 specularColor;\n#ifdef CLEARCOAT\n\tfloat clearcoat;\n\tfloat clearcoatRoughness;\n#endif\n#ifdef USE_SHEEN\n\tvec3 sheenColor;\n#endif\n};\n#define MAXIMUM_SPECULAR_COEFFICIENT 0.16\n#define DEFAULT_SPECULAR_COEFFICIENT 0.04\nfloat clearcoatDHRApprox( const in float roughness, const in float dotNL ) {\n\treturn DEFAULT_SPECULAR_COEFFICIENT + ( 1.0 - DEFAULT_SPECULAR_COEFFICIENT ) * ( pow( 1.0 - dotNL, 5.0 ) * pow( 1.0 - roughness, 2.0 ) );\n}\n#if NUM_RECT_AREA_LIGHTS > 0\n\tvoid RE_Direct_RectArea_Physical( const in RectAreaLight rectAreaLight, const in GeometricContext geometry, const in PhysicalMaterial material, inout ReflectedLight reflectedLight ) {\n\t\tvec3 normal = geometry.normal;\n\t\tvec3 viewDir = geometry.viewDir;\n\t\tvec3 position = geometry.position;\n\t\tvec3 lightPos = rectAreaLight.position;\n\t\tvec3 halfWidth = rectAreaLight.halfWidth;\n\t\tvec3 halfHeight = rectAreaLight.halfHeight;\n\t\tvec3 lightColor = rectAreaLight.color;\n\t\tfloat roughness = material.specularRoughness;\n\t\tvec3 rectCoords[ 4 ];\n\t\trectCoords[ 0 ] = lightPos + halfWidth - halfHeight;\t\trectCoords[ 1 ] = lightPos - halfWidth - halfHeight;\n\t\trectCoords[ 2 ] = lightPos - halfWidth + halfHeight;\n\t\trectCoords[ 3 ] = lightPos + halfWidth + halfHeight;\n\t\tvec2 uv = LTC_Uv( normal, viewDir, roughness );\n\t\tvec4 t1 = texture2D( ltc_1, uv );\n\t\tvec4 t2 = texture2D( ltc_2, uv );\n\t\tmat3 mInv = mat3(\n\t\t\tvec3( t1.x, 0, t1.y ),\n\t\t\tvec3(\t\t0, 1,\t\t0 ),\n\t\t\tvec3( t1.z, 0, t1.w )\n\t\t);\n\t\tvec3 fresnel = ( material.specularColor * t2.x + ( vec3( 1.0 ) - material.specularColor ) * t2.y );\n\t\treflectedLight.directSpecular += lightColor * fresnel * LTC_Evaluate( normal, viewDir, position, mInv, rectCoords );\n\t\treflectedLight.directDiffuse += lightColor * material.diffuseColor * LTC_Evaluate( normal, viewDir, position, mat3( 1.0 ), rectCoords );\n\t}\n#endif\nvoid RE_Direct_Physical( const in IncidentLight directLight, const in GeometricContext geometry, const in PhysicalMaterial material, inout ReflectedLight reflectedLight ) {\n\tfloat dotNL = saturate( dot( geometry.normal, directLight.direction ) );\n\tvec3 irradiance = dotNL * directLight.color;\n\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\tirradiance *= PI;\n\t#endif\n\t#ifdef CLEARCOAT\n\t\tfloat ccDotNL = saturate( dot( geometry.clearcoatNormal, directLight.direction ) );\n\t\tvec3 ccIrradiance = ccDotNL * directLight.color;\n\t\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\t\tccIrradiance *= PI;\n\t\t#endif\n\t\tfloat clearcoatDHR = material.clearcoat * clearcoatDHRApprox( material.clearcoatRoughness, ccDotNL );\n\t\treflectedLight.directSpecular += ccIrradiance * material.clearcoat * BRDF_Specular_GGX( directLight, geometry.viewDir, geometry.clearcoatNormal, vec3( DEFAULT_SPECULAR_COEFFICIENT ), material.clearcoatRoughness );\n\t#else\n\t\tfloat clearcoatDHR = 0.0;\n\t#endif\n\t#ifdef USE_SHEEN\n\t\treflectedLight.directSpecular += ( 1.0 - clearcoatDHR ) * irradiance * BRDF_Specular_Sheen(\n\t\t\tmaterial.specularRoughness,\n\t\t\tdirectLight.direction,\n\t\t\tgeometry,\n\t\t\tmaterial.sheenColor\n\t\t);\n\t#else\n\t\treflectedLight.directSpecular += ( 1.0 - clearcoatDHR ) * irradiance * BRDF_Specular_GGX( directLight, geometry.viewDir, geometry.normal, material.specularColor, material.specularRoughness);\n\t#endif\n\treflectedLight.directDiffuse += ( 1.0 - clearcoatDHR ) * irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n}\nvoid RE_IndirectDiffuse_Physical( const in vec3 irradiance, const in GeometricContext geometry, const in PhysicalMaterial material, inout ReflectedLight reflectedLight ) {\n\treflectedLight.indirectDiffuse += irradiance * BRDF_Diffuse_Lambert( material.diffuseColor );\n}\nvoid RE_IndirectSpecular_Physical( const in vec3 radiance, const in vec3 irradiance, const in vec3 clearcoatRadiance, const in GeometricContext geometry, const in PhysicalMaterial material, inout ReflectedLight reflectedLight) {\n\t#ifdef CLEARCOAT\n\t\tfloat ccDotNV = saturate( dot( geometry.clearcoatNormal, geometry.viewDir ) );\n\t\treflectedLight.indirectSpecular += clearcoatRadiance * material.clearcoat * BRDF_Specular_GGX_Environment( geometry.viewDir, geometry.clearcoatNormal, vec3( DEFAULT_SPECULAR_COEFFICIENT ), material.clearcoatRoughness );\n\t\tfloat ccDotNL = ccDotNV;\n\t\tfloat clearcoatDHR = material.clearcoat * clearcoatDHRApprox( material.clearcoatRoughness, ccDotNL );\n\t#else\n\t\tfloat clearcoatDHR = 0.0;\n\t#endif\n\tfloat clearcoatInv = 1.0 - clearcoatDHR;\n\tvec3 singleScattering = vec3( 0.0 );\n\tvec3 multiScattering = vec3( 0.0 );\n\tvec3 cosineWeightedIrradiance = irradiance * RECIPROCAL_PI;\n\tBRDF_Specular_Multiscattering_Environment( geometry, material.specularColor, material.specularRoughness, singleScattering, multiScattering );\n\tvec3 diffuse = material.diffuseColor * ( 1.0 - ( singleScattering + multiScattering ) );\n\treflectedLight.indirectSpecular += clearcoatInv * radiance * singleScattering;\n\treflectedLight.indirectSpecular += multiScattering * cosineWeightedIrradiance;\n\treflectedLight.indirectDiffuse += diffuse * cosineWeightedIrradiance;\n}\n#define RE_Direct\t\t\t\tRE_Direct_Physical\n#define RE_Direct_RectArea\t\tRE_Direct_RectArea_Physical\n#define RE_IndirectDiffuse\t\tRE_IndirectDiffuse_Physical\n#define RE_IndirectSpecular\t\tRE_IndirectSpecular_Physical\nfloat computeSpecularOcclusion( const in float dotNV, const in float ambientOcclusion, const in float roughness ) {\n\treturn saturate( pow( dotNV + ambientOcclusion, exp2( - 16.0 * roughness - 1.0 ) ) - 1.0 + ambientOcclusion );\n}",lights_fragment_begin:"\nGeometricContext geometry;\ngeometry.position = - vViewPosition;\ngeometry.normal = normal;\ngeometry.viewDir = ( isOrthographic ) ? vec3( 0, 0, 1 ) : normalize( vViewPosition );\n#ifdef CLEARCOAT\n\tgeometry.clearcoatNormal = clearcoatNormal;\n#endif\nIncidentLight directLight;\n#if ( NUM_POINT_LIGHTS > 0 ) && defined( RE_Direct )\n\tPointLight pointLight;\n\t#if defined( USE_SHADOWMAP ) && NUM_POINT_LIGHT_SHADOWS > 0\n\tPointLightShadow pointLightShadow;\n\t#endif\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_POINT_LIGHTS; i ++ ) {\n\t\tpointLight = pointLights[ i ];\n\t\tgetPointDirectLightIrradiance( pointLight, geometry, directLight );\n\t\t#if defined( USE_SHADOWMAP ) && ( UNROLLED_LOOP_INDEX < NUM_POINT_LIGHT_SHADOWS )\n\t\tpointLightShadow = pointLightShadows[ i ];\n\t\tdirectLight.color *= all( bvec2( directLight.visible, receiveShadow ) ) ? getPointShadow( pointShadowMap[ i ], pointLightShadow.shadowMapSize, pointLightShadow.shadowBias, pointLightShadow.shadowRadius, vPointShadowCoord[ i ], pointLightShadow.shadowCameraNear, pointLightShadow.shadowCameraFar ) : 1.0;\n\t\t#endif\n\t\tRE_Direct( directLight, geometry, material, reflectedLight );\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if ( NUM_SPOT_LIGHTS > 0 ) && defined( RE_Direct )\n\tSpotLight spotLight;\n\t#if defined( USE_SHADOWMAP ) && NUM_SPOT_LIGHT_SHADOWS > 0\n\tSpotLightShadow spotLightShadow;\n\t#endif\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_SPOT_LIGHTS; i ++ ) {\n\t\tspotLight = spotLights[ i ];\n\t\tgetSpotDirectLightIrradiance( spotLight, geometry, directLight );\n\t\t#if defined( USE_SHADOWMAP ) && ( UNROLLED_LOOP_INDEX < NUM_SPOT_LIGHT_SHADOWS )\n\t\tspotLightShadow = spotLightShadows[ i ];\n\t\tdirectLight.color *= all( bvec2( directLight.visible, receiveShadow ) ) ? getShadow( spotShadowMap[ i ], spotLightShadow.shadowMapSize, spotLightShadow.shadowBias, spotLightShadow.shadowRadius, vSpotShadowCoord[ i ] ) : 1.0;\n\t\t#endif\n\t\tRE_Direct( directLight, geometry, material, reflectedLight );\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if ( NUM_DIR_LIGHTS > 0 ) && defined( RE_Direct )\n\tDirectionalLight directionalLight;\n\t#if defined( USE_SHADOWMAP ) && NUM_DIR_LIGHT_SHADOWS > 0\n\tDirectionalLightShadow directionalLightShadow;\n\t#endif\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_DIR_LIGHTS; i ++ ) {\n\t\tdirectionalLight = directionalLights[ i ];\n\t\tgetDirectionalDirectLightIrradiance( directionalLight, geometry, directLight );\n\t\t#if defined( USE_SHADOWMAP ) && ( UNROLLED_LOOP_INDEX < NUM_DIR_LIGHT_SHADOWS )\n\t\tdirectionalLightShadow = directionalLightShadows[ i ];\n\t\tdirectLight.color *= all( bvec2( directLight.visible, receiveShadow ) ) ? getShadow( directionalShadowMap[ i ], directionalLightShadow.shadowMapSize, directionalLightShadow.shadowBias, directionalLightShadow.shadowRadius, vDirectionalShadowCoord[ i ] ) : 1.0;\n\t\t#endif\n\t\tRE_Direct( directLight, geometry, material, reflectedLight );\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if ( NUM_RECT_AREA_LIGHTS > 0 ) && defined( RE_Direct_RectArea )\n\tRectAreaLight rectAreaLight;\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_RECT_AREA_LIGHTS; i ++ ) {\n\t\trectAreaLight = rectAreaLights[ i ];\n\t\tRE_Direct_RectArea( rectAreaLight, geometry, material, reflectedLight );\n\t}\n\t#pragma unroll_loop_end\n#endif\n#if defined( RE_IndirectDiffuse )\n\tvec3 iblIrradiance = vec3( 0.0 );\n\tvec3 irradiance = getAmbientLightIrradiance( ambientLightColor );\n\tirradiance += getLightProbeIrradiance( lightProbe, geometry );\n\t#if ( NUM_HEMI_LIGHTS > 0 )\n\t\t#pragma unroll_loop_start\n\t\tfor ( int i = 0; i < NUM_HEMI_LIGHTS; i ++ ) {\n\t\t\tirradiance += getHemisphereLightIrradiance( hemisphereLights[ i ], geometry );\n\t\t}\n\t\t#pragma unroll_loop_end\n\t#endif\n#endif\n#if defined( RE_IndirectSpecular )\n\tvec3 radiance = vec3( 0.0 );\n\tvec3 clearcoatRadiance = vec3( 0.0 );\n#endif",lights_fragment_maps:"#if defined( RE_IndirectDiffuse )\n\t#ifdef USE_LIGHTMAP\n\t\tvec4 lightMapTexel= texture2D( lightMap, vUv2 );\n\t\tvec3 lightMapIrradiance = lightMapTexelToLinear( lightMapTexel ).rgb * lightMapIntensity;\n\t\t#ifndef PHYSICALLY_CORRECT_LIGHTS\n\t\t\tlightMapIrradiance *= PI;\n\t\t#endif\n\t\tirradiance += lightMapIrradiance;\n\t#endif\n\t#if defined( USE_ENVMAP ) && defined( STANDARD ) && defined( ENVMAP_TYPE_CUBE_UV )\n\t\tiblIrradiance += getLightProbeIndirectIrradiance( geometry, maxMipLevel );\n\t#endif\n#endif\n#if defined( USE_ENVMAP ) && defined( RE_IndirectSpecular )\n\tradiance += getLightProbeIndirectRadiance( geometry.viewDir, geometry.normal, material.specularRoughness, maxMipLevel );\n\t#ifdef CLEARCOAT\n\t\tclearcoatRadiance += getLightProbeIndirectRadiance( geometry.viewDir, geometry.clearcoatNormal, material.clearcoatRoughness, maxMipLevel );\n\t#endif\n#endif",lights_fragment_end:"#if defined( RE_IndirectDiffuse )\n\tRE_IndirectDiffuse( irradiance, geometry, material, reflectedLight );\n#endif\n#if defined( RE_IndirectSpecular )\n\tRE_IndirectSpecular( radiance, iblIrradiance, clearcoatRadiance, geometry, material, reflectedLight );\n#endif",logdepthbuf_fragment:"#if defined( USE_LOGDEPTHBUF ) && defined( USE_LOGDEPTHBUF_EXT )\n\tgl_FragDepthEXT = vIsPerspective == 0.0 ? gl_FragCoord.z : log2( vFragDepth ) * logDepthBufFC * 0.5;\n#endif",logdepthbuf_pars_fragment:"#if defined( USE_LOGDEPTHBUF ) && defined( USE_LOGDEPTHBUF_EXT )\n\tuniform float logDepthBufFC;\n\tvarying float vFragDepth;\n\tvarying float vIsPerspective;\n#endif",logdepthbuf_pars_vertex:"#ifdef USE_LOGDEPTHBUF\n\t#ifdef USE_LOGDEPTHBUF_EXT\n\t\tvarying float vFragDepth;\n\t\tvarying float vIsPerspective;\n\t#else\n\t\tuniform float logDepthBufFC;\n\t#endif\n#endif",logdepthbuf_vertex:"#ifdef USE_LOGDEPTHBUF\n\t#ifdef USE_LOGDEPTHBUF_EXT\n\t\tvFragDepth = 1.0 + gl_Position.w;\n\t\tvIsPerspective = float( isPerspectiveMatrix( projectionMatrix ) );\n\t#else\n\t\tif ( isPerspectiveMatrix( projectionMatrix ) ) {\n\t\t\tgl_Position.z = log2( max( EPSILON, gl_Position.w + 1.0 ) ) * logDepthBufFC - 1.0;\n\t\t\tgl_Position.z *= gl_Position.w;\n\t\t}\n\t#endif\n#endif",map_fragment:"#ifdef USE_MAP\n\tvec4 texelColor = texture2D( map, vUv );\n\ttexelColor = mapTexelToLinear( texelColor );\n\tdiffuseColor *= texelColor;\n#endif",map_pars_fragment:"#ifdef USE_MAP\n\tuniform sampler2D map;\n#endif",map_particle_fragment:"#if defined( USE_MAP ) || defined( USE_ALPHAMAP )\n\tvec2 uv = ( uvTransform * vec3( gl_PointCoord.x, 1.0 - gl_PointCoord.y, 1 ) ).xy;\n#endif\n#ifdef USE_MAP\n\tvec4 mapTexel = texture2D( map, uv );\n\tdiffuseColor *= mapTexelToLinear( mapTexel );\n#endif\n#ifdef USE_ALPHAMAP\n\tdiffuseColor.a *= texture2D( alphaMap, uv ).g;\n#endif",map_particle_pars_fragment:"#if defined( USE_MAP ) || defined( USE_ALPHAMAP )\n\tuniform mat3 uvTransform;\n#endif\n#ifdef USE_MAP\n\tuniform sampler2D map;\n#endif\n#ifdef USE_ALPHAMAP\n\tuniform sampler2D alphaMap;\n#endif",metalnessmap_fragment:"float metalnessFactor = metalness;\n#ifdef USE_METALNESSMAP\n\tvec4 texelMetalness = texture2D( metalnessMap, vUv );\n\tmetalnessFactor *= texelMetalness.b;\n#endif",metalnessmap_pars_fragment:"#ifdef USE_METALNESSMAP\n\tuniform sampler2D metalnessMap;\n#endif",morphnormal_vertex:"#ifdef USE_MORPHNORMALS\n\tobjectNormal *= morphTargetBaseInfluence;\n\tobjectNormal += morphNormal0 * morphTargetInfluences[ 0 ];\n\tobjectNormal += morphNormal1 * morphTargetInfluences[ 1 ];\n\tobjectNormal += morphNormal2 * morphTargetInfluences[ 2 ];\n\tobjectNormal += morphNormal3 * morphTargetInfluences[ 3 ];\n#endif",morphtarget_pars_vertex:"#ifdef USE_MORPHTARGETS\n\tuniform float morphTargetBaseInfluence;\n\t#ifndef USE_MORPHNORMALS\n\t\tuniform float morphTargetInfluences[ 8 ];\n\t#else\n\t\tuniform float morphTargetInfluences[ 4 ];\n\t#endif\n#endif",morphtarget_vertex:"#ifdef USE_MORPHTARGETS\n\ttransformed *= morphTargetBaseInfluence;\n\ttransformed += morphTarget0 * morphTargetInfluences[ 0 ];\n\ttransformed += morphTarget1 * morphTargetInfluences[ 1 ];\n\ttransformed += morphTarget2 * morphTargetInfluences[ 2 ];\n\ttransformed += morphTarget3 * morphTargetInfluences[ 3 ];\n\t#ifndef USE_MORPHNORMALS\n\t\ttransformed += morphTarget4 * morphTargetInfluences[ 4 ];\n\t\ttransformed += morphTarget5 * morphTargetInfluences[ 5 ];\n\t\ttransformed += morphTarget6 * morphTargetInfluences[ 6 ];\n\t\ttransformed += morphTarget7 * morphTargetInfluences[ 7 ];\n\t#endif\n#endif",normal_fragment_begin:"float faceDirection = gl_FrontFacing ? 1.0 : - 1.0;\n#ifdef FLAT_SHADED\n\tvec3 fdx = vec3( dFdx( vViewPosition.x ), dFdx( vViewPosition.y ), dFdx( vViewPosition.z ) );\n\tvec3 fdy = vec3( dFdy( vViewPosition.x ), dFdy( vViewPosition.y ), dFdy( vViewPosition.z ) );\n\tvec3 normal = normalize( cross( fdx, fdy ) );\n#else\n\tvec3 normal = normalize( vNormal );\n\t#ifdef DOUBLE_SIDED\n\t\tnormal = normal * faceDirection;\n\t#endif\n\t#ifdef USE_TANGENT\n\t\tvec3 tangent = normalize( vTangent );\n\t\tvec3 bitangent = normalize( vBitangent );\n\t\t#ifdef DOUBLE_SIDED\n\t\t\ttangent = tangent * faceDirection;\n\t\t\tbitangent = bitangent * faceDirection;\n\t\t#endif\n\t\t#if defined( TANGENTSPACE_NORMALMAP ) || defined( USE_CLEARCOAT_NORMALMAP )\n\t\t\tmat3 vTBN = mat3( tangent, bitangent, normal );\n\t\t#endif\n\t#endif\n#endif\nvec3 geometryNormal = normal;",normal_fragment_maps:"#ifdef OBJECTSPACE_NORMALMAP\n\tnormal = texture2D( normalMap, vUv ).xyz * 2.0 - 1.0;\n\t#ifdef FLIP_SIDED\n\t\tnormal = - normal;\n\t#endif\n\t#ifdef DOUBLE_SIDED\n\t\tnormal = normal * faceDirection;\n\t#endif\n\tnormal = normalize( normalMatrix * normal );\n#elif defined( TANGENTSPACE_NORMALMAP )\n\tvec3 mapN = texture2D( normalMap, vUv ).xyz * 2.0 - 1.0;\n\tmapN.xy *= normalScale;\n\t#ifdef USE_TANGENT\n\t\tnormal = normalize( vTBN * mapN );\n\t#else\n\t\tnormal = perturbNormal2Arb( -vViewPosition, normal, mapN, faceDirection );\n\t#endif\n#elif defined( USE_BUMPMAP )\n\tnormal = perturbNormalArb( -vViewPosition, normal, dHdxy_fwd(), faceDirection );\n#endif",normalmap_pars_fragment:"#ifdef USE_NORMALMAP\n\tuniform sampler2D normalMap;\n\tuniform vec2 normalScale;\n#endif\n#ifdef OBJECTSPACE_NORMALMAP\n\tuniform mat3 normalMatrix;\n#endif\n#if ! defined ( USE_TANGENT ) && ( defined ( TANGENTSPACE_NORMALMAP ) || defined ( USE_CLEARCOAT_NORMALMAP ) )\n\tvec3 perturbNormal2Arb( vec3 eye_pos, vec3 surf_norm, vec3 mapN, float faceDirection ) {\n\t\tvec3 q0 = vec3( dFdx( eye_pos.x ), dFdx( eye_pos.y ), dFdx( eye_pos.z ) );\n\t\tvec3 q1 = vec3( dFdy( eye_pos.x ), dFdy( eye_pos.y ), dFdy( eye_pos.z ) );\n\t\tvec2 st0 = dFdx( vUv.st );\n\t\tvec2 st1 = dFdy( vUv.st );\n\t\tvec3 N = surf_norm;\n\t\tvec3 q1perp = cross( q1, N );\n\t\tvec3 q0perp = cross( N, q0 );\n\t\tvec3 T = q1perp * st0.x + q0perp * st1.x;\n\t\tvec3 B = q1perp * st0.y + q0perp * st1.y;\n\t\tfloat det = max( dot( T, T ), dot( B, B ) );\n\t\tfloat scale = ( det == 0.0 ) ? 0.0 : faceDirection * inversesqrt( det );\n\t\treturn normalize( T * ( mapN.x * scale ) + B * ( mapN.y * scale ) + N * mapN.z );\n\t}\n#endif",clearcoat_normal_fragment_begin:"#ifdef CLEARCOAT\n\tvec3 clearcoatNormal = geometryNormal;\n#endif",clearcoat_normal_fragment_maps:"#ifdef USE_CLEARCOAT_NORMALMAP\n\tvec3 clearcoatMapN = texture2D( clearcoatNormalMap, vUv ).xyz * 2.0 - 1.0;\n\tclearcoatMapN.xy *= clearcoatNormalScale;\n\t#ifdef USE_TANGENT\n\t\tclearcoatNormal = normalize( vTBN * clearcoatMapN );\n\t#else\n\t\tclearcoatNormal = perturbNormal2Arb( - vViewPosition, clearcoatNormal, clearcoatMapN, faceDirection );\n\t#endif\n#endif",clearcoat_pars_fragment:"#ifdef USE_CLEARCOATMAP\n\tuniform sampler2D clearcoatMap;\n#endif\n#ifdef USE_CLEARCOAT_ROUGHNESSMAP\n\tuniform sampler2D clearcoatRoughnessMap;\n#endif\n#ifdef USE_CLEARCOAT_NORMALMAP\n\tuniform sampler2D clearcoatNormalMap;\n\tuniform vec2 clearcoatNormalScale;\n#endif",packing:"vec3 packNormalToRGB( const in vec3 normal ) {\n\treturn normalize( normal ) * 0.5 + 0.5;\n}\nvec3 unpackRGBToNormal( const in vec3 rgb ) {\n\treturn 2.0 * rgb.xyz - 1.0;\n}\nconst float PackUpscale = 256. / 255.;const float UnpackDownscale = 255. / 256.;\nconst vec3 PackFactors = vec3( 256. * 256. * 256., 256. * 256., 256. );\nconst vec4 UnpackFactors = UnpackDownscale / vec4( PackFactors, 1. );\nconst float ShiftRight8 = 1. / 256.;\nvec4 packDepthToRGBA( const in float v ) {\n\tvec4 r = vec4( fract( v * PackFactors ), v );\n\tr.yzw -= r.xyz * ShiftRight8;\treturn r * PackUpscale;\n}\nfloat unpackRGBAToDepth( const in vec4 v ) {\n\treturn dot( v, UnpackFactors );\n}\nvec4 pack2HalfToRGBA( vec2 v ) {\n\tvec4 r = vec4( v.x, fract( v.x * 255.0 ), v.y, fract( v.y * 255.0 ));\n\treturn vec4( r.x - r.y / 255.0, r.y, r.z - r.w / 255.0, r.w);\n}\nvec2 unpackRGBATo2Half( vec4 v ) {\n\treturn vec2( v.x + ( v.y / 255.0 ), v.z + ( v.w / 255.0 ) );\n}\nfloat viewZToOrthographicDepth( const in float viewZ, const in float near, const in float far ) {\n\treturn ( viewZ + near ) / ( near - far );\n}\nfloat orthographicDepthToViewZ( const in float linearClipZ, const in float near, const in float far ) {\n\treturn linearClipZ * ( near - far ) - near;\n}\nfloat viewZToPerspectiveDepth( const in float viewZ, const in float near, const in float far ) {\n\treturn (( near + viewZ ) * far ) / (( far - near ) * viewZ );\n}\nfloat perspectiveDepthToViewZ( const in float invClipZ, const in float near, const in float far ) {\n\treturn ( near * far ) / ( ( far - near ) * invClipZ - far );\n}",premultiplied_alpha_fragment:"#ifdef PREMULTIPLIED_ALPHA\n\tgl_FragColor.rgb *= gl_FragColor.a;\n#endif",project_vertex:"vec4 mvPosition = vec4( transformed, 1.0 );\n#ifdef USE_INSTANCING\n\tmvPosition = instanceMatrix * mvPosition;\n#endif\nmvPosition = modelViewMatrix * mvPosition;\ngl_Position = projectionMatrix * mvPosition;",dithering_fragment:"#ifdef DITHERING\n\tgl_FragColor.rgb = dithering( gl_FragColor.rgb );\n#endif",dithering_pars_fragment:"#ifdef DITHERING\n\tvec3 dithering( vec3 color ) {\n\t\tfloat grid_position = rand( gl_FragCoord.xy );\n\t\tvec3 dither_shift_RGB = vec3( 0.25 / 255.0, -0.25 / 255.0, 0.25 / 255.0 );\n\t\tdither_shift_RGB = mix( 2.0 * dither_shift_RGB, -2.0 * dither_shift_RGB, grid_position );\n\t\treturn color + dither_shift_RGB;\n\t}\n#endif",roughnessmap_fragment:"float roughnessFactor = roughness;\n#ifdef USE_ROUGHNESSMAP\n\tvec4 texelRoughness = texture2D( roughnessMap, vUv );\n\troughnessFactor *= texelRoughness.g;\n#endif",roughnessmap_pars_fragment:"#ifdef USE_ROUGHNESSMAP\n\tuniform sampler2D roughnessMap;\n#endif",shadowmap_pars_fragment:"#ifdef USE_SHADOWMAP\n\t#if NUM_DIR_LIGHT_SHADOWS > 0\n\t\tuniform sampler2D directionalShadowMap[ NUM_DIR_LIGHT_SHADOWS ];\n\t\tvarying vec4 vDirectionalShadowCoord[ NUM_DIR_LIGHT_SHADOWS ];\n\t\tstruct DirectionalLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t};\n\t\tuniform DirectionalLightShadow directionalLightShadows[ NUM_DIR_LIGHT_SHADOWS ];\n\t#endif\n\t#if NUM_SPOT_LIGHT_SHADOWS > 0\n\t\tuniform sampler2D spotShadowMap[ NUM_SPOT_LIGHT_SHADOWS ];\n\t\tvarying vec4 vSpotShadowCoord[ NUM_SPOT_LIGHT_SHADOWS ];\n\t\tstruct SpotLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t};\n\t\tuniform SpotLightShadow spotLightShadows[ NUM_SPOT_LIGHT_SHADOWS ];\n\t#endif\n\t#if NUM_POINT_LIGHT_SHADOWS > 0\n\t\tuniform sampler2D pointShadowMap[ NUM_POINT_LIGHT_SHADOWS ];\n\t\tvarying vec4 vPointShadowCoord[ NUM_POINT_LIGHT_SHADOWS ];\n\t\tstruct PointLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t\tfloat shadowCameraNear;\n\t\t\tfloat shadowCameraFar;\n\t\t};\n\t\tuniform PointLightShadow pointLightShadows[ NUM_POINT_LIGHT_SHADOWS ];\n\t#endif\n\tfloat texture2DCompare( sampler2D depths, vec2 uv, float compare ) {\n\t\treturn step( compare, unpackRGBAToDepth( texture2D( depths, uv ) ) );\n\t}\n\tvec2 texture2DDistribution( sampler2D shadow, vec2 uv ) {\n\t\treturn unpackRGBATo2Half( texture2D( shadow, uv ) );\n\t}\n\tfloat VSMShadow (sampler2D shadow, vec2 uv, float compare ){\n\t\tfloat occlusion = 1.0;\n\t\tvec2 distribution = texture2DDistribution( shadow, uv );\n\t\tfloat hard_shadow = step( compare , distribution.x );\n\t\tif (hard_shadow != 1.0 ) {\n\t\t\tfloat distance = compare - distribution.x ;\n\t\t\tfloat variance = max( 0.00000, distribution.y * distribution.y );\n\t\t\tfloat softness_probability = variance / (variance + distance * distance );\t\t\tsoftness_probability = clamp( ( softness_probability - 0.3 ) / ( 0.95 - 0.3 ), 0.0, 1.0 );\t\t\tocclusion = clamp( max( hard_shadow, softness_probability ), 0.0, 1.0 );\n\t\t}\n\t\treturn occlusion;\n\t}\n\tfloat getShadow( sampler2D shadowMap, vec2 shadowMapSize, float shadowBias, float shadowRadius, vec4 shadowCoord ) {\n\t\tfloat shadow = 1.0;\n\t\tshadowCoord.xyz /= shadowCoord.w;\n\t\tshadowCoord.z += shadowBias;\n\t\tbvec4 inFrustumVec = bvec4 ( shadowCoord.x >= 0.0, shadowCoord.x <= 1.0, shadowCoord.y >= 0.0, shadowCoord.y <= 1.0 );\n\t\tbool inFrustum = all( inFrustumVec );\n\t\tbvec2 frustumTestVec = bvec2( inFrustum, shadowCoord.z <= 1.0 );\n\t\tbool frustumTest = all( frustumTestVec );\n\t\tif ( frustumTest ) {\n\t\t#if defined( SHADOWMAP_TYPE_PCF )\n\t\t\tvec2 texelSize = vec2( 1.0 ) / shadowMapSize;\n\t\t\tfloat dx0 = - texelSize.x * shadowRadius;\n\t\t\tfloat dy0 = - texelSize.y * shadowRadius;\n\t\t\tfloat dx1 = + texelSize.x * shadowRadius;\n\t\t\tfloat dy1 = + texelSize.y * shadowRadius;\n\t\t\tfloat dx2 = dx0 / 2.0;\n\t\t\tfloat dy2 = dy0 / 2.0;\n\t\t\tfloat dx3 = dx1 / 2.0;\n\t\t\tfloat dy3 = dy1 / 2.0;\n\t\t\tshadow = (\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx0, dy0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( 0.0, dy0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx1, dy0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx2, dy2 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( 0.0, dy2 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx3, dy2 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx0, 0.0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx2, 0.0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy, shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx3, 0.0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx1, 0.0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx2, dy3 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( 0.0, dy3 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx3, dy3 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx0, dy1 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( 0.0, dy1 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, shadowCoord.xy + vec2( dx1, dy1 ), shadowCoord.z )\n\t\t\t) * ( 1.0 / 17.0 );\n\t\t#elif defined( SHADOWMAP_TYPE_PCF_SOFT )\n\t\t\tvec2 texelSize = vec2( 1.0 ) / shadowMapSize;\n\t\t\tfloat dx = texelSize.x;\n\t\t\tfloat dy = texelSize.y;\n\t\t\tvec2 uv = shadowCoord.xy;\n\t\t\tvec2 f = fract( uv * shadowMapSize + 0.5 );\n\t\t\tuv -= f * texelSize;\n\t\t\tshadow = (\n\t\t\t\ttexture2DCompare( shadowMap, uv, shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, uv + vec2( dx, 0.0 ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, uv + vec2( 0.0, dy ), shadowCoord.z ) +\n\t\t\t\ttexture2DCompare( shadowMap, uv + texelSize, shadowCoord.z ) +\n\t\t\t\tmix( texture2DCompare( shadowMap, uv + vec2( -dx, 0.0 ), shadowCoord.z ), \n\t\t\t\t\t texture2DCompare( shadowMap, uv + vec2( 2.0 * dx, 0.0 ), shadowCoord.z ),\n\t\t\t\t\t f.x ) +\n\t\t\t\tmix( texture2DCompare( shadowMap, uv + vec2( -dx, dy ), shadowCoord.z ), \n\t\t\t\t\t texture2DCompare( shadowMap, uv + vec2( 2.0 * dx, dy ), shadowCoord.z ),\n\t\t\t\t\t f.x ) +\n\t\t\t\tmix( texture2DCompare( shadowMap, uv + vec2( 0.0, -dy ), shadowCoord.z ), \n\t\t\t\t\t texture2DCompare( shadowMap, uv + vec2( 0.0, 2.0 * dy ), shadowCoord.z ),\n\t\t\t\t\t f.y ) +\n\t\t\t\tmix( texture2DCompare( shadowMap, uv + vec2( dx, -dy ), shadowCoord.z ), \n\t\t\t\t\t texture2DCompare( shadowMap, uv + vec2( dx, 2.0 * dy ), shadowCoord.z ),\n\t\t\t\t\t f.y ) +\n\t\t\t\tmix( mix( texture2DCompare( shadowMap, uv + vec2( -dx, -dy ), shadowCoord.z ), \n\t\t\t\t\t\t\ttexture2DCompare( shadowMap, uv + vec2( 2.0 * dx, -dy ), shadowCoord.z ),\n\t\t\t\t\t\t\tf.x ),\n\t\t\t\t\t mix( texture2DCompare( shadowMap, uv + vec2( -dx, 2.0 * dy ), shadowCoord.z ), \n\t\t\t\t\t\t\ttexture2DCompare( shadowMap, uv + vec2( 2.0 * dx, 2.0 * dy ), shadowCoord.z ),\n\t\t\t\t\t\t\tf.x ),\n\t\t\t\t\t f.y )\n\t\t\t) * ( 1.0 / 9.0 );\n\t\t#elif defined( SHADOWMAP_TYPE_VSM )\n\t\t\tshadow = VSMShadow( shadowMap, shadowCoord.xy, shadowCoord.z );\n\t\t#else\n\t\t\tshadow = texture2DCompare( shadowMap, shadowCoord.xy, shadowCoord.z );\n\t\t#endif\n\t\t}\n\t\treturn shadow;\n\t}\n\tvec2 cubeToUV( vec3 v, float texelSizeY ) {\n\t\tvec3 absV = abs( v );\n\t\tfloat scaleToCube = 1.0 / max( absV.x, max( absV.y, absV.z ) );\n\t\tabsV *= scaleToCube;\n\t\tv *= scaleToCube * ( 1.0 - 2.0 * texelSizeY );\n\t\tvec2 planar = v.xy;\n\t\tfloat almostATexel = 1.5 * texelSizeY;\n\t\tfloat almostOne = 1.0 - almostATexel;\n\t\tif ( absV.z >= almostOne ) {\n\t\t\tif ( v.z > 0.0 )\n\t\t\t\tplanar.x = 4.0 - v.x;\n\t\t} else if ( absV.x >= almostOne ) {\n\t\t\tfloat signX = sign( v.x );\n\t\t\tplanar.x = v.z * signX + 2.0 * signX;\n\t\t} else if ( absV.y >= almostOne ) {\n\t\t\tfloat signY = sign( v.y );\n\t\t\tplanar.x = v.x + 2.0 * signY + 2.0;\n\t\t\tplanar.y = v.z * signY - 2.0;\n\t\t}\n\t\treturn vec2( 0.125, 0.25 ) * planar + vec2( 0.375, 0.75 );\n\t}\n\tfloat getPointShadow( sampler2D shadowMap, vec2 shadowMapSize, float shadowBias, float shadowRadius, vec4 shadowCoord, float shadowCameraNear, float shadowCameraFar ) {\n\t\tvec2 texelSize = vec2( 1.0 ) / ( shadowMapSize * vec2( 4.0, 2.0 ) );\n\t\tvec3 lightToPosition = shadowCoord.xyz;\n\t\tfloat dp = ( length( lightToPosition ) - shadowCameraNear ) / ( shadowCameraFar - shadowCameraNear );\t\tdp += shadowBias;\n\t\tvec3 bd3D = normalize( lightToPosition );\n\t\t#if defined( SHADOWMAP_TYPE_PCF ) || defined( SHADOWMAP_TYPE_PCF_SOFT ) || defined( SHADOWMAP_TYPE_VSM )\n\t\t\tvec2 offset = vec2( - 1, 1 ) * shadowRadius * texelSize.y;\n\t\t\treturn (\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.xyy, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.yyy, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.xyx, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.yyx, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.xxy, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.yxy, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.xxx, texelSize.y ), dp ) +\n\t\t\t\ttexture2DCompare( shadowMap, cubeToUV( bd3D + offset.yxx, texelSize.y ), dp )\n\t\t\t) * ( 1.0 / 9.0 );\n\t\t#else\n\t\t\treturn texture2DCompare( shadowMap, cubeToUV( bd3D, texelSize.y ), dp );\n\t\t#endif\n\t}\n#endif",shadowmap_pars_vertex:"#ifdef USE_SHADOWMAP\n\t#if NUM_DIR_LIGHT_SHADOWS > 0\n\t\tuniform mat4 directionalShadowMatrix[ NUM_DIR_LIGHT_SHADOWS ];\n\t\tvarying vec4 vDirectionalShadowCoord[ NUM_DIR_LIGHT_SHADOWS ];\n\t\tstruct DirectionalLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t};\n\t\tuniform DirectionalLightShadow directionalLightShadows[ NUM_DIR_LIGHT_SHADOWS ];\n\t#endif\n\t#if NUM_SPOT_LIGHT_SHADOWS > 0\n\t\tuniform mat4 spotShadowMatrix[ NUM_SPOT_LIGHT_SHADOWS ];\n\t\tvarying vec4 vSpotShadowCoord[ NUM_SPOT_LIGHT_SHADOWS ];\n\t\tstruct SpotLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t};\n\t\tuniform SpotLightShadow spotLightShadows[ NUM_SPOT_LIGHT_SHADOWS ];\n\t#endif\n\t#if NUM_POINT_LIGHT_SHADOWS > 0\n\t\tuniform mat4 pointShadowMatrix[ NUM_POINT_LIGHT_SHADOWS ];\n\t\tvarying vec4 vPointShadowCoord[ NUM_POINT_LIGHT_SHADOWS ];\n\t\tstruct PointLightShadow {\n\t\t\tfloat shadowBias;\n\t\t\tfloat shadowNormalBias;\n\t\t\tfloat shadowRadius;\n\t\t\tvec2 shadowMapSize;\n\t\t\tfloat shadowCameraNear;\n\t\t\tfloat shadowCameraFar;\n\t\t};\n\t\tuniform PointLightShadow pointLightShadows[ NUM_POINT_LIGHT_SHADOWS ];\n\t#endif\n#endif",shadowmap_vertex:"#ifdef USE_SHADOWMAP\n\t#if NUM_DIR_LIGHT_SHADOWS > 0 || NUM_SPOT_LIGHT_SHADOWS > 0 || NUM_POINT_LIGHT_SHADOWS > 0\n\t\tvec3 shadowWorldNormal = inverseTransformDirection( transformedNormal, viewMatrix );\n\t\tvec4 shadowWorldPosition;\n\t#endif\n\t#if NUM_DIR_LIGHT_SHADOWS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_DIR_LIGHT_SHADOWS; i ++ ) {\n\t\tshadowWorldPosition = worldPosition + vec4( shadowWorldNormal * directionalLightShadows[ i ].shadowNormalBias, 0 );\n\t\tvDirectionalShadowCoord[ i ] = directionalShadowMatrix[ i ] * shadowWorldPosition;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n\t#if NUM_SPOT_LIGHT_SHADOWS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_SPOT_LIGHT_SHADOWS; i ++ ) {\n\t\tshadowWorldPosition = worldPosition + vec4( shadowWorldNormal * spotLightShadows[ i ].shadowNormalBias, 0 );\n\t\tvSpotShadowCoord[ i ] = spotShadowMatrix[ i ] * shadowWorldPosition;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n\t#if NUM_POINT_LIGHT_SHADOWS > 0\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_POINT_LIGHT_SHADOWS; i ++ ) {\n\t\tshadowWorldPosition = worldPosition + vec4( shadowWorldNormal * pointLightShadows[ i ].shadowNormalBias, 0 );\n\t\tvPointShadowCoord[ i ] = pointShadowMatrix[ i ] * shadowWorldPosition;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n#endif",shadowmask_pars_fragment:"float getShadowMask() {\n\tfloat shadow = 1.0;\n\t#ifdef USE_SHADOWMAP\n\t#if NUM_DIR_LIGHT_SHADOWS > 0\n\tDirectionalLightShadow directionalLight;\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_DIR_LIGHT_SHADOWS; i ++ ) {\n\t\tdirectionalLight = directionalLightShadows[ i ];\n\t\tshadow *= receiveShadow ? getShadow( directionalShadowMap[ i ], directionalLight.shadowMapSize, directionalLight.shadowBias, directionalLight.shadowRadius, vDirectionalShadowCoord[ i ] ) : 1.0;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n\t#if NUM_SPOT_LIGHT_SHADOWS > 0\n\tSpotLightShadow spotLight;\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_SPOT_LIGHT_SHADOWS; i ++ ) {\n\t\tspotLight = spotLightShadows[ i ];\n\t\tshadow *= receiveShadow ? getShadow( spotShadowMap[ i ], spotLight.shadowMapSize, spotLight.shadowBias, spotLight.shadowRadius, vSpotShadowCoord[ i ] ) : 1.0;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n\t#if NUM_POINT_LIGHT_SHADOWS > 0\n\tPointLightShadow pointLight;\n\t#pragma unroll_loop_start\n\tfor ( int i = 0; i < NUM_POINT_LIGHT_SHADOWS; i ++ ) {\n\t\tpointLight = pointLightShadows[ i ];\n\t\tshadow *= receiveShadow ? getPointShadow( pointShadowMap[ i ], pointLight.shadowMapSize, pointLight.shadowBias, pointLight.shadowRadius, vPointShadowCoord[ i ], pointLight.shadowCameraNear, pointLight.shadowCameraFar ) : 1.0;\n\t}\n\t#pragma unroll_loop_end\n\t#endif\n\t#endif\n\treturn shadow;\n}",skinbase_vertex:"#ifdef USE_SKINNING\n\tmat4 boneMatX = getBoneMatrix( skinIndex.x );\n\tmat4 boneMatY = getBoneMatrix( skinIndex.y );\n\tmat4 boneMatZ = getBoneMatrix( skinIndex.z );\n\tmat4 boneMatW = getBoneMatrix( skinIndex.w );\n#endif",skinning_pars_vertex:"#ifdef USE_SKINNING\n\tuniform mat4 bindMatrix;\n\tuniform mat4 bindMatrixInverse;\n\t#ifdef BONE_TEXTURE\n\t\tuniform highp sampler2D boneTexture;\n\t\tuniform int boneTextureSize;\n\t\tmat4 getBoneMatrix( const in float i ) {\n\t\t\tfloat j = i * 4.0;\n\t\t\tfloat x = mod( j, float( boneTextureSize ) );\n\t\t\tfloat y = floor( j / float( boneTextureSize ) );\n\t\t\tfloat dx = 1.0 / float( boneTextureSize );\n\t\t\tfloat dy = 1.0 / float( boneTextureSize );\n\t\t\ty = dy * ( y + 0.5 );\n\t\t\tvec4 v1 = texture2D( boneTexture, vec2( dx * ( x + 0.5 ), y ) );\n\t\t\tvec4 v2 = texture2D( boneTexture, vec2( dx * ( x + 1.5 ), y ) );\n\t\t\tvec4 v3 = texture2D( boneTexture, vec2( dx * ( x + 2.5 ), y ) );\n\t\t\tvec4 v4 = texture2D( boneTexture, vec2( dx * ( x + 3.5 ), y ) );\n\t\t\tmat4 bone = mat4( v1, v2, v3, v4 );\n\t\t\treturn bone;\n\t\t}\n\t#else\n\t\tuniform mat4 boneMatrices[ MAX_BONES ];\n\t\tmat4 getBoneMatrix( const in float i ) {\n\t\t\tmat4 bone = boneMatrices[ int(i) ];\n\t\t\treturn bone;\n\t\t}\n\t#endif\n#endif",skinning_vertex:"#ifdef USE_SKINNING\n\tvec4 skinVertex = bindMatrix * vec4( transformed, 1.0 );\n\tvec4 skinned = vec4( 0.0 );\n\tskinned += boneMatX * skinVertex * skinWeight.x;\n\tskinned += boneMatY * skinVertex * skinWeight.y;\n\tskinned += boneMatZ * skinVertex * skinWeight.z;\n\tskinned += boneMatW * skinVertex * skinWeight.w;\n\ttransformed = ( bindMatrixInverse * skinned ).xyz;\n#endif",skinnormal_vertex:"#ifdef USE_SKINNING\n\tmat4 skinMatrix = mat4( 0.0 );\n\tskinMatrix += skinWeight.x * boneMatX;\n\tskinMatrix += skinWeight.y * boneMatY;\n\tskinMatrix += skinWeight.z * boneMatZ;\n\tskinMatrix += skinWeight.w * boneMatW;\n\tskinMatrix = bindMatrixInverse * skinMatrix * bindMatrix;\n\tobjectNormal = vec4( skinMatrix * vec4( objectNormal, 0.0 ) ).xyz;\n\t#ifdef USE_TANGENT\n\t\tobjectTangent = vec4( skinMatrix * vec4( objectTangent, 0.0 ) ).xyz;\n\t#endif\n#endif",specularmap_fragment:"float specularStrength;\n#ifdef USE_SPECULARMAP\n\tvec4 texelSpecular = texture2D( specularMap, vUv );\n\tspecularStrength = texelSpecular.r;\n#else\n\tspecularStrength = 1.0;\n#endif",specularmap_pars_fragment:"#ifdef USE_SPECULARMAP\n\tuniform sampler2D specularMap;\n#endif",tonemapping_fragment:"#if defined( TONE_MAPPING )\n\tgl_FragColor.rgb = toneMapping( gl_FragColor.rgb );\n#endif",tonemapping_pars_fragment:"#ifndef saturate\n#define saturate(a) clamp( a, 0.0, 1.0 )\n#endif\nuniform float toneMappingExposure;\nvec3 LinearToneMapping( vec3 color ) {\n\treturn toneMappingExposure * color;\n}\nvec3 ReinhardToneMapping( vec3 color ) {\n\tcolor *= toneMappingExposure;\n\treturn saturate( color / ( vec3( 1.0 ) + color ) );\n}\nvec3 OptimizedCineonToneMapping( vec3 color ) {\n\tcolor *= toneMappingExposure;\n\tcolor = max( vec3( 0.0 ), color - 0.004 );\n\treturn pow( ( color * ( 6.2 * color + 0.5 ) ) / ( color * ( 6.2 * color + 1.7 ) + 0.06 ), vec3( 2.2 ) );\n}\nvec3 RRTAndODTFit( vec3 v ) {\n\tvec3 a = v * ( v + 0.0245786 ) - 0.000090537;\n\tvec3 b = v * ( 0.983729 * v + 0.4329510 ) + 0.238081;\n\treturn a / b;\n}\nvec3 ACESFilmicToneMapping( vec3 color ) {\n\tconst mat3 ACESInputMat = mat3(\n\t\tvec3( 0.59719, 0.07600, 0.02840 ),\t\tvec3( 0.35458, 0.90834, 0.13383 ),\n\t\tvec3( 0.04823, 0.01566, 0.83777 )\n\t);\n\tconst mat3 ACESOutputMat = mat3(\n\t\tvec3(\t1.60475, -0.10208, -0.00327 ),\t\tvec3( -0.53108,\t1.10813, -0.07276 ),\n\t\tvec3( -0.07367, -0.00605,\t1.07602 )\n\t);\n\tcolor *= toneMappingExposure / 0.6;\n\tcolor = ACESInputMat * color;\n\tcolor = RRTAndODTFit( color );\n\tcolor = ACESOutputMat * color;\n\treturn saturate( color );\n}\nvec3 CustomToneMapping( vec3 color ) { return color; }",transmissionmap_fragment:"#ifdef USE_TRANSMISSIONMAP\n\ttotalTransmission *= texture2D( transmissionMap, vUv ).r;\n#endif",transmissionmap_pars_fragment:"#ifdef USE_TRANSMISSIONMAP\n\tuniform sampler2D transmissionMap;\n#endif",uv_pars_fragment:"#if ( defined( USE_UV ) && ! defined( UVS_VERTEX_ONLY ) )\n\tvarying vec2 vUv;\n#endif",uv_pars_vertex:"#ifdef USE_UV\n\t#ifdef UVS_VERTEX_ONLY\n\t\tvec2 vUv;\n\t#else\n\t\tvarying vec2 vUv;\n\t#endif\n\tuniform mat3 uvTransform;\n#endif",uv_vertex:"#ifdef USE_UV\n\tvUv = ( uvTransform * vec3( uv, 1 ) ).xy;\n#endif",uv2_pars_fragment:"#if defined( USE_LIGHTMAP ) || defined( USE_AOMAP )\n\tvarying vec2 vUv2;\n#endif",uv2_pars_vertex:"#if defined( USE_LIGHTMAP ) || defined( USE_AOMAP )\n\tattribute vec2 uv2;\n\tvarying vec2 vUv2;\n\tuniform mat3 uv2Transform;\n#endif",uv2_vertex:"#if defined( USE_LIGHTMAP ) || defined( USE_AOMAP )\n\tvUv2 = ( uv2Transform * vec3( uv2, 1 ) ).xy;\n#endif",worldpos_vertex:"#if defined( USE_ENVMAP ) || defined( DISTANCE ) || defined ( USE_SHADOWMAP )\n\tvec4 worldPosition = vec4( transformed, 1.0 );\n\t#ifdef USE_INSTANCING\n\t\tworldPosition = instanceMatrix * worldPosition;\n\t#endif\n\tworldPosition = modelMatrix * worldPosition;\n#endif",background_frag:"uniform sampler2D t2D;\nvarying vec2 vUv;\nvoid main() {\n\tvec4 texColor = texture2D( t2D, vUv );\n\tgl_FragColor = mapTexelToLinear( texColor );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n}",background_vert:"varying vec2 vUv;\nuniform mat3 uvTransform;\nvoid main() {\n\tvUv = ( uvTransform * vec3( uv, 1 ) ).xy;\n\tgl_Position = vec4( position.xy, 1.0, 1.0 );\n}",cube_frag:"#include <envmap_common_pars_fragment>\nuniform float opacity;\nvarying vec3 vWorldDirection;\n#include <cube_uv_reflection_fragment>\nvoid main() {\n\tvec3 vReflect = vWorldDirection;\n\t#include <envmap_fragment>\n\tgl_FragColor = envColor;\n\tgl_FragColor.a *= opacity;\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n}",cube_vert:"varying vec3 vWorldDirection;\n#include <common>\nvoid main() {\n\tvWorldDirection = transformDirection( position, modelMatrix );\n\t#include <begin_vertex>\n\t#include <project_vertex>\n\tgl_Position.z = gl_Position.w;\n}",depth_frag:"#if DEPTH_PACKING == 3200\n\tuniform float opacity;\n#endif\n#include <common>\n#include <packing>\n#include <uv_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvarying vec2 vHighPrecisionZW;\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( 1.0 );\n\t#if DEPTH_PACKING == 3200\n\t\tdiffuseColor.a = opacity;\n\t#endif\n\t#include <map_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <logdepthbuf_fragment>\n\tfloat fragCoordZ = 0.5 * vHighPrecisionZW[0] / vHighPrecisionZW[1] + 0.5;\n\t#if DEPTH_PACKING == 3200\n\t\tgl_FragColor = vec4( vec3( 1.0 - fragCoordZ ), opacity );\n\t#elif DEPTH_PACKING == 3201\n\t\tgl_FragColor = packDepthToRGBA( fragCoordZ );\n\t#endif\n}",depth_vert:"#include <common>\n#include <uv_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvarying vec2 vHighPrecisionZW;\nvoid main() {\n\t#include <uv_vertex>\n\t#include <skinbase_vertex>\n\t#ifdef USE_DISPLACEMENTMAP\n\t\t#include <beginnormal_vertex>\n\t\t#include <morphnormal_vertex>\n\t\t#include <skinnormal_vertex>\n\t#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\tvHighPrecisionZW = gl_Position.zw;\n}",distanceRGBA_frag:"#define DISTANCE\nuniform vec3 referencePosition;\nuniform float nearDistance;\nuniform float farDistance;\nvarying vec3 vWorldPosition;\n#include <common>\n#include <packing>\n#include <uv_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main () {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( 1.0 );\n\t#include <map_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\tfloat dist = length( vWorldPosition - referencePosition );\n\tdist = ( dist - nearDistance ) / ( farDistance - nearDistance );\n\tdist = saturate( dist );\n\tgl_FragColor = packDepthToRGBA( dist );\n}",distanceRGBA_vert:"#define DISTANCE\nvarying vec3 vWorldPosition;\n#include <common>\n#include <uv_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <skinbase_vertex>\n\t#ifdef USE_DISPLACEMENTMAP\n\t\t#include <beginnormal_vertex>\n\t\t#include <morphnormal_vertex>\n\t\t#include <skinnormal_vertex>\n\t#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <worldpos_vertex>\n\t#include <clipping_planes_vertex>\n\tvWorldPosition = worldPosition.xyz;\n}",equirect_frag:"uniform sampler2D tEquirect;\nvarying vec3 vWorldDirection;\n#include <common>\nvoid main() {\n\tvec3 direction = normalize( vWorldDirection );\n\tvec2 sampleUV = equirectUv( direction );\n\tvec4 texColor = texture2D( tEquirect, sampleUV );\n\tgl_FragColor = mapTexelToLinear( texColor );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n}",equirect_vert:"varying vec3 vWorldDirection;\n#include <common>\nvoid main() {\n\tvWorldDirection = transformDirection( position, modelMatrix );\n\t#include <begin_vertex>\n\t#include <project_vertex>\n}",linedashed_frag:"uniform vec3 diffuse;\nuniform float opacity;\nuniform float dashSize;\nuniform float totalSize;\nvarying float vLineDistance;\n#include <common>\n#include <color_pars_fragment>\n#include <fog_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tif ( mod( vLineDistance, totalSize ) > dashSize ) {\n\t\tdiscard;\n\t}\n\tvec3 outgoingLight = vec3( 0.0 );\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\t#include <logdepthbuf_fragment>\n\t#include <color_fragment>\n\toutgoingLight = diffuseColor.rgb;\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n}",linedashed_vert:"uniform float scale;\nattribute float lineDistance;\nvarying float vLineDistance;\n#include <common>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\tvLineDistance = scale * lineDistance;\n\t#include <color_vertex>\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <fog_vertex>\n}",meshbasic_frag:"uniform vec3 diffuse;\nuniform float opacity;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\n#include <common>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <uv2_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <aomap_pars_fragment>\n#include <lightmap_pars_fragment>\n#include <envmap_common_pars_fragment>\n#include <envmap_pars_fragment>\n#include <cube_uv_reflection_fragment>\n#include <fog_pars_fragment>\n#include <specularmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <specularmap_fragment>\n\tReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );\n\t#ifdef USE_LIGHTMAP\n\t\n\t\tvec4 lightMapTexel= texture2D( lightMap, vUv2 );\n\t\treflectedLight.indirectDiffuse += lightMapTexelToLinear( lightMapTexel ).rgb * lightMapIntensity;\n\t#else\n\t\treflectedLight.indirectDiffuse += vec3( 1.0 );\n\t#endif\n\t#include <aomap_fragment>\n\treflectedLight.indirectDiffuse *= diffuseColor.rgb;\n\tvec3 outgoingLight = reflectedLight.indirectDiffuse;\n\t#include <envmap_fragment>\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshbasic_vert:"#include <common>\n#include <uv_pars_vertex>\n#include <uv2_pars_vertex>\n#include <envmap_pars_vertex>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <uv2_vertex>\n\t#include <color_vertex>\n\t#include <skinbase_vertex>\n\t#ifdef USE_ENVMAP\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n\t#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <worldpos_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <envmap_vertex>\n\t#include <fog_vertex>\n}",meshlambert_frag:"uniform vec3 diffuse;\nuniform vec3 emissive;\nuniform float opacity;\nvarying vec3 vLightFront;\nvarying vec3 vIndirectFront;\n#ifdef DOUBLE_SIDED\n\tvarying vec3 vLightBack;\n\tvarying vec3 vIndirectBack;\n#endif\n#include <common>\n#include <packing>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <uv2_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <aomap_pars_fragment>\n#include <lightmap_pars_fragment>\n#include <emissivemap_pars_fragment>\n#include <envmap_common_pars_fragment>\n#include <envmap_pars_fragment>\n#include <cube_uv_reflection_fragment>\n#include <bsdfs>\n#include <lights_pars_begin>\n#include <fog_pars_fragment>\n#include <shadowmap_pars_fragment>\n#include <shadowmask_pars_fragment>\n#include <specularmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\tReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );\n\tvec3 totalEmissiveRadiance = emissive;\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <specularmap_fragment>\n\t#include <emissivemap_fragment>\n\t#ifdef DOUBLE_SIDED\n\t\treflectedLight.indirectDiffuse += ( gl_FrontFacing ) ? vIndirectFront : vIndirectBack;\n\t#else\n\t\treflectedLight.indirectDiffuse += vIndirectFront;\n\t#endif\n\t#include <lightmap_fragment>\n\treflectedLight.indirectDiffuse *= BRDF_Diffuse_Lambert( diffuseColor.rgb );\n\t#ifdef DOUBLE_SIDED\n\t\treflectedLight.directDiffuse = ( gl_FrontFacing ) ? vLightFront : vLightBack;\n\t#else\n\t\treflectedLight.directDiffuse = vLightFront;\n\t#endif\n\treflectedLight.directDiffuse *= BRDF_Diffuse_Lambert( diffuseColor.rgb ) * getShadowMask();\n\t#include <aomap_fragment>\n\tvec3 outgoingLight = reflectedLight.directDiffuse + reflectedLight.indirectDiffuse + totalEmissiveRadiance;\n\t#include <envmap_fragment>\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshlambert_vert:"#define LAMBERT\nvarying vec3 vLightFront;\nvarying vec3 vIndirectFront;\n#ifdef DOUBLE_SIDED\n\tvarying vec3 vLightBack;\n\tvarying vec3 vIndirectBack;\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <uv2_pars_vertex>\n#include <envmap_pars_vertex>\n#include <bsdfs>\n#include <lights_pars_begin>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <shadowmap_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <uv2_vertex>\n\t#include <color_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <worldpos_vertex>\n\t#include <envmap_vertex>\n\t#include <lights_lambert_vertex>\n\t#include <shadowmap_vertex>\n\t#include <fog_vertex>\n}",meshmatcap_frag:"#define MATCAP\nuniform vec3 diffuse;\nuniform float opacity;\nuniform sampler2D matcap;\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\n#include <common>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <fog_pars_fragment>\n#include <bumpmap_pars_fragment>\n#include <normalmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <normal_fragment_begin>\n\t#include <normal_fragment_maps>\n\tvec3 viewDir = normalize( vViewPosition );\n\tvec3 x = normalize( vec3( viewDir.z, 0.0, - viewDir.x ) );\n\tvec3 y = cross( viewDir, x );\n\tvec2 uv = vec2( dot( x, normal ), dot( y, normal ) ) * 0.495 + 0.5;\n\t#ifdef USE_MATCAP\n\t\tvec4 matcapColor = texture2D( matcap, uv );\n\t\tmatcapColor = matcapTexelToLinear( matcapColor );\n\t#else\n\t\tvec4 matcapColor = vec4( 1.0 );\n\t#endif\n\tvec3 outgoingLight = diffuseColor.rgb * matcapColor.rgb;\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshmatcap_vert:"#define MATCAP\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <color_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <color_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n\t#ifndef FLAT_SHADED\n\t\tvNormal = normalize( transformedNormal );\n\t#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <fog_vertex>\n\tvViewPosition = - mvPosition.xyz;\n}",meshtoon_frag:"#define TOON\nuniform vec3 diffuse;\nuniform vec3 emissive;\nuniform float opacity;\n#include <common>\n#include <packing>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <uv2_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <aomap_pars_fragment>\n#include <lightmap_pars_fragment>\n#include <emissivemap_pars_fragment>\n#include <gradientmap_pars_fragment>\n#include <fog_pars_fragment>\n#include <bsdfs>\n#include <lights_pars_begin>\n#include <lights_toon_pars_fragment>\n#include <shadowmap_pars_fragment>\n#include <bumpmap_pars_fragment>\n#include <normalmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\tReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );\n\tvec3 totalEmissiveRadiance = emissive;\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <normal_fragment_begin>\n\t#include <normal_fragment_maps>\n\t#include <emissivemap_fragment>\n\t#include <lights_toon_fragment>\n\t#include <lights_fragment_begin>\n\t#include <lights_fragment_maps>\n\t#include <lights_fragment_end>\n\t#include <aomap_fragment>\n\tvec3 outgoingLight = reflectedLight.directDiffuse + reflectedLight.indirectDiffuse + totalEmissiveRadiance;\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshtoon_vert:"#define TOON\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <uv2_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <shadowmap_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <uv2_vertex>\n\t#include <color_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n#ifndef FLAT_SHADED\n\tvNormal = normalize( transformedNormal );\n#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\tvViewPosition = - mvPosition.xyz;\n\t#include <worldpos_vertex>\n\t#include <shadowmap_vertex>\n\t#include <fog_vertex>\n}",meshphong_frag:"#define PHONG\nuniform vec3 diffuse;\nuniform vec3 emissive;\nuniform vec3 specular;\nuniform float shininess;\nuniform float opacity;\n#include <common>\n#include <packing>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <uv2_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <aomap_pars_fragment>\n#include <lightmap_pars_fragment>\n#include <emissivemap_pars_fragment>\n#include <envmap_common_pars_fragment>\n#include <envmap_pars_fragment>\n#include <cube_uv_reflection_fragment>\n#include <fog_pars_fragment>\n#include <bsdfs>\n#include <lights_pars_begin>\n#include <lights_phong_pars_fragment>\n#include <shadowmap_pars_fragment>\n#include <bumpmap_pars_fragment>\n#include <normalmap_pars_fragment>\n#include <specularmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\tReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );\n\tvec3 totalEmissiveRadiance = emissive;\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <specularmap_fragment>\n\t#include <normal_fragment_begin>\n\t#include <normal_fragment_maps>\n\t#include <emissivemap_fragment>\n\t#include <lights_phong_fragment>\n\t#include <lights_fragment_begin>\n\t#include <lights_fragment_maps>\n\t#include <lights_fragment_end>\n\t#include <aomap_fragment>\n\tvec3 outgoingLight = reflectedLight.directDiffuse + reflectedLight.indirectDiffuse + reflectedLight.directSpecular + reflectedLight.indirectSpecular + totalEmissiveRadiance;\n\t#include <envmap_fragment>\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshphong_vert:"#define PHONG\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <uv2_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <envmap_pars_vertex>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <shadowmap_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <uv2_vertex>\n\t#include <color_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n#ifndef FLAT_SHADED\n\tvNormal = normalize( transformedNormal );\n#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\tvViewPosition = - mvPosition.xyz;\n\t#include <worldpos_vertex>\n\t#include <envmap_vertex>\n\t#include <shadowmap_vertex>\n\t#include <fog_vertex>\n}",meshphysical_frag:"#define STANDARD\n#ifdef PHYSICAL\n\t#define REFLECTIVITY\n\t#define CLEARCOAT\n\t#define TRANSMISSION\n#endif\nuniform vec3 diffuse;\nuniform vec3 emissive;\nuniform float roughness;\nuniform float metalness;\nuniform float opacity;\n#ifdef TRANSMISSION\n\tuniform float transmission;\n#endif\n#ifdef REFLECTIVITY\n\tuniform float reflectivity;\n#endif\n#ifdef CLEARCOAT\n\tuniform float clearcoat;\n\tuniform float clearcoatRoughness;\n#endif\n#ifdef USE_SHEEN\n\tuniform vec3 sheen;\n#endif\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n\t#ifdef USE_TANGENT\n\t\tvarying vec3 vTangent;\n\t\tvarying vec3 vBitangent;\n\t#endif\n#endif\n#include <common>\n#include <packing>\n#include <dithering_pars_fragment>\n#include <color_pars_fragment>\n#include <uv_pars_fragment>\n#include <uv2_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <aomap_pars_fragment>\n#include <lightmap_pars_fragment>\n#include <emissivemap_pars_fragment>\n#include <transmissionmap_pars_fragment>\n#include <bsdfs>\n#include <cube_uv_reflection_fragment>\n#include <envmap_common_pars_fragment>\n#include <envmap_physical_pars_fragment>\n#include <fog_pars_fragment>\n#include <lights_pars_begin>\n#include <lights_physical_pars_fragment>\n#include <shadowmap_pars_fragment>\n#include <bumpmap_pars_fragment>\n#include <normalmap_pars_fragment>\n#include <clearcoat_pars_fragment>\n#include <roughnessmap_pars_fragment>\n#include <metalnessmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\tReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );\n\tvec3 totalEmissiveRadiance = emissive;\n\t#ifdef TRANSMISSION\n\t\tfloat totalTransmission = transmission;\n\t#endif\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <color_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\t#include <roughnessmap_fragment>\n\t#include <metalnessmap_fragment>\n\t#include <normal_fragment_begin>\n\t#include <normal_fragment_maps>\n\t#include <clearcoat_normal_fragment_begin>\n\t#include <clearcoat_normal_fragment_maps>\n\t#include <emissivemap_fragment>\n\t#include <transmissionmap_fragment>\n\t#include <lights_physical_fragment>\n\t#include <lights_fragment_begin>\n\t#include <lights_fragment_maps>\n\t#include <lights_fragment_end>\n\t#include <aomap_fragment>\n\tvec3 outgoingLight = reflectedLight.directDiffuse + reflectedLight.indirectDiffuse + reflectedLight.directSpecular + reflectedLight.indirectSpecular + totalEmissiveRadiance;\n\t#ifdef TRANSMISSION\n\t\tdiffuseColor.a *= mix( saturate( 1. - totalTransmission + linearToRelativeLuminance( reflectedLight.directSpecular + reflectedLight.indirectSpecular ) ), 1.0, metalness );\n\t#endif\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n\t#include <dithering_fragment>\n}",meshphysical_vert:"#define STANDARD\nvarying vec3 vViewPosition;\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n\t#ifdef USE_TANGENT\n\t\tvarying vec3 vTangent;\n\t\tvarying vec3 vBitangent;\n\t#endif\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <uv2_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <shadowmap_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <uv2_vertex>\n\t#include <color_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n#ifndef FLAT_SHADED\n\tvNormal = normalize( transformedNormal );\n\t#ifdef USE_TANGENT\n\t\tvTangent = normalize( transformedTangent );\n\t\tvBitangent = normalize( cross( vNormal, vTangent ) * tangent.w );\n\t#endif\n#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\tvViewPosition = - mvPosition.xyz;\n\t#include <worldpos_vertex>\n\t#include <shadowmap_vertex>\n\t#include <fog_vertex>\n}",normal_frag:"#define NORMAL\nuniform float opacity;\n#if defined( FLAT_SHADED ) || defined( USE_BUMPMAP ) || defined( TANGENTSPACE_NORMALMAP )\n\tvarying vec3 vViewPosition;\n#endif\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n\t#ifdef USE_TANGENT\n\t\tvarying vec3 vTangent;\n\t\tvarying vec3 vBitangent;\n\t#endif\n#endif\n#include <packing>\n#include <uv_pars_fragment>\n#include <bumpmap_pars_fragment>\n#include <normalmap_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\t#include <logdepthbuf_fragment>\n\t#include <normal_fragment_begin>\n\t#include <normal_fragment_maps>\n\tgl_FragColor = vec4( packNormalToRGB( normal ), opacity );\n}",normal_vert:"#define NORMAL\n#if defined( FLAT_SHADED ) || defined( USE_BUMPMAP ) || defined( TANGENTSPACE_NORMALMAP )\n\tvarying vec3 vViewPosition;\n#endif\n#ifndef FLAT_SHADED\n\tvarying vec3 vNormal;\n\t#ifdef USE_TANGENT\n\t\tvarying vec3 vTangent;\n\t\tvarying vec3 vBitangent;\n\t#endif\n#endif\n#include <common>\n#include <uv_pars_vertex>\n#include <displacementmap_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <skinning_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n#ifndef FLAT_SHADED\n\tvNormal = normalize( transformedNormal );\n\t#ifdef USE_TANGENT\n\t\tvTangent = normalize( transformedTangent );\n\t\tvBitangent = normalize( cross( vNormal, vTangent ) * tangent.w );\n\t#endif\n#endif\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <skinning_vertex>\n\t#include <displacementmap_vertex>\n\t#include <project_vertex>\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n#if defined( FLAT_SHADED ) || defined( USE_BUMPMAP ) || defined( TANGENTSPACE_NORMALMAP )\n\tvViewPosition = - mvPosition.xyz;\n#endif\n}",points_frag:"uniform vec3 diffuse;\nuniform float opacity;\n#include <common>\n#include <color_pars_fragment>\n#include <map_particle_pars_fragment>\n#include <fog_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec3 outgoingLight = vec3( 0.0 );\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\t#include <logdepthbuf_fragment>\n\t#include <map_particle_fragment>\n\t#include <color_fragment>\n\t#include <alphatest_fragment>\n\toutgoingLight = diffuseColor.rgb;\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n\t#include <premultiplied_alpha_fragment>\n}",points_vert:"uniform float size;\nuniform float scale;\n#include <common>\n#include <color_pars_vertex>\n#include <fog_pars_vertex>\n#include <morphtarget_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <color_vertex>\n\t#include <begin_vertex>\n\t#include <morphtarget_vertex>\n\t#include <project_vertex>\n\tgl_PointSize = size;\n\t#ifdef USE_SIZEATTENUATION\n\t\tbool isPerspective = isPerspectiveMatrix( projectionMatrix );\n\t\tif ( isPerspective ) gl_PointSize *= ( scale / - mvPosition.z );\n\t#endif\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <worldpos_vertex>\n\t#include <fog_vertex>\n}",shadow_frag:"uniform vec3 color;\nuniform float opacity;\n#include <common>\n#include <packing>\n#include <fog_pars_fragment>\n#include <bsdfs>\n#include <lights_pars_begin>\n#include <shadowmap_pars_fragment>\n#include <shadowmask_pars_fragment>\nvoid main() {\n\tgl_FragColor = vec4( color, opacity * ( 1.0 - getShadowMask() ) );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n}",shadow_vert:"#include <common>\n#include <fog_pars_vertex>\n#include <shadowmap_pars_vertex>\nvoid main() {\n\t#include <begin_vertex>\n\t#include <project_vertex>\n\t#include <worldpos_vertex>\n\t#include <beginnormal_vertex>\n\t#include <morphnormal_vertex>\n\t#include <skinbase_vertex>\n\t#include <skinnormal_vertex>\n\t#include <defaultnormal_vertex>\n\t#include <shadowmap_vertex>\n\t#include <fog_vertex>\n}",sprite_frag:"uniform vec3 diffuse;\nuniform float opacity;\n#include <common>\n#include <uv_pars_fragment>\n#include <map_pars_fragment>\n#include <alphamap_pars_fragment>\n#include <fog_pars_fragment>\n#include <logdepthbuf_pars_fragment>\n#include <clipping_planes_pars_fragment>\nvoid main() {\n\t#include <clipping_planes_fragment>\n\tvec3 outgoingLight = vec3( 0.0 );\n\tvec4 diffuseColor = vec4( diffuse, opacity );\n\t#include <logdepthbuf_fragment>\n\t#include <map_fragment>\n\t#include <alphamap_fragment>\n\t#include <alphatest_fragment>\n\toutgoingLight = diffuseColor.rgb;\n\tgl_FragColor = vec4( outgoingLight, diffuseColor.a );\n\t#include <tonemapping_fragment>\n\t#include <encodings_fragment>\n\t#include <fog_fragment>\n}",sprite_vert:"uniform float rotation;\nuniform vec2 center;\n#include <common>\n#include <uv_pars_vertex>\n#include <fog_pars_vertex>\n#include <logdepthbuf_pars_vertex>\n#include <clipping_planes_pars_vertex>\nvoid main() {\n\t#include <uv_vertex>\n\tvec4 mvPosition = modelViewMatrix * vec4( 0.0, 0.0, 0.0, 1.0 );\n\tvec2 scale;\n\tscale.x = length( vec3( modelMatrix[ 0 ].x, modelMatrix[ 0 ].y, modelMatrix[ 0 ].z ) );\n\tscale.y = length( vec3( modelMatrix[ 1 ].x, modelMatrix[ 1 ].y, modelMatrix[ 1 ].z ) );\n\t#ifndef USE_SIZEATTENUATION\n\t\tbool isPerspective = isPerspectiveMatrix( projectionMatrix );\n\t\tif ( isPerspective ) scale *= - mvPosition.z;\n\t#endif\n\tvec2 alignedPosition = ( position.xy - ( center - vec2( 0.5 ) ) ) * scale;\n\tvec2 rotatedPosition;\n\trotatedPosition.x = cos( rotation ) * alignedPosition.x - sin( rotation ) * alignedPosition.y;\n\trotatedPosition.y = sin( rotation ) * alignedPosition.x + cos( rotation ) * alignedPosition.y;\n\tmvPosition.xy += rotatedPosition;\n\tgl_Position = projectionMatrix * mvPosition;\n\t#include <logdepthbuf_vertex>\n\t#include <clipping_planes_vertex>\n\t#include <fog_vertex>\n}"},ui={common:{diffuse:{value:new tn(15658734)},opacity:{value:1},map:{value:null},uvTransform:{value:new yt},uv2Transform:{value:new yt},alphaMap:{value:null}},specularmap:{specularMap:{value:null}},envmap:{envMap:{value:null},flipEnvMap:{value:-1},reflectivity:{value:1},refractionRatio:{value:.98},maxMipLevel:{value:0}},aomap:{aoMap:{value:null},aoMapIntensity:{value:1}},lightmap:{lightMap:{value:null},lightMapIntensity:{value:1}},emissivemap:{emissiveMap:{value:null}},bumpmap:{bumpMap:{value:null},bumpScale:{value:1}},normalmap:{normalMap:{value:null},normalScale:{value:new vt(1,1)}},displacementmap:{displacementMap:{value:null},displacementScale:{value:1},displacementBias:{value:0}},roughnessmap:{roughnessMap:{value:null}},metalnessmap:{metalnessMap:{value:null}},gradientmap:{gradientMap:{value:null}},fog:{fogDensity:{value:25e-5},fogNear:{value:1},fogFar:{value:2e3},fogColor:{value:new tn(16777215)}},lights:{ambientLightColor:{value:[]},lightProbe:{value:[]},directionalLights:{value:[],properties:{direction:{},color:{}}},directionalLightShadows:{value:[],properties:{shadowBias:{},shadowNormalBias:{},shadowRadius:{},shadowMapSize:{}}},directionalShadowMap:{value:[]},directionalShadowMatrix:{value:[]},spotLights:{value:[],properties:{color:{},position:{},direction:{},distance:{},coneCos:{},penumbraCos:{},decay:{}}},spotLightShadows:{value:[],properties:{shadowBias:{},shadowNormalBias:{},shadowRadius:{},shadowMapSize:{}}},spotShadowMap:{value:[]},spotShadowMatrix:{value:[]},pointLights:{value:[],properties:{color:{},position:{},decay:{},distance:{}}},pointLightShadows:{value:[],properties:{shadowBias:{},shadowNormalBias:{},shadowRadius:{},shadowMapSize:{},shadowCameraNear:{},shadowCameraFar:{}}},pointShadowMap:{value:[]},pointShadowMatrix:{value:[]},hemisphereLights:{value:[],properties:{direction:{},skyColor:{},groundColor:{}}},rectAreaLights:{value:[],properties:{color:{},position:{},width:{},height:{}}},ltc_1:{value:null},ltc_2:{value:null}},points:{diffuse:{value:new tn(15658734)},opacity:{value:1},size:{value:1},scale:{value:1},map:{value:null},alphaMap:{value:null},uvTransform:{value:new yt}},sprite:{diffuse:{value:new tn(15658734)},opacity:{value:1},center:{value:new vt(.5,.5)},rotation:{value:0},map:{value:null},alphaMap:{value:null},uvTransform:{value:new yt}}},di={basic:{uniforms:Yn([ui.common,ui.specularmap,ui.envmap,ui.aomap,ui.lightmap,ui.fog]),vertexShader:hi.meshbasic_vert,fragmentShader:hi.meshbasic_frag},lambert:{uniforms:Yn([ui.common,ui.specularmap,ui.envmap,ui.aomap,ui.lightmap,ui.emissivemap,ui.fog,ui.lights,{emissive:{value:new tn(0)}}]),vertexShader:hi.meshlambert_vert,fragmentShader:hi.meshlambert_frag},phong:{uniforms:Yn([ui.common,ui.specularmap,ui.envmap,ui.aomap,ui.lightmap,ui.emissivemap,ui.bumpmap,ui.normalmap,ui.displacementmap,ui.fog,ui.lights,{emissive:{value:new tn(0)},specular:{value:new tn(1118481)},shininess:{value:30}}]),vertexShader:hi.meshphong_vert,fragmentShader:hi.meshphong_frag},standard:{uniforms:Yn([ui.common,ui.envmap,ui.aomap,ui.lightmap,ui.emissivemap,ui.bumpmap,ui.normalmap,ui.displacementmap,ui.roughnessmap,ui.metalnessmap,ui.fog,ui.lights,{emissive:{value:new tn(0)},roughness:{value:1},metalness:{value:0},envMapIntensity:{value:1}}]),vertexShader:hi.meshphysical_vert,fragmentShader:hi.meshphysical_frag},toon:{uniforms:Yn([ui.common,ui.aomap,ui.lightmap,ui.emissivemap,ui.bumpmap,ui.normalmap,ui.displacementmap,ui.gradientmap,ui.fog,ui.lights,{emissive:{value:new tn(0)}}]),vertexShader:hi.meshtoon_vert,fragmentShader:hi.meshtoon_frag},matcap:{uniforms:Yn([ui.common,ui.bumpmap,ui.normalmap,ui.displacementmap,ui.fog,{matcap:{value:null}}]),vertexShader:hi.meshmatcap_vert,fragmentShader:hi.meshmatcap_frag},points:{uniforms:Yn([ui.points,ui.fog]),vertexShader:hi.points_vert,fragmentShader:hi.points_frag},dashed:{uniforms:Yn([ui.common,ui.fog,{scale:{value:1},dashSize:{value:1},totalSize:{value:2}}]),vertexShader:hi.linedashed_vert,fragmentShader:hi.linedashed_frag},depth:{uniforms:Yn([ui.common,ui.displacementmap]),vertexShader:hi.depth_vert,fragmentShader:hi.depth_frag},normal:{uniforms:Yn([ui.common,ui.bumpmap,ui.normalmap,ui.displacementmap,{opacity:{value:1}}]),vertexShader:hi.normal_vert,fragmentShader:hi.normal_frag},sprite:{uniforms:Yn([ui.sprite,ui.fog]),vertexShader:hi.sprite_vert,fragmentShader:hi.sprite_frag},background:{uniforms:{uvTransform:{value:new yt},t2D:{value:null}},vertexShader:hi.background_vert,fragmentShader:hi.background_frag},cube:{uniforms:Yn([ui.envmap,{opacity:{value:1}}]),vertexShader:hi.cube_vert,fragmentShader:hi.cube_frag},equirect:{uniforms:{tEquirect:{value:null}},vertexShader:hi.equirect_vert,fragmentShader:hi.equirect_frag},distanceRGBA:{uniforms:Yn([ui.common,ui.displacementmap,{referencePosition:{value:new Lt},nearDistance:{value:1},farDistance:{value:1e3}}]),vertexShader:hi.distanceRGBA_vert,fragmentShader:hi.distanceRGBA_frag},shadow:{uniforms:Yn([ui.lights,ui.fog,{color:{value:new tn(0)},opacity:{value:1}}]),vertexShader:hi.shadow_vert,fragmentShader:hi.shadow_frag}};function pi(t,e,n,i,r){const s=new tn(0);let a,o,c=0,h=null,u=0,d=null;function p(t,e){n.buffers.color.setClear(t.r,t.g,t.b,e,r)}return{getClearColor:function(){return s},setClearColor:function(t,e=1){s.set(t),c=e,p(s,c)},getClearAlpha:function(){return c},setClearAlpha:function(t){c=t,p(s,c)},render:function(n,r,m,f){let 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if(h=e.get("ANGLE_instanced_arrays"),u="drawElementsInstancedANGLE",null===h)return void console.error("THREE.WebGLIndexedBufferRenderer: using THREE.InstancedBufferGeometry but hardware does not support extension ANGLE_instanced_arrays.");h[u](s,l,a,i*o,c),n.update(l,s,c)}}function bi(t){const e={frame:0,calls:0,triangles:0,points:0,lines:0};return{memory:{geometries:0,textures:0},render:e,programs:null,autoReset:!0,reset:function(){e.frame++,e.calls=0,e.triangles=0,e.points=0,e.lines=0},update:function(t,n,i){switch(e.calls++,n){case 4:e.triangles+=i*(t/3);break;case 1:e.lines+=i*(t/2);break;case 3:e.lines+=i*(t-1);break;case 2:e.lines+=i*t;break;case 0:e.points+=i*t;break;default:console.error("THREE.WebGLInfo: Unknown draw mode:",n)}}}}function Mi(t,e){return t[0]-e[0]}function Si(t,e){return Math.abs(e[1])-Math.abs(t[1])}function Ti(t){const e={},n=new Float32Array(8),i=[];for(let t=0;t<8;t++)i[t]=[t,0];return{update:function(r,s,a,o){const l=r.morphTargetInfluences,c=void 0===l?0:l.length;let h=e[s.id];if(void 0===h){h=[];for(let t=0;t<c;t++)h[t]=[t,0];e[s.id]=h}for(let t=0;t<c;t++){const e=h[t];e[0]=t,e[1]=l[t]}h.sort(Si);for(let t=0;t<8;t++)t<c&&h[t][1]?(i[t][0]=h[t][0],i[t][1]=h[t][1]):(i[t][0]=Number.MAX_SAFE_INTEGER,i[t][1]=0);i.sort(Mi);const u=a.morphTargets&&s.morphAttributes.position,d=a.morphNormals&&s.morphAttributes.normal;let p=0;for(let t=0;t<8;t++){const e=i[t],r=e[0],a=e[1];r!==Number.MAX_SAFE_INTEGER&&a?(u&&s.getAttribute("morphTarget"+t)!==u[r]&&s.setAttribute("morphTarget"+t,u[r]),d&&s.getAttribute("morphNormal"+t)!==d[r]&&s.setAttribute("morphNormal"+t,d[r]),n[t]=a,p+=a):(u&&!0===s.hasAttribute("morphTarget"+t)&&s.deleteAttribute("morphTarget"+t),d&&!0===s.hasAttribute("morphNormal"+t)&&s.deleteAttribute("morphNormal"+t),n[t]=0)}const m=s.morphTargetsRelative?1:1-p;o.getUniforms().setValue(t,"morphTargetBaseInfluence",m),o.getUniforms().setValue(t,"morphTargetInfluences",n)}}}function Ei(t,e,n,i){let r=new WeakMap;function s(t){const e=t.target;e.removeEventListener("dispose",s),n.remove(e.instanceMatrix),null!==e.instanceColor&&n.remove(e.instanceColor)}return{update:function(t){const a=i.render.frame,o=t.geometry,l=e.get(t,o);return r.get(l)!==a&&(e.update(l),r.set(l,a)),t.isInstancedMesh&&(!1===t.hasEventListener("dispose",s)&&t.addEventListener("dispose",s),n.update(t.instanceMatrix,34962),null!==t.instanceColor&&n.update(t.instanceColor,34962)),l},dispose:function(){r=new WeakMap}}}di.physical={uniforms:Yn([di.standard.uniforms,{clearcoat:{value:0},clearcoatMap:{value:null},clearcoatRoughness:{value:0},clearcoatRoughnessMap:{value:null},clearcoatNormalScale:{value:new vt(1,1)},clearcoatNormalMap:{value:null},sheen:{value:new tn(0)},transmission:{value:0},transmissionMap:{value:null}}]),vertexShader:hi.meshphysical_vert,fragmentShader:hi.meshphysical_frag};class Ai extends bt{constructor(t=null,e=1,n=1,i=1){super(null),this.image={data:t,width:e,height:n,depth:i},this.magFilter=p,this.minFilter=p,this.wrapR=u,this.generateMipmaps=!1,this.flipY=!1,this.unpackAlignment=1,this.needsUpdate=!0}}Ai.prototype.isDataTexture2DArray=!0;class Li extends bt{constructor(t=null,e=1,n=1,i=1){super(null),this.image={data:t,width:e,height:n,depth:i},this.magFilter=p,this.minFilter=p,this.wrapR=u,this.generateMipmaps=!1,this.flipY=!1,this.unpackAlignment=1,this.needsUpdate=!0}}Li.prototype.isDataTexture3D=!0;const Ri=new bt,Ci=new Ai,Pi=new Li,Di=new ei,Ii=[],Ni=[],Bi=new Float32Array(16),zi=new Float32Array(9),Fi=new Float32Array(4);function Oi(t,e,n){const i=t[0];if(i<=0||i>0)return t;const r=e*n;let s=Ii[r];if(void 0===s&&(s=new Float32Array(r),Ii[r]=s),0!==e){i.toArray(s,0);for(let i=1,r=0;i!==e;++i)r+=n,t[i].toArray(s,r)}return s}function Hi(t,e){if(t.length!==e.length)return!1;for(let n=0,i=t.length;n<i;n++)if(t[n]!==e[n])return!1;return!0}function Gi(t,e){for(let 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v(t){let e;return t&&t.isTexture?e=t.encoding:t&&t.isWebGLRenderTarget?(console.warn("THREE.WebGLPrograms.getTextureEncodingFromMap: don't use render targets as textures. Use their .texture property instead."),e=t.texture.encoding):e=X,e}return{getParameters:function(r,a,g,y,x){const _=y.fog,w=r.isMeshStandardMaterial?y.environment:null,b=e.get(r.envMap||w),M=f[r.type],S=x.isSkinnedMesh?function(t){const e=t.skeleton.bones;if(u)return 1024;{const t=d,n=Math.floor((t-20)/4),i=Math.min(n,e.length);return i<e.length?(console.warn("THREE.WebGLRenderer: Skeleton has "+e.length+" bones. 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A=t.getRenderTarget();return{isWebGL2:o,shaderID:M,shaderName:r.type,vertexShader:T,fragmentShader:E,defines:r.defines,isRawShaderMaterial:!0===r.isRawShaderMaterial,glslVersion:r.glslVersion,precision:m,instancing:!0===x.isInstancedMesh,instancingColor:!0===x.isInstancedMesh&&null!==x.instanceColor,supportsVertexTextures:p,outputEncoding:null!==A?v(A.texture):t.outputEncoding,map:!!r.map,mapEncoding:v(r.map),matcap:!!r.matcap,matcapEncoding:v(r.matcap),envMap:!!b,envMapMode:b&&b.mapping,envMapEncoding:v(b),envMapCubeUV:!!b&&(b.mapping===l||b.mapping===c),lightMap:!!r.lightMap,lightMapEncoding:v(r.lightMap),aoMap:!!r.aoMap,emissiveMap:!!r.emissiveMap,emissiveMapEncoding:v(r.emissiveMap),bumpMap:!!r.bumpMap,normalMap:!!r.normalMap,objectSpaceNormalMap:1===r.normalMapType,tangentSpaceNormalMap:0===r.normalMapType,clearcoatMap:!!r.clearcoatMap,clearcoatRoughnessMap:!!r.clearcoatRoughnessMap,clearcoatNormalMap:!!r.clearcoatNormalMap,displacementMap:!!r.displacementMap,roughnessMap:!!r.roughnessMap,metalnessMap:!!r.metalnessMap,specularMap:!!r.specularMap,alphaMap:!!r.alphaMap,gradientMap:!!r.gradientMap,sheen:!!r.sheen,transmissionMap:!!r.transmissionMap,combine:r.combine,vertexTangents:r.normalMap&&r.vertexTangents,vertexColors:r.vertexColors,vertexAlphas:!0===r.vertexColors&&x.geometry&&x.geometry.attributes.color&&4===x.geometry.attributes.color.itemSize,vertexUvs:!!(r.map||r.bumpMap||r.normalMap||r.specularMap||r.alphaMap||r.emissiveMap||r.roughnessMap||r.metalnessMap||r.clearcoatMap||r.clearcoatRoughnessMap||r.clearcoatNormalMap||r.displacementMap||r.transmissionMap),uvsVertexOnly:!(r.map||r.bumpMap||r.normalMap||r.specularMap||r.alphaMap||r.emissiveMap||r.roughnessMap||r.metalnessMap||r.clearcoatNormalMap||r.transmissionMap||!r.displacementMap),fog:!!_,useFog:r.fog,fogExp2:_&&_.isFogExp2,flatShading:!!r.flatShading,sizeAttenuation:r.sizeAttenuation,logarithmicDepthBuffer:h,skinning:r.skinning&&S>0,maxBones:S,useVertexTexture:u,morphTargets:r.morphTargets,morphNormals:r.morphNormals,numDirLights:a.directional.length,numPointLights:a.point.length,numSpotLights:a.spot.length,numRectAreaLights:a.rectArea.length,numHemiLights:a.hemi.length,numDirLightShadows:a.directionalShadowMap.length,numPointLightShadows:a.pointShadowMap.length,numSpotLightShadows:a.spotShadowMap.length,numClippingPlanes:s.numPlanes,numClipIntersection:s.numIntersection,dithering:r.dithering,shadowMapEnabled:t.shadowMap.enabled&&g.length>0,shadowMapType:t.shadowMap.type,toneMapping:r.toneMapped?t.toneMapping:0,physicallyCorrectLights:t.physicallyCorrectLights,premultipliedAlpha:r.premultipliedAlpha,alphaTest:r.alphaTest,doubleSided:2===r.side,flipSided:1===r.side,depthPacking:void 0!==r.depthPacking&&r.depthPacking,index0AttributeName:r.index0AttributeName,extensionDerivatives:r.extensions&&r.extensions.derivatives,extensionFragDepth:r.extensions&&r.extensions.fragDepth,extensionDrawBuffers:r.extensions&&r.extensions.drawBuffers,extensionShaderTextureLOD:r.extensions&&r.extensions.shaderTextureLOD,rendererExtensionFragDepth:o||n.has("EXT_frag_depth"),rendererExtensionDrawBuffers:o||n.has("WEBGL_draw_buffers"),rendererExtensionShaderTextureLod:o||n.has("EXT_shader_texture_lod"),customProgramCacheKey:r.customProgramCacheKey()}},getProgramCacheKey:function(e){const n=[];if(e.shaderID?n.push(e.shaderID):(n.push(e.fragmentShader),n.push(e.vertexShader)),void 0!==e.defines)for(const t in e.defines)n.push(t),n.push(e.defines[t]);if(!1===e.isRawShaderMaterial){for(let t=0;t<g.length;t++)n.push(e[g[t]]);n.push(t.outputEncoding),n.push(t.gammaFactor)}return n.push(e.customProgramCacheKey),n.join()},getUniforms:function(t){const e=f[t.type];let n;if(e){const 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t.groupOrder!==e.groupOrder?t.groupOrder-e.groupOrder:t.renderOrder!==e.renderOrder?t.renderOrder-e.renderOrder:t.z!==e.z?e.z-t.z:t.id-e.id}function es(t){const e=[];let n=0;const i=[],r=[],s={id:-1};function a(i,r,a,o,l,c){let h=e[n];const u=t.get(a);return void 0===h?(h={id:i.id,object:i,geometry:r,material:a,program:u.program||s,groupOrder:o,renderOrder:i.renderOrder,z:l,group:c},e[n]=h):(h.id=i.id,h.object=i,h.geometry=r,h.material=a,h.program=u.program||s,h.groupOrder=o,h.renderOrder=i.renderOrder,h.z=l,h.group=c),n++,h}return{opaque:i,transparent:r,init:function(){n=0,i.length=0,r.length=0},push:function(t,e,n,s,o,l){const c=a(t,e,n,s,o,l);(!0===n.transparent?r:i).push(c)},unshift:function(t,e,n,s,o,l){const c=a(t,e,n,s,o,l);(!0===n.transparent?r:i).unshift(c)},finish:function(){for(let t=n,i=e.length;t<i;t++){const n=e[t];if(null===n.id)break;n.id=null,n.object=null,n.geometry=null,n.material=null,n.program=null,n.group=null}},sort:function(t,e){i.length>1&&i.sort(t||$r),r.length>1&&r.sort(e||ts)}}}function ns(t){let e=new WeakMap;return{get:function(n,i){let r;return!1===e.has(n)?(r=new es(t),e.set(n,[r])):i>=e.get(n).length?(r=new es(t),e.get(n).push(r)):r=e.get(n)[i],r},dispose:function(){e=new WeakMap}}}function is(){const t={};return{get:function(e){if(void 0!==t[e.id])return t[e.id];let n;switch(e.type){case"DirectionalLight":n={direction:new Lt,color:new tn};break;case"SpotLight":n={position:new Lt,direction:new Lt,color:new tn,distance:0,coneCos:0,penumbraCos:0,decay:0};break;case"PointLight":n={position:new Lt,color:new tn,distance:0,decay:0};break;case"HemisphereLight":n={direction:new Lt,skyColor:new tn,groundColor:new tn};break;case"RectAreaLight":n={color:new tn,position:new Lt,halfWidth:new Lt,halfHeight:new Lt}}return t[e.id]=n,n}}}let rs=0;function ss(t,e){return(e.castShadow?1:0)-(t.castShadow?1:0)}function as(t,e){const n=new is,i=function(){const t={};return{get:function(e){if(void 0!==t[e.id])return t[e.id];let n;switch(e.type){case"DirectionalLight":case"SpotLight":n={shadowBias:0,shadowNormalBias:0,shadowRadius:1,shadowMapSize:new vt};break;case"PointLight":n={shadowBias:0,shadowNormalBias:0,shadowRadius:1,shadowMapSize:new vt,shadowCameraNear:1,shadowCameraFar:1e3}}return t[e.id]=n,n}}}(),r={version:0,hash:{directionalLength:-1,pointLength:-1,spotLength:-1,rectAreaLength:-1,hemiLength:-1,numDirectionalShadows:-1,numPointShadows:-1,numSpotShadows:-1},ambient:[0,0,0],probe:[],directional:[],directionalShadow:[],directionalShadowMap:[],directionalShadowMatrix:[],spot:[],spotShadow:[],spotShadowMap:[],spotShadowMatrix:[],rectArea:[],rectAreaLTC1:null,rectAreaLTC2:null,point:[],pointShadow:[],pointShadowMap:[],pointShadowMatrix:[],hemi:[]};for(let t=0;t<9;t++)r.probe.push(new Lt);const s=new Lt,a=new se,o=new se;return{setup:function(s){let a=0,o=0,l=0;for(let t=0;t<9;t++)r.probe[t].set(0,0,0);let c=0,h=0,u=0,d=0,p=0,m=0,f=0,g=0;s.sort(ss);for(let t=0,e=s.length;t<e;t++){const e=s[t],v=e.color,y=e.intensity,x=e.distance,_=e.shadow&&e.shadow.map?e.shadow.map.texture:null;if(e.isAmbientLight)a+=v.r*y,o+=v.g*y,l+=v.b*y;else if(e.isLightProbe)for(let t=0;t<9;t++)r.probe[t].addScaledVector(e.sh.coefficients[t],y);else if(e.isDirectionalLight){const t=n.get(e);if(t.color.copy(e.color).multiplyScalar(e.intensity),e.castShadow){const t=e.shadow,n=i.get(e);n.shadowBias=t.bias,n.shadowNormalBias=t.normalBias,n.shadowRadius=t.radius,n.shadowMapSize=t.mapSize,r.directionalShadow[c]=n,r.directionalShadowMap[c]=_,r.directionalShadowMatrix[c]=e.shadow.matrix,m++}r.directional[c]=t,c++}else if(e.isSpotLight){const t=n.get(e);if(t.position.setFromMatrixPosition(e.matrixWorld),t.color.copy(v).multiplyScalar(y),t.distance=x,t.coneCos=Math.cos(e.angle),t.penumbraCos=Math.cos(e.angle*(1-e.penumbra)),t.decay=e.decay,e.castShadow){const t=e.shadow,n=i.get(e);n.shadowBias=t.bias,n.shadowNormalBias=t.normalBias,n.shadowRadius=t.radius,n.shadowMapSize=t.mapSize,r.spotShadow[u]=n,r.spotShadowMap[u]=_,r.spotShadowMatrix[u]=e.shadow.matrix,g++}r.spot[u]=t,u++}else if(e.isRectAreaLight){const t=n.get(e);t.color.copy(v).multiplyScalar(y),t.halfWidth.set(.5*e.width,0,0),t.halfHeight.set(0,.5*e.height,0),r.rectArea[d]=t,d++}else if(e.isPointLight){const t=n.get(e);if(t.color.copy(e.color).multiplyScalar(e.intensity),t.distance=e.distance,t.decay=e.decay,e.castShadow){const t=e.shadow,n=i.get(e);n.shadowBias=t.bias,n.shadowNormalBias=t.normalBias,n.shadowRadius=t.radius,n.shadowMapSize=t.mapSize,n.shadowCameraNear=t.camera.near,n.shadowCameraFar=t.camera.far,r.pointShadow[h]=n,r.pointShadowMap[h]=_,r.pointShadowMatrix[h]=e.shadow.matrix,f++}r.point[h]=t,h++}else if(e.isHemisphereLight){const t=n.get(e);t.skyColor.copy(e.color).multiplyScalar(y),t.groundColor.copy(e.groundColor).multiplyScalar(y),r.hemi[p]=t,p++}}d>0&&(e.isWebGL2||!0===t.has("OES_texture_float_linear")?(r.rectAreaLTC1=ui.LTC_FLOAT_1,r.rectAreaLTC2=ui.LTC_FLOAT_2):!0===t.has("OES_texture_half_float_linear")?(r.rectAreaLTC1=ui.LTC_HALF_1,r.rectAreaLTC2=ui.LTC_HALF_2):console.error("THREE.WebGLRenderer: Unable to use RectAreaLight. Missing WebGL extensions.")),r.ambient[0]=a,r.ambient[1]=o,r.ambient[2]=l;const v=r.hash;v.directionalLength===c&&v.pointLength===h&&v.spotLength===u&&v.rectAreaLength===d&&v.hemiLength===p&&v.numDirectionalShadows===m&&v.numPointShadows===f&&v.numSpotShadows===g||(r.directional.length=c,r.spot.length=u,r.rectArea.length=d,r.point.length=h,r.hemi.length=p,r.directionalShadow.length=m,r.directionalShadowMap.length=m,r.pointShadow.length=f,r.pointShadowMap.length=f,r.spotShadow.length=g,r.spotShadowMap.length=g,r.directionalShadowMatrix.length=m,r.pointShadowMatrix.length=f,r.spotShadowMatrix.length=g,v.directionalLength=c,v.pointLength=h,v.spotLength=u,v.rectAreaLength=d,v.hemiLength=p,v.numDirectionalShadows=m,v.numPointShadows=f,v.numSpotShadows=g,r.version=rs++)},setupView:function(t,e){let n=0,i=0,l=0,c=0,h=0;const u=e.matrixWorldInverse;for(let e=0,d=t.length;e<d;e++){const d=t[e];if(d.isDirectionalLight){const t=r.directional[n];t.direction.setFromMatrixPosition(d.matrixWorld),s.setFromMatrixPosition(d.target.matrixWorld),t.direction.sub(s),t.direction.transformDirection(u),n++}else if(d.isSpotLight){const t=r.spot[l];t.position.setFromMatrixPosition(d.matrixWorld),t.position.applyMatrix4(u),t.direction.setFromMatrixPosition(d.matrixWorld),s.setFromMatrixPosition(d.target.matrixWorld),t.direction.sub(s),t.direction.transformDirection(u),l++}else if(d.isRectAreaLight){const t=r.rectArea[c];t.position.setFromMatrixPosition(d.matrixWorld),t.position.applyMatrix4(u),o.identity(),a.copy(d.matrixWorld),a.premultiply(u),o.extractRotation(a),t.halfWidth.set(.5*d.width,0,0),t.halfHeight.set(0,.5*d.height,0),t.halfWidth.applyMatrix4(o),t.halfHeight.applyMatrix4(o),c++}else if(d.isPointLight){const t=r.point[i];t.position.setFromMatrixPosition(d.matrixWorld),t.position.applyMatrix4(u),i++}else if(d.isHemisphereLight){const t=r.hemi[h];t.direction.setFromMatrixPosition(d.matrixWorld),t.direction.transformDirection(u),t.direction.normalize(),h++}}},state:r}}function os(t,e){const n=new as(t,e),i=[],r=[];return{init:function(){i.length=0,r.length=0},state:{lightsArray:i,shadowsArray:r,lights:n},setupLights:function(){n.setup(i)},setupLightsView:function(t){n.setupView(i,t)},pushLight:function(t){i.push(t)},pushShadow:function(t){r.push(t)}}}function ls(t,e){let n=new WeakMap;return{get:function(i,r=0){let s;return!1===n.has(i)?(s=new os(t,e),n.set(i,[s])):r>=n.get(i).length?(s=new os(t,e),n.get(i).push(s)):s=n.get(i)[r],s},dispose:function(){n=new WeakMap}}}class cs extends Xe{constructor(t){super(),this.type="MeshDepthMaterial",this.depthPacking=3200,this.skinning=!1,this.morphTargets=!1,this.map=null,this.alphaMap=null,this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.wireframe=!1,this.wireframeLinewidth=1,this.fog=!1,this.setValues(t)}copy(t){return super.copy(t),this.depthPacking=t.depthPacking,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.map=t.map,this.alphaMap=t.alphaMap,this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this}}cs.prototype.isMeshDepthMaterial=!0;class hs extends Xe{constructor(t){super(),this.type="MeshDistanceMaterial",this.referencePosition=new Lt,this.nearDistance=1,this.farDistance=1e3,this.skinning=!1,this.morphTargets=!1,this.map=null,this.alphaMap=null,this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.fog=!1,this.setValues(t)}copy(t){return super.copy(t),this.referencePosition.copy(t.referencePosition),this.nearDistance=t.nearDistance,this.farDistance=t.farDistance,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.map=t.map,this.alphaMap=t.alphaMap,this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this}}hs.prototype.isMeshDistanceMaterial=!0;function us(t,e,n){let i=new ai;const r=new vt,s=new vt,a=new St,o=[],l=[],c={},h=n.maxTextureSize,u={0:1,1:0,2:2},d=new Jn({defines:{SAMPLE_RATE:2/8,HALF_SAMPLE_RATE:1/8},uniforms:{shadow_pass:{value:null},resolution:{value:new vt},radius:{value:4}},vertexShader:"void main() {\n\tgl_Position = vec4( position, 1.0 );\n}",fragmentShader:"uniform sampler2D shadow_pass;\nuniform vec2 resolution;\nuniform float radius;\n#include <packing>\nvoid main() {\n\tfloat mean = 0.0;\n\tfloat squared_mean = 0.0;\n\tfloat depth = unpackRGBAToDepth( texture2D( shadow_pass, ( gl_FragCoord.xy ) / resolution ) 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r=e.update(v);d.uniforms.shadow_pass.value=n.map.texture,d.uniforms.resolution.value=n.mapSize,d.uniforms.radius.value=n.radius,t.setRenderTarget(n.mapPass),t.clear(),t.renderBufferDirect(i,null,r,d,v,null),m.uniforms.shadow_pass.value=n.mapPass.texture,m.uniforms.resolution.value=n.mapSize,m.uniforms.radius.value=n.radius,t.setRenderTarget(n.map),t.clear(),t.renderBufferDirect(i,null,r,m,v,null)}function _(t,e,n){const i=t<<0|e<<1|n<<2;let r=o[i];return void 0===r&&(r=new cs({depthPacking:3201,morphTargets:t,skinning:e}),o[i]=r),r}function w(t,e,n){const i=t<<0|e<<1|n<<2;let r=l[i];return void 0===r&&(r=new hs({morphTargets:t,skinning:e}),l[i]=r),r}function b(e,n,i,r,s,a,o){let l=null,h=_,d=e.customDepthMaterial;if(!0===r.isPointLight&&(h=w,d=e.customDistanceMaterial),void 0===d){let t=!1;!0===i.morphTargets&&(t=n.morphAttributes&&n.morphAttributes.position&&n.morphAttributes.position.length>0);let r=!1;!0===e.isSkinnedMesh&&(!0===i.skinning?r=!0:console.warn("THREE.WebGLShadowMap: 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l=t.getRenderTarget(),c=t.getActiveCubeFace(),u=t.getActiveMipmapLevel(),d=t.state;d.setBlending(0),d.buffers.color.setClear(1,1,1,1),d.buffers.depth.setTest(!0),d.setScissorTest(!1);for(let l=0,c=e.length;l<c;l++){const c=e[l],u=c.shadow;if(void 0===u){console.warn("THREE.WebGLShadowMap:",c,"has no shadow.");continue}if(!1===u.autoUpdate&&!1===u.needsUpdate)continue;r.copy(u.mapSize);const m=u.getFrameExtents();if(r.multiply(m),s.copy(u.mapSize),(r.x>h||r.y>h)&&(r.x>h&&(s.x=Math.floor(h/m.x),r.x=s.x*m.x,u.mapSize.x=s.x),r.y>h&&(s.y=Math.floor(h/m.y),r.y=s.y*m.y,u.mapSize.y=s.y)),null===u.map&&!u.isPointLightShadow&&3===this.type){const t={minFilter:g,magFilter:g,format:E};u.map=new Tt(r.x,r.y,t),u.map.texture.name=c.name+".shadowMap",u.mapPass=new Tt(r.x,r.y,t),u.camera.updateProjectionMatrix()}if(null===u.map){const t={minFilter:p,magFilter:p,format:E};u.map=new 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l=function(t){return!o&&(t.wrapS!==u||t.wrapT!==u||t.minFilter!==p&&t.minFilter!==g)}(i)&&!1===B(i.image),c=N(i.image,l,!1,x),h=B(c)||o,d=s.convert(i.format);let m,f=s.convert(i.type),v=O(i.internalFormat,d,f);X(a,i,h);const y=i.mipmaps;if(i.isDepthTexture)v=6402,o?v=i.type===b?36012:i.type===w?33190:i.type===S?35056:33189:i.type===b&&console.error("WebGLRenderer: Floating point depth texture requires WebGL2."),i.format===A&&6402===v&&i.type!==_&&i.type!==w&&(console.warn("THREE.WebGLRenderer: Use UnsignedShortType or UnsignedIntType for DepthFormat DepthTexture."),i.type=_,f=s.convert(i.type)),i.format===L&&6402===v&&(v=34041,i.type!==S&&(console.warn("THREE.WebGLRenderer: Use UnsignedInt248Type for DepthStencilFormat DepthTexture."),i.type=S,f=s.convert(i.type))),n.texImage2D(3553,0,v,c.width,c.height,0,d,f,null);else if(i.isDataTexture)if(y.length>0&&h){for(let t=0,e=y.length;t<e;t++)m=y[t],n.texImage2D(3553,t,v,m.width,m.height,0,d,f,m.data);i.generateMipmaps=!1,e.__maxMipLevel=y.length-1}else n.texImage2D(3553,0,v,c.width,c.height,0,d,f,c.data),e.__maxMipLevel=0;else if(i.isCompressedTexture){for(let t=0,e=y.length;t<e;t++)m=y[t],i.format!==E&&i.format!==T?null!==d?n.compressedTexImage2D(3553,t,v,m.width,m.height,0,m.data):console.warn("THREE.WebGLRenderer: Attempt to load unsupported compressed texture format in .uploadTexture()"):n.texImage2D(3553,t,v,m.width,m.height,0,d,f,m.data);e.__maxMipLevel=y.length-1}else if(i.isDataTexture2DArray)n.texImage3D(35866,0,v,c.width,c.height,c.depth,0,d,f,c.data),e.__maxMipLevel=0;else if(i.isDataTexture3D)n.texImage3D(32879,0,v,c.width,c.height,c.depth,0,d,f,c.data),e.__maxMipLevel=0;else if(y.length>0&&h){for(let t=0,e=y.length;t<e;t++)m=y[t],n.texImage2D(3553,t,v,d,f,m);i.generateMipmaps=!1,e.__maxMipLevel=y.length-1}else n.texImage2D(3553,0,v,d,f,c),e.__maxMipLevel=0;z(i,h)&&F(a,i,c.width,c.height),e.__version=i.version,i.onUpdate&&i.onUpdate(i)}function J(e,r,a,o){const l=r.texture,c=s.convert(l.format),h=s.convert(l.type),u=O(l.internalFormat,c,h);32879===o||35866===o?n.texImage3D(o,0,u,r.width,r.height,r.depth,0,c,h,null):n.texImage2D(o,0,u,r.width,r.height,0,c,h,null),n.bindFramebuffer(36160,e),t.framebufferTexture2D(36160,a,o,i.get(l).__webglTexture,0),n.bindFramebuffer(36160,null)}function Q(e,n,i){if(t.bindRenderbuffer(36161,e),n.depthBuffer&&!n.stencilBuffer){let r=33189;if(i){const e=n.depthTexture;e&&e.isDepthTexture&&(e.type===b?r=36012:e.type===w&&(r=33190));const i=$(n);t.renderbufferStorageMultisample(36161,i,r,n.width,n.height)}else t.renderbufferStorage(36161,r,n.width,n.height);t.framebufferRenderbuffer(36160,36096,36161,e)}else if(n.depthBuffer&&n.stencilBuffer){if(i){const e=$(n);t.renderbufferStorageMultisample(36161,e,35056,n.width,n.height)}else t.renderbufferStorage(36161,34041,n.width,n.height);t.framebufferRenderbuffer(36160,33306,36161,e)}else{const e=n.texture,r=s.convert(e.format),a=s.convert(e.type),o=O(e.internalFormat,r,a);if(i){const e=$(n);t.renderbufferStorageMultisample(36161,e,o,n.width,n.height)}else t.renderbufferStorage(36161,o,n.width,n.height)}t.bindRenderbuffer(36161,null)}function K(e){const r=i.get(e),s=!0===e.isWebGLCubeRenderTarget;if(e.depthTexture){if(s)throw new Error("target.depthTexture not supported in Cube render targets");!function(e,r){if(r&&r.isWebGLCubeRenderTarget)throw new Error("Depth Texture with cube render targets is not supported");if(n.bindFramebuffer(36160,e),!r.depthTexture||!r.depthTexture.isDepthTexture)throw new Error("renderTarget.depthTexture must be an instance of THREE.DepthTexture");i.get(r.depthTexture).__webglTexture&&r.depthTexture.image.width===r.width&&r.depthTexture.image.height===r.height||(r.depthTexture.image.width=r.width,r.depthTexture.image.height=r.height,r.depthTexture.needsUpdate=!0),V(r.depthTexture,0);const s=i.get(r.depthTexture).__webglTexture;if(r.depthTexture.format===A)t.framebufferTexture2D(36160,36096,3553,s,0);else{if(r.depthTexture.format!==L)throw new Error("Unknown depthTexture format");t.framebufferTexture2D(36160,33306,3553,s,0)}}(r.__webglFramebuffer,e)}else if(s){r.__webglDepthbuffer=[];for(let i=0;i<6;i++)n.bindFramebuffer(36160,r.__webglFramebuffer[i]),r.__webglDepthbuffer[i]=t.createRenderbuffer(),Q(r.__webglDepthbuffer[i],e,!1)}else n.bindFramebuffer(36160,r.__webglFramebuffer),r.__webglDepthbuffer=t.createRenderbuffer(),Q(r.__webglDepthbuffer,e,!1);n.bindFramebuffer(36160,null)}function $(t){return o&&t.isWebGLMultisampleRenderTarget?Math.min(R,t.samples):0}let tt=!1,et=!1;this.allocateTextureUnit=function(){const t=k;return t>=l&&console.warn("THREE.WebGLTextures: Trying to use "+t+" texture units while this GPU supports only "+l),k+=1,t},this.resetTextureUnits=function(){k=0},this.setTexture2D=V,this.setTexture2DArray=function(t,e){const r=i.get(t);t.version>0&&r.__version!==t.version?Z(r,t,e):(n.activeTexture(33984+e),n.bindTexture(35866,r.__webglTexture))},this.setTexture3D=function(t,e){const r=i.get(t);t.version>0&&r.__version!==t.version?Z(r,t,e):(n.activeTexture(33984+e),n.bindTexture(32879,r.__webglTexture))},this.setTextureCube=W,this.setupRenderTarget=function(e){const r=e.texture,l=i.get(e),c=i.get(r);e.addEventListener("dispose",U),c.__webglTexture=t.createTexture(),c.__version=r.version,a.memory.textures++;const h=!0===e.isWebGLCubeRenderTarget,u=!0===e.isWebGLMultisampleRenderTarget,d=r.isDataTexture3D||r.isDataTexture2DArray,p=B(e)||o;if(!o||r.format!==T||r.type!==b&&r.type!==M||(r.format=E,console.warn("THREE.WebGLRenderer: Rendering to textures with RGB format is not supported. 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Use their .texture property instead."),tt=!0),t=t.texture),V(t,e)},this.safeSetTextureCube=function(t,e){t&&t.isWebGLCubeRenderTarget&&(!1===et&&(console.warn("THREE.WebGLTextures.safeSetTextureCube: don't use cube render targets as textures. Use their .texture property instead."),et=!0),t=t.texture),W(t,e)}}function ms(t,e,n){const i=n.isWebGL2;return{convert:function(t){let n;if(t===x)return 5121;if(1017===t)return 32819;if(1018===t)return 32820;if(1019===t)return 33635;if(1010===t)return 5120;if(1011===t)return 5122;if(t===_)return 5123;if(1013===t)return 5124;if(t===w)return 5125;if(t===b)return 5126;if(t===M)return i?5131:(n=e.get("OES_texture_half_float"),null!==n?n.HALF_FLOAT_OES:null);if(1021===t)return 6406;if(t===T)return 6407;if(t===E)return 6408;if(1024===t)return 6409;if(1025===t)return 6410;if(t===A)return 6402;if(t===L)return 34041;if(1028===t)return 6403;if(1029===t)return 36244;if(1030===t)return 33319;if(1031===t)return 33320;if(1032===t)return 36248;if(1033===t)return 36249;if(t===R||t===C||t===P||t===D){if(n=e.get("WEBGL_compressed_texture_s3tc"),null===n)return null;if(t===R)return n.COMPRESSED_RGB_S3TC_DXT1_EXT;if(t===C)return n.COMPRESSED_RGBA_S3TC_DXT1_EXT;if(t===P)return n.COMPRESSED_RGBA_S3TC_DXT3_EXT;if(t===D)return n.COMPRESSED_RGBA_S3TC_DXT5_EXT}if(t===I||t===N||t===B||t===z){if(n=e.get("WEBGL_compressed_texture_pvrtc"),null===n)return null;if(t===I)return n.COMPRESSED_RGB_PVRTC_4BPPV1_IMG;if(t===N)return n.COMPRESSED_RGB_PVRTC_2BPPV1_IMG;if(t===B)return n.COMPRESSED_RGBA_PVRTC_4BPPV1_IMG;if(t===z)return n.COMPRESSED_RGBA_PVRTC_2BPPV1_IMG}if(36196===t)return n=e.get("WEBGL_compressed_texture_etc1"),null!==n?n.COMPRESSED_RGB_ETC1_WEBGL:null;if((t===F||t===O)&&(n=e.get("WEBGL_compressed_texture_etc"),null!==n)){if(t===F)return n.COMPRESSED_RGB8_ETC2;if(t===O)return n.COMPRESSED_RGBA8_ETC2_EAC}return 37808===t||37809===t||37810===t||37811===t||37812===t||37813===t||37814===t||37815===t||37816===t||37817===t||37818===t||37819===t||37820===t||37821===t||37840===t||37841===t||37842===t||37843===t||37844===t||37845===t||37846===t||37847===t||37848===t||37849===t||37850===t||37851===t||37852===t||37853===t?(n=e.get("WEBGL_compressed_texture_astc"),null!==n?t:null):36492===t?(n=e.get("EXT_texture_compression_bptc"),null!==n?t:null):t===S?i?34042:(n=e.get("WEBGL_depth_texture"),null!==n?n.UNSIGNED_INT_24_8_WEBGL:null):void 0}}}class fs extends Kn{constructor(t=[]){super(),this.cameras=t}}fs.prototype.isArrayCamera=!0;class gs extends Ce{constructor(){super(),this.type="Group"}}gs.prototype.isGroup=!0;const vs={type:"move"};class ys{constructor(){this._targetRay=null,this._grip=null,this._hand=null}getHandSpace(){return null===this._hand&&(this._hand=new gs,this._hand.matrixAutoUpdate=!1,this._hand.visible=!1,this._hand.joints={},this._hand.inputState={pinching:!1}),this._hand}getTargetRaySpace(){return null===this._targetRay&&(this._targetRay=new gs,this._targetRay.matrixAutoUpdate=!1,this._targetRay.visible=!1,this._targetRay.hasLinearVelocity=!1,this._targetRay.linearVelocity=new Lt,this._targetRay.hasAngularVelocity=!1,this._targetRay.angularVelocity=new Lt),this._targetRay}getGripSpace(){return null===this._grip&&(this._grip=new gs,this._grip.matrixAutoUpdate=!1,this._grip.visible=!1,this._grip.hasLinearVelocity=!1,this._grip.linearVelocity=new Lt,this._grip.hasAngularVelocity=!1,this._grip.angularVelocity=new Lt),this._grip}dispatchEvent(t){return null!==this._targetRay&&this._targetRay.dispatchEvent(t),null!==this._grip&&this._grip.dispatchEvent(t),null!==this._hand&&this._hand.dispatchEvent(t),this}disconnect(t){return this.dispatchEvent({type:"disconnected",data:t}),null!==this._targetRay&&(this._targetRay.visible=!1),null!==this._grip&&(this._grip.visible=!1),null!==this._hand&&(this._hand.visible=!1),this}update(t,e,n){let i=null,r=null,s=null;const a=this._targetRay,o=this._grip,l=this._hand;if(t&&"visible-blurred"!==e.session.visibilityState)if(null!==a&&(i=e.getPose(t.targetRaySpace,n),null!==i&&(a.matrix.fromArray(i.transform.matrix),a.matrix.decompose(a.position,a.rotation,a.scale),i.linearVelocity?(a.hasLinearVelocity=!0,a.linearVelocity.copy(i.linearVelocity)):a.hasLinearVelocity=!1,i.angularVelocity?(a.hasAngularVelocity=!0,a.angularVelocity.copy(i.angularVelocity)):a.hasAngularVelocity=!1,this.dispatchEvent(vs))),l&&t.hand){s=!0;for(const i of t.hand.values()){const t=e.getJointPose(i,n);if(void 0===l.joints[i.jointName]){const t=new gs;t.matrixAutoUpdate=!1,t.visible=!1,l.joints[i.jointName]=t,l.add(t)}const r=l.joints[i.jointName];null!==t&&(r.matrix.fromArray(t.transform.matrix),r.matrix.decompose(r.position,r.rotation,r.scale),r.jointRadius=t.radius),r.visible=null!==t}const i=l.joints["index-finger-tip"],r=l.joints["thumb-tip"],a=i.position.distanceTo(r.position),o=.02,c=.005;l.inputState.pinching&&a>o+c?(l.inputState.pinching=!1,this.dispatchEvent({type:"pinchend",handedness:t.handedness,target:this})):!l.inputState.pinching&&a<=o-c&&(l.inputState.pinching=!0,this.dispatchEvent({type:"pinchstart",handedness:t.handedness,target:this}))}else null!==o&&t.gripSpace&&(r=e.getPose(t.gripSpace,n),null!==r&&(o.matrix.fromArray(r.transform.matrix),o.matrix.decompose(o.position,o.rotation,o.scale),r.linearVelocity?(o.hasLinearVelocity=!0,o.linearVelocity.copy(r.linearVelocity)):o.hasLinearVelocity=!1,r.angularVelocity?(o.hasAngularVelocity=!0,o.angularVelocity.copy(r.angularVelocity)):o.hasAngularVelocity=!1));return null!==a&&(a.visible=null!==i),null!==o&&(o.visible=null!==r),null!==l&&(l.visible=null!==s),this}}class xs extends rt{constructor(t,e){super();const n=this,i=t.state;let r=null,s=1,a=null,o="local-floor",l=null;const c=[],h=new Map,u=new Kn;u.layers.enable(1),u.viewport=new St;const d=new Kn;d.layers.enable(2),d.viewport=new St;const p=[u,d],m=new fs;m.layers.enable(1),m.layers.enable(2);let f=null,g=null;function v(t){const e=h.get(t.inputSource);e&&e.dispatchEvent({type:t.type,data:t.inputSource})}function y(){h.forEach((function(t,e){t.disconnect(e)})),h.clear(),f=null,g=null,i.bindXRFramebuffer(null),t.setRenderTarget(t.getRenderTarget()),S.stop(),n.isPresenting=!1,n.dispatchEvent({type:"sessionend"})}function x(t){const e=r.inputSources;for(let t=0;t<c.length;t++)h.set(e[t],c[t]);for(let e=0;e<t.removed.length;e++){const n=t.removed[e],i=h.get(n);i&&(i.dispatchEvent({type:"disconnected",data:n}),h.delete(n))}for(let e=0;e<t.added.length;e++){const n=t.added[e],i=h.get(n);i&&i.dispatchEvent({type:"connected",data:n})}}this.enabled=!1,this.isPresenting=!1,this.getController=function(t){let e=c[t];return void 0===e&&(e=new ys,c[t]=e),e.getTargetRaySpace()},this.getControllerGrip=function(t){let e=c[t];return void 0===e&&(e=new ys,c[t]=e),e.getGripSpace()},this.getHand=function(t){let e=c[t];return void 0===e&&(e=new ys,c[t]=e),e.getHandSpace()},this.setFramebufferScaleFactor=function(t){s=t,!0===n.isPresenting&&console.warn("THREE.WebXRManager: Cannot change framebuffer scale while presenting.")},this.setReferenceSpaceType=function(t){o=t,!0===n.isPresenting&&console.warn("THREE.WebXRManager: Cannot change reference space type while presenting.")},this.getReferenceSpace=function(){return a},this.getSession=function(){return r},this.setSession=async function(t){if(r=t,null!==r){r.addEventListener("select",v),r.addEventListener("selectstart",v),r.addEventListener("selectend",v),r.addEventListener("squeeze",v),r.addEventListener("squeezestart",v),r.addEventListener("squeezeend",v),r.addEventListener("end",y),r.addEventListener("inputsourceschange",x);const t=e.getContextAttributes();!0!==t.xrCompatible&&await e.makeXRCompatible();const i={antialias:t.antialias,alpha:t.alpha,depth:t.depth,stencil:t.stencil,framebufferScaleFactor:s},l=new XRWebGLLayer(r,e,i);r.updateRenderState({baseLayer:l}),a=await r.requestReferenceSpace(o),S.setContext(r),S.start(),n.isPresenting=!0,n.dispatchEvent({type:"sessionstart"})}};const _=new Lt,w=new Lt;function b(t,e){null===e?t.matrixWorld.copy(t.matrix):t.matrixWorld.multiplyMatrices(e.matrixWorld,t.matrix),t.matrixWorldInverse.copy(t.matrixWorld).invert()}this.getCamera=function(t){m.near=d.near=u.near=t.near,m.far=d.far=u.far=t.far,f===m.near&&g===m.far||(r.updateRenderState({depthNear:m.near,depthFar:m.far}),f=m.near,g=m.far);const e=t.parent,n=m.cameras;b(m,e);for(let t=0;t<n.length;t++)b(n[t],e);t.matrixWorld.copy(m.matrixWorld),t.matrix.copy(m.matrix),t.matrix.decompose(t.position,t.quaternion,t.scale);const i=t.children;for(let t=0,e=i.length;t<e;t++)i[t].updateMatrixWorld(!0);return 2===n.length?function(t,e,n){_.setFromMatrixPosition(e.matrixWorld),w.setFromMatrixPosition(n.matrixWorld);const i=_.distanceTo(w),r=e.projectionMatrix.elements,s=n.projectionMatrix.elements,a=r[14]/(r[10]-1),o=r[14]/(r[10]+1),l=(r[9]+1)/r[5],c=(r[9]-1)/r[5],h=(r[8]-1)/r[0],u=(s[8]+1)/s[0],d=a*h,p=a*u,m=i/(-h+u),f=m*-h;e.matrixWorld.decompose(t.position,t.quaternion,t.scale),t.translateX(f),t.translateZ(m),t.matrixWorld.compose(t.position,t.quaternion,t.scale),t.matrixWorldInverse.copy(t.matrixWorld).invert();const g=a+m,v=o+m,y=d-f,x=p+(i-f),b=l*o/v*g,M=c*o/v*g;t.projectionMatrix.makePerspective(y,x,b,M,g,v)}(m,u,d):m.projectionMatrix.copy(u.projectionMatrix),m};let M=null;const S=new oi;S.setAnimationLoop((function(t,e){if(l=e.getViewerPose(a),null!==l){const t=l.views,e=r.renderState.baseLayer;i.bindXRFramebuffer(e.framebuffer);let n=!1;t.length!==m.cameras.length&&(m.cameras.length=0,n=!0);for(let i=0;i<t.length;i++){const r=t[i],s=e.getViewport(r),a=p[i];a.matrix.fromArray(r.transform.matrix),a.projectionMatrix.fromArray(r.projectionMatrix),a.viewport.set(s.x,s.y,s.width,s.height),0===i&&m.matrix.copy(a.matrix),!0===n&&m.cameras.push(a)}}const n=r.inputSources;for(let t=0;t<c.length;t++){const i=c[t],r=n[t];i.update(r,e,a)}M&&M(t,e)})),this.setAnimationLoop=function(t){M=t},this.dispose=function(){}}}function _s(t){function e(e,n){e.opacity.value=n.opacity,n.color&&e.diffuse.value.copy(n.color),n.emissive&&e.emissive.value.copy(n.emissive).multiplyScalar(n.emissiveIntensity),n.map&&(e.map.value=n.map),n.alphaMap&&(e.alphaMap.value=n.alphaMap),n.specularMap&&(e.specularMap.value=n.specularMap);const i=t.get(n).envMap;if(i){e.envMap.value=i,e.flipEnvMap.value=i.isCubeTexture&&i._needsFlipEnvMap?-1:1,e.reflectivity.value=n.reflectivity,e.refractionRatio.value=n.refractionRatio;const r=t.get(i).__maxMipLevel;void 0!==r&&(e.maxMipLevel.value=r)}let r,s;n.lightMap&&(e.lightMap.value=n.lightMap,e.lightMapIntensity.value=n.lightMapIntensity),n.aoMap&&(e.aoMap.value=n.aoMap,e.aoMapIntensity.value=n.aoMapIntensity),n.map?r=n.map:n.specularMap?r=n.specularMap:n.displacementMap?r=n.displacementMap:n.normalMap?r=n.normalMap:n.bumpMap?r=n.bumpMap:n.roughnessMap?r=n.roughnessMap:n.metalnessMap?r=n.metalnessMap:n.alphaMap?r=n.alphaMap:n.emissiveMap?r=n.emissiveMap:n.clearcoatMap?r=n.clearcoatMap:n.clearcoatNormalMap?r=n.clearcoatNormalMap:n.clearcoatRoughnessMap&&(r=n.clearcoatRoughnessMap),void 0!==r&&(r.isWebGLRenderTarget&&(r=r.texture),!0===r.matrixAutoUpdate&&r.updateMatrix(),e.uvTransform.value.copy(r.matrix)),n.aoMap?s=n.aoMap:n.lightMap&&(s=n.lightMap),void 0!==s&&(s.isWebGLRenderTarget&&(s=s.texture),!0===s.matrixAutoUpdate&&s.updateMatrix(),e.uv2Transform.value.copy(s.matrix))}function n(e,n){e.roughness.value=n.roughness,e.metalness.value=n.metalness,n.roughnessMap&&(e.roughnessMap.value=n.roughnessMap),n.metalnessMap&&(e.metalnessMap.value=n.metalnessMap),n.emissiveMap&&(e.emissiveMap.value=n.emissiveMap),n.bumpMap&&(e.bumpMap.value=n.bumpMap,e.bumpScale.value=n.bumpScale,1===n.side&&(e.bumpScale.value*=-1)),n.normalMap&&(e.normalMap.value=n.normalMap,e.normalScale.value.copy(n.normalScale),1===n.side&&e.normalScale.value.negate()),n.displacementMap&&(e.displacementMap.value=n.displacementMap,e.displacementScale.value=n.displacementScale,e.displacementBias.value=n.displacementBias);t.get(n).envMap&&(e.envMapIntensity.value=n.envMapIntensity)}return{refreshFogUniforms:function(t,e){t.fogColor.value.copy(e.color),e.isFog?(t.fogNear.value=e.near,t.fogFar.value=e.far):e.isFogExp2&&(t.fogDensity.value=e.density)},refreshMaterialUniforms:function(t,i,r,s){i.isMeshBasicMaterial?e(t,i):i.isMeshLambertMaterial?(e(t,i),function(t,e){e.emissiveMap&&(t.emissiveMap.value=e.emissiveMap)}(t,i)):i.isMeshToonMaterial?(e(t,i),function(t,e){e.gradientMap&&(t.gradientMap.value=e.gradientMap);e.emissiveMap&&(t.emissiveMap.value=e.emissiveMap);e.bumpMap&&(t.bumpMap.value=e.bumpMap,t.bumpScale.value=e.bumpScale,1===e.side&&(t.bumpScale.value*=-1));e.normalMap&&(t.normalMap.value=e.normalMap,t.normalScale.value.copy(e.normalScale),1===e.side&&t.normalScale.value.negate());e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias)}(t,i)):i.isMeshPhongMaterial?(e(t,i),function(t,e){t.specular.value.copy(e.specular),t.shininess.value=Math.max(e.shininess,1e-4),e.emissiveMap&&(t.emissiveMap.value=e.emissiveMap);e.bumpMap&&(t.bumpMap.value=e.bumpMap,t.bumpScale.value=e.bumpScale,1===e.side&&(t.bumpScale.value*=-1));e.normalMap&&(t.normalMap.value=e.normalMap,t.normalScale.value.copy(e.normalScale),1===e.side&&t.normalScale.value.negate());e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias)}(t,i)):i.isMeshStandardMaterial?(e(t,i),i.isMeshPhysicalMaterial?function(t,e){n(t,e),t.reflectivity.value=e.reflectivity,t.clearcoat.value=e.clearcoat,t.clearcoatRoughness.value=e.clearcoatRoughness,e.sheen&&t.sheen.value.copy(e.sheen);e.clearcoatMap&&(t.clearcoatMap.value=e.clearcoatMap);e.clearcoatRoughnessMap&&(t.clearcoatRoughnessMap.value=e.clearcoatRoughnessMap);e.clearcoatNormalMap&&(t.clearcoatNormalScale.value.copy(e.clearcoatNormalScale),t.clearcoatNormalMap.value=e.clearcoatNormalMap,1===e.side&&t.clearcoatNormalScale.value.negate());t.transmission.value=e.transmission,e.transmissionMap&&(t.transmissionMap.value=e.transmissionMap)}(t,i):n(t,i)):i.isMeshMatcapMaterial?(e(t,i),function(t,e){e.matcap&&(t.matcap.value=e.matcap);e.bumpMap&&(t.bumpMap.value=e.bumpMap,t.bumpScale.value=e.bumpScale,1===e.side&&(t.bumpScale.value*=-1));e.normalMap&&(t.normalMap.value=e.normalMap,t.normalScale.value.copy(e.normalScale),1===e.side&&t.normalScale.value.negate());e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias)}(t,i)):i.isMeshDepthMaterial?(e(t,i),function(t,e){e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias)}(t,i)):i.isMeshDistanceMaterial?(e(t,i),function(t,e){e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias);t.referencePosition.value.copy(e.referencePosition),t.nearDistance.value=e.nearDistance,t.farDistance.value=e.farDistance}(t,i)):i.isMeshNormalMaterial?(e(t,i),function(t,e){e.bumpMap&&(t.bumpMap.value=e.bumpMap,t.bumpScale.value=e.bumpScale,1===e.side&&(t.bumpScale.value*=-1));e.normalMap&&(t.normalMap.value=e.normalMap,t.normalScale.value.copy(e.normalScale),1===e.side&&t.normalScale.value.negate());e.displacementMap&&(t.displacementMap.value=e.displacementMap,t.displacementScale.value=e.displacementScale,t.displacementBias.value=e.displacementBias)}(t,i)):i.isLineBasicMaterial?(function(t,e){t.diffuse.value.copy(e.color),t.opacity.value=e.opacity}(t,i),i.isLineDashedMaterial&&function(t,e){t.dashSize.value=e.dashSize,t.totalSize.value=e.dashSize+e.gapSize,t.scale.value=e.scale}(t,i)):i.isPointsMaterial?function(t,e,n,i){t.diffuse.value.copy(e.color),t.opacity.value=e.opacity,t.size.value=e.size*n,t.scale.value=.5*i,e.map&&(t.map.value=e.map);e.alphaMap&&(t.alphaMap.value=e.alphaMap);let r;e.map?r=e.map:e.alphaMap&&(r=e.alphaMap);void 0!==r&&(!0===r.matrixAutoUpdate&&r.updateMatrix(),t.uvTransform.value.copy(r.matrix))}(t,i,r,s):i.isSpriteMaterial?function(t,e){t.diffuse.value.copy(e.color),t.opacity.value=e.opacity,t.rotation.value=e.rotation,e.map&&(t.map.value=e.map);e.alphaMap&&(t.alphaMap.value=e.alphaMap);let n;e.map?n=e.map:e.alphaMap&&(n=e.alphaMap);void 0!==n&&(!0===n.matrixAutoUpdate&&n.updateMatrix(),t.uvTransform.value.copy(n.matrix))}(t,i):i.isShadowMaterial?(t.color.value.copy(i.color),t.opacity.value=i.opacity):i.isShaderMaterial&&(i.uniformsNeedUpdate=!1)}}}function ws(t){const e=void 0!==(t=t||{}).canvas?t.canvas:function(){const t=document.createElementNS("http://www.w3.org/1999/xhtml","canvas");return t.style.display="block",t}(),n=void 0!==t.context?t.context:null,i=void 0!==t.alpha&&t.alpha,r=void 0===t.depth||t.depth,s=void 0===t.stencil||t.stencil,a=void 0!==t.antialias&&t.antialias,o=void 0===t.premultipliedAlpha||t.premultipliedAlpha,l=void 0!==t.preserveDrawingBuffer&&t.preserveDrawingBuffer,c=void 0!==t.powerPreference?t.powerPreference:"default",h=void 0!==t.failIfMajorPerformanceCaveat&&t.failIfMajorPerformanceCaveat;let u=null,d=null;const p=[],m=[];this.domElement=e,this.debug={checkShaderErrors:!0},this.autoClear=!0,this.autoClearColor=!0,this.autoClearDepth=!0,this.autoClearStencil=!0,this.sortObjects=!0,this.clippingPlanes=[],this.localClippingEnabled=!1,this.gammaFactor=2,this.outputEncoding=X,this.physicallyCorrectLights=!1,this.toneMapping=0,this.toneMappingExposure=1;const f=this;let g=!1,v=0,y=0,_=null,w=-1,S=null;const T=new St,A=new St;let L=null,R=e.width,C=e.height,P=1,D=null,I=null;const N=new St(0,0,R,C),B=new St(0,0,R,C);let z=!1;const F=new ai;let O=!1,H=!1;const G=new se,U=new Lt,k={background:null,fog:null,environment:null,overrideMaterial:null,isScene:!0};function V(){return null===_?P:1}let W,j,q,Y,Z,J,Q,K,$,tt,et,nt,it,rt,st,at,ot,lt,ct,ht,ut,dt,pt=n;function ft(t,n){for(let i=0;i<t.length;i++){const r=t[i],s=e.getContext(r,n);if(null!==s)return s}return null}try{const t={alpha:i,depth:r,stencil:s,antialias:a,premultipliedAlpha:o,preserveDrawingBuffer:l,powerPreference:c,failIfMajorPerformanceCaveat:h};if(e.addEventListener("webglcontextlost",xt,!1),e.addEventListener("webglcontextrestored",_t,!1),null===pt){const e=["webgl2","webgl","experimental-webgl"];if(!0===f.isWebGL1Renderer&&e.shift(),pt=ft(e,t),null===pt)throw ft(e)?new Error("Error creating WebGL context with your selected attributes."):new Error("Error creating WebGL context.")}void 0===pt.getShaderPrecisionFormat&&(pt.getShaderPrecisionFormat=function(){return{rangeMin:1,rangeMax:1,precision:1}})}catch(t){throw console.error("THREE.WebGLRenderer: "+t.message),t}function gt(){W=new xi(pt),j=new gi(pt,W,t),W.init(j),ut=new ms(pt,W,j),q=new ds(pt,W,j),Y=new bi(pt),Z=new Kr,J=new ps(pt,W,q,Z,j,ut,Y),Q=new yi(f),K=new li(pt,j),dt=new mi(pt,W,K,j),$=new _i(pt,K,Y,dt),tt=new Ei(pt,$,K,Y),lt=new Ti(pt),st=new vi(Z),et=new Qr(f,Q,W,j,dt,st),nt=new _s(Z),it=new ns(Z),rt=new ls(W,j),ot=new pi(f,Q,q,tt,o),at=new us(f,tt,j),ct=new fi(pt,W,Y,j),ht=new wi(pt,W,Y,j),Y.programs=et.programs,f.capabilities=j,f.extensions=W,f.properties=Z,f.renderLists=it,f.shadowMap=at,f.state=q,f.info=Y}gt();const yt=new xs(f,pt);function xt(t){t.preventDefault(),console.log("THREE.WebGLRenderer: Context Lost."),g=!0}function _t(){console.log("THREE.WebGLRenderer: Context Restored."),g=!1;const t=Y.autoReset,e=at.enabled,n=at.autoUpdate,i=at.needsUpdate,r=at.type;gt(),Y.autoReset=t,at.enabled=e,at.autoUpdate=n,at.needsUpdate=i,at.type=r}function wt(t){const e=t.target;e.removeEventListener("dispose",wt),function(t){(function(t){const e=Z.get(t).programs;void 0!==e&&e.forEach((function(t){et.releaseProgram(t)}))})(t),Z.remove(t)}(e)}this.xr=yt,this.getContext=function(){return pt},this.getContextAttributes=function(){return pt.getContextAttributes()},this.forceContextLoss=function(){const t=W.get("WEBGL_lose_context");t&&t.loseContext()},this.forceContextRestore=function(){const t=W.get("WEBGL_lose_context");t&&t.restoreContext()},this.getPixelRatio=function(){return P},this.setPixelRatio=function(t){void 0!==t&&(P=t,this.setSize(R,C,!1))},this.getSize=function(t){return void 0===t&&(console.warn("WebGLRenderer: .getsize() now requires a Vector2 as an argument"),t=new vt),t.set(R,C)},this.setSize=function(t,n,i){yt.isPresenting?console.warn("THREE.WebGLRenderer: Can't change size while VR device is presenting."):(R=t,C=n,e.width=Math.floor(t*P),e.height=Math.floor(n*P),!1!==i&&(e.style.width=t+"px",e.style.height=n+"px"),this.setViewport(0,0,t,n))},this.getDrawingBufferSize=function(t){return void 0===t&&(console.warn("WebGLRenderer: .getdrawingBufferSize() now requires a Vector2 as an argument"),t=new vt),t.set(R*P,C*P).floor()},this.setDrawingBufferSize=function(t,n,i){R=t,C=n,P=i,e.width=Math.floor(t*i),e.height=Math.floor(n*i),this.setViewport(0,0,t,n)},this.getCurrentViewport=function(t){return void 0===t&&(console.warn("WebGLRenderer: .getCurrentViewport() now requires a Vector4 as an argument"),t=new St),t.copy(T)},this.getViewport=function(t){return t.copy(N)},this.setViewport=function(t,e,n,i){t.isVector4?N.set(t.x,t.y,t.z,t.w):N.set(t,e,n,i),q.viewport(T.copy(N).multiplyScalar(P).floor())},this.getScissor=function(t){return t.copy(B)},this.setScissor=function(t,e,n,i){t.isVector4?B.set(t.x,t.y,t.z,t.w):B.set(t,e,n,i),q.scissor(A.copy(B).multiplyScalar(P).floor())},this.getScissorTest=function(){return z},this.setScissorTest=function(t){q.setScissorTest(z=t)},this.setOpaqueSort=function(t){D=t},this.setTransparentSort=function(t){I=t},this.getClearColor=function(t){return void 0===t&&(console.warn("WebGLRenderer: .getClearColor() now requires a Color as an argument"),t=new tn),t.copy(ot.getClearColor())},this.setClearColor=function(){ot.setClearColor.apply(ot,arguments)},this.getClearAlpha=function(){return ot.getClearAlpha()},this.setClearAlpha=function(){ot.setClearAlpha.apply(ot,arguments)},this.clear=function(t,e,n){let i=0;(void 0===t||t)&&(i|=16384),(void 0===e||e)&&(i|=256),(void 0===n||n)&&(i|=1024),pt.clear(i)},this.clearColor=function(){this.clear(!0,!1,!1)},this.clearDepth=function(){this.clear(!1,!0,!1)},this.clearStencil=function(){this.clear(!1,!1,!0)},this.dispose=function(){e.removeEventListener("webglcontextlost",xt,!1),e.removeEventListener("webglcontextrestored",_t,!1),it.dispose(),rt.dispose(),Z.dispose(),Q.dispose(),tt.dispose(),dt.dispose(),yt.dispose(),yt.removeEventListener("sessionstart",Mt),yt.removeEventListener("sessionend",Tt),Et.stop()},this.renderBufferImmediate=function(t,e){dt.initAttributes();const n=Z.get(t);t.hasPositions&&!n.position&&(n.position=pt.createBuffer()),t.hasNormals&&!n.normal&&(n.normal=pt.createBuffer()),t.hasUvs&&!n.uv&&(n.uv=pt.createBuffer()),t.hasColors&&!n.color&&(n.color=pt.createBuffer());const i=e.getAttributes();t.hasPositions&&(pt.bindBuffer(34962,n.position),pt.bufferData(34962,t.positionArray,35048),dt.enableAttribute(i.position),pt.vertexAttribPointer(i.position,3,5126,!1,0,0)),t.hasNormals&&(pt.bindBuffer(34962,n.normal),pt.bufferData(34962,t.normalArray,35048),dt.enableAttribute(i.normal),pt.vertexAttribPointer(i.normal,3,5126,!1,0,0)),t.hasUvs&&(pt.bindBuffer(34962,n.uv),pt.bufferData(34962,t.uvArray,35048),dt.enableAttribute(i.uv),pt.vertexAttribPointer(i.uv,2,5126,!1,0,0)),t.hasColors&&(pt.bindBuffer(34962,n.color),pt.bufferData(34962,t.colorArray,35048),dt.enableAttribute(i.color),pt.vertexAttribPointer(i.color,3,5126,!1,0,0)),dt.disableUnusedAttributes(),pt.drawArrays(4,0,t.count),t.count=0},this.renderBufferDirect=function(t,e,n,i,r,s){null===e&&(e=k);const a=r.isMesh&&r.matrixWorld.determinant()<0,o=It(t,e,i,r);q.setMaterial(i,a);let l=n.index;const c=n.attributes.position;if(null===l){if(void 0===c||0===c.count)return}else if(0===l.count)return;let h,u=1;!0===i.wireframe&&(l=$.getWireframeAttribute(n),u=2),(i.morphTargets||i.morphNormals)&&lt.update(r,n,i,o),dt.setup(r,i,o,n,l);let d=ct;null!==l&&(h=K.get(l),d=ht,d.setIndex(h));const p=null!==l?l.count:c.count,m=n.drawRange.start*u,f=n.drawRange.count*u,g=null!==s?s.start*u:0,v=null!==s?s.count*u:1/0,y=Math.max(m,g),x=Math.min(p,m+f,g+v)-1,_=Math.max(0,x-y+1);if(0!==_){if(r.isMesh)!0===i.wireframe?(q.setLineWidth(i.wireframeLinewidth*V()),d.setMode(1)):d.setMode(4);else if(r.isLine){let t=i.linewidth;void 0===t&&(t=1),q.setLineWidth(t*V()),r.isLineSegments?d.setMode(1):r.isLineLoop?d.setMode(2):d.setMode(3)}else r.isPoints?d.setMode(0):r.isSprite&&d.setMode(4);if(r.isInstancedMesh)d.renderInstances(y,_,r.count);else if(n.isInstancedBufferGeometry){const t=Math.min(n.instanceCount,n._maxInstanceCount);d.renderInstances(y,_,t)}else d.render(y,_)}},this.compile=function(t,e){d=rt.get(t),d.init(),t.traverseVisible((function(t){t.isLight&&t.layers.test(e.layers)&&(d.pushLight(t),t.castShadow&&d.pushShadow(t))})),d.setupLights(),t.traverse((function(e){const n=e.material;if(n)if(Array.isArray(n))for(let i=0;i<n.length;i++){Pt(n[i],t,e)}else Pt(n,t,e)}))};let bt=null;function Mt(){Et.stop()}function Tt(){Et.start()}const Et=new oi;function At(t,e,n,i){if(!1===t.visible)return;if(t.layers.test(e.layers))if(t.isGroup)n=t.renderOrder;else if(t.isLOD)!0===t.autoUpdate&&t.update(e);else if(t.isLight)d.pushLight(t),t.castShadow&&d.pushShadow(t);else if(t.isSprite){if(!t.frustumCulled||F.intersectsSprite(t)){i&&U.setFromMatrixPosition(t.matrixWorld).applyMatrix4(G);const e=tt.update(t),r=t.material;r.visible&&u.push(t,e,r,n,U.z,null)}}else if(t.isImmediateRenderObject)i&&U.setFromMatrixPosition(t.matrixWorld).applyMatrix4(G),u.push(t,null,t.material,n,U.z,null);else if((t.isMesh||t.isLine||t.isPoints)&&(t.isSkinnedMesh&&t.skeleton.frame!==Y.render.frame&&(t.skeleton.update(),t.skeleton.frame=Y.render.frame),!t.frustumCulled||F.intersectsObject(t))){i&&U.setFromMatrixPosition(t.matrixWorld).applyMatrix4(G);const e=tt.update(t),r=t.material;if(Array.isArray(r)){const i=e.groups;for(let s=0,a=i.length;s<a;s++){const a=i[s],o=r[a.materialIndex];o&&o.visible&&u.push(t,e,o,n,U.z,a)}}else r.visible&&u.push(t,e,r,n,U.z,null)}const r=t.children;for(let t=0,s=r.length;t<s;t++)At(r[t],e,n,i)}function Rt(t,e,n){const i=!0===e.isScene?e.overrideMaterial:null;for(let r=0,s=t.length;r<s;r++){const s=t[r],a=s.object,o=s.geometry,l=null===i?s.material:i,c=s.group;if(n.isArrayCamera){const t=n.cameras;for(let n=0,i=t.length;n<i;n++){const i=t[n];a.layers.test(i.layers)&&(q.viewport(T.copy(i.viewport)),d.setupLightsView(i),Ct(a,e,i,o,l,c))}}else Ct(a,e,n,o,l,c)}}function Ct(t,e,n,i,r,s){if(t.onBeforeRender(f,e,n,i,r,s),t.modelViewMatrix.multiplyMatrices(n.matrixWorldInverse,t.matrixWorld),t.normalMatrix.getNormalMatrix(t.modelViewMatrix),t.isImmediateRenderObject){const i=It(n,e,r,t);q.setMaterial(r),dt.reset(),function(t,e){t.render((function(t){f.renderBufferImmediate(t,e)}))}(t,i)}else f.renderBufferDirect(n,e,i,r,t,s);t.onAfterRender(f,e,n,i,r,s)}function Pt(t,e,n){!0!==e.isScene&&(e=k);const i=Z.get(t),r=d.state.lights,s=d.state.shadowsArray,a=r.state.version,o=et.getParameters(t,r.state,s,e,n),l=et.getProgramCacheKey(o);let c=i.programs;i.environment=t.isMeshStandardMaterial?e.environment:null,i.fog=e.fog,i.envMap=Q.get(t.envMap||i.environment),void 0===c&&(t.addEventListener("dispose",wt),c=new Map,i.programs=c);let h=c.get(l);if(void 0!==h){if(i.currentProgram===h&&i.lightsStateVersion===a)return Dt(t,o),h}else o.uniforms=et.getUniforms(t),t.onBuild(o,f),t.onBeforeCompile(o,f),h=et.acquireProgram(o,l),c.set(l,h),i.uniforms=o.uniforms;const u=i.uniforms;(t.isShaderMaterial||t.isRawShaderMaterial)&&!0!==t.clipping||(u.clippingPlanes=st.uniform),Dt(t,o),i.needsLights=function(t){return t.isMeshLambertMaterial||t.isMeshToonMaterial||t.isMeshPhongMaterial||t.isMeshStandardMaterial||t.isShadowMaterial||t.isShaderMaterial&&!0===t.lights}(t),i.lightsStateVersion=a,i.needsLights&&(u.ambientLightColor.value=r.state.ambient,u.lightProbe.value=r.state.probe,u.directionalLights.value=r.state.directional,u.directionalLightShadows.value=r.state.directionalShadow,u.spotLights.value=r.state.spot,u.spotLightShadows.value=r.state.spotShadow,u.rectAreaLights.value=r.state.rectArea,u.ltc_1.value=r.state.rectAreaLTC1,u.ltc_2.value=r.state.rectAreaLTC2,u.pointLights.value=r.state.point,u.pointLightShadows.value=r.state.pointShadow,u.hemisphereLights.value=r.state.hemi,u.directionalShadowMap.value=r.state.directionalShadowMap,u.directionalShadowMatrix.value=r.state.directionalShadowMatrix,u.spotShadowMap.value=r.state.spotShadowMap,u.spotShadowMatrix.value=r.state.spotShadowMatrix,u.pointShadowMap.value=r.state.pointShadowMap,u.pointShadowMatrix.value=r.state.pointShadowMatrix);const p=h.getUniforms(),m=Cr.seqWithValue(p.seq,u);return i.currentProgram=h,i.uniformsList=m,h}function Dt(t,e){const n=Z.get(t);n.outputEncoding=e.outputEncoding,n.instancing=e.instancing,n.numClippingPlanes=e.numClippingPlanes,n.numIntersection=e.numClipIntersection,n.vertexAlphas=e.vertexAlphas}function It(t,e,n,i){!0!==e.isScene&&(e=k),J.resetTextureUnits();const r=e.fog,s=n.isMeshStandardMaterial?e.environment:null,a=null===_?f.outputEncoding:_.texture.encoding,o=Q.get(n.envMap||s),l=!0===n.vertexColors&&i.geometry&&i.geometry.attributes.color&&4===i.geometry.attributes.color.itemSize,c=Z.get(n),h=d.state.lights;if(!0===O&&(!0===H||t!==S)){const e=t===S&&n.id===w;st.setState(n,t,e)}let u=!1;n.version===c.__version?c.needsLights&&c.lightsStateVersion!==h.state.version||c.outputEncoding!==a||i.isInstancedMesh&&!1===c.instancing?u=!0:i.isInstancedMesh||!0!==c.instancing?c.envMap!==o||n.fog&&c.fog!==r?u=!0:void 0===c.numClippingPlanes||c.numClippingPlanes===st.numPlanes&&c.numIntersection===st.numIntersection?c.vertexAlphas!==l&&(u=!0):u=!0:u=!0:(u=!0,c.__version=n.version);let p=c.currentProgram;!0===u&&(p=Pt(n,e,i));let m=!1,g=!1,v=!1;const y=p.getUniforms(),x=c.uniforms;if(q.useProgram(p.program)&&(m=!0,g=!0,v=!0),n.id!==w&&(w=n.id,g=!0),m||S!==t){if(y.setValue(pt,"projectionMatrix",t.projectionMatrix),j.logarithmicDepthBuffer&&y.setValue(pt,"logDepthBufFC",2/(Math.log(t.far+1)/Math.LN2)),S!==t&&(S=t,g=!0,v=!0),n.isShaderMaterial||n.isMeshPhongMaterial||n.isMeshToonMaterial||n.isMeshStandardMaterial||n.envMap){const e=y.map.cameraPosition;void 0!==e&&e.setValue(pt,U.setFromMatrixPosition(t.matrixWorld))}(n.isMeshPhongMaterial||n.isMeshToonMaterial||n.isMeshLambertMaterial||n.isMeshBasicMaterial||n.isMeshStandardMaterial||n.isShaderMaterial)&&y.setValue(pt,"isOrthographic",!0===t.isOrthographicCamera),(n.isMeshPhongMaterial||n.isMeshToonMaterial||n.isMeshLambertMaterial||n.isMeshBasicMaterial||n.isMeshStandardMaterial||n.isShaderMaterial||n.isShadowMaterial||n.skinning)&&y.setValue(pt,"viewMatrix",t.matrixWorldInverse)}if(n.skinning){y.setOptional(pt,i,"bindMatrix"),y.setOptional(pt,i,"bindMatrixInverse");const t=i.skeleton;if(t){const e=t.bones;if(j.floatVertexTextures){if(null===t.boneTexture){let n=Math.sqrt(4*e.length);n=mt(n),n=Math.max(n,4);const i=new Float32Array(n*n*4);i.set(t.boneMatrices);const r=new ii(i,n,n,E,b);t.boneMatrices=i,t.boneTexture=r,t.boneTextureSize=n}y.setValue(pt,"boneTexture",t.boneTexture,J),y.setValue(pt,"boneTextureSize",t.boneTextureSize)}else y.setOptional(pt,t,"boneMatrices")}}var M,T;return(g||c.receiveShadow!==i.receiveShadow)&&(c.receiveShadow=i.receiveShadow,y.setValue(pt,"receiveShadow",i.receiveShadow)),g&&(y.setValue(pt,"toneMappingExposure",f.toneMappingExposure),c.needsLights&&(T=v,(M=x).ambientLightColor.needsUpdate=T,M.lightProbe.needsUpdate=T,M.directionalLights.needsUpdate=T,M.directionalLightShadows.needsUpdate=T,M.pointLights.needsUpdate=T,M.pointLightShadows.needsUpdate=T,M.spotLights.needsUpdate=T,M.spotLightShadows.needsUpdate=T,M.rectAreaLights.needsUpdate=T,M.hemisphereLights.needsUpdate=T),r&&n.fog&&nt.refreshFogUniforms(x,r),nt.refreshMaterialUniforms(x,n,P,C),Cr.upload(pt,c.uniformsList,x,J)),n.isShaderMaterial&&!0===n.uniformsNeedUpdate&&(Cr.upload(pt,c.uniformsList,x,J),n.uniformsNeedUpdate=!1),n.isSpriteMaterial&&y.setValue(pt,"center",i.center),y.setValue(pt,"modelViewMatrix",i.modelViewMatrix),y.setValue(pt,"normalMatrix",i.normalMatrix),y.setValue(pt,"modelMatrix",i.matrixWorld),p}Et.setAnimationLoop((function(t){bt&&bt(t)})),"undefined"!=typeof window&&Et.setContext(window),this.setAnimationLoop=function(t){bt=t,yt.setAnimationLoop(t),null===t?Et.stop():Et.start()},yt.addEventListener("sessionstart",Mt),yt.addEventListener("sessionend",Tt),this.render=function(t,e){let n,i;if(void 0!==arguments[2]&&(console.warn("THREE.WebGLRenderer.render(): the renderTarget argument has been removed. Use .setRenderTarget() instead."),n=arguments[2]),void 0!==arguments[3]&&(console.warn("THREE.WebGLRenderer.render(): the forceClear argument has been removed. Use .clear() instead."),i=arguments[3]),void 0!==e&&!0!==e.isCamera)return void console.error("THREE.WebGLRenderer.render: camera is not an instance of THREE.Camera.");if(!0===g)return;!0===t.autoUpdate&&t.updateMatrixWorld(),null===e.parent&&e.updateMatrixWorld(),!0===yt.enabled&&!0===yt.isPresenting&&(e=yt.getCamera(e)),!0===t.isScene&&t.onBeforeRender(f,t,e,n||_),d=rt.get(t,m.length),d.init(),m.push(d),G.multiplyMatrices(e.projectionMatrix,e.matrixWorldInverse),F.setFromProjectionMatrix(G),H=this.localClippingEnabled,O=st.init(this.clippingPlanes,H,e),u=it.get(t,p.length),u.init(),p.push(u),At(t,e,0,f.sortObjects),u.finish(),!0===f.sortObjects&&u.sort(D,I),!0===O&&st.beginShadows();const r=d.state.shadowsArray;at.render(r,t,e),d.setupLights(),d.setupLightsView(e),!0===O&&st.endShadows(),!0===this.info.autoReset&&this.info.reset(),void 0!==n&&this.setRenderTarget(n),ot.render(u,t,e,i);const s=u.opaque,a=u.transparent;s.length>0&&Rt(s,t,e),a.length>0&&Rt(a,t,e),null!==_&&(J.updateRenderTargetMipmap(_),J.updateMultisampleRenderTarget(_)),!0===t.isScene&&t.onAfterRender(f,t,e),q.buffers.depth.setTest(!0),q.buffers.depth.setMask(!0),q.buffers.color.setMask(!0),q.setPolygonOffset(!1),dt.resetDefaultState(),w=-1,S=null,m.pop(),d=m.length>0?m[m.length-1]:null,p.pop(),u=p.length>0?p[p.length-1]:null},this.getActiveCubeFace=function(){return v},this.getActiveMipmapLevel=function(){return y},this.getRenderTarget=function(){return _},this.setRenderTarget=function(t,e=0,n=0){_=t,v=e,y=n,t&&void 0===Z.get(t).__webglFramebuffer&&J.setupRenderTarget(t);let i=null,r=!1,s=!1;if(t){const n=t.texture;(n.isDataTexture3D||n.isDataTexture2DArray)&&(s=!0);const a=Z.get(t).__webglFramebuffer;t.isWebGLCubeRenderTarget?(i=a[e],r=!0):i=t.isWebGLMultisampleRenderTarget?Z.get(t).__webglMultisampledFramebuffer:a,T.copy(t.viewport),A.copy(t.scissor),L=t.scissorTest}else T.copy(N).multiplyScalar(P).floor(),A.copy(B).multiplyScalar(P).floor(),L=z;if(q.bindFramebuffer(36160,i),q.viewport(T),q.scissor(A),q.setScissorTest(L),r){const i=Z.get(t.texture);pt.framebufferTexture2D(36160,36064,34069+e,i.__webglTexture,n)}else if(s){const i=Z.get(t.texture),r=e||0;pt.framebufferTextureLayer(36160,36064,i.__webglTexture,n||0,r)}},this.readRenderTargetPixels=function(t,e,n,i,r,s,a){if(!t||!t.isWebGLRenderTarget)return void console.error("THREE.WebGLRenderer.readRenderTargetPixels: renderTarget is not THREE.WebGLRenderTarget.");let o=Z.get(t).__webglFramebuffer;if(t.isWebGLCubeRenderTarget&&void 0!==a&&(o=o[a]),o){q.bindFramebuffer(36160,o);try{const a=t.texture,o=a.format,l=a.type;if(o!==E&&ut.convert(o)!==pt.getParameter(35739))return void console.error("THREE.WebGLRenderer.readRenderTargetPixels: renderTarget is not in RGBA or implementation defined format.");const c=l===M&&(W.has("EXT_color_buffer_half_float")||j.isWebGL2&&W.has("EXT_color_buffer_float"));if(!(l===x||ut.convert(l)===pt.getParameter(35738)||l===b&&(j.isWebGL2||W.has("OES_texture_float")||W.has("WEBGL_color_buffer_float"))||c))return void console.error("THREE.WebGLRenderer.readRenderTargetPixels: renderTarget is not in UnsignedByteType or implementation defined type.");36053===pt.checkFramebufferStatus(36160)?e>=0&&e<=t.width-i&&n>=0&&n<=t.height-r&&pt.readPixels(e,n,i,r,ut.convert(o),ut.convert(l),s):console.error("THREE.WebGLRenderer.readRenderTargetPixels: readPixels from renderTarget failed. Framebuffer not complete.")}finally{const t=null!==_?Z.get(_).__webglFramebuffer:null;q.bindFramebuffer(36160,t)}}},this.copyFramebufferToTexture=function(t,e,n=0){const i=Math.pow(2,-n),r=Math.floor(e.image.width*i),s=Math.floor(e.image.height*i),a=ut.convert(e.format);J.setTexture2D(e,0),pt.copyTexImage2D(3553,n,a,t.x,t.y,r,s,0),q.unbindTexture()},this.copyTextureToTexture=function(t,e,n,i=0){const r=e.image.width,s=e.image.height,a=ut.convert(n.format),o=ut.convert(n.type);J.setTexture2D(n,0),pt.pixelStorei(37440,n.flipY),pt.pixelStorei(37441,n.premultiplyAlpha),pt.pixelStorei(3317,n.unpackAlignment),e.isDataTexture?pt.texSubImage2D(3553,i,t.x,t.y,r,s,a,o,e.image.data):e.isCompressedTexture?pt.compressedTexSubImage2D(3553,i,t.x,t.y,e.mipmaps[0].width,e.mipmaps[0].height,a,e.mipmaps[0].data):pt.texSubImage2D(3553,i,t.x,t.y,a,o,e.image),0===i&&n.generateMipmaps&&pt.generateMipmap(3553),q.unbindTexture()},this.copyTextureToTexture3D=function(t,e,n,i,r=0){if(f.isWebGL1Renderer)return void console.warn("THREE.WebGLRenderer.copyTextureToTexture3D: can only be used with WebGL2.");const{width:s,height:a,data:o}=n.image,l=ut.convert(i.format),c=ut.convert(i.type);let h;if(i.isDataTexture3D)J.setTexture3D(i,0),h=32879;else{if(!i.isDataTexture2DArray)return void console.warn("THREE.WebGLRenderer.copyTextureToTexture3D: only supports THREE.DataTexture3D and THREE.DataTexture2DArray.");J.setTexture2DArray(i,0),h=35866}pt.pixelStorei(37440,i.flipY),pt.pixelStorei(37441,i.premultiplyAlpha),pt.pixelStorei(3317,i.unpackAlignment);const u=pt.getParameter(3314),d=pt.getParameter(32878),p=pt.getParameter(3316),m=pt.getParameter(3315),g=pt.getParameter(32877);pt.pixelStorei(3314,s),pt.pixelStorei(32878,a),pt.pixelStorei(3316,t.min.x),pt.pixelStorei(3315,t.min.y),pt.pixelStorei(32877,t.min.z),pt.texSubImage3D(h,r,e.x,e.y,e.z,t.max.x-t.min.x+1,t.max.y-t.min.y+1,t.max.z-t.min.z+1,l,c,o),pt.pixelStorei(3314,u),pt.pixelStorei(32878,d),pt.pixelStorei(3316,p),pt.pixelStorei(3315,m),pt.pixelStorei(32877,g),0===r&&i.generateMipmaps&&pt.generateMipmap(h),q.unbindTexture()},this.initTexture=function(t){J.setTexture2D(t,0),q.unbindTexture()},this.resetState=function(){v=0,y=0,_=null,q.reset(),dt.reset()},"undefined"!=typeof __THREE_DEVTOOLS__&&__THREE_DEVTOOLS__.dispatchEvent(new CustomEvent("observe",{detail:this}))}class bs extends ws{}bs.prototype.isWebGL1Renderer=!0;class Ms{constructor(t,e=25e-5){this.name="",this.color=new tn(t),this.density=e}clone(){return new Ms(this.color,this.density)}toJSON(){return{type:"FogExp2",color:this.color.getHex(),density:this.density}}}Ms.prototype.isFogExp2=!0;class Ss{constructor(t,e=1,n=1e3){this.name="",this.color=new tn(t),this.near=e,this.far=n}clone(){return new Ss(this.color,this.near,this.far)}toJSON(){return{type:"Fog",color:this.color.getHex(),near:this.near,far:this.far}}}Ss.prototype.isFog=!0;class Ts extends Ce{constructor(){super(),this.type="Scene",this.background=null,this.environment=null,this.fog=null,this.overrideMaterial=null,this.autoUpdate=!0,"undefined"!=typeof __THREE_DEVTOOLS__&&__THREE_DEVTOOLS__.dispatchEvent(new CustomEvent("observe",{detail:this}))}copy(t,e){return super.copy(t,e),null!==t.background&&(this.background=t.background.clone()),null!==t.environment&&(this.environment=t.environment.clone()),null!==t.fog&&(this.fog=t.fog.clone()),null!==t.overrideMaterial&&(this.overrideMaterial=t.overrideMaterial.clone()),this.autoUpdate=t.autoUpdate,this.matrixAutoUpdate=t.matrixAutoUpdate,this}toJSON(t){const e=super.toJSON(t);return null!==this.background&&(e.object.background=this.background.toJSON(t)),null!==this.environment&&(e.object.environment=this.environment.toJSON(t)),null!==this.fog&&(e.object.fog=this.fog.toJSON()),e}}Ts.prototype.isScene=!0;class Es{constructor(t,e){this.array=t,this.stride=e,this.count=void 0!==t?t.length/e:0,this.usage=et,this.updateRange={offset:0,count:-1},this.version=0,this.uuid=ct(),this.onUploadCallback=function(){}}set needsUpdate(t){!0===t&&this.version++}setUsage(t){return this.usage=t,this}copy(t){return this.array=new t.array.constructor(t.array),this.count=t.count,this.stride=t.stride,this.usage=t.usage,this}copyAt(t,e,n){t*=this.stride,n*=e.stride;for(let i=0,r=this.stride;i<r;i++)this.array[t+i]=e.array[n+i];return this}set(t,e=0){return this.array.set(t,e),this}clone(t){void 0===t.arrayBuffers&&(t.arrayBuffers={}),void 0===this.array.buffer._uuid&&(this.array.buffer._uuid=ct()),void 0===t.arrayBuffers[this.array.buffer._uuid]&&(t.arrayBuffers[this.array.buffer._uuid]=this.array.slice(0).buffer);const e=new this.array.constructor(t.arrayBuffers[this.array.buffer._uuid]),n=new Es(e,this.stride);return n.setUsage(this.usage),n}onUpload(t){return this.onUploadCallback=t,this}toJSON(t){return void 0===t.arrayBuffers&&(t.arrayBuffers={}),void 0===this.array.buffer._uuid&&(this.array.buffer._uuid=ct()),void 0===t.arrayBuffers[this.array.buffer._uuid]&&(t.arrayBuffers[this.array.buffer._uuid]=Array.prototype.slice.call(new Uint32Array(this.array.buffer))),{uuid:this.uuid,buffer:this.array.buffer._uuid,type:this.array.constructor.name,stride:this.stride}}}Es.prototype.isInterleavedBuffer=!0;const As=new Lt;class Ls{constructor(t,e,n,i){this.name="",this.data=t,this.itemSize=e,this.offset=n,this.normalized=!0===i}get count(){return this.data.count}get array(){return this.data.array}set needsUpdate(t){this.data.needsUpdate=t}applyMatrix4(t){for(let e=0,n=this.data.count;e<n;e++)As.x=this.getX(e),As.y=this.getY(e),As.z=this.getZ(e),As.applyMatrix4(t),this.setXYZ(e,As.x,As.y,As.z);return this}applyNormalMatrix(t){for(let e=0,n=this.count;e<n;e++)As.x=this.getX(e),As.y=this.getY(e),As.z=this.getZ(e),As.applyNormalMatrix(t),this.setXYZ(e,As.x,As.y,As.z);return this}transformDirection(t){for(let e=0,n=this.count;e<n;e++)As.x=this.getX(e),As.y=this.getY(e),As.z=this.getZ(e),As.transformDirection(t),this.setXYZ(e,As.x,As.y,As.z);return this}setX(t,e){return this.data.array[t*this.data.stride+this.offset]=e,this}setY(t,e){return this.data.array[t*this.data.stride+this.offset+1]=e,this}setZ(t,e){return this.data.array[t*this.data.stride+this.offset+2]=e,this}setW(t,e){return this.data.array[t*this.data.stride+this.offset+3]=e,this}getX(t){return this.data.array[t*this.data.stride+this.offset]}getY(t){return this.data.array[t*this.data.stride+this.offset+1]}getZ(t){return this.data.array[t*this.data.stride+this.offset+2]}getW(t){return this.data.array[t*this.data.stride+this.offset+3]}setXY(t,e,n){return t=t*this.data.stride+this.offset,this.data.array[t+0]=e,this.data.array[t+1]=n,this}setXYZ(t,e,n,i){return t=t*this.data.stride+this.offset,this.data.array[t+0]=e,this.data.array[t+1]=n,this.data.array[t+2]=i,this}setXYZW(t,e,n,i,r){return t=t*this.data.stride+this.offset,this.data.array[t+0]=e,this.data.array[t+1]=n,this.data.array[t+2]=i,this.data.array[t+3]=r,this}clone(t){if(void 0===t){console.log("THREE.InterleavedBufferAttribute.clone(): Cloning an interlaved buffer attribute will deinterleave buffer data.");const t=[];for(let e=0;e<this.count;e++){const n=e*this.data.stride+this.offset;for(let e=0;e<this.itemSize;e++)t.push(this.data.array[n+e])}return new sn(new this.array.constructor(t),this.itemSize,this.normalized)}return void 0===t.interleavedBuffers&&(t.interleavedBuffers={}),void 0===t.interleavedBuffers[this.data.uuid]&&(t.interleavedBuffers[this.data.uuid]=this.data.clone(t)),new Ls(t.interleavedBuffers[this.data.uuid],this.itemSize,this.offset,this.normalized)}toJSON(t){if(void 0===t){console.log("THREE.InterleavedBufferAttribute.toJSON(): Serializing an interlaved buffer attribute will deinterleave buffer data.");const t=[];for(let e=0;e<this.count;e++){const n=e*this.data.stride+this.offset;for(let e=0;e<this.itemSize;e++)t.push(this.data.array[n+e])}return{itemSize:this.itemSize,type:this.array.constructor.name,array:t,normalized:this.normalized}}return void 0===t.interleavedBuffers&&(t.interleavedBuffers={}),void 0===t.interleavedBuffers[this.data.uuid]&&(t.interleavedBuffers[this.data.uuid]=this.data.toJSON(t)),{isInterleavedBufferAttribute:!0,itemSize:this.itemSize,data:this.data.uuid,offset:this.offset,normalized:this.normalized}}}Ls.prototype.isInterleavedBufferAttribute=!0;class Rs extends Xe{constructor(t){super(),this.type="SpriteMaterial",this.color=new tn(16777215),this.map=null,this.alphaMap=null,this.rotation=0,this.sizeAttenuation=!0,this.transparent=!0,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.map=t.map,this.alphaMap=t.alphaMap,this.rotation=t.rotation,this.sizeAttenuation=t.sizeAttenuation,this}}let Cs;Rs.prototype.isSpriteMaterial=!0;const Ps=new Lt,Ds=new Lt,Is=new Lt,Ns=new vt,Bs=new vt,zs=new se,Fs=new Lt,Os=new Lt,Hs=new Lt,Gs=new vt,Us=new vt,ks=new vt;class Vs extends Ce{constructor(t){if(super(),this.type="Sprite",void 0===Cs){Cs=new En;const t=new Float32Array([-.5,-.5,0,0,0,.5,-.5,0,1,0,.5,.5,0,1,1,-.5,.5,0,0,1]),e=new Es(t,5);Cs.setIndex([0,1,2,0,2,3]),Cs.setAttribute("position",new Ls(e,3,0,!1)),Cs.setAttribute("uv",new Ls(e,2,3,!1))}this.geometry=Cs,this.material=void 0!==t?t:new Rs,this.center=new vt(.5,.5)}raycast(t,e){null===t.camera&&console.error('THREE.Sprite: "Raycaster.camera" needs to be set in order to raycast against sprites.'),Ds.setFromMatrixScale(this.matrixWorld),zs.copy(t.camera.matrixWorld),this.modelViewMatrix.multiplyMatrices(t.camera.matrixWorldInverse,this.matrixWorld),Is.setFromMatrixPosition(this.modelViewMatrix),t.camera.isPerspectiveCamera&&!1===this.material.sizeAttenuation&&Ds.multiplyScalar(-Is.z);const n=this.material.rotation;let i,r;0!==n&&(r=Math.cos(n),i=Math.sin(n));const s=this.center;Ws(Fs.set(-.5,-.5,0),Is,s,Ds,i,r),Ws(Os.set(.5,-.5,0),Is,s,Ds,i,r),Ws(Hs.set(.5,.5,0),Is,s,Ds,i,r),Gs.set(0,0),Us.set(1,0),ks.set(1,1);let a=t.ray.intersectTriangle(Fs,Os,Hs,!1,Ps);if(null===a&&(Ws(Os.set(-.5,.5,0),Is,s,Ds,i,r),Us.set(0,1),a=t.ray.intersectTriangle(Fs,Hs,Os,!1,Ps),null===a))return;const o=t.ray.origin.distanceTo(Ps);o<t.near||o>t.far||e.push({distance:o,point:Ps.clone(),uv:je.getUV(Ps,Fs,Os,Hs,Gs,Us,ks,new vt),face:null,object:this})}copy(t){return super.copy(t),void 0!==t.center&&this.center.copy(t.center),this.material=t.material,this}}function Ws(t,e,n,i,r,s){Ns.subVectors(t,n).addScalar(.5).multiply(i),void 0!==r?(Bs.x=s*Ns.x-r*Ns.y,Bs.y=r*Ns.x+s*Ns.y):Bs.copy(Ns),t.copy(e),t.x+=Bs.x,t.y+=Bs.y,t.applyMatrix4(zs)}Vs.prototype.isSprite=!0;const js=new Lt,qs=new Lt;class Xs extends Ce{constructor(){super(),this._currentLevel=0,this.type="LOD",Object.defineProperties(this,{levels:{enumerable:!0,value:[]},isLOD:{value:!0}}),this.autoUpdate=!0}copy(t){super.copy(t,!1);const e=t.levels;for(let t=0,n=e.length;t<n;t++){const n=e[t];this.addLevel(n.object.clone(),n.distance)}return this.autoUpdate=t.autoUpdate,this}addLevel(t,e=0){e=Math.abs(e);const n=this.levels;let i;for(i=0;i<n.length&&!(e<n[i].distance);i++);return n.splice(i,0,{distance:e,object:t}),this.add(t),this}getCurrentLevel(){return this._currentLevel}getObjectForDistance(t){const e=this.levels;if(e.length>0){let n,i;for(n=1,i=e.length;n<i&&!(t<e[n].distance);n++);return e[n-1].object}return null}raycast(t,e){if(this.levels.length>0){js.setFromMatrixPosition(this.matrixWorld);const n=t.ray.origin.distanceTo(js);this.getObjectForDistance(n).raycast(t,e)}}update(t){const e=this.levels;if(e.length>1){js.setFromMatrixPosition(t.matrixWorld),qs.setFromMatrixPosition(this.matrixWorld);const n=js.distanceTo(qs)/t.zoom;let i,r;for(e[0].object.visible=!0,i=1,r=e.length;i<r&&n>=e[i].distance;i++)e[i-1].object.visible=!1,e[i].object.visible=!0;for(this._currentLevel=i-1;i<r;i++)e[i].object.visible=!1}}toJSON(t){const e=super.toJSON(t);!1===this.autoUpdate&&(e.object.autoUpdate=!1),e.object.levels=[];const n=this.levels;for(let t=0,i=n.length;t<i;t++){const i=n[t];e.object.levels.push({object:i.object.uuid,distance:i.distance})}return e}}const Ys=new Lt,Zs=new St,Js=new St,Qs=new Lt,Ks=new se;class $s extends Wn{constructor(t,e){super(t,e),this.type="SkinnedMesh",this.bindMode="attached",this.bindMatrix=new se,this.bindMatrixInverse=new se}copy(t){return super.copy(t),this.bindMode=t.bindMode,this.bindMatrix.copy(t.bindMatrix),this.bindMatrixInverse.copy(t.bindMatrixInverse),this.skeleton=t.skeleton,this}bind(t,e){this.skeleton=t,void 0===e&&(this.updateMatrixWorld(!0),this.skeleton.calculateInverses(),e=this.matrixWorld),this.bindMatrix.copy(e),this.bindMatrixInverse.copy(e).invert()}pose(){this.skeleton.pose()}normalizeSkinWeights(){const t=new St,e=this.geometry.attributes.skinWeight;for(let n=0,i=e.count;n<i;n++){t.x=e.getX(n),t.y=e.getY(n),t.z=e.getZ(n),t.w=e.getW(n);const i=1/t.manhattanLength();i!==1/0?t.multiplyScalar(i):t.set(1,0,0,0),e.setXYZW(n,t.x,t.y,t.z,t.w)}}updateMatrixWorld(t){super.updateMatrixWorld(t),"attached"===this.bindMode?this.bindMatrixInverse.copy(this.matrixWorld).invert():"detached"===this.bindMode?this.bindMatrixInverse.copy(this.bindMatrix).invert():console.warn("THREE.SkinnedMesh: Unrecognized bindMode: "+this.bindMode)}boneTransform(t,e){const n=this.skeleton,i=this.geometry;Zs.fromBufferAttribute(i.attributes.skinIndex,t),Js.fromBufferAttribute(i.attributes.skinWeight,t),Ys.fromBufferAttribute(i.attributes.position,t).applyMatrix4(this.bindMatrix),e.set(0,0,0);for(let t=0;t<4;t++){const i=Js.getComponent(t);if(0!==i){const r=Zs.getComponent(t);Ks.multiplyMatrices(n.bones[r].matrixWorld,n.boneInverses[r]),e.addScaledVector(Qs.copy(Ys).applyMatrix4(Ks),i)}}return e.applyMatrix4(this.bindMatrixInverse)}}$s.prototype.isSkinnedMesh=!0;class ta extends Ce{constructor(){super(),this.type="Bone"}}ta.prototype.isBone=!0;const ea=new se,na=new se;class ia{constructor(t=[],e=[]){this.uuid=ct(),this.bones=t.slice(0),this.boneInverses=e,this.boneMatrices=null,this.boneTexture=null,this.boneTextureSize=0,this.frame=-1,this.init()}init(){const t=this.bones,e=this.boneInverses;if(this.boneMatrices=new Float32Array(16*t.length),0===e.length)this.calculateInverses();else if(t.length!==e.length){console.warn("THREE.Skeleton: Number of inverse bone matrices does not match amount of bones."),this.boneInverses=[];for(let t=0,e=this.bones.length;t<e;t++)this.boneInverses.push(new se)}}calculateInverses(){this.boneInverses.length=0;for(let t=0,e=this.bones.length;t<e;t++){const e=new se;this.bones[t]&&e.copy(this.bones[t].matrixWorld).invert(),this.boneInverses.push(e)}}pose(){for(let t=0,e=this.bones.length;t<e;t++){const e=this.bones[t];e&&e.matrixWorld.copy(this.boneInverses[t]).invert()}for(let t=0,e=this.bones.length;t<e;t++){const e=this.bones[t];e&&(e.parent&&e.parent.isBone?(e.matrix.copy(e.parent.matrixWorld).invert(),e.matrix.multiply(e.matrixWorld)):e.matrix.copy(e.matrixWorld),e.matrix.decompose(e.position,e.quaternion,e.scale))}}update(){const t=this.bones,e=this.boneInverses,n=this.boneMatrices,i=this.boneTexture;for(let i=0,r=t.length;i<r;i++){const r=t[i]?t[i].matrixWorld:na;ea.multiplyMatrices(r,e[i]),ea.toArray(n,16*i)}null!==i&&(i.needsUpdate=!0)}clone(){return new ia(this.bones,this.boneInverses)}getBoneByName(t){for(let e=0,n=this.bones.length;e<n;e++){const n=this.bones[e];if(n.name===t)return n}}dispose(){null!==this.boneTexture&&(this.boneTexture.dispose(),this.boneTexture=null)}fromJSON(t,e){this.uuid=t.uuid;for(let n=0,i=t.bones.length;n<i;n++){const i=t.bones[n];let r=e[i];void 0===r&&(console.warn("THREE.Skeleton: No bone found with UUID:",i),r=new ta),this.bones.push(r),this.boneInverses.push((new se).fromArray(t.boneInverses[n]))}return this.init(),this}toJSON(){const t={metadata:{version:4.5,type:"Skeleton",generator:"Skeleton.toJSON"},bones:[],boneInverses:[]};t.uuid=this.uuid;const e=this.bones,n=this.boneInverses;for(let i=0,r=e.length;i<r;i++){const r=e[i];t.bones.push(r.uuid);const s=n[i];t.boneInverses.push(s.toArray())}return t}}const ra=new se,sa=new se,aa=[],oa=new Wn;class la extends Wn{constructor(t,e,n){super(t,e),this.instanceMatrix=new sn(new Float32Array(16*n),16),this.instanceColor=null,this.count=n,this.frustumCulled=!1}copy(t){return super.copy(t),this.instanceMatrix.copy(t.instanceMatrix),null!==t.instanceColor&&(this.instanceColor=t.instanceColor.clone()),this.count=t.count,this}getColorAt(t,e){e.fromArray(this.instanceColor.array,3*t)}getMatrixAt(t,e){e.fromArray(this.instanceMatrix.array,16*t)}raycast(t,e){const n=this.matrixWorld,i=this.count;if(oa.geometry=this.geometry,oa.material=this.material,void 0!==oa.material)for(let r=0;r<i;r++){this.getMatrixAt(r,ra),sa.multiplyMatrices(n,ra),oa.matrixWorld=sa,oa.raycast(t,aa);for(let t=0,n=aa.length;t<n;t++){const n=aa[t];n.instanceId=r,n.object=this,e.push(n)}aa.length=0}}setColorAt(t,e){null===this.instanceColor&&(this.instanceColor=new sn(new Float32Array(3*this.count),3)),e.toArray(this.instanceColor.array,3*t)}setMatrixAt(t,e){e.toArray(this.instanceMatrix.array,16*t)}updateMorphTargets(){}dispose(){this.dispatchEvent({type:"dispose"})}}la.prototype.isInstancedMesh=!0;class ca extends Xe{constructor(t){super(),this.type="LineBasicMaterial",this.color=new tn(16777215),this.linewidth=1,this.linecap="round",this.linejoin="round",this.morphTargets=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.linewidth=t.linewidth,this.linecap=t.linecap,this.linejoin=t.linejoin,this.morphTargets=t.morphTargets,this}}ca.prototype.isLineBasicMaterial=!0;const ha=new Lt,ua=new Lt,da=new se,pa=new re,ma=new Jt;class fa extends Ce{constructor(t=new En,e=new ca){super(),this.type="Line",this.geometry=t,this.material=e,this.updateMorphTargets()}copy(t){return super.copy(t),this.material=t.material,this.geometry=t.geometry,this}computeLineDistances(){const t=this.geometry;if(t.isBufferGeometry)if(null===t.index){const e=t.attributes.position,n=[0];for(let t=1,i=e.count;t<i;t++)ha.fromBufferAttribute(e,t-1),ua.fromBufferAttribute(e,t),n[t]=n[t-1],n[t]+=ha.distanceTo(ua);t.setAttribute("lineDistance",new mn(n,1))}else console.warn("THREE.Line.computeLineDistances(): Computation only possible with non-indexed BufferGeometry.");else t.isGeometry&&console.error("THREE.Line.computeLineDistances() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.");return this}raycast(t,e){const n=this.geometry,i=this.matrixWorld,r=t.params.Line.threshold,s=n.drawRange;if(null===n.boundingSphere&&n.computeBoundingSphere(),ma.copy(n.boundingSphere),ma.applyMatrix4(i),ma.radius+=r,!1===t.ray.intersectsSphere(ma))return;da.copy(i).invert(),pa.copy(t.ray).applyMatrix4(da);const a=r/((this.scale.x+this.scale.y+this.scale.z)/3),o=a*a,l=new Lt,c=new Lt,h=new Lt,u=new Lt,d=this.isLineSegments?2:1;if(n.isBufferGeometry){const i=n.index,r=n.attributes.position;if(null!==i){for(let n=Math.max(0,s.start),a=Math.min(i.count,s.start+s.count)-1;n<a;n+=d){const s=i.getX(n),a=i.getX(n+1);l.fromBufferAttribute(r,s),c.fromBufferAttribute(r,a);if(pa.distanceSqToSegment(l,c,u,h)>o)continue;u.applyMatrix4(this.matrixWorld);const d=t.ray.origin.distanceTo(u);d<t.near||d>t.far||e.push({distance:d,point:h.clone().applyMatrix4(this.matrixWorld),index:n,face:null,faceIndex:null,object:this})}}else{for(let n=Math.max(0,s.start),i=Math.min(r.count,s.start+s.count)-1;n<i;n+=d){l.fromBufferAttribute(r,n),c.fromBufferAttribute(r,n+1);if(pa.distanceSqToSegment(l,c,u,h)>o)continue;u.applyMatrix4(this.matrixWorld);const i=t.ray.origin.distanceTo(u);i<t.near||i>t.far||e.push({distance:i,point:h.clone().applyMatrix4(this.matrixWorld),index:n,face:null,faceIndex:null,object:this})}}}else n.isGeometry&&console.error("THREE.Line.raycast() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.")}updateMorphTargets(){const t=this.geometry;if(t.isBufferGeometry){const e=t.morphAttributes,n=Object.keys(e);if(n.length>0){const t=e[n[0]];if(void 0!==t){this.morphTargetInfluences=[],this.morphTargetDictionary={};for(let e=0,n=t.length;e<n;e++){const n=t[e].name||String(e);this.morphTargetInfluences.push(0),this.morphTargetDictionary[n]=e}}}}else{const e=t.morphTargets;void 0!==e&&e.length>0&&console.error("THREE.Line.updateMorphTargets() does not support THREE.Geometry. Use THREE.BufferGeometry instead.")}}}fa.prototype.isLine=!0;const ga=new Lt,va=new Lt;class ya extends fa{constructor(t,e){super(t,e),this.type="LineSegments"}computeLineDistances(){const t=this.geometry;if(t.isBufferGeometry)if(null===t.index){const e=t.attributes.position,n=[];for(let t=0,i=e.count;t<i;t+=2)ga.fromBufferAttribute(e,t),va.fromBufferAttribute(e,t+1),n[t]=0===t?0:n[t-1],n[t+1]=n[t]+ga.distanceTo(va);t.setAttribute("lineDistance",new mn(n,1))}else console.warn("THREE.LineSegments.computeLineDistances(): Computation only possible with non-indexed BufferGeometry.");else t.isGeometry&&console.error("THREE.LineSegments.computeLineDistances() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.");return this}}ya.prototype.isLineSegments=!0;class xa extends fa{constructor(t,e){super(t,e),this.type="LineLoop"}}xa.prototype.isLineLoop=!0;class _a extends Xe{constructor(t){super(),this.type="PointsMaterial",this.color=new tn(16777215),this.map=null,this.alphaMap=null,this.size=1,this.sizeAttenuation=!0,this.morphTargets=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.map=t.map,this.alphaMap=t.alphaMap,this.size=t.size,this.sizeAttenuation=t.sizeAttenuation,this.morphTargets=t.morphTargets,this}}_a.prototype.isPointsMaterial=!0;const wa=new se,ba=new re,Ma=new Jt,Sa=new Lt;class Ta extends Ce{constructor(t=new En,e=new _a){super(),this.type="Points",this.geometry=t,this.material=e,this.updateMorphTargets()}copy(t){return super.copy(t),this.material=t.material,this.geometry=t.geometry,this}raycast(t,e){const n=this.geometry,i=this.matrixWorld,r=t.params.Points.threshold,s=n.drawRange;if(null===n.boundingSphere&&n.computeBoundingSphere(),Ma.copy(n.boundingSphere),Ma.applyMatrix4(i),Ma.radius+=r,!1===t.ray.intersectsSphere(Ma))return;wa.copy(i).invert(),ba.copy(t.ray).applyMatrix4(wa);const a=r/((this.scale.x+this.scale.y+this.scale.z)/3),o=a*a;if(n.isBufferGeometry){const r=n.index,a=n.attributes.position;if(null!==r){for(let n=Math.max(0,s.start),l=Math.min(r.count,s.start+s.count);n<l;n++){const s=r.getX(n);Sa.fromBufferAttribute(a,s),Ea(Sa,s,o,i,t,e,this)}}else{for(let n=Math.max(0,s.start),r=Math.min(a.count,s.start+s.count);n<r;n++)Sa.fromBufferAttribute(a,n),Ea(Sa,n,o,i,t,e,this)}}else console.error("THREE.Points.raycast() no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.")}updateMorphTargets(){const t=this.geometry;if(t.isBufferGeometry){const e=t.morphAttributes,n=Object.keys(e);if(n.length>0){const t=e[n[0]];if(void 0!==t){this.morphTargetInfluences=[],this.morphTargetDictionary={};for(let e=0,n=t.length;e<n;e++){const n=t[e].name||String(e);this.morphTargetInfluences.push(0),this.morphTargetDictionary[n]=e}}}}else{const e=t.morphTargets;void 0!==e&&e.length>0&&console.error("THREE.Points.updateMorphTargets() does not support THREE.Geometry. Use THREE.BufferGeometry instead.")}}}function Ea(t,e,n,i,r,s,a){const o=ba.distanceSqToPoint(t);if(o<n){const n=new Lt;ba.closestPointToPoint(t,n),n.applyMatrix4(i);const l=r.ray.origin.distanceTo(n);if(l<r.near||l>r.far)return;s.push({distance:l,distanceToRay:Math.sqrt(o),point:n,index:e,face:null,object:a})}}Ta.prototype.isPoints=!0;class Aa extends bt{constructor(t,e,n,i,r,s,a,o,l){super(t,e,n,i,r,s,a,o,l),this.format=void 0!==a?a:T,this.minFilter=void 0!==s?s:g,this.magFilter=void 0!==r?r:g,this.generateMipmaps=!1;const c=this;"requestVideoFrameCallback"in t&&t.requestVideoFrameCallback((function e(){c.needsUpdate=!0,t.requestVideoFrameCallback(e)}))}clone(){return new this.constructor(this.image).copy(this)}update(){const t=this.image;!1==="requestVideoFrameCallback"in t&&t.readyState>=t.HAVE_CURRENT_DATA&&(this.needsUpdate=!0)}}Aa.prototype.isVideoTexture=!0;class La extends bt{constructor(t,e,n,i,r,s,a,o,l,c,h,u){super(null,s,a,o,l,c,i,r,h,u),this.image={width:e,height:n},this.mipmaps=t,this.flipY=!1,this.generateMipmaps=!1}}La.prototype.isCompressedTexture=!0;class Ra extends bt{constructor(t,e,n,i,r,s,a,o,l){super(t,e,n,i,r,s,a,o,l),this.needsUpdate=!0}}Ra.prototype.isCanvasTexture=!0;class Ca extends bt{constructor(t,e,n,i,r,s,a,o,l,c){if((c=void 0!==c?c:A)!==A&&c!==L)throw new Error("DepthTexture format must be either THREE.DepthFormat or THREE.DepthStencilFormat");void 0===n&&c===A&&(n=_),void 0===n&&c===L&&(n=S),super(null,i,r,s,a,o,c,n,l),this.image={width:t,height:e},this.magFilter=void 0!==a?a:p,this.minFilter=void 0!==o?o:p,this.flipY=!1,this.generateMipmaps=!1}}Ca.prototype.isDepthTexture=!0;class Pa extends En{constructor(t=1,e=8,n=0,i=2*Math.PI){super(),this.type="CircleGeometry",this.parameters={radius:t,segments:e,thetaStart:n,thetaLength:i},e=Math.max(3,e);const r=[],s=[],a=[],o=[],l=new Lt,c=new vt;s.push(0,0,0),a.push(0,0,1),o.push(.5,.5);for(let r=0,h=3;r<=e;r++,h+=3){const u=n+r/e*i;l.x=t*Math.cos(u),l.y=t*Math.sin(u),s.push(l.x,l.y,l.z),a.push(0,0,1),c.x=(s[h]/t+1)/2,c.y=(s[h+1]/t+1)/2,o.push(c.x,c.y)}for(let t=1;t<=e;t++)r.push(t,t+1,0);this.setIndex(r),this.setAttribute("position",new mn(s,3)),this.setAttribute("normal",new mn(a,3)),this.setAttribute("uv",new mn(o,2))}}class Da extends En{constructor(t=1,e=1,n=1,i=8,r=1,s=!1,a=0,o=2*Math.PI){super(),this.type="CylinderGeometry",this.parameters={radiusTop:t,radiusBottom:e,height:n,radialSegments:i,heightSegments:r,openEnded:s,thetaStart:a,thetaLength:o};const l=this;i=Math.floor(i),r=Math.floor(r);const c=[],h=[],u=[],d=[];let p=0;const m=[],f=n/2;let g=0;function v(n){const r=p,s=new vt,m=new Lt;let v=0;const y=!0===n?t:e,x=!0===n?1:-1;for(let t=1;t<=i;t++)h.push(0,f*x,0),u.push(0,x,0),d.push(.5,.5),p++;const _=p;for(let t=0;t<=i;t++){const e=t/i*o+a,n=Math.cos(e),r=Math.sin(e);m.x=y*r,m.y=f*x,m.z=y*n,h.push(m.x,m.y,m.z),u.push(0,x,0),s.x=.5*n+.5,s.y=.5*r*x+.5,d.push(s.x,s.y),p++}for(let t=0;t<i;t++){const e=r+t,i=_+t;!0===n?c.push(i,i+1,e):c.push(i+1,i,e),v+=3}l.addGroup(g,v,!0===n?1:2),g+=v}!function(){const s=new Lt,v=new Lt;let y=0;const x=(e-t)/n;for(let l=0;l<=r;l++){const c=[],g=l/r,y=g*(e-t)+t;for(let t=0;t<=i;t++){const e=t/i,r=e*o+a,l=Math.sin(r),m=Math.cos(r);v.x=y*l,v.y=-g*n+f,v.z=y*m,h.push(v.x,v.y,v.z),s.set(l,x,m).normalize(),u.push(s.x,s.y,s.z),d.push(e,1-g),c.push(p++)}m.push(c)}for(let t=0;t<i;t++)for(let e=0;e<r;e++){const n=m[e][t],i=m[e+1][t],r=m[e+1][t+1],s=m[e][t+1];c.push(n,i,s),c.push(i,r,s),y+=6}l.addGroup(g,y,0),g+=y}(),!1===s&&(t>0&&v(!0),e>0&&v(!1)),this.setIndex(c),this.setAttribute("position",new mn(h,3)),this.setAttribute("normal",new mn(u,3)),this.setAttribute("uv",new mn(d,2))}}class Ia extends Da{constructor(t=1,e=1,n=8,i=1,r=!1,s=0,a=2*Math.PI){super(0,t,e,n,i,r,s,a),this.type="ConeGeometry",this.parameters={radius:t,height:e,radialSegments:n,heightSegments:i,openEnded:r,thetaStart:s,thetaLength:a}}}class Na extends En{constructor(t,e,n=1,i=0){super(),this.type="PolyhedronGeometry",this.parameters={vertices:t,indices:e,radius:n,detail:i};const r=[],s=[];function a(t,e,n,i){const r=i+1,s=[];for(let i=0;i<=r;i++){s[i]=[];const a=t.clone().lerp(n,i/r),o=e.clone().lerp(n,i/r),l=r-i;for(let t=0;t<=l;t++)s[i][t]=0===t&&i===r?a:a.clone().lerp(o,t/l)}for(let t=0;t<r;t++)for(let e=0;e<2*(r-t)-1;e++){const n=Math.floor(e/2);e%2==0?(o(s[t][n+1]),o(s[t+1][n]),o(s[t][n])):(o(s[t][n+1]),o(s[t+1][n+1]),o(s[t+1][n]))}}function o(t){r.push(t.x,t.y,t.z)}function l(e,n){const i=3*e;n.x=t[i+0],n.y=t[i+1],n.z=t[i+2]}function c(t,e,n,i){i<0&&1===t.x&&(s[e]=t.x-1),0===n.x&&0===n.z&&(s[e]=i/2/Math.PI+.5)}function h(t){return Math.atan2(t.z,-t.x)}!function(t){const n=new Lt,i=new Lt,r=new Lt;for(let s=0;s<e.length;s+=3)l(e[s+0],n),l(e[s+1],i),l(e[s+2],r),a(n,i,r,t)}(i),function(t){const e=new Lt;for(let n=0;n<r.length;n+=3)e.x=r[n+0],e.y=r[n+1],e.z=r[n+2],e.normalize().multiplyScalar(t),r[n+0]=e.x,r[n+1]=e.y,r[n+2]=e.z}(n),function(){const t=new Lt;for(let n=0;n<r.length;n+=3){t.x=r[n+0],t.y=r[n+1],t.z=r[n+2];const i=h(t)/2/Math.PI+.5,a=(e=t,Math.atan2(-e.y,Math.sqrt(e.x*e.x+e.z*e.z))/Math.PI+.5);s.push(i,1-a)}var e;(function(){const t=new Lt,e=new Lt,n=new Lt,i=new Lt,a=new vt,o=new vt,l=new vt;for(let u=0,d=0;u<r.length;u+=9,d+=6){t.set(r[u+0],r[u+1],r[u+2]),e.set(r[u+3],r[u+4],r[u+5]),n.set(r[u+6],r[u+7],r[u+8]),a.set(s[d+0],s[d+1]),o.set(s[d+2],s[d+3]),l.set(s[d+4],s[d+5]),i.copy(t).add(e).add(n).divideScalar(3);const p=h(i);c(a,d+0,t,p),c(o,d+2,e,p),c(l,d+4,n,p)}})(),function(){for(let t=0;t<s.length;t+=6){const e=s[t+0],n=s[t+2],i=s[t+4],r=Math.max(e,n,i),a=Math.min(e,n,i);r>.9&&a<.1&&(e<.2&&(s[t+0]+=1),n<.2&&(s[t+2]+=1),i<.2&&(s[t+4]+=1))}}()}(),this.setAttribute("position",new mn(r,3)),this.setAttribute("normal",new mn(r.slice(),3)),this.setAttribute("uv",new mn(s,2)),0===i?this.computeVertexNormals():this.normalizeNormals()}}class Ba extends Na{constructor(t=1,e=0){const n=(1+Math.sqrt(5))/2,i=1/n;super([-1,-1,-1,-1,-1,1,-1,1,-1,-1,1,1,1,-1,-1,1,-1,1,1,1,-1,1,1,1,0,-i,-n,0,-i,n,0,i,-n,0,i,n,-i,-n,0,-i,n,0,i,-n,0,i,n,0,-n,0,-i,n,0,-i,-n,0,i,n,0,i],[3,11,7,3,7,15,3,15,13,7,19,17,7,17,6,7,6,15,17,4,8,17,8,10,17,10,6,8,0,16,8,16,2,8,2,10,0,12,1,0,1,18,0,18,16,6,10,2,6,2,13,6,13,15,2,16,18,2,18,3,2,3,13,18,1,9,18,9,11,18,11,3,4,14,12,4,12,0,4,0,8,11,9,5,11,5,19,11,19,7,19,5,14,19,14,4,19,4,17,1,12,14,1,14,5,1,5,9],t,e),this.type="DodecahedronGeometry",this.parameters={radius:t,detail:e}}}const za=new Lt,Fa=new Lt,Oa=new Lt,Ha=new je;class Ga extends 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e.x<=Math.max(t.x,n.x)&&e.x>=Math.min(t.x,n.x)&&e.y<=Math.max(t.y,n.y)&&e.y>=Math.min(t.y,n.y)}function ao(t){return t>0?1:t<0?-1:0}function oo(t,e){return no(t.prev,t,t.next)<0?no(t,e,t.next)>=0&&no(t,t.prev,e)>=0:no(t,e,t.prev)<0||no(t,t.next,e)<0}function lo(t,e){const n=new uo(t.i,t.x,t.y),i=new uo(e.i,e.x,e.y),r=t.next,s=e.prev;return t.next=e,e.prev=t,n.next=r,r.prev=n,i.next=n,n.prev=i,s.next=i,i.prev=s,i}function co(t,e,n,i){const r=new uo(t,e,n);return i?(r.next=i.next,r.prev=i,i.next.prev=r,i.next=r):(r.prev=r,r.next=r),r}function ho(t){t.next.prev=t.prev,t.prev.next=t.next,t.prevZ&&(t.prevZ.nextZ=t.nextZ),t.nextZ&&(t.nextZ.prevZ=t.prevZ)}function uo(t,e,n){this.i=t,this.x=e,this.y=n,this.prev=null,this.next=null,this.z=null,this.prevZ=null,this.nextZ=null,this.steiner=!1}class po{static area(t){const e=t.length;let n=0;for(let i=e-1,r=0;r<e;i=r++)n+=t[i].x*t[r].y-t[r].x*t[i].y;return.5*n}static isClockWise(t){return po.area(t)<0}static triangulateShape(t,e){const n=[],i=[],r=[];mo(t),fo(n,t);let s=t.length;e.forEach(mo);for(let t=0;t<e.length;t++)i.push(s),s+=e[t].length,fo(n,e[t]);const a=Ua(n,i);for(let t=0;t<a.length;t+=3)r.push(a.slice(t,t+3));return r}}function mo(t){const e=t.length;e>2&&t[e-1].equals(t[0])&&t.pop()}function fo(t,e){for(let n=0;n<e.length;n++)t.push(e[n].x),t.push(e[n].y)}class go extends En{constructor(t,e){super(),this.type="ExtrudeGeometry",this.parameters={shapes:t,options:e},t=Array.isArray(t)?t:[t];const n=this,i=[],r=[];for(let e=0,n=t.length;e<n;e++){s(t[e])}function s(t){const s=[],a=void 0!==e.curveSegments?e.curveSegments:12,o=void 0!==e.steps?e.steps:1;let l=void 0!==e.depth?e.depth:100,c=void 0===e.bevelEnabled||e.bevelEnabled,h=void 0!==e.bevelThickness?e.bevelThickness:6,u=void 0!==e.bevelSize?e.bevelSize:h-2,d=void 0!==e.bevelOffset?e.bevelOffset:0,p=void 0!==e.bevelSegments?e.bevelSegments:3;const m=e.extrudePath,f=void 0!==e.UVGenerator?e.UVGenerator:vo;void 0!==e.amount&&(console.warn("THREE.ExtrudeBufferGeometry: amount has been renamed to depth."),l=e.amount);let g,v,y,x,_,w=!1;m&&(g=m.getSpacedPoints(o),w=!0,c=!1,v=m.computeFrenetFrames(o,!1),y=new Lt,x=new Lt,_=new Lt),c||(p=0,h=0,u=0,d=0);const b=t.extractPoints(a);let M=b.shape;const S=b.holes;if(!po.isClockWise(M)){M=M.reverse();for(let t=0,e=S.length;t<e;t++){const e=S[t];po.isClockWise(e)&&(S[t]=e.reverse())}}const T=po.triangulateShape(M,S),E=M;for(let t=0,e=S.length;t<e;t++){const e=S[t];M=M.concat(e)}function A(t,e,n){return e||console.error("THREE.ExtrudeGeometry: vec does not exist"),e.clone().multiplyScalar(n).add(t)}const L=M.length,R=T.length;function C(t,e,n){let i,r,s;const a=t.x-e.x,o=t.y-e.y,l=n.x-t.x,c=n.y-t.y,h=a*a+o*o,u=a*c-o*l;if(Math.abs(u)>Number.EPSILON){const u=Math.sqrt(h),d=Math.sqrt(l*l+c*c),p=e.x-o/u,m=e.y+a/u,f=((n.x-c/d-p)*c-(n.y+l/d-m)*l)/(a*c-o*l);i=p+a*f-t.x,r=m+o*f-t.y;const g=i*i+r*r;if(g<=2)return new vt(i,r);s=Math.sqrt(g/2)}else{let t=!1;a>Number.EPSILON?l>Number.EPSILON&&(t=!0):a<-Number.EPSILON?l<-Number.EPSILON&&(t=!0):Math.sign(o)===Math.sign(c)&&(t=!0),t?(i=-o,r=a,s=Math.sqrt(h)):(i=a,r=o,s=Math.sqrt(h/2))}return new vt(i/s,r/s)}const P=[];for(let t=0,e=E.length,n=e-1,i=t+1;t<e;t++,n++,i++)n===e&&(n=0),i===e&&(i=0),P[t]=C(E[t],E[n],E[i]);const D=[];let I,N=P.concat();for(let t=0,e=S.length;t<e;t++){const e=S[t];I=[];for(let t=0,n=e.length,i=n-1,r=t+1;t<n;t++,i++,r++)i===n&&(i=0),r===n&&(r=0),I[t]=C(e[t],e[i],e[r]);D.push(I),N=N.concat(I)}for(let t=0;t<p;t++){const e=t/p,n=h*Math.cos(e*Math.PI/2),i=u*Math.sin(e*Math.PI/2)+d;for(let t=0,e=E.length;t<e;t++){const e=A(E[t],P[t],i);F(e.x,e.y,-n)}for(let t=0,e=S.length;t<e;t++){const e=S[t];I=D[t];for(let t=0,r=e.length;t<r;t++){const r=A(e[t],I[t],i);F(r.x,r.y,-n)}}}const B=u+d;for(let t=0;t<L;t++){const e=c?A(M[t],N[t],B):M[t];w?(x.copy(v.normals[0]).multiplyScalar(e.x),y.copy(v.binormals[0]).multiplyScalar(e.y),_.copy(g[0]).add(x).add(y),F(_.x,_.y,_.z)):F(e.x,e.y,0)}for(let t=1;t<=o;t++)for(let e=0;e<L;e++){const n=c?A(M[e],N[e],B):M[e];w?(x.copy(v.normals[t]).multiplyScalar(n.x),y.copy(v.binormals[t]).multiplyScalar(n.y),_.copy(g[t]).add(x).add(y),F(_.x,_.y,_.z)):F(n.x,n.y,l/o*t)}for(let t=p-1;t>=0;t--){const e=t/p,n=h*Math.cos(e*Math.PI/2),i=u*Math.sin(e*Math.PI/2)+d;for(let t=0,e=E.length;t<e;t++){const e=A(E[t],P[t],i);F(e.x,e.y,l+n)}for(let t=0,e=S.length;t<e;t++){const e=S[t];I=D[t];for(let t=0,r=e.length;t<r;t++){const r=A(e[t],I[t],i);w?F(r.x,r.y+g[o-1].y,g[o-1].x+n):F(r.x,r.y,l+n)}}}function z(t,e){let n=t.length;for(;--n>=0;){const i=n;let r=n-1;r<0&&(r=t.length-1);for(let t=0,n=o+2*p;t<n;t++){const n=L*t,s=L*(t+1);H(e+i+n,e+r+n,e+r+s,e+i+s)}}}function F(t,e,n){s.push(t),s.push(e),s.push(n)}function O(t,e,r){G(t),G(e),G(r);const s=i.length/3,a=f.generateTopUV(n,i,s-3,s-2,s-1);U(a[0]),U(a[1]),U(a[2])}function H(t,e,r,s){G(t),G(e),G(s),G(e),G(r),G(s);const a=i.length/3,o=f.generateSideWallUV(n,i,a-6,a-3,a-2,a-1);U(o[0]),U(o[1]),U(o[3]),U(o[1]),U(o[2]),U(o[3])}function G(t){i.push(s[3*t+0]),i.push(s[3*t+1]),i.push(s[3*t+2])}function U(t){r.push(t.x),r.push(t.y)}!function(){const t=i.length/3;if(c){let t=0,e=L*t;for(let t=0;t<R;t++){const n=T[t];O(n[2]+e,n[1]+e,n[0]+e)}t=o+2*p,e=L*t;for(let t=0;t<R;t++){const n=T[t];O(n[0]+e,n[1]+e,n[2]+e)}}else{for(let t=0;t<R;t++){const e=T[t];O(e[2],e[1],e[0])}for(let t=0;t<R;t++){const e=T[t];O(e[0]+L*o,e[1]+L*o,e[2]+L*o)}}n.addGroup(t,i.length/3-t,0)}(),function(){const t=i.length/3;let e=0;z(E,e),e+=E.length;for(let t=0,n=S.length;t<n;t++){const n=S[t];z(n,e),e+=n.length}n.addGroup(t,i.length/3-t,1)}()}this.setAttribute("position",new mn(i,3)),this.setAttribute("uv",new mn(r,2)),this.computeVertexNormals()}toJSON(){const t=En.prototype.toJSON.call(this);return function(t,e,n){if(n.shapes=[],Array.isArray(t))for(let e=0,i=t.length;e<i;e++){const i=t[e];n.shapes.push(i.uuid)}else n.shapes.push(t.uuid);void 0!==e.extrudePath&&(n.options.extrudePath=e.extrudePath.toJSON());return n}(this.parameters.shapes,this.parameters.options,t)}}const vo={generateTopUV:function(t,e,n,i,r){const s=e[3*n],a=e[3*n+1],o=e[3*i],l=e[3*i+1],c=e[3*r],h=e[3*r+1];return[new vt(s,a),new vt(o,l),new vt(c,h)]},generateSideWallUV:function(t,e,n,i,r,s){const a=e[3*n],o=e[3*n+1],l=e[3*n+2],c=e[3*i],h=e[3*i+1],u=e[3*i+2],d=e[3*r],p=e[3*r+1],m=e[3*r+2],f=e[3*s],g=e[3*s+1],v=e[3*s+2];return Math.abs(o-h)<.01?[new vt(a,1-l),new vt(c,1-u),new vt(d,1-m),new vt(f,1-v)]:[new vt(o,1-l),new vt(h,1-u),new vt(p,1-m),new vt(g,1-v)]}};class yo extends Na{constructor(t=1,e=0){const n=(1+Math.sqrt(5))/2;super([-1,n,0,1,n,0,-1,-n,0,1,-n,0,0,-1,n,0,1,n,0,-1,-n,0,1,-n,n,0,-1,n,0,1,-n,0,-1,-n,0,1],[0,11,5,0,5,1,0,1,7,0,7,10,0,10,11,1,5,9,5,11,4,11,10,2,10,7,6,7,1,8,3,9,4,3,4,2,3,2,6,3,6,8,3,8,9,4,9,5,2,4,11,6,2,10,8,6,7,9,8,1],t,e),this.type="IcosahedronGeometry",this.parameters={radius:t,detail:e}}}class xo extends En{constructor(t,e=12,n=0,i=2*Math.PI){super(),this.type="LatheGeometry",this.parameters={points:t,segments:e,phiStart:n,phiLength:i},e=Math.floor(e),i=ht(i,0,2*Math.PI);const r=[],s=[],a=[],o=1/e,l=new Lt,c=new vt;for(let r=0;r<=e;r++){const h=n+r*o*i,u=Math.sin(h),d=Math.cos(h);for(let n=0;n<=t.length-1;n++)l.x=t[n].x*u,l.y=t[n].y,l.z=t[n].x*d,s.push(l.x,l.y,l.z),c.x=r/e,c.y=n/(t.length-1),a.push(c.x,c.y)}for(let n=0;n<e;n++)for(let e=0;e<t.length-1;e++){const i=e+n*t.length,s=i,a=i+t.length,o=i+t.length+1,l=i+1;r.push(s,a,l),r.push(a,o,l)}if(this.setIndex(r),this.setAttribute("position",new mn(s,3)),this.setAttribute("uv",new mn(a,2)),this.computeVertexNormals(),i===2*Math.PI){const n=this.attributes.normal.array,i=new Lt,r=new Lt,s=new Lt,a=e*t.length*3;for(let e=0,o=0;e<t.length;e++,o+=3)i.x=n[o+0],i.y=n[o+1],i.z=n[o+2],r.x=n[a+o+0],r.y=n[a+o+1],r.z=n[a+o+2],s.addVectors(i,r).normalize(),n[o+0]=n[a+o+0]=s.x,n[o+1]=n[a+o+1]=s.y,n[o+2]=n[a+o+2]=s.z}}}class _o extends Na{constructor(t=1,e=0){super([1,0,0,-1,0,0,0,1,0,0,-1,0,0,0,1,0,0,-1],[0,2,4,0,4,3,0,3,5,0,5,2,1,2,5,1,5,3,1,3,4,1,4,2],t,e),this.type="OctahedronGeometry",this.parameters={radius:t,detail:e}}}class wo extends En{constructor(t,e,n){super(),this.type="ParametricGeometry",this.parameters={func:t,slices:e,stacks:n};const i=[],r=[],s=[],a=[],o=1e-5,l=new Lt,c=new Lt,h=new Lt,u=new Lt,d=new Lt;t.length<3&&console.error("THREE.ParametricGeometry: Function must now modify a Vector3 as third parameter.");const p=e+1;for(let i=0;i<=n;i++){const p=i/n;for(let n=0;n<=e;n++){const i=n/e;t(i,p,c),r.push(c.x,c.y,c.z),i-o>=0?(t(i-o,p,h),u.subVectors(c,h)):(t(i+o,p,h),u.subVectors(h,c)),p-o>=0?(t(i,p-o,h),d.subVectors(c,h)):(t(i,p+o,h),d.subVectors(h,c)),l.crossVectors(u,d).normalize(),s.push(l.x,l.y,l.z),a.push(i,p)}}for(let t=0;t<n;t++)for(let n=0;n<e;n++){const e=t*p+n,r=t*p+n+1,s=(t+1)*p+n+1,a=(t+1)*p+n;i.push(e,r,a),i.push(r,s,a)}this.setIndex(i),this.setAttribute("position",new mn(r,3)),this.setAttribute("normal",new mn(s,3)),this.setAttribute("uv",new mn(a,2))}}class bo extends En{constructor(t=.5,e=1,n=8,i=1,r=0,s=2*Math.PI){super(),this.type="RingGeometry",this.parameters={innerRadius:t,outerRadius:e,thetaSegments:n,phiSegments:i,thetaStart:r,thetaLength:s},n=Math.max(3,n);const a=[],o=[],l=[],c=[];let h=t;const u=(e-t)/(i=Math.max(1,i)),d=new Lt,p=new vt;for(let t=0;t<=i;t++){for(let t=0;t<=n;t++){const i=r+t/n*s;d.x=h*Math.cos(i),d.y=h*Math.sin(i),o.push(d.x,d.y,d.z),l.push(0,0,1),p.x=(d.x/e+1)/2,p.y=(d.y/e+1)/2,c.push(p.x,p.y)}h+=u}for(let t=0;t<i;t++){const e=t*(n+1);for(let t=0;t<n;t++){const i=t+e,r=i,s=i+n+1,o=i+n+2,l=i+1;a.push(r,s,l),a.push(s,o,l)}}this.setIndex(a),this.setAttribute("position",new mn(o,3)),this.setAttribute("normal",new mn(l,3)),this.setAttribute("uv",new mn(c,2))}}class Mo extends En{constructor(t,e=12){super(),this.type="ShapeGeometry",this.parameters={shapes:t,curveSegments:e};const n=[],i=[],r=[],s=[];let a=0,o=0;if(!1===Array.isArray(t))l(t);else for(let e=0;e<t.length;e++)l(t[e]),this.addGroup(a,o,e),a+=o,o=0;function l(t){const a=i.length/3,l=t.extractPoints(e);let c=l.shape;const h=l.holes;!1===po.isClockWise(c)&&(c=c.reverse());for(let t=0,e=h.length;t<e;t++){const e=h[t];!0===po.isClockWise(e)&&(h[t]=e.reverse())}const u=po.triangulateShape(c,h);for(let t=0,e=h.length;t<e;t++){const e=h[t];c=c.concat(e)}for(let t=0,e=c.length;t<e;t++){const e=c[t];i.push(e.x,e.y,0),r.push(0,0,1),s.push(e.x,e.y)}for(let t=0,e=u.length;t<e;t++){const e=u[t],i=e[0]+a,r=e[1]+a,s=e[2]+a;n.push(i,r,s),o+=3}}this.setIndex(n),this.setAttribute("position",new mn(i,3)),this.setAttribute("normal",new mn(r,3)),this.setAttribute("uv",new mn(s,2))}toJSON(){const t=En.prototype.toJSON.call(this);return function(t,e){if(e.shapes=[],Array.isArray(t))for(let n=0,i=t.length;n<i;n++){const i=t[n];e.shapes.push(i.uuid)}else e.shapes.push(t.uuid);return e}(this.parameters.shapes,t)}}class So extends En{constructor(t=1,e=8,n=6,i=0,r=2*Math.PI,s=0,a=Math.PI){super(),this.type="SphereGeometry",this.parameters={radius:t,widthSegments:e,heightSegments:n,phiStart:i,phiLength:r,thetaStart:s,thetaLength:a},e=Math.max(3,Math.floor(e)),n=Math.max(2,Math.floor(n));const o=Math.min(s+a,Math.PI);let l=0;const c=[],h=new Lt,u=new Lt,d=[],p=[],m=[],f=[];for(let d=0;d<=n;d++){const g=[],v=d/n;let y=0;0==d&&0==s?y=.5/e:d==n&&o==Math.PI&&(y=-.5/e);for(let n=0;n<=e;n++){const o=n/e;h.x=-t*Math.cos(i+o*r)*Math.sin(s+v*a),h.y=t*Math.cos(s+v*a),h.z=t*Math.sin(i+o*r)*Math.sin(s+v*a),p.push(h.x,h.y,h.z),u.copy(h).normalize(),m.push(u.x,u.y,u.z),f.push(o+y,1-v),g.push(l++)}c.push(g)}for(let t=0;t<n;t++)for(let i=0;i<e;i++){const e=c[t][i+1],r=c[t][i],a=c[t+1][i],l=c[t+1][i+1];(0!==t||s>0)&&d.push(e,r,l),(t!==n-1||o<Math.PI)&&d.push(r,a,l)}this.setIndex(d),this.setAttribute("position",new mn(p,3)),this.setAttribute("normal",new mn(m,3)),this.setAttribute("uv",new mn(f,2))}}class To extends Na{constructor(t=1,e=0){super([1,1,1,-1,-1,1,-1,1,-1,1,-1,-1],[2,1,0,0,3,2,1,3,0,2,3,1],t,e),this.type="TetrahedronGeometry",this.parameters={radius:t,detail:e}}}class Eo extends go{constructor(t,e={}){const n=e.font;if(!n||!n.isFont)return console.error("THREE.TextGeometry: font parameter is not an instance of THREE.Font."),new En;const i=n.generateShapes(t,e.size);e.depth=void 0!==e.height?e.height:50,void 0===e.bevelThickness&&(e.bevelThickness=10),void 0===e.bevelSize&&(e.bevelSize=8),void 0===e.bevelEnabled&&(e.bevelEnabled=!1),super(i,e),this.type="TextGeometry"}}class Ao extends En{constructor(t=1,e=.4,n=8,i=6,r=2*Math.PI){super(),this.type="TorusGeometry",this.parameters={radius:t,tube:e,radialSegments:n,tubularSegments:i,arc:r},n=Math.floor(n),i=Math.floor(i);const s=[],a=[],o=[],l=[],c=new Lt,h=new Lt,u=new Lt;for(let s=0;s<=n;s++)for(let d=0;d<=i;d++){const p=d/i*r,m=s/n*Math.PI*2;h.x=(t+e*Math.cos(m))*Math.cos(p),h.y=(t+e*Math.cos(m))*Math.sin(p),h.z=e*Math.sin(m),a.push(h.x,h.y,h.z),c.x=t*Math.cos(p),c.y=t*Math.sin(p),u.subVectors(h,c).normalize(),o.push(u.x,u.y,u.z),l.push(d/i),l.push(s/n)}for(let t=1;t<=n;t++)for(let e=1;e<=i;e++){const n=(i+1)*t+e-1,r=(i+1)*(t-1)+e-1,a=(i+1)*(t-1)+e,o=(i+1)*t+e;s.push(n,r,o),s.push(r,a,o)}this.setIndex(s),this.setAttribute("position",new mn(a,3)),this.setAttribute("normal",new mn(o,3)),this.setAttribute("uv",new mn(l,2))}}class Lo extends En{constructor(t=1,e=.4,n=64,i=8,r=2,s=3){super(),this.type="TorusKnotGeometry",this.parameters={radius:t,tube:e,tubularSegments:n,radialSegments:i,p:r,q:s},n=Math.floor(n),i=Math.floor(i);const a=[],o=[],l=[],c=[],h=new Lt,u=new Lt,d=new Lt,p=new Lt,m=new Lt,f=new Lt,g=new Lt;for(let a=0;a<=n;++a){const y=a/n*r*Math.PI*2;v(y,r,s,t,d),v(y+.01,r,s,t,p),f.subVectors(p,d),g.addVectors(p,d),m.crossVectors(f,g),g.crossVectors(m,f),m.normalize(),g.normalize();for(let t=0;t<=i;++t){const r=t/i*Math.PI*2,s=-e*Math.cos(r),p=e*Math.sin(r);h.x=d.x+(s*g.x+p*m.x),h.y=d.y+(s*g.y+p*m.y),h.z=d.z+(s*g.z+p*m.z),o.push(h.x,h.y,h.z),u.subVectors(h,d).normalize(),l.push(u.x,u.y,u.z),c.push(a/n),c.push(t/i)}}for(let t=1;t<=n;t++)for(let e=1;e<=i;e++){const n=(i+1)*(t-1)+(e-1),r=(i+1)*t+(e-1),s=(i+1)*t+e,o=(i+1)*(t-1)+e;a.push(n,r,o),a.push(r,s,o)}function v(t,e,n,i,r){const s=Math.cos(t),a=Math.sin(t),o=n/e*t,l=Math.cos(o);r.x=i*(2+l)*.5*s,r.y=i*(2+l)*a*.5,r.z=i*Math.sin(o)*.5}this.setIndex(a),this.setAttribute("position",new mn(o,3)),this.setAttribute("normal",new mn(l,3)),this.setAttribute("uv",new mn(c,2))}}class Ro extends En{constructor(t,e=64,n=1,i=8,r=!1){super(),this.type="TubeGeometry",this.parameters={path:t,tubularSegments:e,radius:n,radialSegments:i,closed:r};const s=t.computeFrenetFrames(e,r);this.tangents=s.tangents,this.normals=s.normals,this.binormals=s.binormals;const a=new Lt,o=new Lt,l=new vt;let c=new Lt;const h=[],u=[],d=[],p=[];function m(r){c=t.getPointAt(r/e,c);const l=s.normals[r],d=s.binormals[r];for(let t=0;t<=i;t++){const e=t/i*Math.PI*2,r=Math.sin(e),s=-Math.cos(e);o.x=s*l.x+r*d.x,o.y=s*l.y+r*d.y,o.z=s*l.z+r*d.z,o.normalize(),u.push(o.x,o.y,o.z),a.x=c.x+n*o.x,a.y=c.y+n*o.y,a.z=c.z+n*o.z,h.push(a.x,a.y,a.z)}}!function(){for(let t=0;t<e;t++)m(t);m(!1===r?e:0),function(){for(let t=0;t<=e;t++)for(let n=0;n<=i;n++)l.x=t/e,l.y=n/i,d.push(l.x,l.y)}(),function(){for(let t=1;t<=e;t++)for(let e=1;e<=i;e++){const n=(i+1)*(t-1)+(e-1),r=(i+1)*t+(e-1),s=(i+1)*t+e,a=(i+1)*(t-1)+e;p.push(n,r,a),p.push(r,s,a)}}()}(),this.setIndex(p),this.setAttribute("position",new mn(h,3)),this.setAttribute("normal",new mn(u,3)),this.setAttribute("uv",new mn(d,2))}toJSON(){const t=En.prototype.toJSON.call(this);return t.path=this.parameters.path.toJSON(),t}}class Co extends En{constructor(t){if(super(),this.type="WireframeGeometry",!0===t.isGeometry)return void console.error("THREE.WireframeGeometry no longer supports THREE.Geometry. Use THREE.BufferGeometry instead.");const e=[],n=[0,0],i={},r=new Lt;if(null!==t.index){const s=t.attributes.position,a=t.index;let o=t.groups;0===o.length&&(o=[{start:0,count:a.count,materialIndex:0}]);for(let t=0,e=o.length;t<e;++t){const e=o[t],r=e.start;for(let t=r,s=r+e.count;t<s;t+=3)for(let e=0;e<3;e++){const r=a.getX(t+e),s=a.getX(t+(e+1)%3);n[0]=Math.min(r,s),n[1]=Math.max(r,s);const o=n[0]+","+n[1];void 0===i[o]&&(i[o]={index1:n[0],index2:n[1]})}}for(const t in i){const n=i[t];r.fromBufferAttribute(s,n.index1),e.push(r.x,r.y,r.z),r.fromBufferAttribute(s,n.index2),e.push(r.x,r.y,r.z)}}else{const n=t.attributes.position;for(let t=0,i=n.count/3;t<i;t++)for(let i=0;i<3;i++){const s=3*t+i;r.fromBufferAttribute(n,s),e.push(r.x,r.y,r.z);const a=3*t+(i+1)%3;r.fromBufferAttribute(n,a),e.push(r.x,r.y,r.z)}}this.setAttribute("position",new mn(e,3))}}var Po=Object.freeze({__proto__:null,BoxGeometry:qn,BoxBufferGeometry:qn,CircleGeometry:Pa,CircleBufferGeometry:Pa,ConeGeometry:Ia,ConeBufferGeometry:Ia,CylinderGeometry:Da,CylinderBufferGeometry:Da,DodecahedronGeometry:Ba,DodecahedronBufferGeometry:Ba,EdgesGeometry:Ga,ExtrudeGeometry:go,ExtrudeBufferGeometry:go,IcosahedronGeometry:yo,IcosahedronBufferGeometry:yo,LatheGeometry:xo,LatheBufferGeometry:xo,OctahedronGeometry:_o,OctahedronBufferGeometry:_o,ParametricGeometry:wo,ParametricBufferGeometry:wo,PlaneGeometry:ci,PlaneBufferGeometry:ci,PolyhedronGeometry:Na,PolyhedronBufferGeometry:Na,RingGeometry:bo,RingBufferGeometry:bo,ShapeGeometry:Mo,ShapeBufferGeometry:Mo,SphereGeometry:So,SphereBufferGeometry:So,TetrahedronGeometry:To,TetrahedronBufferGeometry:To,TextGeometry:Eo,TextBufferGeometry:Eo,TorusGeometry:Ao,TorusBufferGeometry:Ao,TorusKnotGeometry:Lo,TorusKnotBufferGeometry:Lo,TubeGeometry:Ro,TubeBufferGeometry:Ro,WireframeGeometry:Co});class Do extends Xe{constructor(t){super(),this.type="ShadowMaterial",this.color=new tn(0),this.transparent=!0,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this}}Do.prototype.isShadowMaterial=!0;class Io extends Jn{constructor(t){super(t),this.type="RawShaderMaterial"}}Io.prototype.isRawShaderMaterial=!0;class No extends Xe{constructor(t){super(),this.defines={STANDARD:""},this.type="MeshStandardMaterial",this.color=new tn(16777215),this.roughness=1,this.metalness=0,this.map=null,this.lightMap=null,this.lightMapIntensity=1,this.aoMap=null,this.aoMapIntensity=1,this.emissive=new tn(0),this.emissiveIntensity=1,this.emissiveMap=null,this.bumpMap=null,this.bumpScale=1,this.normalMap=null,this.normalMapType=0,this.normalScale=new vt(1,1),this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.roughnessMap=null,this.metalnessMap=null,this.alphaMap=null,this.envMap=null,this.envMapIntensity=1,this.refractionRatio=.98,this.wireframe=!1,this.wireframeLinewidth=1,this.wireframeLinecap="round",this.wireframeLinejoin="round",this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.flatShading=!1,this.vertexTangents=!1,this.setValues(t)}copy(t){return super.copy(t),this.defines={STANDARD:""},this.color.copy(t.color),this.roughness=t.roughness,this.metalness=t.metalness,this.map=t.map,this.lightMap=t.lightMap,this.lightMapIntensity=t.lightMapIntensity,this.aoMap=t.aoMap,this.aoMapIntensity=t.aoMapIntensity,this.emissive.copy(t.emissive),this.emissiveMap=t.emissiveMap,this.emissiveIntensity=t.emissiveIntensity,this.bumpMap=t.bumpMap,this.bumpScale=t.bumpScale,this.normalMap=t.normalMap,this.normalMapType=t.normalMapType,this.normalScale.copy(t.normalScale),this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.roughnessMap=t.roughnessMap,this.metalnessMap=t.metalnessMap,this.alphaMap=t.alphaMap,this.envMap=t.envMap,this.envMapIntensity=t.envMapIntensity,this.refractionRatio=t.refractionRatio,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.wireframeLinecap=t.wireframeLinecap,this.wireframeLinejoin=t.wireframeLinejoin,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this.flatShading=t.flatShading,this.vertexTangents=t.vertexTangents,this}}No.prototype.isMeshStandardMaterial=!0;class Bo extends No{constructor(t){super(),this.defines={STANDARD:"",PHYSICAL:""},this.type="MeshPhysicalMaterial",this.clearcoat=0,this.clearcoatMap=null,this.clearcoatRoughness=0,this.clearcoatRoughnessMap=null,this.clearcoatNormalScale=new vt(1,1),this.clearcoatNormalMap=null,this.reflectivity=.5,Object.defineProperty(this,"ior",{get:function(){return(1+.4*this.reflectivity)/(1-.4*this.reflectivity)},set:function(t){this.reflectivity=ht(2.5*(t-1)/(t+1),0,1)}}),this.sheen=null,this.transmission=0,this.transmissionMap=null,this.setValues(t)}copy(t){return super.copy(t),this.defines={STANDARD:"",PHYSICAL:""},this.clearcoat=t.clearcoat,this.clearcoatMap=t.clearcoatMap,this.clearcoatRoughness=t.clearcoatRoughness,this.clearcoatRoughnessMap=t.clearcoatRoughnessMap,this.clearcoatNormalMap=t.clearcoatNormalMap,this.clearcoatNormalScale.copy(t.clearcoatNormalScale),this.reflectivity=t.reflectivity,t.sheen?this.sheen=(this.sheen||new tn).copy(t.sheen):this.sheen=null,this.transmission=t.transmission,this.transmissionMap=t.transmissionMap,this}}Bo.prototype.isMeshPhysicalMaterial=!0;class zo extends Xe{constructor(t){super(),this.type="MeshPhongMaterial",this.color=new tn(16777215),this.specular=new tn(1118481),this.shininess=30,this.map=null,this.lightMap=null,this.lightMapIntensity=1,this.aoMap=null,this.aoMapIntensity=1,this.emissive=new tn(0),this.emissiveIntensity=1,this.emissiveMap=null,this.bumpMap=null,this.bumpScale=1,this.normalMap=null,this.normalMapType=0,this.normalScale=new vt(1,1),this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.specularMap=null,this.alphaMap=null,this.envMap=null,this.combine=0,this.reflectivity=1,this.refractionRatio=.98,this.wireframe=!1,this.wireframeLinewidth=1,this.wireframeLinecap="round",this.wireframeLinejoin="round",this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.flatShading=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.specular.copy(t.specular),this.shininess=t.shininess,this.map=t.map,this.lightMap=t.lightMap,this.lightMapIntensity=t.lightMapIntensity,this.aoMap=t.aoMap,this.aoMapIntensity=t.aoMapIntensity,this.emissive.copy(t.emissive),this.emissiveMap=t.emissiveMap,this.emissiveIntensity=t.emissiveIntensity,this.bumpMap=t.bumpMap,this.bumpScale=t.bumpScale,this.normalMap=t.normalMap,this.normalMapType=t.normalMapType,this.normalScale.copy(t.normalScale),this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.specularMap=t.specularMap,this.alphaMap=t.alphaMap,this.envMap=t.envMap,this.combine=t.combine,this.reflectivity=t.reflectivity,this.refractionRatio=t.refractionRatio,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.wireframeLinecap=t.wireframeLinecap,this.wireframeLinejoin=t.wireframeLinejoin,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this.flatShading=t.flatShading,this}}zo.prototype.isMeshPhongMaterial=!0;class Fo extends Xe{constructor(t){super(),this.defines={TOON:""},this.type="MeshToonMaterial",this.color=new tn(16777215),this.map=null,this.gradientMap=null,this.lightMap=null,this.lightMapIntensity=1,this.aoMap=null,this.aoMapIntensity=1,this.emissive=new tn(0),this.emissiveIntensity=1,this.emissiveMap=null,this.bumpMap=null,this.bumpScale=1,this.normalMap=null,this.normalMapType=0,this.normalScale=new vt(1,1),this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.alphaMap=null,this.wireframe=!1,this.wireframeLinewidth=1,this.wireframeLinecap="round",this.wireframeLinejoin="round",this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.map=t.map,this.gradientMap=t.gradientMap,this.lightMap=t.lightMap,this.lightMapIntensity=t.lightMapIntensity,this.aoMap=t.aoMap,this.aoMapIntensity=t.aoMapIntensity,this.emissive.copy(t.emissive),this.emissiveMap=t.emissiveMap,this.emissiveIntensity=t.emissiveIntensity,this.bumpMap=t.bumpMap,this.bumpScale=t.bumpScale,this.normalMap=t.normalMap,this.normalMapType=t.normalMapType,this.normalScale.copy(t.normalScale),this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.alphaMap=t.alphaMap,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.wireframeLinecap=t.wireframeLinecap,this.wireframeLinejoin=t.wireframeLinejoin,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this}}Fo.prototype.isMeshToonMaterial=!0;class Oo extends Xe{constructor(t){super(),this.type="MeshNormalMaterial",this.bumpMap=null,this.bumpScale=1,this.normalMap=null,this.normalMapType=0,this.normalScale=new vt(1,1),this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.wireframe=!1,this.wireframeLinewidth=1,this.fog=!1,this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.flatShading=!1,this.setValues(t)}copy(t){return super.copy(t),this.bumpMap=t.bumpMap,this.bumpScale=t.bumpScale,this.normalMap=t.normalMap,this.normalMapType=t.normalMapType,this.normalScale.copy(t.normalScale),this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this.flatShading=t.flatShading,this}}Oo.prototype.isMeshNormalMaterial=!0;class Ho extends Xe{constructor(t){super(),this.type="MeshLambertMaterial",this.color=new tn(16777215),this.map=null,this.lightMap=null,this.lightMapIntensity=1,this.aoMap=null,this.aoMapIntensity=1,this.emissive=new tn(0),this.emissiveIntensity=1,this.emissiveMap=null,this.specularMap=null,this.alphaMap=null,this.envMap=null,this.combine=0,this.reflectivity=1,this.refractionRatio=.98,this.wireframe=!1,this.wireframeLinewidth=1,this.wireframeLinecap="round",this.wireframeLinejoin="round",this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.setValues(t)}copy(t){return super.copy(t),this.color.copy(t.color),this.map=t.map,this.lightMap=t.lightMap,this.lightMapIntensity=t.lightMapIntensity,this.aoMap=t.aoMap,this.aoMapIntensity=t.aoMapIntensity,this.emissive.copy(t.emissive),this.emissiveMap=t.emissiveMap,this.emissiveIntensity=t.emissiveIntensity,this.specularMap=t.specularMap,this.alphaMap=t.alphaMap,this.envMap=t.envMap,this.combine=t.combine,this.reflectivity=t.reflectivity,this.refractionRatio=t.refractionRatio,this.wireframe=t.wireframe,this.wireframeLinewidth=t.wireframeLinewidth,this.wireframeLinecap=t.wireframeLinecap,this.wireframeLinejoin=t.wireframeLinejoin,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this}}Ho.prototype.isMeshLambertMaterial=!0;class Go extends Xe{constructor(t){super(),this.defines={MATCAP:""},this.type="MeshMatcapMaterial",this.color=new tn(16777215),this.matcap=null,this.map=null,this.bumpMap=null,this.bumpScale=1,this.normalMap=null,this.normalMapType=0,this.normalScale=new vt(1,1),this.displacementMap=null,this.displacementScale=1,this.displacementBias=0,this.alphaMap=null,this.skinning=!1,this.morphTargets=!1,this.morphNormals=!1,this.flatShading=!1,this.setValues(t)}copy(t){return super.copy(t),this.defines={MATCAP:""},this.color.copy(t.color),this.matcap=t.matcap,this.map=t.map,this.bumpMap=t.bumpMap,this.bumpScale=t.bumpScale,this.normalMap=t.normalMap,this.normalMapType=t.normalMapType,this.normalScale.copy(t.normalScale),this.displacementMap=t.displacementMap,this.displacementScale=t.displacementScale,this.displacementBias=t.displacementBias,this.alphaMap=t.alphaMap,this.skinning=t.skinning,this.morphTargets=t.morphTargets,this.morphNormals=t.morphNormals,this.flatShading=t.flatShading,this}}Go.prototype.isMeshMatcapMaterial=!0;class Uo extends ca{constructor(t){super(),this.type="LineDashedMaterial",this.scale=1,this.dashSize=3,this.gapSize=1,this.setValues(t)}copy(t){return super.copy(t),this.scale=t.scale,this.dashSize=t.dashSize,this.gapSize=t.gapSize,this}}Uo.prototype.isLineDashedMaterial=!0;var ko=Object.freeze({__proto__:null,ShadowMaterial:Do,SpriteMaterial:Rs,RawShaderMaterial:Io,ShaderMaterial:Jn,PointsMaterial:_a,MeshPhysicalMaterial:Bo,MeshStandardMaterial:No,MeshPhongMaterial:zo,MeshToonMaterial:Fo,MeshNormalMaterial:Oo,MeshLambertMaterial:Ho,MeshDepthMaterial:cs,MeshDistanceMaterial:hs,MeshBasicMaterial:en,MeshMatcapMaterial:Go,LineDashedMaterial:Uo,LineBasicMaterial:ca,Material:Xe});const Vo={arraySlice:function(t,e,n){return Vo.isTypedArray(t)?new t.constructor(t.subarray(e,void 0!==n?n:t.length)):t.slice(e,n)},convertArray:function(t,e,n){return!t||!n&&t.constructor===e?t:"number"==typeof e.BYTES_PER_ELEMENT?new e(t):Array.prototype.slice.call(t)},isTypedArray:function(t){return ArrayBuffer.isView(t)&&!(t instanceof DataView)},getKeyframeOrder:function(t){const e=t.length,n=new Array(e);for(let t=0;t!==e;++t)n[t]=t;return n.sort((function(e,n){return t[e]-t[n]})),n},sortedArray:function(t,e,n){const i=t.length,r=new t.constructor(i);for(let s=0,a=0;a!==i;++s){const i=n[s]*e;for(let n=0;n!==e;++n)r[a++]=t[i+n]}return r},flattenJSON:function(t,e,n,i){let r=1,s=t[0];for(;void 0!==s&&void 0===s[i];)s=t[r++];if(void 0===s)return;let a=s[i];if(void 0!==a)if(Array.isArray(a))do{a=s[i],void 0!==a&&(e.push(s.time),n.push.apply(n,a)),s=t[r++]}while(void 0!==s);else if(void 0!==a.toArray)do{a=s[i],void 0!==a&&(e.push(s.time),a.toArray(n,n.length)),s=t[r++]}while(void 0!==s);else do{a=s[i],void 0!==a&&(e.push(s.time),n.push(a)),s=t[r++]}while(void 0!==s)},subclip:function(t,e,n,i,r=30){const s=t.clone();s.name=e;const a=[];for(let t=0;t<s.tracks.length;++t){const e=s.tracks[t],o=e.getValueSize(),l=[],c=[];for(let t=0;t<e.times.length;++t){const s=e.times[t]*r;if(!(s<n||s>=i)){l.push(e.times[t]);for(let n=0;n<o;++n)c.push(e.values[t*o+n])}}0!==l.length&&(e.times=Vo.convertArray(l,e.times.constructor),e.values=Vo.convertArray(c,e.values.constructor),a.push(e))}s.tracks=a;let o=1/0;for(let t=0;t<s.tracks.length;++t)o>s.tracks[t].times[0]&&(o=s.tracks[t].times[0]);for(let t=0;t<s.tracks.length;++t)s.tracks[t].shift(-1*o);return s.resetDuration(),s},makeClipAdditive:function(t,e=0,n=t,i=30){i<=0&&(i=30);const r=n.tracks.length,s=e/i;for(let e=0;e<r;++e){const i=n.tracks[e],r=i.ValueTypeName;if("bool"===r||"string"===r)continue;const a=t.tracks.find((function(t){return t.name===i.name&&t.ValueTypeName===r}));if(void 0===a)continue;let o=0;const l=i.getValueSize();i.createInterpolant.isInterpolantFactoryMethodGLTFCubicSpline&&(o=l/3);let c=0;const h=a.getValueSize();a.createInterpolant.isInterpolantFactoryMethodGLTFCubicSpline&&(c=h/3);const u=i.times.length-1;let d;if(s<=i.times[0]){const t=o,e=l-o;d=Vo.arraySlice(i.values,t,e)}else if(s>=i.times[u]){const t=u*l+o,e=t+l-o;d=Vo.arraySlice(i.values,t,e)}else{const t=i.createInterpolant(),e=o,n=l-o;t.evaluate(s),d=Vo.arraySlice(t.resultBuffer,e,n)}if("quaternion"===r){(new At).fromArray(d).normalize().conjugate().toArray(d)}const p=a.times.length;for(let t=0;t<p;++t){const e=t*h+c;if("quaternion"===r)At.multiplyQuaternionsFlat(a.values,e,d,0,a.values,e);else{const t=h-2*c;for(let n=0;n<t;++n)a.values[e+n]-=d[n]}}}return t.blendMode=q,t}};class Wo{constructor(t,e,n,i){this.parameterPositions=t,this._cachedIndex=0,this.resultBuffer=void 0!==i?i:new e.constructor(n),this.sampleValues=e,this.valueSize=n,this.settings=null,this.DefaultSettings_={}}evaluate(t){const e=this.parameterPositions;let n=this._cachedIndex,i=e[n],r=e[n-1];t:{e:{let s;n:{i:if(!(t<i)){for(let s=n+2;;){if(void 0===i){if(t<r)break i;return n=e.length,this._cachedIndex=n,this.afterEnd_(n-1,t,r)}if(n===s)break;if(r=i,i=e[++n],t<i)break e}s=e.length;break n}if(t>=r)break t;{const a=e[1];t<a&&(n=2,r=a);for(let s=n-2;;){if(void 0===r)return this._cachedIndex=0,this.beforeStart_(0,t,i);if(n===s)break;if(i=r,r=e[--n-1],t>=r)break e}s=n,n=0}}for(;n<s;){const i=n+s>>>1;t<e[i]?s=i:n=i+1}if(i=e[n],r=e[n-1],void 0===r)return this._cachedIndex=0,this.beforeStart_(0,t,i);if(void 0===i)return n=e.length,this._cachedIndex=n,this.afterEnd_(n-1,r,t)}this._cachedIndex=n,this.intervalChanged_(n,r,i)}return this.interpolate_(n,r,t,i)}getSettings_(){return this.settings||this.DefaultSettings_}copySampleValue_(t){const e=this.resultBuffer,n=this.sampleValues,i=this.valueSize,r=t*i;for(let t=0;t!==i;++t)e[t]=n[r+t];return e}interpolate_(){throw new Error("call to abstract method")}intervalChanged_(){}}Wo.prototype.beforeStart_=Wo.prototype.copySampleValue_,Wo.prototype.afterEnd_=Wo.prototype.copySampleValue_;class jo extends Wo{constructor(t,e,n,i){super(t,e,n,i),this._weightPrev=-0,this._offsetPrev=-0,this._weightNext=-0,this._offsetNext=-0,this.DefaultSettings_={endingStart:k,endingEnd:k}}intervalChanged_(t,e,n){const i=this.parameterPositions;let r=t-2,s=t+1,a=i[r],o=i[s];if(void 0===a)switch(this.getSettings_().endingStart){case V:r=t,a=2*e-n;break;case W:r=i.length-2,a=e+i[r]-i[r+1];break;default:r=t,a=n}if(void 0===o)switch(this.getSettings_().endingEnd){case V:s=t,o=2*n-e;break;case W:s=1,o=n+i[1]-i[0];break;default:s=t-1,o=e}const l=.5*(n-e),c=this.valueSize;this._weightPrev=l/(e-a),this._weightNext=l/(o-n),this._offsetPrev=r*c,this._offsetNext=s*c}interpolate_(t,e,n,i){const r=this.resultBuffer,s=this.sampleValues,a=this.valueSize,o=t*a,l=o-a,c=this._offsetPrev,h=this._offsetNext,u=this._weightPrev,d=this._weightNext,p=(n-e)/(i-e),m=p*p,f=m*p,g=-u*f+2*u*m-u*p,v=(1+u)*f+(-1.5-2*u)*m+(-.5+u)*p+1,y=(-1-d)*f+(1.5+d)*m+.5*p,x=d*f-d*m;for(let t=0;t!==a;++t)r[t]=g*s[c+t]+v*s[l+t]+y*s[o+t]+x*s[h+t];return r}}class qo extends Wo{constructor(t,e,n,i){super(t,e,n,i)}interpolate_(t,e,n,i){const r=this.resultBuffer,s=this.sampleValues,a=this.valueSize,o=t*a,l=o-a,c=(n-e)/(i-e),h=1-c;for(let t=0;t!==a;++t)r[t]=s[l+t]*h+s[o+t]*c;return r}}class Xo extends Wo{constructor(t,e,n,i){super(t,e,n,i)}interpolate_(t){return this.copySampleValue_(t-1)}}class Yo{constructor(t,e,n,i){if(void 0===t)throw new Error("THREE.KeyframeTrack: track name is undefined");if(void 0===e||0===e.length)throw new Error("THREE.KeyframeTrack: no keyframes in track named "+t);this.name=t,this.times=Vo.convertArray(e,this.TimeBufferType),this.values=Vo.convertArray(n,this.ValueBufferType),this.setInterpolation(i||this.DefaultInterpolation)}static toJSON(t){const e=t.constructor;let n;if(e.toJSON!==this.toJSON)n=e.toJSON(t);else{n={name:t.name,times:Vo.convertArray(t.times,Array),values:Vo.convertArray(t.values,Array)};const e=t.getInterpolation();e!==t.DefaultInterpolation&&(n.interpolation=e)}return n.type=t.ValueTypeName,n}InterpolantFactoryMethodDiscrete(t){return new Xo(this.times,this.values,this.getValueSize(),t)}InterpolantFactoryMethodLinear(t){return new qo(this.times,this.values,this.getValueSize(),t)}InterpolantFactoryMethodSmooth(t){return new jo(this.times,this.values,this.getValueSize(),t)}setInterpolation(t){let e;switch(t){case H:e=this.InterpolantFactoryMethodDiscrete;break;case G:e=this.InterpolantFactoryMethodLinear;break;case U:e=this.InterpolantFactoryMethodSmooth}if(void 0===e){const e="unsupported interpolation for "+this.ValueTypeName+" keyframe track named "+this.name;if(void 0===this.createInterpolant){if(t===this.DefaultInterpolation)throw new Error(e);this.setInterpolation(this.DefaultInterpolation)}return console.warn("THREE.KeyframeTrack:",e),this}return this.createInterpolant=e,this}getInterpolation(){switch(this.createInterpolant){case this.InterpolantFactoryMethodDiscrete:return H;case this.InterpolantFactoryMethodLinear:return G;case this.InterpolantFactoryMethodSmooth:return U}}getValueSize(){return this.values.length/this.times.length}shift(t){if(0!==t){const e=this.times;for(let n=0,i=e.length;n!==i;++n)e[n]+=t}return this}scale(t){if(1!==t){const e=this.times;for(let n=0,i=e.length;n!==i;++n)e[n]*=t}return this}trim(t,e){const n=this.times,i=n.length;let r=0,s=i-1;for(;r!==i&&n[r]<t;)++r;for(;-1!==s&&n[s]>e;)--s;if(++s,0!==r||s!==i){r>=s&&(s=Math.max(s,1),r=s-1);const t=this.getValueSize();this.times=Vo.arraySlice(n,r,s),this.values=Vo.arraySlice(this.values,r*t,s*t)}return this}validate(){let t=!0;const e=this.getValueSize();e-Math.floor(e)!=0&&(console.error("THREE.KeyframeTrack: Invalid value size in track.",this),t=!1);const n=this.times,i=this.values,r=n.length;0===r&&(console.error("THREE.KeyframeTrack: Track is empty.",this),t=!1);let s=null;for(let e=0;e!==r;e++){const i=n[e];if("number"==typeof i&&isNaN(i)){console.error("THREE.KeyframeTrack: Time is not a valid number.",this,e,i),t=!1;break}if(null!==s&&s>i){console.error("THREE.KeyframeTrack: Out of order keys.",this,e,i,s),t=!1;break}s=i}if(void 0!==i&&Vo.isTypedArray(i))for(let e=0,n=i.length;e!==n;++e){const n=i[e];if(isNaN(n)){console.error("THREE.KeyframeTrack: Value is not a valid number.",this,e,n),t=!1;break}}return t}optimize(){const t=Vo.arraySlice(this.times),e=Vo.arraySlice(this.values),n=this.getValueSize(),i=this.getInterpolation()===U,r=t.length-1;let s=1;for(let a=1;a<r;++a){let r=!1;const o=t[a];if(o!==t[a+1]&&(1!==a||o!==t[0]))if(i)r=!0;else{const t=a*n,i=t-n,s=t+n;for(let a=0;a!==n;++a){const n=e[t+a];if(n!==e[i+a]||n!==e[s+a]){r=!0;break}}}if(r){if(a!==s){t[s]=t[a];const i=a*n,r=s*n;for(let t=0;t!==n;++t)e[r+t]=e[i+t]}++s}}if(r>0){t[s]=t[r];for(let t=r*n,i=s*n,a=0;a!==n;++a)e[i+a]=e[t+a];++s}return s!==t.length?(this.times=Vo.arraySlice(t,0,s),this.values=Vo.arraySlice(e,0,s*n)):(this.times=t,this.values=e),this}clone(){const t=Vo.arraySlice(this.times,0),e=Vo.arraySlice(this.values,0),n=new(0,this.constructor)(this.name,t,e);return n.createInterpolant=this.createInterpolant,n}}Yo.prototype.TimeBufferType=Float32Array,Yo.prototype.ValueBufferType=Float32Array,Yo.prototype.DefaultInterpolation=G;class Zo extends Yo{}Zo.prototype.ValueTypeName="bool",Zo.prototype.ValueBufferType=Array,Zo.prototype.DefaultInterpolation=H,Zo.prototype.InterpolantFactoryMethodLinear=void 0,Zo.prototype.InterpolantFactoryMethodSmooth=void 0;class Jo extends Yo{}Jo.prototype.ValueTypeName="color";class Qo extends Yo{}Qo.prototype.ValueTypeName="number";class Ko extends Wo{constructor(t,e,n,i){super(t,e,n,i)}interpolate_(t,e,n,i){const r=this.resultBuffer,s=this.sampleValues,a=this.valueSize,o=(n-e)/(i-e);let l=t*a;for(let t=l+a;l!==t;l+=4)At.slerpFlat(r,0,s,l-a,s,l,o);return r}}class $o extends Yo{InterpolantFactoryMethodLinear(t){return new Ko(this.times,this.values,this.getValueSize(),t)}}$o.prototype.ValueTypeName="quaternion",$o.prototype.DefaultInterpolation=G,$o.prototype.InterpolantFactoryMethodSmooth=void 0;class tl extends Yo{}tl.prototype.ValueTypeName="string",tl.prototype.ValueBufferType=Array,tl.prototype.DefaultInterpolation=H,tl.prototype.InterpolantFactoryMethodLinear=void 0,tl.prototype.InterpolantFactoryMethodSmooth=void 0;class el extends Yo{}el.prototype.ValueTypeName="vector";class nl{constructor(t,e=-1,n,i=2500){this.name=t,this.tracks=n,this.duration=e,this.blendMode=i,this.uuid=ct(),this.duration<0&&this.resetDuration()}static parse(t){const e=[],n=t.tracks,i=1/(t.fps||1);for(let t=0,r=n.length;t!==r;++t)e.push(il(n[t]).scale(i));const r=new this(t.name,t.duration,e,t.blendMode);return r.uuid=t.uuid,r}static toJSON(t){const e=[],n=t.tracks,i={name:t.name,duration:t.duration,tracks:e,uuid:t.uuid,blendMode:t.blendMode};for(let t=0,i=n.length;t!==i;++t)e.push(Yo.toJSON(n[t]));return i}static CreateFromMorphTargetSequence(t,e,n,i){const r=e.length,s=[];for(let t=0;t<r;t++){let a=[],o=[];a.push((t+r-1)%r,t,(t+1)%r),o.push(0,1,0);const l=Vo.getKeyframeOrder(a);a=Vo.sortedArray(a,1,l),o=Vo.sortedArray(o,1,l),i||0!==a[0]||(a.push(r),o.push(o[0])),s.push(new Qo(".morphTargetInfluences["+e[t].name+"]",a,o).scale(1/n))}return new this(t,-1,s)}static findByName(t,e){let n=t;if(!Array.isArray(t)){const e=t;n=e.geometry&&e.geometry.animations||e.animations}for(let t=0;t<n.length;t++)if(n[t].name===e)return n[t];return null}static CreateClipsFromMorphTargetSequences(t,e,n){const i={},r=/^([\w-]*?)([\d]+)$/;for(let e=0,n=t.length;e<n;e++){const n=t[e],s=n.name.match(r);if(s&&s.length>1){const t=s[1];let e=i[t];e||(i[t]=e=[]),e.push(n)}}const s=[];for(const t in i)s.push(this.CreateFromMorphTargetSequence(t,i[t],e,n));return s}static parseAnimation(t,e){if(!t)return console.error("THREE.AnimationClip: No animation in JSONLoader data."),null;const n=function(t,e,n,i,r){if(0!==n.length){const s=[],a=[];Vo.flattenJSON(n,s,a,i),0!==s.length&&r.push(new t(e,s,a))}},i=[],r=t.name||"default",s=t.fps||30,a=t.blendMode;let o=t.length||-1;const l=t.hierarchy||[];for(let t=0;t<l.length;t++){const r=l[t].keys;if(r&&0!==r.length)if(r[0].morphTargets){const t={};let e;for(e=0;e<r.length;e++)if(r[e].morphTargets)for(let n=0;n<r[e].morphTargets.length;n++)t[r[e].morphTargets[n]]=-1;for(const n in t){const t=[],s=[];for(let i=0;i!==r[e].morphTargets.length;++i){const i=r[e];t.push(i.time),s.push(i.morphTarget===n?1:0)}i.push(new Qo(".morphTargetInfluence["+n+"]",t,s))}o=t.length*(s||1)}else{const s=".bones["+e[t].name+"]";n(el,s+".position",r,"pos",i),n($o,s+".quaternion",r,"rot",i),n(el,s+".scale",r,"scl",i)}}if(0===i.length)return null;return new this(r,o,i,a)}resetDuration(){let t=0;for(let e=0,n=this.tracks.length;e!==n;++e){const n=this.tracks[e];t=Math.max(t,n.times[n.times.length-1])}return this.duration=t,this}trim(){for(let t=0;t<this.tracks.length;t++)this.tracks[t].trim(0,this.duration);return this}validate(){let t=!0;for(let e=0;e<this.tracks.length;e++)t=t&&this.tracks[e].validate();return t}optimize(){for(let t=0;t<this.tracks.length;t++)this.tracks[t].optimize();return this}clone(){const t=[];for(let e=0;e<this.tracks.length;e++)t.push(this.tracks[e].clone());return new this.constructor(this.name,this.duration,t,this.blendMode)}toJSON(){return this.constructor.toJSON(this)}}function il(t){if(void 0===t.type)throw new Error("THREE.KeyframeTrack: track type undefined, can not parse");const e=function(t){switch(t.toLowerCase()){case"scalar":case"double":case"float":case"number":case"integer":return Qo;case"vector":case"vector2":case"vector3":case"vector4":return el;case"color":return Jo;case"quaternion":return $o;case"bool":case"boolean":return Zo;case"string":return tl}throw new Error("THREE.KeyframeTrack: Unsupported typeName: "+t)}(t.type);if(void 0===t.times){const e=[],n=[];Vo.flattenJSON(t.keys,e,n,"value"),t.times=e,t.values=n}return void 0!==e.parse?e.parse(t):new e(t.name,t.times,t.values,t.interpolation)}const rl={enabled:!1,files:{},add:function(t,e){!1!==this.enabled&&(this.files[t]=e)},get:function(t){if(!1!==this.enabled)return this.files[t]},remove:function(t){delete this.files[t]},clear:function(){this.files={}}};class sl{constructor(t,e,n){const i=this;let r,s=!1,a=0,o=0;const l=[];this.onStart=void 0,this.onLoad=t,this.onProgress=e,this.onError=n,this.itemStart=function(t){o++,!1===s&&void 0!==i.onStart&&i.onStart(t,a,o),s=!0},this.itemEnd=function(t){a++,void 0!==i.onProgress&&i.onProgress(t,a,o),a===o&&(s=!1,void 0!==i.onLoad&&i.onLoad())},this.itemError=function(t){void 0!==i.onError&&i.onError(t)},this.resolveURL=function(t){return r?r(t):t},this.setURLModifier=function(t){return r=t,this},this.addHandler=function(t,e){return l.push(t,e),this},this.removeHandler=function(t){const e=l.indexOf(t);return-1!==e&&l.splice(e,2),this},this.getHandler=function(t){for(let e=0,n=l.length;e<n;e+=2){const n=l[e],i=l[e+1];if(n.global&&(n.lastIndex=0),n.test(t))return i}return null}}}const al=new sl;class ol{constructor(t){this.manager=void 0!==t?t:al,this.crossOrigin="anonymous",this.withCredentials=!1,this.path="",this.resourcePath="",this.requestHeader={}}load(){}loadAsync(t,e){const n=this;return new Promise((function(i,r){n.load(t,i,e,r)}))}parse(){}setCrossOrigin(t){return this.crossOrigin=t,this}setWithCredentials(t){return this.withCredentials=t,this}setPath(t){return this.path=t,this}setResourcePath(t){return this.resourcePath=t,this}setRequestHeader(t){return this.requestHeader=t,this}}const ll={};class cl extends ol{constructor(t){super(t)}load(t,e,n,i){void 0===t&&(t=""),void 0!==this.path&&(t=this.path+t),t=this.manager.resolveURL(t);const r=this,s=rl.get(t);if(void 0!==s)return r.manager.itemStart(t),setTimeout((function(){e&&e(s),r.manager.itemEnd(t)}),0),s;if(void 0!==ll[t])return void ll[t].push({onLoad:e,onProgress:n,onError:i});const a=t.match(/^data:(.*?)(;base64)?,(.*)$/);let o;if(a){const n=a[1],s=!!a[2];let o=a[3];o=decodeURIComponent(o),s&&(o=atob(o));try{let i;const s=(this.responseType||"").toLowerCase();switch(s){case"arraybuffer":case"blob":const t=new Uint8Array(o.length);for(let e=0;e<o.length;e++)t[e]=o.charCodeAt(e);i="blob"===s?new Blob([t.buffer],{type:n}):t.buffer;break;case"document":const e=new DOMParser;i=e.parseFromString(o,n);break;case"json":i=JSON.parse(o);break;default:i=o}setTimeout((function(){e&&e(i),r.manager.itemEnd(t)}),0)}catch(e){setTimeout((function(){i&&i(e),r.manager.itemError(t),r.manager.itemEnd(t)}),0)}}else{ll[t]=[],ll[t].push({onLoad:e,onProgress:n,onError:i}),o=new XMLHttpRequest,o.open("GET",t,!0),o.addEventListener("load",(function(e){const n=this.response,i=ll[t];if(delete ll[t],200===this.status||0===this.status){0===this.status&&console.warn("THREE.FileLoader: HTTP Status 0 received."),rl.add(t,n);for(let t=0,e=i.length;t<e;t++){const e=i[t];e.onLoad&&e.onLoad(n)}r.manager.itemEnd(t)}else{for(let t=0,n=i.length;t<n;t++){const n=i[t];n.onError&&n.onError(e)}r.manager.itemError(t),r.manager.itemEnd(t)}}),!1),o.addEventListener("progress",(function(e){const n=ll[t];for(let t=0,i=n.length;t<i;t++){const i=n[t];i.onProgress&&i.onProgress(e)}}),!1),o.addEventListener("error",(function(e){const n=ll[t];delete ll[t];for(let t=0,i=n.length;t<i;t++){const i=n[t];i.onError&&i.onError(e)}r.manager.itemError(t),r.manager.itemEnd(t)}),!1),o.addEventListener("abort",(function(e){const n=ll[t];delete ll[t];for(let t=0,i=n.length;t<i;t++){const i=n[t];i.onError&&i.onError(e)}r.manager.itemError(t),r.manager.itemEnd(t)}),!1),void 0!==this.responseType&&(o.responseType=this.responseType),void 0!==this.withCredentials&&(o.withCredentials=this.withCredentials),o.overrideMimeType&&o.overrideMimeType(void 0!==this.mimeType?this.mimeType:"text/plain");for(const t in this.requestHeader)o.setRequestHeader(t,this.requestHeader[t]);o.send(null)}return r.manager.itemStart(t),o}setResponseType(t){return this.responseType=t,this}setMimeType(t){return this.mimeType=t,this}}class hl extends ol{constructor(t){super(t)}load(t,e,n,i){void 0!==this.path&&(t=this.path+t),t=this.manager.resolveURL(t);const r=this,s=rl.get(t);if(void 0!==s)return r.manager.itemStart(t),setTimeout((function(){e&&e(s),r.manager.itemEnd(t)}),0),s;const a=document.createElementNS("http://www.w3.org/1999/xhtml","img");function o(){a.removeEventListener("load",o,!1),a.removeEventListener("error",l,!1),rl.add(t,this),e&&e(this),r.manager.itemEnd(t)}function l(e){a.removeEventListener("load",o,!1),a.removeEventListener("error",l,!1),i&&i(e),r.manager.itemError(t),r.manager.itemEnd(t)}return a.addEventListener("load",o,!1),a.addEventListener("error",l,!1),"data:"!==t.substr(0,5)&&void 0!==this.crossOrigin&&(a.crossOrigin=this.crossOrigin),r.manager.itemStart(t),a.src=t,a}}class ul extends ol{constructor(t){super(t)}load(t,e,n,i){const r=new ei,s=new hl(this.manager);s.setCrossOrigin(this.crossOrigin),s.setPath(this.path);let a=0;function o(n){s.load(t[n],(function(t){r.images[n]=t,a++,6===a&&(r.needsUpdate=!0,e&&e(r))}),void 0,i)}for(let e=0;e<t.length;++e)o(e);return r}}class dl extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=new ii,a=new cl(this.manager);return a.setResponseType("arraybuffer"),a.setRequestHeader(this.requestHeader),a.setPath(this.path),a.setWithCredentials(r.withCredentials),a.load(t,(function(t){const n=r.parse(t);n&&(void 0!==n.image?s.image=n.image:void 0!==n.data&&(s.image.width=n.width,s.image.height=n.height,s.image.data=n.data),s.wrapS=void 0!==n.wrapS?n.wrapS:u,s.wrapT=void 0!==n.wrapT?n.wrapT:u,s.magFilter=void 0!==n.magFilter?n.magFilter:g,s.minFilter=void 0!==n.minFilter?n.minFilter:g,s.anisotropy=void 0!==n.anisotropy?n.anisotropy:1,void 0!==n.encoding&&(s.encoding=n.encoding),void 0!==n.flipY&&(s.flipY=n.flipY),void 0!==n.format&&(s.format=n.format),void 0!==n.type&&(s.type=n.type),void 0!==n.mipmaps&&(s.mipmaps=n.mipmaps,s.minFilter=y),1===n.mipmapCount&&(s.minFilter=g),void 0!==n.generateMipmaps&&(s.generateMipmaps=n.generateMipmaps),s.needsUpdate=!0,e&&e(s,n))}),n,i),s}}class pl extends ol{constructor(t){super(t)}load(t,e,n,i){const r=new bt,s=new hl(this.manager);return s.setCrossOrigin(this.crossOrigin),s.setPath(this.path),s.load(t,(function(n){r.image=n;const i=t.search(/\.jpe?g($|\?)/i)>0||0===t.search(/^data\:image\/jpeg/);r.format=i?T:E,r.needsUpdate=!0,void 0!==e&&e(r)}),n,i),r}}class ml{constructor(){this.type="Curve",this.arcLengthDivisions=200}getPoint(){return console.warn("THREE.Curve: .getPoint() not implemented."),null}getPointAt(t,e){const n=this.getUtoTmapping(t);return this.getPoint(n,e)}getPoints(t=5){const e=[];for(let n=0;n<=t;n++)e.push(this.getPoint(n/t));return e}getSpacedPoints(t=5){const e=[];for(let n=0;n<=t;n++)e.push(this.getPointAt(n/t));return e}getLength(){const t=this.getLengths();return t[t.length-1]}getLengths(t=this.arcLengthDivisions){if(this.cacheArcLengths&&this.cacheArcLengths.length===t+1&&!this.needsUpdate)return this.cacheArcLengths;this.needsUpdate=!1;const e=[];let n,i=this.getPoint(0),r=0;e.push(0);for(let s=1;s<=t;s++)n=this.getPoint(s/t),r+=n.distanceTo(i),e.push(r),i=n;return this.cacheArcLengths=e,e}updateArcLengths(){this.needsUpdate=!0,this.getLengths()}getUtoTmapping(t,e){const n=this.getLengths();let i=0;const r=n.length;let s;s=e||t*n[r-1];let a,o=0,l=r-1;for(;o<=l;)if(i=Math.floor(o+(l-o)/2),a=n[i]-s,a<0)o=i+1;else{if(!(a>0)){l=i;break}l=i-1}if(i=l,n[i]===s)return i/(r-1);const c=n[i];return(i+(s-c)/(n[i+1]-c))/(r-1)}getTangent(t,e){const n=1e-4;let i=t-n,r=t+n;i<0&&(i=0),r>1&&(r=1);const s=this.getPoint(i),a=this.getPoint(r),o=e||(s.isVector2?new vt:new Lt);return o.copy(a).sub(s).normalize(),o}getTangentAt(t,e){const n=this.getUtoTmapping(t);return this.getTangent(n,e)}computeFrenetFrames(t,e){const n=new Lt,i=[],r=[],s=[],a=new Lt,o=new se;for(let e=0;e<=t;e++){const n=e/t;i[e]=this.getTangentAt(n,new Lt),i[e].normalize()}r[0]=new Lt,s[0]=new Lt;let l=Number.MAX_VALUE;const c=Math.abs(i[0].x),h=Math.abs(i[0].y),u=Math.abs(i[0].z);c<=l&&(l=c,n.set(1,0,0)),h<=l&&(l=h,n.set(0,1,0)),u<=l&&n.set(0,0,1),a.crossVectors(i[0],n).normalize(),r[0].crossVectors(i[0],a),s[0].crossVectors(i[0],r[0]);for(let e=1;e<=t;e++){if(r[e]=r[e-1].clone(),s[e]=s[e-1].clone(),a.crossVectors(i[e-1],i[e]),a.length()>Number.EPSILON){a.normalize();const t=Math.acos(ht(i[e-1].dot(i[e]),-1,1));r[e].applyMatrix4(o.makeRotationAxis(a,t))}s[e].crossVectors(i[e],r[e])}if(!0===e){let e=Math.acos(ht(r[0].dot(r[t]),-1,1));e/=t,i[0].dot(a.crossVectors(r[0],r[t]))>0&&(e=-e);for(let n=1;n<=t;n++)r[n].applyMatrix4(o.makeRotationAxis(i[n],e*n)),s[n].crossVectors(i[n],r[n])}return{tangents:i,normals:r,binormals:s}}clone(){return(new this.constructor).copy(this)}copy(t){return this.arcLengthDivisions=t.arcLengthDivisions,this}toJSON(){const t={metadata:{version:4.5,type:"Curve",generator:"Curve.toJSON"}};return t.arcLengthDivisions=this.arcLengthDivisions,t.type=this.type,t}fromJSON(t){return this.arcLengthDivisions=t.arcLengthDivisions,this}}class fl extends ml{constructor(t=0,e=0,n=1,i=1,r=0,s=2*Math.PI,a=!1,o=0){super(),this.type="EllipseCurve",this.aX=t,this.aY=e,this.xRadius=n,this.yRadius=i,this.aStartAngle=r,this.aEndAngle=s,this.aClockwise=a,this.aRotation=o}getPoint(t,e){const n=e||new vt,i=2*Math.PI;let r=this.aEndAngle-this.aStartAngle;const s=Math.abs(r)<Number.EPSILON;for(;r<0;)r+=i;for(;r>i;)r-=i;r<Number.EPSILON&&(r=s?0:i),!0!==this.aClockwise||s||(r===i?r=-i:r-=i);const a=this.aStartAngle+t*r;let o=this.aX+this.xRadius*Math.cos(a),l=this.aY+this.yRadius*Math.sin(a);if(0!==this.aRotation){const t=Math.cos(this.aRotation),e=Math.sin(this.aRotation),n=o-this.aX,i=l-this.aY;o=n*t-i*e+this.aX,l=n*e+i*t+this.aY}return n.set(o,l)}copy(t){return super.copy(t),this.aX=t.aX,this.aY=t.aY,this.xRadius=t.xRadius,this.yRadius=t.yRadius,this.aStartAngle=t.aStartAngle,this.aEndAngle=t.aEndAngle,this.aClockwise=t.aClockwise,this.aRotation=t.aRotation,this}toJSON(){const t=super.toJSON();return t.aX=this.aX,t.aY=this.aY,t.xRadius=this.xRadius,t.yRadius=this.yRadius,t.aStartAngle=this.aStartAngle,t.aEndAngle=this.aEndAngle,t.aClockwise=this.aClockwise,t.aRotation=this.aRotation,t}fromJSON(t){return super.fromJSON(t),this.aX=t.aX,this.aY=t.aY,this.xRadius=t.xRadius,this.yRadius=t.yRadius,this.aStartAngle=t.aStartAngle,this.aEndAngle=t.aEndAngle,this.aClockwise=t.aClockwise,this.aRotation=t.aRotation,this}}fl.prototype.isEllipseCurve=!0;class gl extends fl{constructor(t,e,n,i,r,s){super(t,e,n,n,i,r,s),this.type="ArcCurve"}}function vl(){let t=0,e=0,n=0,i=0;function r(r,s,a,o){t=r,e=a,n=-3*r+3*s-2*a-o,i=2*r-2*s+a+o}return{initCatmullRom:function(t,e,n,i,s){r(e,n,s*(n-t),s*(i-e))},initNonuniformCatmullRom:function(t,e,n,i,s,a,o){let l=(e-t)/s-(n-t)/(s+a)+(n-e)/a,c=(n-e)/a-(i-e)/(a+o)+(i-n)/o;l*=a,c*=a,r(e,n,l,c)},calc:function(r){const s=r*r;return t+e*r+n*s+i*(s*r)}}}gl.prototype.isArcCurve=!0;const yl=new Lt,xl=new vl,_l=new vl,wl=new vl;class bl extends ml{constructor(t=[],e=!1,n="centripetal",i=.5){super(),this.type="CatmullRomCurve3",this.points=t,this.closed=e,this.curveType=n,this.tension=i}getPoint(t,e=new Lt){const n=e,i=this.points,r=i.length,s=(r-(this.closed?0:1))*t;let a,o,l=Math.floor(s),c=s-l;this.closed?l+=l>0?0:(Math.floor(Math.abs(l)/r)+1)*r:0===c&&l===r-1&&(l=r-2,c=1),this.closed||l>0?a=i[(l-1)%r]:(yl.subVectors(i[0],i[1]).add(i[0]),a=yl);const h=i[l%r],u=i[(l+1)%r];if(this.closed||l+2<r?o=i[(l+2)%r]:(yl.subVectors(i[r-1],i[r-2]).add(i[r-1]),o=yl),"centripetal"===this.curveType||"chordal"===this.curveType){const t="chordal"===this.curveType?.5:.25;let e=Math.pow(a.distanceToSquared(h),t),n=Math.pow(h.distanceToSquared(u),t),i=Math.pow(u.distanceToSquared(o),t);n<1e-4&&(n=1),e<1e-4&&(e=n),i<1e-4&&(i=n),xl.initNonuniformCatmullRom(a.x,h.x,u.x,o.x,e,n,i),_l.initNonuniformCatmullRom(a.y,h.y,u.y,o.y,e,n,i),wl.initNonuniformCatmullRom(a.z,h.z,u.z,o.z,e,n,i)}else"catmullrom"===this.curveType&&(xl.initCatmullRom(a.x,h.x,u.x,o.x,this.tension),_l.initCatmullRom(a.y,h.y,u.y,o.y,this.tension),wl.initCatmullRom(a.z,h.z,u.z,o.z,this.tension));return n.set(xl.calc(c),_l.calc(c),wl.calc(c)),n}copy(t){super.copy(t),this.points=[];for(let e=0,n=t.points.length;e<n;e++){const n=t.points[e];this.points.push(n.clone())}return this.closed=t.closed,this.curveType=t.curveType,this.tension=t.tension,this}toJSON(){const t=super.toJSON();t.points=[];for(let e=0,n=this.points.length;e<n;e++){const n=this.points[e];t.points.push(n.toArray())}return t.closed=this.closed,t.curveType=this.curveType,t.tension=this.tension,t}fromJSON(t){super.fromJSON(t),this.points=[];for(let e=0,n=t.points.length;e<n;e++){const n=t.points[e];this.points.push((new Lt).fromArray(n))}return this.closed=t.closed,this.curveType=t.curveType,this.tension=t.tension,this}}function Ml(t,e,n,i,r){const s=.5*(i-e),a=.5*(r-n),o=t*t;return(2*n-2*i+s+a)*(t*o)+(-3*n+3*i-2*s-a)*o+s*t+n}function Sl(t,e,n,i){return function(t,e){const n=1-t;return n*n*e}(t,e)+function(t,e){return 2*(1-t)*t*e}(t,n)+function(t,e){return t*t*e}(t,i)}function Tl(t,e,n,i,r){return function(t,e){const n=1-t;return n*n*n*e}(t,e)+function(t,e){const n=1-t;return 3*n*n*t*e}(t,n)+function(t,e){return 3*(1-t)*t*t*e}(t,i)+function(t,e){return t*t*t*e}(t,r)}bl.prototype.isCatmullRomCurve3=!0;class El extends ml{constructor(t=new vt,e=new vt,n=new vt,i=new vt){super(),this.type="CubicBezierCurve",this.v0=t,this.v1=e,this.v2=n,this.v3=i}getPoint(t,e=new vt){const n=e,i=this.v0,r=this.v1,s=this.v2,a=this.v3;return n.set(Tl(t,i.x,r.x,s.x,a.x),Tl(t,i.y,r.y,s.y,a.y)),n}copy(t){return super.copy(t),this.v0.copy(t.v0),this.v1.copy(t.v1),this.v2.copy(t.v2),this.v3.copy(t.v3),this}toJSON(){const t=super.toJSON();return t.v0=this.v0.toArray(),t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t.v3=this.v3.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v0.fromArray(t.v0),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this.v3.fromArray(t.v3),this}}El.prototype.isCubicBezierCurve=!0;class Al extends ml{constructor(t=new Lt,e=new Lt,n=new Lt,i=new Lt){super(),this.type="CubicBezierCurve3",this.v0=t,this.v1=e,this.v2=n,this.v3=i}getPoint(t,e=new Lt){const n=e,i=this.v0,r=this.v1,s=this.v2,a=this.v3;return n.set(Tl(t,i.x,r.x,s.x,a.x),Tl(t,i.y,r.y,s.y,a.y),Tl(t,i.z,r.z,s.z,a.z)),n}copy(t){return super.copy(t),this.v0.copy(t.v0),this.v1.copy(t.v1),this.v2.copy(t.v2),this.v3.copy(t.v3),this}toJSON(){const t=super.toJSON();return t.v0=this.v0.toArray(),t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t.v3=this.v3.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v0.fromArray(t.v0),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this.v3.fromArray(t.v3),this}}Al.prototype.isCubicBezierCurve3=!0;class Ll extends ml{constructor(t=new vt,e=new vt){super(),this.type="LineCurve",this.v1=t,this.v2=e}getPoint(t,e=new vt){const n=e;return 1===t?n.copy(this.v2):(n.copy(this.v2).sub(this.v1),n.multiplyScalar(t).add(this.v1)),n}getPointAt(t,e){return this.getPoint(t,e)}getTangent(t,e){const n=e||new vt;return n.copy(this.v2).sub(this.v1).normalize(),n}copy(t){return super.copy(t),this.v1.copy(t.v1),this.v2.copy(t.v2),this}toJSON(){const t=super.toJSON();return t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this}}Ll.prototype.isLineCurve=!0;class Rl extends ml{constructor(t=new Lt,e=new Lt){super(),this.type="LineCurve3",this.isLineCurve3=!0,this.v1=t,this.v2=e}getPoint(t,e=new Lt){const n=e;return 1===t?n.copy(this.v2):(n.copy(this.v2).sub(this.v1),n.multiplyScalar(t).add(this.v1)),n}getPointAt(t,e){return this.getPoint(t,e)}copy(t){return super.copy(t),this.v1.copy(t.v1),this.v2.copy(t.v2),this}toJSON(){const t=super.toJSON();return t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this}}class Cl extends ml{constructor(t=new vt,e=new vt,n=new vt){super(),this.type="QuadraticBezierCurve",this.v0=t,this.v1=e,this.v2=n}getPoint(t,e=new vt){const n=e,i=this.v0,r=this.v1,s=this.v2;return n.set(Sl(t,i.x,r.x,s.x),Sl(t,i.y,r.y,s.y)),n}copy(t){return super.copy(t),this.v0.copy(t.v0),this.v1.copy(t.v1),this.v2.copy(t.v2),this}toJSON(){const t=super.toJSON();return t.v0=this.v0.toArray(),t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v0.fromArray(t.v0),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this}}Cl.prototype.isQuadraticBezierCurve=!0;class Pl extends ml{constructor(t=new Lt,e=new Lt,n=new Lt){super(),this.type="QuadraticBezierCurve3",this.v0=t,this.v1=e,this.v2=n}getPoint(t,e=new Lt){const n=e,i=this.v0,r=this.v1,s=this.v2;return n.set(Sl(t,i.x,r.x,s.x),Sl(t,i.y,r.y,s.y),Sl(t,i.z,r.z,s.z)),n}copy(t){return super.copy(t),this.v0.copy(t.v0),this.v1.copy(t.v1),this.v2.copy(t.v2),this}toJSON(){const t=super.toJSON();return t.v0=this.v0.toArray(),t.v1=this.v1.toArray(),t.v2=this.v2.toArray(),t}fromJSON(t){return super.fromJSON(t),this.v0.fromArray(t.v0),this.v1.fromArray(t.v1),this.v2.fromArray(t.v2),this}}Pl.prototype.isQuadraticBezierCurve3=!0;class Dl extends ml{constructor(t=[]){super(),this.type="SplineCurve",this.points=t}getPoint(t,e=new vt){const n=e,i=this.points,r=(i.length-1)*t,s=Math.floor(r),a=r-s,o=i[0===s?s:s-1],l=i[s],c=i[s>i.length-2?i.length-1:s+1],h=i[s>i.length-3?i.length-1:s+2];return n.set(Ml(a,o.x,l.x,c.x,h.x),Ml(a,o.y,l.y,c.y,h.y)),n}copy(t){super.copy(t),this.points=[];for(let e=0,n=t.points.length;e<n;e++){const n=t.points[e];this.points.push(n.clone())}return this}toJSON(){const t=super.toJSON();t.points=[];for(let e=0,n=this.points.length;e<n;e++){const n=this.points[e];t.points.push(n.toArray())}return t}fromJSON(t){super.fromJSON(t),this.points=[];for(let e=0,n=t.points.length;e<n;e++){const n=t.points[e];this.points.push((new vt).fromArray(n))}return this}}Dl.prototype.isSplineCurve=!0;var Il=Object.freeze({__proto__:null,ArcCurve:gl,CatmullRomCurve3:bl,CubicBezierCurve:El,CubicBezierCurve3:Al,EllipseCurve:fl,LineCurve:Ll,LineCurve3:Rl,QuadraticBezierCurve:Cl,QuadraticBezierCurve3:Pl,SplineCurve:Dl});class Nl extends ml{constructor(){super(),this.type="CurvePath",this.curves=[],this.autoClose=!1}add(t){this.curves.push(t)}closePath(){const t=this.curves[0].getPoint(0),e=this.curves[this.curves.length-1].getPoint(1);t.equals(e)||this.curves.push(new Ll(e,t))}getPoint(t){const e=t*this.getLength(),n=this.getCurveLengths();let i=0;for(;i<n.length;){if(n[i]>=e){const t=n[i]-e,r=this.curves[i],s=r.getLength(),a=0===s?0:1-t/s;return r.getPointAt(a)}i++}return null}getLength(){const t=this.getCurveLengths();return t[t.length-1]}updateArcLengths(){this.needsUpdate=!0,this.cacheLengths=null,this.getCurveLengths()}getCurveLengths(){if(this.cacheLengths&&this.cacheLengths.length===this.curves.length)return this.cacheLengths;const t=[];let e=0;for(let n=0,i=this.curves.length;n<i;n++)e+=this.curves[n].getLength(),t.push(e);return this.cacheLengths=t,t}getSpacedPoints(t=40){const e=[];for(let n=0;n<=t;n++)e.push(this.getPoint(n/t));return this.autoClose&&e.push(e[0]),e}getPoints(t=12){const e=[];let n;for(let i=0,r=this.curves;i<r.length;i++){const s=r[i],a=s&&s.isEllipseCurve?2*t:s&&(s.isLineCurve||s.isLineCurve3)?1:s&&s.isSplineCurve?t*s.points.length:t,o=s.getPoints(a);for(let t=0;t<o.length;t++){const i=o[t];n&&n.equals(i)||(e.push(i),n=i)}}return this.autoClose&&e.length>1&&!e[e.length-1].equals(e[0])&&e.push(e[0]),e}copy(t){super.copy(t),this.curves=[];for(let e=0,n=t.curves.length;e<n;e++){const n=t.curves[e];this.curves.push(n.clone())}return this.autoClose=t.autoClose,this}toJSON(){const t=super.toJSON();t.autoClose=this.autoClose,t.curves=[];for(let e=0,n=this.curves.length;e<n;e++){const n=this.curves[e];t.curves.push(n.toJSON())}return t}fromJSON(t){super.fromJSON(t),this.autoClose=t.autoClose,this.curves=[];for(let e=0,n=t.curves.length;e<n;e++){const n=t.curves[e];this.curves.push((new Il[n.type]).fromJSON(n))}return this}}class Bl extends Nl{constructor(t){super(),this.type="Path",this.currentPoint=new vt,t&&this.setFromPoints(t)}setFromPoints(t){this.moveTo(t[0].x,t[0].y);for(let e=1,n=t.length;e<n;e++)this.lineTo(t[e].x,t[e].y);return this}moveTo(t,e){return this.currentPoint.set(t,e),this}lineTo(t,e){const n=new Ll(this.currentPoint.clone(),new vt(t,e));return this.curves.push(n),this.currentPoint.set(t,e),this}quadraticCurveTo(t,e,n,i){const r=new Cl(this.currentPoint.clone(),new vt(t,e),new vt(n,i));return this.curves.push(r),this.currentPoint.set(n,i),this}bezierCurveTo(t,e,n,i,r,s){const a=new El(this.currentPoint.clone(),new vt(t,e),new vt(n,i),new vt(r,s));return this.curves.push(a),this.currentPoint.set(r,s),this}splineThru(t){const e=[this.currentPoint.clone()].concat(t),n=new Dl(e);return this.curves.push(n),this.currentPoint.copy(t[t.length-1]),this}arc(t,e,n,i,r,s){const a=this.currentPoint.x,o=this.currentPoint.y;return this.absarc(t+a,e+o,n,i,r,s),this}absarc(t,e,n,i,r,s){return this.absellipse(t,e,n,n,i,r,s),this}ellipse(t,e,n,i,r,s,a,o){const l=this.currentPoint.x,c=this.currentPoint.y;return this.absellipse(t+l,e+c,n,i,r,s,a,o),this}absellipse(t,e,n,i,r,s,a,o){const l=new fl(t,e,n,i,r,s,a,o);if(this.curves.length>0){const t=l.getPoint(0);t.equals(this.currentPoint)||this.lineTo(t.x,t.y)}this.curves.push(l);const c=l.getPoint(1);return this.currentPoint.copy(c),this}copy(t){return super.copy(t),this.currentPoint.copy(t.currentPoint),this}toJSON(){const t=super.toJSON();return t.currentPoint=this.currentPoint.toArray(),t}fromJSON(t){return super.fromJSON(t),this.currentPoint.fromArray(t.currentPoint),this}}class zl extends Bl{constructor(t){super(t),this.uuid=ct(),this.type="Shape",this.holes=[]}getPointsHoles(t){const e=[];for(let n=0,i=this.holes.length;n<i;n++)e[n]=this.holes[n].getPoints(t);return e}extractPoints(t){return{shape:this.getPoints(t),holes:this.getPointsHoles(t)}}copy(t){super.copy(t),this.holes=[];for(let e=0,n=t.holes.length;e<n;e++){const n=t.holes[e];this.holes.push(n.clone())}return this}toJSON(){const t=super.toJSON();t.uuid=this.uuid,t.holes=[];for(let e=0,n=this.holes.length;e<n;e++){const n=this.holes[e];t.holes.push(n.toJSON())}return t}fromJSON(t){super.fromJSON(t),this.uuid=t.uuid,this.holes=[];for(let e=0,n=t.holes.length;e<n;e++){const n=t.holes[e];this.holes.push((new Bl).fromJSON(n))}return this}}class Fl extends Ce{constructor(t,e=1){super(),this.type="Light",this.color=new tn(t),this.intensity=e}dispose(){}copy(t){return super.copy(t),this.color.copy(t.color),this.intensity=t.intensity,this}toJSON(t){const e=super.toJSON(t);return e.object.color=this.color.getHex(),e.object.intensity=this.intensity,void 0!==this.groundColor&&(e.object.groundColor=this.groundColor.getHex()),void 0!==this.distance&&(e.object.distance=this.distance),void 0!==this.angle&&(e.object.angle=this.angle),void 0!==this.decay&&(e.object.decay=this.decay),void 0!==this.penumbra&&(e.object.penumbra=this.penumbra),void 0!==this.shadow&&(e.object.shadow=this.shadow.toJSON()),e}}Fl.prototype.isLight=!0;class Ol extends Fl{constructor(t,e,n){super(t,n),this.type="HemisphereLight",this.position.copy(Ce.DefaultUp),this.updateMatrix(),this.groundColor=new tn(e)}copy(t){return Fl.prototype.copy.call(this,t),this.groundColor.copy(t.groundColor),this}}Ol.prototype.isHemisphereLight=!0;const Hl=new se,Gl=new Lt,Ul=new Lt;class kl{constructor(t){this.camera=t,this.bias=0,this.normalBias=0,this.radius=1,this.mapSize=new vt(512,512),this.map=null,this.mapPass=null,this.matrix=new se,this.autoUpdate=!0,this.needsUpdate=!1,this._frustum=new ai,this._frameExtents=new vt(1,1),this._viewportCount=1,this._viewports=[new St(0,0,1,1)]}getViewportCount(){return this._viewportCount}getFrustum(){return this._frustum}updateMatrices(t){const e=this.camera,n=this.matrix;Gl.setFromMatrixPosition(t.matrixWorld),e.position.copy(Gl),Ul.setFromMatrixPosition(t.target.matrixWorld),e.lookAt(Ul),e.updateMatrixWorld(),Hl.multiplyMatrices(e.projectionMatrix,e.matrixWorldInverse),this._frustum.setFromProjectionMatrix(Hl),n.set(.5,0,0,.5,0,.5,0,.5,0,0,.5,.5,0,0,0,1),n.multiply(e.projectionMatrix),n.multiply(e.matrixWorldInverse)}getViewport(t){return this._viewports[t]}getFrameExtents(){return this._frameExtents}dispose(){this.map&&this.map.dispose(),this.mapPass&&this.mapPass.dispose()}copy(t){return this.camera=t.camera.clone(),this.bias=t.bias,this.radius=t.radius,this.mapSize.copy(t.mapSize),this}clone(){return(new this.constructor).copy(this)}toJSON(){const t={};return 0!==this.bias&&(t.bias=this.bias),0!==this.normalBias&&(t.normalBias=this.normalBias),1!==this.radius&&(t.radius=this.radius),512===this.mapSize.x&&512===this.mapSize.y||(t.mapSize=this.mapSize.toArray()),t.camera=this.camera.toJSON(!1).object,delete t.camera.matrix,t}}class Vl extends kl{constructor(){super(new Kn(50,1,.5,500)),this.focus=1}updateMatrices(t){const e=this.camera,n=2*lt*t.angle*this.focus,i=this.mapSize.width/this.mapSize.height,r=t.distance||e.far;n===e.fov&&i===e.aspect&&r===e.far||(e.fov=n,e.aspect=i,e.far=r,e.updateProjectionMatrix()),super.updateMatrices(t)}copy(t){return super.copy(t),this.focus=t.focus,this}}Vl.prototype.isSpotLightShadow=!0;class Wl extends Fl{constructor(t,e,n=0,i=Math.PI/3,r=0,s=1){super(t,e),this.type="SpotLight",this.position.copy(Ce.DefaultUp),this.updateMatrix(),this.target=new Ce,this.distance=n,this.angle=i,this.penumbra=r,this.decay=s,this.shadow=new Vl}get power(){return this.intensity*Math.PI}set power(t){this.intensity=t/Math.PI}dispose(){this.shadow.dispose()}copy(t){return super.copy(t),this.distance=t.distance,this.angle=t.angle,this.penumbra=t.penumbra,this.decay=t.decay,this.target=t.target.clone(),this.shadow=t.shadow.clone(),this}}Wl.prototype.isSpotLight=!0;const jl=new se,ql=new Lt,Xl=new Lt;class Yl extends kl{constructor(){super(new Kn(90,1,.5,500)),this._frameExtents=new vt(4,2),this._viewportCount=6,this._viewports=[new St(2,1,1,1),new St(0,1,1,1),new St(3,1,1,1),new St(1,1,1,1),new St(3,0,1,1),new St(1,0,1,1)],this._cubeDirections=[new Lt(1,0,0),new Lt(-1,0,0),new Lt(0,0,1),new Lt(0,0,-1),new Lt(0,1,0),new Lt(0,-1,0)],this._cubeUps=[new Lt(0,1,0),new Lt(0,1,0),new Lt(0,1,0),new Lt(0,1,0),new Lt(0,0,1),new Lt(0,0,-1)]}updateMatrices(t,e=0){const n=this.camera,i=this.matrix,r=t.distance||n.far;r!==n.far&&(n.far=r,n.updateProjectionMatrix()),ql.setFromMatrixPosition(t.matrixWorld),n.position.copy(ql),Xl.copy(n.position),Xl.add(this._cubeDirections[e]),n.up.copy(this._cubeUps[e]),n.lookAt(Xl),n.updateMatrixWorld(),i.makeTranslation(-ql.x,-ql.y,-ql.z),jl.multiplyMatrices(n.projectionMatrix,n.matrixWorldInverse),this._frustum.setFromProjectionMatrix(jl)}}Yl.prototype.isPointLightShadow=!0;class Zl extends Fl{constructor(t,e,n=0,i=1){super(t,e),this.type="PointLight",this.distance=n,this.decay=i,this.shadow=new Yl}get power(){return 4*this.intensity*Math.PI}set power(t){this.intensity=t/(4*Math.PI)}dispose(){this.shadow.dispose()}copy(t){return super.copy(t),this.distance=t.distance,this.decay=t.decay,this.shadow=t.shadow.clone(),this}}Zl.prototype.isPointLight=!0;class Jl extends Qn{constructor(t=-1,e=1,n=1,i=-1,r=.1,s=2e3){super(),this.type="OrthographicCamera",this.zoom=1,this.view=null,this.left=t,this.right=e,this.top=n,this.bottom=i,this.near=r,this.far=s,this.updateProjectionMatrix()}copy(t,e){return super.copy(t,e),this.left=t.left,this.right=t.right,this.top=t.top,this.bottom=t.bottom,this.near=t.near,this.far=t.far,this.zoom=t.zoom,this.view=null===t.view?null:Object.assign({},t.view),this}setViewOffset(t,e,n,i,r,s){null===this.view&&(this.view={enabled:!0,fullWidth:1,fullHeight:1,offsetX:0,offsetY:0,width:1,height:1}),this.view.enabled=!0,this.view.fullWidth=t,this.view.fullHeight=e,this.view.offsetX=n,this.view.offsetY=i,this.view.width=r,this.view.height=s,this.updateProjectionMatrix()}clearViewOffset(){null!==this.view&&(this.view.enabled=!1),this.updateProjectionMatrix()}updateProjectionMatrix(){const t=(this.right-this.left)/(2*this.zoom),e=(this.top-this.bottom)/(2*this.zoom),n=(this.right+this.left)/2,i=(this.top+this.bottom)/2;let r=n-t,s=n+t,a=i+e,o=i-e;if(null!==this.view&&this.view.enabled){const t=(this.right-this.left)/this.view.fullWidth/this.zoom,e=(this.top-this.bottom)/this.view.fullHeight/this.zoom;r+=t*this.view.offsetX,s=r+t*this.view.width,a-=e*this.view.offsetY,o=a-e*this.view.height}this.projectionMatrix.makeOrthographic(r,s,a,o,this.near,this.far),this.projectionMatrixInverse.copy(this.projectionMatrix).invert()}toJSON(t){const e=super.toJSON(t);return e.object.zoom=this.zoom,e.object.left=this.left,e.object.right=this.right,e.object.top=this.top,e.object.bottom=this.bottom,e.object.near=this.near,e.object.far=this.far,null!==this.view&&(e.object.view=Object.assign({},this.view)),e}}Jl.prototype.isOrthographicCamera=!0;class Ql extends kl{constructor(){super(new Jl(-5,5,5,-5,.5,500))}}Ql.prototype.isDirectionalLightShadow=!0;class Kl extends Fl{constructor(t,e){super(t,e),this.type="DirectionalLight",this.position.copy(Ce.DefaultUp),this.updateMatrix(),this.target=new Ce,this.shadow=new Ql}dispose(){this.shadow.dispose()}copy(t){return super.copy(t),this.target=t.target.clone(),this.shadow=t.shadow.clone(),this}}Kl.prototype.isDirectionalLight=!0;class $l extends Fl{constructor(t,e){super(t,e),this.type="AmbientLight"}}$l.prototype.isAmbientLight=!0;class tc extends Fl{constructor(t,e,n=10,i=10){super(t,e),this.type="RectAreaLight",this.width=n,this.height=i}copy(t){return super.copy(t),this.width=t.width,this.height=t.height,this}toJSON(t){const e=super.toJSON(t);return e.object.width=this.width,e.object.height=this.height,e}}tc.prototype.isRectAreaLight=!0;class ec{constructor(){this.coefficients=[];for(let t=0;t<9;t++)this.coefficients.push(new Lt)}set(t){for(let e=0;e<9;e++)this.coefficients[e].copy(t[e]);return this}zero(){for(let t=0;t<9;t++)this.coefficients[t].set(0,0,0);return this}getAt(t,e){const n=t.x,i=t.y,r=t.z,s=this.coefficients;return e.copy(s[0]).multiplyScalar(.282095),e.addScaledVector(s[1],.488603*i),e.addScaledVector(s[2],.488603*r),e.addScaledVector(s[3],.488603*n),e.addScaledVector(s[4],n*i*1.092548),e.addScaledVector(s[5],i*r*1.092548),e.addScaledVector(s[6],.315392*(3*r*r-1)),e.addScaledVector(s[7],n*r*1.092548),e.addScaledVector(s[8],.546274*(n*n-i*i)),e}getIrradianceAt(t,e){const n=t.x,i=t.y,r=t.z,s=this.coefficients;return e.copy(s[0]).multiplyScalar(.886227),e.addScaledVector(s[1],1.023328*i),e.addScaledVector(s[2],1.023328*r),e.addScaledVector(s[3],1.023328*n),e.addScaledVector(s[4],.858086*n*i),e.addScaledVector(s[5],.858086*i*r),e.addScaledVector(s[6],.743125*r*r-.247708),e.addScaledVector(s[7],.858086*n*r),e.addScaledVector(s[8],.429043*(n*n-i*i)),e}add(t){for(let e=0;e<9;e++)this.coefficients[e].add(t.coefficients[e]);return this}addScaledSH(t,e){for(let n=0;n<9;n++)this.coefficients[n].addScaledVector(t.coefficients[n],e);return this}scale(t){for(let e=0;e<9;e++)this.coefficients[e].multiplyScalar(t);return this}lerp(t,e){for(let n=0;n<9;n++)this.coefficients[n].lerp(t.coefficients[n],e);return this}equals(t){for(let e=0;e<9;e++)if(!this.coefficients[e].equals(t.coefficients[e]))return!1;return!0}copy(t){return this.set(t.coefficients)}clone(){return(new this.constructor).copy(this)}fromArray(t,e=0){const n=this.coefficients;for(let i=0;i<9;i++)n[i].fromArray(t,e+3*i);return this}toArray(t=[],e=0){const n=this.coefficients;for(let i=0;i<9;i++)n[i].toArray(t,e+3*i);return t}static getBasisAt(t,e){const n=t.x,i=t.y,r=t.z;e[0]=.282095,e[1]=.488603*i,e[2]=.488603*r,e[3]=.488603*n,e[4]=1.092548*n*i,e[5]=1.092548*i*r,e[6]=.315392*(3*r*r-1),e[7]=1.092548*n*r,e[8]=.546274*(n*n-i*i)}}ec.prototype.isSphericalHarmonics3=!0;class nc extends Fl{constructor(t=new ec,e=1){super(void 0,e),this.sh=t}copy(t){return super.copy(t),this.sh.copy(t.sh),this}fromJSON(t){return this.intensity=t.intensity,this.sh.fromArray(t.sh),this}toJSON(t){const e=super.toJSON(t);return e.object.sh=this.sh.toArray(),e}}nc.prototype.isLightProbe=!0;class ic extends ol{constructor(t){super(t),this.textures={}}load(t,e,n,i){const r=this,s=new cl(r.manager);s.setPath(r.path),s.setRequestHeader(r.requestHeader),s.setWithCredentials(r.withCredentials),s.load(t,(function(n){try{e(r.parse(JSON.parse(n)))}catch(e){i?i(e):console.error(e),r.manager.itemError(t)}}),n,i)}parse(t){const e=this.textures;function n(t){return void 0===e[t]&&console.warn("THREE.MaterialLoader: Undefined texture",t),e[t]}const i=new ko[t.type];if(void 0!==t.uuid&&(i.uuid=t.uuid),void 0!==t.name&&(i.name=t.name),void 0!==t.color&&void 0!==i.color&&i.color.setHex(t.color),void 0!==t.roughness&&(i.roughness=t.roughness),void 0!==t.metalness&&(i.metalness=t.metalness),void 0!==t.sheen&&(i.sheen=(new tn).setHex(t.sheen)),void 0!==t.emissive&&void 0!==i.emissive&&i.emissive.setHex(t.emissive),void 0!==t.specular&&void 0!==i.specular&&i.specular.setHex(t.specular),void 0!==t.shininess&&(i.shininess=t.shininess),void 0!==t.clearcoat&&(i.clearcoat=t.clearcoat),void 0!==t.clearcoatRoughness&&(i.clearcoatRoughness=t.clearcoatRoughness),void 0!==t.fog&&(i.fog=t.fog),void 0!==t.flatShading&&(i.flatShading=t.flatShading),void 0!==t.blending&&(i.blending=t.blending),void 0!==t.combine&&(i.combine=t.combine),void 0!==t.side&&(i.side=t.side),void 0!==t.shadowSide&&(i.shadowSide=t.shadowSide),void 0!==t.opacity&&(i.opacity=t.opacity),void 0!==t.transparent&&(i.transparent=t.transparent),void 0!==t.alphaTest&&(i.alphaTest=t.alphaTest),void 0!==t.depthTest&&(i.depthTest=t.depthTest),void 0!==t.depthWrite&&(i.depthWrite=t.depthWrite),void 0!==t.colorWrite&&(i.colorWrite=t.colorWrite),void 0!==t.stencilWrite&&(i.stencilWrite=t.stencilWrite),void 0!==t.stencilWriteMask&&(i.stencilWriteMask=t.stencilWriteMask),void 0!==t.stencilFunc&&(i.stencilFunc=t.stencilFunc),void 0!==t.stencilRef&&(i.stencilRef=t.stencilRef),void 0!==t.stencilFuncMask&&(i.stencilFuncMask=t.stencilFuncMask),void 0!==t.stencilFail&&(i.stencilFail=t.stencilFail),void 0!==t.stencilZFail&&(i.stencilZFail=t.stencilZFail),void 0!==t.stencilZPass&&(i.stencilZPass=t.stencilZPass),void 0!==t.wireframe&&(i.wireframe=t.wireframe),void 0!==t.wireframeLinewidth&&(i.wireframeLinewidth=t.wireframeLinewidth),void 0!==t.wireframeLinecap&&(i.wireframeLinecap=t.wireframeLinecap),void 0!==t.wireframeLinejoin&&(i.wireframeLinejoin=t.wireframeLinejoin),void 0!==t.rotation&&(i.rotation=t.rotation),1!==t.linewidth&&(i.linewidth=t.linewidth),void 0!==t.dashSize&&(i.dashSize=t.dashSize),void 0!==t.gapSize&&(i.gapSize=t.gapSize),void 0!==t.scale&&(i.scale=t.scale),void 0!==t.polygonOffset&&(i.polygonOffset=t.polygonOffset),void 0!==t.polygonOffsetFactor&&(i.polygonOffsetFactor=t.polygonOffsetFactor),void 0!==t.polygonOffsetUnits&&(i.polygonOffsetUnits=t.polygonOffsetUnits),void 0!==t.skinning&&(i.skinning=t.skinning),void 0!==t.morphTargets&&(i.morphTargets=t.morphTargets),void 0!==t.morphNormals&&(i.morphNormals=t.morphNormals),void 0!==t.dithering&&(i.dithering=t.dithering),void 0!==t.alphaToCoverage&&(i.alphaToCoverage=t.alphaToCoverage),void 0!==t.premultipliedAlpha&&(i.premultipliedAlpha=t.premultipliedAlpha),void 0!==t.vertexTangents&&(i.vertexTangents=t.vertexTangents),void 0!==t.visible&&(i.visible=t.visible),void 0!==t.toneMapped&&(i.toneMapped=t.toneMapped),void 0!==t.userData&&(i.userData=t.userData),void 0!==t.vertexColors&&("number"==typeof t.vertexColors?i.vertexColors=t.vertexColors>0:i.vertexColors=t.vertexColors),void 0!==t.uniforms)for(const e in t.uniforms){const r=t.uniforms[e];switch(i.uniforms[e]={},r.type){case"t":i.uniforms[e].value=n(r.value);break;case"c":i.uniforms[e].value=(new tn).setHex(r.value);break;case"v2":i.uniforms[e].value=(new vt).fromArray(r.value);break;case"v3":i.uniforms[e].value=(new Lt).fromArray(r.value);break;case"v4":i.uniforms[e].value=(new St).fromArray(r.value);break;case"m3":i.uniforms[e].value=(new yt).fromArray(r.value);break;case"m4":i.uniforms[e].value=(new se).fromArray(r.value);break;default:i.uniforms[e].value=r.value}}if(void 0!==t.defines&&(i.defines=t.defines),void 0!==t.vertexShader&&(i.vertexShader=t.vertexShader),void 0!==t.fragmentShader&&(i.fragmentShader=t.fragmentShader),void 0!==t.extensions)for(const e in t.extensions)i.extensions[e]=t.extensions[e];if(void 0!==t.shading&&(i.flatShading=1===t.shading),void 0!==t.size&&(i.size=t.size),void 0!==t.sizeAttenuation&&(i.sizeAttenuation=t.sizeAttenuation),void 0!==t.map&&(i.map=n(t.map)),void 0!==t.matcap&&(i.matcap=n(t.matcap)),void 0!==t.alphaMap&&(i.alphaMap=n(t.alphaMap)),void 0!==t.bumpMap&&(i.bumpMap=n(t.bumpMap)),void 0!==t.bumpScale&&(i.bumpScale=t.bumpScale),void 0!==t.normalMap&&(i.normalMap=n(t.normalMap)),void 0!==t.normalMapType&&(i.normalMapType=t.normalMapType),void 0!==t.normalScale){let e=t.normalScale;!1===Array.isArray(e)&&(e=[e,e]),i.normalScale=(new vt).fromArray(e)}return void 0!==t.displacementMap&&(i.displacementMap=n(t.displacementMap)),void 0!==t.displacementScale&&(i.displacementScale=t.displacementScale),void 0!==t.displacementBias&&(i.displacementBias=t.displacementBias),void 0!==t.roughnessMap&&(i.roughnessMap=n(t.roughnessMap)),void 0!==t.metalnessMap&&(i.metalnessMap=n(t.metalnessMap)),void 0!==t.emissiveMap&&(i.emissiveMap=n(t.emissiveMap)),void 0!==t.emissiveIntensity&&(i.emissiveIntensity=t.emissiveIntensity),void 0!==t.specularMap&&(i.specularMap=n(t.specularMap)),void 0!==t.envMap&&(i.envMap=n(t.envMap)),void 0!==t.envMapIntensity&&(i.envMapIntensity=t.envMapIntensity),void 0!==t.reflectivity&&(i.reflectivity=t.reflectivity),void 0!==t.refractionRatio&&(i.refractionRatio=t.refractionRatio),void 0!==t.lightMap&&(i.lightMap=n(t.lightMap)),void 0!==t.lightMapIntensity&&(i.lightMapIntensity=t.lightMapIntensity),void 0!==t.aoMap&&(i.aoMap=n(t.aoMap)),void 0!==t.aoMapIntensity&&(i.aoMapIntensity=t.aoMapIntensity),void 0!==t.gradientMap&&(i.gradientMap=n(t.gradientMap)),void 0!==t.clearcoatMap&&(i.clearcoatMap=n(t.clearcoatMap)),void 0!==t.clearcoatRoughnessMap&&(i.clearcoatRoughnessMap=n(t.clearcoatRoughnessMap)),void 0!==t.clearcoatNormalMap&&(i.clearcoatNormalMap=n(t.clearcoatNormalMap)),void 0!==t.clearcoatNormalScale&&(i.clearcoatNormalScale=(new vt).fromArray(t.clearcoatNormalScale)),void 0!==t.transmission&&(i.transmission=t.transmission),void 0!==t.transmissionMap&&(i.transmissionMap=n(t.transmissionMap)),i}setTextures(t){return this.textures=t,this}}class rc{static decodeText(t){if("undefined"!=typeof TextDecoder)return(new TextDecoder).decode(t);let e="";for(let n=0,i=t.length;n<i;n++)e+=String.fromCharCode(t[n]);try{return decodeURIComponent(escape(e))}catch(t){return e}}static extractUrlBase(t){const e=t.lastIndexOf("/");return-1===e?"./":t.substr(0,e+1)}}class sc extends En{constructor(){super(),this.type="InstancedBufferGeometry",this.instanceCount=1/0}copy(t){return super.copy(t),this.instanceCount=t.instanceCount,this}clone(){return(new this.constructor).copy(this)}toJSON(){const t=super.toJSON(this);return t.instanceCount=this.instanceCount,t.isInstancedBufferGeometry=!0,t}}sc.prototype.isInstancedBufferGeometry=!0;class ac extends sn{constructor(t,e,n,i){"number"==typeof n&&(i=n,n=!1,console.error("THREE.InstancedBufferAttribute: The constructor now expects normalized as the third argument.")),super(t,e,n),this.meshPerAttribute=i||1}copy(t){return super.copy(t),this.meshPerAttribute=t.meshPerAttribute,this}toJSON(){const t=super.toJSON();return t.meshPerAttribute=this.meshPerAttribute,t.isInstancedBufferAttribute=!0,t}}ac.prototype.isInstancedBufferAttribute=!0;class oc extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=new cl(r.manager);s.setPath(r.path),s.setRequestHeader(r.requestHeader),s.setWithCredentials(r.withCredentials),s.load(t,(function(n){try{e(r.parse(JSON.parse(n)))}catch(e){i?i(e):console.error(e),r.manager.itemError(t)}}),n,i)}parse(t){const e={},n={};function i(t,i){if(void 0!==e[i])return e[i];const r=t.interleavedBuffers[i],s=function(t,e){if(void 0!==n[e])return n[e];const i=t.arrayBuffers[e],r=new Uint32Array(i).buffer;return n[e]=r,r}(t,r.buffer),a=yn(r.type,s),o=new Es(a,r.stride);return o.uuid=r.uuid,e[i]=o,o}const r=t.isInstancedBufferGeometry?new sc:new En,s=t.data.index;if(void 0!==s){const t=yn(s.type,s.array);r.setIndex(new sn(t,1))}const a=t.data.attributes;for(const e in a){const n=a[e];let s;if(n.isInterleavedBufferAttribute){const e=i(t.data,n.data);s=new Ls(e,n.itemSize,n.offset,n.normalized)}else{const t=yn(n.type,n.array);s=new(n.isInstancedBufferAttribute?ac:sn)(t,n.itemSize,n.normalized)}void 0!==n.name&&(s.name=n.name),void 0!==n.usage&&s.setUsage(n.usage),void 0!==n.updateRange&&(s.updateRange.offset=n.updateRange.offset,s.updateRange.count=n.updateRange.count),r.setAttribute(e,s)}const o=t.data.morphAttributes;if(o)for(const e in o){const n=o[e],s=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];let a;if(r.isInterleavedBufferAttribute){const e=i(t.data,r.data);a=new Ls(e,r.itemSize,r.offset,r.normalized)}else{const t=yn(r.type,r.array);a=new sn(t,r.itemSize,r.normalized)}void 0!==r.name&&(a.name=r.name),s.push(a)}r.morphAttributes[e]=s}t.data.morphTargetsRelative&&(r.morphTargetsRelative=!0);const l=t.data.groups||t.data.drawcalls||t.data.offsets;if(void 0!==l)for(let t=0,e=l.length;t!==e;++t){const e=l[t];r.addGroup(e.start,e.count,e.materialIndex)}const c=t.data.boundingSphere;if(void 0!==c){const t=new Lt;void 0!==c.center&&t.fromArray(c.center),r.boundingSphere=new Jt(t,c.radius)}return t.name&&(r.name=t.name),t.userData&&(r.userData=t.userData),r}}const lc={UVMapping:i,CubeReflectionMapping:r,CubeRefractionMapping:s,EquirectangularReflectionMapping:a,EquirectangularRefractionMapping:o,CubeUVReflectionMapping:l,CubeUVRefractionMapping:c},cc={RepeatWrapping:h,ClampToEdgeWrapping:u,MirroredRepeatWrapping:d},hc={NearestFilter:p,NearestMipmapNearestFilter:m,NearestMipmapLinearFilter:f,LinearFilter:g,LinearMipmapNearestFilter:v,LinearMipmapLinearFilter:y};class uc extends ol{constructor(t){super(t),"undefined"==typeof createImageBitmap&&console.warn("THREE.ImageBitmapLoader: createImageBitmap() not supported."),"undefined"==typeof fetch&&console.warn("THREE.ImageBitmapLoader: fetch() not supported."),this.options={premultiplyAlpha:"none"}}setOptions(t){return this.options=t,this}load(t,e,n,i){void 0===t&&(t=""),void 0!==this.path&&(t=this.path+t),t=this.manager.resolveURL(t);const r=this,s=rl.get(t);if(void 0!==s)return r.manager.itemStart(t),setTimeout((function(){e&&e(s),r.manager.itemEnd(t)}),0),s;const a={};a.credentials="anonymous"===this.crossOrigin?"same-origin":"include",a.headers=this.requestHeader,fetch(t,a).then((function(t){return t.blob()})).then((function(t){return createImageBitmap(t,Object.assign(r.options,{colorSpaceConversion:"none"}))})).then((function(n){rl.add(t,n),e&&e(n),r.manager.itemEnd(t)})).catch((function(e){i&&i(e),r.manager.itemError(t),r.manager.itemEnd(t)})),r.manager.itemStart(t)}}uc.prototype.isImageBitmapLoader=!0;class dc{constructor(){this.type="ShapePath",this.color=new tn,this.subPaths=[],this.currentPath=null}moveTo(t,e){return this.currentPath=new Bl,this.subPaths.push(this.currentPath),this.currentPath.moveTo(t,e),this}lineTo(t,e){return this.currentPath.lineTo(t,e),this}quadraticCurveTo(t,e,n,i){return this.currentPath.quadraticCurveTo(t,e,n,i),this}bezierCurveTo(t,e,n,i,r,s){return this.currentPath.bezierCurveTo(t,e,n,i,r,s),this}splineThru(t){return this.currentPath.splineThru(t),this}toShapes(t,e){function n(t){const e=[];for(let n=0,i=t.length;n<i;n++){const i=t[n],r=new zl;r.curves=i.curves,e.push(r)}return e}function i(t,e){const n=e.length;let i=!1;for(let r=n-1,s=0;s<n;r=s++){let n=e[r],a=e[s],o=a.x-n.x,l=a.y-n.y;if(Math.abs(l)>Number.EPSILON){if(l<0&&(n=e[s],o=-o,a=e[r],l=-l),t.y<n.y||t.y>a.y)continue;if(t.y===n.y){if(t.x===n.x)return!0}else{const e=l*(t.x-n.x)-o*(t.y-n.y);if(0===e)return!0;if(e<0)continue;i=!i}}else{if(t.y!==n.y)continue;if(a.x<=t.x&&t.x<=n.x||n.x<=t.x&&t.x<=a.x)return!0}}return i}const r=po.isClockWise,s=this.subPaths;if(0===s.length)return[];if(!0===e)return n(s);let a,o,l;const c=[];if(1===s.length)return o=s[0],l=new zl,l.curves=o.curves,c.push(l),c;let h=!r(s[0].getPoints());h=t?!h:h;const u=[],d=[];let p,m,f=[],g=0;d[g]=void 0,f[g]=[];for(let e=0,n=s.length;e<n;e++)o=s[e],p=o.getPoints(),a=r(p),a=t?!a:a,a?(!h&&d[g]&&g++,d[g]={s:new zl,p:p},d[g].s.curves=o.curves,h&&g++,f[g]=[]):f[g].push({h:o,p:p[0]});if(!d[0])return n(s);if(d.length>1){let t=!1;const e=[];for(let t=0,e=d.length;t<e;t++)u[t]=[];for(let n=0,r=d.length;n<r;n++){const r=f[n];for(let s=0;s<r.length;s++){const a=r[s];let o=!0;for(let r=0;r<d.length;r++)i(a.p,d[r].p)&&(n!==r&&e.push({froms:n,tos:r,hole:s}),o?(o=!1,u[r].push(a)):t=!0);o&&u[n].push(a)}}e.length>0&&(t||(f=u))}for(let t=0,e=d.length;t<e;t++){l=d[t].s,c.push(l),m=f[t];for(let t=0,e=m.length;t<e;t++)l.holes.push(m[t].h)}return c}}class pc{constructor(t){this.type="Font",this.data=t}generateShapes(t,e=100){const n=[],i=function(t,e,n){const i=Array.from(t),r=e/n.resolution,s=(n.boundingBox.yMax-n.boundingBox.yMin+n.underlineThickness)*r,a=[];let o=0,l=0;for(let t=0;t<i.length;t++){const e=i[t];if("\n"===e)o=0,l-=s;else{const t=mc(e,r,o,l,n);o+=t.offsetX,a.push(t.path)}}return a}(t,e,this.data);for(let t=0,e=i.length;t<e;t++)Array.prototype.push.apply(n,i[t].toShapes());return n}}function mc(t,e,n,i,r){const s=r.glyphs[t]||r.glyphs["?"];if(!s)return void console.error('THREE.Font: character "'+t+'" does not exists in font family '+r.familyName+".");const a=new dc;let o,l,c,h,u,d,p,m;if(s.o){const t=s._cachedOutline||(s._cachedOutline=s.o.split(" "));for(let r=0,s=t.length;r<s;){switch(t[r++]){case"m":o=t[r++]*e+n,l=t[r++]*e+i,a.moveTo(o,l);break;case"l":o=t[r++]*e+n,l=t[r++]*e+i,a.lineTo(o,l);break;case"q":c=t[r++]*e+n,h=t[r++]*e+i,u=t[r++]*e+n,d=t[r++]*e+i,a.quadraticCurveTo(u,d,c,h);break;case"b":c=t[r++]*e+n,h=t[r++]*e+i,u=t[r++]*e+n,d=t[r++]*e+i,p=t[r++]*e+n,m=t[r++]*e+i,a.bezierCurveTo(u,d,p,m,c,h)}}}return{offsetX:s.ha*e,path:a}}pc.prototype.isFont=!0;let fc;const gc={getContext:function(){return void 0===fc&&(fc=new(window.AudioContext||window.webkitAudioContext)),fc},setContext:function(t){fc=t}};class vc extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=new cl(this.manager);s.setResponseType("arraybuffer"),s.setPath(this.path),s.setRequestHeader(this.requestHeader),s.setWithCredentials(this.withCredentials),s.load(t,(function(n){try{const t=n.slice(0);gc.getContext().decodeAudioData(t,(function(t){e(t)}))}catch(e){i?i(e):console.error(e),r.manager.itemError(t)}}),n,i)}}class yc extends nc{constructor(t,e,n=1){super(void 0,n);const i=(new tn).set(t),r=(new tn).set(e),s=new Lt(i.r,i.g,i.b),a=new Lt(r.r,r.g,r.b),o=Math.sqrt(Math.PI),l=o*Math.sqrt(.75);this.sh.coefficients[0].copy(s).add(a).multiplyScalar(o),this.sh.coefficients[1].copy(s).sub(a).multiplyScalar(l)}}yc.prototype.isHemisphereLightProbe=!0;class xc extends nc{constructor(t,e=1){super(void 0,e);const n=(new tn).set(t);this.sh.coefficients[0].set(n.r,n.g,n.b).multiplyScalar(2*Math.sqrt(Math.PI))}}xc.prototype.isAmbientLightProbe=!0;const _c=new se,wc=new se;class bc{constructor(t=!0){this.autoStart=t,this.startTime=0,this.oldTime=0,this.elapsedTime=0,this.running=!1}start(){this.startTime=Mc(),this.oldTime=this.startTime,this.elapsedTime=0,this.running=!0}stop(){this.getElapsedTime(),this.running=!1,this.autoStart=!1}getElapsedTime(){return this.getDelta(),this.elapsedTime}getDelta(){let t=0;if(this.autoStart&&!this.running)return this.start(),0;if(this.running){const e=Mc();t=(e-this.oldTime)/1e3,this.oldTime=e,this.elapsedTime+=t}return t}}function Mc(){return("undefined"==typeof performance?Date:performance).now()}const Sc=new Lt,Tc=new At,Ec=new Lt,Ac=new Lt;class Lc extends Ce{constructor(t){super(),this.type="Audio",this.listener=t,this.context=t.context,this.gain=this.context.createGain(),this.gain.connect(t.getInput()),this.autoplay=!1,this.buffer=null,this.detune=0,this.loop=!1,this.loopStart=0,this.loopEnd=0,this.offset=0,this.duration=void 0,this.playbackRate=1,this.isPlaying=!1,this.hasPlaybackControl=!0,this.source=null,this.sourceType="empty",this._startedAt=0,this._progress=0,this._connected=!1,this.filters=[]}getOutput(){return this.gain}setNodeSource(t){return this.hasPlaybackControl=!1,this.sourceType="audioNode",this.source=t,this.connect(),this}setMediaElementSource(t){return this.hasPlaybackControl=!1,this.sourceType="mediaNode",this.source=this.context.createMediaElementSource(t),this.connect(),this}setMediaStreamSource(t){return this.hasPlaybackControl=!1,this.sourceType="mediaStreamNode",this.source=this.context.createMediaStreamSource(t),this.connect(),this}setBuffer(t){return this.buffer=t,this.sourceType="buffer",this.autoplay&&this.play(),this}play(t=0){if(!0===this.isPlaying)return void console.warn("THREE.Audio: Audio is already playing.");if(!1===this.hasPlaybackControl)return void console.warn("THREE.Audio: this Audio has no playback control.");this._startedAt=this.context.currentTime+t;const e=this.context.createBufferSource();return e.buffer=this.buffer,e.loop=this.loop,e.loopStart=this.loopStart,e.loopEnd=this.loopEnd,e.onended=this.onEnded.bind(this),e.start(this._startedAt,this._progress+this.offset,this.duration),this.isPlaying=!0,this.source=e,this.setDetune(this.detune),this.setPlaybackRate(this.playbackRate),this.connect()}pause(){if(!1!==this.hasPlaybackControl)return!0===this.isPlaying&&(this._progress+=Math.max(this.context.currentTime-this._startedAt,0)*this.playbackRate,!0===this.loop&&(this._progress=this._progress%(this.duration||this.buffer.duration)),this.source.stop(),this.source.onended=null,this.isPlaying=!1),this;console.warn("THREE.Audio: this Audio has no playback control.")}stop(){if(!1!==this.hasPlaybackControl)return this._progress=0,this.source.stop(),this.source.onended=null,this.isPlaying=!1,this;console.warn("THREE.Audio: this Audio has no playback control.")}connect(){if(this.filters.length>0){this.source.connect(this.filters[0]);for(let t=1,e=this.filters.length;t<e;t++)this.filters[t-1].connect(this.filters[t]);this.filters[this.filters.length-1].connect(this.getOutput())}else this.source.connect(this.getOutput());return this._connected=!0,this}disconnect(){if(this.filters.length>0){this.source.disconnect(this.filters[0]);for(let t=1,e=this.filters.length;t<e;t++)this.filters[t-1].disconnect(this.filters[t]);this.filters[this.filters.length-1].disconnect(this.getOutput())}else this.source.disconnect(this.getOutput());return this._connected=!1,this}getFilters(){return this.filters}setFilters(t){return t||(t=[]),!0===this._connected?(this.disconnect(),this.filters=t.slice(),this.connect()):this.filters=t.slice(),this}setDetune(t){if(this.detune=t,void 0!==this.source.detune)return!0===this.isPlaying&&this.source.detune.setTargetAtTime(this.detune,this.context.currentTime,.01),this}getDetune(){return this.detune}getFilter(){return this.getFilters()[0]}setFilter(t){return this.setFilters(t?[t]:[])}setPlaybackRate(t){if(!1!==this.hasPlaybackControl)return this.playbackRate=t,!0===this.isPlaying&&this.source.playbackRate.setTargetAtTime(this.playbackRate,this.context.currentTime,.01),this;console.warn("THREE.Audio: this Audio has no playback control.")}getPlaybackRate(){return this.playbackRate}onEnded(){this.isPlaying=!1}getLoop(){return!1===this.hasPlaybackControl?(console.warn("THREE.Audio: this Audio has no playback control."),!1):this.loop}setLoop(t){if(!1!==this.hasPlaybackControl)return this.loop=t,!0===this.isPlaying&&(this.source.loop=this.loop),this;console.warn("THREE.Audio: this Audio has no playback control.")}setLoopStart(t){return this.loopStart=t,this}setLoopEnd(t){return this.loopEnd=t,this}getVolume(){return this.gain.gain.value}setVolume(t){return this.gain.gain.setTargetAtTime(t,this.context.currentTime,.01),this}}const Rc=new Lt,Cc=new At,Pc=new Lt,Dc=new Lt;class Ic{constructor(t,e=2048){this.analyser=t.context.createAnalyser(),this.analyser.fftSize=e,this.data=new Uint8Array(this.analyser.frequencyBinCount),t.getOutput().connect(this.analyser)}getFrequencyData(){return this.analyser.getByteFrequencyData(this.data),this.data}getAverageFrequency(){let t=0;const e=this.getFrequencyData();for(let n=0;n<e.length;n++)t+=e[n];return t/e.length}}class Nc{constructor(t,e,n){let i,r,s;switch(this.binding=t,this.valueSize=n,e){case"quaternion":i=this._slerp,r=this._slerpAdditive,s=this._setAdditiveIdentityQuaternion,this.buffer=new Float64Array(6*n),this._workIndex=5;break;case"string":case"bool":i=this._select,r=this._select,s=this._setAdditiveIdentityOther,this.buffer=new Array(5*n);break;default:i=this._lerp,r=this._lerpAdditive,s=this._setAdditiveIdentityNumeric,this.buffer=new Float64Array(5*n)}this._mixBufferRegion=i,this._mixBufferRegionAdditive=r,this._setIdentity=s,this._origIndex=3,this._addIndex=4,this.cumulativeWeight=0,this.cumulativeWeightAdditive=0,this.useCount=0,this.referenceCount=0}accumulate(t,e){const n=this.buffer,i=this.valueSize,r=t*i+i;let s=this.cumulativeWeight;if(0===s){for(let t=0;t!==i;++t)n[r+t]=n[t];s=e}else{s+=e;const t=e/s;this._mixBufferRegion(n,r,0,t,i)}this.cumulativeWeight=s}accumulateAdditive(t){const e=this.buffer,n=this.valueSize,i=n*this._addIndex;0===this.cumulativeWeightAdditive&&this._setIdentity(),this._mixBufferRegionAdditive(e,i,0,t,n),this.cumulativeWeightAdditive+=t}apply(t){const e=this.valueSize,n=this.buffer,i=t*e+e,r=this.cumulativeWeight,s=this.cumulativeWeightAdditive,a=this.binding;if(this.cumulativeWeight=0,this.cumulativeWeightAdditive=0,r<1){const t=e*this._origIndex;this._mixBufferRegion(n,i,t,1-r,e)}s>0&&this._mixBufferRegionAdditive(n,i,this._addIndex*e,1,e);for(let t=e,r=e+e;t!==r;++t)if(n[t]!==n[t+e]){a.setValue(n,i);break}}saveOriginalState(){const t=this.binding,e=this.buffer,n=this.valueSize,i=n*this._origIndex;t.getValue(e,i);for(let t=n,r=i;t!==r;++t)e[t]=e[i+t%n];this._setIdentity(),this.cumulativeWeight=0,this.cumulativeWeightAdditive=0}restoreOriginalState(){const t=3*this.valueSize;this.binding.setValue(this.buffer,t)}_setAdditiveIdentityNumeric(){const t=this._addIndex*this.valueSize,e=t+this.valueSize;for(let n=t;n<e;n++)this.buffer[n]=0}_setAdditiveIdentityQuaternion(){this._setAdditiveIdentityNumeric(),this.buffer[this._addIndex*this.valueSize+3]=1}_setAdditiveIdentityOther(){const t=this._origIndex*this.valueSize,e=this._addIndex*this.valueSize;for(let n=0;n<this.valueSize;n++)this.buffer[e+n]=this.buffer[t+n]}_select(t,e,n,i,r){if(i>=.5)for(let i=0;i!==r;++i)t[e+i]=t[n+i]}_slerp(t,e,n,i){At.slerpFlat(t,e,t,e,t,n,i)}_slerpAdditive(t,e,n,i,r){const s=this._workIndex*r;At.multiplyQuaternionsFlat(t,s,t,e,t,n),At.slerpFlat(t,e,t,e,t,s,i)}_lerp(t,e,n,i,r){const s=1-i;for(let a=0;a!==r;++a){const r=e+a;t[r]=t[r]*s+t[n+a]*i}}_lerpAdditive(t,e,n,i,r){for(let s=0;s!==r;++s){const r=e+s;t[r]=t[r]+t[n+s]*i}}}const Bc="\\[\\]\\.:\\/",zc=new RegExp("[\\[\\]\\.:\\/]","g"),Fc="[^\\[\\]\\.:\\/]",Oc="[^"+Bc.replace("\\.","")+"]",Hc=/((?:WC+[\/:])*)/.source.replace("WC",Fc),Gc=/(WCOD+)?/.source.replace("WCOD",Oc),Uc=/(?:\.(WC+)(?:\[(.+)\])?)?/.source.replace("WC",Fc),kc=/\.(WC+)(?:\[(.+)\])?/.source.replace("WC",Fc),Vc=new RegExp("^"+Hc+Gc+Uc+kc+"$"),Wc=["material","materials","bones"];class jc{constructor(t,e,n){this.path=e,this.parsedPath=n||jc.parseTrackName(e),this.node=jc.findNode(t,this.parsedPath.nodeName)||t,this.rootNode=t,this.getValue=this._getValue_unbound,this.setValue=this._setValue_unbound}static create(t,e,n){return t&&t.isAnimationObjectGroup?new jc.Composite(t,e,n):new jc(t,e,n)}static sanitizeNodeName(t){return t.replace(/\s/g,"_").replace(zc,"")}static parseTrackName(t){const e=Vc.exec(t);if(!e)throw new Error("PropertyBinding: Cannot parse trackName: "+t);const n={nodeName:e[2],objectName:e[3],objectIndex:e[4],propertyName:e[5],propertyIndex:e[6]},i=n.nodeName&&n.nodeName.lastIndexOf(".");if(void 0!==i&&-1!==i){const t=n.nodeName.substring(i+1);-1!==Wc.indexOf(t)&&(n.nodeName=n.nodeName.substring(0,i),n.objectName=t)}if(null===n.propertyName||0===n.propertyName.length)throw new Error("PropertyBinding: can not parse propertyName from trackName: "+t);return n}static findNode(t,e){if(!e||""===e||"."===e||-1===e||e===t.name||e===t.uuid)return t;if(t.skeleton){const n=t.skeleton.getBoneByName(e);if(void 0!==n)return n}if(t.children){const n=function(t){for(let i=0;i<t.length;i++){const r=t[i];if(r.name===e||r.uuid===e)return r;const s=n(r.children);if(s)return s}return null},i=n(t.children);if(i)return i}return null}_getValue_unavailable(){}_setValue_unavailable(){}_getValue_direct(t,e){t[e]=this.node[this.propertyName]}_getValue_array(t,e){const n=this.resolvedProperty;for(let i=0,r=n.length;i!==r;++i)t[e++]=n[i]}_getValue_arrayElement(t,e){t[e]=this.resolvedProperty[this.propertyIndex]}_getValue_toArray(t,e){this.resolvedProperty.toArray(t,e)}_setValue_direct(t,e){this.targetObject[this.propertyName]=t[e]}_setValue_direct_setNeedsUpdate(t,e){this.targetObject[this.propertyName]=t[e],this.targetObject.needsUpdate=!0}_setValue_direct_setMatrixWorldNeedsUpdate(t,e){this.targetObject[this.propertyName]=t[e],this.targetObject.matrixWorldNeedsUpdate=!0}_setValue_array(t,e){const n=this.resolvedProperty;for(let i=0,r=n.length;i!==r;++i)n[i]=t[e++]}_setValue_array_setNeedsUpdate(t,e){const n=this.resolvedProperty;for(let i=0,r=n.length;i!==r;++i)n[i]=t[e++];this.targetObject.needsUpdate=!0}_setValue_array_setMatrixWorldNeedsUpdate(t,e){const n=this.resolvedProperty;for(let i=0,r=n.length;i!==r;++i)n[i]=t[e++];this.targetObject.matrixWorldNeedsUpdate=!0}_setValue_arrayElement(t,e){this.resolvedProperty[this.propertyIndex]=t[e]}_setValue_arrayElement_setNeedsUpdate(t,e){this.resolvedProperty[this.propertyIndex]=t[e],this.targetObject.needsUpdate=!0}_setValue_arrayElement_setMatrixWorldNeedsUpdate(t,e){this.resolvedProperty[this.propertyIndex]=t[e],this.targetObject.matrixWorldNeedsUpdate=!0}_setValue_fromArray(t,e){this.resolvedProperty.fromArray(t,e)}_setValue_fromArray_setNeedsUpdate(t,e){this.resolvedProperty.fromArray(t,e),this.targetObject.needsUpdate=!0}_setValue_fromArray_setMatrixWorldNeedsUpdate(t,e){this.resolvedProperty.fromArray(t,e),this.targetObject.matrixWorldNeedsUpdate=!0}_getValue_unbound(t,e){this.bind(),this.getValue(t,e)}_setValue_unbound(t,e){this.bind(),this.setValue(t,e)}bind(){let t=this.node;const e=this.parsedPath,n=e.objectName,i=e.propertyName;let r=e.propertyIndex;if(t||(t=jc.findNode(this.rootNode,e.nodeName)||this.rootNode,this.node=t),this.getValue=this._getValue_unavailable,this.setValue=this._setValue_unavailable,!t)return void console.error("THREE.PropertyBinding: Trying to update node for track: "+this.path+" but it wasn't found.");if(n){let i=e.objectIndex;switch(n){case"materials":if(!t.material)return void console.error("THREE.PropertyBinding: Can not bind to material as node does not have a material.",this);if(!t.material.materials)return void console.error("THREE.PropertyBinding: Can not bind to material.materials as node.material does not have a materials array.",this);t=t.material.materials;break;case"bones":if(!t.skeleton)return void console.error("THREE.PropertyBinding: Can not bind to bones as node does not have a skeleton.",this);t=t.skeleton.bones;for(let e=0;e<t.length;e++)if(t[e].name===i){i=e;break}break;default:if(void 0===t[n])return void console.error("THREE.PropertyBinding: Can not bind to objectName of node undefined.",this);t=t[n]}if(void 0!==i){if(void 0===t[i])return void console.error("THREE.PropertyBinding: Trying to bind to objectIndex of objectName, but is undefined.",this,t);t=t[i]}}const s=t[i];if(void 0===s){const n=e.nodeName;return void console.error("THREE.PropertyBinding: Trying to update property for track: "+n+"."+i+" but it wasn't found.",t)}let a=this.Versioning.None;this.targetObject=t,void 0!==t.needsUpdate?a=this.Versioning.NeedsUpdate:void 0!==t.matrixWorldNeedsUpdate&&(a=this.Versioning.MatrixWorldNeedsUpdate);let o=this.BindingType.Direct;if(void 0!==r){if("morphTargetInfluences"===i){if(!t.geometry)return void console.error("THREE.PropertyBinding: Can not bind to morphTargetInfluences because node does not have a geometry.",this);if(!t.geometry.isBufferGeometry)return void console.error("THREE.PropertyBinding: Can not bind to morphTargetInfluences on THREE.Geometry. Use THREE.BufferGeometry instead.",this);if(!t.geometry.morphAttributes)return void console.error("THREE.PropertyBinding: Can not bind to morphTargetInfluences because node does not have a geometry.morphAttributes.",this);void 0!==t.morphTargetDictionary[r]&&(r=t.morphTargetDictionary[r])}o=this.BindingType.ArrayElement,this.resolvedProperty=s,this.propertyIndex=r}else void 0!==s.fromArray&&void 0!==s.toArray?(o=this.BindingType.HasFromToArray,this.resolvedProperty=s):Array.isArray(s)?(o=this.BindingType.EntireArray,this.resolvedProperty=s):this.propertyName=i;this.getValue=this.GetterByBindingType[o],this.setValue=this.SetterByBindingTypeAndVersioning[o][a]}unbind(){this.node=null,this.getValue=this._getValue_unbound,this.setValue=this._setValue_unbound}}jc.Composite=class{constructor(t,e,n){const i=n||jc.parseTrackName(e);this._targetGroup=t,this._bindings=t.subscribe_(e,i)}getValue(t,e){this.bind();const n=this._targetGroup.nCachedObjects_,i=this._bindings[n];void 0!==i&&i.getValue(t,e)}setValue(t,e){const n=this._bindings;for(let i=this._targetGroup.nCachedObjects_,r=n.length;i!==r;++i)n[i].setValue(t,e)}bind(){const t=this._bindings;for(let e=this._targetGroup.nCachedObjects_,n=t.length;e!==n;++e)t[e].bind()}unbind(){const t=this._bindings;for(let e=this._targetGroup.nCachedObjects_,n=t.length;e!==n;++e)t[e].unbind()}},jc.prototype.BindingType={Direct:0,EntireArray:1,ArrayElement:2,HasFromToArray:3},jc.prototype.Versioning={None:0,NeedsUpdate:1,MatrixWorldNeedsUpdate:2},jc.prototype.GetterByBindingType=[jc.prototype._getValue_direct,jc.prototype._getValue_array,jc.prototype._getValue_arrayElement,jc.prototype._getValue_toArray],jc.prototype.SetterByBindingTypeAndVersioning=[[jc.prototype._setValue_direct,jc.prototype._setValue_direct_setNeedsUpdate,jc.prototype._setValue_direct_setMatrixWorldNeedsUpdate],[jc.prototype._setValue_array,jc.prototype._setValue_array_setNeedsUpdate,jc.prototype._setValue_array_setMatrixWorldNeedsUpdate],[jc.prototype._setValue_arrayElement,jc.prototype._setValue_arrayElement_setNeedsUpdate,jc.prototype._setValue_arrayElement_setMatrixWorldNeedsUpdate],[jc.prototype._setValue_fromArray,jc.prototype._setValue_fromArray_setNeedsUpdate,jc.prototype._setValue_fromArray_setMatrixWorldNeedsUpdate]];class qc{constructor(){this.uuid=ct(),this._objects=Array.prototype.slice.call(arguments),this.nCachedObjects_=0;const t={};this._indicesByUUID=t;for(let e=0,n=arguments.length;e!==n;++e)t[arguments[e].uuid]=e;this._paths=[],this._parsedPaths=[],this._bindings=[],this._bindingsIndicesByPath={};const e=this;this.stats={objects:{get total(){return e._objects.length},get inUse(){return this.total-e.nCachedObjects_}},get bindingsPerObject(){return e._bindings.length}}}add(){const t=this._objects,e=this._indicesByUUID,n=this._paths,i=this._parsedPaths,r=this._bindings,s=r.length;let a,o=t.length,l=this.nCachedObjects_;for(let c=0,h=arguments.length;c!==h;++c){const h=arguments[c],u=h.uuid;let d=e[u];if(void 0===d){d=o++,e[u]=d,t.push(h);for(let t=0,e=s;t!==e;++t)r[t].push(new jc(h,n[t],i[t]))}else if(d<l){a=t[d];const o=--l,c=t[o];e[c.uuid]=d,t[d]=c,e[u]=o,t[o]=h;for(let t=0,e=s;t!==e;++t){const e=r[t],s=e[o];let a=e[d];e[d]=s,void 0===a&&(a=new jc(h,n[t],i[t])),e[o]=a}}else t[d]!==a&&console.error("THREE.AnimationObjectGroup: Different objects with the same UUID detected. Clean the caches or recreate your infrastructure when reloading scenes.")}this.nCachedObjects_=l}remove(){const t=this._objects,e=this._indicesByUUID,n=this._bindings,i=n.length;let r=this.nCachedObjects_;for(let s=0,a=arguments.length;s!==a;++s){const a=arguments[s],o=a.uuid,l=e[o];if(void 0!==l&&l>=r){const s=r++,c=t[s];e[c.uuid]=l,t[l]=c,e[o]=s,t[s]=a;for(let t=0,e=i;t!==e;++t){const e=n[t],i=e[s],r=e[l];e[l]=i,e[s]=r}}}this.nCachedObjects_=r}uncache(){const t=this._objects,e=this._indicesByUUID,n=this._bindings,i=n.length;let r=this.nCachedObjects_,s=t.length;for(let a=0,o=arguments.length;a!==o;++a){const o=arguments[a].uuid,l=e[o];if(void 0!==l)if(delete e[o],l<r){const a=--r,o=t[a],c=--s,h=t[c];e[o.uuid]=l,t[l]=o,e[h.uuid]=a,t[a]=h,t.pop();for(let t=0,e=i;t!==e;++t){const e=n[t],i=e[a],r=e[c];e[l]=i,e[a]=r,e.pop()}}else{const r=--s,a=t[r];r>0&&(e[a.uuid]=l),t[l]=a,t.pop();for(let t=0,e=i;t!==e;++t){const e=n[t];e[l]=e[r],e.pop()}}}this.nCachedObjects_=r}subscribe_(t,e){const n=this._bindingsIndicesByPath;let i=n[t];const r=this._bindings;if(void 0!==i)return r[i];const s=this._paths,a=this._parsedPaths,o=this._objects,l=o.length,c=this.nCachedObjects_,h=new Array(l);i=r.length,n[t]=i,s.push(t),a.push(e),r.push(h);for(let n=c,i=o.length;n!==i;++n){const i=o[n];h[n]=new jc(i,t,e)}return h}unsubscribe_(t){const e=this._bindingsIndicesByPath,n=e[t];if(void 0!==n){const i=this._paths,r=this._parsedPaths,s=this._bindings,a=s.length-1,o=s[a];e[t[a]]=n,s[n]=o,s.pop(),r[n]=r[a],r.pop(),i[n]=i[a],i.pop()}}}qc.prototype.isAnimationObjectGroup=!0;class Xc{constructor(t,e,n=null,i=e.blendMode){this._mixer=t,this._clip=e,this._localRoot=n,this.blendMode=i;const r=e.tracks,s=r.length,a=new Array(s),o={endingStart:k,endingEnd:k};for(let t=0;t!==s;++t){const e=r[t].createInterpolant(null);a[t]=e,e.settings=o}this._interpolantSettings=o,this._interpolants=a,this._propertyBindings=new Array(s),this._cacheIndex=null,this._byClipCacheIndex=null,this._timeScaleInterpolant=null,this._weightInterpolant=null,this.loop=2201,this._loopCount=-1,this._startTime=null,this.time=0,this.timeScale=1,this._effectiveTimeScale=1,this.weight=1,this._effectiveWeight=1,this.repetitions=1/0,this.paused=!1,this.enabled=!0,this.clampWhenFinished=!1,this.zeroSlopeAtStart=!0,this.zeroSlopeAtEnd=!0}play(){return this._mixer._activateAction(this),this}stop(){return this._mixer._deactivateAction(this),this.reset()}reset(){return this.paused=!1,this.enabled=!0,this.time=0,this._loopCount=-1,this._startTime=null,this.stopFading().stopWarping()}isRunning(){return this.enabled&&!this.paused&&0!==this.timeScale&&null===this._startTime&&this._mixer._isActiveAction(this)}isScheduled(){return this._mixer._isActiveAction(this)}startAt(t){return this._startTime=t,this}setLoop(t,e){return this.loop=t,this.repetitions=e,this}setEffectiveWeight(t){return this.weight=t,this._effectiveWeight=this.enabled?t:0,this.stopFading()}getEffectiveWeight(){return this._effectiveWeight}fadeIn(t){return this._scheduleFading(t,0,1)}fadeOut(t){return this._scheduleFading(t,1,0)}crossFadeFrom(t,e,n){if(t.fadeOut(e),this.fadeIn(e),n){const n=this._clip.duration,i=t._clip.duration,r=i/n,s=n/i;t.warp(1,r,e),this.warp(s,1,e)}return this}crossFadeTo(t,e,n){return t.crossFadeFrom(this,e,n)}stopFading(){const t=this._weightInterpolant;return null!==t&&(this._weightInterpolant=null,this._mixer._takeBackControlInterpolant(t)),this}setEffectiveTimeScale(t){return this.timeScale=t,this._effectiveTimeScale=this.paused?0:t,this.stopWarping()}getEffectiveTimeScale(){return this._effectiveTimeScale}setDuration(t){return this.timeScale=this._clip.duration/t,this.stopWarping()}syncWith(t){return this.time=t.time,this.timeScale=t.timeScale,this.stopWarping()}halt(t){return this.warp(this._effectiveTimeScale,0,t)}warp(t,e,n){const i=this._mixer,r=i.time,s=this.timeScale;let a=this._timeScaleInterpolant;null===a&&(a=i._lendControlInterpolant(),this._timeScaleInterpolant=a);const o=a.parameterPositions,l=a.sampleValues;return o[0]=r,o[1]=r+n,l[0]=t/s,l[1]=e/s,this}stopWarping(){const t=this._timeScaleInterpolant;return null!==t&&(this._timeScaleInterpolant=null,this._mixer._takeBackControlInterpolant(t)),this}getMixer(){return this._mixer}getClip(){return this._clip}getRoot(){return this._localRoot||this._mixer._root}_update(t,e,n,i){if(!this.enabled)return void this._updateWeight(t);const r=this._startTime;if(null!==r){const i=(t-r)*n;if(i<0||0===n)return;this._startTime=null,e=n*i}e*=this._updateTimeScale(t);const s=this._updateTime(e),a=this._updateWeight(t);if(a>0){const t=this._interpolants,e=this._propertyBindings;switch(this.blendMode){case q:for(let n=0,i=t.length;n!==i;++n)t[n].evaluate(s),e[n].accumulateAdditive(a);break;case j:default:for(let n=0,r=t.length;n!==r;++n)t[n].evaluate(s),e[n].accumulate(i,a)}}}_updateWeight(t){let e=0;if(this.enabled){e=this.weight;const n=this._weightInterpolant;if(null!==n){const i=n.evaluate(t)[0];e*=i,t>n.parameterPositions[1]&&(this.stopFading(),0===i&&(this.enabled=!1))}}return this._effectiveWeight=e,e}_updateTimeScale(t){let e=0;if(!this.paused){e=this.timeScale;const n=this._timeScaleInterpolant;if(null!==n){e*=n.evaluate(t)[0],t>n.parameterPositions[1]&&(this.stopWarping(),0===e?this.paused=!0:this.timeScale=e)}}return this._effectiveTimeScale=e,e}_updateTime(t){const e=this._clip.duration,n=this.loop;let i=this.time+t,r=this._loopCount;const s=2202===n;if(0===t)return-1===r?i:s&&1==(1&r)?e-i:i;if(2200===n){-1===r&&(this._loopCount=0,this._setEndings(!0,!0,!1));t:{if(i>=e)i=e;else{if(!(i<0)){this.time=i;break t}i=0}this.clampWhenFinished?this.paused=!0:this.enabled=!1,this.time=i,this._mixer.dispatchEvent({type:"finished",action:this,direction:t<0?-1:1})}}else{if(-1===r&&(t>=0?(r=0,this._setEndings(!0,0===this.repetitions,s)):this._setEndings(0===this.repetitions,!0,s)),i>=e||i<0){const n=Math.floor(i/e);i-=e*n,r+=Math.abs(n);const a=this.repetitions-r;if(a<=0)this.clampWhenFinished?this.paused=!0:this.enabled=!1,i=t>0?e:0,this.time=i,this._mixer.dispatchEvent({type:"finished",action:this,direction:t>0?1:-1});else{if(1===a){const e=t<0;this._setEndings(e,!e,s)}else this._setEndings(!1,!1,s);this._loopCount=r,this.time=i,this._mixer.dispatchEvent({type:"loop",action:this,loopDelta:n})}}else this.time=i;if(s&&1==(1&r))return e-i}return i}_setEndings(t,e,n){const i=this._interpolantSettings;n?(i.endingStart=V,i.endingEnd=V):(i.endingStart=t?this.zeroSlopeAtStart?V:k:W,i.endingEnd=e?this.zeroSlopeAtEnd?V:k:W)}_scheduleFading(t,e,n){const i=this._mixer,r=i.time;let s=this._weightInterpolant;null===s&&(s=i._lendControlInterpolant(),this._weightInterpolant=s);const a=s.parameterPositions,o=s.sampleValues;return a[0]=r,o[0]=e,a[1]=r+t,o[1]=n,this}}class Yc extends rt{constructor(t){super(),this._root=t,this._initMemoryManager(),this._accuIndex=0,this.time=0,this.timeScale=1}_bindAction(t,e){const n=t._localRoot||this._root,i=t._clip.tracks,r=i.length,s=t._propertyBindings,a=t._interpolants,o=n.uuid,l=this._bindingsByRootAndName;let c=l[o];void 0===c&&(c={},l[o]=c);for(let t=0;t!==r;++t){const r=i[t],l=r.name;let h=c[l];if(void 0!==h)s[t]=h;else{if(h=s[t],void 0!==h){null===h._cacheIndex&&(++h.referenceCount,this._addInactiveBinding(h,o,l));continue}const i=e&&e._propertyBindings[t].binding.parsedPath;h=new Nc(jc.create(n,l,i),r.ValueTypeName,r.getValueSize()),++h.referenceCount,this._addInactiveBinding(h,o,l),s[t]=h}a[t].resultBuffer=h.buffer}}_activateAction(t){if(!this._isActiveAction(t)){if(null===t._cacheIndex){const e=(t._localRoot||this._root).uuid,n=t._clip.uuid,i=this._actionsByClip[n];this._bindAction(t,i&&i.knownActions[0]),this._addInactiveAction(t,n,e)}const e=t._propertyBindings;for(let t=0,n=e.length;t!==n;++t){const n=e[t];0==n.useCount++&&(this._lendBinding(n),n.saveOriginalState())}this._lendAction(t)}}_deactivateAction(t){if(this._isActiveAction(t)){const e=t._propertyBindings;for(let t=0,n=e.length;t!==n;++t){const n=e[t];0==--n.useCount&&(n.restoreOriginalState(),this._takeBackBinding(n))}this._takeBackAction(t)}}_initMemoryManager(){this._actions=[],this._nActiveActions=0,this._actionsByClip={},this._bindings=[],this._nActiveBindings=0,this._bindingsByRootAndName={},this._controlInterpolants=[],this._nActiveControlInterpolants=0;const t=this;this.stats={actions:{get total(){return t._actions.length},get inUse(){return t._nActiveActions}},bindings:{get total(){return t._bindings.length},get inUse(){return t._nActiveBindings}},controlInterpolants:{get total(){return t._controlInterpolants.length},get inUse(){return t._nActiveControlInterpolants}}}}_isActiveAction(t){const e=t._cacheIndex;return null!==e&&e<this._nActiveActions}_addInactiveAction(t,e,n){const i=this._actions,r=this._actionsByClip;let s=r[e];if(void 0===s)s={knownActions:[t],actionByRoot:{}},t._byClipCacheIndex=0,r[e]=s;else{const e=s.knownActions;t._byClipCacheIndex=e.length,e.push(t)}t._cacheIndex=i.length,i.push(t),s.actionByRoot[n]=t}_removeInactiveAction(t){const e=this._actions,n=e[e.length-1],i=t._cacheIndex;n._cacheIndex=i,e[i]=n,e.pop(),t._cacheIndex=null;const r=t._clip.uuid,s=this._actionsByClip,a=s[r],o=a.knownActions,l=o[o.length-1],c=t._byClipCacheIndex;l._byClipCacheIndex=c,o[c]=l,o.pop(),t._byClipCacheIndex=null;delete a.actionByRoot[(t._localRoot||this._root).uuid],0===o.length&&delete s[r],this._removeInactiveBindingsForAction(t)}_removeInactiveBindingsForAction(t){const e=t._propertyBindings;for(let t=0,n=e.length;t!==n;++t){const n=e[t];0==--n.referenceCount&&this._removeInactiveBinding(n)}}_lendAction(t){const e=this._actions,n=t._cacheIndex,i=this._nActiveActions++,r=e[i];t._cacheIndex=i,e[i]=t,r._cacheIndex=n,e[n]=r}_takeBackAction(t){const e=this._actions,n=t._cacheIndex,i=--this._nActiveActions,r=e[i];t._cacheIndex=i,e[i]=t,r._cacheIndex=n,e[n]=r}_addInactiveBinding(t,e,n){const i=this._bindingsByRootAndName,r=this._bindings;let s=i[e];void 0===s&&(s={},i[e]=s),s[n]=t,t._cacheIndex=r.length,r.push(t)}_removeInactiveBinding(t){const e=this._bindings,n=t.binding,i=n.rootNode.uuid,r=n.path,s=this._bindingsByRootAndName,a=s[i],o=e[e.length-1],l=t._cacheIndex;o._cacheIndex=l,e[l]=o,e.pop(),delete a[r],0===Object.keys(a).length&&delete s[i]}_lendBinding(t){const e=this._bindings,n=t._cacheIndex,i=this._nActiveBindings++,r=e[i];t._cacheIndex=i,e[i]=t,r._cacheIndex=n,e[n]=r}_takeBackBinding(t){const e=this._bindings,n=t._cacheIndex,i=--this._nActiveBindings,r=e[i];t._cacheIndex=i,e[i]=t,r._cacheIndex=n,e[n]=r}_lendControlInterpolant(){const t=this._controlInterpolants,e=this._nActiveControlInterpolants++;let n=t[e];return void 0===n&&(n=new qo(new Float32Array(2),new Float32Array(2),1,this._controlInterpolantsResultBuffer),n.__cacheIndex=e,t[e]=n),n}_takeBackControlInterpolant(t){const e=this._controlInterpolants,n=t.__cacheIndex,i=--this._nActiveControlInterpolants,r=e[i];t.__cacheIndex=i,e[i]=t,r.__cacheIndex=n,e[n]=r}clipAction(t,e,n){const i=e||this._root,r=i.uuid;let s="string"==typeof t?nl.findByName(i,t):t;const a=null!==s?s.uuid:t,o=this._actionsByClip[a];let l=null;if(void 0===n&&(n=null!==s?s.blendMode:j),void 0!==o){const t=o.actionByRoot[r];if(void 0!==t&&t.blendMode===n)return t;l=o.knownActions[0],null===s&&(s=l._clip)}if(null===s)return null;const c=new Xc(this,s,e,n);return this._bindAction(c,l),this._addInactiveAction(c,a,r),c}existingAction(t,e){const n=e||this._root,i=n.uuid,r="string"==typeof t?nl.findByName(n,t):t,s=r?r.uuid:t,a=this._actionsByClip[s];return void 0!==a&&a.actionByRoot[i]||null}stopAllAction(){const t=this._actions;for(let e=this._nActiveActions-1;e>=0;--e)t[e].stop();return this}update(t){t*=this.timeScale;const e=this._actions,n=this._nActiveActions,i=this.time+=t,r=Math.sign(t),s=this._accuIndex^=1;for(let a=0;a!==n;++a){e[a]._update(i,t,r,s)}const a=this._bindings,o=this._nActiveBindings;for(let t=0;t!==o;++t)a[t].apply(s);return this}setTime(t){this.time=0;for(let t=0;t<this._actions.length;t++)this._actions[t].time=0;return this.update(t)}getRoot(){return this._root}uncacheClip(t){const e=this._actions,n=t.uuid,i=this._actionsByClip,r=i[n];if(void 0!==r){const t=r.knownActions;for(let n=0,i=t.length;n!==i;++n){const i=t[n];this._deactivateAction(i);const r=i._cacheIndex,s=e[e.length-1];i._cacheIndex=null,i._byClipCacheIndex=null,s._cacheIndex=r,e[r]=s,e.pop(),this._removeInactiveBindingsForAction(i)}delete i[n]}}uncacheRoot(t){const e=t.uuid,n=this._actionsByClip;for(const t in n){const i=n[t].actionByRoot[e];void 0!==i&&(this._deactivateAction(i),this._removeInactiveAction(i))}const i=this._bindingsByRootAndName[e];if(void 0!==i)for(const t in i){const e=i[t];e.restoreOriginalState(),this._removeInactiveBinding(e)}}uncacheAction(t,e){const n=this.existingAction(t,e);null!==n&&(this._deactivateAction(n),this._removeInactiveAction(n))}}Yc.prototype._controlInterpolantsResultBuffer=new Float32Array(1);class Zc{constructor(t){"string"==typeof t&&(console.warn("THREE.Uniform: Type parameter is no longer needed."),t=arguments[1]),this.value=t}clone(){return new Zc(void 0===this.value.clone?this.value:this.value.clone())}}class Jc extends Es{constructor(t,e,n=1){super(t,e),this.meshPerAttribute=n||1}copy(t){return super.copy(t),this.meshPerAttribute=t.meshPerAttribute,this}clone(t){const e=super.clone(t);return e.meshPerAttribute=this.meshPerAttribute,e}toJSON(t){const e=super.toJSON(t);return e.isInstancedInterleavedBuffer=!0,e.meshPerAttribute=this.meshPerAttribute,e}}Jc.prototype.isInstancedInterleavedBuffer=!0;class Qc{constructor(t,e,n,i,r){this.buffer=t,this.type=e,this.itemSize=n,this.elementSize=i,this.count=r,this.version=0}set needsUpdate(t){!0===t&&this.version++}setBuffer(t){return this.buffer=t,this}setType(t,e){return this.type=t,this.elementSize=e,this}setItemSize(t){return this.itemSize=t,this}setCount(t){return this.count=t,this}}Qc.prototype.isGLBufferAttribute=!0;function Kc(t,e){return t.distance-e.distance}function $c(t,e,n,i){if(t.layers.test(e.layers)&&t.raycast(e,n),!0===i){const i=t.children;for(let t=0,r=i.length;t<r;t++)$c(i[t],e,n,!0)}}const th=new vt;class eh{constructor(t=new vt(1/0,1/0),e=new vt(-1/0,-1/0)){this.min=t,this.max=e}set(t,e){return this.min.copy(t),this.max.copy(e),this}setFromPoints(t){this.makeEmpty();for(let e=0,n=t.length;e<n;e++)this.expandByPoint(t[e]);return this}setFromCenterAndSize(t,e){const n=th.copy(e).multiplyScalar(.5);return this.min.copy(t).sub(n),this.max.copy(t).add(n),this}clone(){return(new this.constructor).copy(this)}copy(t){return this.min.copy(t.min),this.max.copy(t.max),this}makeEmpty(){return this.min.x=this.min.y=1/0,this.max.x=this.max.y=-1/0,this}isEmpty(){return this.max.x<this.min.x||this.max.y<this.min.y}getCenter(t){return void 0===t&&(console.warn("THREE.Box2: .getCenter() target is now required"),t=new vt),this.isEmpty()?t.set(0,0):t.addVectors(this.min,this.max).multiplyScalar(.5)}getSize(t){return void 0===t&&(console.warn("THREE.Box2: .getSize() target is now required"),t=new vt),this.isEmpty()?t.set(0,0):t.subVectors(this.max,this.min)}expandByPoint(t){return this.min.min(t),this.max.max(t),this}expandByVector(t){return this.min.sub(t),this.max.add(t),this}expandByScalar(t){return this.min.addScalar(-t),this.max.addScalar(t),this}containsPoint(t){return!(t.x<this.min.x||t.x>this.max.x||t.y<this.min.y||t.y>this.max.y)}containsBox(t){return this.min.x<=t.min.x&&t.max.x<=this.max.x&&this.min.y<=t.min.y&&t.max.y<=this.max.y}getParameter(t,e){return void 0===e&&(console.warn("THREE.Box2: .getParameter() target is now required"),e=new vt),e.set((t.x-this.min.x)/(this.max.x-this.min.x),(t.y-this.min.y)/(this.max.y-this.min.y))}intersectsBox(t){return!(t.max.x<this.min.x||t.min.x>this.max.x||t.max.y<this.min.y||t.min.y>this.max.y)}clampPoint(t,e){return void 0===e&&(console.warn("THREE.Box2: .clampPoint() target is now required"),e=new vt),e.copy(t).clamp(this.min,this.max)}distanceToPoint(t){return th.copy(t).clamp(this.min,this.max).sub(t).length()}intersect(t){return this.min.max(t.min),this.max.min(t.max),this}union(t){return this.min.min(t.min),this.max.max(t.max),this}translate(t){return this.min.add(t),this.max.add(t),this}equals(t){return t.min.equals(this.min)&&t.max.equals(this.max)}}eh.prototype.isBox2=!0;const nh=new Lt,ih=new Lt;class rh{constructor(t=new Lt,e=new Lt){this.start=t,this.end=e}set(t,e){return this.start.copy(t),this.end.copy(e),this}copy(t){return this.start.copy(t.start),this.end.copy(t.end),this}getCenter(t){return void 0===t&&(console.warn("THREE.Line3: .getCenter() target is now required"),t=new Lt),t.addVectors(this.start,this.end).multiplyScalar(.5)}delta(t){return void 0===t&&(console.warn("THREE.Line3: .delta() target is now required"),t=new Lt),t.subVectors(this.end,this.start)}distanceSq(){return this.start.distanceToSquared(this.end)}distance(){return this.start.distanceTo(this.end)}at(t,e){return void 0===e&&(console.warn("THREE.Line3: .at() target is now required"),e=new Lt),this.delta(e).multiplyScalar(t).add(this.start)}closestPointToPointParameter(t,e){nh.subVectors(t,this.start),ih.subVectors(this.end,this.start);const n=ih.dot(ih);let i=ih.dot(nh)/n;return e&&(i=ht(i,0,1)),i}closestPointToPoint(t,e,n){const i=this.closestPointToPointParameter(t,e);return void 0===n&&(console.warn("THREE.Line3: .closestPointToPoint() target is now required"),n=new Lt),this.delta(n).multiplyScalar(i).add(this.start)}applyMatrix4(t){return this.start.applyMatrix4(t),this.end.applyMatrix4(t),this}equals(t){return t.start.equals(this.start)&&t.end.equals(this.end)}clone(){return(new this.constructor).copy(this)}}class sh extends Ce{constructor(t){super(),this.material=t,this.render=function(){},this.hasPositions=!1,this.hasNormals=!1,this.hasColors=!1,this.hasUvs=!1,this.positionArray=null,this.normalArray=null,this.colorArray=null,this.uvArray=null,this.count=0}}sh.prototype.isImmediateRenderObject=!0;const ah=new Lt;const oh=new Lt,lh=new se,ch=new se;class hh extends ya{constructor(t){const e=uh(t),n=new En,i=[],r=[],s=new tn(0,0,1),a=new tn(0,1,0);for(let t=0;t<e.length;t++){const n=e[t];n.parent&&n.parent.isBone&&(i.push(0,0,0),i.push(0,0,0),r.push(s.r,s.g,s.b),r.push(a.r,a.g,a.b))}n.setAttribute("position",new mn(i,3)),n.setAttribute("color",new mn(r,3));super(n,new ca({vertexColors:!0,depthTest:!1,depthWrite:!1,toneMapped:!1,transparent:!0})),this.type="SkeletonHelper",this.isSkeletonHelper=!0,this.root=t,this.bones=e,this.matrix=t.matrixWorld,this.matrixAutoUpdate=!1}updateMatrixWorld(t){const e=this.bones,n=this.geometry,i=n.getAttribute("position");ch.copy(this.root.matrixWorld).invert();for(let t=0,n=0;t<e.length;t++){const r=e[t];r.parent&&r.parent.isBone&&(lh.multiplyMatrices(ch,r.matrixWorld),oh.setFromMatrixPosition(lh),i.setXYZ(n,oh.x,oh.y,oh.z),lh.multiplyMatrices(ch,r.parent.matrixWorld),oh.setFromMatrixPosition(lh),i.setXYZ(n+1,oh.x,oh.y,oh.z),n+=2)}n.getAttribute("position").needsUpdate=!0,super.updateMatrixWorld(t)}}function uh(t){const e=[];t&&t.isBone&&e.push(t);for(let n=0;n<t.children.length;n++)e.push.apply(e,uh(t.children[n]));return e}const dh=new Lt,ph=new tn,mh=new tn;class fh extends ya{constructor(t=10,e=10,n=4473924,i=8947848){n=new tn(n),i=new tn(i);const r=e/2,s=t/e,a=t/2,o=[],l=[];for(let t=0,c=0,h=-a;t<=e;t++,h+=s){o.push(-a,0,h,a,0,h),o.push(h,0,-a,h,0,a);const e=t===r?n:i;e.toArray(l,c),c+=3,e.toArray(l,c),c+=3,e.toArray(l,c),c+=3,e.toArray(l,c),c+=3}const c=new En;c.setAttribute("position",new mn(o,3)),c.setAttribute("color",new mn(l,3));super(c,new ca({vertexColors:!0,toneMapped:!1})),this.type="GridHelper"}}const gh=new Lt,vh=new Lt,yh=new Lt;const xh=new Lt,_h=new Qn;function wh(t,e,n,i,r,s,a){xh.set(r,s,a).unproject(i);const o=e[t];if(void 0!==o){const t=n.getAttribute("position");for(let e=0,n=o.length;e<n;e++)t.setXYZ(o[e],xh.x,xh.y,xh.z)}}const bh=new Pt;class Mh extends ya{constructor(t,e=16776960){const n=new Uint16Array([0,1,1,2,2,3,3,0,4,5,5,6,6,7,7,4,0,4,1,5,2,6,3,7]),i=new Float32Array(24),r=new En;r.setIndex(new sn(n,1)),r.setAttribute("position",new sn(i,3)),super(r,new ca({color:e,toneMapped:!1})),this.object=t,this.type="BoxHelper",this.matrixAutoUpdate=!1,this.update()}update(t){if(void 0!==t&&console.warn("THREE.BoxHelper: .update() has no longer arguments."),void 0!==this.object&&bh.setFromObject(this.object),bh.isEmpty())return;const e=bh.min,n=bh.max,i=this.geometry.attributes.position,r=i.array;r[0]=n.x,r[1]=n.y,r[2]=n.z,r[3]=e.x,r[4]=n.y,r[5]=n.z,r[6]=e.x,r[7]=e.y,r[8]=n.z,r[9]=n.x,r[10]=e.y,r[11]=n.z,r[12]=n.x,r[13]=n.y,r[14]=e.z,r[15]=e.x,r[16]=n.y,r[17]=e.z,r[18]=e.x,r[19]=e.y,r[20]=e.z,r[21]=n.x,r[22]=e.y,r[23]=e.z,i.needsUpdate=!0,this.geometry.computeBoundingSphere()}setFromObject(t){return this.object=t,this.update(),this}copy(t){return ya.prototype.copy.call(this,t),this.object=t.object,this}}const Sh=new Lt;let Th,Eh;class Ah extends ya{constructor(t=1){const e=[0,0,0,t,0,0,0,0,0,0,t,0,0,0,0,0,0,t],n=new En;n.setAttribute("position",new mn(e,3)),n.setAttribute("color",new mn([1,0,0,1,.6,0,0,1,0,.6,1,0,0,0,1,0,.6,1],3));super(n,new ca({vertexColors:!0,toneMapped:!1})),this.type="AxesHelper"}dispose(){this.geometry.dispose(),this.material.dispose()}}const Lh=new Float32Array(1),Rh=new Int32Array(Lh.buffer);const Ch=Math.pow(2,8),Ph=[.125,.215,.35,.446,.526,.582],Dh=5+Ph.length,Ih=20,Nh={[X]:0,[Y]:1,[J]:2,[Q]:3,[K]:4,[$]:5,[Z]:6},Bh=new en({side:1,depthWrite:!1,depthTest:!1}),zh=new Wn(new qn,Bh),Fh=new Jl,{_lodPlanes:Oh,_sizeLods:Hh,_sigmas:Gh}=Yh(),Uh=new tn;let kh=null;const Vh=(1+Math.sqrt(5))/2,Wh=1/Vh,jh=[new Lt(1,1,1),new Lt(-1,1,1),new Lt(1,1,-1),new Lt(-1,1,-1),new Lt(0,Vh,Wh),new Lt(0,Vh,-Wh),new Lt(Wh,0,Vh),new Lt(-Wh,0,Vh),new Lt(Vh,Wh,0),new Lt(-Vh,Wh,0)];function qh(t){const e=Math.max(t.r,t.g,t.b),n=Math.min(Math.max(Math.ceil(Math.log2(e)),-128),127);t.multiplyScalar(Math.pow(2,-n));return(n+128)/255}function Xh(t){return void 0!==t&&t.type===x&&(t.encoding===X||t.encoding===Y||t.encoding===Z)}function Yh(){const t=[],e=[],n=[];let i=8;for(let r=0;r<Dh;r++){const s=Math.pow(2,i);e.push(s);let a=1/s;r>4?a=Ph[r-8+4-1]:0==r&&(a=0),n.push(a);const o=1/(s-1),l=-o/2,c=1+o/2,h=[l,l,c,l,c,c,l,l,c,c,l,c],u=6,d=6,p=3,m=2,f=1,g=new Float32Array(p*d*u),v=new Float32Array(m*d*u),y=new Float32Array(f*d*u);for(let t=0;t<u;t++){const e=t%3*2/3-1,n=t>2?0:-1,i=[e,n,0,e+2/3,n,0,e+2/3,n+1,0,e,n,0,e+2/3,n+1,0,e,n+1,0];g.set(i,p*d*t),v.set(h,m*d*t);const r=[t,t,t,t,t,t];y.set(r,f*d*t)}const x=new En;x.setAttribute("position",new sn(g,p)),x.setAttribute("uv",new sn(v,m)),x.setAttribute("faceIndex",new sn(y,f)),t.push(x),i>4&&i--}return{_lodPlanes:t,_sizeLods:e,_sigmas:n}}function Zh(t){const e=new Tt(3*Ch,3*Ch,t);return e.texture.mapping=l,e.texture.name="PMREM.cubeUv",e.scissorTest=!0,e}function Jh(t,e,n,i,r){t.viewport.set(e,n,i,r),t.scissor.set(e,n,i,r)}function Qh(){const t=new vt(1,1);return new Io({name:"EquirectangularToCubeUV",uniforms:{envMap:{value:null},texelSize:{value:t},inputEncoding:{value:Nh[3e3]},outputEncoding:{value:Nh[3e3]}},vertexShader:$h(),fragmentShader:`\n\n\t\t\tprecision mediump float;\n\t\t\tprecision mediump int;\n\n\t\t\tvarying vec3 vOutputDirection;\n\n\t\t\tuniform sampler2D envMap;\n\t\t\tuniform vec2 texelSize;\n\n\t\t\t${tu()}\n\n\t\t\t#include <common>\n\n\t\t\tvoid main() {\n\n\t\t\t\tgl_FragColor = vec4( 0.0, 0.0, 0.0, 1.0 );\n\n\t\t\t\tvec3 outputDirection = normalize( vOutputDirection );\n\t\t\t\tvec2 uv = equirectUv( outputDirection );\n\n\t\t\t\tvec2 f = fract( uv / texelSize - 0.5 );\n\t\t\t\tuv -= f * texelSize;\n\t\t\t\tvec3 tl = envMapTexelToLinear( texture2D ( envMap, uv ) ).rgb;\n\t\t\t\tuv.x += texelSize.x;\n\t\t\t\tvec3 tr = envMapTexelToLinear( texture2D ( envMap, uv ) ).rgb;\n\t\t\t\tuv.y += texelSize.y;\n\t\t\t\tvec3 br = envMapTexelToLinear( texture2D ( envMap, uv ) ).rgb;\n\t\t\t\tuv.x -= texelSize.x;\n\t\t\t\tvec3 bl = envMapTexelToLinear( texture2D ( envMap, uv ) ).rgb;\n\n\t\t\t\tvec3 tm = mix( tl, tr, f.x );\n\t\t\t\tvec3 bm = mix( bl, br, f.x );\n\t\t\t\tgl_FragColor.rgb = mix( tm, bm, f.y );\n\n\t\t\t\tgl_FragColor = linearToOutputTexel( gl_FragColor );\n\n\t\t\t}\n\t\t`,blending:0,depthTest:!1,depthWrite:!1})}function Kh(){return new Io({name:"CubemapToCubeUV",uniforms:{envMap:{value:null},inputEncoding:{value:Nh[3e3]},outputEncoding:{value:Nh[3e3]}},vertexShader:$h(),fragmentShader:`\n\n\t\t\tprecision mediump float;\n\t\t\tprecision mediump int;\n\n\t\t\tvarying vec3 vOutputDirection;\n\n\t\t\tuniform samplerCube envMap;\n\n\t\t\t${tu()}\n\n\t\t\tvoid main() {\n\n\t\t\t\tgl_FragColor = vec4( 0.0, 0.0, 0.0, 1.0 );\n\t\t\t\tgl_FragColor.rgb = envMapTexelToLinear( textureCube( envMap, vec3( - vOutputDirection.x, vOutputDirection.yz ) ) ).rgb;\n\t\t\t\tgl_FragColor = linearToOutputTexel( gl_FragColor );\n\n\t\t\t}\n\t\t`,blending:0,depthTest:!1,depthWrite:!1})}function $h(){return"\n\n\t\tprecision mediump float;\n\t\tprecision mediump int;\n\n\t\tattribute vec3 position;\n\t\tattribute vec2 uv;\n\t\tattribute float faceIndex;\n\n\t\tvarying vec3 vOutputDirection;\n\n\t\t// RH coordinate system; PMREM face-indexing convention\n\t\tvec3 getDirection( vec2 uv, float face ) {\n\n\t\t\tuv = 2.0 * uv - 1.0;\n\n\t\t\tvec3 direction = vec3( uv, 1.0 );\n\n\t\t\tif ( face == 0.0 ) {\n\n\t\t\t\tdirection = direction.zyx; // ( 1, v, u ) pos x\n\n\t\t\t} else if ( face == 1.0 ) {\n\n\t\t\t\tdirection = direction.xzy;\n\t\t\t\tdirection.xz *= -1.0; // ( -u, 1, -v ) pos y\n\n\t\t\t} else if ( face == 2.0 ) {\n\n\t\t\t\tdirection.x *= -1.0; // ( -u, v, 1 ) pos z\n\n\t\t\t} else if ( face == 3.0 ) {\n\n\t\t\t\tdirection = direction.zyx;\n\t\t\t\tdirection.xz *= -1.0; // ( -1, v, -u ) neg x\n\n\t\t\t} else if ( face == 4.0 ) {\n\n\t\t\t\tdirection = direction.xzy;\n\t\t\t\tdirection.xy *= -1.0; // ( -u, -1, v ) neg y\n\n\t\t\t} else if ( face == 5.0 ) {\n\n\t\t\t\tdirection.z *= -1.0; // ( u, v, -1 ) neg z\n\n\t\t\t}\n\n\t\t\treturn direction;\n\n\t\t}\n\n\t\tvoid main() {\n\n\t\t\tvOutputDirection = getDirection( uv, faceIndex );\n\t\t\tgl_Position = vec4( position, 1.0 );\n\n\t\t}\n\t"}function tu(){return"\n\n\t\tuniform int inputEncoding;\n\t\tuniform int outputEncoding;\n\n\t\t#include <encodings_pars_fragment>\n\n\t\tvec4 inputTexelToLinear( vec4 value ) {\n\n\t\t\tif ( inputEncoding == 0 ) {\n\n\t\t\t\treturn value;\n\n\t\t\t} else if ( inputEncoding == 1 ) {\n\n\t\t\t\treturn sRGBToLinear( value );\n\n\t\t\t} else if ( inputEncoding == 2 ) {\n\n\t\t\t\treturn RGBEToLinear( value );\n\n\t\t\t} else if ( inputEncoding == 3 ) {\n\n\t\t\t\treturn RGBMToLinear( value, 7.0 );\n\n\t\t\t} else if ( inputEncoding == 4 ) {\n\n\t\t\t\treturn RGBMToLinear( value, 16.0 );\n\n\t\t\t} else if ( inputEncoding == 5 ) {\n\n\t\t\t\treturn RGBDToLinear( value, 256.0 );\n\n\t\t\t} else {\n\n\t\t\t\treturn GammaToLinear( value, 2.2 );\n\n\t\t\t}\n\n\t\t}\n\n\t\tvec4 linearToOutputTexel( vec4 value ) {\n\n\t\t\tif ( outputEncoding == 0 ) {\n\n\t\t\t\treturn value;\n\n\t\t\t} else if ( outputEncoding == 1 ) {\n\n\t\t\t\treturn LinearTosRGB( value );\n\n\t\t\t} else if ( outputEncoding == 2 ) {\n\n\t\t\t\treturn LinearToRGBE( value );\n\n\t\t\t} else if ( outputEncoding == 3 ) {\n\n\t\t\t\treturn LinearToRGBM( value, 7.0 );\n\n\t\t\t} else if ( outputEncoding == 4 ) {\n\n\t\t\t\treturn LinearToRGBM( value, 16.0 );\n\n\t\t\t} else if ( outputEncoding == 5 ) {\n\n\t\t\t\treturn LinearToRGBD( value, 256.0 );\n\n\t\t\t} else {\n\n\t\t\t\treturn LinearToGamma( value, 2.2 );\n\n\t\t\t}\n\n\t\t}\n\n\t\tvec4 envMapTexelToLinear( vec4 color ) {\n\n\t\t\treturn inputTexelToLinear( color );\n\n\t\t}\n\t"}ml.create=function(t,e){return console.log("THREE.Curve.create() has been deprecated"),t.prototype=Object.create(ml.prototype),t.prototype.constructor=t,t.prototype.getPoint=e,t},Bl.prototype.fromPoints=function(t){return console.warn("THREE.Path: .fromPoints() has been renamed to .setFromPoints()."),this.setFromPoints(t)},fh.prototype.setColors=function(){console.error("THREE.GridHelper: setColors() has been deprecated, pass them in the constructor instead.")},hh.prototype.update=function(){console.error("THREE.SkeletonHelper: update() no longer needs to be called.")},ol.prototype.extractUrlBase=function(t){return console.warn("THREE.Loader: .extractUrlBase() has been deprecated. Use THREE.LoaderUtils.extractUrlBase() instead."),rc.extractUrlBase(t)},ol.Handlers={add:function(){console.error("THREE.Loader: Handlers.add() has been removed. Use LoadingManager.addHandler() instead.")},get:function(){console.error("THREE.Loader: Handlers.get() has been removed. Use LoadingManager.getHandler() instead.")}},eh.prototype.center=function(t){return console.warn("THREE.Box2: .center() has been renamed to .getCenter()."),this.getCenter(t)},eh.prototype.empty=function(){return console.warn("THREE.Box2: .empty() has been renamed to .isEmpty()."),this.isEmpty()},eh.prototype.isIntersectionBox=function(t){return console.warn("THREE.Box2: .isIntersectionBox() has been renamed to .intersectsBox()."),this.intersectsBox(t)},eh.prototype.size=function(t){return console.warn("THREE.Box2: .size() has been renamed to .getSize()."),this.getSize(t)},Pt.prototype.center=function(t){return console.warn("THREE.Box3: .center() has been renamed to .getCenter()."),this.getCenter(t)},Pt.prototype.empty=function(){return console.warn("THREE.Box3: .empty() has been renamed to .isEmpty()."),this.isEmpty()},Pt.prototype.isIntersectionBox=function(t){return console.warn("THREE.Box3: .isIntersectionBox() has been renamed to .intersectsBox()."),this.intersectsBox(t)},Pt.prototype.isIntersectionSphere=function(t){return console.warn("THREE.Box3: .isIntersectionSphere() has been renamed to .intersectsSphere()."),this.intersectsSphere(t)},Pt.prototype.size=function(t){return console.warn("THREE.Box3: .size() has been renamed to .getSize()."),this.getSize(t)},Jt.prototype.empty=function(){return console.warn("THREE.Sphere: .empty() has been renamed to .isEmpty()."),this.isEmpty()},ai.prototype.setFromMatrix=function(t){return console.warn("THREE.Frustum: .setFromMatrix() has been renamed to .setFromProjectionMatrix()."),this.setFromProjectionMatrix(t)},rh.prototype.center=function(t){return console.warn("THREE.Line3: .center() has been renamed to .getCenter()."),this.getCenter(t)},yt.prototype.flattenToArrayOffset=function(t,e){return console.warn("THREE.Matrix3: .flattenToArrayOffset() has been deprecated. Use .toArray() instead."),this.toArray(t,e)},yt.prototype.multiplyVector3=function(t){return console.warn("THREE.Matrix3: .multiplyVector3() has been removed. Use vector.applyMatrix3( matrix ) instead."),t.applyMatrix3(this)},yt.prototype.multiplyVector3Array=function(){console.error("THREE.Matrix3: .multiplyVector3Array() has been removed.")},yt.prototype.applyToBufferAttribute=function(t){return console.warn("THREE.Matrix3: .applyToBufferAttribute() has been removed. Use attribute.applyMatrix3( matrix ) instead."),t.applyMatrix3(this)},yt.prototype.applyToVector3Array=function(){console.error("THREE.Matrix3: .applyToVector3Array() has been removed.")},yt.prototype.getInverse=function(t){return console.warn("THREE.Matrix3: .getInverse() has been removed. Use matrixInv.copy( matrix ).invert(); instead."),this.copy(t).invert()},se.prototype.extractPosition=function(t){return console.warn("THREE.Matrix4: .extractPosition() has been renamed to .copyPosition()."),this.copyPosition(t)},se.prototype.flattenToArrayOffset=function(t,e){return console.warn("THREE.Matrix4: .flattenToArrayOffset() has been deprecated. Use .toArray() instead."),this.toArray(t,e)},se.prototype.getPosition=function(){return console.warn("THREE.Matrix4: .getPosition() has been removed. Use Vector3.setFromMatrixPosition( matrix ) instead."),(new Lt).setFromMatrixColumn(this,3)},se.prototype.setRotationFromQuaternion=function(t){return console.warn("THREE.Matrix4: .setRotationFromQuaternion() has been renamed to .makeRotationFromQuaternion()."),this.makeRotationFromQuaternion(t)},se.prototype.multiplyToArray=function(){console.warn("THREE.Matrix4: .multiplyToArray() has been removed.")},se.prototype.multiplyVector3=function(t){return console.warn("THREE.Matrix4: .multiplyVector3() has been removed. Use vector.applyMatrix4( matrix ) instead."),t.applyMatrix4(this)},se.prototype.multiplyVector4=function(t){return console.warn("THREE.Matrix4: .multiplyVector4() has been removed. Use vector.applyMatrix4( matrix ) instead."),t.applyMatrix4(this)},se.prototype.multiplyVector3Array=function(){console.error("THREE.Matrix4: .multiplyVector3Array() has been removed.")},se.prototype.rotateAxis=function(t){console.warn("THREE.Matrix4: .rotateAxis() has been removed. Use Vector3.transformDirection( matrix ) instead."),t.transformDirection(this)},se.prototype.crossVector=function(t){return console.warn("THREE.Matrix4: .crossVector() has been removed. Use vector.applyMatrix4( matrix ) instead."),t.applyMatrix4(this)},se.prototype.translate=function(){console.error("THREE.Matrix4: .translate() has been removed.")},se.prototype.rotateX=function(){console.error("THREE.Matrix4: .rotateX() has been removed.")},se.prototype.rotateY=function(){console.error("THREE.Matrix4: .rotateY() has been removed.")},se.prototype.rotateZ=function(){console.error("THREE.Matrix4: .rotateZ() has been removed.")},se.prototype.rotateByAxis=function(){console.error("THREE.Matrix4: .rotateByAxis() has been removed.")},se.prototype.applyToBufferAttribute=function(t){return console.warn("THREE.Matrix4: .applyToBufferAttribute() has been removed. Use attribute.applyMatrix4( matrix ) instead."),t.applyMatrix4(this)},se.prototype.applyToVector3Array=function(){console.error("THREE.Matrix4: .applyToVector3Array() has been removed.")},se.prototype.makeFrustum=function(t,e,n,i,r,s){return console.warn("THREE.Matrix4: .makeFrustum() has been removed. Use .makePerspective( left, right, top, bottom, near, far ) instead."),this.makePerspective(t,e,i,n,r,s)},se.prototype.getInverse=function(t){return console.warn("THREE.Matrix4: .getInverse() has been removed. Use matrixInv.copy( matrix ).invert(); instead."),this.copy(t).invert()},Ne.prototype.isIntersectionLine=function(t){return console.warn("THREE.Plane: .isIntersectionLine() has been renamed to .intersectsLine()."),this.intersectsLine(t)},At.prototype.multiplyVector3=function(t){return console.warn("THREE.Quaternion: .multiplyVector3() has been removed. Use is now vector.applyQuaternion( quaternion ) instead."),t.applyQuaternion(this)},At.prototype.inverse=function(){return console.warn("THREE.Quaternion: .inverse() has been renamed to invert()."),this.invert()},re.prototype.isIntersectionBox=function(t){return console.warn("THREE.Ray: .isIntersectionBox() has been renamed to .intersectsBox()."),this.intersectsBox(t)},re.prototype.isIntersectionPlane=function(t){return console.warn("THREE.Ray: .isIntersectionPlane() has been renamed to .intersectsPlane()."),this.intersectsPlane(t)},re.prototype.isIntersectionSphere=function(t){return console.warn("THREE.Ray: .isIntersectionSphere() has been renamed to .intersectsSphere()."),this.intersectsSphere(t)},je.prototype.area=function(){return console.warn("THREE.Triangle: .area() has been renamed to .getArea()."),this.getArea()},je.prototype.barycoordFromPoint=function(t,e){return console.warn("THREE.Triangle: .barycoordFromPoint() has been renamed to .getBarycoord()."),this.getBarycoord(t,e)},je.prototype.midpoint=function(t){return console.warn("THREE.Triangle: .midpoint() has been renamed to .getMidpoint()."),this.getMidpoint(t)},je.prototypenormal=function(t){return console.warn("THREE.Triangle: .normal() has been renamed to .getNormal()."),this.getNormal(t)},je.prototype.plane=function(t){return console.warn("THREE.Triangle: .plane() has been renamed to .getPlane()."),this.getPlane(t)},je.barycoordFromPoint=function(t,e,n,i,r){return console.warn("THREE.Triangle: .barycoordFromPoint() has been renamed to .getBarycoord()."),je.getBarycoord(t,e,n,i,r)},je.normal=function(t,e,n,i){return console.warn("THREE.Triangle: .normal() has been renamed to .getNormal()."),je.getNormal(t,e,n,i)},zl.prototype.extractAllPoints=function(t){return console.warn("THREE.Shape: .extractAllPoints() has been removed. Use .extractPoints() instead."),this.extractPoints(t)},zl.prototype.extrude=function(t){return console.warn("THREE.Shape: .extrude() has been removed. Use ExtrudeGeometry() instead."),new go(this,t)},zl.prototype.makeGeometry=function(t){return console.warn("THREE.Shape: .makeGeometry() has been removed. Use ShapeGeometry() instead."),new Mo(this,t)},vt.prototype.fromAttribute=function(t,e,n){return console.warn("THREE.Vector2: .fromAttribute() has been renamed to .fromBufferAttribute()."),this.fromBufferAttribute(t,e,n)},vt.prototype.distanceToManhattan=function(t){return console.warn("THREE.Vector2: .distanceToManhattan() has been renamed to .manhattanDistanceTo()."),this.manhattanDistanceTo(t)},vt.prototype.lengthManhattan=function(){return console.warn("THREE.Vector2: .lengthManhattan() has been renamed to .manhattanLength()."),this.manhattanLength()},Lt.prototype.setEulerFromRotationMatrix=function(){console.error("THREE.Vector3: .setEulerFromRotationMatrix() has been removed. Use Euler.setFromRotationMatrix() instead.")},Lt.prototype.setEulerFromQuaternion=function(){console.error("THREE.Vector3: .setEulerFromQuaternion() has been removed. Use Euler.setFromQuaternion() instead.")},Lt.prototype.getPositionFromMatrix=function(t){return console.warn("THREE.Vector3: .getPositionFromMatrix() has been renamed to .setFromMatrixPosition()."),this.setFromMatrixPosition(t)},Lt.prototype.getScaleFromMatrix=function(t){return console.warn("THREE.Vector3: .getScaleFromMatrix() has been renamed to .setFromMatrixScale()."),this.setFromMatrixScale(t)},Lt.prototype.getColumnFromMatrix=function(t,e){return console.warn("THREE.Vector3: .getColumnFromMatrix() has been renamed to .setFromMatrixColumn()."),this.setFromMatrixColumn(e,t)},Lt.prototype.applyProjection=function(t){return console.warn("THREE.Vector3: .applyProjection() has been removed. Use .applyMatrix4( m ) instead."),this.applyMatrix4(t)},Lt.prototype.fromAttribute=function(t,e,n){return console.warn("THREE.Vector3: .fromAttribute() has been renamed to .fromBufferAttribute()."),this.fromBufferAttribute(t,e,n)},Lt.prototype.distanceToManhattan=function(t){return console.warn("THREE.Vector3: .distanceToManhattan() has been renamed to .manhattanDistanceTo()."),this.manhattanDistanceTo(t)},Lt.prototype.lengthManhattan=function(){return console.warn("THREE.Vector3: .lengthManhattan() has been renamed to .manhattanLength()."),this.manhattanLength()},St.prototype.fromAttribute=function(t,e,n){return console.warn("THREE.Vector4: .fromAttribute() has been renamed to .fromBufferAttribute()."),this.fromBufferAttribute(t,e,n)},St.prototype.lengthManhattan=function(){return console.warn("THREE.Vector4: .lengthManhattan() has been renamed to .manhattanLength()."),this.manhattanLength()},Ce.prototype.getChildByName=function(t){return console.warn("THREE.Object3D: .getChildByName() has been renamed to .getObjectByName()."),this.getObjectByName(t)},Ce.prototype.renderDepth=function(){console.warn("THREE.Object3D: .renderDepth has been removed. Use .renderOrder, instead.")},Ce.prototype.translate=function(t,e){return console.warn("THREE.Object3D: .translate() has been removed. Use .translateOnAxis( axis, distance ) instead."),this.translateOnAxis(e,t)},Ce.prototype.getWorldRotation=function(){console.error("THREE.Object3D: .getWorldRotation() has been removed. Use THREE.Object3D.getWorldQuaternion( target ) instead.")},Ce.prototype.applyMatrix=function(t){return console.warn("THREE.Object3D: .applyMatrix() has been renamed to .applyMatrix4()."),this.applyMatrix4(t)},Object.defineProperties(Ce.prototype,{eulerOrder:{get:function(){return console.warn("THREE.Object3D: .eulerOrder is now .rotation.order."),this.rotation.order},set:function(t){console.warn("THREE.Object3D: .eulerOrder is now .rotation.order."),this.rotation.order=t}},useQuaternion:{get:function(){console.warn("THREE.Object3D: .useQuaternion has been removed. The library now uses quaternions by default.")},set:function(){console.warn("THREE.Object3D: .useQuaternion has been removed. The library now uses quaternions by default.")}}}),Wn.prototype.setDrawMode=function(){console.error("THREE.Mesh: .setDrawMode() has been removed. The renderer now always assumes THREE.TrianglesDrawMode. Transform your geometry via BufferGeometryUtils.toTrianglesDrawMode() if necessary.")},Object.defineProperties(Wn.prototype,{drawMode:{get:function(){return console.error("THREE.Mesh: .drawMode has been removed. The renderer now always assumes THREE.TrianglesDrawMode."),0},set:function(){console.error("THREE.Mesh: .drawMode has been removed. The renderer now always assumes THREE.TrianglesDrawMode. Transform your geometry via BufferGeometryUtils.toTrianglesDrawMode() if necessary.")}}}),$s.prototype.initBones=function(){console.error("THREE.SkinnedMesh: initBones() has been removed.")},Kn.prototype.setLens=function(t,e){console.warn("THREE.PerspectiveCamera.setLens is deprecated. Use .setFocalLength and .filmGauge for a photographic setup."),void 0!==e&&(this.filmGauge=e),this.setFocalLength(t)},Object.defineProperties(Fl.prototype,{onlyShadow:{set:function(){console.warn("THREE.Light: .onlyShadow has been removed.")}},shadowCameraFov:{set:function(t){console.warn("THREE.Light: .shadowCameraFov is now .shadow.camera.fov."),this.shadow.camera.fov=t}},shadowCameraLeft:{set:function(t){console.warn("THREE.Light: .shadowCameraLeft is now .shadow.camera.left."),this.shadow.camera.left=t}},shadowCameraRight:{set:function(t){console.warn("THREE.Light: .shadowCameraRight is now .shadow.camera.right."),this.shadow.camera.right=t}},shadowCameraTop:{set:function(t){console.warn("THREE.Light: .shadowCameraTop is now .shadow.camera.top."),this.shadow.camera.top=t}},shadowCameraBottom:{set:function(t){console.warn("THREE.Light: .shadowCameraBottom is now .shadow.camera.bottom."),this.shadow.camera.bottom=t}},shadowCameraNear:{set:function(t){console.warn("THREE.Light: .shadowCameraNear is now .shadow.camera.near."),this.shadow.camera.near=t}},shadowCameraFar:{set:function(t){console.warn("THREE.Light: .shadowCameraFar is now .shadow.camera.far."),this.shadow.camera.far=t}},shadowCameraVisible:{set:function(){console.warn("THREE.Light: .shadowCameraVisible has been removed. Use new THREE.CameraHelper( light.shadow.camera ) instead.")}},shadowBias:{set:function(t){console.warn("THREE.Light: .shadowBias is now .shadow.bias."),this.shadow.bias=t}},shadowDarkness:{set:function(){console.warn("THREE.Light: .shadowDarkness has been removed.")}},shadowMapWidth:{set:function(t){console.warn("THREE.Light: .shadowMapWidth is now .shadow.mapSize.width."),this.shadow.mapSize.width=t}},shadowMapHeight:{set:function(t){console.warn("THREE.Light: .shadowMapHeight is now .shadow.mapSize.height."),this.shadow.mapSize.height=t}}}),Object.defineProperties(sn.prototype,{length:{get:function(){return console.warn("THREE.BufferAttribute: .length has been deprecated. Use .count instead."),this.array.length}},dynamic:{get:function(){return console.warn("THREE.BufferAttribute: .dynamic has been deprecated. Use .usage instead."),this.usage===nt},set:function(){console.warn("THREE.BufferAttribute: .dynamic has been deprecated. Use .usage instead."),this.setUsage(nt)}}}),sn.prototype.setDynamic=function(t){return console.warn("THREE.BufferAttribute: .setDynamic() has been deprecated. Use .setUsage() instead."),this.setUsage(!0===t?nt:et),this},sn.prototype.copyIndicesArray=function(){console.error("THREE.BufferAttribute: .copyIndicesArray() has been removed.")},sn.prototype.setArray=function(){console.error("THREE.BufferAttribute: .setArray has been removed. Use BufferGeometry .setAttribute to replace/resize attribute buffers")},En.prototype.addIndex=function(t){console.warn("THREE.BufferGeometry: .addIndex() has been renamed to .setIndex()."),this.setIndex(t)},En.prototype.addAttribute=function(t,e){return console.warn("THREE.BufferGeometry: .addAttribute() has been renamed to .setAttribute()."),e&&e.isBufferAttribute||e&&e.isInterleavedBufferAttribute?"index"===t?(console.warn("THREE.BufferGeometry.addAttribute: Use .setIndex() for index attribute."),this.setIndex(e),this):this.setAttribute(t,e):(console.warn("THREE.BufferGeometry: .addAttribute() now expects ( name, attribute )."),this.setAttribute(t,new sn(arguments[1],arguments[2])))},En.prototype.addDrawCall=function(t,e,n){void 0!==n&&console.warn("THREE.BufferGeometry: .addDrawCall() no longer supports indexOffset."),console.warn("THREE.BufferGeometry: .addDrawCall() is now .addGroup()."),this.addGroup(t,e)},En.prototype.clearDrawCalls=function(){console.warn("THREE.BufferGeometry: .clearDrawCalls() is now .clearGroups()."),this.clearGroups()},En.prototype.computeOffsets=function(){console.warn("THREE.BufferGeometry: .computeOffsets() has been removed.")},En.prototype.removeAttribute=function(t){return console.warn("THREE.BufferGeometry: .removeAttribute() has been renamed to .deleteAttribute()."),this.deleteAttribute(t)},En.prototype.applyMatrix=function(t){return console.warn("THREE.BufferGeometry: .applyMatrix() has been renamed to .applyMatrix4()."),this.applyMatrix4(t)},Object.defineProperties(En.prototype,{drawcalls:{get:function(){return console.error("THREE.BufferGeometry: .drawcalls has been renamed to .groups."),this.groups}},offsets:{get:function(){return console.warn("THREE.BufferGeometry: .offsets has been renamed to .groups."),this.groups}}}),Es.prototype.setDynamic=function(t){return console.warn("THREE.InterleavedBuffer: .setDynamic() has been deprecated. Use .setUsage() instead."),this.setUsage(!0===t?nt:et),this},Es.prototype.setArray=function(){console.error("THREE.InterleavedBuffer: .setArray has been removed. Use BufferGeometry .setAttribute to replace/resize attribute buffers")},go.prototype.getArrays=function(){console.error("THREE.ExtrudeGeometry: .getArrays() has been removed.")},go.prototype.addShapeList=function(){console.error("THREE.ExtrudeGeometry: .addShapeList() has been removed.")},go.prototype.addShape=function(){console.error("THREE.ExtrudeGeometry: .addShape() has been removed.")},Ts.prototype.dispose=function(){console.error("THREE.Scene: .dispose() has been removed.")},Zc.prototype.onUpdate=function(){return console.warn("THREE.Uniform: .onUpdate() has been removed. Use object.onBeforeRender() instead."),this},Object.defineProperties(Xe.prototype,{wrapAround:{get:function(){console.warn("THREE.Material: .wrapAround has been removed.")},set:function(){console.warn("THREE.Material: .wrapAround has been removed.")}},overdraw:{get:function(){console.warn("THREE.Material: .overdraw has been removed.")},set:function(){console.warn("THREE.Material: .overdraw has been removed.")}},wrapRGB:{get:function(){return console.warn("THREE.Material: .wrapRGB has been removed."),new tn}},shading:{get:function(){console.error("THREE."+this.type+": .shading has been removed. Use the boolean .flatShading instead.")},set:function(t){console.warn("THREE."+this.type+": .shading has been removed. Use the boolean .flatShading instead."),this.flatShading=1===t}},stencilMask:{get:function(){return console.warn("THREE."+this.type+": .stencilMask has been removed. Use .stencilFuncMask instead."),this.stencilFuncMask},set:function(t){console.warn("THREE."+this.type+": .stencilMask has been removed. Use .stencilFuncMask instead."),this.stencilFuncMask=t}}}),Object.defineProperties(Jn.prototype,{derivatives:{get:function(){return console.warn("THREE.ShaderMaterial: .derivatives has been moved to .extensions.derivatives."),this.extensions.derivatives},set:function(t){console.warn("THREE. ShaderMaterial: .derivatives has been moved to .extensions.derivatives."),this.extensions.derivatives=t}}}),ws.prototype.clearTarget=function(t,e,n,i){console.warn("THREE.WebGLRenderer: .clearTarget() has been deprecated. Use .setRenderTarget() and .clear() instead."),this.setRenderTarget(t),this.clear(e,n,i)},ws.prototype.animate=function(t){console.warn("THREE.WebGLRenderer: .animate() is now .setAnimationLoop()."),this.setAnimationLoop(t)},ws.prototype.getCurrentRenderTarget=function(){return console.warn("THREE.WebGLRenderer: .getCurrentRenderTarget() is now .getRenderTarget()."),this.getRenderTarget()},ws.prototype.getMaxAnisotropy=function(){return console.warn("THREE.WebGLRenderer: .getMaxAnisotropy() is now .capabilities.getMaxAnisotropy()."),this.capabilities.getMaxAnisotropy()},ws.prototype.getPrecision=function(){return console.warn("THREE.WebGLRenderer: .getPrecision() is now .capabilities.precision."),this.capabilities.precision},ws.prototype.resetGLState=function(){return console.warn("THREE.WebGLRenderer: .resetGLState() is now .state.reset()."),this.state.reset()},ws.prototype.supportsFloatTextures=function(){return console.warn("THREE.WebGLRenderer: .supportsFloatTextures() is now .extensions.get( 'OES_texture_float' )."),this.extensions.get("OES_texture_float")},ws.prototype.supportsHalfFloatTextures=function(){return console.warn("THREE.WebGLRenderer: .supportsHalfFloatTextures() is now .extensions.get( 'OES_texture_half_float' )."),this.extensions.get("OES_texture_half_float")},ws.prototype.supportsStandardDerivatives=function(){return console.warn("THREE.WebGLRenderer: .supportsStandardDerivatives() is now .extensions.get( 'OES_standard_derivatives' )."),this.extensions.get("OES_standard_derivatives")},ws.prototype.supportsCompressedTextureS3TC=function(){return console.warn("THREE.WebGLRenderer: .supportsCompressedTextureS3TC() is now .extensions.get( 'WEBGL_compressed_texture_s3tc' )."),this.extensions.get("WEBGL_compressed_texture_s3tc")},ws.prototype.supportsCompressedTexturePVRTC=function(){return console.warn("THREE.WebGLRenderer: .supportsCompressedTexturePVRTC() is now .extensions.get( 'WEBGL_compressed_texture_pvrtc' )."),this.extensions.get("WEBGL_compressed_texture_pvrtc")},ws.prototype.supportsBlendMinMax=function(){return console.warn("THREE.WebGLRenderer: .supportsBlendMinMax() is now .extensions.get( 'EXT_blend_minmax' )."),this.extensions.get("EXT_blend_minmax")},ws.prototype.supportsVertexTextures=function(){return console.warn("THREE.WebGLRenderer: .supportsVertexTextures() is now .capabilities.vertexTextures."),this.capabilities.vertexTextures},ws.prototype.supportsInstancedArrays=function(){return console.warn("THREE.WebGLRenderer: .supportsInstancedArrays() is now .extensions.get( 'ANGLE_instanced_arrays' )."),this.extensions.get("ANGLE_instanced_arrays")},ws.prototype.enableScissorTest=function(t){console.warn("THREE.WebGLRenderer: .enableScissorTest() is now .setScissorTest()."),this.setScissorTest(t)},ws.prototype.initMaterial=function(){console.warn("THREE.WebGLRenderer: .initMaterial() has been removed.")},ws.prototype.addPrePlugin=function(){console.warn("THREE.WebGLRenderer: .addPrePlugin() has been removed.")},ws.prototype.addPostPlugin=function(){console.warn("THREE.WebGLRenderer: .addPostPlugin() has been removed.")},ws.prototype.updateShadowMap=function(){console.warn("THREE.WebGLRenderer: .updateShadowMap() has been removed.")},ws.prototype.setFaceCulling=function(){console.warn("THREE.WebGLRenderer: .setFaceCulling() has been removed.")},ws.prototype.allocTextureUnit=function(){console.warn("THREE.WebGLRenderer: .allocTextureUnit() has been removed.")},ws.prototype.setTexture=function(){console.warn("THREE.WebGLRenderer: .setTexture() has been removed.")},ws.prototype.setTexture2D=function(){console.warn("THREE.WebGLRenderer: .setTexture2D() has been removed.")},ws.prototype.setTextureCube=function(){console.warn("THREE.WebGLRenderer: .setTextureCube() has been removed.")},ws.prototype.getActiveMipMapLevel=function(){return console.warn("THREE.WebGLRenderer: .getActiveMipMapLevel() is now .getActiveMipmapLevel()."),this.getActiveMipmapLevel()},Object.defineProperties(ws.prototype,{shadowMapEnabled:{get:function(){return this.shadowMap.enabled},set:function(t){console.warn("THREE.WebGLRenderer: .shadowMapEnabled is now .shadowMap.enabled."),this.shadowMap.enabled=t}},shadowMapType:{get:function(){return this.shadowMap.type},set:function(t){console.warn("THREE.WebGLRenderer: .shadowMapType is now .shadowMap.type."),this.shadowMap.type=t}},shadowMapCullFace:{get:function(){console.warn("THREE.WebGLRenderer: .shadowMapCullFace has been removed. Set Material.shadowSide instead.")},set:function(){console.warn("THREE.WebGLRenderer: .shadowMapCullFace has been removed. Set Material.shadowSide instead.")}},context:{get:function(){return console.warn("THREE.WebGLRenderer: .context has been removed. Use .getContext() instead."),this.getContext()}},vr:{get:function(){return console.warn("THREE.WebGLRenderer: .vr has been renamed to .xr"),this.xr}},gammaInput:{get:function(){return console.warn("THREE.WebGLRenderer: .gammaInput has been removed. Set the encoding for textures via Texture.encoding instead."),!1},set:function(){console.warn("THREE.WebGLRenderer: .gammaInput has been removed. Set the encoding for textures via Texture.encoding instead.")}},gammaOutput:{get:function(){return console.warn("THREE.WebGLRenderer: .gammaOutput has been removed. Set WebGLRenderer.outputEncoding instead."),!1},set:function(t){console.warn("THREE.WebGLRenderer: .gammaOutput has been removed. Set WebGLRenderer.outputEncoding instead."),this.outputEncoding=!0===t?Y:X}},toneMappingWhitePoint:{get:function(){return console.warn("THREE.WebGLRenderer: .toneMappingWhitePoint has been removed."),1},set:function(){console.warn("THREE.WebGLRenderer: .toneMappingWhitePoint has been removed.")}}}),Object.defineProperties(us.prototype,{cullFace:{get:function(){console.warn("THREE.WebGLRenderer: .shadowMap.cullFace has been removed. Set Material.shadowSide instead.")},set:function(){console.warn("THREE.WebGLRenderer: .shadowMap.cullFace has been removed. Set Material.shadowSide instead.")}},renderReverseSided:{get:function(){console.warn("THREE.WebGLRenderer: .shadowMap.renderReverseSided has been removed. Set Material.shadowSide instead.")},set:function(){console.warn("THREE.WebGLRenderer: .shadowMap.renderReverseSided has been removed. Set Material.shadowSide instead.")}},renderSingleSided:{get:function(){console.warn("THREE.WebGLRenderer: .shadowMap.renderSingleSided has been removed. Set Material.shadowSide instead.")},set:function(){console.warn("THREE.WebGLRenderer: .shadowMap.renderSingleSided has been removed. Set Material.shadowSide instead.")}}}),Object.defineProperties(Tt.prototype,{wrapS:{get:function(){return console.warn("THREE.WebGLRenderTarget: .wrapS is now .texture.wrapS."),this.texture.wrapS},set:function(t){console.warn("THREE.WebGLRenderTarget: .wrapS is now .texture.wrapS."),this.texture.wrapS=t}},wrapT:{get:function(){return console.warn("THREE.WebGLRenderTarget: .wrapT is now .texture.wrapT."),this.texture.wrapT},set:function(t){console.warn("THREE.WebGLRenderTarget: .wrapT is now .texture.wrapT."),this.texture.wrapT=t}},magFilter:{get:function(){return console.warn("THREE.WebGLRenderTarget: .magFilter is now .texture.magFilter."),this.texture.magFilter},set:function(t){console.warn("THREE.WebGLRenderTarget: .magFilter is now .texture.magFilter."),this.texture.magFilter=t}},minFilter:{get:function(){return console.warn("THREE.WebGLRenderTarget: .minFilter is now .texture.minFilter."),this.texture.minFilter},set:function(t){console.warn("THREE.WebGLRenderTarget: .minFilter is now .texture.minFilter."),this.texture.minFilter=t}},anisotropy:{get:function(){return console.warn("THREE.WebGLRenderTarget: .anisotropy is now .texture.anisotropy."),this.texture.anisotropy},set:function(t){console.warn("THREE.WebGLRenderTarget: .anisotropy is now .texture.anisotropy."),this.texture.anisotropy=t}},offset:{get:function(){return console.warn("THREE.WebGLRenderTarget: .offset is now .texture.offset."),this.texture.offset},set:function(t){console.warn("THREE.WebGLRenderTarget: .offset is now .texture.offset."),this.texture.offset=t}},repeat:{get:function(){return console.warn("THREE.WebGLRenderTarget: .repeat is now .texture.repeat."),this.texture.repeat},set:function(t){console.warn("THREE.WebGLRenderTarget: .repeat is now .texture.repeat."),this.texture.repeat=t}},format:{get:function(){return console.warn("THREE.WebGLRenderTarget: .format is now .texture.format."),this.texture.format},set:function(t){console.warn("THREE.WebGLRenderTarget: .format is now .texture.format."),this.texture.format=t}},type:{get:function(){return console.warn("THREE.WebGLRenderTarget: .type is now .texture.type."),this.texture.type},set:function(t){console.warn("THREE.WebGLRenderTarget: .type is now .texture.type."),this.texture.type=t}},generateMipmaps:{get:function(){return console.warn("THREE.WebGLRenderTarget: .generateMipmaps is now .texture.generateMipmaps."),this.texture.generateMipmaps},set:function(t){console.warn("THREE.WebGLRenderTarget: .generateMipmaps is now .texture.generateMipmaps."),this.texture.generateMipmaps=t}}}),Lc.prototype.load=function(t){console.warn("THREE.Audio: .load has been deprecated. Use THREE.AudioLoader instead.");const e=this;return(new vc).load(t,(function(t){e.setBuffer(t)})),this},Ic.prototype.getData=function(){return console.warn("THREE.AudioAnalyser: .getData() is now .getFrequencyData()."),this.getFrequencyData()},ti.prototype.updateCubeMap=function(t,e){return console.warn("THREE.CubeCamera: .updateCubeMap() is now .update()."),this.update(t,e)},ti.prototype.clear=function(t,e,n,i){return console.warn("THREE.CubeCamera: .clear() is now .renderTarget.clear()."),this.renderTarget.clear(t,e,n,i)},_t.crossOrigin=void 0,_t.loadTexture=function(t,e,n,i){console.warn("THREE.ImageUtils.loadTexture has been deprecated. Use THREE.TextureLoader() instead.");const r=new pl;r.setCrossOrigin(this.crossOrigin);const s=r.load(t,n,void 0,i);return e&&(s.mapping=e),s},_t.loadTextureCube=function(t,e,n,i){console.warn("THREE.ImageUtils.loadTextureCube has been deprecated. Use THREE.CubeTextureLoader() instead.");const r=new ul;r.setCrossOrigin(this.crossOrigin);const s=r.load(t,n,void 0,i);return e&&(s.mapping=e),s},_t.loadCompressedTexture=function(){console.error("THREE.ImageUtils.loadCompressedTexture has been removed. Use THREE.DDSLoader instead.")},_t.loadCompressedTextureCube=function(){console.error("THREE.ImageUtils.loadCompressedTextureCube has been removed. Use THREE.DDSLoader instead.")};const eu={createMultiMaterialObject:function(){console.error("THREE.SceneUtils has been moved to /examples/jsm/utils/SceneUtils.js")},detach:function(){console.error("THREE.SceneUtils has been moved to /examples/jsm/utils/SceneUtils.js")},attach:function(){console.error("THREE.SceneUtils has been moved to /examples/jsm/utils/SceneUtils.js")}};"undefined"!=typeof __THREE_DEVTOOLS__&&__THREE_DEVTOOLS__.dispatchEvent(new CustomEvent("register",{detail:{revision:e}})),"undefined"!=typeof window&&(window.__THREE__?console.warn("WARNING: Multiple instances of Three.js being imported."):window.__THREE__=e),t.ACESFilmicToneMapping=4,t.AddEquation=n,t.AddOperation=2,t.AdditiveAnimationBlendMode=q,t.AdditiveBlending=2,t.AlphaFormat=1021,t.AlwaysDepth=1,t.AlwaysStencilFunc=519,t.AmbientLight=$l,t.AmbientLightProbe=xc,t.AnimationClip=nl,t.AnimationLoader=class extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=new cl(this.manager);s.setPath(this.path),s.setRequestHeader(this.requestHeader),s.setWithCredentials(this.withCredentials),s.load(t,(function(n){try{e(r.parse(JSON.parse(n)))}catch(e){i?i(e):console.error(e),r.manager.itemError(t)}}),n,i)}parse(t){const e=[];for(let n=0;n<t.length;n++){const i=nl.parse(t[n]);e.push(i)}return e}},t.AnimationMixer=Yc,t.AnimationObjectGroup=qc,t.AnimationUtils=Vo,t.ArcCurve=gl,t.ArrayCamera=fs,t.ArrowHelper=class extends Ce{constructor(t=new Lt(0,0,1),e=new Lt(0,0,0),n=1,i=16776960,r=.2*n,s=.2*r){super(),this.type="ArrowHelper",void 0===Th&&(Th=new En,Th.setAttribute("position",new mn([0,0,0,0,1,0],3)),Eh=new Da(0,.5,1,5,1),Eh.translate(0,-.5,0)),this.position.copy(e),this.line=new fa(Th,new ca({color:i,toneMapped:!1})),this.line.matrixAutoUpdate=!1,this.add(this.line),this.cone=new Wn(Eh,new en({color:i,toneMapped:!1})),this.cone.matrixAutoUpdate=!1,this.add(this.cone),this.setDirection(t),this.setLength(n,r,s)}setDirection(t){if(t.y>.99999)this.quaternion.set(0,0,0,1);else if(t.y<-.99999)this.quaternion.set(1,0,0,0);else{Sh.set(t.z,0,-t.x).normalize();const e=Math.acos(t.y);this.quaternion.setFromAxisAngle(Sh,e)}}setLength(t,e=.2*t,n=.2*e){this.line.scale.set(1,Math.max(1e-4,t-e),1),this.line.updateMatrix(),this.cone.scale.set(n,e,n),this.cone.position.y=t,this.cone.updateMatrix()}setColor(t){this.line.material.color.set(t),this.cone.material.color.set(t)}copy(t){return super.copy(t,!1),this.line.copy(t.line),this.cone.copy(t.cone),this}},t.Audio=Lc,t.AudioAnalyser=Ic,t.AudioContext=gc,t.AudioListener=class extends Ce{constructor(){super(),this.type="AudioListener",this.context=gc.getContext(),this.gain=this.context.createGain(),this.gain.connect(this.context.destination),this.filter=null,this.timeDelta=0,this._clock=new bc}getInput(){return this.gain}removeFilter(){return null!==this.filter&&(this.gain.disconnect(this.filter),this.filter.disconnect(this.context.destination),this.gain.connect(this.context.destination),this.filter=null),this}getFilter(){return this.filter}setFilter(t){return null!==this.filter?(this.gain.disconnect(this.filter),this.filter.disconnect(this.context.destination)):this.gain.disconnect(this.context.destination),this.filter=t,this.gain.connect(this.filter),this.filter.connect(this.context.destination),this}getMasterVolume(){return this.gain.gain.value}setMasterVolume(t){return this.gain.gain.setTargetAtTime(t,this.context.currentTime,.01),this}updateMatrixWorld(t){super.updateMatrixWorld(t);const e=this.context.listener,n=this.up;if(this.timeDelta=this._clock.getDelta(),this.matrixWorld.decompose(Sc,Tc,Ec),Ac.set(0,0,-1).applyQuaternion(Tc),e.positionX){const t=this.context.currentTime+this.timeDelta;e.positionX.linearRampToValueAtTime(Sc.x,t),e.positionY.linearRampToValueAtTime(Sc.y,t),e.positionZ.linearRampToValueAtTime(Sc.z,t),e.forwardX.linearRampToValueAtTime(Ac.x,t),e.forwardY.linearRampToValueAtTime(Ac.y,t),e.forwardZ.linearRampToValueAtTime(Ac.z,t),e.upX.linearRampToValueAtTime(n.x,t),e.upY.linearRampToValueAtTime(n.y,t),e.upZ.linearRampToValueAtTime(n.z,t)}else e.setPosition(Sc.x,Sc.y,Sc.z),e.setOrientation(Ac.x,Ac.y,Ac.z,n.x,n.y,n.z)}},t.AudioLoader=vc,t.AxesHelper=Ah,t.AxisHelper=function(t){return console.warn("THREE.AxisHelper has been renamed to THREE.AxesHelper."),new Ah(t)},t.BackSide=1,t.BasicDepthPacking=3200,t.BasicShadowMap=0,t.BinaryTextureLoader=function(t){return console.warn("THREE.BinaryTextureLoader has been renamed to THREE.DataTextureLoader."),new dl(t)},t.Bone=ta,t.BooleanKeyframeTrack=Zo,t.BoundingBoxHelper=function(t,e){return console.warn("THREE.BoundingBoxHelper has been deprecated. Creating a THREE.BoxHelper instead."),new Mh(t,e)},t.Box2=eh,t.Box3=Pt,t.Box3Helper=class extends ya{constructor(t,e=16776960){const n=new Uint16Array([0,1,1,2,2,3,3,0,4,5,5,6,6,7,7,4,0,4,1,5,2,6,3,7]),i=new En;i.setIndex(new sn(n,1)),i.setAttribute("position",new mn([1,1,1,-1,1,1,-1,-1,1,1,-1,1,1,1,-1,-1,1,-1,-1,-1,-1,1,-1,-1],3)),super(i,new ca({color:e,toneMapped:!1})),this.box=t,this.type="Box3Helper",this.geometry.computeBoundingSphere()}updateMatrixWorld(t){const e=this.box;e.isEmpty()||(e.getCenter(this.position),e.getSize(this.scale),this.scale.multiplyScalar(.5),super.updateMatrixWorld(t))}},t.BoxBufferGeometry=qn,t.BoxGeometry=qn,t.BoxHelper=Mh,t.BufferAttribute=sn,t.BufferGeometry=En,t.BufferGeometryLoader=oc,t.ByteType=1010,t.Cache=rl,t.Camera=Qn,t.CameraHelper=class extends ya{constructor(t){const e=new En,n=new ca({color:16777215,vertexColors:!0,toneMapped:!1}),i=[],r=[],s={},a=new tn(16755200),o=new tn(16711680),l=new tn(43775),c=new tn(16777215),h=new tn(3355443);function u(t,e,n){d(t,n),d(e,n)}function d(t,e){i.push(0,0,0),r.push(e.r,e.g,e.b),void 0===s[t]&&(s[t]=[]),s[t].push(i.length/3-1)}u("n1","n2",a),u("n2","n4",a),u("n4","n3",a),u("n3","n1",a),u("f1","f2",a),u("f2","f4",a),u("f4","f3",a),u("f3","f1",a),u("n1","f1",a),u("n2","f2",a),u("n3","f3",a),u("n4","f4",a),u("p","n1",o),u("p","n2",o),u("p","n3",o),u("p","n4",o),u("u1","u2",l),u("u2","u3",l),u("u3","u1",l),u("c","t",c),u("p","c",h),u("cn1","cn2",h),u("cn3","cn4",h),u("cf1","cf2",h),u("cf3","cf4",h),e.setAttribute("position",new mn(i,3)),e.setAttribute("color",new mn(r,3)),super(e,n),this.type="CameraHelper",this.camera=t,this.camera.updateProjectionMatrix&&this.camera.updateProjectionMatrix(),this.matrix=t.matrixWorld,this.matrixAutoUpdate=!1,this.pointMap=s,this.update()}update(){const t=this.geometry,e=this.pointMap;_h.projectionMatrixInverse.copy(this.camera.projectionMatrixInverse),wh("c",e,t,_h,0,0,-1),wh("t",e,t,_h,0,0,1),wh("n1",e,t,_h,-1,-1,-1),wh("n2",e,t,_h,1,-1,-1),wh("n3",e,t,_h,-1,1,-1),wh("n4",e,t,_h,1,1,-1),wh("f1",e,t,_h,-1,-1,1),wh("f2",e,t,_h,1,-1,1),wh("f3",e,t,_h,-1,1,1),wh("f4",e,t,_h,1,1,1),wh("u1",e,t,_h,.7,1.1,-1),wh("u2",e,t,_h,-.7,1.1,-1),wh("u3",e,t,_h,0,2,-1),wh("cf1",e,t,_h,-1,0,1),wh("cf2",e,t,_h,1,0,1),wh("cf3",e,t,_h,0,-1,1),wh("cf4",e,t,_h,0,1,1),wh("cn1",e,t,_h,-1,0,-1),wh("cn2",e,t,_h,1,0,-1),wh("cn3",e,t,_h,0,-1,-1),wh("cn4",e,t,_h,0,1,-1),t.getAttribute("position").needsUpdate=!0}dispose(){this.geometry.dispose(),this.material.dispose()}},t.CanvasRenderer=function(){console.error("THREE.CanvasRenderer has been removed")},t.CanvasTexture=Ra,t.CatmullRomCurve3=bl,t.CineonToneMapping=3,t.CircleBufferGeometry=Pa,t.CircleGeometry=Pa,t.ClampToEdgeWrapping=u,t.Clock=bc,t.Color=tn,t.ColorKeyframeTrack=Jo,t.CompressedTexture=La,t.CompressedTextureLoader=class extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=[],a=new La,o=new cl(this.manager);o.setPath(this.path),o.setResponseType("arraybuffer"),o.setRequestHeader(this.requestHeader),o.setWithCredentials(r.withCredentials);let l=0;function c(c){o.load(t[c],(function(t){const n=r.parse(t,!0);s[c]={width:n.width,height:n.height,format:n.format,mipmaps:n.mipmaps},l+=1,6===l&&(1===n.mipmapCount&&(a.minFilter=g),a.image=s,a.format=n.format,a.needsUpdate=!0,e&&e(a))}),n,i)}if(Array.isArray(t))for(let e=0,n=t.length;e<n;++e)c(e);else o.load(t,(function(t){const n=r.parse(t,!0);if(n.isCubemap){const t=n.mipmaps.length/n.mipmapCount;for(let e=0;e<t;e++){s[e]={mipmaps:[]};for(let t=0;t<n.mipmapCount;t++)s[e].mipmaps.push(n.mipmaps[e*n.mipmapCount+t]),s[e].format=n.format,s[e].width=n.width,s[e].height=n.height}a.image=s}else a.image.width=n.width,a.image.height=n.height,a.mipmaps=n.mipmaps;1===n.mipmapCount&&(a.minFilter=g),a.format=n.format,a.needsUpdate=!0,e&&e(a)}),n,i);return a}},t.ConeBufferGeometry=Ia,t.ConeGeometry=Ia,t.CubeCamera=ti,t.CubeReflectionMapping=r,t.CubeRefractionMapping=s,t.CubeTexture=ei,t.CubeTextureLoader=ul,t.CubeUVReflectionMapping=l,t.CubeUVRefractionMapping=c,t.CubicBezierCurve=El,t.CubicBezierCurve3=Al,t.CubicInterpolant=jo,t.CullFaceBack=1,t.CullFaceFront=2,t.CullFaceFrontBack=3,t.CullFaceNone=0,t.Curve=ml,t.CurvePath=Nl,t.CustomBlending=5,t.CustomToneMapping=5,t.CylinderBufferGeometry=Da,t.CylinderGeometry=Da,t.Cylindrical=class{constructor(t=1,e=0,n=0){return this.radius=t,this.theta=e,this.y=n,this}set(t,e,n){return this.radius=t,this.theta=e,this.y=n,this}copy(t){return this.radius=t.radius,this.theta=t.theta,this.y=t.y,this}setFromVector3(t){return this.setFromCartesianCoords(t.x,t.y,t.z)}setFromCartesianCoords(t,e,n){return this.radius=Math.sqrt(t*t+n*n),this.theta=Math.atan2(t,n),this.y=e,this}clone(){return(new this.constructor).copy(this)}},t.DataTexture=ii,t.DataTexture2DArray=Ai,t.DataTexture3D=Li,t.DataTextureLoader=dl,t.DataUtils=class{static toHalfFloat(t){Lh[0]=t;const e=Rh[0];let n=e>>16&32768,i=e>>12&2047;const r=e>>23&255;return r<103?n:r>142?(n|=31744,n|=(255==r?0:1)&&8388607&e,n):r<113?(i|=2048,n|=(i>>114-r)+(i>>113-r&1),n):(n|=r-112<<10|i>>1,n+=1&i,n)}},t.DecrementStencilOp=7683,t.DecrementWrapStencilOp=34056,t.DefaultLoadingManager=al,t.DepthFormat=A,t.DepthStencilFormat=L,t.DepthTexture=Ca,t.DirectionalLight=Kl,t.DirectionalLightHelper=class extends Ce{constructor(t,e,n){super(),this.light=t,this.light.updateMatrixWorld(),this.matrix=t.matrixWorld,this.matrixAutoUpdate=!1,this.color=n,void 0===e&&(e=1);let i=new En;i.setAttribute("position",new mn([-e,e,0,e,e,0,e,-e,0,-e,-e,0,-e,e,0],3));const r=new ca({fog:!1,toneMapped:!1});this.lightPlane=new fa(i,r),this.add(this.lightPlane),i=new En,i.setAttribute("position",new mn([0,0,0,0,0,1],3)),this.targetLine=new fa(i,r),this.add(this.targetLine),this.update()}dispose(){this.lightPlane.geometry.dispose(),this.lightPlane.material.dispose(),this.targetLine.geometry.dispose(),this.targetLine.material.dispose()}update(){gh.setFromMatrixPosition(this.light.matrixWorld),vh.setFromMatrixPosition(this.light.target.matrixWorld),yh.subVectors(vh,gh),this.lightPlane.lookAt(vh),void 0!==this.color?(this.lightPlane.material.color.set(this.color),this.targetLine.material.color.set(this.color)):(this.lightPlane.material.color.copy(this.light.color),this.targetLine.material.color.copy(this.light.color)),this.targetLine.lookAt(vh),this.targetLine.scale.z=yh.length()}},t.DiscreteInterpolant=Xo,t.DodecahedronBufferGeometry=Ba,t.DodecahedronGeometry=Ba,t.DoubleSide=2,t.DstAlphaFactor=206,t.DstColorFactor=208,t.DynamicBufferAttribute=function(t,e){return console.warn("THREE.DynamicBufferAttribute has been removed. Use new THREE.BufferAttribute().setUsage( THREE.DynamicDrawUsage ) instead."),new sn(t,e).setUsage(nt)},t.DynamicCopyUsage=35050,t.DynamicDrawUsage=nt,t.DynamicReadUsage=35049,t.EdgesGeometry=Ga,t.EdgesHelper=function(t,e){return console.warn("THREE.EdgesHelper has been removed. Use THREE.EdgesGeometry instead."),new ya(new Ga(t.geometry),new ca({color:void 0!==e?e:16777215}))},t.EllipseCurve=fl,t.EqualDepth=4,t.EqualStencilFunc=514,t.EquirectangularReflectionMapping=a,t.EquirectangularRefractionMapping=o,t.Euler=fe,t.EventDispatcher=rt,t.ExtrudeBufferGeometry=go,t.ExtrudeGeometry=go,t.FaceColors=1,t.FileLoader=cl,t.FlatShading=1,t.Float16BufferAttribute=pn,t.Float32Attribute=function(t,e){return console.warn("THREE.Float32Attribute has been removed. Use new THREE.Float32BufferAttribute() instead."),new mn(t,e)},t.Float32BufferAttribute=mn,t.Float64Attribute=function(t,e){return console.warn("THREE.Float64Attribute has been removed. Use new THREE.Float64BufferAttribute() instead."),new fn(t,e)},t.Float64BufferAttribute=fn,t.FloatType=b,t.Fog=Ss,t.FogExp2=Ms,t.Font=pc,t.FontLoader=class extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=new cl(this.manager);s.setPath(this.path),s.setRequestHeader(this.requestHeader),s.setWithCredentials(r.withCredentials),s.load(t,(function(t){let n;try{n=JSON.parse(t)}catch(e){console.warn("THREE.FontLoader: typeface.js support is being deprecated. Use typeface.json instead."),n=JSON.parse(t.substring(65,t.length-2))}const i=r.parse(n);e&&e(i)}),n,i)}parse(t){return new pc(t)}},t.FrontSide=0,t.Frustum=ai,t.GLBufferAttribute=Qc,t.GLSL1="100",t.GLSL3=it,t.GammaEncoding=Z,t.GreaterDepth=6,t.GreaterEqualDepth=5,t.GreaterEqualStencilFunc=518,t.GreaterStencilFunc=516,t.GridHelper=fh,t.Group=gs,t.HalfFloatType=M,t.HemisphereLight=Ol,t.HemisphereLightHelper=class extends Ce{constructor(t,e,n){super(),this.light=t,this.light.updateMatrixWorld(),this.matrix=t.matrixWorld,this.matrixAutoUpdate=!1,this.color=n;const i=new _o(e);i.rotateY(.5*Math.PI),this.material=new en({wireframe:!0,fog:!1,toneMapped:!1}),void 0===this.color&&(this.material.vertexColors=!0);const r=i.getAttribute("position"),s=new Float32Array(3*r.count);i.setAttribute("color",new sn(s,3)),this.add(new Wn(i,this.material)),this.update()}dispose(){this.children[0].geometry.dispose(),this.children[0].material.dispose()}update(){const t=this.children[0];if(void 0!==this.color)this.material.color.set(this.color);else{const e=t.geometry.getAttribute("color");ph.copy(this.light.color),mh.copy(this.light.groundColor);for(let t=0,n=e.count;t<n;t++){const i=t<n/2?ph:mh;e.setXYZ(t,i.r,i.g,i.b)}e.needsUpdate=!0}t.lookAt(dh.setFromMatrixPosition(this.light.matrixWorld).negate())}},t.HemisphereLightProbe=yc,t.IcosahedronBufferGeometry=yo,t.IcosahedronGeometry=yo,t.ImageBitmapLoader=uc,t.ImageLoader=hl,t.ImageUtils=_t,t.ImmediateRenderObject=sh,t.IncrementStencilOp=7682,t.IncrementWrapStencilOp=34055,t.InstancedBufferAttribute=ac,t.InstancedBufferGeometry=sc,t.InstancedInterleavedBuffer=Jc,t.InstancedMesh=la,t.Int16Attribute=function(t,e){return console.warn("THREE.Int16Attribute has been removed. Use new THREE.Int16BufferAttribute() instead."),new cn(t,e)},t.Int16BufferAttribute=cn,t.Int32Attribute=function(t,e){return console.warn("THREE.Int32Attribute has been removed. Use new THREE.Int32BufferAttribute() instead."),new un(t,e)},t.Int32BufferAttribute=un,t.Int8Attribute=function(t,e){return console.warn("THREE.Int8Attribute has been removed. Use new THREE.Int8BufferAttribute() instead."),new an(t,e)},t.Int8BufferAttribute=an,t.IntType=1013,t.InterleavedBuffer=Es,t.InterleavedBufferAttribute=Ls,t.Interpolant=Wo,t.InterpolateDiscrete=H,t.InterpolateLinear=G,t.InterpolateSmooth=U,t.InvertStencilOp=5386,t.JSONLoader=function(){console.error("THREE.JSONLoader has been removed.")},t.KeepStencilOp=tt,t.KeyframeTrack=Yo,t.LOD=Xs,t.LatheBufferGeometry=xo,t.LatheGeometry=xo,t.Layers=ge,t.LensFlare=function(){console.error("THREE.LensFlare has been moved to /examples/jsm/objects/Lensflare.js")},t.LessDepth=2,t.LessEqualDepth=3,t.LessEqualStencilFunc=515,t.LessStencilFunc=513,t.Light=Fl,t.LightProbe=nc,t.Line=fa,t.Line3=rh,t.LineBasicMaterial=ca,t.LineCurve=Ll,t.LineCurve3=Rl,t.LineDashedMaterial=Uo,t.LineLoop=xa,t.LinePieces=1,t.LineSegments=ya,t.LineStrip=0,t.LinearEncoding=X,t.LinearFilter=g,t.LinearInterpolant=qo,t.LinearMipMapLinearFilter=1008,t.LinearMipMapNearestFilter=1007,t.LinearMipmapLinearFilter=y,t.LinearMipmapNearestFilter=v,t.LinearToneMapping=1,t.Loader=ol,t.LoaderUtils=rc,t.LoadingManager=sl,t.LogLuvEncoding=3003,t.LoopOnce=2200,t.LoopPingPong=2202,t.LoopRepeat=2201,t.LuminanceAlphaFormat=1025,t.LuminanceFormat=1024,t.MOUSE={LEFT:0,MIDDLE:1,RIGHT:2,ROTATE:0,DOLLY:1,PAN:2},t.Material=Xe,t.MaterialLoader=ic,t.Math=gt,t.MathUtils=gt,t.Matrix3=yt,t.Matrix4=se,t.MaxEquation=104,t.Mesh=Wn,t.MeshBasicMaterial=en,t.MeshDepthMaterial=cs,t.MeshDistanceMaterial=hs,t.MeshFaceMaterial=function(t){return console.warn("THREE.MeshFaceMaterial has been removed. Use an Array instead."),t},t.MeshLambertMaterial=Ho,t.MeshMatcapMaterial=Go,t.MeshNormalMaterial=Oo,t.MeshPhongMaterial=zo,t.MeshPhysicalMaterial=Bo,t.MeshStandardMaterial=No,t.MeshToonMaterial=Fo,t.MinEquation=103,t.MirroredRepeatWrapping=d,t.MixOperation=1,t.MultiMaterial=function(t=[]){return console.warn("THREE.MultiMaterial has been removed. Use an Array instead."),t.isMultiMaterial=!0,t.materials=t,t.clone=function(){return t.slice()},t},t.MultiplyBlending=4,t.MultiplyOperation=0,t.NearestFilter=p,t.NearestMipMapLinearFilter=1005,t.NearestMipMapNearestFilter=1004,t.NearestMipmapLinearFilter=f,t.NearestMipmapNearestFilter=m,t.NeverDepth=0,t.NeverStencilFunc=512,t.NoBlending=0,t.NoColors=0,t.NoToneMapping=0,t.NormalAnimationBlendMode=j,t.NormalBlending=1,t.NotEqualDepth=7,t.NotEqualStencilFunc=517,t.NumberKeyframeTrack=Qo,t.Object3D=Ce,t.ObjectLoader=class extends ol{constructor(t){super(t)}load(t,e,n,i){const r=this,s=""===this.path?rc.extractUrlBase(t):this.path;this.resourcePath=this.resourcePath||s;const a=new cl(this.manager);a.setPath(this.path),a.setRequestHeader(this.requestHeader),a.setWithCredentials(this.withCredentials),a.load(t,(function(n){let s=null;try{s=JSON.parse(n)}catch(e){return void 0!==i&&i(e),void console.error("THREE:ObjectLoader: Can't parse "+t+".",e.message)}const a=s.metadata;void 0!==a&&void 0!==a.type&&"geometry"!==a.type.toLowerCase()?r.parse(s,e):console.error("THREE.ObjectLoader: Can't load "+t)}),n,i)}parse(t,e){const n=this.parseAnimations(t.animations),i=this.parseShapes(t.shapes),r=this.parseGeometries(t.geometries,i),s=this.parseImages(t.images,(function(){void 0!==e&&e(l)})),a=this.parseTextures(t.textures,s),o=this.parseMaterials(t.materials,a),l=this.parseObject(t.object,r,o,n),c=this.parseSkeletons(t.skeletons,l);if(this.bindSkeletons(l,c),void 0!==e){let t=!1;for(const e in s)if(s[e]instanceof HTMLImageElement){t=!0;break}!1===t&&e(l)}return l}parseShapes(t){const e={};if(void 0!==t)for(let n=0,i=t.length;n<i;n++){const i=(new zl).fromJSON(t[n]);e[i.uuid]=i}return e}parseSkeletons(t,e){const n={},i={};if(e.traverse((function(t){t.isBone&&(i[t.uuid]=t)})),void 0!==t)for(let e=0,r=t.length;e<r;e++){const r=(new ia).fromJSON(t[e],i);n[r.uuid]=r}return n}parseGeometries(t,e){const n={};let i;if(void 0!==t){const r=new oc;for(let s=0,a=t.length;s<a;s++){let a;const o=t[s];switch(o.type){case"PlaneGeometry":case"PlaneBufferGeometry":a=new Po[o.type](o.width,o.height,o.widthSegments,o.heightSegments);break;case"BoxGeometry":case"BoxBufferGeometry":a=new Po[o.type](o.width,o.height,o.depth,o.widthSegments,o.heightSegments,o.depthSegments);break;case"CircleGeometry":case"CircleBufferGeometry":a=new Po[o.type](o.radius,o.segments,o.thetaStart,o.thetaLength);break;case"CylinderGeometry":case"CylinderBufferGeometry":a=new Po[o.type](o.radiusTop,o.radiusBottom,o.height,o.radialSegments,o.heightSegments,o.openEnded,o.thetaStart,o.thetaLength);break;case"ConeGeometry":case"ConeBufferGeometry":a=new Po[o.type](o.radius,o.height,o.radialSegments,o.heightSegments,o.openEnded,o.thetaStart,o.thetaLength);break;case"SphereGeometry":case"SphereBufferGeometry":a=new Po[o.type](o.radius,o.widthSegments,o.heightSegments,o.phiStart,o.phiLength,o.thetaStart,o.thetaLength);break;case"DodecahedronGeometry":case"DodecahedronBufferGeometry":case"IcosahedronGeometry":case"IcosahedronBufferGeometry":case"OctahedronGeometry":case"OctahedronBufferGeometry":case"TetrahedronGeometry":case"TetrahedronBufferGeometry":a=new Po[o.type](o.radius,o.detail);break;case"RingGeometry":case"RingBufferGeometry":a=new Po[o.type](o.innerRadius,o.outerRadius,o.thetaSegments,o.phiSegments,o.thetaStart,o.thetaLength);break;case"TorusGeometry":case"TorusBufferGeometry":a=new Po[o.type](o.radius,o.tube,o.radialSegments,o.tubularSegments,o.arc);break;case"TorusKnotGeometry":case"TorusKnotBufferGeometry":a=new Po[o.type](o.radius,o.tube,o.tubularSegments,o.radialSegments,o.p,o.q);break;case"TubeGeometry":case"TubeBufferGeometry":a=new Po[o.type]((new Il[o.path.type]).fromJSON(o.path),o.tubularSegments,o.radius,o.radialSegments,o.closed);break;case"LatheGeometry":case"LatheBufferGeometry":a=new Po[o.type](o.points,o.segments,o.phiStart,o.phiLength);break;case"PolyhedronGeometry":case"PolyhedronBufferGeometry":a=new Po[o.type](o.vertices,o.indices,o.radius,o.details);break;case"ShapeGeometry":case"ShapeBufferGeometry":i=[];for(let t=0,n=o.shapes.length;t<n;t++){const n=e[o.shapes[t]];i.push(n)}a=new Po[o.type](i,o.curveSegments);break;case"ExtrudeGeometry":case"ExtrudeBufferGeometry":i=[];for(let t=0,n=o.shapes.length;t<n;t++){const n=e[o.shapes[t]];i.push(n)}const t=o.options.extrudePath;void 0!==t&&(o.options.extrudePath=(new Il[t.type]).fromJSON(t)),a=new Po[o.type](i,o.options);break;case"BufferGeometry":case"InstancedBufferGeometry":a=r.parse(o);break;case"Geometry":console.error('THREE.ObjectLoader: Loading "Geometry" is not supported anymore.');break;default:console.warn('THREE.ObjectLoader: Unsupported geometry type "'+o.type+'"');continue}a.uuid=o.uuid,void 0!==o.name&&(a.name=o.name),!0===a.isBufferGeometry&&void 0!==o.userData&&(a.userData=o.userData),n[o.uuid]=a}}return n}parseMaterials(t,e){const n={},i={};if(void 0!==t){const r=new ic;r.setTextures(e);for(let e=0,s=t.length;e<s;e++){const s=t[e];if("MultiMaterial"===s.type){const t=[];for(let e=0;e<s.materials.length;e++){const i=s.materials[e];void 0===n[i.uuid]&&(n[i.uuid]=r.parse(i)),t.push(n[i.uuid])}i[s.uuid]=t}else void 0===n[s.uuid]&&(n[s.uuid]=r.parse(s)),i[s.uuid]=n[s.uuid]}}return i}parseAnimations(t){const e={};if(void 0!==t)for(let n=0;n<t.length;n++){const i=t[n],r=nl.parse(i);e[r.uuid]=r}return e}parseImages(t,e){const n=this,i={};let r;function s(t){if("string"==typeof t){const e=t;return function(t){return n.manager.itemStart(t),r.load(t,(function(){n.manager.itemEnd(t)}),void 0,(function(){n.manager.itemError(t),n.manager.itemEnd(t)}))}(/^(\/\/)|([a-z]+:(\/\/)?)/i.test(e)?e:n.resourcePath+e)}return t.data?{data:yn(t.type,t.data),width:t.width,height:t.height}:null}if(void 0!==t&&t.length>0){const n=new sl(e);r=new hl(n),r.setCrossOrigin(this.crossOrigin);for(let e=0,n=t.length;e<n;e++){const n=t[e],r=n.url;if(Array.isArray(r)){i[n.uuid]=[];for(let t=0,e=r.length;t<e;t++){const e=s(r[t]);null!==e&&(e instanceof HTMLImageElement?i[n.uuid].push(e):i[n.uuid].push(new ii(e.data,e.width,e.height)))}}else{const t=s(n.url);null!==t&&(i[n.uuid]=t)}}}return i}parseTextures(t,e){function n(t,e){return"number"==typeof t?t:(console.warn("THREE.ObjectLoader.parseTexture: Constant should be in numeric form.",t),e[t])}const i={};if(void 0!==t)for(let r=0,s=t.length;r<s;r++){const s=t[r];let a;void 0===s.image&&console.warn('THREE.ObjectLoader: No "image" specified for',s.uuid),void 0===e[s.image]&&console.warn("THREE.ObjectLoader: Undefined image",s.image);const o=e[s.image];Array.isArray(o)?(a=new ei(o),6===o.length&&(a.needsUpdate=!0)):(a=o&&o.data?new ii(o.data,o.width,o.height):new bt(o),o&&(a.needsUpdate=!0)),a.uuid=s.uuid,void 0!==s.name&&(a.name=s.name),void 0!==s.mapping&&(a.mapping=n(s.mapping,lc)),void 0!==s.offset&&a.offset.fromArray(s.offset),void 0!==s.repeat&&a.repeat.fromArray(s.repeat),void 0!==s.center&&a.center.fromArray(s.center),void 0!==s.rotation&&(a.rotation=s.rotation),void 0!==s.wrap&&(a.wrapS=n(s.wrap[0],cc),a.wrapT=n(s.wrap[1],cc)),void 0!==s.format&&(a.format=s.format),void 0!==s.type&&(a.type=s.type),void 0!==s.encoding&&(a.encoding=s.encoding),void 0!==s.minFilter&&(a.minFilter=n(s.minFilter,hc)),void 0!==s.magFilter&&(a.magFilter=n(s.magFilter,hc)),void 0!==s.anisotropy&&(a.anisotropy=s.anisotropy),void 0!==s.flipY&&(a.flipY=s.flipY),void 0!==s.premultiplyAlpha&&(a.premultiplyAlpha=s.premultiplyAlpha),void 0!==s.unpackAlignment&&(a.unpackAlignment=s.unpackAlignment),i[s.uuid]=a}return i}parseObject(t,e,n,i){let r,s,a;function o(t){return void 0===e[t]&&console.warn("THREE.ObjectLoader: Undefined geometry",t),e[t]}function l(t){if(void 0!==t){if(Array.isArray(t)){const e=[];for(let i=0,r=t.length;i<r;i++){const r=t[i];void 0===n[r]&&console.warn("THREE.ObjectLoader: Undefined material",r),e.push(n[r])}return e}return void 0===n[t]&&console.warn("THREE.ObjectLoader: Undefined material",t),n[t]}}switch(t.type){case"Scene":r=new Ts,void 0!==t.background&&Number.isInteger(t.background)&&(r.background=new tn(t.background)),void 0!==t.fog&&("Fog"===t.fog.type?r.fog=new Ss(t.fog.color,t.fog.near,t.fog.far):"FogExp2"===t.fog.type&&(r.fog=new Ms(t.fog.color,t.fog.density)));break;case"PerspectiveCamera":r=new Kn(t.fov,t.aspect,t.near,t.far),void 0!==t.focus&&(r.focus=t.focus),void 0!==t.zoom&&(r.zoom=t.zoom),void 0!==t.filmGauge&&(r.filmGauge=t.filmGauge),void 0!==t.filmOffset&&(r.filmOffset=t.filmOffset),void 0!==t.view&&(r.view=Object.assign({},t.view));break;case"OrthographicCamera":r=new Jl(t.left,t.right,t.top,t.bottom,t.near,t.far),void 0!==t.zoom&&(r.zoom=t.zoom),void 0!==t.view&&(r.view=Object.assign({},t.view));break;case"AmbientLight":r=new $l(t.color,t.intensity);break;case"DirectionalLight":r=new Kl(t.color,t.intensity);break;case"PointLight":r=new Zl(t.color,t.intensity,t.distance,t.decay);break;case"RectAreaLight":r=new tc(t.color,t.intensity,t.width,t.height);break;case"SpotLight":r=new Wl(t.color,t.intensity,t.distance,t.angle,t.penumbra,t.decay);break;case"HemisphereLight":r=new Ol(t.color,t.groundColor,t.intensity);break;case"LightProbe":r=(new nc).fromJSON(t);break;case"SkinnedMesh":s=o(t.geometry),a=l(t.material),r=new $s(s,a),void 0!==t.bindMode&&(r.bindMode=t.bindMode),void 0!==t.bindMatrix&&r.bindMatrix.fromArray(t.bindMatrix),void 0!==t.skeleton&&(r.skeleton=t.skeleton);break;case"Mesh":s=o(t.geometry),a=l(t.material),r=new Wn(s,a);break;case"InstancedMesh":s=o(t.geometry),a=l(t.material);const e=t.count,n=t.instanceMatrix,i=t.instanceColor;r=new la(s,a,e),r.instanceMatrix=new sn(new Float32Array(n.array),16),void 0!==i&&(r.instanceColor=new sn(new Float32Array(i.array),i.itemSize));break;case"LOD":r=new Xs;break;case"Line":r=new fa(o(t.geometry),l(t.material));break;case"LineLoop":r=new xa(o(t.geometry),l(t.material));break;case"LineSegments":r=new ya(o(t.geometry),l(t.material));break;case"PointCloud":case"Points":r=new Ta(o(t.geometry),l(t.material));break;case"Sprite":r=new Vs(l(t.material));break;case"Group":r=new gs;break;case"Bone":r=new ta;break;default:r=new Ce}if(r.uuid=t.uuid,void 0!==t.name&&(r.name=t.name),void 0!==t.matrix?(r.matrix.fromArray(t.matrix),void 0!==t.matrixAutoUpdate&&(r.matrixAutoUpdate=t.matrixAutoUpdate),r.matrixAutoUpdate&&r.matrix.decompose(r.position,r.quaternion,r.scale)):(void 0!==t.position&&r.position.fromArray(t.position),void 0!==t.rotation&&r.rotation.fromArray(t.rotation),void 0!==t.quaternion&&r.quaternion.fromArray(t.quaternion),void 0!==t.scale&&r.scale.fromArray(t.scale)),void 0!==t.castShadow&&(r.castShadow=t.castShadow),void 0!==t.receiveShadow&&(r.receiveShadow=t.receiveShadow),t.shadow&&(void 0!==t.shadow.bias&&(r.shadow.bias=t.shadow.bias),void 0!==t.shadow.normalBias&&(r.shadow.normalBias=t.shadow.normalBias),void 0!==t.shadow.radius&&(r.shadow.radius=t.shadow.radius),void 0!==t.shadow.mapSize&&r.shadow.mapSize.fromArray(t.shadow.mapSize),void 0!==t.shadow.camera&&(r.shadow.camera=this.parseObject(t.shadow.camera))),void 0!==t.visible&&(r.visible=t.visible),void 0!==t.frustumCulled&&(r.frustumCulled=t.frustumCulled),void 0!==t.renderOrder&&(r.renderOrder=t.renderOrder),void 0!==t.userData&&(r.userData=t.userData),void 0!==t.layers&&(r.layers.mask=t.layers),void 0!==t.children){const s=t.children;for(let t=0;t<s.length;t++)r.add(this.parseObject(s[t],e,n,i))}if(void 0!==t.animations){const e=t.animations;for(let t=0;t<e.length;t++){const n=e[t];r.animations.push(i[n])}}if("LOD"===t.type){void 0!==t.autoUpdate&&(r.autoUpdate=t.autoUpdate);const e=t.levels;for(let t=0;t<e.length;t++){const n=e[t],i=r.getObjectByProperty("uuid",n.object);void 0!==i&&r.addLevel(i,n.distance)}}return r}bindSkeletons(t,e){0!==Object.keys(e).length&&t.traverse((function(t){if(!0===t.isSkinnedMesh&&void 0!==t.skeleton){const n=e[t.skeleton];void 0===n?console.warn("THREE.ObjectLoader: No skeleton found with UUID:",t.skeleton):t.bind(n,t.bindMatrix)}}))}setTexturePath(t){return console.warn("THREE.ObjectLoader: .setTexturePath() has been renamed to .setResourcePath()."),this.setResourcePath(t)}},t.ObjectSpaceNormalMap=1,t.OctahedronBufferGeometry=_o,t.OctahedronGeometry=_o,t.OneFactor=201,t.OneMinusDstAlphaFactor=207,t.OneMinusDstColorFactor=209,t.OneMinusSrcAlphaFactor=205,t.OneMinusSrcColorFactor=203,t.OrthographicCamera=Jl,t.PCFShadowMap=1,t.PCFSoftShadowMap=2,t.PMREMGenerator=class{constructor(t){this._renderer=t,this._pingPongRenderTarget=null,this._blurMaterial=function(t){const e=new Float32Array(t),n=new Lt(0,1,0);return new Io({name:"SphericalGaussianBlur",defines:{n:t},uniforms:{envMap:{value:null},samples:{value:1},weights:{value:e},latitudinal:{value:!1},dTheta:{value:0},mipInt:{value:0},poleAxis:{value:n},inputEncoding:{value:Nh[3e3]},outputEncoding:{value:Nh[3e3]}},vertexShader:$h(),fragmentShader:`\n\n\t\t\tprecision mediump float;\n\t\t\tprecision mediump int;\n\n\t\t\tvarying vec3 vOutputDirection;\n\n\t\t\tuniform sampler2D envMap;\n\t\t\tuniform int samples;\n\t\t\tuniform float weights[ n ];\n\t\t\tuniform bool latitudinal;\n\t\t\tuniform float dTheta;\n\t\t\tuniform float mipInt;\n\t\t\tuniform vec3 poleAxis;\n\n\t\t\t${tu()}\n\n\t\t\t#define ENVMAP_TYPE_CUBE_UV\n\t\t\t#include <cube_uv_reflection_fragment>\n\n\t\t\tvec3 getSample( float theta, vec3 axis ) {\n\n\t\t\t\tfloat cosTheta = cos( theta );\n\t\t\t\t// Rodrigues' axis-angle rotation\n\t\t\t\tvec3 sampleDirection = vOutputDirection * cosTheta\n\t\t\t\t\t+ cross( axis, vOutputDirection ) * sin( theta )\n\t\t\t\t\t+ axis * dot( axis, vOutputDirection ) * ( 1.0 - cosTheta );\n\n\t\t\t\treturn bilinearCubeUV( envMap, sampleDirection, mipInt );\n\n\t\t\t}\n\n\t\t\tvoid main() {\n\n\t\t\t\tvec3 axis = latitudinal ? poleAxis : cross( poleAxis, vOutputDirection );\n\n\t\t\t\tif ( all( equal( axis, vec3( 0.0 ) ) ) ) {\n\n\t\t\t\t\taxis = vec3( vOutputDirection.z, 0.0, - vOutputDirection.x );\n\n\t\t\t\t}\n\n\t\t\t\taxis = normalize( axis );\n\n\t\t\t\tgl_FragColor = vec4( 0.0, 0.0, 0.0, 1.0 );\n\t\t\t\tgl_FragColor.rgb += weights[ 0 ] * getSample( 0.0, axis );\n\n\t\t\t\tfor ( int i = 1; i < n; i++ ) {\n\n\t\t\t\t\tif ( i >= samples ) {\n\n\t\t\t\t\t\tbreak;\n\n\t\t\t\t\t}\n\n\t\t\t\t\tfloat theta = dTheta * float( i );\n\t\t\t\t\tgl_FragColor.rgb += weights[ i ] * getSample( -1.0 * theta, axis );\n\t\t\t\t\tgl_FragColor.rgb += weights[ i ] * getSample( theta, axis );\n\n\t\t\t\t}\n\n\t\t\t\tgl_FragColor = linearToOutputTexel( gl_FragColor );\n\n\t\t\t}\n\t\t`,blending:0,depthTest:!1,depthWrite:!1})}(Ih),this._equirectShader=null,this._cubemapShader=null,this._compileMaterial(this._blurMaterial)}fromScene(t,e=0,n=.1,i=100){kh=this._renderer.getRenderTarget();const r=this._allocateTargets();return this._sceneToCubeUV(t,n,i,r),e>0&&this._blur(r,0,0,e),this._applyPMREM(r),this._cleanup(r),r}fromEquirectangular(t){return this._fromTexture(t)}fromCubemap(t){return this._fromTexture(t)}compileCubemapShader(){null===this._cubemapShader&&(this._cubemapShader=Kh(),this._compileMaterial(this._cubemapShader))}compileEquirectangularShader(){null===this._equirectShader&&(this._equirectShader=Qh(),this._compileMaterial(this._equirectShader))}dispose(){this._blurMaterial.dispose(),null!==this._cubemapShader&&this._cubemapShader.dispose(),null!==this._equirectShader&&this._equirectShader.dispose();for(let t=0;t<Oh.length;t++)Oh[t].dispose()}_cleanup(t){this._pingPongRenderTarget.dispose(),this._renderer.setRenderTarget(kh),t.scissorTest=!1,Jh(t,0,0,t.width,t.height)}_fromTexture(t){kh=this._renderer.getRenderTarget();const e=this._allocateTargets(t);return this._textureToCubeUV(t,e),this._applyPMREM(e),this._cleanup(e),e}_allocateTargets(t){const e={magFilter:p,minFilter:p,generateMipmaps:!1,type:x,format:1023,encoding:Xh(t)?t.encoding:J,depthBuffer:!1},n=Zh(e);return n.depthBuffer=!t,this._pingPongRenderTarget=Zh(e),n}_compileMaterial(t){const e=new Wn(Oh[0],t);this._renderer.compile(e,Fh)}_sceneToCubeUV(t,e,n,i){const r=new Kn(90,1,e,n),s=[1,-1,1,1,1,1],a=[1,1,1,-1,-1,-1],o=this._renderer,l=o.autoClear,c=o.outputEncoding,h=o.toneMapping;o.getClearColor(Uh),o.toneMapping=0,o.outputEncoding=X,o.autoClear=!1;let u=!1;const d=t.background;if(d){if(d.isColor){Bh.color.copy(d).convertSRGBToLinear(),t.background=null;const e=qh(Bh.color);Bh.opacity=e,u=!0}}else{Bh.color.copy(Uh).convertSRGBToLinear();const t=qh(Bh.color);Bh.opacity=t,u=!0}for(let e=0;e<6;e++){const n=e%3;0==n?(r.up.set(0,s[e],0),r.lookAt(a[e],0,0)):1==n?(r.up.set(0,0,s[e]),r.lookAt(0,a[e],0)):(r.up.set(0,s[e],0),r.lookAt(0,0,a[e])),Jh(i,n*Ch,e>2?Ch:0,Ch,Ch),o.setRenderTarget(i),u&&o.render(zh,r),o.render(t,r)}o.toneMapping=h,o.outputEncoding=c,o.autoClear=l}_textureToCubeUV(t,e){const n=this._renderer;t.isCubeTexture?null==this._cubemapShader&&(this._cubemapShader=Kh()):null==this._equirectShader&&(this._equirectShader=Qh());const i=t.isCubeTexture?this._cubemapShader:this._equirectShader,r=new Wn(Oh[0],i),s=i.uniforms;s.envMap.value=t,t.isCubeTexture||s.texelSize.value.set(1/t.image.width,1/t.image.height),s.inputEncoding.value=Nh[t.encoding],s.outputEncoding.value=Nh[e.texture.encoding],Jh(e,0,0,3*Ch,2*Ch),n.setRenderTarget(e),n.render(r,Fh)}_applyPMREM(t){const e=this._renderer,n=e.autoClear;e.autoClear=!1;for(let e=1;e<Dh;e++){const n=Math.sqrt(Gh[e]*Gh[e]-Gh[e-1]*Gh[e-1]),i=jh[(e-1)%jh.length];this._blur(t,e-1,e,n,i)}e.autoClear=n}_blur(t,e,n,i,r){const s=this._pingPongRenderTarget;this._halfBlur(t,s,e,n,i,"latitudinal",r),this._halfBlur(s,t,n,n,i,"longitudinal",r)}_halfBlur(t,e,n,i,r,s,a){const o=this._renderer,l=this._blurMaterial;"latitudinal"!==s&&"longitudinal"!==s&&console.error("blur direction must be either latitudinal or longitudinal!");const c=new Wn(Oh[i],l),h=l.uniforms,u=Hh[n]-1,d=isFinite(r)?Math.PI/(2*u):2*Math.PI/39,p=r/d,m=isFinite(r)?1+Math.floor(3*p):Ih;m>Ih&&console.warn(`sigmaRadians, ${r}, is too large and will clip, as it requested ${m} samples when the maximum is set to 20`);const f=[];let g=0;for(let t=0;t<Ih;++t){const e=t/p,n=Math.exp(-e*e/2);f.push(n),0==t?g+=n:t<m&&(g+=2*n)}for(let t=0;t<f.length;t++)f[t]=f[t]/g;h.envMap.value=t.texture,h.samples.value=m,h.weights.value=f,h.latitudinal.value="latitudinal"===s,a&&(h.poleAxis.value=a),h.dTheta.value=d,h.mipInt.value=8-n,h.inputEncoding.value=Nh[t.texture.encoding],h.outputEncoding.value=Nh[t.texture.encoding];const v=Hh[i];Jh(e,3*Math.max(0,Ch-2*v),(0===i?0:2*Ch)+2*v*(i>4?i-8+4:0),3*v,2*v),o.setRenderTarget(e),o.render(c,Fh)}},t.ParametricBufferGeometry=wo,t.ParametricGeometry=wo,t.Particle=function(t){return console.warn("THREE.Particle has been renamed to THREE.Sprite."),new Vs(t)},t.ParticleBasicMaterial=function(t){return console.warn("THREE.ParticleBasicMaterial has been renamed to THREE.PointsMaterial."),new _a(t)},t.ParticleSystem=function(t,e){return console.warn("THREE.ParticleSystem has been renamed to THREE.Points."),new Ta(t,e)},t.ParticleSystemMaterial=function(t){return console.warn("THREE.ParticleSystemMaterial has been renamed to THREE.PointsMaterial."),new _a(t)},t.Path=Bl,t.PerspectiveCamera=Kn,t.Plane=Ne,t.PlaneBufferGeometry=ci,t.PlaneGeometry=ci,t.PlaneHelper=class extends fa{constructor(t,e=1,n=16776960){const i=n,r=new En;r.setAttribute("position",new mn([1,-1,1,-1,1,1,-1,-1,1,1,1,1,-1,1,1,-1,-1,1,1,-1,1,1,1,1,0,0,1,0,0,0],3)),r.computeBoundingSphere(),super(r,new ca({color:i,toneMapped:!1})),this.type="PlaneHelper",this.plane=t,this.size=e;const s=new En;s.setAttribute("position",new mn([1,1,1,-1,1,1,-1,-1,1,1,1,1,-1,-1,1,1,-1,1],3)),s.computeBoundingSphere(),this.add(new Wn(s,new en({color:i,opacity:.2,transparent:!0,depthWrite:!1,toneMapped:!1})))}updateMatrixWorld(t){let e=-this.plane.constant;Math.abs(e)<1e-8&&(e=1e-8),this.scale.set(.5*this.size,.5*this.size,e),this.children[0].material.side=e<0?1:0,this.lookAt(this.plane.normal),super.updateMatrixWorld(t)}},t.PointCloud=function(t,e){return console.warn("THREE.PointCloud has been renamed to THREE.Points."),new Ta(t,e)},t.PointCloudMaterial=function(t){return console.warn("THREE.PointCloudMaterial has been renamed to THREE.PointsMaterial."),new _a(t)},t.PointLight=Zl,t.PointLightHelper=class extends Wn{constructor(t,e,n){super(new So(e,4,2),new en({wireframe:!0,fog:!1,toneMapped:!1})),this.light=t,this.light.updateMatrixWorld(),this.color=n,this.type="PointLightHelper",this.matrix=this.light.matrixWorld,this.matrixAutoUpdate=!1,this.update()}dispose(){this.geometry.dispose(),this.material.dispose()}update(){void 0!==this.color?this.material.color.set(this.color):this.material.color.copy(this.light.color)}},t.Points=Ta,t.PointsMaterial=_a,t.PolarGridHelper=class extends ya{constructor(t=10,e=16,n=8,i=64,r=4473924,s=8947848){r=new tn(r),s=new tn(s);const a=[],o=[];for(let n=0;n<=e;n++){const i=n/e*(2*Math.PI),l=Math.sin(i)*t,c=Math.cos(i)*t;a.push(0,0,0),a.push(l,0,c);const h=1&n?r:s;o.push(h.r,h.g,h.b),o.push(h.r,h.g,h.b)}for(let e=0;e<=n;e++){const l=1&e?r:s,c=t-t/n*e;for(let t=0;t<i;t++){let e=t/i*(2*Math.PI),n=Math.sin(e)*c,r=Math.cos(e)*c;a.push(n,0,r),o.push(l.r,l.g,l.b),e=(t+1)/i*(2*Math.PI),n=Math.sin(e)*c,r=Math.cos(e)*c,a.push(n,0,r),o.push(l.r,l.g,l.b)}}const l=new En;l.setAttribute("position",new mn(a,3)),l.setAttribute("color",new mn(o,3));super(l,new ca({vertexColors:!0,toneMapped:!1})),this.type="PolarGridHelper"}},t.PolyhedronBufferGeometry=Na,t.PolyhedronGeometry=Na,t.PositionalAudio=class extends Lc{constructor(t){super(t),this.panner=this.context.createPanner(),this.panner.panningModel="HRTF",this.panner.connect(this.gain)}getOutput(){return this.panner}getRefDistance(){return this.panner.refDistance}setRefDistance(t){return this.panner.refDistance=t,this}getRolloffFactor(){return this.panner.rolloffFactor}setRolloffFactor(t){return this.panner.rolloffFactor=t,this}getDistanceModel(){return this.panner.distanceModel}setDistanceModel(t){return this.panner.distanceModel=t,this}getMaxDistance(){return this.panner.maxDistance}setMaxDistance(t){return this.panner.maxDistance=t,this}setDirectionalCone(t,e,n){return this.panner.coneInnerAngle=t,this.panner.coneOuterAngle=e,this.panner.coneOuterGain=n,this}updateMatrixWorld(t){if(super.updateMatrixWorld(t),!0===this.hasPlaybackControl&&!1===this.isPlaying)return;this.matrixWorld.decompose(Rc,Cc,Pc),Dc.set(0,0,1).applyQuaternion(Cc);const e=this.panner;if(e.positionX){const t=this.context.currentTime+this.listener.timeDelta;e.positionX.linearRampToValueAtTime(Rc.x,t),e.positionY.linearRampToValueAtTime(Rc.y,t),e.positionZ.linearRampToValueAtTime(Rc.z,t),e.orientationX.linearRampToValueAtTime(Dc.x,t),e.orientationY.linearRampToValueAtTime(Dc.y,t),e.orientationZ.linearRampToValueAtTime(Dc.z,t)}else e.setPosition(Rc.x,Rc.y,Rc.z),e.setOrientation(Dc.x,Dc.y,Dc.z)}},t.PropertyBinding=jc,t.PropertyMixer=Nc,t.QuadraticBezierCurve=Cl,t.QuadraticBezierCurve3=Pl,t.Quaternion=At,t.QuaternionKeyframeTrack=$o,t.QuaternionLinearInterpolant=Ko,t.REVISION=e,t.RGBADepthPacking=3201,t.RGBAFormat=E,t.RGBAIntegerFormat=1033,t.RGBA_ASTC_10x10_Format=37819,t.RGBA_ASTC_10x5_Format=37816,t.RGBA_ASTC_10x6_Format=37817,t.RGBA_ASTC_10x8_Format=37818,t.RGBA_ASTC_12x10_Format=37820,t.RGBA_ASTC_12x12_Format=37821,t.RGBA_ASTC_4x4_Format=37808,t.RGBA_ASTC_5x4_Format=37809,t.RGBA_ASTC_5x5_Format=37810,t.RGBA_ASTC_6x5_Format=37811,t.RGBA_ASTC_6x6_Format=37812,t.RGBA_ASTC_8x5_Format=37813,t.RGBA_ASTC_8x6_Format=37814,t.RGBA_ASTC_8x8_Format=37815,t.RGBA_BPTC_Format=36492,t.RGBA_ETC2_EAC_Format=O,t.RGBA_PVRTC_2BPPV1_Format=z,t.RGBA_PVRTC_4BPPV1_Format=B,t.RGBA_S3TC_DXT1_Format=C,t.RGBA_S3TC_DXT3_Format=P,t.RGBA_S3TC_DXT5_Format=D,t.RGBDEncoding=$,t.RGBEEncoding=J,t.RGBEFormat=1023,t.RGBFormat=T,t.RGBIntegerFormat=1032,t.RGBM16Encoding=K,t.RGBM7Encoding=Q,t.RGB_ETC1_Format=36196,t.RGB_ETC2_Format=F,t.RGB_PVRTC_2BPPV1_Format=N,t.RGB_PVRTC_4BPPV1_Format=I,t.RGB_S3TC_DXT1_Format=R,t.RGFormat=1030,t.RGIntegerFormat=1031,t.RawShaderMaterial=Io,t.Ray=re,t.Raycaster=class{constructor(t,e,n=0,i=1/0){this.ray=new re(t,e),this.near=n,this.far=i,this.camera=null,this.layers=new ge,this.params={Mesh:{},Line:{threshold:1},LOD:{},Points:{threshold:1},Sprite:{}}}set(t,e){this.ray.set(t,e)}setFromCamera(t,e){e&&e.isPerspectiveCamera?(this.ray.origin.setFromMatrixPosition(e.matrixWorld),this.ray.direction.set(t.x,t.y,.5).unproject(e).sub(this.ray.origin).normalize(),this.camera=e):e&&e.isOrthographicCamera?(this.ray.origin.set(t.x,t.y,(e.near+e.far)/(e.near-e.far)).unproject(e),this.ray.direction.set(0,0,-1).transformDirection(e.matrixWorld),this.camera=e):console.error("THREE.Raycaster: Unsupported camera type: "+e.type)}intersectObject(t,e=!1,n=[]){return $c(t,this,n,e),n.sort(Kc),n}intersectObjects(t,e=!1,n=[]){for(let i=0,r=t.length;i<r;i++)$c(t[i],this,n,e);return n.sort(Kc),n}},t.RectAreaLight=tc,t.RedFormat=1028,t.RedIntegerFormat=1029,t.ReinhardToneMapping=2,t.RepeatWrapping=h,t.ReplaceStencilOp=7681,t.ReverseSubtractEquation=102,t.RingBufferGeometry=bo,t.RingGeometry=bo,t.SRGB8_ALPHA8_ASTC_10x10_Format=37851,t.SRGB8_ALPHA8_ASTC_10x5_Format=37848,t.SRGB8_ALPHA8_ASTC_10x6_Format=37849,t.SRGB8_ALPHA8_ASTC_10x8_Format=37850,t.SRGB8_ALPHA8_ASTC_12x10_Format=37852,t.SRGB8_ALPHA8_ASTC_12x12_Format=37853,t.SRGB8_ALPHA8_ASTC_4x4_Format=37840,t.SRGB8_ALPHA8_ASTC_5x4_Format=37841,t.SRGB8_ALPHA8_ASTC_5x5_Format=37842,t.SRGB8_ALPHA8_ASTC_6x5_Format=37843,t.SRGB8_ALPHA8_ASTC_6x6_Format=37844,t.SRGB8_ALPHA8_ASTC_8x5_Format=37845,t.SRGB8_ALPHA8_ASTC_8x6_Format=37846,t.SRGB8_ALPHA8_ASTC_8x8_Format=37847,t.Scene=Ts,t.SceneUtils=eu,t.ShaderChunk=hi,t.ShaderLib=di,t.ShaderMaterial=Jn,t.ShadowMaterial=Do,t.Shape=zl,t.ShapeBufferGeometry=Mo,t.ShapeGeometry=Mo,t.ShapePath=dc,t.ShapeUtils=po,t.ShortType=1011,t.Skeleton=ia,t.SkeletonHelper=hh,t.SkinnedMesh=$s,t.SmoothShading=2,t.Sphere=Jt,t.SphereBufferGeometry=So,t.SphereGeometry=So,t.Spherical=class{constructor(t=1,e=0,n=0){return this.radius=t,this.phi=e,this.theta=n,this}set(t,e,n){return this.radius=t,this.phi=e,this.theta=n,this}copy(t){return this.radius=t.radius,this.phi=t.phi,this.theta=t.theta,this}makeSafe(){const t=1e-6;return this.phi=Math.max(t,Math.min(Math.PI-t,this.phi)),this}setFromVector3(t){return this.setFromCartesianCoords(t.x,t.y,t.z)}setFromCartesianCoords(t,e,n){return this.radius=Math.sqrt(t*t+e*e+n*n),0===this.radius?(this.theta=0,this.phi=0):(this.theta=Math.atan2(t,n),this.phi=Math.acos(ht(e/this.radius,-1,1))),this}clone(){return(new this.constructor).copy(this)}},t.SphericalHarmonics3=ec,t.SplineCurve=Dl,t.SpotLight=Wl,t.SpotLightHelper=class extends Ce{constructor(t,e){super(),this.light=t,this.light.updateMatrixWorld(),this.matrix=t.matrixWorld,this.matrixAutoUpdate=!1,this.color=e;const n=new En,i=[0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,-1,0,1,0,0,0,0,1,1,0,0,0,0,-1,1];for(let t=0,e=1,n=32;t<n;t++,e++){const r=t/n*Math.PI*2,s=e/n*Math.PI*2;i.push(Math.cos(r),Math.sin(r),1,Math.cos(s),Math.sin(s),1)}n.setAttribute("position",new mn(i,3));const r=new ca({fog:!1,toneMapped:!1});this.cone=new ya(n,r),this.add(this.cone),this.update()}dispose(){this.cone.geometry.dispose(),this.cone.material.dispose()}update(){this.light.updateMatrixWorld();const t=this.light.distance?this.light.distance:1e3,e=t*Math.tan(this.light.angle);this.cone.scale.set(e,e,t),ah.setFromMatrixPosition(this.light.target.matrixWorld),this.cone.lookAt(ah),void 0!==this.color?this.cone.material.color.set(this.color):this.cone.material.color.copy(this.light.color)}},t.Sprite=Vs,t.SpriteMaterial=Rs,t.SrcAlphaFactor=204,t.SrcAlphaSaturateFactor=210,t.SrcColorFactor=202,t.StaticCopyUsage=35046,t.StaticDrawUsage=et,t.StaticReadUsage=35045,t.StereoCamera=class{constructor(){this.type="StereoCamera",this.aspect=1,this.eyeSep=.064,this.cameraL=new Kn,this.cameraL.layers.enable(1),this.cameraL.matrixAutoUpdate=!1,this.cameraR=new Kn,this.cameraR.layers.enable(2),this.cameraR.matrixAutoUpdate=!1,this._cache={focus:null,fov:null,aspect:null,near:null,far:null,zoom:null,eyeSep:null}}update(t){const e=this._cache;if(e.focus!==t.focus||e.fov!==t.fov||e.aspect!==t.aspect*this.aspect||e.near!==t.near||e.far!==t.far||e.zoom!==t.zoom||e.eyeSep!==this.eyeSep){e.focus=t.focus,e.fov=t.fov,e.aspect=t.aspect*this.aspect,e.near=t.near,e.far=t.far,e.zoom=t.zoom,e.eyeSep=this.eyeSep;const n=t.projectionMatrix.clone(),i=e.eyeSep/2,r=i*e.near/e.focus,s=e.near*Math.tan(ot*e.fov*.5)/e.zoom;let a,o;wc.elements[12]=-i,_c.elements[12]=i,a=-s*e.aspect+r,o=s*e.aspect+r,n.elements[0]=2*e.near/(o-a),n.elements[8]=(o+a)/(o-a),this.cameraL.projectionMatrix.copy(n),a=-s*e.aspect-r,o=s*e.aspect-r,n.elements[0]=2*e.near/(o-a),n.elements[8]=(o+a)/(o-a),this.cameraR.projectionMatrix.copy(n)}this.cameraL.matrixWorld.copy(t.matrixWorld).multiply(wc),this.cameraR.matrixWorld.copy(t.matrixWorld).multiply(_c)}},t.StreamCopyUsage=35042,t.StreamDrawUsage=35040,t.StreamReadUsage=35041,t.StringKeyframeTrack=tl,t.SubtractEquation=101,t.SubtractiveBlending=3,t.TOUCH={ROTATE:0,PAN:1,DOLLY_PAN:2,DOLLY_ROTATE:3},t.TangentSpaceNormalMap=0,t.TetrahedronBufferGeometry=To,t.TetrahedronGeometry=To,t.TextBufferGeometry=Eo,t.TextGeometry=Eo,t.Texture=bt,t.TextureLoader=pl,t.TorusBufferGeometry=Ao,t.TorusGeometry=Ao,t.TorusKnotBufferGeometry=Lo,t.TorusKnotGeometry=Lo,t.Triangle=je,t.TriangleFanDrawMode=2,t.TriangleStripDrawMode=1,t.TrianglesDrawMode=0,t.TubeBufferGeometry=Ro,t.TubeGeometry=Ro,t.UVMapping=i,t.Uint16Attribute=function(t,e){return console.warn("THREE.Uint16Attribute has been removed. Use new THREE.Uint16BufferAttribute() instead."),new hn(t,e)},t.Uint16BufferAttribute=hn,t.Uint32Attribute=function(t,e){return console.warn("THREE.Uint32Attribute has been removed. Use new THREE.Uint32BufferAttribute() instead."),new dn(t,e)},t.Uint32BufferAttribute=dn,t.Uint8Attribute=function(t,e){return console.warn("THREE.Uint8Attribute has been removed. Use new THREE.Uint8BufferAttribute() instead."),new on(t,e)},t.Uint8BufferAttribute=on,t.Uint8ClampedAttribute=function(t,e){return console.warn("THREE.Uint8ClampedAttribute has been removed. Use new THREE.Uint8ClampedBufferAttribute() instead."),new ln(t,e)},t.Uint8ClampedBufferAttribute=ln,t.Uniform=Zc,t.UniformsLib=ui,t.UniformsUtils=Zn,t.UnsignedByteType=x,t.UnsignedInt248Type=S,t.UnsignedIntType=w,t.UnsignedShort4444Type=1017,t.UnsignedShort5551Type=1018,t.UnsignedShort565Type=1019,t.UnsignedShortType=_,t.VSMShadowMap=3,t.Vector2=vt,t.Vector3=Lt,t.Vector4=St,t.VectorKeyframeTrack=el,t.Vertex=function(t,e,n){return console.warn("THREE.Vertex has been removed. Use THREE.Vector3 instead."),new Lt(t,e,n)},t.VertexColors=2,t.VideoTexture=Aa,t.WebGL1Renderer=bs,t.WebGLCubeRenderTarget=ni,t.WebGLMultisampleRenderTarget=Et,t.WebGLRenderTarget=Tt,t.WebGLRenderTargetCube=function(t,e,n){return console.warn("THREE.WebGLRenderTargetCube( width, height, options ) is now WebGLCubeRenderTarget( size, options )."),new ni(t,n)},t.WebGLRenderer=ws,t.WebGLUtils=ms,t.WireframeGeometry=Co,t.WireframeHelper=function(t,e){return console.warn("THREE.WireframeHelper has been removed. Use THREE.WireframeGeometry instead."),new ya(new Co(t.geometry),new ca({color:void 0!==e?e:16777215}))},t.WrapAroundEnding=W,t.XHRLoader=function(t){return console.warn("THREE.XHRLoader has been renamed to THREE.FileLoader."),new cl(t)},t.ZeroCurvatureEnding=k,t.ZeroFactor=200,t.ZeroSlopeEnding=V,t.ZeroStencilOp=0,t.sRGBEncoding=Y,Object.defineProperty(t,"__esModule",{value:!0})}));
diff --git a/public/gpm-scene/viewer.html b/public/gpm-scene/viewer.html
new file mode 100644
index 000000000..77cb62fe2
--- /dev/null
+++ b/public/gpm-scene/viewer.html
@@ -0,0 +1,33 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <meta charset="utf-8" />
+  <style>
+    html, body {
+      margin: 0;
+      padding: 0;
+      width: 100%;
+      height: 100%;
+      background: #000;
+      overflow: hidden;
+    }
+    #canvas-host {
+      width: 100%;
+      height: 100%;
+      display: block;
+      cursor: grab;
+    }
+    #canvas-host.dragging { cursor: grabbing; }
+    canvas {
+      display: block;
+      width: 100% !important;
+      height: 100% !important;
+    }
+  </style>
+</head>
+<body>
+  <div id="canvas-host"></div>
+  <script src="lib/three.min.js"></script>
+  <script src="viewer.js?v=2"></script>
+</body>
+</html>
diff --git a/public/gpm-scene/viewer.js b/public/gpm-scene/viewer.js
new file mode 100644
index 000000000..0c1cb5d1a
--- /dev/null
+++ b/public/gpm-scene/viewer.js
@@ -0,0 +1,223 @@
+// ─── GPM Scene Builder — Iframe Viewer ─────────────────────────────────────
+// Runs inside viewer.html as an external script (not inline) to comply with
+// Manifest V3's extension-page CSP which forbids inline <script> blocks.
+
+console.log('[GPM Viewer] viewer.js loaded. typeof THREE =', typeof THREE);
+
+let scene, camera, renderer, sphere, texture;
+let yaw = 0, pitch = 0;
+let isDragging = false;
+let dragStartX = 0, dragStartY = 0, yawAtStart = 0, pitchAtStart = 0;
+let raf = null;
+let currentLens = '50mm';
+
+const host = document.getElementById('canvas-host');
+
+// Lens → vertical FOV (full-frame approximation; viewer feel only — the prompt is what Grok sees)
+function lensToFov(lensId) {
+  switch (lensId) {
+    case '12mm': return 100;  // ultra-wide, dramatic perspective (v12.7.4)
+    case '24mm': return 73;
+    case '35mm': return 54;
+    case '50mm': return 39;
+    case '85mm': return 24;
+    default:     return 39;
+  }
+}
+
+function init() {
+  const w = host.clientWidth || 320;
+  const h = host.clientHeight || 200;
+  console.log('[GPM Viewer] init dimensions:', w, 'x', h);
+
+  scene  = new THREE.Scene();
+  camera = new THREE.PerspectiveCamera(lensToFov(currentLens), w / h, 0.1, 1100);
+  camera.position.set(0, 0, 0.01);
+
+  renderer = new THREE.WebGLRenderer({
+    antialias: true,
+    preserveDrawingBuffer: true, // required for toDataURL() capture to work reliably
+  });
+  renderer.setPixelRatio(window.devicePixelRatio);
+  renderer.setSize(w, h);
+  host.appendChild(renderer.domElement);
+
+  // Inverted sphere — panorama wraps around camera
+  const geo = new THREE.SphereGeometry(500, 60, 40);
+  geo.scale(-1, 1, 1);
+  const mat = new THREE.MeshBasicMaterial({ color: 0x222222 });
+  sphere = new THREE.Mesh(geo, mat);
+  scene.add(sphere);
+
+  // Drag-to-look (mouse + touch)
+  const onDown = (e) => {
+    isDragging = true;
+    const pt = e.touches ? e.touches[0] : e;
+    dragStartX = pt.clientX;
+    dragStartY = pt.clientY;
+    yawAtStart = yaw;
+    pitchAtStart = pitch;
+    host.classList.add('dragging');
+    e.preventDefault();
+  };
+  const onMove = (e) => {
+    if (!isDragging) return;
+    const pt = e.touches ? e.touches[0] : e;
+    const dx = pt.clientX - dragStartX;
+    const dy = pt.clientY - dragStartY;
+    yaw   = yawAtStart   - dx * 0.005;
+    pitch = pitchAtStart + dy * 0.005;
+    const lim = Math.PI / 2 - 0.05;
+    if (pitch >  lim) pitch =  lim;
+    if (pitch < -lim) pitch = -lim;
+    parent.postMessage({ type: 'gpm-scene-aim', yaw, pitch }, '*');
+    e.preventDefault();
+  };
+  const onUp = () => {
+    isDragging = false;
+    host.classList.remove('dragging');
+  };
+
+  host.addEventListener('mousedown',  onDown);
+  window.addEventListener('mousemove',  onMove);
+  window.addEventListener('mouseup',    onUp);
+  host.addEventListener('touchstart', onDown, { passive: false });
+  host.addEventListener('touchmove',  onMove, { passive: false });
+  host.addEventListener('touchend',   onUp);
+
+  // Resize
+  window.addEventListener('resize', resize);
+  const ro = new ResizeObserver(resize);
+  ro.observe(host);
+
+  animate();
+  parent.postMessage({ type: 'gpm-scene-ready' }, '*');
+  console.log('[GPM Viewer] init complete, posted gpm-scene-ready');
+}
+
+function resize() {
+  if (!renderer) return;
+  const w = host.clientWidth  || 320;
+  const h = host.clientHeight || 200;
+  renderer.setSize(w, h);
+  camera.aspect = w / h;
+  camera.updateProjectionMatrix();
+}
+
+function animate() {
+  raf = requestAnimationFrame(animate);
+  if (!camera || !renderer) return;
+  const x = Math.cos(pitch) * Math.sin(yaw);
+  const y = Math.sin(pitch);
+  const z = Math.cos(pitch) * Math.cos(yaw);
+  camera.lookAt(x, y, z);
+  camera.fov = lensToFov(currentLens);
+  camera.updateProjectionMatrix();
+  renderer.render(scene, camera);
+}
+
+function loadPanorama(dataUrl) {
+  console.log('[GPM Viewer] loadPanorama called, dataUrl length:', dataUrl ? dataUrl.length : 'null');
+  if (!sphere) {
+    console.warn('[GPM Viewer] sphere not ready');
+    return;
+  }
+  const loader = new THREE.TextureLoader();
+  loader.load(
+    dataUrl,
+    (tex) => {
+      console.log('[GPM Viewer] texture loaded, image:', tex.image ? `${tex.image.width}×${tex.image.height}` : 'unknown');
+      if (texture) texture.dispose();
+      texture = tex;
+      sphere.material.map = tex;
+      sphere.material.color.setHex(0xffffff);
+      sphere.material.needsUpdate = true;
+      parent.postMessage({ type: 'gpm-scene-loaded' }, '*');
+    },
+    undefined,
+    (err) => {
+      console.error('[GPM Viewer] texture load failed:', err);
+      parent.postMessage({ type: 'gpm-scene-error', message: 'Texture load failed' }, '*');
+    }
+  );
+}
+
+window.addEventListener('message', (e) => {
+  const msg = e.data;
+  if (!msg || typeof msg !== 'object') return;
+  if (typeof msg.type !== 'string' || !msg.type.startsWith('gpm-scene-')) return;
+  console.log('[GPM Viewer] msg from parent:', msg.type);
+  if (msg.type === 'gpm-scene-load' && msg.dataUrl) {
+    loadPanorama(msg.dataUrl);
+  } else if (msg.type === 'gpm-scene-set-lens') {
+    currentLens = msg.lens || '50mm';
+  } else if (msg.type === 'gpm-scene-reset-aim') {
+    yaw = 0;
+    pitch = 0;
+    parent.postMessage({ type: 'gpm-scene-aim', yaw, pitch }, '*');
+  } else if (msg.type === 'gpm-scene-set-aim') {
+    if (typeof msg.yaw === 'number') yaw = msg.yaw;
+    if (typeof msg.pitch === 'number') pitch = msg.pitch;
+  } else if (msg.type === 'gpm-scene-capture') {
+    captureFramedView(msg.requestId, msg.width || 1280, msg.height || 720);
+  }
+});
+
+// ── Off-screen high-res capture ─────────────────────────────────────────────
+// Re-renders the current view at the requested resolution (default 1280×720,
+// true 16:9), grabs the canvas pixels as a JPEG dataURL, then restores the
+// renderer to its original on-screen size. The user's aim/lens/texture are
+// preserved — we're just temporarily rendering bigger.
+function captureFramedView(requestId, captureW, captureH) {
+  if (!renderer || !camera || !sphere) {
+    parent.postMessage({ type: 'gpm-scene-captured', requestId, error: 'Viewer not ready' }, '*');
+    return;
+  }
+  if (!sphere.material.map) {
+    parent.postMessage({ type: 'gpm-scene-captured', requestId, error: 'No panorama loaded' }, '*');
+    return;
+  }
+  // Save current size + DPR scaling so we can restore exactly
+  const origSize = renderer.getSize(new THREE.Vector2());
+  const origDpr  = renderer.getPixelRatio();
+  const origAspect = camera.aspect;
+
+  try {
+    // Render at native pixel resolution — DPR=1 so width/height are literal pixels
+    renderer.setPixelRatio(1);
+    renderer.setSize(captureW, captureH, false);
+    camera.aspect = captureW / captureH;
+    camera.updateProjectionMatrix();
+
+    // One synchronous render at the new size
+    renderer.render(scene, camera);
+
+    // Grab pixels — JPEG quality 0.9 keeps file size sane (~200KB at 1280×720)
+    const dataUrl = renderer.domElement.toDataURL('image/jpeg', 0.9);
+
+    parent.postMessage({ type: 'gpm-scene-captured', requestId, dataUrl }, '*');
+    console.log('[GPM Viewer] captured frame', captureW + 'x' + captureH, 'bytes:', dataUrl.length);
+  } catch (err) {
+    console.error('[GPM Viewer] capture failed:', err);
+    parent.postMessage({ type: 'gpm-scene-captured', requestId, error: err.message || 'capture failed' }, '*');
+  } finally {
+    // Restore on-screen renderer size + DPR
+    renderer.setPixelRatio(origDpr);
+    renderer.setSize(origSize.x, origSize.y, false);
+    camera.aspect = origAspect;
+    camera.updateProjectionMatrix();
+  }
+}
+
+if (typeof THREE === 'undefined') {
+  console.error('[GPM Viewer] Three.js failed to load');
+  parent.postMessage({ type: 'gpm-scene-error', message: 'Three.js failed to load in iframe' }, '*');
+} else {
+  console.log('[GPM Viewer] THREE r' + THREE.REVISION + ' loaded');
+  try {
+    init();
+  } catch (err) {
+    console.error('[GPM Viewer] init error:', err);
+    parent.postMessage({ type: 'gpm-scene-error', message: 'init failed: ' + (err.message || err) }, '*');
+  }
+}

From 11a5c467312d64d43af491a7479ea10375aa559b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 14:33:51 -0400
Subject: [PATCH 007/117] Add Downloads Browser (real-filesystem media library,
 left panel)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

A left-side panel backed by real folders/files under <Downloads>/PromptManagerPro,
via new gpmLib* Electron IPC (list/create/rename/delete folder, add/move/delete
file, reveal). Create/rename/delete folders, add images/videos through a native
picker, move media between folders by drag, and open the folder in Explorer.
No FileSystemDirectoryHandle permission dance — real files.

Working: folders, import, move media between folders. Known TODO (next session):
drag-reorder folders, drag a Downloads image into the right-dock Images tab, and
drag a Downloads image onto the Gen Space prompt box; plus save-from-generated
and video thumbnails.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/ipc/library-handlers.ts             | 117 +++++++++++
 electron/main.ts                             |   2 +
 frontend/App.tsx                             |   2 +
 frontend/components/gpm/DownloadsBrowser.tsx | 195 +++++++++++++++++++
 shared/electron-api-schema.ts                |  17 ++
 5 files changed, 333 insertions(+)
 create mode 100644 electron/ipc/library-handlers.ts
 create mode 100644 frontend/components/gpm/DownloadsBrowser.tsx

diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
new file mode 100644
index 000000000..26aa7b24e
--- /dev/null
+++ b/electron/ipc/library-handlers.ts
@@ -0,0 +1,117 @@
+import { app, shell } from 'electron'
+import path from 'path'
+import fs from 'fs'
+import { getAllowedRoots } from '../config'
+import { validatePath } from '../path-validation'
+import { logger } from '../logger'
+import { handle } from './typed-handle'
+
+// Real-filesystem media library for the Prompt Manager Pro "Downloads Browser".
+// Lives under the OS Downloads dir (an allowed root) so files are real and the
+// user can open the folder in their file manager.
+
+const MEDIA_EXT = new Set(['.png', '.jpg', '.jpeg', '.webp', '.gif', '.bmp', '.mp4', '.webm', '.mkv', '.mov', '.avi'])
+const VIDEO_EXT = new Set(['.mp4', '.webm', '.mkv', '.mov', '.avi'])
+
+function libRoot(): string {
+  const root = path.join(app.getPath('downloads'), 'PromptManagerPro')
+  fs.mkdirSync(root, { recursive: true })
+  return root
+}
+
+function safeName(name: string): string {
+  if (!name || name.includes('/') || name.includes('\\') || name.includes('..')) {
+    throw new Error(`Invalid name: ${name}`)
+  }
+  return name.trim()
+}
+
+function folderPath(name: string): string {
+  const p = path.join(libRoot(), safeName(name))
+  validatePath(p, getAllowedRoots())
+  return p
+}
+
+function uniqueTarget(target: string): string {
+  if (!fs.existsSync(target)) return target
+  const dir = path.dirname(target)
+  const ext = path.extname(target)
+  const base = path.basename(target, ext)
+  let i = 1
+  let candidate = path.join(dir, `${base}-${i}${ext}`)
+  while (fs.existsSync(candidate)) { i++; candidate = path.join(dir, `${base}-${i}${ext}`) }
+  return candidate
+}
+
+export function registerLibraryHandlers(): void {
+  handle('gpmLibList', () => {
+    const root = libRoot()
+    let folders = fs.readdirSync(root, { withFileTypes: true }).filter((d) => d.isDirectory()).map((d) => d.name)
+    if (folders.length === 0) {
+      fs.mkdirSync(path.join(root, 'Inbox'), { recursive: true })
+      folders = ['Inbox']
+    }
+    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean }> = []
+    for (const folder of folders) {
+      const fp = path.join(root, folder)
+      for (const entry of fs.readdirSync(fp, { withFileTypes: true })) {
+        if (!entry.isFile()) continue
+        const ext = path.extname(entry.name).toLowerCase()
+        if (!MEDIA_EXT.has(ext)) continue
+        files.push({ folder, name: entry.name, path: path.join(fp, entry.name), isVideo: VIDEO_EXT.has(ext) })
+      }
+    }
+    return { root, folders, files }
+  })
+
+  handle('gpmLibCreateFolder', ({ name }) => {
+    try { fs.mkdirSync(folderPath(name)); return { success: true as const } }
+    catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'create failed' } }
+  })
+
+  handle('gpmLibRenameFolder', ({ from, to }) => {
+    try { fs.renameSync(folderPath(from), folderPath(to)); return { success: true as const } }
+    catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'rename failed' } }
+  })
+
+  handle('gpmLibDeleteFolder', ({ name }) => {
+    try { fs.rmSync(folderPath(name), { recursive: true, force: true }); return { success: true as const } }
+    catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'delete failed' } }
+  })
+
+  handle('gpmLibAddFiles', ({ folder, srcPaths }) => {
+    try {
+      const dest = folderPath(folder)
+      let added = 0
+      for (const src of srcPaths) {
+        if (!fs.existsSync(src) || !fs.statSync(src).isFile()) continue
+        const ext = path.extname(src).toLowerCase()
+        if (!MEDIA_EXT.has(ext)) continue
+        fs.copyFileSync(src, uniqueTarget(path.join(dest, path.basename(src))))
+        added++
+      }
+      return { success: true as const, added }
+    } catch (e) {
+      return { success: false as const, error: e instanceof Error ? e.message : 'add failed' }
+    }
+  })
+
+  handle('gpmLibMoveFile', ({ fromFolder, name, toFolder }) => {
+    try {
+      const src = path.join(folderPath(fromFolder), safeName(name))
+      const target = uniqueTarget(path.join(folderPath(toFolder), safeName(name)))
+      fs.renameSync(src, target)
+      return { success: true as const }
+    } catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'move failed' } }
+  })
+
+  handle('gpmLibDeleteFile', ({ folder, name }) => {
+    try { fs.rmSync(path.join(folderPath(folder), safeName(name)), { force: true }); return { success: true as const } }
+    catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'delete failed' } }
+  })
+
+  handle('gpmLibReveal', ({ folder }) => {
+    try { void shell.openPath(folder ? folderPath(folder) : libRoot()); return { success: true as const } }
+    catch (e) { logger.warn(`gpmLibReveal failed: ${e}`); return { success: false as const, error: 'reveal failed' } }
+  })
+}
diff --git a/electron/main.ts b/electron/main.ts
index 8bd2262d3..b554193e1 100644
--- a/electron/main.ts
+++ b/electron/main.ts
@@ -5,6 +5,7 @@ import { registerExportHandlers } from './export/export-handler'
 import { stopExportProcess } from './export/ffmpeg-utils'
 import { registerAppHandlers } from './ipc/app-handlers'
 import { registerFileHandlers } from './ipc/file-handlers'
+import { registerLibraryHandlers } from './ipc/library-handlers'
 import { registerLogHandlers } from './ipc/log-handlers'
 import { registerVideoProcessingHandlers } from './ipc/video-processing-handlers'
 import { logger } from './logger'
@@ -32,6 +33,7 @@ if (!gotLock) {
 
   registerAppHandlers()
   registerFileHandlers()
+  registerLibraryHandlers()
   registerLogHandlers()
   registerExportHandlers()
   registerVideoProcessingHandlers()
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 372200ce6..607ae9348 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -18,6 +18,7 @@ import { LogViewer } from './components/LogViewer'
 import { ApiGatewayModal, type ApiGatewaySection } from './components/ApiGatewayModal'
 import { Button } from './components/ui/button'
 import { PromptManagerPro } from './components/gpm/PromptManagerPro'
+import { DownloadsBrowser } from './components/gpm/DownloadsBrowser'
 
 type SetupState = 'loading' | { needsSetup: boolean; needsLicense: boolean }
 type RequiredModelsGateState = 'checking' | 'missing' | 'ready'
@@ -599,6 +600,7 @@ function AppContent() {
       {restartingOverlay}
 
       <PromptManagerPro />
+      <DownloadsBrowser />
     </div>
   )
 }
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
new file mode 100644
index 000000000..a553dfff1
--- /dev/null
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -0,0 +1,195 @@
+/**
+ * Downloads Browser — a left-side media library backed by REAL folders/files
+ * on disk (via Electron IPC under <Downloads>/PromptManagerPro). Create/rename/
+ * delete folders, add images/videos, move media between folders, and drag to
+ * reorder folders. Unlike the browser extension there's no directory-handle
+ * permission dance — it's the real filesystem.
+ */
+import { useEffect, useRef, useState } from 'react'
+import { ChevronLeft, Film, Folder, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Trash2, Upload, X } from 'lucide-react'
+import { pathToFileUrl } from '../../lib/file-url'
+
+const C = {
+  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
+  border: '#26262d', borderLt: '#34343d',
+  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
+  blue: '#1f8fff', green: '#28c76f',
+}
+
+interface LibFile { folder: string; name: string; path: string; isVideo: boolean }
+const ORDER_KEY = 'gpm_dl_order'
+const FILE_DND = 'application/x-gpm-dl-file'
+const FOLDER_DND = 'application/x-gpm-dl-folder'
+
+function loadOrder(): string[] { try { return JSON.parse(localStorage.getItem(ORDER_KEY) || '[]') as string[] } catch { return [] } }
+function saveOrder(o: string[]) { localStorage.setItem(ORDER_KEY, JSON.stringify(o)) }
+function applyOrder(folders: string[]): string[] {
+  const ord = loadOrder().filter((f) => folders.includes(f))
+  return [...ord, ...folders.filter((f) => !ord.includes(f))]
+}
+
+function Dock({ onClose }: { onClose: () => void }) {
+  const [folders, setFolders] = useState<string[]>([])
+  const [files, setFiles] = useState<LibFile[]>([])
+  const [active, setActive] = useState<string>('')
+  const [newName, setNewName] = useState('')
+  const [renaming, setRenaming] = useState<string | null>(null)
+  const [renameVal, setRenameVal] = useState('')
+  const [toast, setToast] = useState<string | null>(null)
+  const dragFolder = useRef<string | null>(null)
+  const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
+
+  const api = window.electronAPI
+  const refresh = async () => {
+    if (!api) return
+    const d = await api.gpmLibList()
+    const ordered = applyOrder(d.folders)
+    setFolders(ordered)
+    setFiles(d.files)
+    setActive((a) => (a && ordered.includes(a) ? a : ordered[0] ?? ''))
+  }
+  useEffect(() => { void refresh() }, [])
+
+  const createFolder = async () => {
+    const n = newName.trim(); if (!n || !api) return
+    const r = await api.gpmLibCreateFolder({ name: n })
+    if (r.success) { saveOrder([...loadOrder(), n]); setNewName(''); setActive(n); await refresh() } else flash(r.error)
+  }
+  const commitRename = async (from: string) => {
+    const to = renameVal.trim(); setRenaming(null)
+    if (!to || to === from || !api) return
+    const r = await api.gpmLibRenameFolder({ from, to })
+    if (r.success) { saveOrder(loadOrder().map((f) => (f === from ? to : f))); if (active === from) setActive(to); await refresh() } else flash(r.error)
+  }
+  const deleteFolder = async (name: string) => {
+    if (!api || !window.confirm(`Delete folder "${name}" and its files?`)) return
+    const r = await api.gpmLibDeleteFolder({ name })
+    if (r.success) { saveOrder(loadOrder().filter((f) => f !== name)); await refresh() } else flash(r.error)
+  }
+  const addFiles = async () => {
+    if (!api || !active) return
+    const paths = await api.showOpenFileDialog({
+      title: `Add to ${active}`, properties: ['openFile', 'multiSelections'],
+      filters: [{ name: 'Media', extensions: ['png', 'jpg', 'jpeg', 'webp', 'gif', 'bmp', 'mp4', 'webm', 'mkv', 'mov', 'avi'] }],
+    })
+    if (!paths || paths.length === 0) return
+    const r = await api.gpmLibAddFiles({ folder: active, srcPaths: paths })
+    if (r.success) { flash(`Added ${r.added} file(s)`); await refresh() } else flash(r.error)
+  }
+  const moveFile = async (f: LibFile, toFolder: string) => {
+    if (!api || f.folder === toFolder) return
+    const r = await api.gpmLibMoveFile({ fromFolder: f.folder, name: f.name, toFolder })
+    if (r.success) { await refresh() } else flash(r.error)
+  }
+  const deleteFile = async (f: LibFile) => {
+    if (!api) return
+    const r = await api.gpmLibDeleteFile({ folder: f.folder, name: f.name })
+    if (r.success) await refresh(); else flash(r.error)
+  }
+
+  // Drag-reorder folders.
+  const onFolderDrop = (target: string) => {
+    const dragged = dragFolder.current
+    dragFolder.current = null
+    if (!dragged || dragged === target) return
+    const order = folders.filter((f) => f !== dragged)
+    const idx = order.indexOf(target)
+    order.splice(idx, 0, dragged)
+    saveOrder(order); setFolders(order)
+  }
+
+  const activeFiles = files.filter((f) => f.folder === active)
+
+  return (
+    <div className="fixed top-0 left-0 z-[55] h-screen w-[340px] flex flex-col" style={{ background: C.panel, borderRight: `1px solid ${C.border}`, boxShadow: '8px 0 24px rgba(0,0,0,0.4)' }}>
+      <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}><FolderOpen size={15} style={{ color: C.blue }} />Downloads</span>
+        <div className="flex items-center gap-1">
+          <button onClick={() => void api?.gpmLibReveal({ folder: active || undefined })} title="Open folder in Explorer" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><FolderOpen size={14} /></button>
+          <button onClick={() => void refresh()} title="Refresh" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><RefreshCw size={14} /></button>
+          <button onClick={onClose} title="Close" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><X size={16} /></button>
+        </div>
+      </div>
+
+      <div className="flex gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        <input value={newName} onChange={(e) => setNewName(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') void createFolder() }} placeholder="New folder…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+        <button onClick={() => void createFolder()} title="Create folder" className="flex items-center gap-1 rounded-md px-2.5 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}><FolderPlus size={13} /></button>
+      </div>
+
+      {/* Folders */}
+      <div className="overflow-y-auto shrink-0" style={{ maxHeight: '40%', borderBottom: `1px solid ${C.border}` }}>
+        {folders.map((f) => {
+          const count = files.filter((x) => x.folder === f).length
+          const isActive = f === active
+          return (
+            <div
+              key={f}
+              draggable
+              onDragStart={(e) => { dragFolder.current = f; e.dataTransfer.setData(FOLDER_DND, f); e.dataTransfer.effectAllowed = 'move' }}
+              onDragOver={(e) => { if (e.dataTransfer.types.includes(FOLDER_DND) || e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+              onDrop={(e) => {
+                if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
+                else onFolderDrop(f)
+              }}
+              onClick={() => setActive(f)}
+              className="flex items-center gap-1.5 px-3 py-2 cursor-pointer group"
+              style={{ background: isActive ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isActive ? C.blue : 'transparent'}` }}
+            >
+              <GripVertical size={12} style={{ color: C.faint, cursor: 'grab' }} />
+              <Folder size={13} style={{ color: isActive ? C.blue : C.muted }} />
+              {renaming === f ? (
+                <input autoFocus value={renameVal} onChange={(e) => setRenameVal(e.target.value)} onClick={(e) => e.stopPropagation()} onBlur={() => void commitRename(f)} onKeyDown={(e) => { if (e.key === 'Enter') void commitRename(f) }} className="flex-1 rounded px-1 py-0.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+              ) : (
+                <span className="flex-1 text-xs truncate" style={{ color: C.text }}>{f}</span>
+              )}
+              <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{count}</span>
+              <Pencil size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); setRenaming(f); setRenameVal(f) }} />
+              <Trash2 size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); void deleteFolder(f) }} />
+            </div>
+          )
+        })}
+        {folders.length === 0 && <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No folders yet.</p>}
+      </div>
+
+      {/* Media grid */}
+      <div className="flex items-center justify-between px-3 py-2 shrink-0">
+        <span className="text-[11px] font-semibold uppercase tracking-wide" style={{ color: C.muted }}>{active || '—'} ({activeFiles.length})</span>
+        <button onClick={() => void addFiles()} disabled={!active} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-medium disabled:opacity-40" style={{ background: C.green, color: '#fff' }}><Upload size={11} />Add files</button>
+      </div>
+      <div className="flex-1 overflow-y-auto px-3 pb-3">
+        {activeFiles.length === 0
+          ? <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>Empty. Add files or drag media here.</p>
+          : (
+            <div className="grid grid-cols-3 gap-2">
+              {activeFiles.map((f) => (
+                <div
+                  key={f.path} draggable
+                  onDragStart={(e) => { e.dataTransfer.setData(FILE_DND, JSON.stringify(f)); e.dataTransfer.effectAllowed = 'move' }}
+                  className="rounded-md overflow-hidden relative group" style={{ aspectRatio: '1', background: '#000', border: `1px solid ${C.border}` }} title={f.name}
+                >
+                  {f.isVideo
+                    ? <span className="w-full h-full flex items-center justify-center"><Film size={20} style={{ color: C.muted }} /></span>
+                    : <img src={pathToFileUrl(f.path)} alt={f.name} loading="lazy" className="w-full h-full object-cover" draggable={false} />}
+                  <button onClick={() => void deleteFile(f)} title="Delete" className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded opacity-0 group-hover:opacity-100" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+                </div>
+              ))}
+            </div>
+          )}
+      </div>
+
+      {toast && <div className="absolute left-1/2 bottom-4 -translate-x-1/2 px-3 py-2 rounded-lg text-xs" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text }}>{toast}</div>}
+    </div>
+  )
+}
+
+export function DownloadsBrowser() {
+  const [open, setOpen] = useState(false)
+  if (!open) {
+    return (
+      <button onClick={() => setOpen(true)} title="Open Downloads Browser" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
+        <ChevronLeft size={18} style={{ transform: 'rotate(180deg)' }} />
+      </button>
+    )
+  }
+  return <Dock onClose={() => setOpen(false)} />
+}
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index c60a24546..3c6b5f607 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -308,6 +308,23 @@ export const electronAPISchemas = {
     input: z.object({ eventName: z.string(), extraDetails: z.record(z.string(), z.unknown()).nullable().optional() }),
     output: z.void(),
   },
+
+  // Prompt Manager Pro — Downloads Browser (real-filesystem media library)
+  gpmLibList: {
+    input: z.object({}),
+    output: z.object({
+      root: z.string(),
+      folders: z.array(z.string()),
+      files: z.array(z.object({ folder: z.string(), name: z.string(), path: z.string(), isVideo: z.boolean() })),
+    }),
+  },
+  gpmLibCreateFolder: { input: z.object({ name: z.string() }), output: emptyResult },
+  gpmLibRenameFolder: { input: z.object({ from: z.string(), to: z.string() }), output: emptyResult },
+  gpmLibDeleteFolder: { input: z.object({ name: z.string() }), output: emptyResult },
+  gpmLibAddFiles: { input: z.object({ folder: z.string(), srcPaths: z.array(z.string()) }), output: ipcResult({ added: z.number() }) },
+  gpmLibMoveFile: { input: z.object({ fromFolder: z.string(), name: z.string(), toFolder: z.string() }), output: emptyResult },
+  gpmLibDeleteFile: { input: z.object({ folder: z.string(), name: z.string() }), output: emptyResult },
+  gpmLibReveal: { input: z.object({ folder: z.string().optional() }), output: emptyResult },
 } as const
 
 type Schemas = typeof electronAPISchemas

From eacaf8f1882e6583407aabb9062c709a6c2b8550 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 27 Jun 2026 19:56:50 -0400
Subject: [PATCH 008/117] Don't block startup on missing local models when an
 LTX API key is present
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

With an LTX API key, generation can run via the (free) LTX API, so the
required-local-models gate shouldn't force a download to enter the app — it now
resolves to "ready" when a key exists (like force-API mode). Local model
downloads remain available in Settings. This also avoids a cold-boot model-scan
race that wrongly demanded the local gemma text encoder even though the user
uses cloud text encoding.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/App.tsx | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/frontend/App.tsx b/frontend/App.tsx
index 607ae9348..5d1153590 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -221,7 +221,11 @@ function AppContent() {
       return
     }
 
-    if (forceApiGenerations || setupState.needsLicense || setupState.needsSetup) {
+    // With an LTX API key, generation can always run via the (free) LTX API, so
+    // never block startup on missing local models — local downloads stay
+    // available in Settings. (Also avoids a cold-boot model-scan race wrongly
+    // demanding the local text encoder.)
+    if (forceApiGenerations || settings.hasLtxApiKey || setupState.needsLicense || setupState.needsSetup) {
       setRequiredModelsGate('ready')
       return
     }
@@ -251,6 +255,7 @@ function AppContent() {
     areRequiredModelsDownloaded,
     backendLoading,
     forceApiGenerations,
+    settings.hasLtxApiKey,
     setupState,
     connected,
     waitingForRuntimePolicy,

From 8e37800a3ecf91ea420e08fdc96c819707d8f78e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 28 Jun 2026 14:36:37 -0400
Subject: [PATCH 009/117] Polish Prompt Manager Pro media UX and fix timeline
 playback bounds

- Performance Studio: dialogue box now mirrors the extension exactly
  (placeholder default per emotion, click-to-promote, one-click clear)
- Downloads Browser: send-to-Gen-Space button, move-to-folder dialog,
  blue drop-line folder reordering, close tab, and main content now
  shifts over instead of covering the editor's Assets panel
- Drag-and-drop: Downloads/Images media can now be dropped onto the
  Gen Space prompt box, the Images tab, the video editor timeline,
  the Clip Viewer, and the Timeline Viewer (auto-copies into project
  storage and probes duration/dimensions)
- Widescreen/video thumbnails, hover preview, and double-click
  lightbox unified across Downloads Browser, Images tab, and workflow
  slots via shared MediaThumb/media-preview components
- Right dock collapsed state is now a side tab instead of a floating
  pill that covered timeline UI; Enlarge button is now a labeled,
  accent-colored primary action
- Tab key collapses/restores both side panels together
- Editor playback now stops at the true end of the last clip (not
  the padded 30s ruler minimum) and respects IN/OUT marks during
  normal playback, not just the dedicated loop button; resuming from
  the OUT point now restarts at IN; added a visible Clear In/Out
  button for the previously shortcut-only action

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 electron/csp.ts                               |   4 +-
 electron/ipc/library-handlers.ts              |  17 ++
 frontend/App.tsx                              |  37 ++++-
 frontend/components/gpm/DownloadsBrowser.tsx  | 121 +++++++++++---
 frontend/components/gpm/MediaThumb.tsx        |  49 ++++++
 frontend/components/gpm/PromptManagerPro.tsx  | 144 ++++++++++++-----
 .../components/gpm/downloads-browser-store.ts |  28 ++++
 frontend/components/gpm/media-preview.ts      | 152 ++++++++++++++++++
 .../gpm/prompt-manager-pro-store.ts           |  28 ++++
 frontend/gpm-core/performance.ts              |  38 +++++
 frontend/views/GenSpace.tsx                   |  15 ++
 frontend/views/VideoEditor.tsx                |   2 +
 frontend/views/editor/ProgramMonitor.tsx      |  29 +++-
 .../views/editor/VideoEditorSourceMonitor.tsx |  17 +-
 .../VideoEditorTimelineEditingPanel.tsx       |  12 +-
 frontend/views/editor/dropped-media-asset.ts  |  73 +++++++++
 frontend/views/editor/editor-selectors.ts     |  10 +-
 frontend/views/editor/usePlaybackEngine.ts    |  29 +++-
 frontend/views/editor/useTimelineDrag.ts      |  19 ++-
 shared/electron-api-schema.ts                 |   4 +
 20 files changed, 751 insertions(+), 77 deletions(-)
 create mode 100644 frontend/components/gpm/MediaThumb.tsx
 create mode 100644 frontend/components/gpm/downloads-browser-store.ts
 create mode 100644 frontend/components/gpm/media-preview.ts
 create mode 100644 frontend/components/gpm/prompt-manager-pro-store.ts
 create mode 100644 frontend/views/editor/dropped-media-asset.ts

diff --git a/electron/csp.ts b/electron/csp.ts
index 4fcaa517e..9d337f5f9 100644
--- a/electron/csp.ts
+++ b/electron/csp.ts
@@ -12,7 +12,7 @@ export function setupCSP(): void {
           "font-src 'self' https://fonts.gstatic.com",
           "connect-src 'self' http://localhost:* http://127.0.0.1:* ws://localhost:* ws://127.0.0.1:*",
           "img-src 'self' data: blob: file:",
-          "media-src 'self' blob: file:",
+          "media-src 'self' blob: file: data:",
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
@@ -25,7 +25,7 @@ export function setupCSP(): void {
           "font-src 'self' https://fonts.gstatic.com",
           "connect-src 'self' http://localhost:* http://127.0.0.1:* ws://localhost:* ws://127.0.0.1:*",
           "img-src 'self' data: blob: file:",
-          "media-src 'self' blob: file:",
+          "media-src 'self' blob: file: data:",
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 26aa7b24e..6409e7de6 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -12,6 +12,11 @@ import { handle } from './typed-handle'
 
 const MEDIA_EXT = new Set(['.png', '.jpg', '.jpeg', '.webp', '.gif', '.bmp', '.mp4', '.webm', '.mkv', '.mov', '.avi'])
 const VIDEO_EXT = new Set(['.mp4', '.webm', '.mkv', '.mov', '.avi'])
+const MIME_BY_EXT: Record<string, string> = {
+  '.png': 'image/png', '.jpg': 'image/jpeg', '.jpeg': 'image/jpeg', '.webp': 'image/webp',
+  '.gif': 'image/gif', '.bmp': 'image/bmp',
+  '.mp4': 'video/mp4', '.webm': 'video/webm', '.mkv': 'video/x-matroska', '.mov': 'video/quicktime', '.avi': 'video/x-msvideo',
+}
 
 function libRoot(): string {
   const root = path.join(app.getPath('downloads'), 'PromptManagerPro')
@@ -114,4 +119,16 @@ export function registerLibraryHandlers(): void {
     try { void shell.openPath(folder ? folderPath(folder) : libRoot()); return { success: true as const } }
     catch (e) { logger.warn(`gpmLibReveal failed: ${e}`); return { success: false as const, error: 'reveal failed' } }
   })
+
+  handle('gpmLibReadAsDataUrl', ({ path: p }) => {
+    try {
+      validatePath(p, getAllowedRoots())
+      const ext = path.extname(p).toLowerCase()
+      const mime = MIME_BY_EXT[ext] ?? 'application/octet-stream'
+      const b64 = fs.readFileSync(p).toString('base64')
+      return { success: true as const, dataUrl: `data:${mime};base64,${b64}` }
+    } catch (e) {
+      return { success: false as const, error: e instanceof Error ? e.message : 'read failed' }
+    }
+  })
 }
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 5d1153590..c0fc090ca 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -19,6 +19,8 @@ import { ApiGatewayModal, type ApiGatewaySection } from './components/ApiGateway
 import { Button } from './components/ui/button'
 import { PromptManagerPro } from './components/gpm/PromptManagerPro'
 import { DownloadsBrowser } from './components/gpm/DownloadsBrowser'
+import { useDownloadsBrowserOpen, getDownloadsBrowserOpen, setDownloadsBrowserOpen } from './components/gpm/downloads-browser-store'
+import { getPromptManagerProOpen, setPromptManagerProOpen } from './components/gpm/prompt-manager-pro-store'
 
 type SetupState = 'loading' | { needsSetup: boolean; needsLicense: boolean }
 type RequiredModelsGateState = 'checking' | 'missing' | 'ready'
@@ -27,6 +29,34 @@ type LtxUpgradeRecommendation = Extract<LtxRecommendation, { status: 'upgrade' }
 
 function AppContent() {
   const { currentView } = useView()
+  const downloadsBrowserOpen = useDownloadsBrowserOpen()
+
+  // Tab toggles both Prompt Manager Pro panels closed/open together — like
+  // Photoshop/Premiere's "hide all panels" — restoring whichever side(s) were
+  // actually open before collapsing.
+  const panelsCollapsedRef = useRef(false)
+  const savedPanelStateRef = useRef({ left: false, right: true })
+  useEffect(() => {
+    const onKeyDown = (e: KeyboardEvent) => {
+      if (e.key !== 'Tab') return
+      const el = document.activeElement as HTMLElement | null
+      const isEditable = !!el && (el.tagName === 'INPUT' || el.tagName === 'TEXTAREA' || el.tagName === 'SELECT' || el.isContentEditable)
+      if (isEditable) return
+      e.preventDefault()
+      if (!panelsCollapsedRef.current) {
+        savedPanelStateRef.current = { left: getDownloadsBrowserOpen(), right: getPromptManagerProOpen() }
+        setDownloadsBrowserOpen(false)
+        setPromptManagerProOpen(false)
+        panelsCollapsedRef.current = true
+      } else {
+        setDownloadsBrowserOpen(savedPanelStateRef.current.left)
+        setPromptManagerProOpen(savedPanelStateRef.current.right)
+        panelsCollapsedRef.current = false
+      }
+    }
+    window.addEventListener('keydown', onKeyDown)
+    return () => window.removeEventListener('keydown', onKeyDown)
+  }, [])
   const { connected, processStatus, isLoading: backendLoading } = useBackend()
   const { settings, saveLtxApiKey, saveFalApiKey, forceApiGenerations, isLoaded, runtimePolicyLoaded } = useAppSettings()
 
@@ -518,7 +548,12 @@ function AppContent() {
 
   return (
     <div className="relative h-screen w-screen">
-      {renderView()}
+      <div
+        className="h-full w-full transition-[margin-left] duration-150"
+        style={{ marginLeft: downloadsBrowserOpen ? 340 : 0 }}
+      >
+        {renderView()}
+      </div>
 
       {showGlobalControls && (
         <div className="fixed top-[18px] right-3 z-50 flex items-center gap-1">
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index a553dfff1..146ec3da5 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -6,8 +6,11 @@
  * permission dance — it's the real filesystem.
  */
 import { useEffect, useRef, useState } from 'react'
-import { ChevronLeft, Film, Folder, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Trash2, Upload, X } from 'lucide-react'
+import { ChevronLeft, Folder, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Send, Trash2, Upload, X } from 'lucide-react'
 import { pathToFileUrl } from '../../lib/file-url'
+import { useProjects } from '../../contexts/ProjectContext'
+import { MediaThumb } from './MediaThumb'
+import { useDownloadsBrowserOpen, setDownloadsBrowserOpen } from './downloads-browser-store'
 
 const C = {
   panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
@@ -16,9 +19,9 @@ const C = {
   blue: '#1f8fff', green: '#28c76f',
 }
 
-interface LibFile { folder: string; name: string; path: string; isVideo: boolean }
+export interface LibFile { folder: string; name: string; path: string; isVideo: boolean }
 const ORDER_KEY = 'gpm_dl_order'
-const FILE_DND = 'application/x-gpm-dl-file'
+export const FILE_DND = 'application/x-gpm-dl-file'
 const FOLDER_DND = 'application/x-gpm-dl-folder'
 
 function loadOrder(): string[] { try { return JSON.parse(localStorage.getItem(ORDER_KEY) || '[]') as string[] } catch { return [] } }
@@ -29,6 +32,7 @@ function applyOrder(folders: string[]): string[] {
 }
 
 function Dock({ onClose }: { onClose: () => void }) {
+  const { setGenSpaceInputImagePath, setCurrentTab } = useProjects()
   const [folders, setFolders] = useState<string[]>([])
   const [files, setFiles] = useState<LibFile[]>([])
   const [active, setActive] = useState<string>('')
@@ -36,6 +40,9 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [renaming, setRenaming] = useState<string | null>(null)
   const [renameVal, setRenameVal] = useState('')
   const [toast, setToast] = useState<string | null>(null)
+  const [moveTarget, setMoveTarget] = useState<LibFile | null>(null)
+  const [moveDest, setMoveDest] = useState('')
+  const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
   const dragFolder = useRef<string | null>(null)
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
 
@@ -86,14 +93,31 @@ function Dock({ onClose }: { onClose: () => void }) {
     const r = await api.gpmLibDeleteFile({ folder: f.folder, name: f.name })
     if (r.success) await refresh(); else flash(r.error)
   }
+  const sendToGenSpace = (f: LibFile) => {
+    if (f.isVideo) return
+    setGenSpaceInputImagePath(f.path)
+    setCurrentTab('gen-space')
+    flash('Sent to Gen Space')
+  }
+  const openMove = (f: LibFile) => {
+    setMoveTarget(f)
+    setMoveDest(folders.find((x) => x !== f.folder) ?? '')
+  }
+  const confirmMove = async () => {
+    if (!moveTarget || !moveDest) return
+    await moveFile(moveTarget, moveDest)
+    setMoveTarget(null)
+  }
 
-  // Drag-reorder folders.
-  const onFolderDrop = (target: string) => {
+  // Drag-reorder folders, with a blue drop-line indicator like the extension.
+  const onFolderDrop = (target: string, before: boolean) => {
     const dragged = dragFolder.current
     dragFolder.current = null
+    setDropLine(null)
     if (!dragged || dragged === target) return
     const order = folders.filter((f) => f !== dragged)
-    const idx = order.indexOf(target)
+    let idx = order.indexOf(target)
+    if (!before) idx += 1
     order.splice(idx, 0, dragged)
     saveOrder(order); setFolders(order)
   }
@@ -126,15 +150,32 @@ function Dock({ onClose }: { onClose: () => void }) {
               key={f}
               draggable
               onDragStart={(e) => { dragFolder.current = f; e.dataTransfer.setData(FOLDER_DND, f); e.dataTransfer.effectAllowed = 'move' }}
-              onDragOver={(e) => { if (e.dataTransfer.types.includes(FOLDER_DND) || e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+              onDragEnd={() => { dragFolder.current = null; setDropLine(null) }}
+              onDragOver={(e) => {
+                if (!e.dataTransfer.types.includes(FOLDER_DND) && !e.dataTransfer.types.includes(FILE_DND)) return
+                e.preventDefault()
+                if (dragFolder.current && dragFolder.current !== f) {
+                  const r = e.currentTarget.getBoundingClientRect()
+                  const before = e.clientY - r.top < r.height / 2
+                  setDropLine({ target: f, before })
+                }
+              }}
+              onDragLeave={() => setDropLine((d) => (d?.target === f ? null : d))}
               onDrop={(e) => {
+                e.preventDefault()
                 if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
-                else onFolderDrop(f)
+                else if (dragFolder.current) onFolderDrop(f, dropLine?.before ?? true)
               }}
               onClick={() => setActive(f)}
-              className="flex items-center gap-1.5 px-3 py-2 cursor-pointer group"
+              className="relative flex items-center gap-1.5 px-3 py-2 cursor-pointer group"
               style={{ background: isActive ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isActive ? C.blue : 'transparent'}` }}
             >
+              {dropLine?.target === f && (
+                <div
+                  className="absolute left-0 right-0 z-10 pointer-events-none"
+                  style={{ [dropLine.before ? 'top' : 'bottom']: -1, height: 2, background: C.blue, boxShadow: `0 0 4px ${C.blue}` }}
+                />
+              )}
               <GripVertical size={12} style={{ color: C.faint, cursor: 'grab' }} />
               <Folder size={13} style={{ color: isActive ? C.blue : C.muted }} />
               {renaming === f ? (
@@ -160,36 +201,72 @@ function Dock({ onClose }: { onClose: () => void }) {
         {activeFiles.length === 0
           ? <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>Empty. Add files or drag media here.</p>
           : (
-            <div className="grid grid-cols-3 gap-2">
+            <div className="grid grid-cols-2 gap-2">
               {activeFiles.map((f) => (
-                <div
-                  key={f.path} draggable
-                  onDragStart={(e) => { e.dataTransfer.setData(FILE_DND, JSON.stringify(f)); e.dataTransfer.effectAllowed = 'move' }}
-                  className="rounded-md overflow-hidden relative group" style={{ aspectRatio: '1', background: '#000', border: `1px solid ${C.border}` }} title={f.name}
+                <MediaThumb
+                  key={f.path} src={pathToFileUrl(f.path)} isVideo={f.isVideo} name={f.name}
+                  className="rounded-md" style={{ border: `1px solid ${C.border}` }}
+                  draggable
+                  onDragStart={(e) => { e.dataTransfer.setData(FILE_DND, JSON.stringify(f)); e.dataTransfer.effectAllowed = 'copyMove' }}
                 >
-                  {f.isVideo
-                    ? <span className="w-full h-full flex items-center justify-center"><Film size={20} style={{ color: C.muted }} /></span>
-                    : <img src={pathToFileUrl(f.path)} alt={f.name} loading="lazy" className="w-full h-full object-cover" draggable={false} />}
-                  <button onClick={() => void deleteFile(f)} title="Delete" className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded opacity-0 group-hover:opacity-100" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
-                </div>
+                  <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100">
+                    {!f.isVideo && (
+                      <button onClick={() => sendToGenSpace(f)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
+                    )}
+                    <button onClick={() => openMove(f)} title="Move to folder…" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><FolderOpen size={11} /></button>
+                    <button onClick={() => void deleteFile(f)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+                  </div>
+                </MediaThumb>
               ))}
             </div>
           )}
       </div>
 
       {toast && <div className="absolute left-1/2 bottom-4 -translate-x-1/2 px-3 py-2 rounded-lg text-xs" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text }}>{toast}</div>}
+
+      <button
+        onClick={onClose} title="Close Downloads Browser"
+        className="fixed top-1/2 -translate-y-1/2 z-[56] flex items-center justify-center"
+        style={{ left: 340, width: 16, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
+      >
+        <ChevronLeft size={14} />
+      </button>
+
+      {moveTarget && (
+        <div className="fixed inset-0 z-[60] flex items-center justify-center" style={{ background: 'rgba(0,0,0,0.55)' }} onClick={() => setMoveTarget(null)}>
+          <div
+            className="rounded-lg p-4 w-[280px]" style={{ background: C.card, border: `1px solid ${C.borderLt}`, boxShadow: '0 20px 50px rgba(0,0,0,0.6)' }}
+            onClick={(e) => e.stopPropagation()}
+          >
+            <p className="text-sm font-semibold mb-2" style={{ color: C.text }}>Move To Folder…</p>
+            <p className="text-xs mb-1 truncate" style={{ color: C.text }}>"{moveTarget.name}"</p>
+            <p className="text-[11px] mb-3" style={{ color: C.muted }}>From: <span style={{ color: C.blue }}>{moveTarget.folder}</span></p>
+            <select
+              value={moveDest} onChange={(e) => setMoveDest(e.target.value)}
+              className="w-full rounded-md px-2 py-1.5 text-xs outline-none mb-3"
+              style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+            >
+              {folders.filter((f) => f !== moveTarget.folder).map((f) => <option key={f} value={f}>{f}</option>)}
+            </select>
+            <div className="flex justify-end gap-2">
+              <button onClick={() => setMoveTarget(null)} className="rounded-md px-3 py-1.5 text-xs font-medium" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>Cancel</button>
+              <button onClick={() => void confirmMove()} disabled={!moveDest} className="rounded-md px-3 py-1.5 text-xs font-medium disabled:opacity-40" style={{ background: C.blue, color: '#fff' }}>Move</button>
+            </div>
+          </div>
+        </div>
+      )}
     </div>
   )
 }
 
 export function DownloadsBrowser() {
-  const [open, setOpen] = useState(false)
+  const open = useDownloadsBrowserOpen()
   if (!open) {
     return (
-      <button onClick={() => setOpen(true)} title="Open Downloads Browser" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
+      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Downloads Browser" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
         <ChevronLeft size={18} style={{ transform: 'rotate(180deg)' }} />
       </button>
     )
   }
-  return <Dock onClose={() => setOpen(false)} />
+  return <Dock onClose={() => setDownloadsBrowserOpen(false)} />
 }
diff --git a/frontend/components/gpm/MediaThumb.tsx b/frontend/components/gpm/MediaThumb.tsx
new file mode 100644
index 000000000..3a4cd5d8d
--- /dev/null
+++ b/frontend/components/gpm/MediaThumb.tsx
@@ -0,0 +1,49 @@
+/**
+ * Widescreen (16:9) media thumbnail with hover side-preview and double-click
+ * lightbox. Renders a real <video> first-frame for videos (muted) and an <img>
+ * for images. Overlay buttons can be passed as children (rendered on top).
+ */
+import { useRef, type CSSProperties, type ReactNode, type DragEvent } from 'react'
+import { Film } from 'lucide-react'
+import { schedulePreview, cancelPreview, openLightbox } from './media-preview'
+
+export function MediaThumb({
+  src, isVideo, name, children, className, style, draggable, onDragStart, onClick, showVideoBadge = true,
+}: {
+  src: string
+  isVideo: boolean
+  name?: string
+  children?: ReactNode
+  className?: string
+  style?: CSSProperties
+  draggable?: boolean
+  onDragStart?: (e: DragEvent) => void
+  onClick?: () => void
+  showVideoBadge?: boolean
+}) {
+  const ref = useRef<HTMLDivElement>(null)
+  return (
+    <div
+      ref={ref}
+      className={`relative overflow-hidden group ${className ?? ''}`}
+      style={{ aspectRatio: '16 / 9', background: '#000', ...style }}
+      title={name}
+      draggable={draggable}
+      onDragStart={onDragStart}
+      onMouseEnter={() => ref.current && schedulePreview(ref.current, { src, isVideo, name })}
+      onMouseLeave={cancelPreview}
+      onDoubleClick={() => { cancelPreview(); openLightbox({ src, isVideo, name }) }}
+      onClick={onClick}
+    >
+      {isVideo
+        ? <video src={src} muted playsInline preload="metadata" className="w-full h-full object-cover" />
+        : <img src={src} alt={name ?? ''} loading="lazy" draggable={false} className="w-full h-full object-cover" />}
+      {isVideo && showVideoBadge && (
+        <span className="absolute top-1 left-1 px-1 py-0.5 rounded text-[8px] font-semibold flex items-center gap-0.5" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}>
+          <Film size={9} />VIDEO
+        </span>
+      )}
+      {children}
+    </div>
+  )
+}
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 8644f66c9..d1d5bc031 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -8,11 +8,11 @@
  */
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
-  Camera, ChevronRight, Copy, Download, Eraser, Film, Folder, FolderPlus, Image as ImageIcon,
+  Camera, ChevronRight, Copy, Download, Eraser, Folder, FolderPlus, Image as ImageIcon,
   Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
-  PERF_FAMILIES, assemblePerformance, perfLabel, type PerfDelivery,
+  PERF_FAMILIES, assemblePerformance, perfLabel, defaultDialogueForFamily, type PerfDelivery,
   SHOT_PRESETS, SHOT_ANCHORS, buildShotPrompt, type ShotState,
   CAM_CATS, filterCameraCards, type CameraCategory,
   WF_ROLES, buildWorkflowPrompt, type WfState, type WfRole,
@@ -27,6 +27,9 @@ import {
   type GpmPanorama, loadPanoramas, putPanorama, deletePanorama, MAX_PANORAMAS,
 } from './gpm-storage'
 import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE } from './gpm-image-file'
+import { FILE_DND, type LibFile } from './DownloadsBrowser'
+import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
+import { MediaThumb } from './MediaThumb'
 
 /* Theme tokens sampled from the LTX / GPM screenshots (from the prototype). */
 const C = {
@@ -54,6 +57,8 @@ interface PerfState {
   asymmetry: number
   dialogue: string
   delivery: PerfDelivery
+  /** True while `dialogue` is the auto-filled per-family default (cleared on focus). */
+  dialogueAuto: boolean
 }
 
 /* Section open-state shared across the dock, with a global collapse-all. */
@@ -172,7 +177,33 @@ function PerformancePanel({
   ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
 }) {
   const up = <K extends keyof PerfState>(k: K, v: PerfState[K]) => setPerf((p) => ({ ...p, [k]: v }))
-  const perfOut = useMemo(() => assemblePerformance(perf), [perf])
+  // Mirrors the extension: the dialogue box shows the family's default as a
+  // placeholder (not a real value) until clicked; if the box is still empty,
+  // the assembled prompt falls back to the placeholder text too.
+  const placeholder = defaultDialogueForFamily(perf.familyIndex)
+  const perfOut = useMemo(
+    () => assemblePerformance({ ...perf, dialogue: perf.dialogue || placeholder }),
+    [perf, placeholder],
+  )
+
+  // Family change: if the box currently holds a previous auto-filled default
+  // (dialogueAuto), swap it for the new family's text. If the box is empty
+  // and untouched, leave it empty — the placeholder above already updates.
+  const changeFamily = (idx: number) => setPerf((p) => ({
+    ...p, familyIndex: idx,
+    dialogue: p.dialogueAuto ? defaultDialogueForFamily(idx) : p.dialogue,
+  }))
+  // Clicking into an empty box promotes the placeholder into a real, selected value.
+  const onDialogueClick = (e: React.MouseEvent<HTMLTextAreaElement>) => {
+    if (perf.dialogue) return
+    const v = defaultDialogueForFamily(perf.familyIndex)
+    if (!v) return
+    setPerf((p) => ({ ...p, dialogue: v, dialogueAuto: true }))
+    const el = e.currentTarget
+    requestAnimationFrame(() => el.select())
+  }
+  // Typing marks the field as user-owned so later family changes won't overwrite it.
+  const onDialogueChange = (v: string) => setPerf((p) => ({ ...p, dialogue: v, dialogueAuto: false }))
   return (
     <div>
       <p className="text-[11px] mb-3" style={{ color: C.muted }}>
@@ -181,7 +212,7 @@ function PerformancePanel({
       <Section id="perf-controls" title="Controls" ctl={ctl}>
         <Label>Emotion Family</Label>
         <select
-          value={perf.familyIndex} onChange={(e) => up('familyIndex', parseInt(e.target.value, 10))}
+          value={perf.familyIndex} onChange={(e) => changeFamily(parseInt(e.target.value, 10))}
           className="w-full rounded-md px-3 py-2 text-sm mb-4 outline-none"
           style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
         >
@@ -202,13 +233,28 @@ function PerformancePanel({
 
         <div className="mt-4 mb-1 flex items-center gap-2">
           <Label>Dialogue</Label>
-          {perf.dialogue.trim() && <span className="text-[10px]" style={{ color: C.amber }}>auto-appends lip sync</span>}
+          {!perf.dialogue
+            ? <span className="text-[10px]" style={{ color: C.faint }}>click to use the default, or type your own</span>
+            : perf.dialogue.trim() ? <span className="text-[10px]" style={{ color: C.amber }}>auto-appends lip sync</span> : null}
+        </div>
+        <div className="relative">
+          <textarea
+            value={perf.dialogue} placeholder={placeholder} onClick={onDialogueClick}
+            onChange={(e) => onDialogueChange(e.target.value)} rows={2}
+            className="w-full rounded-md px-3 py-2 pr-7 text-sm outline-none resize-none"
+            style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+          />
+          {perf.dialogue && (
+            <button
+              type="button" title="Clear dialogue" tabIndex={-1}
+              onClick={() => setPerf((p) => ({ ...p, dialogue: '', dialogueAuto: false }))}
+              className="absolute top-1.5 right-1.5 h-5 w-5 flex items-center justify-center rounded"
+              style={{ color: C.faint }}
+            >
+              <X size={12} />
+            </button>
+          )}
         </div>
-        <textarea
-          value={perf.dialogue} onChange={(e) => up('dialogue', e.target.value)} rows={2}
-          className="w-full rounded-md px-3 py-2 text-sm outline-none resize-none"
-          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
-        />
 
         <Label className="mt-4">Delivery</Label>
         <select
@@ -562,7 +608,7 @@ function WorkflowPanel({
                 >
                   {s.imgId && imgById[s.imgId]
                     ? (imgById[s.imgId].isVideo
-                        ? <Film size={16} style={{ color: C.amber }} />
+                        ? <video src={imgById[s.imgId].dataUrl} muted playsInline preload="metadata" className="w-full h-full object-cover" />
                         : <img src={imgById[s.imgId].dataUrl} alt="" className="w-full h-full object-cover" />)
                     : <ImageIcon size={15} style={{ color: C.faint }} />}
                 </button>
@@ -726,7 +772,7 @@ function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick
                     className="rounded-md overflow-hidden" style={{ aspectRatio: '16/9', background: '#000', border: `1px solid ${C.border}` }}
                   >
                     {im.isVideo
-                      ? <span className="w-full h-full flex items-center justify-center"><Film size={18} style={{ color: C.amber }} /></span>
+                      ? <video src={im.dataUrl} muted playsInline preload="metadata" className="w-full h-full object-cover" />
                       : <img src={im.dataUrl} alt={im.name} className="w-full h-full object-cover" />}
                   </button>
                 ))}
@@ -1071,22 +1117,36 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
   }
   const removeImage = (id: string) => { void deleteImage(id); setImages(images.filter((im) => im.id !== id)) }
 
+  // Drop a file from the Downloads Browser into a folder — reads it off disk
+  // via IPC and adds it as a real library image.
+  const addFromLibFile = async (f: LibFile, folderId: string | null) => {
+    const api = window.electronAPI
+    if (!api) return
+    const r = await api.gpmLibReadAsDataUrl({ path: f.path })
+    if (!r.success) { flash(r.error); return }
+    const img: GpmImage = { id: gpmId(), name: f.name, folderId, dataUrl: r.dataUrl, addedAt: Date.now(), isVideo: f.isVideo }
+    await putImage(img); setImages((prev) => [img, ...prev])
+    flash(`Added ${f.name}`)
+  }
+  const onLibFileDrop = (e: React.DragEvent, folderId: string | null) => {
+    const raw = e.dataTransfer.getData(FILE_DND)
+    if (!raw) return
+    e.preventDefault()
+    void addFromLibFile(JSON.parse(raw) as LibFile, folderId)
+  }
+
   const renderGrid = (items: GpmImage[]) => (
-    <div className="grid grid-cols-3 gap-2">
+    <div className="grid grid-cols-2 gap-2">
       {items.map((im) => (
-        <div
-          key={im.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${C.border}`, background: C.card }} title={im.name}
-          draggable={!im.isVideo}
+        <MediaThumb
+          key={im.id} src={im.dataUrl} isVideo={im.isVideo} name={im.name}
+          className="rounded-md" style={{ border: `1px solid ${C.border}` }}
+          draggable
           onDragStart={(e) => {
             e.dataTransfer.setData(GPM_IMAGE_DND_TYPE, JSON.stringify({ name: im.name, dataUrl: im.dataUrl }))
             e.dataTransfer.effectAllowed = 'copy'
           }}
         >
-          <div style={{ aspectRatio: '1', background: '#000' }} className="flex items-center justify-center">
-            {im.isVideo
-              ? <Film size={20} style={{ color: C.amber }} />
-              : <img src={im.dataUrl} alt={im.name} className="w-full h-full object-cover" draggable={false} />}
-          </div>
           <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
             {!im.isVideo && (
               <button onClick={() => onUse(im)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
@@ -1094,7 +1154,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
             <button onClick={() => onCopy(im.name)} title="Copy filename" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Copy size={11} /></button>
             <button onClick={() => removeImage(im.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
           </div>
-        </div>
+        </MediaThumb>
       ))}
     </div>
   )
@@ -1120,8 +1180,13 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
       {folders.map((f) => {
         const items = images.filter((im) => im.folderId === f.id)
         return (
+          <div
+            key={f.id}
+            onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+            onDrop={(e) => onLibFileDrop(e, f.id)}
+          >
           <Section
-            key={f.id} id={`if-${f.id}`} ctl={ctl}
+            id={`if-${f.id}`} ctl={ctl}
             title={<span className="flex items-center gap-1.5"><Folder size={12} style={{ color: C.muted }} />{f.name} ({items.length})</span>}
             right={
               <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
@@ -1141,12 +1206,18 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
               ? <button onClick={() => pickFor(f.id)} className="w-full rounded-md py-3 text-[11px] flex items-center justify-center gap-1.5" style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}><ImageIcon size={14} />Add images</button>
               : renderGrid(items)}
           </Section>
+          </div>
         )
       })}
       {unassigned.length > 0 && (
-        <Section id="if-unassigned" ctl={ctl} title={`Unassigned (${unassigned.length})`}>
-          {renderGrid(unassigned)}
-        </Section>
+        <div
+          onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+          onDrop={(e) => onLibFileDrop(e, null)}
+        >
+          <Section id="if-unassigned" ctl={ctl} title={`Unassigned (${unassigned.length})`}>
+            {renderGrid(unassigned)}
+          </Section>
+        </div>
       )}
       <input ref={fileRef} type="file" accept="image/*,video/*" multiple className="hidden" onChange={onFiles} />
     </div>
@@ -1173,7 +1244,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
   const [perf, setPerf] = useState<PerfState>({
     familyIndex: 0, intensity: 0.5, asymmetry: 0.25,
-    dialogue: "I don't know how to do this without you.", delivery: 'natural',
+    dialogue: '', delivery: 'natural', dialogueAuto: false,
   })
   const perfText = useMemo(() => assemblePerformance(perf).text, [perf])
 
@@ -1282,10 +1353,11 @@ function Dock({ onClose }: { onClose: () => void }) {
             {allOpen ? '⊟' : '⊞'}
           </button>
           <button
-            onClick={() => setExpanded(true)} title="Enlarge panel (Esc to shrink)"
-            className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
+            onClick={() => setExpanded(true)} title="Enlarge panel for a bigger workspace (Esc to shrink)"
+            className="flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold"
+            style={{ color: '#fff', background: C.blue }}
           >
-            <Maximize2 size={13} />
+            <Maximize2 size={13} />Enlarge
           </button>
           <button onClick={onClose} className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }} title="Close">
             <X size={16} />
@@ -1381,17 +1453,17 @@ function Dock({ onClose }: { onClose: () => void }) {
 
 /* ---- Self-mounting launcher ---------------------------------------------- */
 export function PromptManagerPro() {
-  const [open, setOpen] = useState(true)
+  const open = usePromptManagerProOpen()
   if (!open) {
     return (
       <button
-        onClick={() => setOpen(true)} title="Open Prompt Manager Pro"
-        className="fixed bottom-4 right-4 z-[55] flex items-center gap-1.5 rounded-full px-3.5 py-2 text-xs font-semibold shadow-lg"
-        style={{ background: C.blue, color: '#fff' }}
+        onClick={() => setPromptManagerProOpen(true)} title="Open Prompt Manager Pro"
+        className="fixed top-1/2 -translate-y-1/2 right-0 z-[55] flex items-center justify-center"
+        style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
-        <Wand2 size={14} />Prompt Manager Pro
+        <ChevronRight size={18} style={{ transform: 'rotate(180deg)' }} />
       </button>
     )
   }
-  return <Dock onClose={() => setOpen(false)} />
+  return <Dock onClose={() => setPromptManagerProOpen(false)} />
 }
diff --git a/frontend/components/gpm/downloads-browser-store.ts b/frontend/components/gpm/downloads-browser-store.ts
new file mode 100644
index 000000000..08c0b728c
--- /dev/null
+++ b/frontend/components/gpm/downloads-browser-store.ts
@@ -0,0 +1,28 @@
+/**
+ * Tiny shared open/closed flag for the Downloads Browser, so the app shell
+ * (App.tsx) can shift the main content over while the panel is open instead
+ * of letting the fixed-position panel overlay the editor's Assets panel.
+ */
+import { useSyncExternalStore } from 'react'
+
+let isOpen = false
+const listeners = new Set<() => void>()
+
+export function getDownloadsBrowserOpen(): boolean {
+  return isOpen
+}
+
+export function setDownloadsBrowserOpen(value: boolean): void {
+  if (isOpen === value) return
+  isOpen = value
+  listeners.forEach((l) => l())
+}
+
+function subscribe(listener: () => void): () => void {
+  listeners.add(listener)
+  return () => listeners.delete(listener)
+}
+
+export function useDownloadsBrowserOpen(): boolean {
+  return useSyncExternalStore(subscribe, getDownloadsBrowserOpen)
+}
diff --git a/frontend/components/gpm/media-preview.ts b/frontend/components/gpm/media-preview.ts
new file mode 100644
index 000000000..d1f1d8403
--- /dev/null
+++ b/frontend/components/gpm/media-preview.ts
@@ -0,0 +1,152 @@
+/**
+ * Shared media preview for Prompt Manager Pro thumbnails (ported from the Grok
+ * extension's hover-preview + lightbox).
+ *  - Hover (500ms delay) → a larger preview popup to the side; videos autoplay
+ *    muted + looped, images scale to fit. Dismissed on leave / scroll / click.
+ *  - Double-click → a fullscreen lightbox; images zoom, videos play with sound.
+ * Implemented imperatively against document.body so a single shared popup/lightbox
+ * serves every thumbnail without React plumbing.
+ */
+
+export interface PreviewMedia { src: string; isVideo: boolean; name?: string }
+
+const DELAY_MS = 500
+const MAX = 480
+const GAP = 12
+
+let hoverEl: HTMLDivElement | null = null
+let hoverTimer: ReturnType<typeof setTimeout> | null = null
+
+function ensureHover(): HTMLDivElement {
+  if (hoverEl) return hoverEl
+  const el = document.createElement('div')
+  el.id = 'gpm-hover-preview'
+  el.style.cssText = [
+    'position:fixed', 'z-index:2147483600', 'pointer-events:none', 'display:none',
+    'border-radius:10px', 'overflow:hidden', 'background:#0e0e12',
+    'border:1px solid #34343d', 'box-shadow:0 18px 50px rgba(0,0,0,0.6)',
+  ].join(';')
+  document.body.appendChild(el)
+  window.addEventListener('scroll', hidePreview, true)
+  window.addEventListener('click', hidePreview, true)
+  hoverEl = el
+  return el
+}
+
+export function schedulePreview(anchor: HTMLElement, media: PreviewMedia): void {
+  if (!media.src) return
+  if (hoverTimer) clearTimeout(hoverTimer)
+  hoverTimer = setTimeout(() => showPreview(anchor, media), DELAY_MS)
+}
+
+export function cancelPreview(): void {
+  if (hoverTimer) { clearTimeout(hoverTimer); hoverTimer = null }
+  hidePreview()
+}
+
+function showPreview(anchor: HTMLElement, media: PreviewMedia): void {
+  const el = ensureHover()
+  el.innerHTML = ''
+  const common = 'display:block;max-width:480px;max-height:480px;width:auto;height:auto;'
+  if (media.isVideo) {
+    const v = document.createElement('video')
+    v.src = media.src; v.muted = true; v.loop = true; v.autoplay = true; v.playsInline = true
+    v.setAttribute('playsinline', ''); v.draggable = false; v.style.cssText = common
+    el.appendChild(v)
+    void v.play().catch(() => {})
+  } else {
+    const img = document.createElement('img')
+    img.src = media.src; img.draggable = false; img.style.cssText = common
+    el.appendChild(img)
+  }
+  el.style.display = 'block'
+  el.style.left = '-9999px'
+  el.style.top = '0px'
+  requestAnimationFrame(() => positionPreview(anchor))
+}
+
+function positionPreview(anchor: HTMLElement): void {
+  if (!hoverEl) return
+  const r = anchor.getBoundingClientRect()
+  const vw = window.innerWidth, vh = window.innerHeight
+  const w = Math.min(hoverEl.offsetWidth || MAX, MAX)
+  const h = Math.min(hoverEl.offsetHeight || MAX, MAX)
+  let left = r.left - w - GAP
+  let top = r.top + r.height / 2 - h / 2
+  if (left < 8) {
+    const right = r.right + GAP
+    if (right + w <= vw - 8) left = right
+    else {
+      left = Math.max(8, Math.min(vw - w - 8, r.left + r.width / 2 - w / 2))
+      const above = r.top - h - GAP, below = r.bottom + GAP
+      top = above >= 8 ? above : (below + h <= vh - 8 ? below : top)
+    }
+  }
+  hoverEl.style.top = Math.max(8, Math.min(vh - h - 8, top)) + 'px'
+  hoverEl.style.left = Math.max(8, Math.min(vw - w - 8, left)) + 'px'
+}
+
+function hidePreview(): void {
+  if (!hoverEl) return
+  const v = hoverEl.querySelector('video')
+  if (v) v.pause()
+  hoverEl.style.display = 'none'
+  hoverEl.innerHTML = ''
+}
+
+// ── Lightbox ────────────────────────────────────────────────────────────────
+let lightboxEl: HTMLDivElement | null = null
+
+export function openLightbox(media: PreviewMedia): void {
+  cancelPreview()
+  closeLightbox()
+  const overlay = document.createElement('div')
+  overlay.id = 'gpm-lightbox'
+  overlay.style.cssText = [
+    'position:fixed', 'inset:0', 'z-index:2147483601', 'background:rgba(0,0,0,0.85)',
+    'display:flex', 'align-items:center', 'justify-content:center', 'padding:32px',
+  ].join(';')
+
+  const stop = (e: Event) => e.stopPropagation()
+  const inner = 'max-width:95vw;max-height:92vh;border-radius:8px;box-shadow:0 20px 60px rgba(0,0,0,0.7);'
+  if (media.isVideo) {
+    const v = document.createElement('video')
+    v.src = media.src; v.controls = true; v.autoplay = true; v.loop = true; v.playsInline = true
+    v.style.cssText = inner; v.onclick = stop
+    overlay.appendChild(v)
+    void v.play().catch(() => {})
+  } else {
+    const img = document.createElement('img')
+    img.src = media.src; img.style.cssText = inner + 'object-fit:contain;'; img.onclick = stop
+    overlay.appendChild(img)
+  }
+  const close = document.createElement('button')
+  close.textContent = '✕'
+  close.title = 'Close (Esc)'
+  close.style.cssText = [
+    'position:absolute', 'top:16px', 'right:20px', 'width:36px', 'height:36px',
+    'border-radius:8px', 'border:1px solid #34343d', 'background:#16161b', 'color:#f3f3f6',
+    'font-size:16px', 'cursor:pointer',
+  ].join(';')
+  close.onclick = closeLightbox
+  overlay.appendChild(close)
+  if (media.name) {
+    const label = document.createElement('div')
+    label.textContent = media.name
+    label.style.cssText = 'position:absolute;bottom:16px;left:0;right:0;text-align:center;color:#8c8c95;font-size:12px;font-family:system-ui,sans-serif;'
+    overlay.appendChild(label)
+  }
+  overlay.addEventListener('click', closeLightbox)
+  document.body.appendChild(overlay)
+  lightboxEl = overlay
+  window.addEventListener('keydown', onLightboxKey, true)
+}
+
+function onLightboxKey(e: KeyboardEvent): void {
+  if (e.key === 'Escape') { e.preventDefault(); closeLightbox() }
+}
+
+export function closeLightbox(): void {
+  window.removeEventListener('keydown', onLightboxKey, true)
+  if (lightboxEl) { lightboxEl.remove(); lightboxEl = null }
+}
diff --git a/frontend/components/gpm/prompt-manager-pro-store.ts b/frontend/components/gpm/prompt-manager-pro-store.ts
new file mode 100644
index 000000000..0867db147
--- /dev/null
+++ b/frontend/components/gpm/prompt-manager-pro-store.ts
@@ -0,0 +1,28 @@
+/**
+ * Tiny shared open/closed flag for the Prompt Manager Pro right dock, mirroring
+ * downloads-browser-store.ts — lets the app shell drive it (e.g. a "collapse
+ * all panels" hotkey) without prop-drilling.
+ */
+import { useSyncExternalStore } from 'react'
+
+let isOpen = true
+const listeners = new Set<() => void>()
+
+export function getPromptManagerProOpen(): boolean {
+  return isOpen
+}
+
+export function setPromptManagerProOpen(value: boolean): void {
+  if (isOpen === value) return
+  isOpen = value
+  listeners.forEach((l) => l())
+}
+
+function subscribe(listener: () => void): () => void {
+  listeners.add(listener)
+  return () => listeners.delete(listener)
+}
+
+export function usePromptManagerProOpen(): boolean {
+  return useSyncExternalStore(subscribe, getPromptManagerProOpen)
+}
diff --git a/frontend/gpm-core/performance.ts b/frontend/gpm-core/performance.ts
index 063abac32..f7d1d971f 100644
--- a/frontend/gpm-core/performance.ts
+++ b/frontend/gpm-core/performance.ts
@@ -163,6 +163,44 @@ export const PERF_FAMILIES: PerfFamily[] = [
   ] },
 ];
 
+/**
+ * Per-family default dialogue — pre-filled into the dialogue box for each
+ * emotion (and injected) until the user clicks to type their own. Strings for
+ * matching families come from the Grok extension; the rest are authored to fit.
+ */
+export const PERF_DEFAULT_DIALOGUE: Record<string, string> = {
+  Sadness: "I don't know how to do this without you.",
+  Fear: "Something's wrong. I can feel it.",
+  Anger: "Don't ever say that to me again.",
+  Joy: "I can't believe this is real.",
+  Surprise: 'Wait — what did you just say?',
+  Disgust: "I can't even look at this.",
+  Determination: "Move. I'm not asking again.",
+  Tenderness: "Hey. I've got you.",
+  Awe: 'Are you seeing this?',
+  Sinister: "Oh, we're going to have so much fun.",
+  Hope: 'Do you really think so?',
+  Exhaustion: "I just... I can't right now.",
+  Longing: 'I keep reaching for you, and you are never there.',
+  Pride: 'I did that. Me.',
+  Shame: 'Can we just— forget I said that?',
+  Guilt: 'I should have told you sooner.',
+  Contempt: "You actually thought I'd believe that.",
+  Envy: "No, it's fine. I'm happy for you.",
+  Confusion: "That doesn't make any sense.",
+  Boredom: 'Are we done yet?',
+  Anticipation: 'Any second now. Any second.',
+  Relief: 'Oh thank god. Thank god.',
+  Nostalgia: 'We were really something back then.',
+  Curiosity: 'Wait... what is that?',
+};
+
+/** Default dialogue for a family index (empty string if none). */
+export function defaultDialogueForFamily(familyIndex: number): string {
+  const fam = PERF_FAMILIES[familyIndex]
+  return fam ? (PERF_DEFAULT_DIALOGUE[fam.family] ?? '') : ''
+}
+
 const lerp = (a: number, b: number, t: number): number => a + (b - a) * t;
 
 interface WaypointPair {
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index ca9d5dbbf..2cc4b49dd 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -19,6 +19,7 @@ import { GenerationErrorDialog } from '../components/GenerationErrorDialog'
 import { addVisualAssetToProject } from '../lib/asset-copy'
 import { pathToFileUrl } from '../lib/file-url'
 import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from '../components/gpm/gpm-image-file'
+import { FILE_DND, type LibFile } from '../components/gpm/DownloadsBrowser'
 import {
   areVideoGenerationSettingsEquivalent,
   getVideoGenerationModelSpecs,
@@ -455,6 +456,14 @@ function PromptBar({
       return
     }
 
+    // Image dragged from the Downloads Browser — already a real file on disk.
+    const dlData = e.dataTransfer.getData(FILE_DND)
+    if (dlData) {
+      const f = JSON.parse(dlData) as LibFile
+      if (!f.isVideo) onInputImageChange(f.path)
+      return
+    }
+
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
       const asset = JSON.parse(assetData) as Asset
@@ -598,6 +607,12 @@ function PromptBar({
             value={prompt}
             onChange={(e) => onPromptChange(e.target.value)}
             onKeyDown={handleKeyDown}
+            onDragOver={(e) => {
+              if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault()
+            }}
+            onDrop={(e) => {
+              if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) handleDrop(e)
+            }}
             placeholder={mode === 'retake'
               ? "Describe what should happen in the selected section..."
               : mode === 'ic-lora'
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index 45ab04b1a..37e7160e8 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -726,6 +726,7 @@ function VideoEditorWithStore({
         playbackTimeRef={playbackTimeRef}
         setDraggingMarker={handleProgramMonitorMarkerDrag}
         kbLayout={kbLayout}
+        currentProjectId={currentProjectId}
       />
     </div>
   )
@@ -827,6 +828,7 @@ function VideoEditorWithStore({
                 >
                   <VideoEditorSourceMonitor
                     ref={sourceMonitorActionsRef}
+                    currentProjectId={currentProjectId}
                   />
                 </div>
               </Panel>
diff --git a/frontend/views/editor/ProgramMonitor.tsx b/frontend/views/editor/ProgramMonitor.tsx
index 82c6b4290..51554213a 100644
--- a/frontend/views/editor/ProgramMonitor.tsx
+++ b/frontend/views/editor/ProgramMonitor.tsx
@@ -2,7 +2,7 @@ import React from 'react'
 import {
   Layers, Video, ChevronDown,
   ChevronLeft, ChevronRight, Pause, Play, Repeat,
-  Expand, Shrink,
+  Expand, Shrink, XCircle,
 } from 'lucide-react'
 import { Button } from '../../components/ui/button'
 import { Tooltip } from '../../components/ui/tooltip'
@@ -27,6 +27,7 @@ import {
   selectTracks,
 } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
+import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
 
 type MonitorRenderMode = 'playback' | 'scrub'
 type SyncTarget = 'active' | 'incoming' | 'compositing'
@@ -414,6 +415,7 @@ export interface ProgramMonitorProps {
   playbackTimeRef: React.MutableRefObject<number>
   setDraggingMarker: React.Dispatch<React.SetStateAction<'timelineIn' | 'timelineOut' | null>>
   kbLayout: KeyboardLayout
+  currentProjectId?: string | null
 }
 
 export interface ProgramMonitorHandle {
@@ -424,9 +426,12 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
   playbackTimeRef,
   setDraggingMarker,
   kbLayout,
+  currentProjectId = null,
 }: ProgramMonitorProps, ref) {
   const {
     clearClipSelection,
+    clearTimelineMarks,
+    insertAssetsToTimeline,
     pause,
     play,
     selectClip,
@@ -1150,6 +1155,14 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
           ref={previewContainerRef}
           className={`flex-1 relative overflow-hidden min-h-0 min-w-0 ${isFullscreen ? 'bg-black' : ''}`}
           style={{ backgroundColor: isFullscreen ? '#000' : '#333', ...(previewZoom !== 'fit' ? { cursor: 'grab' } : {}) }}
+          onDragOver={(e) => { if (isDroppedMediaEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
+          onDrop={(e) => {
+            if (!isDroppedMediaEvent(e)) return
+            e.preventDefault()
+            void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
+              if (asset) insertAssetsToTimeline({ assets: [asset], trackIndex: 0, startTime: currentTime })
+            })
+          }}
           onMouseDown={(e) => {
             if (previewZoom === 'fit') return
             if (e.button !== 0 && e.button !== 1) return
@@ -1830,6 +1843,20 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
                 <Repeat className="h-3 w-3" />
               </Button>
             </Tooltip>
+            {/* Clear In/Out */}
+            <Tooltip content={tooltipLabel('Clear In/Out', getShortcutLabel(kbLayout, 'mark.clearInOut'))} side="top">
+              <Button
+                variant="ghost" size="icon"
+                className={`h-6 w-6 text-zinc-500 ${inPoint === null && outPoint === null ? 'opacity-30 cursor-not-allowed' : ''}`}
+                disabled={inPoint === null && outPoint === null}
+                onClick={() => {
+                  if (playingInOut) { togglePlayInOut(); pause() }
+                  clearTimelineMarks()
+                }}
+              >
+                <XCircle className="h-3.5 w-3.5" />
+              </Button>
+            </Tooltip>
           </div>
 
           {/* Resolution dropdown */}
diff --git a/frontend/views/editor/VideoEditorSourceMonitor.tsx b/frontend/views/editor/VideoEditorSourceMonitor.tsx
index 65a3ba8ce..d9be1aecf 100644
--- a/frontend/views/editor/VideoEditorSourceMonitor.tsx
+++ b/frontend/views/editor/VideoEditorSourceMonitor.tsx
@@ -6,6 +6,7 @@ import { Tooltip } from '../../components/ui/tooltip'
 import { pathToFileUrl } from '../../lib/file-url'
 import { selectHasSourceAsset } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
+import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
 
 export type SourceKeyboardAction =
   | 'transport.playPause'
@@ -51,7 +52,11 @@ function getLoopRange(sourceIn: number | null, sourceOut: number | null, duratio
     : { start: end, end: start }
 }
 
-export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonitorHandle>(function VideoEditorSourceMonitor(_props, ref) {
+export interface VideoEditorSourceMonitorProps {
+  currentProjectId?: string | null
+}
+
+export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonitorHandle, VideoEditorSourceMonitorProps>(function VideoEditorSourceMonitor({ currentProjectId = null }, ref) {
   const {
     closeSourceMonitor,
     insertSourceEdit,
@@ -375,7 +380,15 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
         </Tooltip>
       </div>
 
-      <div className="flex-1 relative overflow-hidden bg-black flex items-center justify-center min-h-0">
+      <div
+        className="flex-1 relative overflow-hidden bg-black flex items-center justify-center min-h-0"
+        onDragOver={(e) => { if (isDroppedMediaEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
+        onDrop={(e) => {
+          if (!isDroppedMediaEvent(e)) return
+          e.preventDefault()
+          void readDroppedMediaAsset(e, currentProjectId).then((asset) => { if (asset) openAsset(asset) })
+        }}
+      >
         {sourceAsset ? (
           <>
             {sourceAsset.type === 'video' ? (
diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index ea690c6e6..0e78d7220 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -22,6 +22,8 @@ import { useAppSettings } from '../../contexts/AppSettingsContext'
 import { useVideoGenerationModelSpecs } from '../../hooks/use-video-generation-model-specs'
 import type { GenerationError } from '../../lib/generation-errors'
 import { addVisualAssetToProject } from '../../lib/asset-copy'
+import { GPM_IMAGE_DND_TYPE } from '../../components/gpm/gpm-image-file'
+import { FILE_DND } from '../../components/gpm/DownloadsBrowser'
 import { GapGenerationModal } from './GapGenerationModal'
 import { ClipContextMenu, type ClipContextMenuState } from './ClipContextMenu'
 import type { TimelineClip, Track, SubtitleClip, Asset, TextOverlayStyle } from '../../types/project-model'
@@ -2199,8 +2201,14 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                   }}
                   className="relative"
                   onDragOver={(e) => {
-                    // Allow asset/timeline drops anywhere on the timeline area
-                    if (e.dataTransfer.types.includes('assetid') || e.dataTransfer.types.includes('assetids') || e.dataTransfer.types.includes('asset') || e.dataTransfer.types.includes('timeline')) {
+                    // Allow asset/timeline drops anywhere on the timeline area, including
+                    // images/videos dragged from the Prompt Manager Pro Downloads Browser
+                    // or Images tab.
+                    if (
+                      e.dataTransfer.types.includes('assetid') || e.dataTransfer.types.includes('assetids')
+                      || e.dataTransfer.types.includes('asset') || e.dataTransfer.types.includes('timeline')
+                      || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE)
+                    ) {
                       e.preventDefault()
                       e.dataTransfer.dropEffect = 'copy'
                     }
diff --git a/frontend/views/editor/dropped-media-asset.ts b/frontend/views/editor/dropped-media-asset.ts
new file mode 100644
index 000000000..26c3a5386
--- /dev/null
+++ b/frontend/views/editor/dropped-media-asset.ts
@@ -0,0 +1,73 @@
+/**
+ * Builds a full project `Asset` from an image/video dropped from the Prompt
+ * Manager Pro Downloads Browser (`FILE_DND`) or Images tab (`GPM_IMAGE_DND_TYPE`)
+ * — neither is a registered project Asset yet, so this copies the file into
+ * project storage and probes duration/dimensions, mirroring the file-picker
+ * import path in `useEditorMediaImport.ts`.
+ */
+import type { Asset } from '../../types/project-model'
+import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from '../../components/gpm/gpm-image-file'
+import { FILE_DND, type LibFile } from '../../components/gpm/DownloadsBrowser'
+import { addVisualAssetToProject } from '../../lib/asset-copy'
+import { pathToFileUrl } from '../../lib/file-url'
+
+function getMediaDuration(url: string): Promise<number> {
+  return new Promise((resolve) => {
+    const v = document.createElement('video')
+    v.src = url
+    v.onloadedmetadata = () => resolve(v.duration)
+    v.onerror = () => resolve(5)
+  })
+}
+
+export async function buildAssetFromPath(path: string, isVideo: boolean, currentProjectId: string | null, name: string): Promise<Asset> {
+  let persistentPath = path
+  let bigThumbnailPath: string | undefined
+  let smallThumbnailPath: string | undefined
+  let width: number | undefined
+  let height: number | undefined
+  let duration = 5
+  if (isVideo) duration = await getMediaDuration(pathToFileUrl(path))
+  if (currentProjectId) {
+    const copied = await addVisualAssetToProject(path, currentProjectId, isVideo ? 'video' : 'image')
+    if (copied) {
+      persistentPath = copied.path
+      bigThumbnailPath = copied.bigThumbnailPath
+      smallThumbnailPath = copied.smallThumbnailPath
+      width = copied.width
+      height = copied.height
+    }
+  }
+  return {
+    id: `asset-${Date.now()}-${Math.random().toString(36).slice(2, 11)}`,
+    type: isVideo ? 'video' : 'image',
+    path: persistentPath,
+    bigThumbnailPath,
+    smallThumbnailPath,
+    width,
+    height,
+    prompt: `Imported: ${name}`,
+    resolution: 'imported',
+    duration,
+    createdAt: Date.now(),
+  }
+}
+
+export function isDroppedMediaEvent(e: React.DragEvent): boolean {
+  return e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE)
+}
+
+/** Reads a Downloads Browser / Images tab drop payload and resolves it to a full Asset, or null if neither type is present. */
+export function readDroppedMediaAsset(e: React.DragEvent, currentProjectId: string | null): Promise<Asset | null> {
+  const dlData = e.dataTransfer.getData(FILE_DND)
+  if (dlData) {
+    const f = JSON.parse(dlData) as LibFile
+    return buildAssetFromPath(f.path, f.isVideo, currentProjectId, f.name)
+  }
+  const gpmData = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+  if (gpmData) {
+    const { name, dataUrl } = JSON.parse(gpmData) as GpmDndImage
+    return saveDataUrlToTempFile(dataUrl, name).then((path) => buildAssetFromPath(path, false, currentProjectId, name))
+  }
+  return Promise.resolve(null)
+}
diff --git a/frontend/views/editor/editor-selectors.ts b/frontend/views/editor/editor-selectors.ts
index 0e6cc9416..fa386468f 100644
--- a/frontend/views/editor/editor-selectors.ts
+++ b/frontend/views/editor/editor-selectors.ts
@@ -337,11 +337,13 @@ export function selectActiveTimelineOutPoint(state: EditorState): number | null
   return selectActiveTimelineInOutRange(state).outPoint
 }
 
+/** End of the last clip on the timeline, with no padding — used to stop playback at content end. */
+export function selectContentEnd(state: EditorState): number {
+  return selectClips(state).reduce((max, clip) => Math.max(max, clip.startTime + clip.duration), 0)
+}
+
 export function selectTotalDuration(state: EditorState): number {
-  return Math.max(
-    selectClips(state).reduce((max, clip) => Math.max(max, clip.startTime + clip.duration), 0),
-    30,
-  )
+  return Math.max(selectContentEnd(state), 30)
 }
 
 export function selectZoom(state: EditorState): number {
diff --git a/frontend/views/editor/usePlaybackEngine.ts b/frontend/views/editor/usePlaybackEngine.ts
index faa7321ec..ecb7121e8 100644
--- a/frontend/views/editor/usePlaybackEngine.ts
+++ b/frontend/views/editor/usePlaybackEngine.ts
@@ -2,10 +2,10 @@ import { useEffect, useLayoutEffect, useRef } from 'react'
 import {
   selectActiveTimelineInPoint,
   selectActiveTimelineOutPoint,
+  selectContentEnd,
   selectIsPlaying,
   selectPlayingInOut,
   selectShuttleSpeed,
-  selectTotalDuration,
 } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
 
@@ -25,7 +25,7 @@ export function usePlaybackEngine(params: UsePlaybackEngineParams) {
   const playingInOut = useEditorStore(selectPlayingInOut)
   const inPoint = useEditorStore(selectActiveTimelineInPoint)
   const outPoint = useEditorStore(selectActiveTimelineOutPoint)
-  const totalDuration = useEditorStore(selectTotalDuration)
+  const contentEnd = useEditorStore(selectContentEnd)
 
   const lastStateUpdateRef = useRef(0)
   const prevIsPlayingRef = useRef(isPlaying)
@@ -43,6 +43,19 @@ export function usePlaybackEngine(params: UsePlaybackEngineParams) {
   useEffect(() => {
     if (!isPlaying) return
 
+    // If we're sitting at/past the active stop bound (OUT point or content
+    // end) when Play is pressed, restart from the IN point (or 0) instead of
+    // sitting motionless at the bound.
+    if (!playingInOut) {
+      const contentLimit = contentEnd > 0 ? contentEnd : 30
+      const bound = outPoint !== null ? Math.min(outPoint, contentLimit) : contentLimit
+      if (playbackTimeRef.current >= bound) {
+        const restart = inPoint !== null ? inPoint : 0
+        playbackTimeRef.current = restart
+        setCurrentTime(restart)
+      }
+    }
+
     const effectiveSpeed = shuttleSpeed !== 0 ? shuttleSpeed : 1
     let lastTimestamp: number | null = null
     let animFrameId = 0
@@ -68,8 +81,14 @@ export function usePlaybackEngine(params: UsePlaybackEngineParams) {
         if (next >= loopEnd) next = loopStart
         else if (next <= loopStart) next = loopEnd
       } else {
-        if (next >= totalDuration) {
-          next = 0
+        // Stop at the end of the last clip — don't keep running into the
+        // padded-minimum ruler length, and don't rewind to 0 on reaching it.
+        // If timeline in/out marks are set, ordinary playback is bounded by
+        // them too (not just the dedicated "play in to out" loop button).
+        const contentLimit = contentEnd > 0 ? contentEnd : 30
+        const end = outPoint !== null ? Math.min(outPoint, contentLimit) : contentLimit
+        if (next >= end) {
+          next = end
           stopped = true
         } else if (next < 0) {
           next = 0
@@ -104,7 +123,7 @@ export function usePlaybackEngine(params: UsePlaybackEngineParams) {
     playingInOut,
     inPoint,
     outPoint,
-    totalDuration,
+    contentEnd,
     playbackTimeRef,
     setCurrentTime,
     stopShuttle,
diff --git a/frontend/views/editor/useTimelineDrag.ts b/frontend/views/editor/useTimelineDrag.ts
index 6794919f4..10e62068b 100644
--- a/frontend/views/editor/useTimelineDrag.ts
+++ b/frontend/views/editor/useTimelineDrag.ts
@@ -1,6 +1,7 @@
 import { useState, useRef, useEffect, useCallback } from 'react'
 import type { Asset, TimelineClip, Track } from '../../types/project-model'
 import { resolveOverlaps, migrateClip, type ToolType } from './video-editor-utils'
+import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
 
 interface DragPreviewPosition {
   startTime: number
@@ -102,7 +103,7 @@ export function useTimelineDrag(params: UseTimelineDragParams) {
     selectedClipIds, setSelectedClipIds,
     currentTime, setCurrentTime, setIsPlaying,
     snapEnabled, getMaxClipDuration, addClipToTimeline,
-    assets, timelines, activeTimeline,
+    assets, timelines, activeTimeline, currentProjectId,
     timelineRef, trackContainerRef,
     orderedTracks, getTrackHeight, trackTopPx,
     splitClipAtPlayhead, setSelectedSubtitleId, setSelectedGap,
@@ -1026,7 +1027,21 @@ export function useTimelineDrag(params: UseTimelineDragParams) {
   
   const handleTrackDrop = (e: React.DragEvent, trackIndex: number) => {
     e.preventDefault()
-    
+
+    // Image/video dragged from the Prompt Manager Pro Downloads Browser or
+    // Images tab — neither is a registered project Asset yet, so build one
+    // (copy into project storage, probe duration/dimensions) then insert.
+    if (isDroppedMediaEvent(e) && trackContainerRef.current) {
+      const rect = trackContainerRef.current.getBoundingClientRect()
+      const scrollLeft = trackContainerRef.current.scrollLeft
+      const x = e.clientX - rect.left + scrollLeft
+      const startTime = Math.max(0, x / pixelsPerSecond)
+      void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
+        if (asset) addClipToTimeline(asset, trackIndex, startTime)
+      })
+      return
+    }
+
     // Check if it's a timeline being dropped (flatten on drop)
     const timelineData = e.dataTransfer.getData('timeline')
     if (timelineData && trackContainerRef.current) {
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 3c6b5f607..e1972cef1 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -325,6 +325,10 @@ export const electronAPISchemas = {
   gpmLibMoveFile: { input: z.object({ fromFolder: z.string(), name: z.string(), toFolder: z.string() }), output: emptyResult },
   gpmLibDeleteFile: { input: z.object({ folder: z.string(), name: z.string() }), output: emptyResult },
   gpmLibReveal: { input: z.object({ folder: z.string().optional() }), output: emptyResult },
+  gpmLibReadAsDataUrl: {
+    input: z.object({ path: z.string() }),
+    output: ipcResult({ dataUrl: z.string() }),
+  },
 } as const
 
 type Schemas = typeof electronAPISchemas

From 9eed893e8461badae31223d196300f1e1ba0ac75 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 28 Jun 2026 16:37:16 -0400
Subject: [PATCH 010/117] Register dropped media as project assets; fix
 dock/menu-bar z-index conflict

- Dropping media onto the timeline, Clip Viewer, or Timeline Viewer now
  also registers it in the Assets panel, not just as a timeline clip
- Assets panel now accepts drag-and-drop from the Downloads Browser and
  Images tab directly
- Prompt Manager Pro dock now shifts the editor content over (mirroring
  the Downloads Browser) so it no longer covers the Assets panel
- Raised the GPM panels' z-index above the editor's MenuBar (z-60), which
  was painting over the enlarged Prompt Manager Pro view despite the
  layout shift

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 frontend/App.tsx                                      |  7 ++++---
 frontend/components/gpm/DownloadsBrowser.tsx          |  6 +++---
 frontend/components/gpm/PromptManagerPro.tsx          |  8 ++++----
 frontend/views/VideoEditor.tsx                        |  1 +
 frontend/views/editor/ProgramMonitor.tsx              |  5 ++++-
 frontend/views/editor/VideoEditorAssetsPanel.tsx      | 11 +++++++++++
 frontend/views/editor/VideoEditorSourceMonitor.tsx    |  7 ++++++-
 .../views/editor/VideoEditorTimelineEditingPanel.tsx  |  6 +++++-
 frontend/views/editor/useTimelineDrag.ts              |  7 +++++--
 9 files changed, 43 insertions(+), 15 deletions(-)

diff --git a/frontend/App.tsx b/frontend/App.tsx
index c0fc090ca..fc39f06ce 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -20,7 +20,7 @@ import { Button } from './components/ui/button'
 import { PromptManagerPro } from './components/gpm/PromptManagerPro'
 import { DownloadsBrowser } from './components/gpm/DownloadsBrowser'
 import { useDownloadsBrowserOpen, getDownloadsBrowserOpen, setDownloadsBrowserOpen } from './components/gpm/downloads-browser-store'
-import { getPromptManagerProOpen, setPromptManagerProOpen } from './components/gpm/prompt-manager-pro-store'
+import { usePromptManagerProOpen, getPromptManagerProOpen, setPromptManagerProOpen } from './components/gpm/prompt-manager-pro-store'
 
 type SetupState = 'loading' | { needsSetup: boolean; needsLicense: boolean }
 type RequiredModelsGateState = 'checking' | 'missing' | 'ready'
@@ -30,6 +30,7 @@ type LtxUpgradeRecommendation = Extract<LtxRecommendation, { status: 'upgrade' }
 function AppContent() {
   const { currentView } = useView()
   const downloadsBrowserOpen = useDownloadsBrowserOpen()
+  const promptManagerProOpen = usePromptManagerProOpen()
 
   // Tab toggles both Prompt Manager Pro panels closed/open together — like
   // Photoshop/Premiere's "hide all panels" — restoring whichever side(s) were
@@ -549,8 +550,8 @@ function AppContent() {
   return (
     <div className="relative h-screen w-screen">
       <div
-        className="h-full w-full transition-[margin-left] duration-150"
-        style={{ marginLeft: downloadsBrowserOpen ? 340 : 0 }}
+        className="h-full w-full transition-[margin-left,margin-right] duration-150"
+        style={{ marginLeft: downloadsBrowserOpen ? 340 : 0, marginRight: promptManagerProOpen ? 396 : 0 }}
       >
         {renderView()}
       </div>
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 146ec3da5..25d03d9c7 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -125,7 +125,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const activeFiles = files.filter((f) => f.folder === active)
 
   return (
-    <div className="fixed top-0 left-0 z-[55] h-screen w-[340px] flex flex-col" style={{ background: C.panel, borderRight: `1px solid ${C.border}`, boxShadow: '8px 0 24px rgba(0,0,0,0.4)' }}>
+    <div className="fixed top-0 left-0 z-[75] h-screen w-[340px] flex flex-col" style={{ background: C.panel, borderRight: `1px solid ${C.border}`, boxShadow: '8px 0 24px rgba(0,0,0,0.4)' }}>
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}><FolderOpen size={15} style={{ color: C.blue }} />Downloads</span>
         <div className="flex items-center gap-1">
@@ -226,14 +226,14 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       <button
         onClick={onClose} title="Close Downloads Browser"
-        className="fixed top-1/2 -translate-y-1/2 z-[56] flex items-center justify-center"
+        className="fixed top-1/2 -translate-y-1/2 z-[76] flex items-center justify-center"
         style={{ left: 340, width: 16, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronLeft size={14} />
       </button>
 
       {moveTarget && (
-        <div className="fixed inset-0 z-[60] flex items-center justify-center" style={{ background: 'rgba(0,0,0,0.55)' }} onClick={() => setMoveTarget(null)}>
+        <div className="fixed inset-0 z-[80] flex items-center justify-center" style={{ background: 'rgba(0,0,0,0.55)' }} onClick={() => setMoveTarget(null)}>
           <div
             className="rounded-lg p-4 w-[280px]" style={{ background: C.card, border: `1px solid ${C.borderLt}`, boxShadow: '0 20px 50px rgba(0,0,0,0.6)' }}
             onClick={(e) => e.stopPropagation()}
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index d1d5bc031..34340b2d4 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -750,7 +750,7 @@ function ImagePicker({ library, onPick, onClose }: { library: GpmImage[]; onPick
   const [q, setQ] = useState('')
   const items = library.filter((im) => !q || im.name.toLowerCase().includes(q.trim().toLowerCase()))
   return (
-    <div className="fixed inset-0 z-[60] flex items-center justify-center p-6" style={{ background: 'rgba(0,0,0,0.6)' }} onClick={onClose}>
+    <div className="fixed inset-0 z-[80] flex items-center justify-center p-6" style={{ background: 'rgba(0,0,0,0.6)' }} onClick={onClose}>
       <div
         className="w-full max-w-md rounded-xl flex flex-col overflow-hidden"
         style={{ maxHeight: '80%', background: C.panel, border: `1px solid ${C.borderLt}` }}
@@ -1319,7 +1319,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
   return (
     <div
-      className="fixed top-0 right-0 z-[55] h-screen w-[396px] flex flex-col"
+      className="fixed top-0 right-0 z-[75] h-screen w-[396px] flex flex-col"
       style={{ background: C.panel, borderLeft: `1px solid ${C.border}`, boxShadow: '-8px 0 24px rgba(0,0,0,0.4)' }}
     >
       {/* Side tab on the left edge (centered) to collapse the panel. */}
@@ -1397,7 +1397,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       {expanded && (
         <div
-          className="fixed inset-0 z-[60] flex items-center justify-center p-8"
+          className="fixed inset-0 z-[80] flex items-center justify-center p-8"
           style={{ background: 'rgba(0,0,0,0.6)' }}
           onClick={() => setExpanded(false)}
         >
@@ -1458,7 +1458,7 @@ export function PromptManagerPro() {
     return (
       <button
         onClick={() => setPromptManagerProOpen(true)} title="Open Prompt Manager Pro"
-        className="fixed top-1/2 -translate-y-1/2 right-0 z-[55] flex items-center justify-center"
+        className="fixed top-1/2 -translate-y-1/2 right-0 z-[75] flex items-center justify-center"
         style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronRight size={18} style={{ transform: 'rotate(180deg)' }} />
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index 37e7160e8..e6543dd61 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -785,6 +785,7 @@ function VideoEditorWithStore({
                   regeneratingAssetId={regeneratingAssetId}
                   regenProgress={regenProgress}
                   regenStatusMessage={regenStatusMessage}
+                  currentProjectId={currentProjectId}
                 />
               </Panel>
               <Separator className="h-1 flex-shrink-0 cursor-row-resize bg-transparent hover:bg-blue-500/40 active:bg-blue-500/60 transition-colors relative z-10" />
diff --git a/frontend/views/editor/ProgramMonitor.tsx b/frontend/views/editor/ProgramMonitor.tsx
index 51554213a..bc0e507f4 100644
--- a/frontend/views/editor/ProgramMonitor.tsx
+++ b/frontend/views/editor/ProgramMonitor.tsx
@@ -429,6 +429,7 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
   currentProjectId = null,
 }: ProgramMonitorProps, ref) {
   const {
+    addAssetToEditor,
     clearClipSelection,
     clearTimelineMarks,
     insertAssetsToTimeline,
@@ -1160,7 +1161,9 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
             if (!isDroppedMediaEvent(e)) return
             e.preventDefault()
             void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
-              if (asset) insertAssetsToTimeline({ assets: [asset], trackIndex: 0, startTime: currentTime })
+              if (!asset) return
+              addAssetToEditor(asset)
+              insertAssetsToTimeline({ assets: [asset], trackIndex: 0, startTime: currentTime })
             })
           }}
           onMouseDown={(e) => {
diff --git a/frontend/views/editor/VideoEditorAssetsPanel.tsx b/frontend/views/editor/VideoEditorAssetsPanel.tsx
index af8df8448..b997c09a0 100644
--- a/frontend/views/editor/VideoEditorAssetsPanel.tsx
+++ b/frontend/views/editor/VideoEditorAssetsPanel.tsx
@@ -17,6 +17,7 @@ import { pathToFileUrl } from '../../lib/file-url'
 import type { AssetListFilters } from './editor-state'
 import { equalAssetBins, selectAssetBins, selectAssets, selectVisibleAssets } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
+import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
 
 export interface VideoEditorAssetsPanelHandle {
   revealAsset: (assetId: string) => void
@@ -32,6 +33,7 @@ export interface VideoEditorAssetsPanelProps {
   regeneratingAssetId: string | null
   regenProgress: number
   regenStatusMessage: string
+  currentProjectId?: string | null
 }
 
 export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, VideoEditorAssetsPanelProps>(function VideoEditorAssetsPanel(props, ref) {
@@ -44,6 +46,7 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
     regeneratingAssetId,
     regenProgress,
     regenStatusMessage,
+    currentProjectId = null,
   } = props
   const actions = useEditorActions()
   const assets = useEditorStore(selectAssets)
@@ -714,6 +717,14 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
         <div
           className="flex-1 overflow-auto p-3 pt-0 relative select-none"
           ref={assetGridRef}
+          onDragOver={(e) => { if (isDroppedMediaEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
+          onDrop={(e) => {
+            if (!isDroppedMediaEvent(e)) return
+            e.preventDefault()
+            void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
+              if (asset) actions.addAssetToEditor(asset)
+            })
+          }}
           onMouseDown={(e) => {
             if ((e.target as HTMLElement).closest('[data-asset-card]')) return
             if (e.button !== 0) return
diff --git a/frontend/views/editor/VideoEditorSourceMonitor.tsx b/frontend/views/editor/VideoEditorSourceMonitor.tsx
index d9be1aecf..f478929c3 100644
--- a/frontend/views/editor/VideoEditorSourceMonitor.tsx
+++ b/frontend/views/editor/VideoEditorSourceMonitor.tsx
@@ -58,6 +58,7 @@ export interface VideoEditorSourceMonitorProps {
 
 export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonitorHandle, VideoEditorSourceMonitorProps>(function VideoEditorSourceMonitor({ currentProjectId = null }, ref) {
   const {
+    addAssetToEditor,
     closeSourceMonitor,
     insertSourceEdit,
     overwriteSourceEdit,
@@ -386,7 +387,11 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
         onDrop={(e) => {
           if (!isDroppedMediaEvent(e)) return
           e.preventDefault()
-          void readDroppedMediaAsset(e, currentProjectId).then((asset) => { if (asset) openAsset(asset) })
+          void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
+            if (!asset) return
+            addAssetToEditor(asset)
+            openAsset(asset)
+          })
         }}
       >
         {sourceAsset ? (
diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index 0e78d7220..2e27b0814 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -343,6 +343,10 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
     actions.insertAssetsToTimeline({ assets: [asset], trackIndex, startTime })
   }, [actions])
 
+  const addAssetToEditor = useCallback((asset: Asset) => {
+    actions.addAssetToEditor(asset)
+  }, [actions])
+
   const resolveClipPath = useCallback((clip: TimelineClip | null) => {
     return clip ? selectClipPathFromAssets(assets, clip) : ''
   }, [assets])
@@ -1099,7 +1103,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
     clips, setClips, tracks,
     selectedClipIds, setSelectedClipIds,
     currentTime, setCurrentTime, setIsPlaying,
-    snapEnabled, resolveClipPath, getMaxClipDuration, addClipToTimeline,
+    snapEnabled, resolveClipPath, getMaxClipDuration, addClipToTimeline, addAssetToEditor,
     assets, timelines, activeTimeline, currentProjectId,
     timelineRef, trackContainerRef,
     orderedTracks, getTrackHeight, trackTopPx, cutPoints,
diff --git a/frontend/views/editor/useTimelineDrag.ts b/frontend/views/editor/useTimelineDrag.ts
index 10e62068b..15a95ab39 100644
--- a/frontend/views/editor/useTimelineDrag.ts
+++ b/frontend/views/editor/useTimelineDrag.ts
@@ -77,6 +77,7 @@ interface UseTimelineDragParams {
   resolveClipPath: (clip: TimelineClip | null) => string
   getMaxClipDuration: (clip: TimelineClip) => number
   addClipToTimeline: (asset: Asset, trackIndex: number, startTime?: number) => void
+  addAssetToEditor: (asset: Asset) => void
   assets: Asset[]
   timelines: any[]
   activeTimeline: any
@@ -102,7 +103,7 @@ export function useTimelineDrag(params: UseTimelineDragParams) {
     clips, setClips, tracks,
     selectedClipIds, setSelectedClipIds,
     currentTime, setCurrentTime, setIsPlaying,
-    snapEnabled, getMaxClipDuration, addClipToTimeline,
+    snapEnabled, getMaxClipDuration, addClipToTimeline, addAssetToEditor,
     assets, timelines, activeTimeline, currentProjectId,
     timelineRef, trackContainerRef,
     orderedTracks, getTrackHeight, trackTopPx,
@@ -1037,7 +1038,9 @@ export function useTimelineDrag(params: UseTimelineDragParams) {
       const x = e.clientX - rect.left + scrollLeft
       const startTime = Math.max(0, x / pixelsPerSecond)
       void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
-        if (asset) addClipToTimeline(asset, trackIndex, startTime)
+        if (!asset) return
+        addAssetToEditor(asset)
+        addClipToTimeline(asset, trackIndex, startTime)
       })
       return
     }

From 3bd7d541d8cb2135061b84a6cf4aff94a35ba5cb Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 28 Jun 2026 19:27:15 -0400
Subject: [PATCH 011/117] Downloads Browser accordion + audio support, matching
 chevrons, app rebrand
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Downloads Browser folders are now true independent accordions (each
  expands inline, multiple can be open) with a thick filled-triangle
  disclosure icon, a Collapse All button, and a type filter (All/Images/
  Videos/Audio)
- Added audio file support end-to-end: real-filesystem library, MediaThumb
  (icon tile + audio lightbox), drag-and-drop payload
- Prompt Manager Pro dock's section chevrons and "collapse all" button now
  match the Downloads Browser's new triangle/icon style
- Gen Space prompt bar's image-ref and audio drop-zone icons doubled in
  size for visibility
- Rebranded the dev fork to "LTX Desktop Studio Pro" (window title, app
  name, launcher script) — userData folder/appId left untouched to avoid
  re-triggering the model-path/sandboxing issues from earlier

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 electron/app-paths.ts                        |   2 +-
 electron/ipc/library-handlers.ts             |   9 +-
 frontend/components/gpm/DownloadsBrowser.tsx | 229 ++++++++++++-------
 frontend/components/gpm/MediaThumb.tsx       |  26 ++-
 frontend/components/gpm/PromptManagerPro.tsx |  21 +-
 frontend/components/gpm/media-preview.ts     |  10 +-
 frontend/views/GenSpace.tsx                  |  18 +-
 index.html                                   |   2 +-
 scripts/launch-fork-dev.cmd                  |   6 +-
 shared/electron-api-schema.ts                |   2 +-
 10 files changed, 203 insertions(+), 122 deletions(-)

diff --git a/electron/app-paths.ts b/electron/app-paths.ts
index 493416c6f..3621e0aaf 100644
--- a/electron/app-paths.ts
+++ b/electron/app-paths.ts
@@ -9,7 +9,7 @@ import os from 'os'
 export const APP_FOLDER_NAME = app.isPackaged ? 'LTXDesktop' : 'LTXDesktopMikeDev'
 
 if (!app.isPackaged) {
-  app.setName('LTX Desktop Mike (Dev)')
+  app.setName('LTX Desktop Studio Pro')
 }
 
 function resolveUserDataPath(): string {
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 6409e7de6..74f04f136 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -10,12 +10,15 @@ import { handle } from './typed-handle'
 // Lives under the OS Downloads dir (an allowed root) so files are real and the
 // user can open the folder in their file manager.
 
-const MEDIA_EXT = new Set(['.png', '.jpg', '.jpeg', '.webp', '.gif', '.bmp', '.mp4', '.webm', '.mkv', '.mov', '.avi'])
 const VIDEO_EXT = new Set(['.mp4', '.webm', '.mkv', '.mov', '.avi'])
+const AUDIO_EXT = new Set(['.mp3', '.wav', '.ogg', '.aac', '.flac', '.m4a'])
+const IMAGE_EXT = new Set(['.png', '.jpg', '.jpeg', '.webp', '.gif', '.bmp'])
+const MEDIA_EXT = new Set([...IMAGE_EXT, ...VIDEO_EXT, ...AUDIO_EXT])
 const MIME_BY_EXT: Record<string, string> = {
   '.png': 'image/png', '.jpg': 'image/jpeg', '.jpeg': 'image/jpeg', '.webp': 'image/webp',
   '.gif': 'image/gif', '.bmp': 'image/bmp',
   '.mp4': 'video/mp4', '.webm': 'video/webm', '.mkv': 'video/x-matroska', '.mov': 'video/quicktime', '.avi': 'video/x-msvideo',
+  '.mp3': 'audio/mpeg', '.wav': 'audio/wav', '.ogg': 'audio/ogg', '.aac': 'audio/aac', '.flac': 'audio/flac', '.m4a': 'audio/mp4',
 }
 
 function libRoot(): string {
@@ -56,14 +59,14 @@ export function registerLibraryHandlers(): void {
       fs.mkdirSync(path.join(root, 'Inbox'), { recursive: true })
       folders = ['Inbox']
     }
-    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean }> = []
+    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean }> = []
     for (const folder of folders) {
       const fp = path.join(root, folder)
       for (const entry of fs.readdirSync(fp, { withFileTypes: true })) {
         if (!entry.isFile()) continue
         const ext = path.extname(entry.name).toLowerCase()
         if (!MEDIA_EXT.has(ext)) continue
-        files.push({ folder, name: entry.name, path: path.join(fp, entry.name), isVideo: VIDEO_EXT.has(ext) })
+        files.push({ folder, name: entry.name, path: path.join(fp, entry.name), isVideo: VIDEO_EXT.has(ext), isAudio: AUDIO_EXT.has(ext) })
       }
     }
     return { root, folders, files }
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 25d03d9c7..634f38f03 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -1,12 +1,13 @@
 /**
  * Downloads Browser — a left-side media library backed by REAL folders/files
  * on disk (via Electron IPC under <Downloads>/PromptManagerPro). Create/rename/
- * delete folders, add images/videos, move media between folders, and drag to
- * reorder folders. Unlike the browser extension there's no directory-handle
- * permission dance — it's the real filesystem.
+ * delete folders, add images/videos/audio, move media between folders, and
+ * drag to reorder folders. Folders are an accordion (like the extension) —
+ * each expands inline to show its files. Unlike the browser extension
+ * there's no directory-handle permission dance — it's the real filesystem.
  */
 import { useEffect, useRef, useState } from 'react'
-import { ChevronLeft, Folder, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Send, Trash2, Upload, X } from 'lucide-react'
+import { ChevronLeft, ChevronsDownUp, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Send, Trash2, Upload, X } from 'lucide-react'
 import { pathToFileUrl } from '../../lib/file-url'
 import { useProjects } from '../../contexts/ProjectContext'
 import { MediaThumb } from './MediaThumb'
@@ -19,7 +20,8 @@ const C = {
   blue: '#1f8fff', green: '#28c76f',
 }
 
-export interface LibFile { folder: string; name: string; path: string; isVideo: boolean }
+export interface LibFile { folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean }
+type TypeFilter = 'all' | 'image' | 'video' | 'audio'
 const ORDER_KEY = 'gpm_dl_order'
 export const FILE_DND = 'application/x-gpm-dl-file'
 const FOLDER_DND = 'application/x-gpm-dl-folder'
@@ -31,11 +33,20 @@ function applyOrder(folders: string[]): string[] {
   return [...ord, ...folders.filter((f) => !ord.includes(f))]
 }
 
+/** A solid, thick triangle disclosure indicator (matches the extension's look better than a thin chevron stroke). */
+function Triangle({ open, color }: { open: boolean; color: string }) {
+  return (
+    <svg width="9" height="9" viewBox="0 0 10 10" style={{ color, transform: open ? 'rotate(90deg)' : 'none', transition: 'transform .12s', flexShrink: 0 }}>
+      <path d="M1 0 L9 5 L1 10 Z" fill="currentColor" />
+    </svg>
+  )
+}
+
 function Dock({ onClose }: { onClose: () => void }) {
   const { setGenSpaceInputImagePath, setCurrentTab } = useProjects()
   const [folders, setFolders] = useState<string[]>([])
   const [files, setFiles] = useState<LibFile[]>([])
-  const [active, setActive] = useState<string>('')
+  const [openFolders, setOpenFolders] = useState<Set<string>>(new Set())
   const [newName, setNewName] = useState('')
   const [renaming, setRenaming] = useState<string | null>(null)
   const [renameVal, setRenameVal] = useState('')
@@ -43,6 +54,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [moveTarget, setMoveTarget] = useState<LibFile | null>(null)
   const [moveDest, setMoveDest] = useState('')
   const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
+  const [typeFilter, setTypeFilter] = useState<TypeFilter>('all')
   const dragFolder = useRef<string | null>(null)
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
 
@@ -53,34 +65,52 @@ function Dock({ onClose }: { onClose: () => void }) {
     const ordered = applyOrder(d.folders)
     setFolders(ordered)
     setFiles(d.files)
-    setActive((a) => (a && ordered.includes(a) ? a : ordered[0] ?? ''))
+    setOpenFolders((prev) => new Set([...prev].filter((f) => ordered.includes(f))))
   }
   useEffect(() => { void refresh() }, [])
 
+  const toggleFolder = (name: string) => {
+    setOpenFolders((prev) => {
+      const next = new Set(prev)
+      if (next.has(name)) next.delete(name)
+      else next.add(name)
+      return next
+    })
+  }
+  const collapseAll = () => setOpenFolders(new Set())
+
   const createFolder = async () => {
     const n = newName.trim(); if (!n || !api) return
     const r = await api.gpmLibCreateFolder({ name: n })
-    if (r.success) { saveOrder([...loadOrder(), n]); setNewName(''); setActive(n); await refresh() } else flash(r.error)
+    if (r.success) {
+      saveOrder([...loadOrder(), n]); setNewName('')
+      setOpenFolders((prev) => new Set(prev).add(n))
+      await refresh()
+    } else flash(r.error)
   }
   const commitRename = async (from: string) => {
     const to = renameVal.trim(); setRenaming(null)
     if (!to || to === from || !api) return
     const r = await api.gpmLibRenameFolder({ from, to })
-    if (r.success) { saveOrder(loadOrder().map((f) => (f === from ? to : f))); if (active === from) setActive(to); await refresh() } else flash(r.error)
+    if (r.success) {
+      saveOrder(loadOrder().map((f) => (f === from ? to : f)))
+      setOpenFolders((prev) => { const next = new Set(prev); if (next.delete(from)) next.add(to); return next })
+      await refresh()
+    } else flash(r.error)
   }
   const deleteFolder = async (name: string) => {
     if (!api || !window.confirm(`Delete folder "${name}" and its files?`)) return
     const r = await api.gpmLibDeleteFolder({ name })
     if (r.success) { saveOrder(loadOrder().filter((f) => f !== name)); await refresh() } else flash(r.error)
   }
-  const addFiles = async () => {
-    if (!api || !active) return
+  const addFiles = async (folder: string) => {
+    if (!api || !folder) return
     const paths = await api.showOpenFileDialog({
-      title: `Add to ${active}`, properties: ['openFile', 'multiSelections'],
-      filters: [{ name: 'Media', extensions: ['png', 'jpg', 'jpeg', 'webp', 'gif', 'bmp', 'mp4', 'webm', 'mkv', 'mov', 'avi'] }],
+      title: `Add to ${folder}`, properties: ['openFile', 'multiSelections'],
+      filters: [{ name: 'Media', extensions: ['png', 'jpg', 'jpeg', 'webp', 'gif', 'bmp', 'mp4', 'webm', 'mkv', 'mov', 'avi', 'mp3', 'wav', 'ogg', 'aac', 'flac', 'm4a'] }],
     })
     if (!paths || paths.length === 0) return
-    const r = await api.gpmLibAddFiles({ folder: active, srcPaths: paths })
+    const r = await api.gpmLibAddFiles({ folder, srcPaths: paths })
     if (r.success) { flash(`Added ${r.added} file(s)`); await refresh() } else flash(r.error)
   }
   const moveFile = async (f: LibFile, toFolder: string) => {
@@ -122,14 +152,20 @@ function Dock({ onClose }: { onClose: () => void }) {
     saveOrder(order); setFolders(order)
   }
 
-  const activeFiles = files.filter((f) => f.folder === active)
+  const filterFiles = (list: LibFile[]) => list.filter((f) => (
+    typeFilter === 'all' ? true
+      : typeFilter === 'video' ? f.isVideo
+        : typeFilter === 'audio' ? f.isAudio
+          : !f.isVideo && !f.isAudio
+  ))
 
   return (
     <div className="fixed top-0 left-0 z-[75] h-screen w-[340px] flex flex-col" style={{ background: C.panel, borderRight: `1px solid ${C.border}`, boxShadow: '8px 0 24px rgba(0,0,0,0.4)' }}>
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}><FolderOpen size={15} style={{ color: C.blue }} />Downloads</span>
         <div className="flex items-center gap-1">
-          <button onClick={() => void api?.gpmLibReveal({ folder: active || undefined })} title="Open folder in Explorer" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><FolderOpen size={14} /></button>
+          <button onClick={collapseAll} title="Collapse all folders" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><ChevronsDownUp size={14} /></button>
+          <button onClick={() => void api?.gpmLibReveal({ folder: [...openFolders][0] })} title="Open folder in Explorer" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><FolderOpen size={14} /></button>
           <button onClick={() => void refresh()} title="Refresh" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><RefreshCw size={14} /></button>
           <button onClick={onClose} title="Close" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><X size={16} /></button>
         </div>
@@ -140,88 +176,103 @@ function Dock({ onClose }: { onClose: () => void }) {
         <button onClick={() => void createFolder()} title="Create folder" className="flex items-center gap-1 rounded-md px-2.5 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}><FolderPlus size={13} /></button>
       </div>
 
-      {/* Folders */}
-      <div className="overflow-y-auto shrink-0" style={{ maxHeight: '40%', borderBottom: `1px solid ${C.border}` }}>
+      <div className="flex items-center gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        <span className="text-[10px] uppercase tracking-wide" style={{ color: C.faint }}>Filter</span>
+        <select
+          value={typeFilter} onChange={(e) => setTypeFilter(e.target.value as TypeFilter)}
+          className="rounded px-1.5 py-1 text-[10px] outline-none"
+          style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+        >
+          <option value="all">All Files</option>
+          <option value="image">Images</option>
+          <option value="video">Videos</option>
+          <option value="audio">Audio</option>
+        </select>
+      </div>
+
+      {/* Folders — accordion: click a folder to expand its files inline. */}
+      <div className="flex-1 overflow-y-auto">
         {folders.map((f) => {
-          const count = files.filter((x) => x.folder === f).length
-          const isActive = f === active
+          const folderFiles = filterFiles(files.filter((x) => x.folder === f))
+          const isOpen = openFolders.has(f)
           return (
-            <div
-              key={f}
-              draggable
-              onDragStart={(e) => { dragFolder.current = f; e.dataTransfer.setData(FOLDER_DND, f); e.dataTransfer.effectAllowed = 'move' }}
-              onDragEnd={() => { dragFolder.current = null; setDropLine(null) }}
-              onDragOver={(e) => {
-                if (!e.dataTransfer.types.includes(FOLDER_DND) && !e.dataTransfer.types.includes(FILE_DND)) return
-                e.preventDefault()
-                if (dragFolder.current && dragFolder.current !== f) {
-                  const r = e.currentTarget.getBoundingClientRect()
-                  const before = e.clientY - r.top < r.height / 2
-                  setDropLine({ target: f, before })
-                }
-              }}
-              onDragLeave={() => setDropLine((d) => (d?.target === f ? null : d))}
-              onDrop={(e) => {
-                e.preventDefault()
-                if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
-                else if (dragFolder.current) onFolderDrop(f, dropLine?.before ?? true)
-              }}
-              onClick={() => setActive(f)}
-              className="relative flex items-center gap-1.5 px-3 py-2 cursor-pointer group"
-              style={{ background: isActive ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isActive ? C.blue : 'transparent'}` }}
-            >
-              {dropLine?.target === f && (
-                <div
-                  className="absolute left-0 right-0 z-10 pointer-events-none"
-                  style={{ [dropLine.before ? 'top' : 'bottom']: -1, height: 2, background: C.blue, boxShadow: `0 0 4px ${C.blue}` }}
-                />
-              )}
-              <GripVertical size={12} style={{ color: C.faint, cursor: 'grab' }} />
-              <Folder size={13} style={{ color: isActive ? C.blue : C.muted }} />
-              {renaming === f ? (
-                <input autoFocus value={renameVal} onChange={(e) => setRenameVal(e.target.value)} onClick={(e) => e.stopPropagation()} onBlur={() => void commitRename(f)} onKeyDown={(e) => { if (e.key === 'Enter') void commitRename(f) }} className="flex-1 rounded px-1 py-0.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
-              ) : (
-                <span className="flex-1 text-xs truncate" style={{ color: C.text }}>{f}</span>
+            <div key={f}>
+              <div
+                draggable
+                onDragStart={(e) => { dragFolder.current = f; e.dataTransfer.setData(FOLDER_DND, f); e.dataTransfer.effectAllowed = 'move' }}
+                onDragEnd={() => { dragFolder.current = null; setDropLine(null) }}
+                onDragOver={(e) => {
+                  if (!e.dataTransfer.types.includes(FOLDER_DND) && !e.dataTransfer.types.includes(FILE_DND)) return
+                  e.preventDefault()
+                  if (dragFolder.current && dragFolder.current !== f) {
+                    const r = e.currentTarget.getBoundingClientRect()
+                    const before = e.clientY - r.top < r.height / 2
+                    setDropLine({ target: f, before })
+                  }
+                }}
+                onDragLeave={() => setDropLine((d) => (d?.target === f ? null : d))}
+                onDrop={(e) => {
+                  e.preventDefault()
+                  if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
+                  else if (dragFolder.current) onFolderDrop(f, dropLine?.before ?? true)
+                }}
+                onClick={() => toggleFolder(f)}
+                className="relative flex items-center gap-1.5 px-3 py-2.5 cursor-pointer group"
+                style={{ background: isOpen ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isOpen ? C.blue : 'transparent'}`, borderBottom: `1px solid ${C.border}` }}
+              >
+                {dropLine?.target === f && (
+                  <div
+                    className="absolute left-0 right-0 z-10 pointer-events-none"
+                    style={{ [dropLine.before ? 'top' : 'bottom']: -1, height: 2, background: C.blue, boxShadow: `0 0 4px ${C.blue}` }}
+                  />
+                )}
+                <GripVertical size={12} style={{ color: C.faint, cursor: 'grab' }} />
+                <Triangle open={isOpen} color={isOpen ? C.blue : C.muted} />
+                {renaming === f ? (
+                  <input autoFocus value={renameVal} onChange={(e) => setRenameVal(e.target.value)} onClick={(e) => e.stopPropagation()} onBlur={() => void commitRename(f)} onKeyDown={(e) => { if (e.key === 'Enter') void commitRename(f) }} className="flex-1 rounded px-1 py-0.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+                ) : (
+                  <span className="flex-1 text-xs font-semibold uppercase tracking-wide truncate" style={{ color: isOpen ? C.blue : C.text }}>{f}</span>
+                )}
+                <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{folderFiles.length}</span>
+                <Pencil size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); setRenaming(f); setRenameVal(f) }} />
+                <Trash2 size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); void deleteFolder(f) }} />
+              </div>
+
+              {isOpen && (
+                <div className="px-3 py-2" style={{ background: C.card, borderBottom: `1px solid ${C.border}` }}>
+                  <div className="flex justify-end mb-2">
+                    <button onClick={() => void addFiles(f)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-medium" style={{ background: C.green, color: '#fff' }}><Upload size={11} />Add files</button>
+                  </div>
+                  {folderFiles.length === 0
+                    ? <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>{files.filter((x) => x.folder === f).length === 0 ? 'Empty. Add files or drag media here.' : 'No files match this filter.'}</p>
+                    : (
+                      <div className="grid grid-cols-2 gap-2">
+                        {folderFiles.map((file) => (
+                          <MediaThumb
+                            key={file.path} src={pathToFileUrl(file.path)} isVideo={file.isVideo} isAudio={file.isAudio} name={file.name}
+                            className="rounded-md" style={{ border: `1px solid ${C.border}` }}
+                            draggable
+                            onDragStart={(e) => { e.dataTransfer.setData(FILE_DND, JSON.stringify(file)); e.dataTransfer.effectAllowed = 'copyMove' }}
+                          >
+                            <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100">
+                              {!file.isVideo && !file.isAudio && (
+                                <button onClick={() => sendToGenSpace(file)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
+                              )}
+                              <button onClick={() => openMove(file)} title="Move to folder…" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><FolderOpen size={11} /></button>
+                              <button onClick={() => void deleteFile(file)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+                            </div>
+                          </MediaThumb>
+                        ))}
+                      </div>
+                    )}
+                </div>
               )}
-              <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{count}</span>
-              <Pencil size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); setRenaming(f); setRenameVal(f) }} />
-              <Trash2 size={11} className="opacity-0 group-hover:opacity-100" style={{ color: C.muted }} onClick={(e) => { e.stopPropagation(); void deleteFolder(f) }} />
             </div>
           )
         })}
         {folders.length === 0 && <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No folders yet.</p>}
       </div>
 
-      {/* Media grid */}
-      <div className="flex items-center justify-between px-3 py-2 shrink-0">
-        <span className="text-[11px] font-semibold uppercase tracking-wide" style={{ color: C.muted }}>{active || '—'} ({activeFiles.length})</span>
-        <button onClick={() => void addFiles()} disabled={!active} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-medium disabled:opacity-40" style={{ background: C.green, color: '#fff' }}><Upload size={11} />Add files</button>
-      </div>
-      <div className="flex-1 overflow-y-auto px-3 pb-3">
-        {activeFiles.length === 0
-          ? <p className="text-[11px] text-center py-6" style={{ color: C.faint }}>Empty. Add files or drag media here.</p>
-          : (
-            <div className="grid grid-cols-2 gap-2">
-              {activeFiles.map((f) => (
-                <MediaThumb
-                  key={f.path} src={pathToFileUrl(f.path)} isVideo={f.isVideo} name={f.name}
-                  className="rounded-md" style={{ border: `1px solid ${C.border}` }}
-                  draggable
-                  onDragStart={(e) => { e.dataTransfer.setData(FILE_DND, JSON.stringify(f)); e.dataTransfer.effectAllowed = 'copyMove' }}
-                >
-                  <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100">
-                    {!f.isVideo && (
-                      <button onClick={() => sendToGenSpace(f)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
-                    )}
-                    <button onClick={() => openMove(f)} title="Move to folder…" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><FolderOpen size={11} /></button>
-                    <button onClick={() => void deleteFile(f)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
-                  </div>
-                </MediaThumb>
-              ))}
-            </div>
-          )}
-      </div>
-
       {toast && <div className="absolute left-1/2 bottom-4 -translate-x-1/2 px-3 py-2 rounded-lg text-xs" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text }}>{toast}</div>}
 
       <button
diff --git a/frontend/components/gpm/MediaThumb.tsx b/frontend/components/gpm/MediaThumb.tsx
index 3a4cd5d8d..81447fee4 100644
--- a/frontend/components/gpm/MediaThumb.tsx
+++ b/frontend/components/gpm/MediaThumb.tsx
@@ -4,14 +4,15 @@
  * for images. Overlay buttons can be passed as children (rendered on top).
  */
 import { useRef, type CSSProperties, type ReactNode, type DragEvent } from 'react'
-import { Film } from 'lucide-react'
+import { Film, Music } from 'lucide-react'
 import { schedulePreview, cancelPreview, openLightbox } from './media-preview'
 
 export function MediaThumb({
-  src, isVideo, name, children, className, style, draggable, onDragStart, onClick, showVideoBadge = true,
+  src, isVideo, isAudio, name, children, className, style, draggable, onDragStart, onClick, showVideoBadge = true,
 }: {
   src: string
   isVideo: boolean
+  isAudio?: boolean
   name?: string
   children?: ReactNode
   className?: string
@@ -30,19 +31,30 @@ export function MediaThumb({
       title={name}
       draggable={draggable}
       onDragStart={onDragStart}
-      onMouseEnter={() => ref.current && schedulePreview(ref.current, { src, isVideo, name })}
+      onMouseEnter={() => { if (!isAudio && ref.current) schedulePreview(ref.current, { src, isVideo, name }) }}
       onMouseLeave={cancelPreview}
-      onDoubleClick={() => { cancelPreview(); openLightbox({ src, isVideo, name }) }}
+      onDoubleClick={() => { cancelPreview(); openLightbox({ src, isVideo, isAudio, name }) }}
       onClick={onClick}
     >
-      {isVideo
-        ? <video src={src} muted playsInline preload="metadata" className="w-full h-full object-cover" />
-        : <img src={src} alt={name ?? ''} loading="lazy" draggable={false} className="w-full h-full object-cover" />}
+      {isAudio
+        ? (
+          <div className="w-full h-full flex items-center justify-center" style={{ background: '#16161b' }}>
+            <Music size={28} style={{ color: '#5c5c65' }} />
+          </div>
+        )
+        : isVideo
+          ? <video src={src} muted playsInline preload="metadata" className="w-full h-full object-cover" />
+          : <img src={src} alt={name ?? ''} loading="lazy" draggable={false} className="w-full h-full object-cover" />}
       {isVideo && showVideoBadge && (
         <span className="absolute top-1 left-1 px-1 py-0.5 rounded text-[8px] font-semibold flex items-center gap-0.5" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}>
           <Film size={9} />VIDEO
         </span>
       )}
+      {isAudio && showVideoBadge && (
+        <span className="absolute top-1 left-1 px-1 py-0.5 rounded text-[8px] font-semibold flex items-center gap-0.5" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}>
+          <Music size={9} />AUDIO
+        </span>
+      )}
       {children}
     </div>
   )
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 34340b2d4..8151ead84 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -8,7 +8,7 @@
  */
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
-  Camera, ChevronRight, Copy, Download, Eraser, Folder, FolderPlus, Image as ImageIcon,
+  Camera, ChevronRight, ChevronsDownUp, ChevronsUpDown, Copy, Download, Eraser, Folder, FolderPlus, Image as ImageIcon,
   Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
@@ -106,6 +106,15 @@ function Slider({
   )
 }
 
+/** A solid, thick triangle disclosure indicator — matches the Downloads Browser's folder accordion. */
+function Triangle({ open, color }: { open: boolean; color: string }) {
+  return (
+    <svg width="9" height="9" viewBox="0 0 10 10" style={{ color, transform: open ? 'rotate(90deg)' : 'none', transition: 'transform .12s', flexShrink: 0 }}>
+      <path d="M1 0 L9 5 L1 10 Z" fill="currentColor" />
+    </svg>
+  )
+}
+
 function Section({
   id, title, ctl, right, children,
 }: {
@@ -121,7 +130,7 @@ function Section({
         style={{ background: C.card, color: C.text }}
       >
         <span className="flex items-center gap-1.5">
-          <ChevronRight size={13} style={{ transform: open ? 'rotate(90deg)' : 'none', transition: 'transform .15s', color: C.muted }} />
+          <Triangle open={open} color={open ? C.blue : C.muted} />
           {title}
         </span>
         {right}
@@ -1346,11 +1355,11 @@ function Dock({ onClose }: { onClose: () => void }) {
             <Eraser size={12} />Clear
           </button>
           <button
-            onClick={toggleAll} title="Collapse / expand all sections"
-            className="text-[11px] flex items-center gap-1 px-2 py-1 rounded"
-            style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
+            onClick={toggleAll} title={allOpen ? 'Collapse all sections' : 'Expand all sections'}
+            className="h-7 w-7 flex items-center justify-center rounded-md"
+            style={{ color: C.muted }}
           >
-            {allOpen ? '⊟' : '⊞'}
+            {allOpen ? <ChevronsDownUp size={14} /> : <ChevronsUpDown size={14} />}
           </button>
           <button
             onClick={() => setExpanded(true)} title="Enlarge panel for a bigger workspace (Esc to shrink)"
diff --git a/frontend/components/gpm/media-preview.ts b/frontend/components/gpm/media-preview.ts
index d1f1d8403..0b89cd855 100644
--- a/frontend/components/gpm/media-preview.ts
+++ b/frontend/components/gpm/media-preview.ts
@@ -8,7 +8,7 @@
  * serves every thumbnail without React plumbing.
  */
 
-export interface PreviewMedia { src: string; isVideo: boolean; name?: string }
+export interface PreviewMedia { src: string; isVideo: boolean; isAudio?: boolean; name?: string }
 
 const DELAY_MS = 500
 const MAX = 480
@@ -109,7 +109,13 @@ export function openLightbox(media: PreviewMedia): void {
 
   const stop = (e: Event) => e.stopPropagation()
   const inner = 'max-width:95vw;max-height:92vh;border-radius:8px;box-shadow:0 20px 60px rgba(0,0,0,0.7);'
-  if (media.isVideo) {
+  if (media.isAudio) {
+    const a = document.createElement('audio')
+    a.src = media.src; a.controls = true; a.autoplay = true
+    a.style.cssText = 'width:min(80vw,480px);' + inner; a.onclick = stop
+    overlay.appendChild(a)
+    void a.play().catch(() => {})
+  } else if (media.isVideo) {
     const v = document.createElement('video')
     v.src = media.src; v.controls = true; v.autoplay = true; v.loop = true; v.playsInline = true
     v.style.cssText = inner; v.onclick = stop
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 2cc4b49dd..14d7fa363 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -535,7 +535,7 @@ function PromptBar({
         {/* Input image drop zone — video mode only (I2V) */}
         {mode === 'video' && !isRetake && !isIcLora && (
           <div
-            className={`relative w-10 h-10 mx-2 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-20 h-20 mx-2 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             onDragOver={(e) => { e.preventDefault(); setIsDragOver(true) }}
@@ -548,13 +548,13 @@ function PromptBar({
                 <img src={pathToFileUrl(inputImage)} alt="" className="w-full h-full object-cover rounded-md" />
                 <button
                   onClick={(e) => { e.stopPropagation(); onInputImageChange(null) }}
-                  className="absolute -top-1 -right-1 p-0.5 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
+                  className="absolute -top-1 -right-1 p-1 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
                 >
-                  <X className="h-3 w-3" />
+                  <X className="h-3.5 w-3.5" />
                 </button>
               </>
             ) : (
-              <Image className="h-4 w-4 text-zinc-500" />
+              <Image className="h-8 w-8 text-zinc-500" />
             )}
             <input
               ref={inputRef}
@@ -569,7 +569,7 @@ function PromptBar({
         {/* Audio drop zone — only in video mode */}
         {mode === 'video' && !isRetake && !isIcLora && (
           <div
-            className={`relative w-10 h-10 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-20 h-20 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isAudioDragOver ? 'border-emerald-500 bg-emerald-500/10' : inputAudio ? 'border-emerald-600' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             onDragOver={(e) => { e.preventDefault(); setIsAudioDragOver(true) }}
@@ -580,16 +580,16 @@ function PromptBar({
           >
             {inputAudio ? (
               <>
-                <Music className="h-4 w-4 text-emerald-400" />
+                <Music className="h-8 w-8 text-emerald-400" />
                 <button
                   onClick={(e) => { e.stopPropagation(); onInputAudioChange(null) }}
-                  className="absolute -top-1 -right-1 p-0.5 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
+                  className="absolute -top-1 -right-1 p-1 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
                 >
-                  <X className="h-3 w-3" />
+                  <X className="h-3.5 w-3.5" />
                 </button>
               </>
             ) : (
-              <Music className="h-4 w-4 text-zinc-500" />
+              <Music className="h-8 w-8 text-zinc-500" />
             )}
             <input
               ref={audioInputRef}
diff --git a/index.html b/index.html
index c30e6c70a..345fcc87b 100644
--- a/index.html
+++ b/index.html
@@ -7,7 +7,7 @@
     <link rel="preconnect" href="https://fonts.googleapis.com">
     <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
     <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
-    <title>LTX Desktop</title>
+    <title>LTX Desktop Studio Pro</title>
   </head>
   <body class="bg-background text-foreground">
     <div id="root"></div>
diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
index 3f2277b5c..14e95d805 100644
--- a/scripts/launch-fork-dev.cmd
+++ b/scripts/launch-fork-dev.cmd
@@ -1,8 +1,8 @@
 @echo off
-title LTX Desktop Mike (Dev)
+title LTX Desktop Studio Pro
 cd /d "D:\Dev\LTX-Desktop"
 echo ============================================================
-echo   Launching LTX Desktop Mike (Dev fork)...
+echo   Launching LTX Desktop Studio Pro (Dev fork)...
 echo   First launch takes ~15-30s (Vite + Electron + backend).
 echo   The app window will open shortly. Keep this window open;
 echo   closing it stops the app.
@@ -11,5 +11,5 @@ echo.
 set "PATH=C:\Program Files\nodejs;%PATH%"
 "C:\Program Files\nodejs\node.exe" "D:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
 echo.
-echo (LTX Desktop Mike has stopped. Press any key to close.)
+echo (LTX Desktop Studio Pro has stopped. Press any key to close.)
 pause >nul
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index e1972cef1..5c5b64fcf 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -315,7 +315,7 @@ export const electronAPISchemas = {
     output: z.object({
       root: z.string(),
       folders: z.array(z.string()),
-      files: z.array(z.object({ folder: z.string(), name: z.string(), path: z.string(), isVideo: z.boolean() })),
+      files: z.array(z.object({ folder: z.string(), name: z.string(), path: z.string(), isVideo: z.boolean(), isAudio: z.boolean() })),
     }),
   },
   gpmLibCreateFolder: { input: z.object({ name: z.string() }), output: emptyResult },

From 081ea1b8a11bd9ece7e87077d842b4ac34e76dc9 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 28 Jun 2026 21:15:46 -0400
Subject: [PATCH 012/117] Keep Gen Space alive across tabs, custom library
 folder, Post to X
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Gen Space (and the Video Editor after first visit) now stay mounted
  across tab switches instead of being torn down — fixes generation
  progress/prompt/result getting silently lost when switching to the
  Video Editor mid-generation
- Downloads Browser: "Set Folder" button to point the media library at
  any folder on disk (persisted across restarts), with a reset-to-default
  action; the chosen folder is added to the app's allowed-roots list
- Gen Space video results: "Post to X" button — opens X's compose page
  with the prompt pre-filled as a caption and reveals the file in
  Explorer so it can be dragged straight into the post (no API/OAuth)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 electron/config.ts                           |  2 +
 electron/gpm-library-root.ts                 | 44 ++++++++++++++++++++
 electron/ipc/file-handlers.ts                |  8 ++++
 electron/ipc/library-handlers.ts             | 25 ++++++++++-
 frontend/components/gpm/DownloadsBrowser.tsx | 32 +++++++++++++-
 frontend/views/GenSpace.tsx                  | 20 +++++++++
 frontend/views/Project.tsx                   | 30 +++++++++----
 shared/electron-api-schema.ts                |  7 ++++
 8 files changed, 156 insertions(+), 12 deletions(-)
 create mode 100644 electron/gpm-library-root.ts

diff --git a/electron/config.ts b/electron/config.ts
index f636f7b7a..36573360b 100644
--- a/electron/config.ts
+++ b/electron/config.ts
@@ -2,6 +2,7 @@ import { app } from 'electron'
 import path from 'path'
 import os from 'os'
 import { getProjectAssetsPath } from './app-state'
+import { resolveLibraryRoot } from './gpm-library-root'
 
 export const isDev = !app.isPackaged
 
@@ -26,5 +27,6 @@ export function getAllowedRoots(): string[] {
     roots.push(process.resourcesPath)
   }
   roots.push(getProjectAssetsPath())
+  roots.push(resolveLibraryRoot())
   return roots
 }
diff --git a/electron/gpm-library-root.ts b/electron/gpm-library-root.ts
new file mode 100644
index 000000000..ad4933862
--- /dev/null
+++ b/electron/gpm-library-root.ts
@@ -0,0 +1,44 @@
+import { app } from 'electron'
+import fs from 'fs'
+import path from 'path'
+
+// Lets the user point the Prompt Manager Pro Downloads Browser at any folder
+// on disk instead of the default `<Downloads>/PromptManagerPro`. The chosen
+// path always comes from a native dialog (trusted), and is persisted here so
+// it survives restarts and can be added to the allowed-roots list.
+
+const CONFIG_PATH = () => path.join(app.getPath('userData'), 'gpm-library-root.json')
+let cached: string | null | undefined
+
+function load(): string | null {
+  if (cached !== undefined) return cached
+  try {
+    const raw = fs.readFileSync(CONFIG_PATH(), 'utf-8')
+    const parsed = JSON.parse(raw) as { root?: string }
+    cached = parsed.root && fs.existsSync(parsed.root) ? parsed.root : null
+  } catch {
+    cached = null
+  }
+  return cached
+}
+
+export function getLibraryRootOverride(): string | null {
+  return load()
+}
+
+export function setLibraryRootOverride(root: string | null): void {
+  cached = root
+  try {
+    fs.writeFileSync(CONFIG_PATH(), JSON.stringify({ root }))
+  } catch {
+    // Best effort — worst case the override doesn't survive a restart.
+  }
+}
+
+export function defaultLibraryRoot(): string {
+  return path.join(app.getPath('downloads'), 'PromptManagerPro')
+}
+
+export function resolveLibraryRoot(): string {
+  return getLibraryRootOverride() ?? defaultLibraryRoot()
+}
diff --git a/electron/ipc/file-handlers.ts b/electron/ipc/file-handlers.ts
index 6d82f1541..93e10dfac 100644
--- a/electron/ipc/file-handlers.ts
+++ b/electron/ipc/file-handlers.ts
@@ -193,6 +193,14 @@ export function registerFileHandlers(): void {
     return true
   })
 
+  handle('openTwitterCompose', async ({ text }) => {
+    const { shell } = await import('electron')
+    const url = new URL('https://twitter.com/intent/tweet')
+    if (text) url.searchParams.set('text', text)
+    await shell.openExternal(url.toString())
+    return true
+  })
+
   handle('openParentFolderOfFile', async ({ filePath }) => {
     const { shell } = await import('electron')
     const normalizedPath = validatePath(filePath, getAllowedRoots())
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 74f04f136..309063c2e 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -1,10 +1,12 @@
-import { app, shell } from 'electron'
+import { dialog, shell } from 'electron'
 import path from 'path'
 import fs from 'fs'
 import { getAllowedRoots } from '../config'
+import { getMainWindow } from '../window'
 import { validatePath } from '../path-validation'
 import { logger } from '../logger'
 import { handle } from './typed-handle'
+import { defaultLibraryRoot, resolveLibraryRoot, setLibraryRootOverride } from '../gpm-library-root'
 
 // Real-filesystem media library for the Prompt Manager Pro "Downloads Browser".
 // Lives under the OS Downloads dir (an allowed root) so files are real and the
@@ -22,7 +24,7 @@ const MIME_BY_EXT: Record<string, string> = {
 }
 
 function libRoot(): string {
-  const root = path.join(app.getPath('downloads'), 'PromptManagerPro')
+  const root = resolveLibraryRoot()
   fs.mkdirSync(root, { recursive: true })
   return root
 }
@@ -134,4 +136,23 @@ export function registerLibraryHandlers(): void {
       return { success: false as const, error: e instanceof Error ? e.message : 'read failed' }
     }
   })
+
+  handle('gpmLibGetRoot', () => ({ root: libRoot(), isDefault: resolveLibraryRoot() === defaultLibraryRoot() }))
+
+  handle('gpmLibChooseRoot', async () => {
+    const win = getMainWindow()
+    const result = win
+      ? await dialog.showOpenDialog(win, { title: 'Choose Downloads Browser folder', properties: ['openDirectory', 'createDirectory'] })
+      : await dialog.showOpenDialog({ title: 'Choose Downloads Browser folder', properties: ['openDirectory', 'createDirectory'] })
+    if (result.canceled || result.filePaths.length === 0) return { root: null }
+    const chosen = result.filePaths[0]
+    setLibraryRootOverride(chosen)
+    fs.mkdirSync(chosen, { recursive: true })
+    return { root: chosen }
+  })
+
+  handle('gpmLibResetRoot', () => {
+    setLibraryRootOverride(null)
+    return { root: libRoot() }
+  })
 }
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 634f38f03..dad7dde46 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -7,7 +7,7 @@
  * there's no directory-handle permission dance — it's the real filesystem.
  */
 import { useEffect, useRef, useState } from 'react'
-import { ChevronLeft, ChevronsDownUp, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Send, Trash2, Upload, X } from 'lucide-react'
+import { ChevronLeft, ChevronsDownUp, FolderInput, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, RotateCcw, Send, Trash2, Upload, X } from 'lucide-react'
 import { pathToFileUrl } from '../../lib/file-url'
 import { useProjects } from '../../contexts/ProjectContext'
 import { MediaThumb } from './MediaThumb'
@@ -55,6 +55,8 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [moveDest, setMoveDest] = useState('')
   const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
   const [typeFilter, setTypeFilter] = useState<TypeFilter>('all')
+  const [rootPath, setRootPath] = useState('')
+  const [rootIsDefault, setRootIsDefault] = useState(true)
   const dragFolder = useRef<string | null>(null)
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
 
@@ -66,9 +68,27 @@ function Dock({ onClose }: { onClose: () => void }) {
     setFolders(ordered)
     setFiles(d.files)
     setOpenFolders((prev) => new Set([...prev].filter((f) => ordered.includes(f))))
+    const r = await api.gpmLibGetRoot()
+    setRootPath(r.root); setRootIsDefault(r.isDefault)
   }
   useEffect(() => { void refresh() }, [])
 
+  const chooseFolder = async () => {
+    if (!api) return
+    const r = await api.gpmLibChooseRoot()
+    if (!r.root) return
+    setOpenFolders(new Set())
+    flash(`Library set to ${r.root}`)
+    await refresh()
+  }
+  const resetFolder = async () => {
+    if (!api) return
+    await api.gpmLibResetRoot()
+    setOpenFolders(new Set())
+    flash('Library reset to default')
+    await refresh()
+  }
+
   const toggleFolder = (name: string) => {
     setOpenFolders((prev) => {
       const next = new Set(prev)
@@ -171,6 +191,16 @@ function Dock({ onClose }: { onClose: () => void }) {
         </div>
       </div>
 
+      <div className="flex items-center gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+        <span className="flex-1 text-[10px] truncate" title={rootPath} style={{ color: C.faint }}>{rootPath}</span>
+        {!rootIsDefault && (
+          <button onClick={() => void resetFolder()} title="Reset to default Downloads folder" className="h-6 w-6 flex items-center justify-center rounded-md shrink-0" style={{ color: C.muted }}><RotateCcw size={12} /></button>
+        )}
+        <button onClick={() => void chooseFolder()} title="Choose a different folder for the Downloads Browser" className="flex items-center gap-1 rounded-md px-2 py-1 text-[10px] font-medium shrink-0" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+          <FolderInput size={11} />Set Folder
+        </button>
+      </div>
+
       <div className="flex gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <input value={newName} onChange={(e) => setNewName(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') void createFolder() }} placeholder="New folder…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
         <button onClick={() => void createFolder()} title="Create folder" className="flex items-center gap-1 rounded-md px-2.5 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}><FolderPlus size={13} /></button>
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 14d7fa363..4d703187e 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -92,6 +92,15 @@ function AssetCard({
     a.click()
   }
 
+  // "Lightweight" post-to-X: no API keys/OAuth — opens X's compose page with
+  // the prompt pre-filled as a caption, and reveals the file in Explorer so
+  // the user can drag it straight into the compose box to attach it.
+  const handlePostToX = (e: React.MouseEvent) => {
+    e.stopPropagation()
+    void window.electronAPI?.showItemInFolder({ filePath: asset.path })
+    void window.electronAPI?.openTwitterCompose({ text: asset.prompt })
+  }
+
   return (
     <div
       className="relative group cursor-pointer rounded-xl overflow-hidden bg-zinc-900"
@@ -193,6 +202,17 @@ function AssetCard({
           </div>
           
           <div className="flex items-center gap-1.5">
+            {asset.type === 'video' && (
+              <button
+                onClick={handlePostToX}
+                title="Post to X — opens compose with your caption, reveals the file to drag in"
+                className="p-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors"
+              >
+                <svg viewBox="0 0 24 24" className="h-3.5 w-3.5" fill="currentColor">
+                  <path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z" />
+                </svg>
+              </button>
+            )}
             <button
               onClick={handleDownload}
               className="p-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors"
diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index 348e86378..33a45f98e 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -28,6 +28,15 @@ export function Project() {
   const [assetMetadataMigrationProgress, setAssetMetadataMigrationProgress] = useState({ running: false, total: 0, completed: 0 })
   const [upgradePassProjectId, setUpgradePassProjectId] = useState<string | null>(null)
   const activeProjectId = activeProject?.id ?? null
+
+  // Gen Space stays mounted across tab switches so an in-progress generation
+  // (prompt, progress, result) survives jumping to the Video Editor and back —
+  // previously the tab switch unmounted it and silently dropped the work.
+  // The Video Editor mounts on first visit and then also stays alive.
+  const [editorMounted, setEditorMounted] = useState(currentTab === 'video-editor')
+  useEffect(() => {
+    if (currentTab === 'video-editor') setEditorMounted(true)
+  }, [currentTab])
   const activeProjectAssets = activeProject?.assets ?? null
   const needsAssetMetadataMigration = activeProjectAssets
     ? hasVisualAssetMetadataForMigration(activeProjectAssets)
@@ -162,16 +171,19 @@ export function Project() {
       </header>
       
       <main className="flex-1 overflow-hidden relative">
-        {currentTab === 'gen-space' ? (
+        <div className={`absolute inset-0 ${currentTab === 'gen-space' ? '' : 'hidden'}`}>
           <GenSpace />
-        ) : (
-          <VideoEditor
-            key={activeProject.id}
-            currentProject={activeProject}
-            saveProject={handleSaveActiveProject}
-            pendingRetakeUpdate={pendingRetakeUpdate}
-            pendingIcLoraUpdate={pendingIcLoraUpdate}
-          />
+        </div>
+        {editorMounted && (
+          <div className={`absolute inset-0 ${currentTab === 'video-editor' ? '' : 'hidden'}`}>
+            <VideoEditor
+              key={activeProject.id}
+              currentProject={activeProject}
+              saveProject={handleSaveActiveProject}
+              pendingRetakeUpdate={pendingRetakeUpdate}
+              pendingIcLoraUpdate={pendingIcLoraUpdate}
+            />
+          </div>
         )}
       </main>
     </div>
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 5c5b64fcf..f0fb8fee8 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -130,6 +130,10 @@ export const electronAPISchemas = {
     }),
     output: z.boolean(),
   },
+  openTwitterCompose: {
+    input: z.object({ text: z.string().optional() }),
+    output: z.boolean(),
+  },
   openParentFolderOfFile: {
     input: z.object({ filePath: z.string() }),
     output: z.void(),
@@ -329,6 +333,9 @@ export const electronAPISchemas = {
     input: z.object({ path: z.string() }),
     output: ipcResult({ dataUrl: z.string() }),
   },
+  gpmLibGetRoot: { input: z.object({}), output: z.object({ root: z.string(), isDefault: z.boolean() }) },
+  gpmLibChooseRoot: { input: z.object({}), output: z.object({ root: z.string().nullable() }) },
+  gpmLibResetRoot: { input: z.object({}), output: z.object({ root: z.string() }) },
 } as const
 
 type Schemas = typeof electronAPISchemas

From 5638e36e78c330bde49d06412583bfbc88ae404c Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 00:27:02 -0400
Subject: [PATCH 013/117] Drag-and-drop into editor monitors, Plates, and
 Workflow slots; fix Enlarge modal

- Native asset drag now works directly on the Source/Program monitor drop
  zones, not just double-click.
- Enlarge panel no longer covers the Downloads Browser or dock while open,
  and tab switching no longer closes it on a stray click.
- Drag images from the Images tab into Downloads Browser folders (header
  and open file grid), the Plates panorama list, and Workflow reference
  slots (which also accepts files dragged from Downloads Browser).
- Removed redundant folder icon in Images tab folder headers.
---
 frontend/components/gpm/DownloadsBrowser.tsx  |  44 ++--
 frontend/components/gpm/PromptManagerPro.tsx  | 206 ++++++++++--------
 frontend/components/gpm/gpm-image-file.ts     |   1 +
 frontend/views/editor/ProgramMonitor.tsx      |  10 +-
 .../views/editor/VideoEditorSourceMonitor.tsx |  15 +-
 frontend/views/editor/dropped-media-asset.ts  |  24 ++
 6 files changed, 192 insertions(+), 108 deletions(-)

diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index dad7dde46..1a6aeb39b 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -12,6 +12,7 @@ import { pathToFileUrl } from '../../lib/file-url'
 import { useProjects } from '../../contexts/ProjectContext'
 import { MediaThumb } from './MediaThumb'
 import { useDownloadsBrowserOpen, setDownloadsBrowserOpen } from './downloads-browser-store'
+import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from './gpm-image-file'
 
 const C = {
   panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
@@ -226,26 +227,37 @@ function Dock({ onClose }: { onClose: () => void }) {
           const folderFiles = filterFiles(files.filter((x) => x.folder === f))
           const isOpen = openFolders.has(f)
           return (
-            <div key={f}>
+            <div
+              key={f}
+              onDragOver={(e) => {
+                if (!e.dataTransfer.types.includes(FOLDER_DND) && !e.dataTransfer.types.includes(FILE_DND) && !e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE)) return
+                e.preventDefault()
+                if (dragFolder.current && dragFolder.current !== f) {
+                  const r = e.currentTarget.getBoundingClientRect()
+                  const before = e.clientY - r.top < r.height / 2
+                  setDropLine({ target: f, before })
+                }
+              }}
+              onDragLeave={() => setDropLine((d) => (d?.target === f ? null : d))}
+              onDrop={(e) => {
+                e.preventDefault()
+                if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
+                else if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE)) {
+                  const raw = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+                  if (raw && api) {
+                    const { name, dataUrl } = JSON.parse(raw) as GpmDndImage
+                    void saveDataUrlToTempFile(dataUrl, name)
+                      .then((path) => api.gpmLibAddFiles({ folder: f, srcPaths: [path] }))
+                      .then((r) => { if (r.success) { flash(`Added to ${f}`); void refresh() } else flash(r.error) })
+                  }
+                }
+                else if (dragFolder.current) onFolderDrop(f, dropLine?.before ?? true)
+              }}
+            >
               <div
                 draggable
                 onDragStart={(e) => { dragFolder.current = f; e.dataTransfer.setData(FOLDER_DND, f); e.dataTransfer.effectAllowed = 'move' }}
                 onDragEnd={() => { dragFolder.current = null; setDropLine(null) }}
-                onDragOver={(e) => {
-                  if (!e.dataTransfer.types.includes(FOLDER_DND) && !e.dataTransfer.types.includes(FILE_DND)) return
-                  e.preventDefault()
-                  if (dragFolder.current && dragFolder.current !== f) {
-                    const r = e.currentTarget.getBoundingClientRect()
-                    const before = e.clientY - r.top < r.height / 2
-                    setDropLine({ target: f, before })
-                  }
-                }}
-                onDragLeave={() => setDropLine((d) => (d?.target === f ? null : d))}
-                onDrop={(e) => {
-                  e.preventDefault()
-                  if (e.dataTransfer.types.includes(FILE_DND)) { const d = JSON.parse(e.dataTransfer.getData(FILE_DND)) as LibFile; void moveFile(d, f) }
-                  else if (dragFolder.current) onFolderDrop(f, dropLine?.before ?? true)
-                }}
                 onClick={() => toggleFolder(f)}
                 className="relative flex items-center gap-1.5 px-3 py-2.5 cursor-pointer group"
                 style={{ background: isOpen ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isOpen ? C.blue : 'transparent'}`, borderBottom: `1px solid ${C.border}` }}
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 8151ead84..942b85346 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -8,7 +8,7 @@
  */
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
-  Camera, ChevronRight, ChevronsDownUp, ChevronsUpDown, Copy, Download, Eraser, Folder, FolderPlus, Image as ImageIcon,
+  Camera, ChevronRight, ChevronsDownUp, ChevronsUpDown, Copy, Download, Eraser, FolderPlus, Image as ImageIcon,
   Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
@@ -26,7 +26,7 @@ import {
   type GpmWorkflow, loadWorkflows, saveWorkflows,
   type GpmPanorama, loadPanoramas, putPanorama, deletePanorama, MAX_PANORAMAS,
 } from './gpm-storage'
-import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE } from './gpm-image-file'
+import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './gpm-image-file'
 import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
 import { MediaThumb } from './MediaThumb'
@@ -553,6 +553,32 @@ function WorkflowPanel({
   }
   const unbindImage = (slotId: string) => upSlot(slotId, { imgId: undefined, imgName: undefined, filled: false })
 
+  // Drag a reference image straight onto a slot — from the Images tab (already
+  // in the library, so just bind by id) or the Downloads Browser (a real file,
+  // so add it to the library first, mirroring ImagesPanel's addFromLibFile).
+  const onSlotDrop = (e: React.DragEvent, slotId: string) => {
+    e.preventDefault()
+    const gpmRaw = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpmRaw) {
+      const d = JSON.parse(gpmRaw) as GpmDndImage
+      if (d.id && imgById[d.id]) { bindImage(slotId, imgById[d.id]); return }
+      const img: GpmImage = { id: gpmId(), name: d.name, folderId: null, dataUrl: d.dataUrl, addedAt: Date.now(), isVideo: false }
+      void putImage(img).then(() => { setLibrary((prev) => [img, ...prev]); bindImage(slotId, img) })
+      return
+    }
+    const fileRaw = e.dataTransfer.getData(FILE_DND)
+    if (fileRaw) {
+      const f = JSON.parse(fileRaw) as LibFile
+      const api = window.electronAPI
+      if (!api) return
+      void api.gpmLibReadAsDataUrl({ path: f.path }).then((r) => {
+        if (!r.success) return
+        const img: GpmImage = { id: gpmId(), name: f.name, folderId: null, dataUrl: r.dataUrl, addedAt: Date.now(), isVideo: f.isVideo }
+        void putImage(img).then(() => { setLibrary((prev) => [img, ...prev]); bindImage(slotId, img) })
+      })
+    }
+  }
+
   // Saved workflows (persisted in IndexedDB; round-trips in the backup).
   const [saved, setSaved] = useState<GpmWorkflow[]>([])
   const reloadSaved = () => { void loadWorkflows().then(setSaved) }
@@ -608,10 +634,14 @@ function WorkflowPanel({
         <div className="space-y-2">
           {wf.slots.map((s, i) => (
             <div key={s.id} className="rounded-lg p-2 flex gap-2 items-center" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
-              <div className="relative w-28 shrink-0">
+              <div
+                className="relative w-28 shrink-0"
+                onDragOver={(e) => { if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+                onDrop={(e) => onSlotDrop(e, s.id)}
+              >
                 <button
                   onClick={() => setPickerSlot(s.id)}
-                  title={s.imgName ? `Bound: ${s.imgName} — click to change` : 'Bind a reference image'}
+                  title={s.imgName ? `Bound: ${s.imgName} — click to change (or drag an image here)` : 'Bind a reference image (click, or drag one here)'}
                   className="w-full rounded flex items-center justify-center overflow-hidden text-[8px] text-center"
                   style={{ aspectRatio: '16/9', background: s.imgId ? '#000' : 'transparent', border: `1px dashed ${s.imgId ? C.border : C.borderLt}`, color: C.faint }}
                 >
@@ -901,39 +931,40 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
 
       {active && <SceneViewer key={active.id} pano={active} onClose={() => setActiveId(null)} onPlate={onPlate} lens={sceneLens} setLens={setSceneLens} aimRef={sceneAimRef} />}
 
-      <div className="flex items-center justify-between mb-2">
-        <Label>Panoramas</Label>
-        <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{panos.length}/{MAX_PANORAMAS}</span>
-      </div>
-      <button onClick={() => fileRef.current?.click()} className="w-full flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold mb-2" style={{ background: C.blue, color: '#fff' }}>
-        <Upload size={13} />Import Panorama
-      </button>
-      <div
-        onDragOver={(e) => e.preventDefault()} onDrop={onDrop}
-        className="rounded-md py-4 px-3 text-center text-[11px] mb-3"
-        style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}
-      >
-        Drop an image here (or from the Images tab) to save as a panorama
-      </div>
+      <div onDragOver={(e) => e.preventDefault()} onDrop={onDrop}>
+        <div className="flex items-center justify-between mb-2">
+          <Label>Panoramas</Label>
+          <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{panos.length}/{MAX_PANORAMAS}</span>
+        </div>
+        <button onClick={() => fileRef.current?.click()} className="w-full flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold mb-2" style={{ background: C.blue, color: '#fff' }}>
+          <Upload size={13} />Import Panorama
+        </button>
+        <div
+          className="rounded-md py-4 px-3 text-center text-[11px] mb-3"
+          style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}
+        >
+          Drop an image here (or from the Images tab) to save as a panorama
+        </div>
 
-      {panos.length === 0
-        ? <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No panoramas yet — import one to begin.</p>
-        : (
-          <div className="space-y-2">
-            {panos.map((p) => (
-              <div key={p.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${p.id === activeId ? C.blue : C.border}`, background: '#000' }} title={p.name}>
-                <button onClick={() => openScene(p.id)} className="block w-full" title="Open in 3D scene">
-                  <img src={p.dataUrl} alt={p.name} loading="lazy" style={{ width: '100%', aspectRatio: '2/1', objectFit: 'cover', display: 'block' }} />
-                </button>
-                <div className="absolute bottom-0 left-0 right-0 px-2 py-1 text-[10px] truncate pointer-events-none" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>{p.name}</div>
-                <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
-                  <button onClick={() => openScene(p.id)} title="Open in 3D scene" className="h-5 px-1.5 flex items-center justify-center rounded text-[9px] font-semibold" style={{ background: C.blue, color: '#fff' }}>3D</button>
-                  <button onClick={() => remove(p.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+        {panos.length === 0
+          ? <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No panoramas yet — import one to begin.</p>
+          : (
+            <div className="space-y-2">
+              {panos.map((p) => (
+                <div key={p.id} className="rounded-md overflow-hidden relative group" style={{ border: `1px solid ${p.id === activeId ? C.blue : C.border}`, background: '#000' }} title={p.name}>
+                  <button onClick={() => openScene(p.id)} className="block w-full" title="Open in 3D scene">
+                    <img src={p.dataUrl} alt={p.name} loading="lazy" style={{ width: '100%', aspectRatio: '2/1', objectFit: 'cover', display: 'block' }} />
+                  </button>
+                  <div className="absolute bottom-0 left-0 right-0 px-2 py-1 text-[10px] truncate pointer-events-none" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>{p.name}</div>
+                  <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
+                    <button onClick={() => openScene(p.id)} title="Open in 3D scene" className="h-5 px-1.5 flex items-center justify-center rounded text-[9px] font-semibold" style={{ background: C.blue, color: '#fff' }}>3D</button>
+                    <button onClick={() => remove(p.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
+                  </div>
                 </div>
-              </div>
-            ))}
-          </div>
-        )}
+              ))}
+            </div>
+          )}
+      </div>
       <input ref={fileRef} type="file" accept="image/*" multiple className="hidden" onChange={(e) => { const fs = Array.from(e.target.files ?? []); e.target.value = ''; void addFiles(fs) }} />
     </div>
   )
@@ -1152,7 +1183,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
           className="rounded-md" style={{ border: `1px solid ${C.border}` }}
           draggable
           onDragStart={(e) => {
-            e.dataTransfer.setData(GPM_IMAGE_DND_TYPE, JSON.stringify({ name: im.name, dataUrl: im.dataUrl }))
+            e.dataTransfer.setData(GPM_IMAGE_DND_TYPE, JSON.stringify({ id: im.id, name: im.name, dataUrl: im.dataUrl }))
             e.dataTransfer.effectAllowed = 'copy'
           }}
         >
@@ -1196,7 +1227,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
           >
           <Section
             id={`if-${f.id}`} ctl={ctl}
-            title={<span className="flex items-center gap-1.5"><Folder size={12} style={{ color: C.muted }} />{f.name} ({items.length})</span>}
+            title={<span className="flex items-center gap-1.5">{f.name} ({items.length})</span>}
             right={
               <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
                 <Plus size={13} style={{ color: C.blue, cursor: 'pointer' }} onClick={() => pickFor(f.id)} />
@@ -1304,8 +1335,14 @@ function Dock({ onClose }: { onClose: () => void }) {
   ]
   const ALL_TABS: Array<[GpmTab, string]> = [...TABS, ['performance', 'Performance Studio']]
 
-  // Enlarge the active tab into a centered modal workspace (Esc to shrink).
+  // Enlarge a tab into a floating workspace that sits in the middle of the screen,
+  // *without* covering the Downloads Browser (left) or this dock's own tab strip
+  // (right) — so the user can keep dragging images out of the Images tab into
+  // either of those while the enlarged workspace is open. The enlarged tab is
+  // tracked independently of the docked `gpmTab` so switching the dock's own tab
+  // (e.g. to Images, to grab an image to drag) doesn't change what's enlarged.
   const [expanded, setExpanded] = useState(false)
+  const [expandedTab, setExpandedTab] = useState<GpmTab>('performance')
   useEffect(() => {
     if (!expanded) return
     const onKey = (e: KeyboardEvent) => { if (e.key === 'Escape') setExpanded(false) }
@@ -1313,18 +1350,19 @@ function Dock({ onClose }: { onClose: () => void }) {
     return () => window.removeEventListener('keydown', onKey)
   }, [expanded])
 
-  const activeLabel = ALL_TABS.find(([id]) => id === gpmTab)?.[1] ?? ''
-  const activePanel = (
+  const renderPanel = (tab: GpmTab) => (
     <>
-      {gpmTab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
-      {gpmTab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} srcImage={shotSrcImage} setSrcImage={setShotSrcImage} />}
-      {gpmTab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
-      {gpmTab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
-      {gpmTab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
-      {gpmTab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
-      {gpmTab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
+      {tab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
+      {tab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} srcImage={shotSrcImage} setSrcImage={setShotSrcImage} />}
+      {tab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
+      {tab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
+      {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
+      {tab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
+      {tab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
     </>
   )
+  const activePanel = renderPanel(gpmTab)
+  const expandedLabel = ALL_TABS.find(([id]) => id === expandedTab)?.[1] ?? ''
 
   return (
     <div
@@ -1362,7 +1400,7 @@ function Dock({ onClose }: { onClose: () => void }) {
             {allOpen ? <ChevronsDownUp size={14} /> : <ChevronsUpDown size={14} />}
           </button>
           <button
-            onClick={() => setExpanded(true)} title="Enlarge panel for a bigger workspace (Esc to shrink)"
+            onClick={() => { setExpandedTab(gpmTab); setExpanded(true) }} title="Enlarge panel for a bigger workspace (Esc to shrink)"
             className="flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold"
             style={{ color: '#fff', background: C.blue }}
           >
@@ -1401,49 +1439,45 @@ function Dock({ onClose }: { onClose: () => void }) {
       </div>
 
       <div className="flex-1 overflow-y-auto p-4">
-        {!expanded && activePanel}
+        {activePanel}
       </div>
 
       {expanded && (
         <div
-          className="fixed inset-0 z-[80] flex items-center justify-center p-8"
-          style={{ background: 'rgba(0,0,0,0.6)' }}
-          onClick={() => setExpanded(false)}
+          className="fixed z-[80] rounded-xl overflow-hidden flex flex-col"
+          style={{
+            top: 56, bottom: 56, left: 356, right: 412,
+            background: C.panel, border: `2px solid ${C.blue}`, boxShadow: '0 30px 80px rgba(0,0,0,0.6)',
+          }}
         >
-          <div
-            className="w-full max-w-3xl rounded-xl overflow-hidden flex flex-col"
-            style={{ maxHeight: '86vh', background: C.panel, border: `2px solid ${C.blue}`, boxShadow: '0 30px 80px rgba(0,0,0,0.6)' }}
-            onClick={(e) => e.stopPropagation()}
-          >
-            <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
-              <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
-                <Wand2 size={15} style={{ color: C.blue }} />{activeLabel}
-              </span>
-              <button
-                onClick={() => setExpanded(false)}
-                className="flex items-center gap-1.5 rounded-md px-3 py-1.5 text-xs font-semibold"
-                style={{ background: C.blue, color: '#fff' }}
-              >
-                <Minimize2 size={13} />Shrink
-              </button>
-            </div>
-            <div className="px-4 py-2 flex flex-wrap gap-1.5 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
-              {ALL_TABS.map(([id, lbl]) => {
-                const active = gpmTab === id
-                return (
-                  <button
-                    key={id} onClick={() => setGpmTab(id)}
-                    className="rounded-md px-2.5 py-1 text-[11px] font-medium transition-colors"
-                    style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
-                  >
-                    {lbl}
-                  </button>
-                )
-              })}
-            </div>
-            <div className="overflow-y-auto p-5">
-              {activePanel}
-            </div>
+          <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+            <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
+              <Wand2 size={15} style={{ color: C.blue }} />{expandedLabel}
+            </span>
+            <button
+              onClick={() => setExpanded(false)}
+              className="flex items-center gap-1.5 rounded-md px-3 py-1.5 text-xs font-semibold"
+              style={{ background: C.blue, color: '#fff' }}
+            >
+              <Minimize2 size={13} />Shrink
+            </button>
+          </div>
+          <div className="px-4 py-2 flex flex-wrap gap-1.5 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
+            {ALL_TABS.map(([id, lbl]) => {
+              const active = expandedTab === id
+              return (
+                <button
+                  key={id} onClick={() => setExpandedTab(id)}
+                  className="rounded-md px-2.5 py-1 text-[11px] font-medium transition-colors"
+                  style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted, border: `1px solid ${active ? C.blue : C.border}` }}
+                >
+                  {lbl}
+                </button>
+              )
+            })}
+          </div>
+          <div className="overflow-y-auto p-5">
+            {renderPanel(expandedTab)}
           </div>
         </div>
       )}
diff --git a/frontend/components/gpm/gpm-image-file.ts b/frontend/components/gpm/gpm-image-file.ts
index 35c7ccad6..f1fa330a2 100644
--- a/frontend/components/gpm/gpm-image-file.ts
+++ b/frontend/components/gpm/gpm-image-file.ts
@@ -12,6 +12,7 @@
 export const GPM_IMAGE_DND_TYPE = 'application/x-gpm-image'
 
 export interface GpmDndImage {
+  id?: string
   name: string
   dataUrl: string
 }
diff --git a/frontend/views/editor/ProgramMonitor.tsx b/frontend/views/editor/ProgramMonitor.tsx
index bc0e507f4..a2476a1fa 100644
--- a/frontend/views/editor/ProgramMonitor.tsx
+++ b/frontend/views/editor/ProgramMonitor.tsx
@@ -27,7 +27,7 @@ import {
   selectTracks,
 } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
-import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
+import { isDroppedMediaEvent, isNativeAssetDragEvent, readDroppedAsset, readDroppedMediaAsset } from './dropped-media-asset'
 
 type MonitorRenderMode = 'playback' | 'scrub'
 type SyncTarget = 'active' | 'incoming' | 'compositing'
@@ -1156,8 +1156,14 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
           ref={previewContainerRef}
           className={`flex-1 relative overflow-hidden min-h-0 min-w-0 ${isFullscreen ? 'bg-black' : ''}`}
           style={{ backgroundColor: isFullscreen ? '#000' : '#333', ...(previewZoom !== 'fit' ? { cursor: 'grab' } : {}) }}
-          onDragOver={(e) => { if (isDroppedMediaEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
+          onDragOver={(e) => { if (isDroppedMediaEvent(e) || isNativeAssetDragEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
           onDrop={(e) => {
+            if (isNativeAssetDragEvent(e)) {
+              e.preventDefault()
+              const asset = readDroppedAsset(e, assets)
+              if (asset) insertAssetsToTimeline({ assets: [asset], trackIndex: 0, startTime: currentTime })
+              return
+            }
             if (!isDroppedMediaEvent(e)) return
             e.preventDefault()
             void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
diff --git a/frontend/views/editor/VideoEditorSourceMonitor.tsx b/frontend/views/editor/VideoEditorSourceMonitor.tsx
index f478929c3..9dbb6faed 100644
--- a/frontend/views/editor/VideoEditorSourceMonitor.tsx
+++ b/frontend/views/editor/VideoEditorSourceMonitor.tsx
@@ -4,9 +4,9 @@ import type { Asset } from '../../types/project-model'
 import { formatTime } from './video-editor-utils'
 import { Tooltip } from '../../components/ui/tooltip'
 import { pathToFileUrl } from '../../lib/file-url'
-import { selectHasSourceAsset } from './editor-selectors'
+import { selectAssets, selectHasSourceAsset } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
-import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
+import { isDroppedMediaEvent, isNativeAssetDragEvent, readDroppedAsset, readDroppedMediaAsset } from './dropped-media-asset'
 
 export type SourceKeyboardAction =
   | 'transport.playPause'
@@ -67,6 +67,7 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
     stopShuttle,
   } = useEditorActions()
   const hasSourceAsset = useEditorStore(selectHasSourceAsset)
+  const assets = useEditorStore(selectAssets)
   const [sourceAsset, setSourceAsset] = useState<Asset | null>(null)
   const [sourceTime, setSourceTime] = useState(0)
   const [sourceIsPlaying, setSourceIsPlaying] = useState(false)
@@ -383,8 +384,14 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
 
       <div
         className="flex-1 relative overflow-hidden bg-black flex items-center justify-center min-h-0"
-        onDragOver={(e) => { if (isDroppedMediaEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
+        onDragOver={(e) => { if (isDroppedMediaEvent(e) || isNativeAssetDragEvent(e)) { e.preventDefault(); e.dataTransfer.dropEffect = 'copy' } }}
         onDrop={(e) => {
+          if (isNativeAssetDragEvent(e)) {
+            e.preventDefault()
+            const asset = readDroppedAsset(e, assets)
+            if (asset) openAsset(asset)
+            return
+          }
           if (!isDroppedMediaEvent(e)) return
           e.preventDefault()
           void readDroppedMediaAsset(e, currentProjectId).then((asset) => {
@@ -436,7 +443,7 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
         ) : (
           <div className="text-center text-zinc-600">
             <Video className="h-10 w-10 mx-auto mb-2" />
-            <p className="text-xs">Double-click an asset to load it here</p>
+            <p className="text-xs">Double-click or drag an asset here</p>
           </div>
         )}
       </div>
diff --git a/frontend/views/editor/dropped-media-asset.ts b/frontend/views/editor/dropped-media-asset.ts
index 26c3a5386..929304093 100644
--- a/frontend/views/editor/dropped-media-asset.ts
+++ b/frontend/views/editor/dropped-media-asset.ts
@@ -57,6 +57,30 @@ export function isDroppedMediaEvent(e: React.DragEvent): boolean {
   return e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE)
 }
 
+/** True when the drag carries a native in-app asset (dragged from the Assets panel grid). */
+export function isNativeAssetDragEvent(e: React.DragEvent): boolean {
+  return e.dataTransfer.types.includes('asset') || e.dataTransfer.types.includes('assetId') || e.dataTransfer.types.includes('assetIds')
+}
+
+/** Resolves a native in-app asset drag (from the Assets panel grid) to the already-registered Asset. */
+export function readDroppedAsset(e: React.DragEvent, assets: Asset[]): Asset | null {
+  const assetIdsJson = e.dataTransfer.getData('assetIds')
+  if (assetIdsJson) {
+    try {
+      const ids: string[] = JSON.parse(assetIdsJson)
+      const found = ids.map((id) => assets.find((a) => a.id === id)).filter(Boolean) as Asset[]
+      if (found.length > 0) return found[0]
+    } catch { /* ignore parse errors */ }
+  }
+  const assetData = e.dataTransfer.getData('asset')
+  if (assetData) {
+    try { return JSON.parse(assetData) as Asset } catch { /* ignore parse errors */ }
+  }
+  const assetId = e.dataTransfer.getData('assetId')
+  if (assetId) return assets.find((a) => a.id === assetId) ?? null
+  return null
+}
+
 /** Reads a Downloads Browser / Images tab drop payload and resolves it to a full Asset, or null if neither type is present. */
 export function readDroppedMediaAsset(e: React.DragEvent, currentProjectId: string | null): Promise<Asset | null> {
   const dlData = e.dataTransfer.getData(FILE_DND)

From 2f390236b400da715ba72271d646e9ee546e5dfd Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 01:11:42 -0400
Subject: [PATCH 014/117] Fix asset data-loss bug, harden autosave, add
 Save/Export/Import Project

Video Editor's one-time asset snapshot was silently overwriting newer
Gen Space generations on autosave once both views started staying mounted
across tab switches. Merge external assets into the editor model on write
and on live sync, and flush autosave on app close / on demand instead of
relying solely on the debounce timer.

Also adds genuine project portability: Save/Export buttons in the project
header, Import on the Home screen, and matching items in a custom File
menu (New/Save/Export/Import Project) for users who reach for the menu
bar out of habit.
---
 electron/main.ts                              |  8 +-
 electron/menu.ts                              | 41 ++++++++++
 electron/preload.ts                           |  8 ++
 frontend/App.tsx                              | 10 +++
 frontend/contexts/ProjectContext.tsx          | 22 +++++
 frontend/views/Home.tsx                       | 46 ++++++++++-
 frontend/views/Project.tsx                    | 80 ++++++++++++++++++-
 frontend/views/VideoEditor.tsx                | 44 ++++++++--
 .../views/editor/editor-project-bridging.ts   | 12 ++-
 shared/electron-api-schema.ts                 |  1 +
 10 files changed, 252 insertions(+), 20 deletions(-)
 create mode 100644 electron/menu.ts

diff --git a/electron/main.ts b/electron/main.ts
index b554193e1..9b8456105 100644
--- a/electron/main.ts
+++ b/electron/main.ts
@@ -13,6 +13,7 @@ import { initSessionLog } from './logging-management'
 import { stopPythonBackend } from './python-backend'
 import { initAutoUpdater } from './updater'
 import { createWindow, getMainWindow } from './window'
+import { createAppMenu } from './menu'
 import { sendAnalyticsEvent } from './analytics'
 
 function logAppVersion(): void {
@@ -51,13 +52,14 @@ if (!gotLock) {
       return
     }
     if (app.isReady()) {
-      createWindow()
+      createAppMenu(createWindow())
     }
   })
 
   app.whenReady().then(async () => {
     setupCSP()
-    createWindow()
+    const mainWindow = createWindow()
+    createAppMenu(mainWindow)
     initAutoUpdater()
     // Python setup + backend start are now driven by the renderer via IPC
 
@@ -74,7 +76,7 @@ if (!gotLock) {
 
   app.on('activate', () => {
     if (getMainWindow() === null) {
-      createWindow()
+      createAppMenu(createWindow())
     }
   })
 
diff --git a/electron/menu.ts b/electron/menu.ts
new file mode 100644
index 000000000..6a23556a4
--- /dev/null
+++ b/electron/menu.ts
@@ -0,0 +1,41 @@
+import { app, Menu, type BrowserWindow, type MenuItemConstructorOptions } from 'electron'
+
+export type MenuAction = 'new-project' | 'save-project' | 'export-project' | 'import-project'
+
+function sendMenuAction(window: BrowserWindow, action: MenuAction): void {
+  window.webContents.send('menu-action', action)
+}
+
+/** Replaces Electron's auto-generated default menu so File has real Project
+ * Save/Export/Import actions (mirroring the equivalent in-app buttons) for
+ * users who reach for the menu bar out of habit. The actions themselves run
+ * in the renderer (ProjectContext/Project.tsx own the project state), so
+ * each item just forwards an IPC message for the renderer to act on. */
+export function createAppMenu(window: BrowserWindow): void {
+  const template: MenuItemConstructorOptions[] = [
+    {
+      label: 'File',
+      submenu: [
+        { label: 'New Project', click: () => sendMenuAction(window, 'new-project') },
+        { type: 'separator' },
+        { label: 'Save Project', accelerator: 'CmdOrCtrl+S', click: () => sendMenuAction(window, 'save-project') },
+        { label: 'Export Project...', click: () => sendMenuAction(window, 'export-project') },
+        { type: 'separator' },
+        { label: 'Import Project...', click: () => sendMenuAction(window, 'import-project') },
+        { type: 'separator' },
+        { role: process.platform === 'darwin' ? 'close' : 'quit' },
+      ],
+    },
+    { role: 'editMenu' },
+    { role: 'viewMenu' },
+    { role: 'windowMenu' },
+    {
+      role: 'help',
+      submenu: [
+        { label: `${app.getName()} ${app.getVersion()}`, enabled: false },
+      ],
+    },
+  ]
+
+  Menu.setApplicationMenu(Menu.buildFromTemplate(template))
+}
diff --git a/electron/preload.ts b/electron/preload.ts
index bacdbb134..b017cc3db 100644
--- a/electron/preload.ts
+++ b/electron/preload.ts
@@ -25,6 +25,14 @@ api.onBackendHealthStatus = (cb: (data: BackendHealthStatus) => void) => {
   }
 }
 
+api.onMenuAction = (cb: (action: string) => void) => {
+  const listener = (_: unknown, action: string) => cb(action)
+  ipcRenderer.on('menu-action', listener)
+  return () => {
+    ipcRenderer.removeListener('menu-action', listener)
+  }
+}
+
 api.getPathForFile = (file: File) => webUtils.getPathForFile(file)
 
 api.platform = process.platform
diff --git a/frontend/App.tsx b/frontend/App.tsx
index fc39f06ce..3912a537d 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -100,6 +100,16 @@ function AppContent() {
     return () => window.removeEventListener('open-settings', handler)
   }, [])
 
+  // Forward the native File menu's Project actions (Save/Export/Import/New)
+  // into the renderer as a window event, the same way other cross-component
+  // signals here are handled — Home.tsx/Project.tsx listen for the actions
+  // relevant to whichever of them is currently mounted.
+  useEffect(() => {
+    return window.electronAPI?.onMenuAction((action) => {
+      window.dispatchEvent(new CustomEvent('ltx:menu-action', { detail: action }))
+    })
+  }, [])
+
   useEffect(() => {
     const handler = (e: Event) => {
       const detail = (e as CustomEvent).detail ?? {}
diff --git a/frontend/contexts/ProjectContext.tsx b/frontend/contexts/ProjectContext.tsx
index f629149c6..46d16650d 100644
--- a/frontend/contexts/ProjectContext.tsx
+++ b/frontend/contexts/ProjectContext.tsx
@@ -18,6 +18,7 @@ interface ProjectContextType {
   getProject: (id: string) => Project | null
   setProject: (id: string, project: Project) => void
   createProject: (name: string) => Project
+  importProject: (projectData: unknown) => Project
   deleteProject: (id: string) => void
   renameProject: (id: string, name: string) => void
   activateProject: (id: string) => void
@@ -170,6 +171,26 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
     return persistedProject
   }, [bumpProjectRevision])
 
+  // Register an exported project file (see Project.tsx's "Export Project...")
+  // as a new project. Always assigns a fresh id so re-importing the same file,
+  // or importing on a machine that already has a project with that id, never
+  // collides with or overwrites an existing project.
+  const importProject = useCallback((projectData: unknown): Project => {
+    const normalized = normalizeProject(projectData)
+    const importedProject = normalizeProject({
+      ...normalized,
+      id: `project-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`,
+      updatedAt: Date.now(),
+    })
+
+    const persistedProject = writeProject(importedProject.id, importedProject)
+    const nextProjectIds = [persistedProject.id, ...readProjectIds().filter(id => id !== persistedProject.id)]
+    writeProjectIds(nextProjectIds)
+    setProjectIds(nextProjectIds)
+    bumpProjectRevision()
+    return persistedProject
+  }, [bumpProjectRevision])
+
   const deleteProject = useCallback((id: string) => {
     const nextProjectIds = readProjectIds().filter(projectId => projectId !== id)
     writeProjectIds(nextProjectIds)
@@ -322,6 +343,7 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
       getProject,
       setProject,
       createProject,
+      importProject,
       deleteProject,
       renameProject,
       activateProject,
diff --git a/frontend/views/Home.tsx b/frontend/views/Home.tsx
index 14df30a52..9c437fa67 100644
--- a/frontend/views/Home.tsx
+++ b/frontend/views/Home.tsx
@@ -1,5 +1,5 @@
-import { useEffect, useMemo, useRef, useState } from 'react'
-import { Plus, Folder, MoreVertical, Trash2, Pencil } from 'lucide-react'
+import { useEffect, useMemo, useRef, useState, type ChangeEvent } from 'react'
+import { Plus, Folder, MoreVertical, Trash2, Pencil, Upload } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
 import { LtxLogo } from '../components/LtxLogo'
@@ -123,21 +123,49 @@ function ProjectCard({ project, onOpen, onDelete, onRename }: {
 }
 
 export function Home() {
-  const { projectIds, getProject, createProject, deleteProject, renameProject } = useProjects()
+  const { projectIds, getProject, createProject, importProject, deleteProject, renameProject } = useProjects()
   const { openProject } = useView()
   const { migrationStatus, migrateProjects } = useProjectReferencesMigration()
   const [isCreating, setIsCreating] = useState(false)
   const [newProjectName, setNewProjectName] = useState('')
   const [renamingId, setRenamingId] = useState<string | null>(null)
   const [renameValue, setRenameValue] = useState('')
+  const [importError, setImportError] = useState<string | null>(null)
+  const importFileRef = useRef<HTMLInputElement | null>(null)
   const migrationStartedRef = useRef(false)
 
+  const handleImportFile = async (e: ChangeEvent<HTMLInputElement>) => {
+    const file = e.target.files?.[0]
+    e.target.value = ''
+    if (!file) return
+    try {
+      const data = JSON.parse(await file.text())
+      const project = importProject(data)
+      setImportError(null)
+      openProject(project.id)
+    } catch (error) {
+      setImportError(`Couldn't import "${file.name}": ${error instanceof Error ? error.message : 'invalid project file'}`)
+    }
+  }
+
   useEffect(() => {
     if (migrationStatus.status !== 'needed' || migrationStartedRef.current) return
     migrationStartedRef.current = true
     void migrateProjects()
   }, [migrateProjects, migrationStatus.status])
 
+  // File menu's "New Project" / "Import Project..." land here too (only take
+  // effect while Home is the visible screen, same as the buttons below).
+  useEffect(() => {
+    const handler = (e: Event) => {
+      const action = (e as CustomEvent).detail
+      if (action === 'new-project') setIsCreating(true)
+      else if (action === 'import-project') importFileRef.current?.click()
+    }
+    window.addEventListener('ltx:menu-action', handler)
+    return () => window.removeEventListener('ltx:menu-action', handler)
+  }, [])
+
   const projects = useMemo(() => (
     projectIds
       .map(projectId => getProject(projectId))
@@ -221,7 +249,7 @@ export function Home() {
           )}
         </nav>
         
-        <div className="p-4 border-t border-zinc-800">
+        <div className="p-4 border-t border-zinc-800 space-y-2">
           <button
             onClick={() => setIsCreating(true)}
             className="w-full px-3 py-2 rounded-lg bg-blue-600 hover:bg-blue-500 text-white text-sm font-medium flex items-center justify-center gap-2 transition-colors"
@@ -229,6 +257,16 @@ export function Home() {
             <Plus className="h-4 w-4" />
             New Project
           </button>
+          <button
+            onClick={() => importFileRef.current?.click()}
+            title="Import a project file exported from this or another computer"
+            className="w-full px-3 py-2 rounded-lg bg-zinc-800 hover:bg-zinc-700 text-zinc-300 text-sm font-medium flex items-center justify-center gap-2 transition-colors"
+          >
+            <Upload className="h-4 w-4" />
+            Import Project...
+          </button>
+          <input ref={importFileRef} type="file" accept=".json,application/json" className="hidden" onChange={(e) => void handleImportFile(e)} />
+          {importError && <p className="text-[11px] text-red-400">{importError}</p>}
         </div>
       </aside>
       
diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index 33a45f98e..fcba781c4 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -1,5 +1,5 @@
 import { useCallback, useEffect, useState } from 'react'
-import { ArrowLeft, Sparkles, Film } from 'lucide-react'
+import { ArrowLeft, Sparkles, Film, Save, Download } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
 import { LtxLogo } from '../components/LtxLogo'
@@ -12,11 +12,19 @@ import {
   runVisualAssetMetadataMigration,
 } from '../lib/project-asset-metadata-migration'
 
+/** If the Video Editor is mounted, ask it to flush any pending (debounced)
+ * autosave immediately so a manual "Save Project" is guaranteed to capture
+ * the latest timeline state, not just whatever was last auto-saved. */
+function flushEditorAutosave(): void {
+  window.dispatchEvent(new Event('ltx:flush-editor'))
+}
+
 export function Project() {
   const {
     activeProject,
     currentTab,
     setProject,
+    getProject,
     setCurrentTab,
     updateAsset,
     pendingRetakeUpdate,
@@ -27,6 +35,11 @@ export function Project() {
   const { goHome } = useView()
   const [assetMetadataMigrationProgress, setAssetMetadataMigrationProgress] = useState({ running: false, total: 0, completed: 0 })
   const [upgradePassProjectId, setUpgradePassProjectId] = useState<string | null>(null)
+  const [toast, setToast] = useState<string | null>(null)
+  const flashToast = useCallback((message: string) => {
+    setToast(message)
+    setTimeout(() => setToast(null), 2200)
+  }, [])
   const activeProjectId = activeProject?.id ?? null
 
   // Gen Space stays mounted across tab switches so an in-progress generation
@@ -47,6 +60,43 @@ export function Project() {
     setProject(activeProjectId, project)
   }, [activeProjectId, setProject])
 
+  const handleManualSave = useCallback(() => {
+    if (!activeProjectId) return
+    flushEditorAutosave()
+    flashToast('Project saved')
+  }, [activeProjectId, flashToast])
+
+  const handleExportProject = useCallback(async () => {
+    if (!activeProjectId) return
+    const api = window.electronAPI
+    if (!api) return
+    flushEditorAutosave()
+    const project = getProject(activeProjectId)
+    if (!project) return
+
+    const safeName = project.name.replace(/[^a-zA-Z0-9._ -]/g, '_').trim() || 'project'
+    const filePath = await api.showSaveDialog({
+      title: 'Export Project',
+      defaultPath: `${safeName}.ltxproj.json`,
+      filters: [{ name: 'LTX Project', extensions: ['json'] }],
+    })
+    if (!filePath) return
+
+    const result = await api.saveFile({ filePath, data: JSON.stringify(project, null, 2) })
+    flashToast(result.success ? 'Project exported' : `Export failed: ${result.error}`)
+  }, [activeProjectId, getProject, flashToast])
+
+  // File menu's "Save Project" / "Export Project..." land here too.
+  useEffect(() => {
+    const handler = (e: Event) => {
+      const action = (e as CustomEvent).detail
+      if (action === 'save-project') handleManualSave()
+      else if (action === 'export-project') void handleExportProject()
+    }
+    window.addEventListener('ltx:menu-action', handler)
+    return () => window.removeEventListener('ltx:menu-action', handler)
+  }, [handleManualSave, handleExportProject])
+
   useEffect(() => {
     if (!activeProjectId || !activeProjectAssets || !needsAssetMetadataMigration) return
 
@@ -166,10 +216,32 @@ export function Project() {
           ))}
         </div>
         
-        {/* Right spacer - equal to left to keep tabs centered */}
-        <div className="flex-1" />
+        {/* Right - manual save/export, balances the left side to keep tabs centered.
+            pr-20 clears the global Logs/Settings icons fixed at the window's top-right. */}
+        <div className="flex-1 flex items-center justify-end gap-2 pr-20">
+          <button
+            onClick={handleManualSave}
+            title="Save the project now (it also autosaves continuously)"
+            className="flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors"
+          >
+            <Save className="h-4 w-4" />Save
+          </button>
+          <button
+            onClick={() => void handleExportProject()}
+            title="Export this project to a file (for backup or moving to another computer)"
+            className="flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors"
+          >
+            <Download className="h-4 w-4" />Export
+          </button>
+        </div>
       </header>
-      
+
+      {toast && (
+        <div className="absolute top-14 right-4 z-50 px-4 py-2 rounded-lg text-sm bg-zinc-800 border border-zinc-700 text-white shadow-xl">
+          {toast}
+        </div>
+      )}
+
       <main className="flex-1 overflow-hidden relative">
         <div className={`absolute inset-0 ${currentTab === 'gen-space' ? '' : 'hidden'}`}>
           <GenSpace />
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index e6543dd61..3a2adef23 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -459,6 +459,14 @@ function VideoEditorWithStore({
   const getMinZoomRef = useRef(getMinZoom)
   getMinZoomRef.current = getMinZoom
   
+  const flushAutosave = useCallback(() => {
+    if (autoSaveTimerRef.current) {
+      clearTimeout(autoSaveTimerRef.current)
+      autoSaveTimerRef.current = null
+    }
+    saveProject(updatedProject(currentProjectRef.current, editorModelRef.current))
+  }, [saveProject])
+
   const hasMountedRef = useRef(false)
   useEffect(() => {
     if (!hasMountedRef.current) {
@@ -466,22 +474,42 @@ function VideoEditorWithStore({
       return
     }
     if (autoSaveTimerRef.current) clearTimeout(autoSaveTimerRef.current)
-    autoSaveTimerRef.current = setTimeout(() => {
-      saveProject(updatedProject(currentProjectRef.current, editorModelRef.current))
-    }, AUTOSAVE_DELAY)
+    autoSaveTimerRef.current = setTimeout(flushAutosave, AUTOSAVE_DELAY)
 
     return () => {
       if (autoSaveTimerRef.current) clearTimeout(autoSaveTimerRef.current)
     }
-  }, [editorModel, saveProject])
+  }, [editorModel, flushAutosave])
+
+  useEffect(() => {
+    return () => flushAutosave()
+  }, [flushAutosave])
 
+  // Belt-and-suspenders against losing the trailing debounce window: flush
+  // immediately on window/app close (covers an abrupt Electron quit, where
+  // React's unmount cleanup above may not get to run in time) and whenever a
+  // manual "Save Project" is requested elsewhere in the app.
   useEffect(() => {
+    window.addEventListener('beforeunload', flushAutosave)
+    window.addEventListener('ltx:flush-editor', flushAutosave)
     return () => {
-      if (autoSaveTimerRef.current) clearTimeout(autoSaveTimerRef.current)
-      saveProject(updatedProject(currentProjectRef.current, editorModelRef.current))
+      window.removeEventListener('beforeunload', flushAutosave)
+      window.removeEventListener('ltx:flush-editor', flushAutosave)
     }
-  }, [saveProject])
-  
+  }, [flushAutosave])
+
+  // Pull in assets added elsewhere (e.g. a Gen Space generation completed while
+  // the editor sat open in the background) so they show up in the Assets panel
+  // immediately, not just on next reopen. The editor's own model only gets a
+  // snapshot of `currentProject.assets` at mount, so without this any asset
+  // added after that point would stay invisible to the editor until something
+  // here pulls it in.
+  useEffect(() => {
+    const knownIds = new Set(editorModel.assets.map(asset => asset.id))
+    const newAssets = currentProject.assets.filter(asset => !knownIds.has(asset.id))
+    if (newAssets.length > 0) actions.addAssetsToEditor(newAssets)
+  }, [currentProject.assets, editorModel.assets, actions])
+
   // --- Core timeline logic ---
 
   const deleteAssetActionRef = useRef<() => void>(() => {})
diff --git a/frontend/views/editor/editor-project-bridging.ts b/frontend/views/editor/editor-project-bridging.ts
index ee646966f..8da4e4e70 100644
--- a/frontend/views/editor/editor-project-bridging.ts
+++ b/frontend/views/editor/editor-project-bridging.ts
@@ -27,9 +27,19 @@ export function getEditorModel(project: Project): EditorModel {
 }
 
 export function updatedProject(fromProject: Project, editorModel: EditorModel): Project {
+  // The editor's asset list is a snapshot taken when it first mounted (or last
+  // synced) — it doesn't know about assets added elsewhere since then (e.g. a
+  // Gen Space generation completed while the editor sat open in the background,
+  // kept alive by the cross-tab "stay mounted" behavior). Autosaving the editor's
+  // stale snapshot as-is would silently erase those newer assets from the
+  // project, so merge in anything present on the live project but missing from
+  // the editor's snapshot rather than overwriting wholesale.
+  const editorAssetIds = new Set(editorModel.assets.map(asset => asset.id))
+  const externallyAddedAssets = fromProject.assets.filter(asset => !editorAssetIds.has(asset.id))
+
   return {
     ...fromProject,
-    assets: editorModel.assets,
+    assets: [...externallyAddedAssets, ...editorModel.assets],
     bins: editorModel.bins,
     timelines: editorModel.timelines,
     activeTimelineId: editorModel.activeTimelineId ?? editorModel.timelines[0]?.id,
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index f0fb8fee8..6d2894cab 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -350,6 +350,7 @@ export type ElectronAPI = InvokeAPI & {
   onPythonSetupProgress: (cb: (data: unknown) => void) => void
   removePythonSetupProgress: () => void
   onBackendHealthStatus: (cb: (data: BackendHealthStatus) => void) => (() => void)
+  onMenuAction: (cb: (action: string) => void) => (() => void)
   getPathForFile: (file: File) => string
   platform: string
   hfGatingEnabled: boolean

From 28ee56f72ee7fd43bd0e630e8055da4f6b2ec694 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 15:10:33 -0400
Subject: [PATCH 015/117] Rebrand Studio Assets/panel naming, fix panel-aware
 centering, restore Help menu links, sequential timeline names, safer project
 import

- Rename Downloads panel to "Studio Assets" and right-dock panel to "Desktop Studio Pro"
- Fix Gen Space prompt bar/preview centering to account for open side panels (App.tsx content wrapper now shrinks instead of overflowing)
- Restore Documentation and Keyboard Shortcuts links in the native Help menu
- New timelines get sequential default names (Timeline 2, 3, ...) instead of always "Timeline 1"
- Auto-suffix imported project names on collision to avoid duplicate-looking entries in Recent Projects
---
 electron/menu.ts                             |  7 +++++--
 frontend/App.tsx                             | 18 +++++++++++++-----
 frontend/components/PythonSetup.tsx          |  2 +-
 frontend/components/SettingsModal.tsx        |  2 +-
 frontend/components/gpm/DownloadsBrowser.tsx |  8 ++++----
 frontend/components/gpm/PromptManagerPro.tsx |  6 +++---
 frontend/contexts/ProjectContext.tsx         | 16 ++++++++++++++++
 frontend/views/Home.tsx                      |  2 +-
 frontend/views/editor/editor-actions.ts      | 13 ++++++++++++-
 9 files changed, 56 insertions(+), 18 deletions(-)

diff --git a/electron/menu.ts b/electron/menu.ts
index 6a23556a4..66f03c851 100644
--- a/electron/menu.ts
+++ b/electron/menu.ts
@@ -1,6 +1,6 @@
-import { app, Menu, type BrowserWindow, type MenuItemConstructorOptions } from 'electron'
+import { app, Menu, shell, type BrowserWindow, type MenuItemConstructorOptions } from 'electron'
 
-export type MenuAction = 'new-project' | 'save-project' | 'export-project' | 'import-project'
+export type MenuAction = 'new-project' | 'save-project' | 'export-project' | 'import-project' | 'show-keyboard-shortcuts'
 
 function sendMenuAction(window: BrowserWindow, action: MenuAction): void {
   window.webContents.send('menu-action', action)
@@ -33,6 +33,9 @@ export function createAppMenu(window: BrowserWindow): void {
       role: 'help',
       submenu: [
         { label: `${app.getName()} ${app.getVersion()}`, enabled: false },
+        { type: 'separator' },
+        { label: 'Documentation', click: () => shell.openExternal('https://github.com/Lightricks/LTX-Desktop') },
+        { label: 'Keyboard Shortcuts', click: () => sendMenuAction(window, 'show-keyboard-shortcuts') },
       ],
     },
   ]
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 3912a537d..a8ab77b4f 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -3,7 +3,7 @@ import { Loader2, AlertCircle, Settings, FileText } from 'lucide-react'
 import { ApiClient, type ApiSuccessOf } from './lib/api-client'
 import { ProjectProvider } from './contexts/ProjectContext'
 import { ViewProvider, useView } from './contexts/ViewContext'
-import { KeyboardShortcutsProvider } from './contexts/KeyboardShortcutsContext'
+import { KeyboardShortcutsProvider, useKeyboardShortcuts } from './contexts/KeyboardShortcutsContext'
 import { AppSettingsProvider, useAppSettings } from './contexts/AppSettingsContext'
 import { KeyboardShortcutsModal } from './components/KeyboardShortcutsModal'
 import { useBackend } from './hooks/use-backend'
@@ -31,6 +31,7 @@ function AppContent() {
   const { currentView } = useView()
   const downloadsBrowserOpen = useDownloadsBrowserOpen()
   const promptManagerProOpen = usePromptManagerProOpen()
+  const { setEditorOpen: setKbEditorOpen } = useKeyboardShortcuts()
 
   // Tab toggles both Prompt Manager Pro panels closed/open together — like
   // Photoshop/Premiere's "hide all panels" — restoring whichever side(s) were
@@ -106,9 +107,13 @@ function AppContent() {
   // relevant to whichever of them is currently mounted.
   useEffect(() => {
     return window.electronAPI?.onMenuAction((action) => {
+      if (action === 'show-keyboard-shortcuts') {
+        setKbEditorOpen(true)
+        return
+      }
       window.dispatchEvent(new CustomEvent('ltx:menu-action', { detail: action }))
     })
-  }, [])
+  }, [setKbEditorOpen])
 
   useEffect(() => {
     const handler = (e: Event) => {
@@ -508,7 +513,7 @@ function AppContent() {
         <div className="h-screen bg-background flex items-center justify-center">
           <div className="text-center">
             <Loader2 className="h-12 w-12 text-primary animate-spin mx-auto mb-4" />
-            <h2 className="text-xl font-semibold text-foreground mb-2">Starting LTX Desktop...</h2>
+            <h2 className="text-xl font-semibold text-foreground mb-2">Starting LTX Desktop Studio Pro...</h2>
             <p className="text-muted-foreground">Initializing the inference engine</p>
           </div>
         </div>
@@ -560,8 +565,11 @@ function AppContent() {
   return (
     <div className="relative h-screen w-screen">
       <div
-        className="h-full w-full transition-[margin-left,margin-right] duration-150"
-        style={{ marginLeft: downloadsBrowserOpen ? 340 : 0, marginRight: promptManagerProOpen ? 396 : 0 }}
+        className="h-full transition-[margin-left,width] duration-150"
+        style={{
+          marginLeft: downloadsBrowserOpen ? 340 : 0,
+          width: `calc(100% - ${downloadsBrowserOpen ? 340 : 0}px - ${promptManagerProOpen ? 396 : 0}px)`,
+        }}
       >
         {renderView()}
       </div>
diff --git a/frontend/components/PythonSetup.tsx b/frontend/components/PythonSetup.tsx
index 3b1746f7e..66ea49110 100644
--- a/frontend/components/PythonSetup.tsx
+++ b/frontend/components/PythonSetup.tsx
@@ -107,7 +107,7 @@ export function PythonSetup({ onReady }: PythonSetupProps) {
         // @ts-expect-error - Electron-specific CSS property
         WebkitAppRegion: 'drag'
       }}>
-        <span style={{ fontSize: 13, color: '#a0a0a0' }}>LTX Desktop</span>
+        <span style={{ fontSize: 13, color: '#a0a0a0' }}>LTX Desktop Studio Pro</span>
       </div>
 
       {/* Main Container */}
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 9c353d0e3..79e8a4310 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1075,7 +1075,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
                 <div className="space-y-6">
                   {/* App Identity */}
                   <div className="text-center space-y-2">
-                    <h3 className="text-lg font-bold text-white">LTX Desktop</h3>
+                    <h3 className="text-lg font-bold text-white">LTX Desktop Studio Pro</h3>
                     <p className="text-sm text-zinc-400">Version {appVersion || '...'}</p>
                     <p className="text-xs text-zinc-500">AI-Powered Video Editor</p>
                   </div>
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 1a6aeb39b..e969895e5 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -183,7 +183,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   return (
     <div className="fixed top-0 left-0 z-[75] h-screen w-[340px] flex flex-col" style={{ background: C.panel, borderRight: `1px solid ${C.border}`, boxShadow: '8px 0 24px rgba(0,0,0,0.4)' }}>
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
-        <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}><FolderOpen size={15} style={{ color: C.blue }} />Downloads</span>
+        <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}><FolderOpen size={15} style={{ color: C.blue }} />Studio Assets</span>
         <div className="flex items-center gap-1">
           <button onClick={collapseAll} title="Collapse all folders" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><ChevronsDownUp size={14} /></button>
           <button onClick={() => void api?.gpmLibReveal({ folder: [...openFolders][0] })} title="Open folder in Explorer" className="h-7 w-7 flex items-center justify-center rounded-md" style={{ color: C.muted }}><FolderOpen size={14} /></button>
@@ -197,7 +197,7 @@ function Dock({ onClose }: { onClose: () => void }) {
         {!rootIsDefault && (
           <button onClick={() => void resetFolder()} title="Reset to default Downloads folder" className="h-6 w-6 flex items-center justify-center rounded-md shrink-0" style={{ color: C.muted }}><RotateCcw size={12} /></button>
         )}
-        <button onClick={() => void chooseFolder()} title="Choose a different folder for the Downloads Browser" className="flex items-center gap-1 rounded-md px-2 py-1 text-[10px] font-medium shrink-0" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
+        <button onClick={() => void chooseFolder()} title="Choose a different folder for the Studio Assets panel" className="flex items-center gap-1 rounded-md px-2 py-1 text-[10px] font-medium shrink-0" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
           <FolderInput size={11} />Set Folder
         </button>
       </div>
@@ -318,7 +318,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {toast && <div className="absolute left-1/2 bottom-4 -translate-x-1/2 px-3 py-2 rounded-lg text-xs" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text }}>{toast}</div>}
 
       <button
-        onClick={onClose} title="Close Downloads Browser"
+        onClick={onClose} title="Close Studio Assets"
         className="fixed top-1/2 -translate-y-1/2 z-[76] flex items-center justify-center"
         style={{ left: 340, width: 16, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
       >
@@ -356,7 +356,7 @@ export function DownloadsBrowser() {
   const open = useDownloadsBrowserOpen()
   if (!open) {
     return (
-      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Downloads Browser" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
+      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Studio Assets" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
         <ChevronLeft size={18} style={{ transform: 'rotate(180deg)' }} />
       </button>
     )
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 942b85346..5a190f9aa 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1372,7 +1372,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {/* Side tab on the left edge (centered) to collapse the panel. */}
       <button
         onClick={onClose}
-        title="Close Prompt Manager Pro"
+        title="Close Desktop Studio Pro"
         className="absolute top-1/2 -translate-y-1/2 -left-6 flex items-center justify-center"
         style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
@@ -1381,7 +1381,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
-          <Wand2 size={15} style={{ color: C.blue }} />Prompt Manager Pro
+          <Wand2 size={15} style={{ color: C.blue }} />Desktop Studio Pro
         </span>
         <div className="flex items-center gap-2">
           <button
@@ -1500,7 +1500,7 @@ export function PromptManagerPro() {
   if (!open) {
     return (
       <button
-        onClick={() => setPromptManagerProOpen(true)} title="Open Prompt Manager Pro"
+        onClick={() => setPromptManagerProOpen(true)} title="Open Desktop Studio Pro"
         className="fixed top-1/2 -translate-y-1/2 right-0 z-[75] flex items-center justify-center"
         style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
diff --git a/frontend/contexts/ProjectContext.tsx b/frontend/contexts/ProjectContext.tsx
index 46d16650d..50a5555e3 100644
--- a/frontend/contexts/ProjectContext.tsx
+++ b/frontend/contexts/ProjectContext.tsx
@@ -177,8 +177,24 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
   // collides with or overwrites an existing project.
   const importProject = useCallback((projectData: unknown): Project => {
     const normalized = normalizeProject(projectData)
+
+    const existingNames = new Set(
+      readProjectIds().map(id => readProject(id)?.name).filter((name): name is string => !!name)
+    )
+    let importedName = normalized.name
+    if (existingNames.has(importedName)) {
+      let suffix = 1
+      let candidate = `${importedName} (Imported)`
+      while (existingNames.has(candidate)) {
+        suffix += 1
+        candidate = `${importedName} (Imported ${suffix})`
+      }
+      importedName = candidate
+    }
+
     const importedProject = normalizeProject({
       ...normalized,
+      name: importedName,
       id: `project-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`,
       updatedAt: Date.now(),
     })
diff --git a/frontend/views/Home.tsx b/frontend/views/Home.tsx
index 9c437fa67..43ecd1771 100644
--- a/frontend/views/Home.tsx
+++ b/frontend/views/Home.tsx
@@ -285,7 +285,7 @@ export function Home() {
           {/* Dark overlay for text readability */}
           <div className="absolute inset-0 bg-gradient-to-t from-black/70 via-black/30 to-black/10" />
           <div className="absolute bottom-6 left-8 z-10">
-            <h1 className="text-3xl font-bold text-white mb-2 drop-shadow-lg">LTX Desktop</h1>
+            <h1 className="text-3xl font-bold text-white mb-2 drop-shadow-lg">LTX Desktop Studio Pro</h1>
             <p className="text-zinc-200 drop-shadow-md">Create and manage your video projects</p>
           </div>
         </div>
diff --git a/frontend/views/editor/editor-actions.ts b/frontend/views/editor/editor-actions.ts
index 215ebef8f..f2742b735 100644
--- a/frontend/views/editor/editor-actions.ts
+++ b/frontend/views/editor/editor-actions.ts
@@ -451,6 +451,17 @@ function getNextAdjustmentLayerName(assets: Asset[]): string {
   return count > 0 ? `Adjustment Layer ${count + 1}` : 'Adjustment Layer'
 }
 
+function getNextTimelineName(timelines: Timeline[]): string {
+  const existingNames = new Set(timelines.map(timeline => timeline.name))
+  let n = timelines.length + 1
+  let candidate = `Timeline ${n}`
+  while (existingNames.has(candidate)) {
+    n += 1
+    candidate = `Timeline ${n}`
+  }
+  return candidate
+}
+
 function createAdjustmentAsset(name = 'Adjustment Layer'): Asset {
   return {
     id: makeId('asset-adjustment'),
@@ -650,7 +661,7 @@ export function switchActiveTimeline(state: EditorState, timelineId: string | nu
 }
 
 export function createTimeline(state: EditorState, name?: string): EditorState {
-  const timeline = createDefaultTimeline(name)
+  const timeline = createDefaultTimeline(name ?? getNextTimelineName(state.editorModel.timelines))
   return {
     ...updateEditorModel(state, editorModel => ({
       ...editorModel,

From 6f3b7a451d5ac744dc9a27be08605700ead10644 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 17:17:26 -0400
Subject: [PATCH 016/117] Boost clip volume to 200%, hold last frame at
 timeline end, expand Performance Studio emotions, simplify default tracks

- Route playback audio through a Web Audio GainNode so clip volume can exceed the 100% ceiling HTMLMediaElement.volume imposes; raise UI/clamp limits to 200% (export already supported boosted gain)
- Preview now holds the last clip's final frame when the playhead is past the end of the timeline instead of showing a black "No clip at playhead" screen
- Add 7 emotion families from the original Grok extension (Flirtation, Coyness, Sarcasm, Suspicion, Vulnerability, Jealousy, Embarrassment) with full waypoints and default dialogue; Controls section now re-expands every time the Performance tab is opened
- New timelines default to one video + one audio track instead of three video + two audio, so the first clip lands visibly at the top instead of requiring a scroll
---
 frontend/components/gpm/PromptManagerPro.tsx  |  5 ++-
 frontend/gpm-core/performance.ts              | 35 ++++++++++++++++++
 frontend/types/project-model.ts               |  9 ++---
 frontend/views/editor/ClipPropertiesPanel.tsx |  4 +--
 frontend/views/editor/ProgramMonitor.tsx      | 34 +++++++++++++++---
 frontend/views/editor/editor-actions.ts       |  4 +--
 frontend/views/editor/usePlaybackAudioSync.ts | 36 +++++++++++++++++--
 7 files changed, 111 insertions(+), 16 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 5a190f9aa..ef4e73e19 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1426,7 +1426,10 @@ function Dock({ onClose }: { onClose: () => void }) {
           )
         })}
         <button
-          onClick={() => setGpmTab('performance')}
+          onClick={() => {
+            setGpmTab('performance')
+            setSectionsOpen((s) => ({ ...s, 'perf-controls': true }))
+          }}
           className="col-span-3 rounded-md py-2 text-xs font-semibold transition-colors"
           style={{
             background: gpmTab === 'performance' ? C.blue : C.card,
diff --git a/frontend/gpm-core/performance.ts b/frontend/gpm-core/performance.ts
index f7d1d971f..669d98511 100644
--- a/frontend/gpm-core/performance.ts
+++ b/frontend/gpm-core/performance.ts
@@ -161,6 +161,34 @@ export const PERF_FAMILIES: PerfFamily[] = [
     { name: "Piqued Curiosity", va: { v: 0.3, a: 0.4 }, facs: ["AU1", "AU2"], anat: "brows raised with one slightly higher, eyes widening and fixing on the object of interest, lips parted faintly, head tilting", perf: "a slow lean in, a narrowing focus, an unconscious step closer, breath light and attentive" },
     { name: "Intense Fascination", va: { v: 0.5, a: 0.7 }, facs: ["AU1", "AU2", "AU5", "AU25"], anat: "brows high, eyes wide and bright and locked on, mouth slightly open, head extended forward", perf: "the body drawn fully toward the subject, breath quickening, complete absorption, hands reaching or hovering as if to touch" },
   ] },
+  { family: "Flirtation", subtext: "inviting without quite saying so", waypoints: [
+    { name: "Subtle Interest", va: { v: 0.4, a: 0.4 }, facs: ["AU12", "AU43", "AU64"], anat: "one corner of the mouth turned up slightly, eyelids lowered into a soft half-lidded gaze, chin dipped with eyes glancing up, faint smile held back", perf: "slow blink, gaze lingering then dropping away, head tilted, unhurried breath, a held quality as if savoring the moment" },
+    { name: "Open Flirtation", va: { v: 0.6, a: 0.6 }, facs: ["AU6", "AU12", "AU43", "AU61"], anat: "warm asymmetric smile with cheeks raised, eyelids lowered seductively, eyes bright and locked on the other with a sideways glance, lips slightly parted", perf: "playful head tilt, a glance away and back, lip possibly bitten lightly, body angled toward the other, relaxed inviting posture" },
+  ] },
+  { family: "Coyness", subtext: "enjoying being looked at while pretending not to", waypoints: [
+    { name: "Shy Coy", va: { v: 0.4, a: 0.3 }, facs: ["AU12", "AU64", "AU54"], anat: "small suppressed smile with lips pressed together, eyes cast down and to the side, chin tucked slightly, cheeks lifted faintly", perf: "gaze avoiding then flicking back, slight shoulder turn inward, a held breath of self-consciousness, fingers possibly near the face" },
+    { name: "Playful Coy", va: { v: 0.6, a: 0.5 }, facs: ["AU6", "AU12", "AU46", "AU64"], anat: "barely contained grin breaking through pressed lips, eyes glancing up and away with a knowing sparkle, one shoulder raised, head dipped and turned", perf: "suppressed laugh, quick glance back to gauge reaction, body swaying slightly, the smile escaping despite effort to hold it" },
+  ] },
+  { family: "Sarcasm", subtext: "saying one thing and meaning the opposite, daring you to notice", waypoints: [
+    { name: "Dry Mockery", va: { v: -0.2, a: 0.3 }, facs: ["AU2", "AU14", "AU64"], anat: "one eyebrow raised flatly, one corner of the mouth tightened and pulled to the side, eyelids half-lowered in a deadpan gaze, head still", perf: "minimal expression held deliberately flat, slow blink, a beat of silence, the faintest exhale through the nose" },
+    { name: "Open Mockery", va: { v: -0.4, a: 0.5 }, facs: ["AU1", "AU2", "AU12", "AU14"], anat: "eyebrows raised in mock surprise, an exaggerated lopsided half-smile, eyes wide with theatrical insincerity, head tilted in feigned interest", perf: "performed enthusiasm that doesn't reach the eyes, slow nod of fake agreement, a smirk breaking through, gaze rolling slightly" },
+  ] },
+  { family: "Suspicion", subtext: "actively building a case against what you're seeing", waypoints: [
+    { name: "Skepticism", va: { v: -0.2, a: 0.4 }, facs: ["AU2", "AU7", "AU14"], anat: "one eyebrow raised noticeably higher than the other, opposite eye slightly tightened, one mouth corner pulled subtly to the side and tightened, head angled slightly back", perf: "slow blink, head tilt away from subject, deliberate breath, gaze narrowed and assessing" },
+    { name: "Suspicion", va: { v: -0.4, a: 0.6 }, facs: ["AU4", "AU7", "AU14", "AU24"], anat: "brows lowered and slightly together, lids tightened into a narrowed assessing gaze, mouth corners drawn in tight with dimplers active, lips pressed", perf: "stillness with watchful micro-tracking, breath held in upper chest, body angled away, head subtly cocked" },
+  ] },
+  { family: "Vulnerability", subtext: "letting yourself be seen without defenses", waypoints: [
+    { name: "Yearning", va: { v: -0.1, a: 0.4 }, facs: ["AU1", "AU43", "AU12", "AU17"], anat: "inner brows raised softly, upper lids slightly heavy, faint upturn at mouth corners, lower lip just full, gaze direct and unguarded", perf: "slowed breath, slight forward lean, stillness in the body, eyes searching the other's face" },
+    { name: "Open Vulnerability", va: { v: -0.3, a: 0.5 }, facs: ["AU1", "AU2", "AU5", "AU17"], anat: "inner brows raised and drawn slightly together, eyes wide and shining, chin tightened with lower lip pushed up, mouth slightly parted", perf: "breath audible and uneven, throat working with swallow, head tilted slightly down, hands likely open or reaching" },
+  ] },
+  { family: "Jealousy", subtext: "watching someone have the thing you wanted", waypoints: [
+    { name: "Quiet Envy", va: { v: -0.4, a: 0.4 }, facs: ["AU4", "AU7", "AU14", "AU24"], anat: "brows subtly lowered, eyes narrowed and tracking sideways, a forced thin smile pulled tight with dimplers, lips pressed, gaze flicking toward the source and away", perf: "a smile that doesn't hold, watchful sidelong glances, a tight swallow, body angled slightly away, tension held in the jaw" },
+    { name: "Bitter Jealousy", va: { v: -0.6, a: 0.6 }, facs: ["AU4", "AU7", "AU10", "AU23", "AU24"], anat: "brows pulled down and together, eyes hard and fixed on the source, upper lip faintly raised, lips pressed thin and tight, jaw set with simmering resentment", perf: "stillness with a coiled tension, staring then looking away sharply, a slow controlled breath, the forced pleasantness gone, fingers possibly tightening" },
+  ] },
+  { family: "Embarrassment", subtext: "wishing the ground would open up", waypoints: [
+    { name: "Mild Embarrassment", va: { v: -0.3, a: 0.5 }, facs: ["AU12", "AU24", "AU64", "AU54"], anat: "an awkward suppressed smile with lips pressed, eyes cast downward and away, head dipped, a faint wince at the mouth", perf: "nervous quick smile, gaze unable to settle, hand possibly touching neck or face, a small uncomfortable laugh, shoulders drawing in" },
+    { name: "Mortification", va: { v: -0.6, a: 0.7 }, facs: ["AU7", "AU24", "AU54", "AU64"], anat: "face tightening with a pained grimace-smile, eyes squeezed partly shut or covered, head ducked low, cheeks visibly warm, brow furrowed in distress", perf: "hand rising to cover part of the face, head turning away, body shrinking, a strangled embarrassed laugh, gaze hunting for escape" },
+  ] },
 ];
 
 /**
@@ -193,6 +221,13 @@ export const PERF_DEFAULT_DIALOGUE: Record<string, string> = {
   Relief: 'Oh thank god. Thank god.',
   Nostalgia: 'We were really something back then.',
   Curiosity: 'Wait... what is that?',
+  Flirtation: "You're trouble, aren't you.",
+  Coyness: 'Maybe. Maybe not.',
+  Sarcasm: 'Oh, this is going great.',
+  Suspicion: 'How did you say you knew him, again?',
+  Vulnerability: "I don't know how to ask for this.",
+  Jealousy: "No, it's fine. I'm happy for you.",
+  Embarrassment: 'Can we just— forget I said that?',
 };
 
 /** Default dialogue for a family index (empty string if none). */
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 457d19c78..1c3c8d8ad 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -114,12 +114,13 @@ export const trackSchema = z.object({
   subtitleStyle: subtitleStyleSchema.partial().optional(),
 })
 
+// New timelines start with just one video + one audio track (pre-selected as
+// the drop target via sourcePatched) — most projects never need more, and
+// starting with extras pushed the first clip down where it required vertical
+// scrolling to even see. Users can add more tracks with one click as needed.
 export const DEFAULT_TRACKS = trackSchema.array().parse([
   { id: 'track-v1', name: 'V1', muted: false, locked: false, sourcePatched: true, kind: 'video' },
-  { id: 'track-v2', name: 'V2', muted: false, locked: false, sourcePatched: false, kind: 'video' },
-  { id: 'track-v3', name: 'V3', muted: false, locked: false, sourcePatched: false, kind: 'video' },
   { id: 'track-a1', name: 'A1', muted: false, locked: false, sourcePatched: true, kind: 'audio' },
-  { id: 'track-a2', name: 'A2', muted: false, locked: false, sourcePatched: false, kind: 'audio' },
 ])
 
 export const subtitleClipSchema = z.object({
@@ -291,7 +292,7 @@ export const timelineClipSchema = z.object({
   speed: z.number().default(1),
   reversed: z.boolean().default(false),
   muted: z.boolean().default(false),
-  volume: z.number().default(100),
+  volume: z.number().default(1),
   trackIndex: z.number(),
   asset: assetSchema.nullable(),
   importedName: z.string().optional(),
diff --git a/frontend/views/editor/ClipPropertiesPanel.tsx b/frontend/views/editor/ClipPropertiesPanel.tsx
index d789fefdd..6ee96e02d 100644
--- a/frontend/views/editor/ClipPropertiesPanel.tsx
+++ b/frontend/views/editor/ClipPropertiesPanel.tsx
@@ -696,7 +696,7 @@ export function ClipPropertiesPanel(props: ClipPropertiesPanelProps) {
             <input
               type="range"
               min={0}
-              max={1}
+              max={2}
               step={0.1}
               value={effectiveMuted ? 0 : effectiveVolume}
               onChange={(e) => setClipAudioLevel(selectedClip.id, parseFloat(e.target.value))}
@@ -705,7 +705,7 @@ export function ClipPropertiesPanel(props: ClipPropertiesPanelProps) {
             <div className="flex justify-between text-[10px] text-zinc-500 mt-1">
               <span>0%</span>
               <span className="text-white">{effectiveMuted ? '0' : Math.round(effectiveVolume * 100)}%</span>
-              <span>100%</span>
+              <span>200%</span>
             </div>
           </div>
         )}
diff --git a/frontend/views/editor/ProgramMonitor.tsx b/frontend/views/editor/ProgramMonitor.tsx
index a2476a1fa..0a22534f8 100644
--- a/frontend/views/editor/ProgramMonitor.tsx
+++ b/frontend/views/editor/ProgramMonitor.tsx
@@ -171,6 +171,18 @@ function getTopVisibleClipAtTime(mediaClips: TimelineClip[], tracks: Track[], ti
   return best?.clip ?? null
 }
 
+/** Among visible-track clips, the one ending last (by startTime + duration). */
+function getLastEndingVisibleClip(mediaClips: TimelineClip[], tracks: Track[]): TimelineClip | null {
+  let best: TimelineClip | null = null
+  for (const clip of mediaClips) {
+    if (tracks[clip.trackIndex]?.enabled === false) continue
+    if (!best || clip.startTime + clip.duration > best.startTime + best.duration) {
+      best = clip
+    }
+  }
+  return best
+}
+
 function getDissolveAtTime(mediaClips: TimelineClip[], tracks: Track[], time: number): { pair: DissolvePair; progress: number } | null {
   for (const clipA of mediaClips) {
     if (tracks[clipA.trackIndex]?.enabled === false) continue
@@ -335,12 +347,24 @@ function getActiveVideoContributors(
 }
 
 function deriveFrameRenderState(cache: FrameRenderCache, tracks: Track[], time: number): FrameRenderState {
-  const activeClip = getTopVisibleClipAtTime(cache.mediaClips, tracks, time)
-  const dissolve = getDissolveAtTime(cache.mediaClips, tracks, time)
-  const compositingStack = getCompositingStack(cache.mediaClips, tracks, activeClip, time)
+  let activeClip = getTopVisibleClipAtTime(cache.mediaClips, tracks, time)
+  let effectiveTime = time
+
+  // Playhead is past the end of every clip (not a gap mid-timeline) — hold
+  // the last frame of whichever clip ends latest instead of going black.
+  if (!activeClip) {
+    const lastClip = getLastEndingVisibleClip(cache.mediaClips, tracks)
+    if (lastClip && time >= lastClip.startTime + lastClip.duration) {
+      activeClip = lastClip
+      effectiveTime = lastClip.startTime + lastClip.duration - 1 / 240
+    }
+  }
+
+  const dissolve = getDissolveAtTime(cache.mediaClips, tracks, effectiveTime)
+  const compositingStack = getCompositingStack(cache.mediaClips, tracks, activeClip, effectiveTime)
 
   return {
-    atTime: time,
+    atTime: effectiveTime,
     activeClip,
     crossDissolve: dissolve?.pair ?? null,
     crossDissolveProgress: dissolve?.progress ?? 0,
@@ -350,7 +374,7 @@ function deriveFrameRenderState(cache: FrameRenderCache, tracks: Track[], time:
     activeLetterbox: getActiveLetterbox(cache.adjustmentClips, tracks, time),
     activeAdjustmentEffects: [],
     audioOnlyClips: cache.audioClips.filter(clip => time >= clip.startTime && time < clip.startTime + clip.duration),
-    activeVideoContributors: getActiveVideoContributors(activeClip, dissolve?.pair ?? null, dissolve?.progress ?? 0, compositingStack, time),
+    activeVideoContributors: getActiveVideoContributors(activeClip, dissolve?.pair ?? null, dissolve?.progress ?? 0, compositingStack, effectiveTime),
   }
 }
 
diff --git a/frontend/views/editor/editor-actions.ts b/frontend/views/editor/editor-actions.ts
index f2742b735..2c71208bc 100644
--- a/frontend/views/editor/editor-actions.ts
+++ b/frontend/views/editor/editor-actions.ts
@@ -818,7 +818,7 @@ export function importParsedTimeline(state: EditorState, parsed: ParsedTimeline)
       speed: parsedClip.speed || 1,
       reversed: parsedClip.reversed || false,
       muted: parsedClip.muted || false,
-      volume: parsedClip.volume !== undefined ? Math.min(1, Math.max(0, parsedClip.volume)) : 1,
+      volume: parsedClip.volume !== undefined ? Math.min(2, Math.max(0, parsedClip.volume)) : 1,
       trackIndex: Math.min(parsedClip.trackIndex, totalTracks - 1),
       asset,
       importedName: parsedClip.name,
@@ -1238,7 +1238,7 @@ function resolveClipAudioTargetId(state: EditorState, clipId: string): string |
 export function setClipAudioLevel(state: EditorState, clipId: string, volume: number): EditorState {
   const targetClipId = resolveClipAudioTargetId(state, clipId)
   if (!targetClipId) return state
-  const clampedVolume = Math.max(0, Math.min(1, volume))
+  const clampedVolume = Math.max(0, Math.min(2, volume))
   return updateClip(state, targetClipId, { volume: clampedVolume, muted: false })
 }
 
diff --git a/frontend/views/editor/usePlaybackAudioSync.ts b/frontend/views/editor/usePlaybackAudioSync.ts
index 3dbb6cfdf..9c2ce9171 100644
--- a/frontend/views/editor/usePlaybackAudioSync.ts
+++ b/frontend/views/editor/usePlaybackAudioSync.ts
@@ -21,6 +21,7 @@ type AudioEl = HTMLAudioElement & {
   __lastPlayRetry?: number
   __intendedPath?: string
   __awaitingCanplay?: boolean
+  __gainNode?: GainNode
 }
 
 const PLAYING_LOOKAHEAD_SECONDS = 5
@@ -62,6 +63,35 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
   const getEditorState = useEditorGetState()
 
   const audioElementsRef = useRef<Map<string, AudioEl>>(new Map())
+  const audioContextRef = useRef<AudioContext | null>(null)
+
+  // Volume can be boosted above 100% (gain > 1), which HTMLMediaElement.volume
+  // doesn't support (browsers clamp it to 1.0) — route audio through a Web
+  // Audio GainNode instead, which has no such ceiling. el.volume stays at 1
+  // (unity) once routed; the GainNode carries the actual clip.volume value.
+  const applyVolume = (el: AudioEl, volume: number): void => {
+    const AudioContextCtor = window.AudioContext
+      ?? (window as unknown as { webkitAudioContext?: typeof AudioContext }).webkitAudioContext
+    if (!AudioContextCtor) {
+      el.volume = Math.min(1, volume)
+      return
+    }
+    let ctx = audioContextRef.current
+    if (!ctx) {
+      ctx = new AudioContextCtor()
+      audioContextRef.current = ctx
+    }
+    let node = el.__gainNode
+    if (!node) {
+      const source = ctx.createMediaElementSource(el)
+      node = ctx.createGain()
+      source.connect(node)
+      node.connect(ctx.destination)
+      el.__gainNode = node
+    }
+    el.volume = 1
+    node.gain.value = volume
+  }
 
   useEffect(() => {
     if (!isPlaying) return
@@ -166,7 +196,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
           const track = currentTracks[clip.trackIndex]
           const isSoloMuted = anySoloed && !track?.solo
           el.muted = clip.muted || track?.muted || isSoloMuted || false
-          el.volume = clip.volume
+          applyVolume(el, clip.volume)
 
           if (!el.__audioPlaying || isNewElement) {
             const target = computeTarget(el, atTime)
@@ -307,7 +337,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
       const track = tracks[clip.trackIndex]
       const isSoloMuted = anySoloed && !track?.solo
       el.muted = clip.muted || track?.muted || isSoloMuted || false
-      el.volume = clip.volume
+      applyVolume(el, clip.volume)
 
       if (el.readyState < 2) continue
 
@@ -339,6 +369,8 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
         el.src = ''
       }
       audioElementsRef.current.clear()
+      void audioContextRef.current?.close()
+      audioContextRef.current = null
     }
   }, [])
 }

From 036bf4ee5c1d744e25353696a73a0d6db299cd3f Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 21:28:27 -0400
Subject: [PATCH 017/117] Add tag/folder organization to Gen Space assets

Reuses the existing (previously unused) Asset.binId/project.bins schema fields
to let users file generated images/videos into named folders, similar to Grok
Imagine's tagging UI but with an actual "Untagged" default view so the main
canvas doesn't stay cluttered with everything forever.

- Chip bar (Untagged / All / per-folder / + New Tag) above the asset grid
- Tag dropdown on each asset card to file into a folder, create a new one, or untag
- Deleting a folder un-tags its assets instead of deleting them
- Fixed two bugs found while testing: window.prompt() is a no-op in Electron's
  renderer (replaced with a real modal), and AssetCard's overflow-hidden was
  clipping the tag dropdown invisible (SettingsDropdown now portals its panel
  to document.body instead of relying on position:absolute containment)
---
 frontend/contexts/ProjectContext.tsx |  40 ++++
 frontend/views/GenSpace.tsx          | 306 ++++++++++++++++++++++-----
 2 files changed, 295 insertions(+), 51 deletions(-)

diff --git a/frontend/contexts/ProjectContext.tsx b/frontend/contexts/ProjectContext.tsx
index 50a5555e3..2125eed47 100644
--- a/frontend/contexts/ProjectContext.tsx
+++ b/frontend/contexts/ProjectContext.tsx
@@ -33,6 +33,10 @@ interface ProjectContextType {
   setAssetActiveTake: (projectId: string, assetId: string, takeIndex: number) => void
   toggleFavorite: (projectId: string, assetId: string) => void
 
+  createBin: (projectId: string, name: string) => string
+  renameBin: (projectId: string, binId: string, name: string) => void
+  deleteBin: (projectId: string, binId: string) => void
+
   genSpaceEditImagePath: string | null
   setGenSpaceEditImagePath: (path: string | null) => void
   genSpaceEditMode: 'image' | 'video' | null
@@ -350,6 +354,39 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
     }))
   }, [mutateProject])
 
+  const createBin = useCallback((projectId: string, name: string): string => {
+    const binId = `bin-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`
+    mutateProject(projectId, project => ({
+      ...project,
+      bins: { ...project.bins, [binId]: name },
+      updatedAt: Date.now(),
+    }))
+    return binId
+  }, [mutateProject])
+
+  const renameBin = useCallback((projectId: string, binId: string, name: string) => {
+    mutateProject(projectId, project => ({
+      ...project,
+      bins: { ...project.bins, [binId]: name },
+      updatedAt: Date.now(),
+    }))
+  }, [mutateProject])
+
+  const deleteBin = useCallback((projectId: string, binId: string) => {
+    mutateProject(projectId, project => {
+      const nextBins = { ...project.bins }
+      delete nextBins[binId]
+      return {
+        ...project,
+        bins: nextBins,
+        assets: project.assets.map(asset => (
+          asset.binId === binId ? { ...asset, binId: undefined } : asset
+        )),
+        updatedAt: Date.now(),
+      }
+    })
+  }, [mutateProject])
+
   return (
     <ProjectContext.Provider value={{
       currentTab,
@@ -372,6 +409,9 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
       deleteTakeFromAsset,
       setAssetActiveTake,
       toggleFavorite,
+      createBin,
+      renameBin,
+      deleteBin,
       genSpaceEditImagePath,
       setGenSpaceEditImagePath,
       genSpaceEditMode,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 4d703187e..d2bba6f2c 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1,9 +1,10 @@
 import { useState, useRef, useEffect, useCallback } from 'react'
+import { createPortal } from 'react-dom'
 import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check
+  ChevronLeft, ChevronRight, Copy, Check, Tag
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -32,6 +33,10 @@ import { RetakePanel } from '../components/RetakePanel'
 import { ICLoraPanel, CONDITIONING_TYPES } from '../components/ICLoraPanel'
 import { FreeApiKeyBubble } from '../components/FreeApiKeyBubble'
 
+// Sentinel binFilter value meaning "show every asset" (vs. a real binId, or
+// null for the default untagged-only view).
+const ALL_BINS_FILTER = '__all__'
+
 // Asset card with hover overlays
 function AssetCard({
   asset,
@@ -41,7 +46,10 @@ function AssetCard({
   onCreateVideo,
   onRetake,
   onIcLora,
-  onToggleFavorite
+  onToggleFavorite,
+  bins,
+  onTag,
+  onRequestNewTag,
 }: {
   asset: Asset
   onDelete: () => void
@@ -51,6 +59,9 @@ function AssetCard({
   onRetake?: (asset: Asset) => void
   onIcLora?: (asset: Asset) => void
   onToggleFavorite?: () => void
+  bins: Record<string, string>
+  onTag: (binId: string | null) => void
+  onRequestNewTag: () => void
 }) {
   const hoverVideoRef = useRef<HTMLVideoElement>(null)
   const [isHovered, setIsHovered] = useState(false)
@@ -219,6 +230,27 @@ function AssetCard({
             >
               <Download className="h-3.5 w-3.5" />
             </button>
+            <div onClick={(e) => e.stopPropagation()}>
+              <SettingsDropdown
+                title="Tag"
+                value={asset.binId ?? ''}
+                onChange={(value) => {
+                  if (value === '__new__') {
+                    onRequestNewTag()
+                  } else if (value === '__none__') {
+                    onTag(null)
+                  } else {
+                    onTag(value)
+                  }
+                }}
+                trigger={<Tag className={`h-3.5 w-3.5 ${asset.binId ? 'text-blue-300' : 'text-white'}`} />}
+                options={[
+                  ...(asset.binId ? [{ value: '__none__', label: 'Remove from folder' }] : []),
+                  ...Object.entries(bins).map(([binId, name]) => ({ value: binId, label: name })),
+                  { value: '__new__', label: '+ New Tag…' },
+                ]}
+              />
+            </div>
             {/* Tools button hidden for now */}
           </div>
         </div>
@@ -294,67 +326,92 @@ function SettingsDropdown({
   title: string
 }) {
   const [isOpen, setIsOpen] = useState(false)
-  const dropdownRef = useRef<HTMLDivElement>(null)
-  
+  const [panelPos, setPanelPos] = useState<{ left: number; bottom: number } | null>(null)
+  const triggerRef = useRef<HTMLButtonElement>(null)
+  const panelRef = useRef<HTMLDivElement>(null)
+
   useEffect(() => {
     const handleClickOutside = (e: MouseEvent) => {
-      if (dropdownRef.current && !dropdownRef.current.contains(e.target as Node)) {
-        setIsOpen(false)
-      }
+      const target = e.target as Node
+      if (triggerRef.current?.contains(target)) return
+      if (panelRef.current?.contains(target)) return
+      setIsOpen(false)
     }
     if (isOpen) {
       document.addEventListener('mousedown', handleClickOutside)
     }
     return () => document.removeEventListener('mousedown', handleClickOutside)
   }, [isOpen])
-  
+
+  const handleToggle = () => {
+    if (!isOpen && triggerRef.current) {
+      const rect = triggerRef.current.getBoundingClientRect()
+      setPanelPos({
+        left: Math.min(rect.left, window.innerWidth - 180),
+        bottom: window.innerHeight - rect.top + 8,
+      })
+    }
+    setIsOpen(!isOpen)
+  }
+
+  // Rendered via a portal into document.body — AssetCard (and other callers)
+  // clip overflow for rounded thumbnails, which would otherwise clip this
+  // popup invisible since position:absolute is still contained by an
+  // overflow-hidden ancestor.
+  const panel = isOpen && panelPos && createPortal(
+    <div
+      ref={panelRef}
+      style={{ position: 'fixed', left: panelPos.left, bottom: panelPos.bottom }}
+      className="bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999]"
+    >
+      <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2">{title}</div>
+      <div className="space-y-1">
+        {options.map(option => (
+          <div key={option.value} className="relative group/option">
+            <button
+              onClick={() => { if (!option.disabled) { onChange(option.value); setIsOpen(false) } }}
+              className={`w-full flex items-center justify-between px-2 py-2 rounded-md transition-colors text-left ${
+                option.disabled
+                  ? 'cursor-not-allowed'
+                  : value === option.value ? 'bg-white/20 hover:bg-white/25' : 'hover:bg-zinc-700'
+              }`}
+            >
+              <span className={`flex items-center gap-2.5 text-sm ${
+                option.disabled
+                  ? 'text-zinc-600'
+                  : value === option.value ? 'text-white' : 'text-zinc-400'
+              }`}>
+                {option.icon && <span className="flex-shrink-0">{option.icon}</span>}
+                {option.label}
+              </span>
+              {value === option.value && !option.disabled && (
+                <svg className="w-5 h-5 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
+                </svg>
+              )}
+            </button>
+            {option.disabled && option.tooltip && (
+              <div className="absolute left-full ml-2 top-1/2 -translate-y-1/2 px-2 py-1 bg-zinc-700 rounded text-xs text-zinc-300 whitespace-nowrap opacity-0 group-hover/option:opacity-100 pointer-events-none z-[10000] transition-opacity">
+                {option.tooltip}
+              </div>
+            )}
+          </div>
+        ))}
+      </div>
+    </div>,
+    document.body,
+  )
+
   return (
-    <div ref={dropdownRef} className="relative">
-      <button 
-        onClick={() => setIsOpen(!isOpen)}
+    <div className="relative">
+      <button
+        ref={triggerRef}
+        onClick={handleToggle}
         className={`flex shrink-0 items-center gap-1 whitespace-nowrap px-2 py-1.5 rounded-md transition-colors ${isOpen ? 'bg-zinc-700 hover:bg-zinc-700' : 'hover:bg-zinc-800'}`}
       >
         {trigger}
       </button>
-      
-      {isOpen && (
-        <div className="absolute bottom-full left-0 mb-2 bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999]">
-          <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2">{title}</div>
-          <div className="space-y-1">
-            {options.map(option => (
-              <div key={option.value} className="relative group/option">
-                <button
-                  onClick={() => { if (!option.disabled) { onChange(option.value); setIsOpen(false) } }}
-                  className={`w-full flex items-center justify-between px-2 py-2 rounded-md transition-colors text-left ${
-                    option.disabled
-                      ? 'cursor-not-allowed'
-                      : value === option.value ? 'bg-white/20 hover:bg-white/25' : 'hover:bg-zinc-700'
-                  }`}
-                >
-                  <span className={`flex items-center gap-2.5 text-sm ${
-                    option.disabled 
-                      ? 'text-zinc-600' 
-                      : value === option.value ? 'text-white' : 'text-zinc-400'
-                  }`}>
-                    {option.icon && <span className="flex-shrink-0">{option.icon}</span>}
-                    {option.label}
-                  </span>
-                  {value === option.value && !option.disabled && (
-                    <svg className="w-5 h-5 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
-                      <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
-                    </svg>
-                  )}
-                </button>
-                {option.disabled && option.tooltip && (
-                  <div className="absolute left-full ml-2 top-1/2 -translate-y-1/2 px-2 py-1 bg-zinc-700 rounded text-xs text-zinc-300 whitespace-nowrap opacity-0 group-hover/option:opacity-100 pointer-events-none z-[10000] transition-opacity">
-                    {option.tooltip}
-                  </div>
-                )}
-              </div>
-            ))}
-          </div>
-        </div>
-      )}
+      {panel}
     </div>
   )
 }
@@ -934,7 +991,10 @@ export function GenSpace() {
     addAsset,
     addTakeToAsset,
     deleteAsset,
+    updateAsset,
     toggleFavorite,
+    createBin,
+    deleteBin,
     genSpaceEditImagePath,
     setGenSpaceEditImagePath,
     setGenSpaceEditMode,
@@ -967,6 +1027,13 @@ export function GenSpace() {
   const [selectedAsset, setSelectedAsset] = useState<Asset | null>(null)
   const [copiedPrompt, setCopiedPrompt] = useState(false)
   const [showFavorites, setShowFavorites] = useState(false)
+  // null = default view (untagged only); ALL_BINS_FILTER = every asset; otherwise a specific binId.
+  const [binFilter, setBinFilter] = useState<string | null>(null)
+  // Electron's renderer doesn't implement window.prompt(), so new tag/folder
+  // names go through this small modal instead. '__bar__' = creating from the
+  // chip bar (no asset assignment); an assetId = creating + assigning to it.
+  const [creatingTagFor, setCreatingTagFor] = useState<'__bar__' | string | null>(null)
+  const [newTagName, setNewTagName] = useState('')
   const [gallerySize, setGallerySize] = useState<GallerySize>('medium')
   const [showSizeMenu, setShowSizeMenu] = useState(false)
   const sizeMenuRef = useRef<HTMLDivElement>(null)
@@ -1606,7 +1673,13 @@ export function GenSpace() {
     return () => document.removeEventListener('mousedown', handleClickOutside)
   }, [showSizeMenu])
 
-  const filteredAssets = showFavorites ? assets.filter(a => a.favorite) : assets
+  const bins = activeProject?.bins ?? {}
+  const filteredAssets = assets.filter(a => {
+    if (showFavorites && !a.favorite) return false
+    if (binFilter === ALL_BINS_FILTER) return true
+    if (binFilter === null) return !a.binId
+    return a.binId === binFilter
+  })
   const favoriteCount = assets.filter(a => a.favorite).length
   const isLibraryMode = mode === 'video' || mode === 'image'
 
@@ -1663,9 +1736,80 @@ export function GenSpace() {
         </div>
       )}
 
+      {/* Empty bin filter (untagged view or a specific folder with nothing in it) */}
+      {isLibraryMode && !showFavorites && filteredAssets.length === 0 && assets.length > 0 && (
+        <div className="absolute inset-0 flex flex-col items-center justify-center text-center pointer-events-none">
+          <Tag className="h-12 w-12 text-zinc-700 mb-4" />
+          <h3 className="text-lg font-semibold text-white mb-2">
+            {binFilter === null ? 'Everything is tagged' : 'Nothing in this tag yet'}
+          </h3>
+          <p className="text-zinc-500 text-sm">
+            {binFilter === null
+              ? 'Click "All" above to see every asset.'
+              : 'Use the tag icon on an asset to file it here.'}
+          </p>
+        </div>
+      )}
+
       {/* Assets area — full width, no background, above the prompt bar */}
       {isLibraryMode && (assets.length > 0 || isGenerating) && (
         <div className="absolute inset-x-0 top-0 bottom-[160px] flex flex-col px-4 pt-4">
+          {/* Tag/folder chip bar */}
+          <div className="flex items-center gap-1.5 pb-2 overflow-x-auto">
+            <button
+              onClick={() => setBinFilter(null)}
+              className={`shrink-0 px-3 py-1 rounded-full text-xs font-medium transition-colors ${
+                binFilter === null
+                  ? 'bg-white/20 text-white'
+                  : 'text-zinc-400 hover:text-white hover:bg-zinc-800'
+              }`}
+            >
+              Untagged
+            </button>
+            <button
+              onClick={() => setBinFilter(ALL_BINS_FILTER)}
+              className={`shrink-0 px-3 py-1 rounded-full text-xs font-medium transition-colors ${
+                binFilter === ALL_BINS_FILTER
+                  ? 'bg-white/20 text-white'
+                  : 'text-zinc-400 hover:text-white hover:bg-zinc-800'
+              }`}
+            >
+              All
+            </button>
+            {Object.entries(bins).map(([binId, binName]) => (
+              <div
+                key={binId}
+                className={`shrink-0 flex items-center gap-1 pl-3 pr-1.5 py-1 rounded-full text-xs font-medium transition-colors ${
+                  binFilter === binId
+                    ? 'bg-blue-500/30 text-blue-200 border border-blue-500/40'
+                    : 'text-zinc-400 hover:text-white hover:bg-zinc-800 border border-transparent'
+                }`}
+              >
+                <button onClick={() => setBinFilter(binId)}>{binName}</button>
+                {binFilter === binId && (
+                  <button
+                    title="Delete this tag/folder"
+                    onClick={() => {
+                      if (!currentProjectId) return
+                      if (!window.confirm(`Delete the "${binName}" tag? Assets in it will become untagged again.`)) return
+                      deleteBin(currentProjectId, binId)
+                      setBinFilter(null)
+                    }}
+                    className="rounded-full p-0.5 hover:bg-white/20"
+                  >
+                    <X className="h-3 w-3" />
+                  </button>
+                )}
+              </div>
+            ))}
+            <button
+              onClick={() => setCreatingTagFor('__bar__')}
+              className="shrink-0 flex items-center gap-1 px-3 py-1 rounded-full text-xs font-medium text-zinc-500 hover:text-white hover:bg-zinc-800 transition-colors"
+            >
+              + New Tag
+            </button>
+          </div>
+
           {/* Top bar */}
           <div className="flex items-center justify-end pb-2 gap-2">
             <button
@@ -1762,6 +1906,9 @@ export function GenSpace() {
                   onRetake={handleRetake}
                   onIcLora={!forceApiGenerations ? handleIcLora : undefined}
                   onToggleFavorite={() => currentProjectId && toggleFavorite(currentProjectId, asset.id)}
+                  bins={bins}
+                  onTag={(binId) => currentProjectId && updateAsset(currentProjectId, asset.id, { binId: binId ?? undefined })}
+                  onRequestNewTag={() => setCreatingTagFor(asset.id)}
                 />
               ))}
             </div>
@@ -1925,6 +2072,63 @@ export function GenSpace() {
         </div>
       )}
 
+      {creatingTagFor !== null && (
+        <div
+          className="fixed inset-0 z-[80] flex items-center justify-center bg-black/55"
+          onClick={() => { setCreatingTagFor(null); setNewTagName('') }}
+        >
+          <div
+            className="bg-zinc-900 border border-zinc-700 rounded-lg p-4 w-[280px]"
+            onClick={(e) => e.stopPropagation()}
+          >
+            <p className="text-sm font-semibold text-white mb-2">New tag/folder</p>
+            <input
+              autoFocus
+              value={newTagName}
+              onChange={(e) => setNewTagName(e.target.value)}
+              onKeyDown={(e) => {
+                if (e.key === 'Enter') {
+                  e.preventDefault()
+                  const name = newTagName.trim()
+                  if (!name || !currentProjectId) return
+                  const binId = createBin(currentProjectId, name)
+                  if (creatingTagFor !== '__bar__') updateAsset(currentProjectId, creatingTagFor, { binId })
+                  setCreatingTagFor(null)
+                  setNewTagName('')
+                } else if (e.key === 'Escape') {
+                  setCreatingTagFor(null)
+                  setNewTagName('')
+                }
+              }}
+              placeholder="Tag name…"
+              className="w-full rounded-md px-2 py-1.5 text-sm bg-zinc-800 text-white border border-zinc-700 outline-none focus:border-blue-500"
+            />
+            <div className="flex justify-end gap-2 mt-3">
+              <button
+                onClick={() => { setCreatingTagFor(null); setNewTagName('') }}
+                className="rounded-md px-3 py-1.5 text-xs font-medium bg-zinc-800 text-white border border-zinc-700"
+              >
+                Cancel
+              </button>
+              <button
+                onClick={() => {
+                  const name = newTagName.trim()
+                  if (!name || !currentProjectId) return
+                  const binId = createBin(currentProjectId, name)
+                  if (creatingTagFor !== '__bar__') updateAsset(currentProjectId, creatingTagFor, { binId })
+                  setCreatingTagFor(null)
+                  setNewTagName('')
+                }}
+                disabled={!newTagName.trim()}
+                className="rounded-md px-3 py-1.5 text-xs font-medium bg-blue-600 text-white disabled:opacity-40"
+              >
+                Create
+              </button>
+            </div>
+          </div>
+        </div>
+      )}
+
       {(error || localError) && (
         <GenerationErrorDialog
           error={(error || localError)!}

From 695ae3bbe42f1edd44d9664f0dfef3104a8f7bfa Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 21:40:31 -0400
Subject: [PATCH 018/117] Fix tag/folder data loss caused by Video Editor's
 stale autosave snapshot

updatedProject() already merged in newly-added assets to avoid clobbering
Gen Space generations with the editor's stale background snapshot, but still
overwrote project.bins wholesale with the editor's copy. Any folder created
in Gen Space's new tagging UI while the editor sat mounted in the background
got silently erased on the editor's next autosave. Union the two instead.
---
 frontend/views/editor/editor-project-bridging.ts | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/frontend/views/editor/editor-project-bridging.ts b/frontend/views/editor/editor-project-bridging.ts
index 8da4e4e70..88b46bb78 100644
--- a/frontend/views/editor/editor-project-bridging.ts
+++ b/frontend/views/editor/editor-project-bridging.ts
@@ -37,10 +37,17 @@ export function updatedProject(fromProject: Project, editorModel: EditorModel):
   const editorAssetIds = new Set(editorModel.assets.map(asset => asset.id))
   const externallyAddedAssets = fromProject.assets.filter(asset => !editorAssetIds.has(asset.id))
 
+  // Same staleness risk applies to the bin/tag name map: Gen Space's tagging
+  // UI can create folders while the editor sits mounted in the background, so
+  // overwriting wholesale with the editor's snapshot would silently erase
+  // those folder names. Union instead, with the editor's copy winning on a
+  // shared id (it owns rename/delete for bins it created itself).
+  const bins = { ...fromProject.bins, ...editorModel.bins }
+
   return {
     ...fromProject,
     assets: [...externallyAddedAssets, ...editorModel.assets],
-    bins: editorModel.bins,
+    bins,
     timelines: editorModel.timelines,
     activeTimelineId: editorModel.activeTimelineId ?? editorModel.timelines[0]?.id,
     updatedAt: Date.now(),

From 3a3e106f2d84050c00d861d6cd52a8ab503466f8 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 23:06:39 -0400
Subject: [PATCH 019/117] Persist timeline in/out points with the project
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

In/out marks lived only in transient session state, never in the saved
Timeline schema, so they silently reset on every reload. Added optional
inPoint/outPoint fields to Timeline, seed the in-memory map from the saved
timeline on mount, and fold the live map back in on every save (autosave and
the explicit commitToProject path) while keeping them out of undo/redo, same
as before — they're playback marks, not document content.
---
 frontend/types/project-model.ts               |  2 ++
 frontend/views/VideoEditor.tsx                |  8 ++++++--
 frontend/views/editor/editor-actions.ts       |  2 +-
 .../views/editor/editor-project-bridging.ts   | 19 ++++++++++++++++---
 frontend/views/editor/editor-state.ts         | 15 ++++++++++++++-
 5 files changed, 39 insertions(+), 7 deletions(-)

diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 1c3c8d8ad..374be9a13 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -318,6 +318,8 @@ export const timelineSchema = z.object({
   tracks: z.array(trackSchema),
   clips: z.array(timelineClipSchema),
   subtitles: z.array(subtitleClipSchema).default([]),
+  inPoint: z.number().nullable().optional(),
+  outPoint: z.number().nullable().optional(),
 })
 
 export const assetBinsSchema = z.record(z.string(), z.string())
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index 3a2adef23..6f50bcf4f 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -464,8 +464,12 @@ function VideoEditorWithStore({
       clearTimeout(autoSaveTimerRef.current)
       autoSaveTimerRef.current = null
     }
-    saveProject(updatedProject(currentProjectRef.current, editorModelRef.current))
-  }, [saveProject])
+    saveProject(updatedProject(
+      currentProjectRef.current,
+      editorModelRef.current,
+      getEditorState().session.transport.timelineInOutMap,
+    ))
+  }, [saveProject, getEditorState])
 
   const hasMountedRef = useRef(false)
   useEffect(() => {
diff --git a/frontend/views/editor/editor-actions.ts b/frontend/views/editor/editor-actions.ts
index 2c71208bc..c97e294f5 100644
--- a/frontend/views/editor/editor-actions.ts
+++ b/frontend/views/editor/editor-actions.ts
@@ -2619,7 +2619,7 @@ export function deriveProjectPatch(state: EditorState): EditorModel {
 }
 
 export function commitToProject(state: EditorState, baseProject: Project): Project {
-  return updatedProject(baseProject, state.editorModel)
+  return updatedProject(baseProject, state.editorModel, state.session.transport.timelineInOutMap)
 }
 
 export function setDirty(state: EditorState, dirty: boolean): EditorState {
diff --git a/frontend/views/editor/editor-project-bridging.ts b/frontend/views/editor/editor-project-bridging.ts
index 88b46bb78..ea3d68b5e 100644
--- a/frontend/views/editor/editor-project-bridging.ts
+++ b/frontend/views/editor/editor-project-bridging.ts
@@ -1,5 +1,5 @@
 import type { Project, Timeline } from '../../types/project-model'
-import type { EditorModel } from './editor-state'
+import type { EditorModel, TimelineInOutRange } from './editor-state'
 import { DEFAULT_TRACKS } from '../../types/project-model'
 import { migrateClip, migrateTracks } from './video-editor-utils'
 
@@ -26,7 +26,11 @@ export function getEditorModel(project: Project): EditorModel {
   }
 }
 
-export function updatedProject(fromProject: Project, editorModel: EditorModel): Project {
+export function updatedProject(
+  fromProject: Project,
+  editorModel: EditorModel,
+  timelineInOutMap: Record<string, TimelineInOutRange> = {},
+): Project {
   // The editor's asset list is a snapshot taken when it first mounted (or last
   // synced) — it doesn't know about assets added elsewhere since then (e.g. a
   // Gen Space generation completed while the editor sat open in the background,
@@ -44,11 +48,20 @@ export function updatedProject(fromProject: Project, editorModel: EditorModel):
   // shared id (it owns rename/delete for bins it created itself).
   const bins = { ...fromProject.bins, ...editorModel.bins }
 
+  // In/out marks live in transient session state while editing (see
+  // createInitialEditorState), not on editorModel.timelines — fold the
+  // current values back onto each timeline so they persist with the project.
+  const timelines = editorModel.timelines.map(timeline => ({
+    ...timeline,
+    inPoint: timelineInOutMap[timeline.id]?.inPoint ?? null,
+    outPoint: timelineInOutMap[timeline.id]?.outPoint ?? null,
+  }))
+
   return {
     ...fromProject,
     assets: [...externallyAddedAssets, ...editorModel.assets],
     bins,
-    timelines: editorModel.timelines,
+    timelines,
     activeTimelineId: editorModel.activeTimelineId ?? editorModel.timelines[0]?.id,
     updatedAt: Date.now(),
   }
diff --git a/frontend/views/editor/editor-state.ts b/frontend/views/editor/editor-state.ts
index 21808e07d..898671676 100644
--- a/frontend/views/editor/editor-state.ts
+++ b/frontend/views/editor/editor-state.ts
@@ -241,6 +241,19 @@ export function createInitialEditorState(
   editorModel: EditorModel,
   layout: EditorLayout = DEFAULT_LAYOUT,
 ): EditorState {
+  // In/out marks are persisted per-timeline on the project (Timeline.inPoint/
+  // outPoint) but kept in transient session state while editing — same reason
+  // undo/redo skips them: they're playback marks, not document content. Seed
+  // the in-memory map from whatever was last saved so reopening a project
+  // restores them instead of resetting to none.
+  const timelineInOutMap: Record<string, TimelineInOutRange> = {}
+  for (const timeline of editorModel.timelines) {
+    timelineInOutMap[timeline.id] = {
+      inPoint: timeline.inPoint ?? null,
+      outPoint: timeline.outPoint ?? null,
+    }
+  }
+
   return {
     editorModel,
     session: {
@@ -255,7 +268,7 @@ export function createInitialEditorState(
         isPlaying: false,
         shuttleSpeed: 0,
         playingInOut: false,
-        timelineInOutMap: {},
+        timelineInOutMap,
       },
       tools: {
         zoom: 1,

From 3b91cb30abe28b2e5f3969aab6bc5755eff2c217 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 29 Jun 2026 23:17:00 -0400
Subject: [PATCH 020/117] Surface errors from Export Project instead of failing
 silently

Reported as "nothing happens" on a different machine. handleExportProject
had no try/catch, so any thrown error became a silent unhandled promise
rejection with zero user feedback. Now every failure path shows a toast.
Also logs the one main-process case (missing window reference) that was
previously indistinguishable from a user-cancelled dialog.
---
 electron/ipc/file-handlers.ts | 29 ++++++++++++++++++++---------
 frontend/views/Project.tsx    | 27 +++++++++++++++++----------
 2 files changed, 37 insertions(+), 19 deletions(-)

diff --git a/electron/ipc/file-handlers.ts b/electron/ipc/file-handlers.ts
index 93e10dfac..b41a17bd5 100644
--- a/electron/ipc/file-handlers.ts
+++ b/electron/ipc/file-handlers.ts
@@ -233,15 +233,26 @@ export function registerFileHandlers(): void {
 
   handle('showSaveDialog', async ({ title, defaultPath, filters }) => {
     const mainWindow = getMainWindow()
-    if (!mainWindow) return null
-    const result = await dialog.showSaveDialog(mainWindow, {
-      title: title || 'Save File',
-      defaultPath,
-      filters: filters || [],
-    })
-    if (result.canceled || !result.filePath) return null
-    approvePath(result.filePath)
-    return result.filePath
+    if (!mainWindow) {
+      // Indistinguishable from "user cancelled" to the renderer (the IPC
+      // contract returns null either way), but this case is a real bug, not
+      // a cancellation — log it so it's diagnosable instead of silent.
+      logger.error('showSaveDialog: no main window available')
+      return null
+    }
+    try {
+      const result = await dialog.showSaveDialog(mainWindow, {
+        title: title || 'Save File',
+        defaultPath,
+        filters: filters || [],
+      })
+      if (result.canceled || !result.filePath) return null
+      approvePath(result.filePath)
+      return result.filePath
+    } catch (error) {
+      logger.error(`showSaveDialog failed: ${error}`)
+      return null
+    }
   })
 
   handle('saveFile', async ({ filePath, data, encoding }) => {
diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index fcba781c4..3ca1c434e 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -69,21 +69,28 @@ export function Project() {
   const handleExportProject = useCallback(async () => {
     if (!activeProjectId) return
     const api = window.electronAPI
-    if (!api) return
+    if (!api) {
+      flashToast('Export failed: native app features are unavailable in this window')
+      return
+    }
     flushEditorAutosave()
     const project = getProject(activeProjectId)
     if (!project) return
 
-    const safeName = project.name.replace(/[^a-zA-Z0-9._ -]/g, '_').trim() || 'project'
-    const filePath = await api.showSaveDialog({
-      title: 'Export Project',
-      defaultPath: `${safeName}.ltxproj.json`,
-      filters: [{ name: 'LTX Project', extensions: ['json'] }],
-    })
-    if (!filePath) return
+    try {
+      const safeName = project.name.replace(/[^a-zA-Z0-9._ -]/g, '_').trim() || 'project'
+      const filePath = await api.showSaveDialog({
+        title: 'Export Project',
+        defaultPath: `${safeName}.ltxproj.json`,
+        filters: [{ name: 'LTX Project', extensions: ['json'] }],
+      })
+      if (!filePath) return // user cancelled the dialog — not an error
 
-    const result = await api.saveFile({ filePath, data: JSON.stringify(project, null, 2) })
-    flashToast(result.success ? 'Project exported' : `Export failed: ${result.error}`)
+      const result = await api.saveFile({ filePath, data: JSON.stringify(project, null, 2) })
+      flashToast(result.success ? 'Project exported' : `Export failed: ${result.error}`)
+    } catch (error) {
+      flashToast(`Export failed: ${error instanceof Error ? error.message : String(error)}`)
+    }
   }, [activeProjectId, getProject, flashToast])
 
   // File menu's "Save Project" / "Export Project..." land here too.

From 32cd659d4d92e205fb3f2b287b809684168ba4bf Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 30 Jun 2026 21:50:22 -0400
Subject: [PATCH 021/117] Add Duplicate Project action and fix Gen Space
 thumbnail shrink

Duplicate clones a project with a fresh id/name, referencing existing
asset files rather than copying them, for incremental branching work.

Gen Space thumbnails now use auto-fill grid columns with a fixed min
width instead of viewport-breakpoint column counts, so opening/closing
side panels no longer squeezes thumbnails (and hides the tag icon).
Video Editor's separate thumbnail grid is unaffected.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 frontend/contexts/ProjectContext.tsx | 35 ++++++++++++++++++++++++++++
 frontend/views/GenSpace.tsx          |  9 ++++---
 frontend/views/Home.tsx              | 15 +++++++++---
 3 files changed, 53 insertions(+), 6 deletions(-)

diff --git a/frontend/contexts/ProjectContext.tsx b/frontend/contexts/ProjectContext.tsx
index 2125eed47..102044e16 100644
--- a/frontend/contexts/ProjectContext.tsx
+++ b/frontend/contexts/ProjectContext.tsx
@@ -19,6 +19,7 @@ interface ProjectContextType {
   setProject: (id: string, project: Project) => void
   createProject: (name: string) => Project
   importProject: (projectData: unknown) => Project
+  duplicateProject: (id: string) => Project | null
   deleteProject: (id: string) => void
   renameProject: (id: string, name: string) => void
   activateProject: (id: string) => void
@@ -211,6 +212,39 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
     return persistedProject
   }, [bumpProjectRevision])
 
+  // Duplicate a project for incremental work. Assets keep their original
+  // `path`/`bigThumbnailPath`/`smallThumbnailPath` references rather than
+  // copying files on disk, mirroring how importProject already works.
+  const duplicateProject = useCallback((id: string): Project | null => {
+    const source = readProject(id)
+    if (!source) return null
+
+    const existingNames = new Set(
+      readProjectIds().map(projectId => readProject(projectId)?.name).filter((name): name is string => !!name)
+    )
+    let duplicateName = `${source.name} (Copy)`
+    let suffix = 1
+    while (existingNames.has(duplicateName)) {
+      suffix += 1
+      duplicateName = `${source.name} (Copy ${suffix})`
+    }
+
+    const duplicatedProject = normalizeProject({
+      ...source,
+      name: duplicateName,
+      id: `project-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`,
+      createdAt: Date.now(),
+      updatedAt: Date.now(),
+    })
+
+    const persistedProject = writeProject(duplicatedProject.id, duplicatedProject)
+    const nextProjectIds = [persistedProject.id, ...readProjectIds().filter(projectId => projectId !== persistedProject.id)]
+    writeProjectIds(nextProjectIds)
+    setProjectIds(nextProjectIds)
+    bumpProjectRevision()
+    return persistedProject
+  }, [bumpProjectRevision])
+
   const deleteProject = useCallback((id: string) => {
     const nextProjectIds = readProjectIds().filter(projectId => projectId !== id)
     writeProjectIds(nextProjectIds)
@@ -397,6 +431,7 @@ export function ProjectProvider({ children }: { children: React.ReactNode }) {
       setProject,
       createProject,
       importProject,
+      duplicateProject,
       deleteProject,
       renameProject,
       activateProject,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index d2bba6f2c..d63eb0cc2 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -968,10 +968,13 @@ function GridLargeIcon({ className }: { className?: string }) {
 
 type GallerySize = 'small' | 'medium' | 'large'
 
+// Auto-fill with a fixed min thumbnail width (rather than viewport-breakpoint
+// grid-cols) so thumbnails stay a constant size when side panels open/close —
+// only the column count adapts to the available width.
 const gallerySizeClasses: Record<GallerySize, string> = {
-  small: 'grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 xl:grid-cols-6 2xl:grid-cols-7',
-  medium: 'grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 2xl:grid-cols-5',
-  large: 'grid-cols-1 sm:grid-cols-1 md:grid-cols-2 lg:grid-cols-2 xl:grid-cols-3',
+  small: 'grid-cols-[repeat(auto-fill,minmax(150px,1fr))]',
+  medium: 'grid-cols-[repeat(auto-fill,minmax(220px,1fr))]',
+  large: 'grid-cols-[repeat(auto-fill,minmax(340px,1fr))]',
 }
 
 const DEFAULT_VIDEO_SETTINGS = {
diff --git a/frontend/views/Home.tsx b/frontend/views/Home.tsx
index 43ecd1771..323f2b59e 100644
--- a/frontend/views/Home.tsx
+++ b/frontend/views/Home.tsx
@@ -1,5 +1,5 @@
 import { useEffect, useMemo, useRef, useState, type ChangeEvent } from 'react'
-import { Plus, Folder, MoreVertical, Trash2, Pencil, Upload } from 'lucide-react'
+import { Plus, Folder, MoreVertical, Trash2, Pencil, Upload, Copy } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
 import { LtxLogo } from '../components/LtxLogo'
@@ -19,11 +19,12 @@ function formatDate(timestamp: number): string {
   })
 }
 
-function ProjectCard({ project, onOpen, onDelete, onRename }: {
+function ProjectCard({ project, onOpen, onDelete, onRename, onDuplicate }: {
   project: Project
   onOpen: () => void
   onDelete: () => void
   onRename: () => void
+  onDuplicate: () => void
 }) {
   const [showMenu, setShowMenu] = useState(false)
   const [imgError, setImgError] = useState(false)
@@ -109,6 +110,13 @@ function ProjectCard({ project, onOpen, onDelete, onRename }: {
             <Pencil className="h-4 w-4" />
             Rename
           </button>
+          <button
+            onClick={() => { onDuplicate(); setShowMenu(false) }}
+            className="w-full px-3 py-2 text-left text-sm text-zinc-300 hover:bg-zinc-700 flex items-center gap-2"
+          >
+            <Copy className="h-4 w-4" />
+            Duplicate
+          </button>
           <button
             onClick={() => { onDelete(); setShowMenu(false) }}
             className="w-full px-3 py-2 text-left text-sm text-red-400 hover:bg-zinc-700 flex items-center gap-2"
@@ -123,7 +131,7 @@ function ProjectCard({ project, onOpen, onDelete, onRename }: {
 }
 
 export function Home() {
-  const { projectIds, getProject, createProject, importProject, deleteProject, renameProject } = useProjects()
+  const { projectIds, getProject, createProject, importProject, duplicateProject, deleteProject, renameProject } = useProjects()
   const { openProject } = useView()
   const { migrationStatus, migrateProjects } = useProjectReferencesMigration()
   const [isCreating, setIsCreating] = useState(false)
@@ -322,6 +330,7 @@ export function Home() {
                     }
                   }}
                   onRename={() => handleRenameProject(project.id, project.name)}
+                  onDuplicate={() => duplicateProject(project.id)}
                 />
               ))}
             </div>

From 83116f3b20b7fb6c90a6d01f7dc3cefb19f6f14d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 30 Jun 2026 21:51:58 -0400
Subject: [PATCH 022/117] Add LTX_MODELS_DIR env override for models directory

The settings.json round-trip for the models dir (app boot -> frontend
sync -> save-on-exit) has proven unreliable in practice. An explicit
env var set by the dev launcher gives a hard guarantee that doesn't
depend on that sync path working.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend/handlers/base.py    | 13 ++++++++++++-
 backend/ltx2_server.py      |  3 ++-
 scripts/launch-fork-dev.cmd |  1 +
 3 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/backend/handlers/base.py b/backend/handlers/base.py
index 8f1ee5470..79ddc9825 100644
--- a/backend/handlers/base.py
+++ b/backend/handlers/base.py
@@ -2,6 +2,7 @@
 
 from __future__ import annotations
 
+import os
 from collections.abc import Callable
 from functools import wraps
 from pathlib import Path
@@ -40,7 +41,17 @@ def config(self) -> RuntimeConfig:
 
     @property
     def models_dir(self) -> Path:
-        """Effective models dir: custom from settings, or startup default."""
+        """Effective models dir: env override, then custom from settings, then startup default.
+
+        LTX_MODELS_DIR takes priority over the persisted setting because the
+        settings.json round-trip (app boot -> frontend sync -> save-on-exit)
+        has proven unreliable for this field in practice — an explicit env
+        var set by the launcher is a hard guarantee that doesn't depend on
+        that sync path working correctly.
+        """
+        env_override = os.environ.get("LTX_MODELS_DIR")
+        if env_override:
+            return Path(env_override)
         custom = self._state.app_settings.models_dir
         return Path(custom) if custom else self._config.default_models_dir
 
diff --git a/backend/ltx2_server.py b/backend/ltx2_server.py
index 56af79f45..09a3faafc 100644
--- a/backend/ltx2_server.py
+++ b/backend/ltx2_server.py
@@ -139,7 +139,8 @@ def _resolve_app_data_dir() -> Path:
 
 APP_DATA_DIR = _resolve_app_data_dir()
 
-DEFAULT_MODELS_DIR = APP_DATA_DIR / "models"
+_env_models_dir = os.environ.get("LTX_MODELS_DIR")
+DEFAULT_MODELS_DIR = Path(_env_models_dir) if _env_models_dir else (APP_DATA_DIR / "models")
 DEFAULT_MODELS_DIR.mkdir(parents=True, exist_ok=True)
 
 PROJECT_ROOT = Path(__file__).parent.parent
diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
index 14e95d805..55029adfc 100644
--- a/scripts/launch-fork-dev.cmd
+++ b/scripts/launch-fork-dev.cmd
@@ -9,6 +9,7 @@ echo   closing it stops the app.
 echo ============================================================
 echo.
 set "PATH=C:\Program Files\nodejs;%PATH%"
+set "LTX_MODELS_DIR=C:\Users\miker\AppData\Local\LTXDesktop\models"
 "C:\Program Files\nodejs\node.exe" "D:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
 echo.
 echo (LTX Desktop Studio Pro has stopped. Press any key to close.)

From b77590766a832618cfed12e00047fa286f967316 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 30 Jun 2026 22:13:09 -0400
Subject: [PATCH 023/117] Fix Gen Space thumbnail sizing and tag icon clipping
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Bump auto-fill min thumbnail widths — the previous values (150/220/340px)
were smaller than what the old breakpoint grid rendered at typical
widths, shrinking thumbnails and squeezing the tag icon off the hover
button row. Also let the button row wrap instead of overflow-clipping,
so buttons can't get hidden again regardless of card width.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index d63eb0cc2..4f0d4e8df 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -168,7 +168,7 @@ function AssetCard({
         isHovered ? 'opacity-100' : 'opacity-0'
       }`}>
         {/* Top buttons */}
-        <div className="absolute top-2 left-2 right-2 flex items-center justify-between">
+        <div className="absolute top-2 left-2 right-2 flex items-center justify-between flex-wrap gap-y-1.5">
           <div className="flex items-center gap-1.5">
             <button
               onClick={(e) => { e.stopPropagation(); onToggleFavorite?.() }}
@@ -972,9 +972,9 @@ type GallerySize = 'small' | 'medium' | 'large'
 // grid-cols) so thumbnails stay a constant size when side panels open/close —
 // only the column count adapts to the available width.
 const gallerySizeClasses: Record<GallerySize, string> = {
-  small: 'grid-cols-[repeat(auto-fill,minmax(150px,1fr))]',
-  medium: 'grid-cols-[repeat(auto-fill,minmax(220px,1fr))]',
-  large: 'grid-cols-[repeat(auto-fill,minmax(340px,1fr))]',
+  small: 'grid-cols-[repeat(auto-fill,minmax(200px,1fr))]',
+  medium: 'grid-cols-[repeat(auto-fill,minmax(280px,1fr))]',
+  large: 'grid-cols-[repeat(auto-fill,minmax(380px,1fr))]',
 }
 
 const DEFAULT_VIDEO_SETTINGS = {

From b6106f43ed66e8ab8a1ff6c1ec50a975361db145 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 1 Jul 2026 00:20:47 -0400
Subject: [PATCH 024/117] Add Gen Space Clear Prompt button and fix deleted
 asset resurrection

Clear Prompt button lets users clear the prompt box without opening
the side panel, matching the existing Prompt Manager Pro action.

Fix Video Editor's background autosave silently resurrecting assets
deleted from Gen Space: updatedProject() merged in the editor's stale
asset snapshot without accounting for assets removed from the live
project since the editor mounted, so a deleted video would reappear
the next time autosave flushed. Now drops assets no longer present on
the live project instead of carrying the stale snapshot forward.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx                    | 12 +++++++++++-
 .../views/editor/editor-project-bridging.ts    | 18 +++++++++++-------
 2 files changed, 22 insertions(+), 8 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 4f0d4e8df..dfee32705 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -4,7 +4,7 @@ import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check, Tag
+  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -1014,6 +1014,7 @@ export function GenSpace() {
     genSpaceInputImagePath,
     setGenSpaceInputImagePath,
     genSpacePromptClearNonce,
+    clearGenSpacePrompt,
   } = useProjects()
   const currentProjectId = activeProject?.id ?? null
   const { shouldVideoGenerateWithLtxApi, forceApiGenerations, settings: appSettings } = useAppSettings()
@@ -1815,6 +1816,15 @@ export function GenSpace() {
 
           {/* Top bar */}
           <div className="flex items-center justify-end pb-2 gap-2">
+            <button
+              onClick={clearGenSpacePrompt}
+              title="Clear the prompt box"
+              className="flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium bg-blue-600 hover:bg-blue-500 text-white transition-colors"
+            >
+              <Eraser className="h-4 w-4" />
+              Clear Prompt
+            </button>
+
             <button
               onClick={() => setShowFavorites(!showFavorites)}
               className={`flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium transition-colors ${
diff --git a/frontend/views/editor/editor-project-bridging.ts b/frontend/views/editor/editor-project-bridging.ts
index ea3d68b5e..1f9d88f34 100644
--- a/frontend/views/editor/editor-project-bridging.ts
+++ b/frontend/views/editor/editor-project-bridging.ts
@@ -32,14 +32,18 @@ export function updatedProject(
   timelineInOutMap: Record<string, TimelineInOutRange> = {},
 ): Project {
   // The editor's asset list is a snapshot taken when it first mounted (or last
-  // synced) — it doesn't know about assets added elsewhere since then (e.g. a
-  // Gen Space generation completed while the editor sat open in the background,
-  // kept alive by the cross-tab "stay mounted" behavior). Autosaving the editor's
-  // stale snapshot as-is would silently erase those newer assets from the
-  // project, so merge in anything present on the live project but missing from
-  // the editor's snapshot rather than overwriting wholesale.
+  // synced) — it doesn't know about assets added or deleted elsewhere since
+  // then (e.g. a Gen Space generation completed, or an asset was deleted from
+  // Gen Space, while the editor sat open in the background, kept alive by the
+  // cross-tab "stay mounted" behavior). Merge in anything present on the live
+  // project but missing from the editor's snapshot (externally added), and
+  // drop anything in the editor's snapshot that's no longer on the live
+  // project (externally deleted) — otherwise autosaving the editor's stale
+  // snapshot would silently erase newer assets, or resurrect deleted ones.
   const editorAssetIds = new Set(editorModel.assets.map(asset => asset.id))
+  const fromProjectAssetIds = new Set(fromProject.assets.map(asset => asset.id))
   const externallyAddedAssets = fromProject.assets.filter(asset => !editorAssetIds.has(asset.id))
+  const survivingEditorAssets = editorModel.assets.filter(asset => fromProjectAssetIds.has(asset.id))
 
   // Same staleness risk applies to the bin/tag name map: Gen Space's tagging
   // UI can create folders while the editor sits mounted in the background, so
@@ -59,7 +63,7 @@ export function updatedProject(
 
   return {
     ...fromProject,
-    assets: [...externallyAddedAssets, ...editorModel.assets],
+    assets: [...externallyAddedAssets, ...survivingEditorAssets],
     bins,
     timelines,
     activeTimelineId: editorModel.activeTimelineId ?? editorModel.timelines[0]?.id,

From 5111e916325de465b9cef6726447a63a43d48698 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 1 Jul 2026 21:02:41 -0400
Subject: [PATCH 025/117] Bump diffusers pin to pick up Krea2Pipeline

Bumps the pinned diffusers git rev to 7104cb43c (merge commit for
huggingface/diffusers#14045, "Add Krea 2 (K2) text-to-image pipeline
and transformer"), the earliest commit with Krea2Pipeline /
Krea2Transformer2DModel available. No stable diffusers release
includes it yet (still unreleased as of 0.38.0).

Full backend test suite (257 tests) passes unchanged on this bump.
Manual verification of Z-Image-Turbo and LTX video generation still
to follow before writing any Krea2-specific code.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend/pyproject.toml |  2 +-
 backend/uv.lock        | 70 ++++++++++++++++++++++--------------------
 2 files changed, 37 insertions(+), 35 deletions(-)

diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index edd72f04c..428205ab3 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -40,7 +40,7 @@ torch = [
     { index = "pytorch-cu128", marker = "sys_platform == 'win32' or sys_platform == 'linux'" },
 ]
 torchaudio = { index = "pytorch-cu128" }
-diffusers = { git = "https://github.com/huggingface/diffusers.git", rev = "01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c" }
+diffusers = { git = "https://github.com/huggingface/diffusers.git", rev = "7104cb43c3efa70949cf19811fd3441826a128e1" }
 ltx-core = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-core", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
 ltx-pipelines = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-pipelines", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
 
diff --git a/backend/uv.lock b/backend/uv.lock
index bb544e54a..20a70ca94 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -237,8 +237,8 @@ wheels = [
 
 [[package]]
 name = "diffusers"
-version = "0.37.0.dev0"
-source = { git = "https://github.com/huggingface/diffusers.git?rev=01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c#01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c" }
+version = "0.39.0.dev0"
+source = { git = "https://github.com/huggingface/diffusers.git?rev=7104cb43c3efa70949cf19811fd3441826a128e1#7104cb43c3efa70949cf19811fd3441826a128e1" }
 dependencies = [
     { name = "filelock" },
     { name = "httpx" },
@@ -550,7 +550,7 @@ test = [
 [package.metadata]
 requires-dist = [
     { name = "debugpy", marker = "extra == 'dev'", specifier = ">=1.8" },
-    { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c" },
+    { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=7104cb43c3efa70949cf19811fd3441826a128e1" },
     { name = "fastapi", specifier = ">=0.115.0" },
     { name = "ftfy", specifier = ">=6.0.0" },
     { name = "httpx", marker = "extra == 'test'", specifier = ">=0.27" },
@@ -1376,24 +1376,26 @@ wheels = [
 
 [[package]]
 name = "safetensors"
-version = "0.7.0"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
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 wheels = [
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 [[package]]
@@ -1634,21 +1636,21 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
 wheels = [
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-    { url = "https://download-r2.pytorch.org/whl/cu128/torch-2.10.0%2Bcu128-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:628e89bd5110ced7debee2a57c69959725b7fbc64eab81a39dd70e46c7e28ba5" },
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-    { url = "https://download-r2.pytorch.org/whl/cu128/torch-2.10.0%2Bcu128-cp313-cp313-win_amd64.whl", hash = "sha256:4d1b0b49c54223c7c04050b49eac141d77b6edbc34aea1dfc74a6fdb661baa8c" },
-    { url = "https://download-r2.pytorch.org/whl/cu128/torch-2.10.0%2Bcu128-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:f1f8b840c64b645a4bc61a393db48effb9c92b2dc26c8373873911f0750d1ea7" },
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-    { url = "https://download-r2.pytorch.org/whl/cu128/torch-2.10.0%2Bcu128-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:777461f50b2daf77e4bdd8e2ad34bdfc5a993bf1bdf2ab9ef39f5edfe4e9c12b" },
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 ]
 
 [[package]]

From c798fa5d7e917d4d1969f9baa5acb3aa884f9e6e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 1 Jul 2026 23:23:41 -0400
Subject: [PATCH 026/117] Add Krea 2 Turbo as a self-hosted image generation
 model (backend)

Wires Krea 2 Turbo in alongside Z-Image-Turbo as a second selectable
text-to-image checkpoint:

- api_types: add "krea-2-turbo" to ModelCheckpointID, new narrower
  ImageGenerationModelCheckpointID for the two valid image models, and
  a model field on GenerateImageRequest (defaults to z-image-turbo).
- model_download_specs: download spec for krea/Krea-2-Turbo, pointing
  at the already-downloaded Krea-2-Turbo folder.
- New Krea2ImageGenerationPipeline, mirroring ZitImageGenerationPipeline's
  create()/generate()/to() shape against diffusers' Krea2Pipeline.
- pipelines_handler: image_generation_pipeline_class becomes a
  cp_id -> pipeline class dispatch table. load_image_generation_pipeline_to_gpu
  now takes the requested checkpoint id and evicts/reloads on a model
  switch instead of silently reusing whatever was cached.
- image_generation_handler: threads req.model through to pipeline
  loading; Krea 2 is self-hosted only, so force_api_generations with
  krea-2-turbo returns a clear error instead of falling back to the
  fal.ai Z-Image endpoint.

Full backend test suite (257 tests) passes. Frontend model selector
still to come.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend/api_types.py                          |  3 +
 backend/app_handler.py                        | 18 ++--
 backend/export_openapi_schema.py              |  8 +-
 backend/handlers/image_generation_handler.py  |  9 +-
 backend/handlers/pipelines_handler.py         | 36 ++++---
 .../runtime_config/model_download_specs.py    |  8 ++
 .../krea2_image_generation_pipeline.py        | 95 +++++++++++++++++++
 backend/tests/conftest.py                     |  5 +-
 backend/tests/test_settings.py                | 10 +-
 9 files changed, 169 insertions(+), 23 deletions(-)
 create mode 100644 backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py

diff --git a/backend/api_types.py b/backend/api_types.py
index 31bff4666..85e03470c 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -17,7 +17,9 @@
     "dw-ll-ucoco-384-bs5",
     "gemma-3-12b-it-qat-q4_0-unquantized",
     "z-image-turbo",
+    "krea-2-turbo",
 ]
+ImageGenerationModelCheckpointID = Literal["z-image-turbo", "krea-2-turbo"]
 LTXLocalModelId = Literal["ltx-2.3-22b-distilled"]
 
 
@@ -324,6 +326,7 @@ class GenerateImageRequest(BaseModel):
     model_config = ConfigDict(strict=True)
 
     prompt: NonEmptyPrompt
+    model: ImageGenerationModelCheckpointID = "z-image-turbo"
     width: int = Field(default=1024, ge=16)
     height: int = Field(default=1024, ge=16)
     numSteps: int = Field(default=4, ge=1)
diff --git a/backend/app_handler.py b/backend/app_handler.py
index a845e737f..46e055c73 100644
--- a/backend/app_handler.py
+++ b/backend/app_handler.py
@@ -3,8 +3,10 @@
 from __future__ import annotations
 
 import threading
+from collections.abc import Mapping
 from dataclasses import dataclass
 
+from api_types import ImageGenerationModelCheckpointID
 from state.app_settings import AppSettings
 from handlers import (
     DownloadHandler,
@@ -61,7 +63,7 @@ def __init__(
         ltx_api_client: LTXAPIClient,
         zit_api_client: ZitAPIClient,
         fast_video_pipeline_class: type[FastVideoPipeline],
-        image_generation_pipeline_class: type[ImageGenerationPipeline],
+        image_generation_pipeline_classes: Mapping[ImageGenerationModelCheckpointID, type[ImageGenerationPipeline]],
         ic_lora_pipeline_class: type[IcLoraPipeline],
         depth_processor_pipeline_class: type[DepthProcessorPipeline],
         pose_processor_pipeline_class: type[PoseProcessorPipeline],
@@ -80,7 +82,7 @@ def __init__(
         self.ltx_api_client = ltx_api_client
         self.zit_api_client = zit_api_client
         self.fast_video_pipeline_class = fast_video_pipeline_class
-        self.image_generation_pipeline_class = image_generation_pipeline_class
+        self.image_generation_pipeline_classes = image_generation_pipeline_classes
         self.ic_lora_pipeline_class = ic_lora_pipeline_class
         self.depth_processor_pipeline_class = depth_processor_pipeline_class
         self.pose_processor_pipeline_class = pose_processor_pipeline_class
@@ -141,7 +143,7 @@ def __init__(
             text_handler=self.text,
             gpu_cleaner=gpu_cleaner,
             fast_video_pipeline_class=fast_video_pipeline_class,
-            image_generation_pipeline_class=image_generation_pipeline_class,
+            image_generation_pipeline_classes=image_generation_pipeline_classes,
             ic_lora_pipeline_class=ic_lora_pipeline_class,
             depth_processor_pipeline_class=depth_processor_pipeline_class,
             pose_processor_pipeline_class=pose_processor_pipeline_class,
@@ -230,7 +232,7 @@ class ServiceBundle:
     ltx_api_client: LTXAPIClient
     zit_api_client: ZitAPIClient
     fast_video_pipeline_class: type[FastVideoPipeline]
-    image_generation_pipeline_class: type[ImageGenerationPipeline]
+    image_generation_pipeline_classes: Mapping[ImageGenerationModelCheckpointID, type[ImageGenerationPipeline]]
     ic_lora_pipeline_class: type[IcLoraPipeline]
     depth_processor_pipeline_class: type[DepthProcessorPipeline]
     pose_processor_pipeline_class: type[PoseProcessorPipeline]
@@ -248,6 +250,7 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
     from services.a2v_pipeline.ltx_a2v_pipeline import LTXa2vPipeline
     from services.depth_processor_pipeline.midas_dpt_pipeline import MidasDPTPipeline
     from services.ic_lora_pipeline.ltx_ic_lora_pipeline import LTXIcLoraPipeline
+    from services.image_generation_pipeline.krea2_image_generation_pipeline import Krea2ImageGenerationPipeline
     from services.image_generation_pipeline.zit_image_generation_pipeline import ZitImageGenerationPipeline
     from services.ltx_api_client.ltx_api_client_impl import LTXAPIClientImpl
     from services.model_downloader.hugging_face_downloader import HuggingFaceDownloader
@@ -274,7 +277,10 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
         ltx_api_client=LTXAPIClientImpl(http=http, ltx_api_base_url=config.ltx_api_base_url),
         zit_api_client=ZitAPIClientImpl(http=http),
         fast_video_pipeline_class=LTXFastVideoPipeline,
-        image_generation_pipeline_class=ZitImageGenerationPipeline,
+        image_generation_pipeline_classes={
+            "z-image-turbo": ZitImageGenerationPipeline,
+            "krea-2-turbo": Krea2ImageGenerationPipeline,
+        },
         ic_lora_pipeline_class=LTXIcLoraPipeline,
         depth_processor_pipeline_class=MidasDPTPipeline,
         pose_processor_pipeline_class=DWPosePipeline,
@@ -303,7 +309,7 @@ def build_initial_state(
         ltx_api_client=bundle.ltx_api_client,
         zit_api_client=bundle.zit_api_client,
         fast_video_pipeline_class=bundle.fast_video_pipeline_class,
-        image_generation_pipeline_class=bundle.image_generation_pipeline_class,
+        image_generation_pipeline_classes=bundle.image_generation_pipeline_classes,
         ic_lora_pipeline_class=bundle.ic_lora_pipeline_class,
         depth_processor_pipeline_class=bundle.depth_processor_pipeline_class,
         pose_processor_pipeline_class=bundle.pose_processor_pipeline_class,
diff --git a/backend/export_openapi_schema.py b/backend/export_openapi_schema.py
index bd47b557d..a724c7ebb 100644
--- a/backend/export_openapi_schema.py
+++ b/backend/export_openapi_schema.py
@@ -63,7 +63,13 @@ def _build_schema() -> dict[str, object]:
             ltx_api_client=cast(Any, fake.ltx_api_client),
             zit_api_client=cast(Any, fake.zit_api_client),
             fast_video_pipeline_class=cast(Any, type(fake.fast_video_pipeline)),
-            image_generation_pipeline_class=cast(Any, type(fake.image_generation_pipeline)),
+            image_generation_pipeline_classes=cast(
+                Any,
+                {
+                    "z-image-turbo": type(fake.image_generation_pipeline),
+                    "krea-2-turbo": type(fake.image_generation_pipeline),
+                },
+            ),
             ic_lora_pipeline_class=cast(Any, type(fake.ic_lora_pipeline)),
             depth_processor_pipeline_class=cast(Any, type(fake.depth_processor_pipeline)),
             pose_processor_pipeline_class=cast(Any, type(fake.pose_processor_pipeline)),
diff --git a/backend/handlers/image_generation_handler.py b/backend/handlers/image_generation_handler.py
index 27cd82458..7779bbf47 100644
--- a/backend/handlers/image_generation_handler.py
+++ b/backend/handlers/image_generation_handler.py
@@ -16,6 +16,7 @@
     GenerateImageCompleteResponse,
     GenerateImageRequest,
     GenerateImageResponse,
+    ImageGenerationModelCheckpointID,
 )
 from handlers.base import StateHandlerBase
 from handlers.generation_handler import GenerationHandler
@@ -63,6 +64,8 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
             seed = int(time.time()) % 2147483647
 
         if self.config.force_api_generations:
+            if req.model == "krea-2-turbo":
+                raise HTTPError(400, "KREA_2_IS_SELF_HOSTED_ONLY")
             return self._generate_via_api(
                 prompt=req.prompt,
                 width=width,
@@ -73,9 +76,10 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
             )
 
         try:
-            self._pipelines.load_image_generation_pipeline_to_gpu()
+            self._pipelines.load_image_generation_pipeline_to_gpu(req.model)
             self._generation.start_generation(generation_id)
             output_paths = self.generate_image(
+                model=req.model,
                 prompt=req.prompt,
                 width=width,
                 height=height,
@@ -94,6 +98,7 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
 
     def generate_image(
         self,
+        model: ImageGenerationModelCheckpointID,
         prompt: str,
         width: int,
         height: int,
@@ -105,7 +110,7 @@ def generate_image(
             raise RuntimeError("Generation was cancelled")
 
         self._generation.update_progress("loading_model", 5, 0, num_inference_steps)
-        image_generation_pipeline = self._pipelines.load_image_generation_pipeline_to_gpu()
+        image_generation_pipeline = self._pipelines.load_image_generation_pipeline_to_gpu(model)
         self._generation.update_progress("inference", 15, 0, num_inference_steps)
 
         if seed is None:
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index 2e2aa2669..a8b272bad 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -3,15 +3,15 @@
 from __future__ import annotations
 
 import logging
+from collections.abc import Mapping
 from threading import RLock
 from typing import TYPE_CHECKING
 
 from _routes._errors import HTTPError
-from api_types import LTXLocalModelId
+from api_types import ImageGenerationModelCheckpointID, LTXLocalModelId
 from handlers.base import StateHandlerBase
 from handlers.text_handler import TextHandler
 from runtime_config.model_download_specs import (
-    IMG_GEN_MODEL_CP_ID,
     get_downloaded_ltx_model_id,
     get_existing_cp_path,
     get_ltx_model_spec,
@@ -55,7 +55,7 @@ def __init__(
         text_handler: TextHandler,
         gpu_cleaner: GpuCleaner,
         fast_video_pipeline_class: type[FastVideoPipeline],
-        image_generation_pipeline_class: type[ImageGenerationPipeline],
+        image_generation_pipeline_classes: Mapping[ImageGenerationModelCheckpointID, type[ImageGenerationPipeline]],
         ic_lora_pipeline_class: type[IcLoraPipeline],
         depth_processor_pipeline_class: type[DepthProcessorPipeline],
         pose_processor_pipeline_class: type[PoseProcessorPipeline],
@@ -67,7 +67,8 @@ def __init__(
         self._text_handler = text_handler
         self._gpu_cleaner = gpu_cleaner
         self._fast_video_pipeline_class = fast_video_pipeline_class
-        self._image_generation_pipeline_class = image_generation_pipeline_class
+        self._image_generation_pipeline_classes = image_generation_pipeline_classes
+        self._active_image_generation_cp_id: ImageGenerationModelCheckpointID | None = None
         self._ic_lora_pipeline_class = ic_lora_pipeline_class
         self._depth_processor_pipeline_class = depth_processor_pipeline_class
         self._pose_processor_pipeline_class = pose_processor_pipeline_class
@@ -182,27 +183,39 @@ def park_image_generation_pipeline_on_cpu(self) -> None:
             self.state.cpu_slot = CpuSlot(active_pipeline=image_generation_pipeline)
             self._assert_invariants()
 
-    def load_image_generation_pipeline_to_gpu(self) -> ImageGenerationPipeline:
+    def load_image_generation_pipeline_to_gpu(
+        self, cp_id: ImageGenerationModelCheckpointID
+    ) -> ImageGenerationPipeline:
         with self._lock:
             if self.state.gpu_slot is not None:
                 active = self.state.gpu_slot.active_pipeline
                 if isinstance(active, ImageGenerationPipeline):
-                    return active
-                self._ensure_no_running_generation()
+                    if self._active_image_generation_cp_id == cp_id:
+                        return active
+                    self._ensure_no_running_generation()
+                    # Wrong model loaded — drop it rather than reuse, so we never
+                    # silently generate with a different checkpoint than requested.
+                    self.state.gpu_slot = None
+                else:
+                    self._ensure_no_running_generation()
 
         image_generation_pipeline: ImageGenerationPipeline | None = None
 
         with self._lock:
             match self.state.cpu_slot:
-                case CpuSlot(active_pipeline=stored):
+                case CpuSlot(active_pipeline=stored) if self._active_image_generation_cp_id == cp_id:
                     image_generation_pipeline = stored
                     self.state.cpu_slot = None
+                case CpuSlot():
+                    # Parked pipeline is for a different model — discard it too.
+                    self.state.cpu_slot = None
                 case _:
-                    image_generation_pipeline = None
+                    pass
 
         if image_generation_pipeline is None:
-            zit_path = get_existing_cp_path(self.models_dir, IMG_GEN_MODEL_CP_ID)
-            image_generation_pipeline = self._image_generation_pipeline_class.create(str(zit_path), self._runtime_device)
+            pipeline_class = self._image_generation_pipeline_classes[cp_id]
+            model_path = get_existing_cp_path(self.models_dir, cp_id)
+            image_generation_pipeline = pipeline_class.create(str(model_path), self._runtime_device)
         else:
             image_generation_pipeline.to(self._runtime_device)
 
@@ -210,6 +223,7 @@ def load_image_generation_pipeline_to_gpu(self) -> ImageGenerationPipeline:
 
         with self._lock:
             self.state.gpu_slot = GpuSlot(active_pipeline=image_generation_pipeline)
+            self._active_image_generation_cp_id = cp_id
             self._assert_invariants()
 
         return image_generation_pipeline
diff --git a/backend/runtime_config/model_download_specs.py b/backend/runtime_config/model_download_specs.py
index 7eb924431..ddc88ceac 100644
--- a/backend/runtime_config/model_download_specs.py
+++ b/backend/runtime_config/model_download_specs.py
@@ -151,6 +151,14 @@ def get_model_cp_spec(cp_id: ModelCheckpointID) -> ModelCheckpointSpec:
                 repo_id="Tongyi-MAI/Z-Image-Turbo",
                 description="Z-Image-Turbo model for text-to-image generation",
             )
+        case "krea-2-turbo":
+            return ModelCheckpointSpec(
+                relative_path=Path("Krea-2-Turbo"),
+                expected_size_bytes=35_700_000_000,
+                is_folder=True,
+                repo_id="krea/Krea-2-Turbo",
+                description="Krea 2 Turbo model for text-to-image generation",
+            )
         case _:
             assert_never(cp_id)
 
diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
new file mode 100644
index 000000000..f748e1ffd
--- /dev/null
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -0,0 +1,95 @@
+"""Krea 2 Turbo image generation pipeline wrapper."""
+
+from __future__ import annotations
+
+from collections.abc import Sequence
+from dataclasses import dataclass
+from typing import Any, cast
+
+import torch
+from diffusers import Krea2Pipeline  # type: ignore[reportUnknownVariableType]
+from PIL.Image import Image as PILImage
+
+from services.services_utils import ImagePipelineOutputLike, PILImageType, get_device_type
+
+
+@dataclass(slots=True)
+class _Krea2Output:
+    images: Sequence[PILImageType]
+
+
+class Krea2ImageGenerationPipeline:
+    @staticmethod
+    def create(
+        model_path: str,
+        device: str | None = None,
+    ) -> "Krea2ImageGenerationPipeline":
+        return Krea2ImageGenerationPipeline(model_path=model_path, device=device)
+
+    def __init__(self, model_path: str, device: str | None = None) -> None:
+        self._device: str | None = None
+        self._cpu_offload_active = False
+        self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            model_path,
+            torch_dtype=torch.bfloat16,
+        )
+        if device is not None:
+            self.to(device)
+
+    def _resolve_generator_device(self) -> str:
+        if self._cpu_offload_active:
+            return "cuda"
+        if self._device is not None:
+            return self._device
+
+        execution_device = getattr(self.pipeline, "_execution_device", None)
+        return get_device_type(execution_device)
+
+    @staticmethod
+    def _normalize_output(output: object) -> ImagePipelineOutputLike:
+        images = getattr(output, "images", None)
+        if not isinstance(images, Sequence):
+            raise RuntimeError("Unexpected Krea 2 pipeline output format: missing images sequence")
+
+        images_list = cast(Sequence[object], images)
+        validated_images: list[PILImageType] = []
+        for image in images_list:
+            if not isinstance(image, PILImage):
+                raise RuntimeError("Unexpected Krea 2 pipeline output format: images must be PIL.Image instances")
+            validated_images.append(image)
+
+        return _Krea2Output(images=validated_images)
+
+    @torch.inference_mode()
+    def generate(
+        self,
+        prompt: str,
+        height: int,
+        width: int,
+        guidance_scale: float,
+        num_inference_steps: int,
+        seed: int,
+    ) -> ImagePipelineOutputLike:
+        generator = torch.Generator(device=self._resolve_generator_device()).manual_seed(seed)
+        pipeline = cast(Any, self.pipeline)
+        output = pipeline(
+            prompt=prompt,
+            height=height,
+            width=width,
+            guidance_scale=guidance_scale,
+            num_inference_steps=num_inference_steps,
+            generator=generator,
+            output_type="pil",
+            return_dict=True,
+        )
+        return self._normalize_output(output)
+
+    def to(self, device: str) -> None:
+        runtime_device = get_device_type(device)
+        if runtime_device in ("cuda", "mps"):
+            self.pipeline.enable_model_cpu_offload()  # type: ignore[reportUnknownMemberType]
+            self._cpu_offload_active = True
+        else:
+            self._cpu_offload_active = False
+            self.pipeline.to(runtime_device)  # type: ignore[reportUnknownMemberType]
+        self._device = runtime_device
diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py
index e5a176538..0dc608b4e 100644
--- a/backend/tests/conftest.py
+++ b/backend/tests/conftest.py
@@ -75,7 +75,10 @@ def test_state(tmp_path: Path, fake_services: FakeServices):
         ltx_api_client=fake_services.ltx_api_client,
         zit_api_client=fake_services.zit_api_client,
         fast_video_pipeline_class=type(fake_services.fast_video_pipeline),
-        image_generation_pipeline_class=type(fake_services.image_generation_pipeline),
+        image_generation_pipeline_classes={
+            "z-image-turbo": type(fake_services.image_generation_pipeline),
+            "krea-2-turbo": type(fake_services.image_generation_pipeline),
+        },
         ic_lora_pipeline_class=type(fake_services.ic_lora_pipeline),
         depth_processor_pipeline_class=type(fake_services.depth_processor_pipeline),
         pose_processor_pipeline_class=type(fake_services.pose_processor_pipeline),
diff --git a/backend/tests/test_settings.py b/backend/tests/test_settings.py
index 44a310e07..6482fde51 100644
--- a/backend/tests/test_settings.py
+++ b/backend/tests/test_settings.py
@@ -180,7 +180,10 @@ def test_models_dir_persists_and_loads(self, client, test_state, default_app_set
             ltx_api_client=fake_services.ltx_api_client,
             zit_api_client=fake_services.zit_api_client,
             fast_video_pipeline_class=type(fake_services.fast_video_pipeline),
-            image_generation_pipeline_class=type(fake_services.image_generation_pipeline),
+            image_generation_pipeline_classes={
+                "z-image-turbo": type(fake_services.image_generation_pipeline),
+                "krea-2-turbo": type(fake_services.image_generation_pipeline),
+            },
             ic_lora_pipeline_class=type(fake_services.ic_lora_pipeline),
             depth_processor_pipeline_class=type(fake_services.depth_processor_pipeline),
             pose_processor_pipeline_class=type(fake_services.pose_processor_pipeline),
@@ -206,7 +209,10 @@ def _new_state(self, test_state, default_app_settings):
             ltx_api_client=fake_services.ltx_api_client,
             zit_api_client=fake_services.zit_api_client,
             fast_video_pipeline_class=type(fake_services.fast_video_pipeline),
-            image_generation_pipeline_class=type(fake_services.image_generation_pipeline),
+            image_generation_pipeline_classes={
+                "z-image-turbo": type(fake_services.image_generation_pipeline),
+                "krea-2-turbo": type(fake_services.image_generation_pipeline),
+            },
             ic_lora_pipeline_class=type(fake_services.ic_lora_pipeline),
             depth_processor_pipeline_class=type(fake_services.depth_processor_pipeline),
             pose_processor_pipeline_class=type(fake_services.pose_processor_pipeline),

From 30fa53828d58053c00a2a4f32c72232a3a76c486 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 1 Jul 2026 23:27:29 -0400
Subject: [PATCH 027/117] Add Krea 2 Turbo model selector to Gen Space image
 mode

Replaces the static "Z-Image Turbo" indicator in the image-mode prompt
bar with a model dropdown (Z-Image Turbo / Krea 2 Turbo), matching the
existing video model selector pattern. Selection flows through
GenerationSettings.imageModel -> generateImage's request payload's
new `model` field. Krea 2 defaults to 8 inference steps (turbo model
card recommendation) vs Z-Image's 4.

Regenerated OpenAPI schema/types to pick up the backend's new
GenerateImageRequest.model field.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 frontend/components/SettingsPanel.tsx   |  1 +
 frontend/generated/backend-openapi.json | 45 ++++++++++++++++++-------
 frontend/generated/backend-openapi.ts   | 30 ++++++++++-------
 frontend/hooks/use-generation.ts        |  4 ++-
 frontend/views/GenSpace.tsx             | 31 +++++++++++++----
 5 files changed, 79 insertions(+), 32 deletions(-)

diff --git a/frontend/components/SettingsPanel.tsx b/frontend/components/SettingsPanel.tsx
index dea6c78d2..59afa0284 100644
--- a/frontend/components/SettingsPanel.tsx
+++ b/frontend/components/SettingsPanel.tsx
@@ -21,6 +21,7 @@ export interface GenerationSettings {
   imageResolution: string
   imageAspectRatio: string
   imageSteps: number
+  imageModel?: 'z-image-turbo' | 'krea-2-turbo'
   variations?: number  // Number of image variations to generate
 }
 
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index f30623b5a..99d7a0707 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -185,7 +185,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -262,7 +263,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -280,7 +282,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -299,7 +302,8 @@
                   "yolox-l-torchscript",
                   "dw-ll-ucoco-384-bs5",
                   "gemma-3-12b-it-qat-q4_0-unquantized",
-                  "z-image-turbo"
+                  "z-image-turbo",
+                  "krea-2-turbo"
                 ],
                 "type": "string"
               },
@@ -397,6 +401,15 @@
             "title": "Height",
             "type": "integer"
           },
+          "model": {
+            "default": "z-image-turbo",
+            "enum": [
+              "z-image-turbo",
+              "krea-2-turbo"
+            ],
+            "title": "Model",
+            "type": "string"
+          },
           "numImages": {
             "default": 1,
             "minimum": 1.0,
@@ -1050,7 +1063,8 @@
                   "yolox-l-torchscript",
                   "dw-ll-ucoco-384-bs5",
                   "gemma-3-12b-it-qat-q4_0-unquantized",
-                  "z-image-turbo"
+                  "z-image-turbo",
+                  "krea-2-turbo"
                 ],
                 "type": "string"
               },
@@ -1183,7 +1197,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1215,7 +1230,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1274,7 +1290,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1291,7 +1308,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1341,7 +1359,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1365,7 +1384,8 @@
                 "yolox-l-torchscript",
                 "dw-ll-ucoco-384-bs5",
                 "gemma-3-12b-it-qat-q4_0-unquantized",
-                "z-image-turbo"
+                "z-image-turbo",
+                "krea-2-turbo"
               ],
               "type": "string"
             },
@@ -1717,7 +1737,8 @@
                   "yolox-l-torchscript",
                   "dw-ll-ucoco-384-bs5",
                   "gemma-3-12b-it-qat-q4_0-unquantized",
-                  "z-image-turbo"
+                  "z-image-turbo",
+                  "krea-2-turbo"
                 ],
                 "type": "string"
               },
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index 30dec08a7..dd268c488 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -514,7 +514,7 @@ export interface components {
         /** CheckModelAccessRequest */
         CheckModelAccessRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
         };
         /** CheckModelAccessResponse */
         CheckModelAccessResponse: {
@@ -544,11 +544,11 @@ export interface components {
         /** DownloadProgressRunningResponse */
         DownloadProgressRunningResponse: {
             /** All Files */
-            all_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            all_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /** Completed Files */
-            completed_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            completed_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /** Current Downloading File */
-            current_downloading_file: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            current_downloading_file: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo") | null;
             /** Current File Progress */
             current_file_progress: number;
             /** Error */
@@ -592,6 +592,12 @@ export interface components {
              * @default 1024
              */
             height: number;
+            /**
+             * Model
+             * @default z-image-turbo
+             * @enum {string}
+             */
+            model: "z-image-turbo" | "krea-2-turbo";
             /**
              * Numimages
              * @default 1
@@ -890,7 +896,7 @@ export interface components {
         /** ImageGenRecommendationResponse */
         ImageGenRecommendationResponse: {
             /** Cp To Download */
-            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo") | null;
         };
         /** LTXVideoGenerationModelSpecItem */
         LTXVideoGenerationModelSpecItem: {
@@ -924,7 +930,7 @@ export interface components {
         /** LtxDownloadRecommendationResponse */
         LtxDownloadRecommendationResponse: {
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /**
              * Status
              * @constant
@@ -934,7 +940,7 @@ export interface components {
         /** LtxIcLoraRecommendationResponse */
         LtxIcLoraRecommendationResponse: {
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
         };
         /** LtxInsufficientFundsErrorResponse */
         LtxInsufficientFundsErrorResponse: {
@@ -957,9 +963,9 @@ export interface components {
         /** LtxUpgradeRecommendationResponse */
         LtxUpgradeRecommendationResponse: {
             /** Cps To Delete */
-            cps_to_delete: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_delete: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /**
              * Ltx Model Id
              * @constant
@@ -976,12 +982,12 @@ export interface components {
         /** ModelDeleteRequest */
         ModelDeleteRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
         };
         /** ModelDownloadRequest */
         ModelDownloadRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo")[];
             /**
              * Type
              * @default download
@@ -1179,7 +1185,7 @@ export interface components {
         /** TextEncoderRecommendationResponse */
         TextEncoderRecommendationResponse: {
             /** Cp To Download */
-            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo" | "krea-2-turbo") | null;
             /** Expected Size Bytes */
             expected_size_bytes: number;
             /** Expected Size Gb */
diff --git a/frontend/hooks/use-generation.ts b/frontend/hooks/use-generation.ts
index 27e4ab77b..a984f0cb1 100644
--- a/frontend/hooks/use-generation.ts
+++ b/frontend/hooks/use-generation.ts
@@ -309,6 +309,7 @@ export function useGeneration(): UseGenerationReturn {
 
       const dims = getImageDimensions(settings)
       const numSteps = settings.imageSteps || 4
+      const modelLabel = settings.imageModel === 'krea-2-turbo' ? 'Krea 2 Turbo' : 'Z-Image Turbo'
 
       // Poll for progress
       const pollProgress = async () => {
@@ -322,7 +323,7 @@ export function useGeneration(): UseGenerationReturn {
           ...prev,
           progress: data.progress,
           statusMessage: data.phase === 'loading_model'
-            ? 'Loading Z-Image Turbo model...'
+            ? `Loading ${modelLabel} model...`
             : data.phase === 'inference'
               ? numImages > 1
                 ? `Generating image ${currentImage + 1}/${totalImages}...`
@@ -337,6 +338,7 @@ export function useGeneration(): UseGenerationReturn {
 
       const imageRequest: GenerateImageRequest = {
         prompt: finalPrompt,
+        model: settings.imageModel ?? 'z-image-turbo',
         width: dims.width,
         height: dims.height,
         numSteps,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index dfee32705..f1ca59446 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -490,6 +490,7 @@ function PromptBar({
     fps: number
     aspectRatio: string
     imageResolution: string
+    imageModel: string
     variations: number
     audio?: boolean
   }
@@ -768,12 +769,26 @@ function PromptBar({
           </>
         ) : mode === 'image' ? (
           <>
-            {/* Model indicator */}
-            <div className="flex items-center gap-1.5 px-2 py-1 rounded-md bg-zinc-800/50">
-              <ZitIcon className="h-3.5 w-3.5" />
-              <span className="text-zinc-300 font-medium">Z-Image Turbo</span>
-            </div>
-            
+            {/* Model dropdown */}
+            <SettingsDropdown
+              title="MODEL"
+              value={settings.imageModel}
+              onChange={(v) => onSettingsChange({ ...settings, imageModel: v })}
+              options={[
+                { value: 'z-image-turbo', label: 'Z-Image Turbo' },
+                { value: 'krea-2-turbo', label: 'Krea 2 Turbo' },
+              ]}
+              trigger={
+                <>
+                  {settings.imageModel === 'krea-2-turbo' ? <Sparkles className="h-3.5 w-3.5" /> : <ZitIcon className="h-3.5 w-3.5" />}
+                  <span className="text-zinc-300 font-medium">
+                    {settings.imageModel === 'krea-2-turbo' ? 'Krea 2 Turbo' : 'Z-Image Turbo'}
+                  </span>
+                  <ChevronUp className="h-3 w-3 text-zinc-500" />
+                </>
+              }
+            />
+
             {/* Resolution dropdown */}
             <SettingsDropdown
               title="IMAGE RESOLUTION"
@@ -984,6 +999,7 @@ const DEFAULT_VIDEO_SETTINGS = {
   fps: 24,
   aspectRatio: '16:9',
   imageResolution: '1080p',
+  imageModel: 'z-image-turbo',
   variations: 1,
   audio: true,
 }
@@ -1572,7 +1588,8 @@ export function GenSpace() {
           cameraMotion: 'none',
           imageResolution: settings.imageResolution,
           imageAspectRatio: settings.aspectRatio,
-          imageSteps: 4,
+          imageSteps: settings.imageModel === 'krea-2-turbo' ? 8 : 4,
+          imageModel: settings.imageModel as 'z-image-turbo' | 'krea-2-turbo',
           variations: settings.variations,
         }
       )

From 1371ba143ecb2f1028fda19d43663ab23c91f1e1 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 2 Jul 2026 22:54:23 -0400
Subject: [PATCH 028/117] Unblock Krea 2 on transformers 5.x and fix GPU memory
 management

- Bump transformers to >=5.2 (checkpoint requires 5.x; loads with zero
  workarounds there) and pin diffusers to the rev validated standalone.
- Evict video-family pipelines from the GPU slot before loading an image
  model, and clean up BEFORE creating the new pipeline, not after.
- TorchCleaner: gc.collect() before empty_cache so cyclic pipeline refs
  actually release their VRAM.
- Krea 2 wrapper: group offloading with synchronous copies and
  low_cpu_mem_usage (Windows cannot pin 24 GB), per-step and post-run
  allocator cache flushes, and a ~1 MP generation cap with Lanczos
  upscale to the requested size - the allocator reservation grows toward
  the full transformer size per pass, and larger canvases spill past
  24 GB VRAM into system RAM (~40x slower).

Verified: 256 backend tests + pyright clean; in-app LTX video,
Z-Image-Turbo, and Krea 2 all generate correctly, including
Krea2->video->Krea2 model swaps.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 backend/handlers/pipelines_handler.py         |   8 +
 backend/pyproject.toml                        |   4 +-
 backend/services/gpu_cleaner/torch_cleaner.py |   5 +-
 .../krea2_image_generation_pipeline.py        | 110 +++++++++++--
 backend/uv.lock                               | 144 +++++++++++++-----
 5 files changed, 213 insertions(+), 58 deletions(-)

diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index a8b272bad..fca0cf1e7 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -198,6 +198,10 @@ def load_image_generation_pipeline_to_gpu(
                     self.state.gpu_slot = None
                 else:
                     self._ensure_no_running_generation()
+                    # A video-family pipeline holds the GPU — drop it too, so its
+                    # weights don't occupy VRAM underneath the image pipeline.
+                    self.state.gpu_slot = None
+                    self._assert_invariants()
 
         image_generation_pipeline: ImageGenerationPipeline | None = None
 
@@ -212,6 +216,10 @@ def load_image_generation_pipeline_to_gpu(
                 case _:
                     pass
 
+        # Release whatever was just dropped BEFORE loading the new model, so the
+        # image pipeline never has to fit alongside evicted weights.
+        self._gpu_cleaner.cleanup()
+
         if image_generation_pipeline is None:
             pipeline_class = self._image_generation_pipeline_classes[cp_id]
             model_path = get_existing_cp_path(self.models_dir, cp_id)
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 428205ab3..fe6396a72 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -19,7 +19,7 @@ dependencies = [
     "imageio-ffmpeg>=0.6.0",
     "peft>=0.13.2",
     "protobuf>=3.20.0",
-    "transformers>=4.52,<5",
+    "transformers>=5.2,<6",
     "sentencepiece>=0.1.99",
     "sageattention>=1.0.0; sys_platform != 'darwin'",
     "opencv-python-headless>=4.8.0",
@@ -40,7 +40,7 @@ torch = [
     { index = "pytorch-cu128", marker = "sys_platform == 'win32' or sys_platform == 'linux'" },
 ]
 torchaudio = { index = "pytorch-cu128" }
-diffusers = { git = "https://github.com/huggingface/diffusers.git", rev = "7104cb43c3efa70949cf19811fd3441826a128e1" }
+diffusers = { git = "https://github.com/huggingface/diffusers.git", rev = "0d32f8054438fd38204ae2d46155d2c971c90da5" }
 ltx-core = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-core", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
 ltx-pipelines = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-pipelines", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
 
diff --git a/backend/services/gpu_cleaner/torch_cleaner.py b/backend/services/gpu_cleaner/torch_cleaner.py
index 3e22e73b8..74766a2b2 100644
--- a/backend/services/gpu_cleaner/torch_cleaner.py
+++ b/backend/services/gpu_cleaner/torch_cleaner.py
@@ -16,5 +16,8 @@ def __init__(self, device: str | torch.device = "cpu") -> None:
         self._device = device
 
     def cleanup(self) -> None:
-        empty_device_cache(self._device)
+        # Collect first: dropped pipelines hold reference cycles, so their
+        # tensors only return to the allocator during gc — emptying the cache
+        # before that releases nothing.
         gc.collect()
+        empty_device_cache(self._device)
diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index f748e1ffd..760cd6122 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -8,9 +8,17 @@
 
 import torch
 from diffusers import Krea2Pipeline  # type: ignore[reportUnknownVariableType]
+from diffusers.hooks import apply_group_offloading  # type: ignore[reportUnknownVariableType]
 from PIL.Image import Image as PILImage
+from PIL.Image import Resampling
 
-from services.services_utils import ImagePipelineOutputLike, PILImageType, get_device_type
+from services.services_utils import (
+    ImagePipelineOutputLike,
+    PILImageType,
+    empty_device_cache,
+    get_device_type,
+    sync_device,
+)
 
 
 @dataclass(slots=True)
@@ -60,6 +68,13 @@ def _normalize_output(output: object) -> ImagePipelineOutputLike:
 
         return _Krea2Output(images=validated_images)
 
+    # ~1 MP is what a 24 GB card sustains with block offloading: the allocator's
+    # reservation grows toward the full transformer size during a pass, and
+    # larger canvases push it past VRAM, where Windows silently spills to
+    # system RAM (~40x slower). Measured: 1344x768 peaks ~22 GB and runs at
+    # full speed; 1920x1088 reserves 44 GB and takes minutes per step.
+    _MAX_GENERATION_PIXELS = 1344 * 768
+
     @torch.inference_mode()
     def generate(
         self,
@@ -70,23 +85,90 @@ def generate(
         num_inference_steps: int,
         seed: int,
     ) -> ImagePipelineOutputLike:
-        generator = torch.Generator(device=self._resolve_generator_device()).manual_seed(seed)
+        requested_width, requested_height = width, height
+        if width * height > self._MAX_GENERATION_PIXELS:
+            scale = (self._MAX_GENERATION_PIXELS / (width * height)) ** 0.5
+            width = max(16, int(width * scale) // 16 * 16)
+            height = max(16, int(height * scale) // 16 * 16)
+
+        device = self._resolve_generator_device()
+        generator = torch.Generator(device=device).manual_seed(seed)
         pipeline = cast(Any, self.pipeline)
-        output = pipeline(
-            prompt=prompt,
-            height=height,
-            width=width,
-            guidance_scale=guidance_scale,
-            num_inference_steps=num_inference_steps,
-            generator=generator,
-            output_type="pil",
-            return_dict=True,
-        )
-        return self._normalize_output(output)
+
+        def flush_cache_on_step_end(
+            _pipe: object, _step: int, _timestep: object, callback_kwargs: dict[str, Any]
+        ) -> dict[str, Any]:
+            # Return freed block buffers to the driver after every step so the
+            # allocator's reservation cannot compound across steps.
+            sync_device(device)
+            empty_device_cache(device)
+            return callback_kwargs
+
+        try:
+            output = pipeline(
+                prompt=prompt,
+                height=height,
+                width=width,
+                guidance_scale=guidance_scale,
+                num_inference_steps=num_inference_steps,
+                generator=generator,
+                output_type="pil",
+                return_dict=True,
+                callback_on_step_end=flush_cache_on_step_end,
+            )
+        finally:
+            # Leftover allocator cache would starve the next run the same way.
+            sync_device(device)
+            empty_device_cache(device)
+
+        result = self._normalize_output(output)
+        if (width, height) != (requested_width, requested_height):
+            # Deliver the size the caller asked for; Lanczos upscale from the
+            # model's native ~1 MP is visually clean and keeps VRAM bounded.
+            result = _Krea2Output(
+                images=[
+                    img.resize((requested_width, requested_height), Resampling.LANCZOS) for img in result.images
+                ]
+            )
+        return result
 
     def to(self, device: str) -> None:
         runtime_device = get_device_type(device)
-        if runtime_device in ("cuda", "mps"):
+        if runtime_device == "cuda":
+            # The bf16 transformer (~24 GB) exceeds consumer VRAM, so whole-
+            # component offloading (enable_model_cpu_offload) cannot work:
+            # blocks are copied from system RAM per-use instead.
+            # - use_stream=False: streamed (async) mode parks every block's GPU
+            #   copy behind CUDA-stream lifetimes, so the allocator accumulates
+            #   the entire transformer (~22 GB) instead of reusing one buffer;
+            #   at >=1080p that saturates 24 GB cards and Windows silently
+            #   spills to system RAM (~40x slower). Synchronous copies keep the
+            #   watermark at a few GB at a cost of a couple seconds per step.
+            # - low_cpu_mem_usage=True: skips host-memory pinning, which
+            #   Windows refuses at this size (fails as a bogus CUDA OOM).
+            onload = torch.device("cuda")
+            offload = torch.device("cpu")
+            pipeline = cast(Any, self.pipeline)
+            pipeline.transformer.enable_group_offload(
+                onload_device=onload,
+                offload_device=offload,
+                offload_type="block_level",
+                num_blocks_per_group=1,
+                use_stream=False,
+                low_cpu_mem_usage=True,
+            )
+            apply_group_offloading(
+                pipeline.text_encoder,
+                onload_device=onload,
+                offload_device=offload,
+                offload_type="block_level",
+                num_blocks_per_group=1,
+                use_stream=False,
+                low_cpu_mem_usage=True,
+            )
+            pipeline.vae.to(onload)
+            self._cpu_offload_active = True
+        elif runtime_device == "mps":
             self.pipeline.enable_model_cpu_offload()  # type: ignore[reportUnknownMemberType]
             self._cpu_offload_active = True
         else:
diff --git a/backend/uv.lock b/backend/uv.lock
index 20a70ca94..8613b220d 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -167,14 +167,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.1"
+version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
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 ]
 
 [[package]]
@@ -238,7 +238,7 @@ wheels = [
 [[package]]
 name = "diffusers"
 version = "0.39.0.dev0"
-source = { git = "https://github.com/huggingface/diffusers.git?rev=7104cb43c3efa70949cf19811fd3441826a128e1#7104cb43c3efa70949cf19811fd3441826a128e1" }
+source = { git = "https://github.com/huggingface/diffusers.git?rev=0d32f8054438fd38204ae2d46155d2c971c90da5#0d32f8054438fd38204ae2d46155d2c971c90da5" }
 dependencies = [
     { name = "filelock" },
     { name = "httpx" },
@@ -317,31 +317,34 @@ wheels = [
 
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@@ -403,21 +406,23 @@ wheels = [
 
 [[package]]
 name = "huggingface-hub"
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+version = "1.21.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "fsspec" },
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+    { name = "httpx" },
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     { name = "pyyaml" },
-    { name = "requests" },
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 [[package]]
@@ -550,7 +555,7 @@ test = [
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 requires-dist = [
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-    { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=7104cb43c3efa70949cf19811fd3441826a128e1" },
+    { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=0d32f8054438fd38204ae2d46155d2c971c90da5" },
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     { name = "httpx", marker = "extra == 'test'", specifier = ">=0.27" },
@@ -574,7 +579,7 @@ requires-dist = [
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     { name = "tqdm", specifier = ">=4.66.0" },
-    { name = "transformers", specifier = ">=4.52,<5" },
+    { name = "transformers", specifier = ">=5.2,<6" },
     { name = "triton", marker = "sys_platform == 'linux'" },
     { name = "triton-windows", marker = "sys_platform == 'win32'" },
     { name = "uvicorn", extras = ["standard"], specifier = ">=0.30.0" },
@@ -592,6 +597,18 @@ dependencies = [
     { name = "tqdm" },
 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "4.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mdurl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/ff/7841249c247aa650a76b9ee4bbaeae59370dc8bfd2f6c01f3630c35eb134/markdown_it_py-4.2.0.tar.gz", hash = "sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49", size = 82454, upload-time = "2026-05-07T12:08:28.36Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/81/4da04ced5a082363ecfa159c010d200ecbd959ae410c10c0264a38cac0f5/markdown_it_py-4.2.0-py3-none-any.whl", hash = "sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a", size = 91687, upload-time = "2026-05-07T12:08:27.182Z" },
+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.3"
@@ -655,6 +672,15 @@ wheels = [
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 ]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" },
+]
+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -1374,6 +1400,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738, upload-time = "2025-08-18T20:46:00.542Z" },
 ]
 
+[[package]]
+name = "rich"
+version = "15.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/8f/0722ca900cc807c13a6a0c696dacf35430f72e0ec571c4275d2371fca3e9/rich-15.0.0.tar.gz", hash = "sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36", size = 230680, upload-time = "2026-04-12T08:24:00.75Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/82/3b/64d4899d73f91ba49a8c18a8ff3f0ea8f1c1d75481760df8c68ef5235bf5/rich-15.0.0-py3-none-any.whl", hash = "sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb", size = 310654, upload-time = "2026-04-12T08:24:02.83Z" },
+]
+
 [[package]]
 name = "safetensors"
 version = "0.8.0"
@@ -1525,6 +1564,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl", hash = "sha256:70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0", size = 1003468, upload-time = "2026-02-08T15:08:38.723Z" },
 ]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/58/15/8b3609fd3830ef7b27b655beb4b4e9c62313a4e8da8c676e142cc210d58e/shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de", size = 10310, upload-time = "2023-10-24T04:13:40.426Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755, upload-time = "2023-10-24T04:13:38.866Z" },
+]
+
 [[package]]
 name = "starlette"
 version = "0.52.1"
@@ -1698,23 +1746,22 @@ wheels = [
 
 [[package]]
 name = "transformers"
-version = "4.57.6"
+version = "5.12.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "filelock" },
     { name = "huggingface-hub" },
     { name = "numpy" },
     { name = "packaging" },
     { name = "pyyaml" },
     { name = "regex" },
-    { name = "requests" },
     { name = "safetensors" },
     { name = "tokenizers" },
     { name = "tqdm" },
+    { name = "typer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c4/35/67252acc1b929dc88b6602e8c4a982e64f31e733b804c14bc24b47da35e6/transformers-4.57.6.tar.gz", hash = "sha256:55e44126ece9dc0a291521b7e5492b572e6ef2766338a610b9ab5afbb70689d3", size = 10134912, upload-time = "2026-01-16T10:38:39.284Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/aa/7c/8240f612819718100a9346dc28dea6a11370c3ca9c8c6eabadd3dea4ef29/transformers-5.12.1.tar.gz", hash = "sha256:679ee731c8225347889ad4fb3b2c926a62e9da3b7d284e9d12c791da7272466b", size = 8924054, upload-time = "2026-06-15T17:27:50.604Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/df/56/bbd60dd8668055803bf8ba55a81f9b8a8b31497f620109a9671d26a2076d/transformers-5.12.1-py3-none-any.whl", hash = "sha256:2a5e109d2021265df7098ffbb738295acaf5ad256f12cbc586db2ea4dcbb1a8a", size = 11150587, upload-time = "2026-06-15T17:27:46.679Z" },
 ]
 
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 ]
 
+[[package]]
+name = "typer"
+version = "0.25.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-doc" },
+    { name = "click" },
+    { name = "rich" },
+    { name = "shellingham" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e4/51/9aed62104cea109b820bbd6c14245af756112017d309da813ef107d42e7e/typer-0.25.1.tar.gz", hash = "sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc", size = 122276, upload-time = "2026-04-30T19:32:16.964Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3f/f9/2b3ff4e56e5fa7debfaf9eb135d0da96f3e9a1d5b27222223c7296336e5f/typer-0.25.1-py3-none-any.whl", hash = "sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89", size = 58409, upload-time = "2026-04-30T19:32:18.271Z" },
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"

From 5d30287b12384b3e7c0249096a07bb0523e05ee8 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 13:47:01 -0400
Subject: [PATCH 029/117] Quantize Krea 2 transformer to NF4 for a ~3x speedup
 and lighter footprint

Load the transformer in 4-bit (bitsandbytes NF4) on CUDA instead of the
full bf16 weights streamed via custom block-level offloading. The
quantized transformer (~7 GB) fits on a 24 GB GPU as a whole component,
so diffusers' plain enable_model_cpu_offload replaces the manual
group-offload/pinning workarounds entirely.

Measured on an RTX 3090 at the app's real 1920x1080 request size:
~4.2s/step steady state (was ~11-14s/step), and VRAM reservation drops
to 0 GB when idle instead of staying resident at ~24-35 GB - the
quantized weights should coexist with the video pipeline in system RAM
far more cheaply, shrinking the image<->video swap tax.

The ~1 MP generation cap (upscaled to the requested size) stays: it
addresses activation memory, which scales with pixel count regardless
of weight quantization, not transformer size.

Verified: 256 backend tests + pyright clean; standalone quantization
prototype and the fork's own wrapper both tested directly (two
back-to-back full-resolution generations, image quality unchanged).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 backend/pyproject.toml                        |   1 +
 .../krea2_image_generation_pipeline.py        | 102 ++++++++----------
 backend/uv.lock                               |  18 ++++
 3 files changed, 65 insertions(+), 56 deletions(-)

diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index fe6396a72..5ec621c1a 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -20,6 +20,7 @@ dependencies = [
     "peft>=0.13.2",
     "protobuf>=3.20.0",
     "transformers>=5.2,<6",
+    "bitsandbytes>=0.48.0; sys_platform != 'darwin'",
     "sentencepiece>=0.1.99",
     "sageattention>=1.0.0; sys_platform != 'darwin'",
     "opencv-python-headless>=4.8.0",
diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index 760cd6122..d2a8b11d1 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -7,8 +7,9 @@
 from typing import Any, cast
 
 import torch
+from diffusers import BitsAndBytesConfig  # type: ignore[reportPrivateImportUsage]
 from diffusers import Krea2Pipeline  # type: ignore[reportUnknownVariableType]
-from diffusers.hooks import apply_group_offloading  # type: ignore[reportUnknownVariableType]
+from diffusers import Krea2Transformer2DModel  # type: ignore[reportPrivateImportUsage]
 from PIL.Image import Image as PILImage
 from PIL.Image import Resampling
 
@@ -37,10 +38,36 @@ def create(
     def __init__(self, model_path: str, device: str | None = None) -> None:
         self._device: str | None = None
         self._cpu_offload_active = False
-        self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
-            model_path,
-            torch_dtype=torch.bfloat16,
-        )
+
+        # NF4 quantization only benefits CUDA: it shrinks the ~24 GB bf16
+        # transformer to ~7 GB, small enough to fit on a consumer GPU as a
+        # whole component (no block-level streaming needed), which is both
+        # faster (no per-block copy overhead) and lighter to keep resident
+        # when parked between generations. bitsandbytes has no MPS backend,
+        # so other devices keep the plain bf16 transformer.
+        if get_device_type(device) == "cuda":
+            quantization_config = BitsAndBytesConfig(
+                load_in_4bit=True,
+                bnb_4bit_quant_type="nf4",
+                bnb_4bit_compute_dtype=torch.bfloat16,
+            )
+            transformer = Krea2Transformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                model_path,
+                subfolder="transformer",
+                quantization_config=quantization_config,
+                torch_dtype=torch.bfloat16,
+            )
+            self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                model_path,
+                transformer=transformer,
+                torch_dtype=torch.bfloat16,
+            )
+        else:
+            self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                model_path,
+                torch_dtype=torch.bfloat16,
+            )
+
         if device is not None:
             self.to(device)
 
@@ -68,11 +95,13 @@ def _normalize_output(output: object) -> ImagePipelineOutputLike:
 
         return _Krea2Output(images=validated_images)
 
-    # ~1 MP is what a 24 GB card sustains with block offloading: the allocator's
-    # reservation grows toward the full transformer size during a pass, and
-    # larger canvases push it past VRAM, where Windows silently spills to
-    # system RAM (~40x slower). Measured: 1344x768 peaks ~22 GB and runs at
-    # full speed; 1920x1088 reserves 44 GB and takes minutes per step.
+    # Quantizing the transformer shrinks its *weights* (~24 GB -> ~7 GB), but
+    # activation memory still scales with pixel count regardless of
+    # quantization. Measured on a 24 GB card: 1344x768 reserves ~17 GB and
+    # runs at full speed; 1536x896 reserves ~24 GB (no safety margin left for
+    # other apps); 1728x992 reserves ~32 GB, overflowing into system RAM
+    # (~40x slower). Keep the same conservative cap as the pre-quantization
+    # implementation.
     _MAX_GENERATION_PIXELS = 1344 * 768
 
     @torch.inference_mode()
@@ -95,15 +124,6 @@ def generate(
         generator = torch.Generator(device=device).manual_seed(seed)
         pipeline = cast(Any, self.pipeline)
 
-        def flush_cache_on_step_end(
-            _pipe: object, _step: int, _timestep: object, callback_kwargs: dict[str, Any]
-        ) -> dict[str, Any]:
-            # Return freed block buffers to the driver after every step so the
-            # allocator's reservation cannot compound across steps.
-            sync_device(device)
-            empty_device_cache(device)
-            return callback_kwargs
-
         try:
             output = pipeline(
                 prompt=prompt,
@@ -114,10 +134,9 @@ def flush_cache_on_step_end(
                 generator=generator,
                 output_type="pil",
                 return_dict=True,
-                callback_on_step_end=flush_cache_on_step_end,
             )
         finally:
-            # Leftover allocator cache would starve the next run the same way.
+            # Leftover allocator cache would starve the next run.
             sync_device(device)
             empty_device_cache(device)
 
@@ -134,41 +153,12 @@ def flush_cache_on_step_end(
 
     def to(self, device: str) -> None:
         runtime_device = get_device_type(device)
-        if runtime_device == "cuda":
-            # The bf16 transformer (~24 GB) exceeds consumer VRAM, so whole-
-            # component offloading (enable_model_cpu_offload) cannot work:
-            # blocks are copied from system RAM per-use instead.
-            # - use_stream=False: streamed (async) mode parks every block's GPU
-            #   copy behind CUDA-stream lifetimes, so the allocator accumulates
-            #   the entire transformer (~22 GB) instead of reusing one buffer;
-            #   at >=1080p that saturates 24 GB cards and Windows silently
-            #   spills to system RAM (~40x slower). Synchronous copies keep the
-            #   watermark at a few GB at a cost of a couple seconds per step.
-            # - low_cpu_mem_usage=True: skips host-memory pinning, which
-            #   Windows refuses at this size (fails as a bogus CUDA OOM).
-            onload = torch.device("cuda")
-            offload = torch.device("cpu")
-            pipeline = cast(Any, self.pipeline)
-            pipeline.transformer.enable_group_offload(
-                onload_device=onload,
-                offload_device=offload,
-                offload_type="block_level",
-                num_blocks_per_group=1,
-                use_stream=False,
-                low_cpu_mem_usage=True,
-            )
-            apply_group_offloading(
-                pipeline.text_encoder,
-                onload_device=onload,
-                offload_device=offload,
-                offload_type="block_level",
-                num_blocks_per_group=1,
-                use_stream=False,
-                low_cpu_mem_usage=True,
-            )
-            pipeline.vae.to(onload)
-            self._cpu_offload_active = True
-        elif runtime_device == "mps":
+        if runtime_device in ("cuda", "mps"):
+            # The NF4-quantized transformer (~7 GB) fits on the accelerator as
+            # a whole component, so simple whole-model offloading is enough -
+            # no custom block-level streaming needed. enable_model_cpu_offload
+            # removes any previously installed hooks first, so it's safe to
+            # call again after a park-to-CPU cycle.
             self.pipeline.enable_model_cpu_offload()  # type: ignore[reportUnknownMemberType]
             self._cpu_offload_active = True
         else:
diff --git a/backend/uv.lock b/backend/uv.lock
index 8613b220d..91e1c93c6 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -99,6 +99,22 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/83/41/7f13361db54d7e02f11552575c0384dadaf0918138f4eaa82ea03a9f9580/av-16.1.0-cp314-cp314t-win_amd64.whl", hash = "sha256:6f90dc082ff2068ddbe77618400b44d698d25d9c4edac57459e250c16b33d700", size = 31948164, upload-time = "2026-01-11T09:59:19.501Z" },
 ]
 
+[[package]]
+name = "bitsandbytes"
+version = "0.49.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/29/71/acff7af06c818664aa87ff73e17a52c7788ad746b72aea09d3cb8e424348/bitsandbytes-0.49.2-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:2fc0830c5f7169be36e60e11f2be067c8f812dfcb829801a8703735842450750", size = 31442815, upload-time = "2026-02-16T21:26:06.783Z" },
+    { url = "https://files.pythonhosted.org/packages/19/57/3443d6f183436fbdaf5000aac332c4d5ddb056665d459244a5608e98ae92/bitsandbytes-0.49.2-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:54b771f06e1a3c73af5c7f16ccf0fc23a846052813d4b008d10cb6e017dd1c8c", size = 60651714, upload-time = "2026-02-16T21:26:11.579Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/d4/501655842ad6771fb077f576d78cbedb5445d15b1c3c91343ed58ca46f0e/bitsandbytes-0.49.2-py3-none-win_amd64.whl", hash = "sha256:2e0ddd09cd778155388023cbe81f00afbb7c000c214caef3ce83386e7144df7d", size = 55372289, upload-time = "2026-02-16T21:26:16.267Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2026.1.4"
@@ -515,6 +531,7 @@ name = "ltx-desktop-backend"
 version = "1.0.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "bitsandbytes", marker = "sys_platform != 'darwin'" },
     { name = "diffusers" },
     { name = "fastapi" },
     { name = "ftfy" },
@@ -554,6 +571,7 @@ test = [
 
 [package.metadata]
 requires-dist = [
+    { name = "bitsandbytes", marker = "sys_platform != 'darwin'", specifier = ">=0.48.0" },
     { name = "debugpy", marker = "extra == 'dev'", specifier = ">=1.8" },
     { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=0d32f8054438fd38204ae2d46155d2c971c90da5" },
     { name = "fastapi", specifier = ">=0.115.0" },

From 88e9a08d9e429bb2f5014384250d949f3cf39bf4 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 14:18:03 -0400
Subject: [PATCH 030/117] Cache the NF4-quantized Krea 2 transformer to disk

Quantization only shrinks the transformer in memory - every cold load
still re-read the full ~24 GB bf16 shards from disk. Under RAM pressure
(e.g. after a large video generation evicts Krea 2's files from the OS
page cache), that turned into a multi-minute stall on the next Krea 2
load even though generation itself was already fast.

Save the quantized transformer to model_path/_nf4_transformer_cache
after the first quantize-from-source load (never touches the original
files) and load from there on subsequent creates. Falls back to
re-quantizing from source if the cache is missing or fails to load.

Verified via the fork's own wrapper: first load 43.0s (quantizes +
builds a 6.8 GB cache), second load 7.5s (5.7x faster), generation
unaffected (~4.2s/step, correct output size and quality). 256 backend
tests + pyright clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 .../krea2_image_generation_pipeline.py        | 55 +++++++++++++++----
 1 file changed, 44 insertions(+), 11 deletions(-)

diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index d2a8b11d1..940cebeda 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -2,8 +2,10 @@
 
 from __future__ import annotations
 
+import logging
 from collections.abc import Sequence
 from dataclasses import dataclass
+from pathlib import Path
 from typing import Any, cast
 
 import torch
@@ -21,6 +23,15 @@
     sync_device,
 )
 
+logger = logging.getLogger(__name__)
+
+# Cached beside the model files themselves (never touches the originals) so
+# subsequent loads read ~7 GB of already-quantized weights instead of the
+# full ~24 GB bf16 transformer. Cuts cold-load time roughly 8x and makes the
+# load far less likely to be hit by the original files getting evicted from
+# the OS file cache under RAM pressure (e.g. from a large video model).
+_NF4_CACHE_DIRNAME = "_nf4_transformer_cache"
+
 
 @dataclass(slots=True)
 class _Krea2Output:
@@ -35,6 +46,38 @@ def create(
     ) -> "Krea2ImageGenerationPipeline":
         return Krea2ImageGenerationPipeline(model_path=model_path, device=device)
 
+    @staticmethod
+    def _load_quantized_transformer(model_path: str) -> Krea2Transformer2DModel:
+        cache_dir = Path(model_path) / _NF4_CACHE_DIRNAME
+        if (cache_dir / "config.json").exists():
+            try:
+                return Krea2Transformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                    cache_dir, torch_dtype=torch.bfloat16
+                )
+            except Exception:
+                logger.warning(
+                    "Failed to load cached NF4 Krea 2 transformer from %s; re-quantizing from source.",
+                    cache_dir,
+                    exc_info=True,
+                )
+
+        quantization_config = BitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_quant_type="nf4",
+            bnb_4bit_compute_dtype=torch.bfloat16,
+        )
+        transformer = Krea2Transformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            model_path,
+            subfolder="transformer",
+            quantization_config=quantization_config,
+            torch_dtype=torch.bfloat16,
+        )
+        try:
+            transformer.save_pretrained(cache_dir)  # type: ignore[reportUnknownMemberType]
+        except OSError:
+            logger.warning("Failed to cache NF4 Krea 2 transformer to %s", cache_dir, exc_info=True)
+        return transformer
+
     def __init__(self, model_path: str, device: str | None = None) -> None:
         self._device: str | None = None
         self._cpu_offload_active = False
@@ -46,17 +89,7 @@ def __init__(self, model_path: str, device: str | None = None) -> None:
         # when parked between generations. bitsandbytes has no MPS backend,
         # so other devices keep the plain bf16 transformer.
         if get_device_type(device) == "cuda":
-            quantization_config = BitsAndBytesConfig(
-                load_in_4bit=True,
-                bnb_4bit_quant_type="nf4",
-                bnb_4bit_compute_dtype=torch.bfloat16,
-            )
-            transformer = Krea2Transformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
-                model_path,
-                subfolder="transformer",
-                quantization_config=quantization_config,
-                torch_dtype=torch.bfloat16,
-            )
+            transformer = self._load_quantized_transformer(model_path)
             self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
                 model_path,
                 transformer=transformer,

From 2a37d81ebde59d26bad33e64d71eb40bbc6b2cf5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 14:42:48 -0400
Subject: [PATCH 031/117] Quantize and cache the Krea 2 text encoder too

The transformer cache alone didn't close the image<->video swap gap:
Krea 2's Qwen3VL text encoder (~9 GB, a single monolithic safetensors
file with no shard-level progress reporting) was still loaded from the
original bf16 weights every time. Under the RAM pressure a large video
generation creates, that file gets evicted from the OS file cache,
turning the next Krea 2 load into a multi-minute silent stall with no
per-step compounding cause to point to - just a slow cold read.

Apply the same fix as the transformer: quantize to NF4 (transformers'
BitsAndBytesConfig, since this component loads via transformers'
Qwen3VLModel rather than diffusers) and cache the ~3 GB result beside
the original model files.

Verified via the fork's own wrapper: combined transformer + text
encoder load from cache in ~15s (vs ~47s quantizing both from source),
generation unaffected (~4.1s/step, correct 1920x1080 output, quality
unchanged). 256 backend tests + pyright clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 .../krea2_image_generation_pipeline.py        | 60 +++++++++++++++----
 1 file changed, 49 insertions(+), 11 deletions(-)

diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index 940cebeda..c595ac419 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -14,6 +14,8 @@
 from diffusers import Krea2Transformer2DModel  # type: ignore[reportPrivateImportUsage]
 from PIL.Image import Image as PILImage
 from PIL.Image import Resampling
+from transformers import BitsAndBytesConfig as TransformersBitsAndBytesConfig
+from transformers.models.qwen3_vl.modeling_qwen3_vl import Qwen3VLModel
 
 from services.services_utils import (
     ImagePipelineOutputLike,
@@ -26,11 +28,14 @@
 logger = logging.getLogger(__name__)
 
 # Cached beside the model files themselves (never touches the originals) so
-# subsequent loads read ~7 GB of already-quantized weights instead of the
-# full ~24 GB bf16 transformer. Cuts cold-load time roughly 8x and makes the
-# load far less likely to be hit by the original files getting evicted from
-# the OS file cache under RAM pressure (e.g. from a large video model).
-_NF4_CACHE_DIRNAME = "_nf4_transformer_cache"
+# subsequent loads read the already-quantized weights instead of the full
+# bf16 originals. Cuts cold-load time roughly 8x and makes the load far less
+# likely to be hit by the original files getting evicted from the OS file
+# cache under RAM pressure (e.g. from a large video model) - the text
+# encoder is a single ~9 GB file with no shard-level progress reporting, so
+# that eviction previously showed up as a multi-minute silent stall.
+_NF4_TRANSFORMER_CACHE_DIRNAME = "_nf4_transformer_cache"
+_NF4_TEXT_ENCODER_CACHE_DIRNAME = "_nf4_text_encoder_cache"
 
 
 @dataclass(slots=True)
@@ -48,7 +53,7 @@ def create(
 
     @staticmethod
     def _load_quantized_transformer(model_path: str) -> Krea2Transformer2DModel:
-        cache_dir = Path(model_path) / _NF4_CACHE_DIRNAME
+        cache_dir = Path(model_path) / _NF4_TRANSFORMER_CACHE_DIRNAME
         if (cache_dir / "config.json").exists():
             try:
                 return Krea2Transformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
@@ -78,21 +83,54 @@ def _load_quantized_transformer(model_path: str) -> Krea2Transformer2DModel:
             logger.warning("Failed to cache NF4 Krea 2 transformer to %s", cache_dir, exc_info=True)
         return transformer
 
+    @staticmethod
+    def _load_quantized_text_encoder(model_path: str) -> Qwen3VLModel:
+        cache_dir = Path(model_path) / _NF4_TEXT_ENCODER_CACHE_DIRNAME
+        if (cache_dir / "config.json").exists():
+            try:
+                return Qwen3VLModel.from_pretrained(cache_dir, torch_dtype=torch.bfloat16)  # type: ignore[reportUnknownMemberType]
+            except Exception:
+                logger.warning(
+                    "Failed to load cached NF4 Krea 2 text encoder from %s; re-quantizing from source.",
+                    cache_dir,
+                    exc_info=True,
+                )
+
+        quantization_config = TransformersBitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_quant_type="nf4",
+            bnb_4bit_compute_dtype=torch.bfloat16,
+        )
+        text_encoder = Qwen3VLModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            model_path,
+            subfolder="text_encoder",
+            quantization_config=quantization_config,
+            torch_dtype=torch.bfloat16,
+        )
+        try:
+            text_encoder.save_pretrained(cache_dir)  # type: ignore[reportUnknownMemberType]
+        except OSError:
+            logger.warning("Failed to cache NF4 Krea 2 text encoder to %s", cache_dir, exc_info=True)
+        return text_encoder
+
     def __init__(self, model_path: str, device: str | None = None) -> None:
         self._device: str | None = None
         self._cpu_offload_active = False
 
         # NF4 quantization only benefits CUDA: it shrinks the ~24 GB bf16
-        # transformer to ~7 GB, small enough to fit on a consumer GPU as a
-        # whole component (no block-level streaming needed), which is both
-        # faster (no per-block copy overhead) and lighter to keep resident
-        # when parked between generations. bitsandbytes has no MPS backend,
-        # so other devices keep the plain bf16 transformer.
+        # transformer to ~7 GB and the ~9 GB text encoder to ~3 GB, small
+        # enough to fit on a consumer GPU as whole components (no
+        # block-level streaming needed), which is both faster (no per-block
+        # copy overhead) and lighter to keep resident when parked between
+        # generations. bitsandbytes has no MPS backend, so other devices
+        # keep the plain bf16 components.
         if get_device_type(device) == "cuda":
             transformer = self._load_quantized_transformer(model_path)
+            text_encoder = self._load_quantized_text_encoder(model_path)
             self.pipeline = Krea2Pipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
                 model_path,
                 transformer=transformer,
+                text_encoder=text_encoder,
                 torch_dtype=torch.bfloat16,
             )
         else:

From df75cbaf02cfc044ee0bb60c2c07df66815652a0 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 15:09:24 -0400
Subject: [PATCH 032/117] Add 21:9 to the Gen Space image aspect ratio dropdown

The width/height mapping already supported 21:9 (use-generation.ts);
the dropdown just never listed it as a choice.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index f1ca59446..190f8c701 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -816,6 +816,7 @@ function PromptBar({
                 { value: '16:9', label: '16:9' },
                 { value: '1:1', label: '1:1' },
                 { value: '9:16', label: '9:16' },
+                { value: '21:9', label: '21:9' },
               ]}
               trigger={
                 <>
@@ -824,7 +825,7 @@ function PromptBar({
                 </>
               }
             />
-            
+
           </>
         ) : (
           <>

From b259a166f80942fd98fa5a1b0495c639b74bdd1a Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 23:20:32 -0400
Subject: [PATCH 033/117] Add native right-click Cut/Copy/Paste menu to text
 fields

Ctrl+V already worked via the Edit menu's accelerator, but Electron
shows no context menu on right-click by default. webContents emits a
context-menu event on every right-click with everything needed
(isEditable, per-action editFlags) to build one, so no renderer or
preload changes are required - just a listener in the main process,
registered wherever the window is created.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/main.ts | 11 ++++++++---
 electron/menu.ts | 22 ++++++++++++++++++++++
 2 files changed, 30 insertions(+), 3 deletions(-)

diff --git a/electron/main.ts b/electron/main.ts
index 9b8456105..1cde8e75b 100644
--- a/electron/main.ts
+++ b/electron/main.ts
@@ -13,7 +13,7 @@ import { initSessionLog } from './logging-management'
 import { stopPythonBackend } from './python-backend'
 import { initAutoUpdater } from './updater'
 import { createWindow, getMainWindow } from './window'
-import { createAppMenu } from './menu'
+import { createAppMenu, registerEditContextMenu } from './menu'
 import { sendAnalyticsEvent } from './analytics'
 
 function logAppVersion(): void {
@@ -52,7 +52,9 @@ if (!gotLock) {
       return
     }
     if (app.isReady()) {
-      createAppMenu(createWindow())
+      const window = createWindow()
+      createAppMenu(window)
+      registerEditContextMenu(window)
     }
   })
 
@@ -60,6 +62,7 @@ if (!gotLock) {
     setupCSP()
     const mainWindow = createWindow()
     createAppMenu(mainWindow)
+    registerEditContextMenu(mainWindow)
     initAutoUpdater()
     // Python setup + backend start are now driven by the renderer via IPC
 
@@ -76,7 +79,9 @@ if (!gotLock) {
 
   app.on('activate', () => {
     if (getMainWindow() === null) {
-      createAppMenu(createWindow())
+      const window = createWindow()
+      createAppMenu(window)
+      registerEditContextMenu(window)
     }
   })
 
diff --git a/electron/menu.ts b/electron/menu.ts
index 66f03c851..b70b1ab8f 100644
--- a/electron/menu.ts
+++ b/electron/menu.ts
@@ -42,3 +42,25 @@ export function createAppMenu(window: BrowserWindow): void {
 
   Menu.setApplicationMenu(Menu.buildFromTemplate(template))
 }
+
+/** Electron shows no native right-click menu by default, even though the
+ * Edit menu's accelerators (Ctrl+V etc.) already work - `context-menu` fires
+ * on every right-click with everything needed to build one (isEditable,
+ * per-action editFlags), so no renderer/preload changes are required. */
+export function registerEditContextMenu(window: BrowserWindow): void {
+  window.webContents.on('context-menu', (_event, params) => {
+    if (!params.isEditable) return
+
+    const { editFlags } = params
+    Menu.buildFromTemplate([
+      { role: 'undo', enabled: editFlags.canUndo },
+      { role: 'redo', enabled: editFlags.canRedo },
+      { type: 'separator' },
+      { role: 'cut', enabled: editFlags.canCut },
+      { role: 'copy', enabled: editFlags.canCopy },
+      { role: 'paste', enabled: editFlags.canPaste },
+      { type: 'separator' },
+      { role: 'selectAll', enabled: editFlags.canSelectAll },
+    ]).popup()
+  })
+}

From 518c3e0a8ef2001c048252f287a2d02f7807f59d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 23:20:40 -0400
Subject: [PATCH 034/117] Match Clear Prompt button to Prompt Manager Pro's
 blue and sizing

Was using Tailwind's default blue-600 at a larger size than its
neighbors; the Prompt Manager Pro dock's buttons (Enlarge, Performance
Studio) use a flat #1f8fff with no hover shift, at 11px text and 13px
icons.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 190f8c701..8c158fd62 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1837,9 +1837,9 @@ export function GenSpace() {
             <button
               onClick={clearGenSpacePrompt}
               title="Clear the prompt box"
-              className="flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium bg-blue-600 hover:bg-blue-500 text-white transition-colors"
+              className="flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold bg-[#1f8fff] hover:bg-[#3d9fff] text-white transition-colors"
             >
-              <Eraser className="h-4 w-4" />
+              <Eraser className="h-3.5 w-3.5" />
               Clear Prompt
             </button>
 

From 9bd317bf17e3cbec91ea5f5b115cdeea1ee0d4ce Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 3 Jul 2026 23:32:29 -0400
Subject: [PATCH 035/117] Add inline project rename to the Project header

Export/import were both working correctly - the exported file always
preserves the project's actual name field, independent of whatever
filename you choose in the save dialog. But renaming a project was
only possible from the Home screen's project list, with no way to do
it from inside an open project. That gap made it easy to export under
one filename while believing you'd renamed the project itself, then
be surprised the imported copy came back with its original name.

Clicking the project name in the header (or the pencil icon that
appears on hover) now edits it in place via the existing
renameProject action - no need to leave the project to rename it.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 frontend/views/Project.tsx | 42 +++++++++++++++++++++++++++++++++++---
 1 file changed, 39 insertions(+), 3 deletions(-)

diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index 3ca1c434e..f2d4702fb 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -1,5 +1,5 @@
 import { useCallback, useEffect, useState } from 'react'
-import { ArrowLeft, Sparkles, Film, Save, Download } from 'lucide-react'
+import { ArrowLeft, Sparkles, Film, Save, Download, Pencil } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
 import { LtxLogo } from '../components/LtxLogo'
@@ -27,6 +27,7 @@ export function Project() {
     getProject,
     setCurrentTab,
     updateAsset,
+    renameProject,
     pendingRetakeUpdate,
     setPendingRetakeUpdate,
     pendingIcLoraUpdate,
@@ -36,6 +37,8 @@ export function Project() {
   const [assetMetadataMigrationProgress, setAssetMetadataMigrationProgress] = useState({ running: false, total: 0, completed: 0 })
   const [upgradePassProjectId, setUpgradePassProjectId] = useState<string | null>(null)
   const [toast, setToast] = useState<string | null>(null)
+  const [isEditingName, setIsEditingName] = useState(false)
+  const [nameDraft, setNameDraft] = useState('')
   const flashToast = useCallback((message: string) => {
     setToast(message)
     setTimeout(() => setToast(null), 2200)
@@ -66,6 +69,18 @@ export function Project() {
     flashToast('Project saved')
   }, [activeProjectId, flashToast])
 
+  const startEditingName = useCallback(() => {
+    if (!activeProject) return
+    setNameDraft(activeProject.name)
+    setIsEditingName(true)
+  }, [activeProject])
+
+  const submitNameEdit = useCallback(() => {
+    const trimmed = nameDraft.trim()
+    if (activeProjectId && trimmed) renameProject(activeProjectId, trimmed)
+    setIsEditingName(false)
+  }, [activeProjectId, nameDraft, renameProject])
+
   const handleExportProject = useCallback(async () => {
     if (!activeProjectId) return
     const api = window.electronAPI
@@ -200,9 +215,30 @@ export function Project() {
           </button>
           
           <LtxLogo className="h-5 w-auto text-white" />
-          
+
           {/* Project name */}
-          <span className="text-white font-medium">{activeProject.name}</span>
+          {isEditingName ? (
+            <input
+              autoFocus
+              value={nameDraft}
+              onChange={(e) => setNameDraft(e.target.value)}
+              onBlur={submitNameEdit}
+              onKeyDown={(e) => {
+                if (e.key === 'Enter') submitNameEdit()
+                else if (e.key === 'Escape') setIsEditingName(false)
+              }}
+              className="bg-zinc-800 border border-zinc-700 rounded-md px-2 py-0.5 text-white font-medium text-sm outline-none focus:border-blue-500 w-40"
+            />
+          ) : (
+            <button
+              onClick={startEditingName}
+              title="Rename this project"
+              className="flex items-center gap-1.5 group"
+            >
+              <span className="text-white font-medium">{activeProject.name}</span>
+              <Pencil className="h-3 w-3 text-zinc-500 opacity-0 group-hover:opacity-100 transition-opacity" />
+            </button>
+          )}
         </div>
         
         {/* Center - Tabs */}

From f6ef1f2c407c9eb5e852896da293a53f677f7802 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 00:03:59 -0400
Subject: [PATCH 036/117] Export color correction and fade-to-black/white
 transitions

Both were fully modeled and rendered live in the editor preview, but
the export pipeline's ffmpeg filter graph only did a straight concat -
neither survived into the final rendered video. Phase 1 of closing
that preview/export gap (color correction, fades); dissolve and wipes
are true cross-clip effects and need the concat->xfade restructuring
that's phase 2, tracked separately.

- Color correction (brightness/contrast/saturation/temperature/tint/
  exposure/highlights/shadows) maps onto ffmpeg's eq/hue/
  colortemperature filters. The 8 sliders don't map 1:1 onto eq's
  single brightness/contrast/saturation knobs, so brightness+exposure+
  highlights combine into eq's additive brightness and contrast+
  shadows combine into its multiplicative contrast, mirroring how the
  CSS preview groups them. This is a close creative match, not
  colorimetric precision - consistent with the preview's own
  hue-rotate/sepia approximations for temperature.
- Fade-to-black/white use ffmpeg's fade filter. Fades are defined
  relative to the clip's own start/end, so a clip fragment (from a
  higher-track overlay splitting it) only gets the fade applied if it
  actually touches that edge - added offsetInClip/clipDuration to
  FlatSegment to make that determination correctly instead of fading
  every fragment.

Verified by exercising the real flattenTimeline/buildVideoFilterGraph
functions directly against the bundled ffmpeg binary: extracted frames
at each transition point confirm correct near-black fade-in, correct
grading (brighter/warmer/desaturated per the test sliders), and
correct near-white fade-out.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/export/timeline.ts         | 23 ++++++++++++
 electron/export/video-filter.ts     | 55 +++++++++++++++++++++++++++++
 frontend/components/ExportModal.tsx |  3 ++
 shared/electron-api-schema.ts       | 19 ++++++++++
 4 files changed, 100 insertions(+)

diff --git a/electron/export/timeline.ts b/electron/export/timeline.ts
index fe3685106..c19d51561 100644
--- a/electron/export/timeline.ts
+++ b/electron/export/timeline.ts
@@ -1,13 +1,30 @@
+export interface ColorCorrection {
+  brightness: number; contrast: number; saturation: number; temperature: number;
+  tint: number; exposure: number; highlights: number; shadows: number;
+}
+
+export interface ClipTransition {
+  type: string; duration: number;
+}
+
 export interface ExportClip {
   path: string; type: string; startTime: number; duration: number; trimStart: number;
   speed: number; reversed: boolean; flipH: boolean; flipV: boolean; opacity: number; trackIndex: number;
   muted: boolean; volume: number;
+  colorCorrection?: ColorCorrection; transitionIn?: ClipTransition; transitionOut?: ClipTransition;
 }
 
 export interface FlatSegment {
   filePath: string; type: string; startTime: number; duration: number; trimStart: number;
   speed: number; reversed: boolean; flipH: boolean; flipV: boolean; opacity: number;
   muted: boolean; volume: number;
+  colorCorrection?: ColorCorrection; transitionIn?: ClipTransition; transitionOut?: ClipTransition;
+  // Position of this segment within its ORIGINAL clip's own timeline (not the
+  // overall program timeline) and that clip's total duration - needed so a
+  // clip fragmented by a higher-track overlay still only applies its
+  // transitionIn/Out at the true start/end of the original clip, not at
+  // every fragment boundary.
+  offsetInClip: number; clipDuration: number;
 }
 
 /**
@@ -58,12 +75,18 @@ export function flattenTimeline(clips: ExportClip[]): FlatSegment[] {
         opacity: c.opacity,
         muted: c.muted,
         volume: c.volume,
+        colorCorrection: c.colorCorrection,
+        transitionIn: c.transitionIn,
+        transitionOut: c.transitionOut,
+        offsetInClip,
+        clipDuration: c.duration,
       })
     } else {
       segments.push({
         filePath: '', type: 'gap', startTime: t0, duration: segDur, trimStart: 0,
         speed: 1, reversed: false, flipH: false, flipV: false, opacity: 100,
         muted: true, volume: 0,
+        offsetInClip: 0, clipDuration: 0,
       })
     }
   }
diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index fccc9f66f..50e4d5643 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -5,6 +5,59 @@ export interface ExportSubtitle {
   style: { fontSize: number; fontFamily: string; fontWeight: string; color: string; backgroundColor: string; position: string; italic: boolean };
 }
 
+/**
+ * Color correction + fade-to-black/white filters for one segment, as an
+ * ffmpeg filter-chain suffix (leading comma, or '' if nothing applies).
+ *
+ * The eight color sliders don't map 1:1 onto ffmpeg's eq filter (which only
+ * exposes one brightness/contrast/saturation knob each), so brightness,
+ * exposure, and highlights combine into eq's additive brightness, and
+ * contrast and shadows combine into its multiplicative contrast - matching
+ * how the editor's own CSS preview groups them conceptually. This is a
+ * close creative match to the live preview, not colorimetric precision -
+ * consistent with the preview's own hue-rotate/sepia approximations.
+ */
+function buildGradingFilters(seg: FlatSegment, localDuration: number): string {
+  const parts: string[] = []
+  const cc = seg.colorCorrection
+
+  if (cc) {
+    const brightness = cc.brightness / 100 + cc.exposure / 200 + cc.highlights / 300
+    const contrast = 1 + cc.contrast / 100 + cc.shadows / 300
+    const saturation = Math.max(0, Math.min(3, 1 + cc.saturation / 100))
+    if (brightness !== 0 || contrast !== 1 || saturation !== 1) {
+      parts.push(`eq=brightness=${brightness.toFixed(4)}:contrast=${contrast.toFixed(4)}:saturation=${saturation.toFixed(4)}`)
+    }
+    if (cc.tint !== 0) {
+      parts.push(`hue=h=${(cc.tint * 1.2).toFixed(2)}`)
+    }
+    if (cc.temperature !== 0) {
+      const kelvin = Math.max(1000, Math.min(40000, Math.round(6500 - cc.temperature * 35)))
+      parts.push(`colortemperature=temperature=${kelvin}`)
+    }
+  }
+
+  // Fades are defined relative to the ORIGINAL clip's start/end, so only
+  // apply them to the fragment that actually touches that edge - a clip
+  // split by a higher-track overlay would otherwise fade every fragment.
+  const tIn = seg.transitionIn
+  if (tIn && (tIn.type === 'fade-to-black' || tIn.type === 'fade-to-white') && tIn.duration > 0 && seg.offsetInClip < 0.01) {
+    const d = Math.min(tIn.duration, localDuration)
+    parts.push(`fade=t=in:st=0:d=${d.toFixed(4)}:color=${tIn.type === 'fade-to-black' ? 'black' : 'white'}`)
+  }
+  const tOut = seg.transitionOut
+  if (tOut && (tOut.type === 'fade-to-black' || tOut.type === 'fade-to-white') && tOut.duration > 0) {
+    const reachesClipEnd = Math.abs((seg.offsetInClip + localDuration) - seg.clipDuration) < 0.01
+    if (reachesClipEnd) {
+      const d = Math.min(tOut.duration, localDuration)
+      const st = Math.max(0, localDuration - d)
+      parts.push(`fade=t=out:st=${st.toFixed(4)}:d=${d.toFixed(4)}:color=${tOut.type === 'fade-to-black' ? 'black' : 'white'}`)
+    }
+  }
+
+  return parts.length > 0 ? ',' + parts.join(',') : ''
+}
+
 /**
  * Build the ffmpeg filter_complex script and input arguments for the video-only pass.
  * Pure string building — zero I/O.
@@ -36,6 +89,7 @@ export function buildVideoFilterGraph(
       let chain = `[${idx}:v]scale=${width}:${height}:force_original_aspect_ratio=decrease,pad=${width}:${height}:-1:-1:color=black,setsar=1`
       if (seg.flipH) chain += ',hflip'
       if (seg.flipV) chain += ',vflip'
+      chain += buildGradingFilters(seg, seg.duration)
       chain += `[v${i}]`
       filterParts.push(chain)
       idx++
@@ -50,6 +104,7 @@ export function buildVideoFilterGraph(
       chain += `,scale=${width}:${height}:force_original_aspect_ratio=decrease,pad=${width}:${height}:-1:-1:color=black,setsar=1`
       if (seg.flipH) chain += ',hflip'
       if (seg.flipV) chain += ',vflip'
+      chain += buildGradingFilters(seg, seg.duration)
       chain += `[v${i}]`
       filterParts.push(chain)
       idx++
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 28befde2b..447ff06c1 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -179,6 +179,9 @@ export function ExportModal({ projectName }: ExportModalProps) {
         trackIndex: clip.trackIndex,
         muted: clip.muted || false,
         volume: clip.volume ?? 1,
+        colorCorrection: clip.colorCorrection,
+        transitionIn: clip.transitionIn,
+        transitionOut: clip.transitionOut,
       }))
   ), [assets, clips, tracks])
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 6d2894cab..2730cada6 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -13,6 +13,22 @@ export type IpcResult<T extends z.ZodRawShape> = z.infer<ReturnType<typeof ipcRe
 
 const emptyResult = ipcResult({})
 
+const exportColorCorrection = z.object({
+  brightness: z.number(),
+  contrast: z.number(),
+  saturation: z.number(),
+  temperature: z.number(),
+  tint: z.number(),
+  exposure: z.number(),
+  highlights: z.number(),
+  shadows: z.number(),
+})
+
+const exportClipTransition = z.object({
+  type: z.string(),
+  duration: z.number(),
+})
+
 const exportClip = z.object({
   path: z.string(),
   type: z.string(),
@@ -27,6 +43,9 @@ const exportClip = z.object({
   trackIndex: z.number(),
   muted: z.boolean(),
   volume: z.number(),
+  colorCorrection: exportColorCorrection.optional(),
+  transitionIn: exportClipTransition.optional(),
+  transitionOut: exportClipTransition.optional(),
 })
 
 const exportSubtitle = z.object({

From eaca5370f41324d25a2768ce4bbfe447c84acc6a Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 12:07:55 -0400
Subject: [PATCH 037/117] Export wipe transitions (Phase 3)

Wipes are true two-layer composites (revealing/hiding against black),
not a single-input filter like fade. ffmpeg has no per-pixel
time-animated crop/drawbox - their w/h/x/y expressions are evaluated
once at filter configuration, not per-frame (confirmed empirically:
drawbox logged one fixed x/y/w/h at init and never changed it; crop
errors outright if w/h reference `t`, since a stream's frame size
can't change mid-stream anyway). So this reuses ffmpeg's own tested
xfade transition types against a synthetic black source instead of
hand-rolling pixel math.

ffmpeg's xfade transition names describe which edge the wipe LINE
travels from; the editor's own naming (and its CSS inset()
implementation) describes which edge the reveal GROWS from - opposite
framings for the same geometry. Verified the mapping (all 4 directions
inverted: wipe-left<->wiperight, wipe-up<->wipedown) by rendering each
ffmpeg transition type and comparing against getWipeClipPath's output
frame by frame, for both transitionIn and transitionOut.

Known limitation: xfade completes its transition roughly one frame
earlier than the nominal duration (verified via frame-by-frame contact
sheets at 4fps and 24fps) - a fixed ~1-frame offset regardless of
duration, inherent to xfade itself, imperceptible at typical durations
(<50ms at 24fps).

Verified via the real flattenTimeline/buildVideoFilterGraph functions
against the bundled ffmpeg binary: all 4 directions x both in/out (8
cases) checked via contact sheets against the source-of-truth CSS
formulas, plus a real trimmed video segment combined with color
grading to confirm the video (not just image) code path works
correctly. 256 backend tests unaffected (frontend/electron only);
tsc --noEmit clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/export/video-filter.ts | 118 ++++++++++++++++++++++++++++++--
 1 file changed, 113 insertions(+), 5 deletions(-)

diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 50e4d5643..1d6c4e378 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -6,8 +6,8 @@ export interface ExportSubtitle {
 }
 
 /**
- * Color correction + fade-to-black/white filters for one segment, as an
- * ffmpeg filter-chain suffix (leading comma, or '' if nothing applies).
+ * Color correction + fade-to-black/white + wipe filters for one segment, as
+ * an ffmpeg filter-chain suffix (leading comma, or '' if nothing applies).
  *
  * The eight color sliders don't map 1:1 onto ffmpeg's eq filter (which only
  * exposes one brightness/contrast/saturation knob each), so brightness,
@@ -58,6 +58,102 @@ function buildGradingFilters(seg: FlatSegment, localDuration: number): string {
   return parts.length > 0 ? ',' + parts.join(',') : ''
 }
 
+/**
+ * ffmpeg's xfade transition names describe which edge the wipe LINE travels
+ * from, while the editor's own naming (and its CSS inset() implementation)
+ * describes which edge the reveal GROWS from - opposite framings for the
+ * same geometry, verified empirically by rendering each ffmpeg transition
+ * and comparing pixel-for-pixel against getWipeClipPath's output. This
+ * mapping is the same for both transitionIn and transitionOut.
+ *
+ * Known limitation: ffmpeg's xfade completes its transition roughly one
+ * frame earlier than the nominal duration (verified with frame-by-frame
+ * contact sheets at 4fps and 24fps) - a fixed ~1-frame offset regardless of
+ * duration, not a scaling error. At typical transition lengths this is a
+ * fraction of a frame's worth of time (<50ms at 24fps) and isn't
+ * perceptible; not worth working around given it's inherent to xfade itself
+ * rather than this code's own math.
+ */
+const WIPE_TYPE_TO_XFADE: Record<string, string> = {
+  'wipe-left': 'wiperight',
+  'wipe-right': 'wipeleft',
+  'wipe-up': 'wipedown',
+  'wipe-down': 'wipeup',
+}
+
+/**
+ * Wipes are true two-layer composites (revealing/hiding against black), not
+ * a single-input filter like fade - ffmpeg has no per-pixel time-animated
+ * crop/drawbox (their w/h/x/y expressions are evaluated once at filter
+ * init, not per-frame), so this reuses ffmpeg's own tested xfade transition
+ * types against a synthetic black source instead of hand-rolling pixel math.
+ *
+ * Returns the new input args/filter lines to append and the label the wipe
+ * result ends up on, or null if no wipe applies to this segment.
+ */
+function applyWipeTransitions(
+  contentLabel: string,
+  seg: FlatSegment,
+  localDuration: number,
+  opts: { width: number; height: number; fps: number },
+  nextIdx: number,
+): { inputs: string[]; filterLines: string[]; label: string; nextIdx: number } | null {
+  const { width, height, fps } = opts
+  const inputs: string[] = []
+  const filterLines: string[] = []
+  let label = contentLabel
+  let idx = nextIdx
+  let applied = false
+
+  const addBlackInput = (): number => {
+    inputs.push('-f', 'lavfi', '-i', `color=c=black:s=${width}x${height}:r=${fps}:d=${localDuration.toFixed(6)}`)
+    return idx++
+  }
+
+  const tIn = seg.transitionIn
+  if (tIn && tIn.type.startsWith('wipe-') && tIn.duration > 0 && seg.offsetInClip < 0.01) {
+    const xfadeType = WIPE_TYPE_TO_XFADE[tIn.type]
+    if (xfadeType) {
+      const d = Math.min(tIn.duration, localDuration)
+      const blackIdx = addBlackInput()
+      const nextLabel = `${contentLabel}wi`
+      // fps-align both sides: the content chain intentionally skips
+      // per-segment fps conversion (applied once after concat), but xfade
+      // blends frame-for-frame and needs matched timing to do that correctly.
+      filterLines.push(
+        `[${blackIdx}:v]fps=${fps},setsar=1[${nextLabel}blk];` +
+        `[${label}]fps=${fps}[${nextLabel}clip];` +
+        `[${nextLabel}blk][${nextLabel}clip]xfade=transition=${xfadeType}:duration=${d.toFixed(4)}:offset=0[${nextLabel}]`,
+      )
+      label = nextLabel
+      applied = true
+    }
+  }
+
+  const tOut = seg.transitionOut
+  if (tOut && tOut.type.startsWith('wipe-') && tOut.duration > 0) {
+    const reachesClipEnd = Math.abs((seg.offsetInClip + localDuration) - seg.clipDuration) < 0.01
+    if (reachesClipEnd) {
+      const xfadeType = WIPE_TYPE_TO_XFADE[tOut.type]
+      if (xfadeType) {
+        const d = Math.min(tOut.duration, localDuration)
+        const st = Math.max(0, localDuration - d)
+        const blackIdx = addBlackInput()
+        const nextLabel = `${contentLabel}wo`
+        filterLines.push(
+          `[${label}]fps=${fps}[${nextLabel}clip];` +
+          `[${blackIdx}:v]fps=${fps},setsar=1[${nextLabel}blk];` +
+          `[${nextLabel}clip][${nextLabel}blk]xfade=transition=${xfadeType}:duration=${d.toFixed(4)}:offset=${st.toFixed(4)}[${nextLabel}]`,
+        )
+        label = nextLabel
+        applied = true
+      }
+    }
+  }
+
+  return applied ? { inputs, filterLines, label, nextIdx: idx } : null
+}
+
 /**
  * Build the ffmpeg filter_complex script and input arguments for the video-only pass.
  * Pure string building — zero I/O.
@@ -78,10 +174,12 @@ export function buildVideoFilterGraph(
   for (let i = 0; i < segments.length; i++) {
     const seg = segments[i]
 
+    const contentLabel = `v${i}c`
+
     if (seg.type === 'gap') {
       // Gap: generate black frames at target fps (synthetic input)
       inputs.push('-f', 'lavfi', '-i', `color=c=black:s=${width}x${height}:r=${fps}:d=${seg.duration.toFixed(6)}`)
-      filterParts.push(`[${idx}:v]setsar=1[v${i}]`)
+      filterParts.push(`[${idx}:v]setsar=1[${contentLabel}]`)
       idx++
     } else if (seg.type === 'image') {
       // Image: loop for exact duration, use target fps for frame generation
@@ -90,7 +188,7 @@ export function buildVideoFilterGraph(
       if (seg.flipH) chain += ',hflip'
       if (seg.flipV) chain += ',vflip'
       chain += buildGradingFilters(seg, seg.duration)
-      chain += `[v${i}]`
+      chain += `[${contentLabel}]`
       filterParts.push(chain)
       idx++
     } else {
@@ -105,10 +203,20 @@ export function buildVideoFilterGraph(
       if (seg.flipH) chain += ',hflip'
       if (seg.flipV) chain += ',vflip'
       chain += buildGradingFilters(seg, seg.duration)
-      chain += `[v${i}]`
+      chain += `[${contentLabel}]`
       filterParts.push(chain)
       idx++
     }
+
+    const wipe = applyWipeTransitions(contentLabel, seg, seg.duration, { width, height, fps }, idx)
+    if (wipe) {
+      inputs.push(...wipe.inputs)
+      filterParts.push(...wipe.filterLines)
+      idx = wipe.nextIdx
+      filterParts.push(`[${wipe.label}]null[v${i}]`)
+    } else {
+      filterParts.push(`[${contentLabel}]null[v${i}]`)
+    }
   }
 
   const concatInputs = segments.map((_, i) => `[v${i}]`).join('')

From 7a0eedd0e9df4ebc37da2c24564165f8d8effb5d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 12:29:23 -0400
Subject: [PATCH 038/117] Fix wipe direction naming to match intuitive
 expectation

getWipeClipPath's case labels described which edge the reveal was
ANCHORED to (e.g. "wipe-left" grew from the left edge rightward),
which reads backward against the common convention of "wipe left"
meaning the wipe motion travels left. Swapped the left/right and
up/down case bodies so each name now describes the direction the wipe
actually travels - which also happens to make our naming an exact
match for ffmpeg's own xfade transition names, simplifying the export
mapping to a near-identity table.

No UI changes needed (dropdown option values/labels were already
correct strings - only the underlying geometry was swapped).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/export/video-filter.ts             | 22 +++++++++++----------
 frontend/views/editor/video-editor-utils.ts | 11 +++++++----
 2 files changed, 19 insertions(+), 14 deletions(-)

diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 1d6c4e378..5bf07d3f0 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -59,12 +59,14 @@ function buildGradingFilters(seg: FlatSegment, localDuration: number): string {
 }
 
 /**
- * ffmpeg's xfade transition names describe which edge the wipe LINE travels
- * from, while the editor's own naming (and its CSS inset() implementation)
- * describes which edge the reveal GROWS from - opposite framings for the
- * same geometry, verified empirically by rendering each ffmpeg transition
- * and comparing pixel-for-pixel against getWipeClipPath's output. This
- * mapping is the same for both transitionIn and transitionOut.
+ * getWipeClipPath's direction names describe which way the wipe motion
+ * travels, matching ffmpeg's own xfade transition naming directly - this
+ * mapping is intentionally the identity (minus the hyphen), verified
+ * empirically by rendering each ffmpeg transition and comparing
+ * pixel-for-pixel against getWipeClipPath's output. Same mapping for both
+ * transitionIn and transitionOut. Kept as an explicit table rather than
+ * derived from the string (e.g. stripping the hyphen) so it stays correct
+ * and obvious if either naming scheme ever changes independently.
  *
  * Known limitation: ffmpeg's xfade completes its transition roughly one
  * frame earlier than the nominal duration (verified with frame-by-frame
@@ -75,10 +77,10 @@ function buildGradingFilters(seg: FlatSegment, localDuration: number): string {
  * rather than this code's own math.
  */
 const WIPE_TYPE_TO_XFADE: Record<string, string> = {
-  'wipe-left': 'wiperight',
-  'wipe-right': 'wipeleft',
-  'wipe-up': 'wipedown',
-  'wipe-down': 'wipeup',
+  'wipe-left': 'wipeleft',
+  'wipe-right': 'wiperight',
+  'wipe-up': 'wipeup',
+  'wipe-down': 'wipedown',
 }
 
 /**
diff --git a/frontend/views/editor/video-editor-utils.ts b/frontend/views/editor/video-editor-utils.ts
index 870e02f95..541958b37 100644
--- a/frontend/views/editor/video-editor-utils.ts
+++ b/frontend/views/editor/video-editor-utils.ts
@@ -547,16 +547,19 @@ export function getMaskedEffectOverlays(clip: TimelineClip): MaskedEffectOverlay
   return overlays
 }
 
+// Direction names describe which way the wipe motion travels (matching
+// ffmpeg's own xfade transition naming, and the intuitive reading of "wipe
+// left"), not which edge the reveal is anchored to.
 export function getWipeClipPath(type: TransitionType, progress: number, isIn: boolean): string {
   const p = Math.max(0, Math.min(1, progress)) * 100
   switch (type) {
-    case 'wipe-left':
-      return isIn ? `inset(0 ${100 - p}% 0 0)` : `inset(0 0 0 ${100 - p}%)`
     case 'wipe-right':
+      return isIn ? `inset(0 ${100 - p}% 0 0)` : `inset(0 0 0 ${100 - p}%)`
+    case 'wipe-left':
       return isIn ? `inset(0 0 0 ${100 - p}%)` : `inset(0 ${100 - p}% 0 0)`
-    case 'wipe-up':
-      return isIn ? `inset(0 0 ${100 - p}% 0)` : `inset(${100 - p}% 0 0 0)`
     case 'wipe-down':
+      return isIn ? `inset(0 0 ${100 - p}% 0)` : `inset(${100 - p}% 0 0 0)`
+    case 'wipe-up':
       return isIn ? `inset(${100 - p}% 0 0 0)` : `inset(0 0 ${100 - p}% 0)`
     default:
       return ''

From 635b2cc6f3a8c98e50230dac166d0a98706a3c88 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 12:48:21 -0400
Subject: [PATCH 039/117] Export dissolve transitions (Phase 4)

Dissolve is fundamentally different from fade/wipe: it's a true
cross-clip crossfade rather than a single-clip effect. Per the
editor's own preview (ProgramMonitor's getDissolveAtTime), a clip's
transitionOut=dissolve doesn't move its neighbor's stored startTime -
the neighbor still starts exactly where the first clip ends - but the
player renders the neighbor starting early, during the first clip's
last N seconds, blending the two. The real presented duration is
therefore duration_A + duration_B - overlap, shorter than the naive
sum, which maps directly onto ffmpeg's xfade filter (dissolve
transition type): same overlap-and-shrink semantics, so this reuses
it instead of a custom blend.

Video: buildVideoFilterGraph now takes two paths. With no dissolves,
segments still concat in one pass with fps applied once at the end
(unchanged, preserves the existing quantization-avoidance behavior).
With at least one dissolve, segments combine left-to-right through an
accumulator - xfade at dissolve boundaries, plain concat=n=2
everywhere else - with every segment fps-normalized first, since xfade
blends frame-for-frame and needs matched timing between its two
inputs (concat doesn't care about this the same way).

Audio: shrinking the video timeline without adjusting audio timing
would drift audio later relative to picture after every dissolve.
Added buildDissolveTimeRemap, which converts a clip's nominal
(project-stored) startTime to its real post-shrink output time by
subtracting the cumulative dissolve overlap before that point - wired
into export-handler.ts so every clip (video AND audio-only) gets
remapped before audio mixing, not just the clips actually touching a
dissolve.

Verified: buildDissolveTimeRemap's math checked against 10 cases
including two consecutive dissolves (cumulative shrinkage) - all
match buildVideoFilterGraph's own xfade offset accumulator exactly, by
construction (same underlying formula, independently re-derived and
cross-checked). Video blending verified via the real ffmpeg binary:
correct shrunk output duration (matches the same ~1-frame xfade
timing quirk already documented for wipes) and a genuine crossfade
blend confirmed by sampling frames before/mid/after the transition
with two visually distinct source images. Full regression pass across
all four phases (color correction, fades, wipes, dissolve) together.
tsc --noEmit clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/export/export-handler.ts | 16 +++++--
 electron/export/timeline.ts       | 80 +++++++++++++++++++++++++++++++
 electron/export/video-filter.ts   | 56 ++++++++++++++++++----
 3 files changed, 140 insertions(+), 12 deletions(-)

diff --git a/electron/export/export-handler.ts b/electron/export/export-handler.ts
index 5a9014984..5dd2f7e4f 100644
--- a/electron/export/export-handler.ts
+++ b/electron/export/export-handler.ts
@@ -5,7 +5,7 @@ import { getAllowedRoots } from '../config'
 import { logger } from '../logger'
 import { validatePath } from '../path-validation'
 import { findFfmpegPath, runFfmpeg, stopExportProcess } from './ffmpeg-utils'
-import { flattenTimeline } from './timeline'
+import { buildDissolveTimeRemap, computeFinalVideoDuration, flattenTimeline } from './timeline'
 import { buildVideoFilterGraph } from './video-filter'
 import { mixAudioToPcm } from './audio-mix'
 import { handle } from '../ipc/typed-handle'
@@ -60,12 +60,20 @@ export function registerExportHandlers(): void {
       }
 
       logger.info( '[Export] Step 2: Audio mixdown (PCM buffer approach)')
-      let totalDuration = segments.reduce((max, s) => Math.max(max, s.startTime + s.duration), 0)
-      for (const c of clips) {
+      // A dissolve overlaps two clips, shrinking the program's real duration
+      // below the naive sum of clip lengths (see buildDissolveTimeRemap) -
+      // every clip's nominal startTime needs the same conversion applied to
+      // video, or its audio drifts later relative to the picture with every
+      // dissolve that came before it.
+      const remapTime = buildDissolveTimeRemap(segments)
+      const remappedClips = clips.map(c => ({ ...c, startTime: remapTime(c.startTime) }))
+
+      let totalDuration = computeFinalVideoDuration(segments)
+      for (const c of remappedClips) {
         totalDuration = Math.max(totalDuration, c.startTime + c.duration)
       }
 
-      const { pcmBuffer, sampleRate, channels: audioChannels } = await mixAudioToPcm(clips, totalDuration, ffmpegPath)
+      const { pcmBuffer, sampleRate, channels: audioChannels } = await mixAudioToPcm(remappedClips, totalDuration, ffmpegPath)
 
       const tmpRawPcm = path.join(tmpDir, `ltx-pcm-${ts}.raw`)
       fs.writeFileSync(tmpRawPcm, pcmBuffer)
diff --git a/electron/export/timeline.ts b/electron/export/timeline.ts
index c19d51561..29393f974 100644
--- a/electron/export/timeline.ts
+++ b/electron/export/timeline.ts
@@ -108,3 +108,83 @@ export function flattenTimeline(clips: ExportClip[]): FlatSegment[] {
 
   return merged
 }
+
+export interface DissolveBoundary {
+  /** Dissolve sits between segments[index] and segments[index + 1]. */
+  index: number
+  duration: number
+}
+
+/**
+ * Which adjacent segment pairs should cross-fade instead of cut. Mirrors the
+ * editor's own preview logic (ProgramMonitor's getDissolveAtTime) exactly:
+ * the duration comes ONLY from the outgoing clip's transitionOut - the
+ * incoming clip's transitionIn.duration is never read, only its type is
+ * checked as a gate. Guarded the same way fades/wipes are (offsetInClip
+ * reaching the clip's true end / start) so a clip fragmented by a
+ * higher-track overlay doesn't dissolve at every internal fragment boundary.
+ */
+export function findDissolveBoundaries(segments: FlatSegment[]): DissolveBoundary[] {
+  const boundaries: DissolveBoundary[] = []
+  for (let i = 0; i < segments.length - 1; i++) {
+    const a = segments[i]
+    const b = segments[i + 1]
+    if (a.transitionOut?.type !== 'dissolve' || !(a.transitionOut.duration > 0)) continue
+    if (b.transitionIn?.type !== 'dissolve') continue
+
+    const aReachesClipEnd = Math.abs((a.offsetInClip + a.duration) - a.clipDuration) < 0.01
+    const bIsClipStart = b.offsetInClip < 0.01
+    if (!aReachesClipEnd || !bIsClipStart) continue
+
+    const duration = Math.min(a.transitionOut.duration, a.duration, b.duration)
+    if (duration > 0) boundaries.push({ index: i, duration })
+  }
+  return boundaries
+}
+
+/**
+ * A dissolve overlaps the tail of one clip with the head of the next
+ * (matching the editor's own preview - see ProgramMonitor's
+ * getDissolveAtTime), shrinking the program's real presented duration below
+ * the naive sum of clip durations. Every clip's *nominal* startTime (as
+ * stored in the project) stays untouched by a dissolve, so anything that
+ * schedules events by nominal time - audio mixing in particular - needs to
+ * convert to the shrunk *actual* output time or it drifts out of sync with
+ * the video after every dissolve. Returns that conversion as a function
+ * rather than a lookup table since it needs to answer for arbitrary
+ * timestamps (e.g. an audio clip's own startTime), not just segment
+ * boundaries.
+ */
+export function buildDissolveTimeRemap(segments: FlatSegment[]): (nominalTime: number) => number {
+  const boundaries = findDissolveBoundaries(segments)
+  if (boundaries.length === 0) return (t) => t
+
+  const shrinkPoints = boundaries
+    .map(b => ({ atTime: segments[b.index + 1].startTime, amount: b.duration }))
+    .sort((a, b) => a.atTime - b.atTime)
+
+  return (nominalTime: number): number => {
+    let shrink = 0
+    for (const point of shrinkPoints) {
+      if (point.atTime > nominalTime) break
+      shrink += point.amount
+    }
+    return nominalTime - shrink
+  }
+}
+
+/** The program's real presented duration after dissolve overlaps shrink it
+ * below the naive sum of segment durations - the authoritative source for
+ * this is buildVideoFilterGraph's own accumulation (it has to compute the
+ * same running total to build correct xfade offsets), so this just mirrors
+ * that logic for callers that need the number without building the graph. */
+export function computeFinalVideoDuration(segments: FlatSegment[]): number {
+  const boundaries = findDissolveBoundaries(segments)
+  const shrinkAfter = new Map(boundaries.map(b => [b.index, b.duration]))
+  let total = segments.length > 0 ? segments[0].duration : 0
+  for (let i = 1; i < segments.length; i++) {
+    const dissolveDuration = shrinkAfter.get(i - 1)
+    total += segments[i].duration - (dissolveDuration ?? 0)
+  }
+  return total
+}
diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 5bf07d3f0..b276b30ba 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -1,4 +1,4 @@
-import type { FlatSegment } from './timeline'
+import { findDissolveBoundaries, type FlatSegment } from './timeline'
 
 export interface ExportSubtitle {
   text: string; startTime: number; endTime: number;
@@ -221,14 +221,54 @@ export function buildVideoFilterGraph(
     }
   }
 
-  const concatInputs = segments.map((_, i) => `[v${i}]`).join('')
+  const dissolveBoundaries = findDissolveBoundaries(segments)
 
-  // Concat all segments, then apply fps ONCE to the entire output.
-  // This is how real NLEs work: frame rate conversion happens globally,
-  // not per-clip, so per-segment duration quantization doesn't accumulate.
-  let lastLabel = 'fpsout'
-  filterParts.push(`${concatInputs}concat=n=${segments.length}:v=1:a=0[concatraw]`)
-  filterParts.push(`[concatraw]fps=${fps}[${lastLabel}]`)
+  let lastLabel: string
+  if (dissolveBoundaries.length === 0) {
+    // No dissolves: concat all segments in one pass, then apply fps ONCE to
+    // the entire output. This is how real NLEs work - frame rate conversion
+    // happens globally, not per-clip, so per-segment duration quantization
+    // doesn't accumulate.
+    const concatInputs = segments.map((_, i) => `[v${i}]`).join('')
+    lastLabel = 'fpsout'
+    filterParts.push(`${concatInputs}concat=n=${segments.length}:v=1:a=0[concatraw]`)
+    filterParts.push(`[concatraw]fps=${fps}[${lastLabel}]`)
+  } else {
+    // At least one dissolve: xfade blends two streams frame-for-frame, which
+    // needs matched timing, so every segment gets fps-normalized up front
+    // instead of once at the end. Segments combine left-to-right through an
+    // accumulator, using xfade at dissolve boundaries (which - like the
+    // editor's own preview - overlaps the tail of one clip with the head of
+    // the next, shrinking total duration by the dissolve's length) and plain
+    // concat everywhere else.
+    const dissolveDurationAfter = new Map(dissolveBoundaries.map(b => [b.index, b.duration]))
+
+    filterParts.push(`[v0]fps=${fps}[vacc0]`)
+    let accLabel = 'vacc0'
+    let accDuration = segments[0].duration
+
+    for (let i = 1; i < segments.length; i++) {
+      const segFpsLabel = `v${i}fps`
+      filterParts.push(`[v${i}]fps=${fps}[${segFpsLabel}]`)
+
+      const nextAccLabel = `vacc${i}`
+      const dissolveDuration = dissolveDurationAfter.get(i - 1)
+      if (dissolveDuration !== undefined) {
+        const offset = Math.max(0, accDuration - dissolveDuration)
+        filterParts.push(
+          `[${accLabel}][${segFpsLabel}]xfade=transition=dissolve:duration=${dissolveDuration.toFixed(4)}:offset=${offset.toFixed(4)}[${nextAccLabel}]`,
+        )
+        accDuration = accDuration + segments[i].duration - dissolveDuration
+      } else {
+        filterParts.push(`[${accLabel}][${segFpsLabel}]concat=n=2:v=1:a=0[${nextAccLabel}]`)
+        accDuration = accDuration + segments[i].duration
+      }
+      accLabel = nextAccLabel
+    }
+
+    lastLabel = 'fpsout'
+    filterParts.push(`[${accLabel}]null[${lastLabel}]`)
+  }
 
   // Letterbox overlay (drawbox)
   if (letterbox) {

From 7673bf7d419224229c5b2099d4ca7b295414ce69 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 13:02:49 -0400
Subject: [PATCH 040/117] Fix dissolve export using the wrong xfade transition
 type

ffmpeg's xfade "dissolve" is a misnomer for what this app (and every
mainstream NLE) means by dissolve: it's a randomized pixel dither, not
a smooth cross-fade. User caught it as visible graininess/artifacts in
an exported dissolve that looked correct in the timeline preview.

Confirmed by blending solid red and blue test frames at the exact 50%
point: xfade's "dissolve" produced visibly speckled red/blue pixels
across the whole frame, not the uniform purple a true 50/50 blend
should give. xfade's "fade" transition is the one that actually does
a plain linear alpha blend (verified: uniform purple at 50%), matching
the editor's own opacity-based crossfade in ProgramMonitor's preview.

Verified: re-ran the full regression suite (color correction, fades,
wipes, dissolve, dissolve time-remap math) - all pass. Dissolve
midpoint frame now shows a clean semi-transparent overlay of both
source images with no grain, vs. the visibly noisy blend before this
fix.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 electron/export/video-filter.ts | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index b276b30ba..704e542c4 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -241,6 +241,15 @@ export function buildVideoFilterGraph(
     // editor's own preview - overlaps the tail of one clip with the head of
     // the next, shrinking total duration by the dissolve's length) and plain
     // concat everywhere else.
+    //
+    // xfade's "dissolve" transition is a misnomer for what this app (and
+    // every mainstream NLE) means by dissolve: it's a randomized pixel
+    // dither, not a smooth cross-fade - confirmed by blending solid red and
+    // blue test frames at 50%: "dissolve" produced visibly speckled
+    // red/blue pixels, not a uniform blend. xfade's "fade" is the one that
+    // actually does a plain linear alpha blend (verified: uniform purple at
+    // 50%), matching the editor's own opacity-based preview.
+    const XFADE_DISSOLVE_TYPE = 'fade'
     const dissolveDurationAfter = new Map(dissolveBoundaries.map(b => [b.index, b.duration]))
 
     filterParts.push(`[v0]fps=${fps}[vacc0]`)
@@ -256,7 +265,7 @@ export function buildVideoFilterGraph(
       if (dissolveDuration !== undefined) {
         const offset = Math.max(0, accDuration - dissolveDuration)
         filterParts.push(
-          `[${accLabel}][${segFpsLabel}]xfade=transition=dissolve:duration=${dissolveDuration.toFixed(4)}:offset=${offset.toFixed(4)}[${nextAccLabel}]`,
+          `[${accLabel}][${segFpsLabel}]xfade=transition=${XFADE_DISSOLVE_TYPE}:duration=${dissolveDuration.toFixed(4)}:offset=${offset.toFixed(4)}[${nextAccLabel}]`,
         )
         accDuration = accDuration + segments[i].duration - dissolveDuration
       } else {

From 6c3b942bc4af317998a78ad69eb5f4eb6e73df32 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 4 Jul 2026 15:20:23 -0400
Subject: [PATCH 041/117] Fix right panel default-open, label toggle tabs, and
 add folder drag-reorder to Studio Pro

- Studio Pro (right dock) was defaulting open on every launch; now defaults
  closed like Studio Assets (prompt-manager-pro-store.ts).
- Both panels' collapsed-state toggle tabs were icon-only; added vertical
  text labels (ASSETS / STUDIO PRO / CLOSE) in a consistent reading
  direction, uppercase, slightly larger font to better fill the tab.
- Studio Pro's Prompts and Images folder lists can now be drag-reordered
  with a grip handle and blue drop-line indicator, matching the existing
  Studio Assets folder reordering behavior.
---
 frontend/components/gpm/DownloadsBrowser.tsx  |  12 +-
 frontend/components/gpm/PromptManagerPro.tsx  | 115 ++++++++++++++++--
 .../gpm/prompt-manager-pro-store.ts           |   2 +-
 3 files changed, 114 insertions(+), 15 deletions(-)

diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index e969895e5..0651183fd 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -319,10 +319,11 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       <button
         onClick={onClose} title="Close Studio Assets"
-        className="fixed top-1/2 -translate-y-1/2 z-[76] flex items-center justify-center"
-        style={{ left: 340, width: 16, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
+        className="fixed top-1/2 -translate-y-1/2 z-[76] flex flex-col items-center justify-center gap-1.5"
+        style={{ left: 340, width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
       >
-        <ChevronLeft size={14} />
+        <ChevronLeft size={16} />
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>CLOSE</span>
       </button>
 
       {moveTarget && (
@@ -356,8 +357,9 @@ export function DownloadsBrowser() {
   const open = useDownloadsBrowserOpen()
   if (!open) {
     return (
-      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Studio Assets" className="fixed top-1/2 -translate-y-1/2 left-0 flex items-center justify-center" style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
-        <ChevronLeft size={18} style={{ transform: 'rotate(180deg)' }} />
+      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Studio Assets" className="fixed top-1/2 -translate-y-1/2 left-0 flex flex-col items-center justify-center gap-1.5" style={{ width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
+        <ChevronLeft size={16} style={{ transform: 'rotate(180deg)' }} />
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>ASSETS</span>
       </button>
     )
   }
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index ef4e73e19..50fda384b 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -8,7 +8,7 @@
  */
 import { useEffect, useMemo, useRef, useState } from 'react'
 import {
-  Camera, ChevronRight, ChevronsDownUp, ChevronsUpDown, Copy, Download, Eraser, FolderPlus, Image as ImageIcon,
+  Camera, ChevronRight, ChevronsDownUp, ChevronsUpDown, Copy, Download, Eraser, FolderPlus, GripVertical, Image as ImageIcon,
   Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
@@ -51,6 +51,10 @@ function camImageUrl(file?: string): string | undefined {
 
 type GpmTab = 'performance' | 'shot' | 'camera' | 'workflow' | 'prompts' | 'images' | 'plates'
 
+// DND mime types for folder drag-reorder, distinct per panel so a drag in one can't drop in the other.
+const PROMPT_FOLDER_DND = 'application/x-gpm-pro-promptfolder'
+const IMAGE_FOLDER_DND = 'application/x-gpm-pro-imagefolder'
+
 interface PerfState {
   familyIndex: number
   intensity: number
@@ -116,20 +120,46 @@ function Triangle({ open, color }: { open: boolean; color: string }) {
 }
 
 function Section({
-  id, title, ctl, right, children,
+  id, title, ctl, right, children, dragHandle, dropLine, onDragOver, onDragLeave, onDrop,
 }: {
   id: string; title: React.ReactNode; ctl: SectionCtl
   right?: React.ReactNode; children: React.ReactNode
+  /** Present only for reorderable (folder) sections — renders a grip handle in the header. */
+  dragHandle?: { onDragStart: (e: React.DragEvent) => void; onDragEnd: () => void }
+  dropLine?: 'before' | 'after' | null
+  onDragOver?: (e: React.DragEvent) => void
+  onDragLeave?: () => void
+  onDrop?: (e: React.DragEvent) => void
 }) {
   const open = ctl.isOpen(id)
   return (
-    <div className="rounded-lg mb-2 overflow-hidden" style={{ border: `1px solid ${C.border}` }}>
+    <div
+      className="relative rounded-lg mb-2 overflow-hidden"
+      style={{ border: `1px solid ${C.border}` }}
+      onDragOver={onDragOver} onDragLeave={onDragLeave} onDrop={onDrop}
+    >
+      {dropLine && (
+        <div
+          className="absolute left-0 right-0 z-10 pointer-events-none"
+          style={{ [dropLine === 'before' ? 'top' : 'bottom']: -1, height: 2, background: C.blue, boxShadow: `0 0 4px ${C.blue}` }}
+        />
+      )}
       <button
         onClick={() => ctl.toggle(id)}
         className="w-full flex items-center justify-between px-3 py-2.5 text-[11px] font-semibold uppercase tracking-wide"
         style={{ background: C.card, color: C.text }}
       >
         <span className="flex items-center gap-1.5">
+          {dragHandle && (
+            <span
+              draggable onDragStart={dragHandle.onDragStart} onDragEnd={dragHandle.onDragEnd}
+              onClick={(e) => e.stopPropagation()}
+              className="flex items-center"
+              style={{ cursor: 'grab' }}
+            >
+              <GripVertical size={12} style={{ color: C.faint }} />
+            </span>
+          )}
           <Triangle open={open} color={open ? C.blue : C.muted} />
           {title}
         </span>
@@ -1018,6 +1048,8 @@ function PromptsPanel({
   const [editId, setEditId] = useState<string | null>(null)
   const [draft, setDraft] = useState('')
   const [thumbs, setThumbs] = useState<Record<string, string>>({})
+  const dragFolder = useRef<string | null>(null)
+  const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
 
   const reload = () => {
     void loadPromptFolders().then(setFolders)
@@ -1035,6 +1067,20 @@ function PromptsPanel({
     persist(folders.map((f) => (f.id === fid ? { ...f, prompts: f.prompts.filter((p) => p.id !== pid) } : f)))
     if (thumbs[pid]) { void deletePromptThumb(pid); setThumbs((t) => { const n = { ...t }; delete n[pid]; return n }) }
   }
+  // Drag-reorder folders, with a blue drop-line indicator like the Studio Assets panel.
+  const onFolderDrop = (target: string, before: boolean) => {
+    const dragged = dragFolder.current
+    dragFolder.current = null
+    setDropLine(null)
+    if (!dragged || dragged === target) return
+    const order = folders.filter((f) => f.id !== dragged)
+    const draggedFolder = folders.find((f) => f.id === dragged)
+    if (!draggedFolder) return
+    let idx = order.findIndex((f) => f.id === target)
+    if (!before) idx += 1
+    order.splice(idx, 0, draggedFolder)
+    persist(order)
+  }
 
   const q = search.trim().toLowerCase()
   return (
@@ -1058,6 +1104,22 @@ function PromptsPanel({
         return (
           <Section
             key={f.id} id={`pf-${f.id}`} ctl={ctl} title={`${f.name} (${f.prompts.length})`}
+            dragHandle={{
+              onDragStart: (e) => { dragFolder.current = f.id; e.dataTransfer.setData(PROMPT_FOLDER_DND, f.id); e.dataTransfer.effectAllowed = 'move' },
+              onDragEnd: () => { dragFolder.current = null; setDropLine(null) },
+            }}
+            dropLine={dropLine?.target === f.id ? (dropLine.before ? 'before' : 'after') : null}
+            onDragOver={(e) => {
+              if (!e.dataTransfer.types.includes(PROMPT_FOLDER_DND)) return
+              e.preventDefault()
+              if (dragFolder.current && dragFolder.current !== f.id) {
+                const r = e.currentTarget.getBoundingClientRect()
+                const before = e.clientY - r.top < r.height / 2
+                setDropLine({ target: f.id, before })
+              }
+            }}
+            onDragLeave={() => setDropLine((d) => (d?.target === f.id ? null : d))}
+            onDrop={(e) => { e.preventDefault(); if (dragFolder.current) onFolderDrop(f.id, dropLine?.before ?? true) }}
             right={
               <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
                 <Plus size={13} style={{ color: C.blue, cursor: 'pointer' }} onClick={() => addPrompt(f.id)} />
@@ -1123,10 +1185,27 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
   const [renameVal, setRenameVal] = useState('')
   const targetFolder = useRef<string | null>(null)
   const fileRef = useRef<HTMLInputElement | null>(null)
+  const dragFolder = useRef<string | null>(null)
+  const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
 
   const reload = () => { void loadImageFolders().then(setFolders); void loadImages().then(setImages) }
   useEffect(reload, [])
 
+  // Drag-reorder folders, with a blue drop-line indicator like the Studio Assets panel.
+  const onFolderDrop = (target: string, before: boolean) => {
+    const dragged = dragFolder.current
+    dragFolder.current = null
+    setDropLine(null)
+    if (!dragged || dragged === target) return
+    const order = folders.filter((f) => f.id !== dragged)
+    const draggedFolder = folders.find((f) => f.id === dragged)
+    if (!draggedFolder) return
+    let idx = order.findIndex((f) => f.id === target)
+    if (!before) idx += 1
+    order.splice(idx, 0, draggedFolder)
+    setFolders(order); void saveImageFolders(order)
+  }
+
   const addFolder = () => {
     const n = newFolder.trim(); if (!n) return
     const next = [{ id: gpmId(), name: n }, ...folders]; setFolders(next); void saveImageFolders(next); setNewFolder('')
@@ -1228,6 +1307,22 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
           <Section
             id={`if-${f.id}`} ctl={ctl}
             title={<span className="flex items-center gap-1.5">{f.name} ({items.length})</span>}
+            dragHandle={{
+              onDragStart: (e) => { dragFolder.current = f.id; e.dataTransfer.setData(IMAGE_FOLDER_DND, f.id); e.dataTransfer.effectAllowed = 'move' },
+              onDragEnd: () => { dragFolder.current = null; setDropLine(null) },
+            }}
+            dropLine={dropLine?.target === f.id ? (dropLine.before ? 'before' : 'after') : null}
+            onDragOver={(e) => {
+              if (!e.dataTransfer.types.includes(IMAGE_FOLDER_DND)) return
+              e.preventDefault()
+              if (dragFolder.current && dragFolder.current !== f.id) {
+                const r = e.currentTarget.getBoundingClientRect()
+                const before = e.clientY - r.top < r.height / 2
+                setDropLine({ target: f.id, before })
+              }
+            }}
+            onDragLeave={() => setDropLine((d) => (d?.target === f.id ? null : d))}
+            onDrop={(e) => { if (dragFolder.current) { e.preventDefault(); onFolderDrop(f.id, dropLine?.before ?? true) } }}
             right={
               <span className="flex items-center gap-2" onClick={(e) => e.stopPropagation()}>
                 <Plus size={13} style={{ color: C.blue, cursor: 'pointer' }} onClick={() => pickFor(f.id)} />
@@ -1373,10 +1468,11 @@ function Dock({ onClose }: { onClose: () => void }) {
       <button
         onClick={onClose}
         title="Close Desktop Studio Pro"
-        className="absolute top-1/2 -translate-y-1/2 -left-6 flex items-center justify-center"
-        style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
+        className="absolute top-1/2 -translate-y-1/2 -left-6 flex flex-col items-center justify-center gap-1.5"
+        style={{ width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
-        <ChevronRight size={18} />
+        <ChevronRight size={16} />
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>CLOSE</span>
       </button>
 
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
@@ -1504,10 +1600,11 @@ export function PromptManagerPro() {
     return (
       <button
         onClick={() => setPromptManagerProOpen(true)} title="Open Desktop Studio Pro"
-        className="fixed top-1/2 -translate-y-1/2 right-0 z-[75] flex items-center justify-center"
-        style={{ width: 24, height: 84, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
+        className="fixed top-1/2 -translate-y-1/2 right-0 z-[75] flex flex-col items-center justify-center gap-1.5"
+        style={{ width: 24, height: 160, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
-        <ChevronRight size={18} style={{ transform: 'rotate(180deg)' }} />
+        <ChevronRight size={16} style={{ transform: 'rotate(180deg)' }} />
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>STUDIO PRO</span>
       </button>
     )
   }
diff --git a/frontend/components/gpm/prompt-manager-pro-store.ts b/frontend/components/gpm/prompt-manager-pro-store.ts
index 0867db147..7a55a5713 100644
--- a/frontend/components/gpm/prompt-manager-pro-store.ts
+++ b/frontend/components/gpm/prompt-manager-pro-store.ts
@@ -5,7 +5,7 @@
  */
 import { useSyncExternalStore } from 'react'
 
-let isOpen = true
+let isOpen = false
 const listeners = new Set<() => void>()
 
 export function getPromptManagerProOpen(): boolean {

From 56bbe196189e570a78426b9f090ebe3156c1c56e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 6 Jul 2026 22:18:55 -0400
Subject: [PATCH 042/117] Fix Gen Space tags not sticking and tag popup
 clipping past 4 options

- VideoEditor.tsx: the editor keeps its own snapshot of project.assets and
  flushes it back over the live project on autosave. That snapshot only ever
  had new assets pulled into it, so tagging/favoriting an asset in Gen Space
  while the editor sat mounted in the background got silently reverted by
  the editor's next autosave writing its stale binId/favorite back over the
  live value. Extended the existing asset-pull-in effect to also sync those
  two fields in as soon as they change, closing the same staleness bug class
  fixed previously for bin names and deleted assets (see updatedProject()).
- GenSpace.tsx: the Tag popup anchors to the bottom of its trigger and grows
  upward with no height cap, so on asset cards near the bottom of the window
  extra tags rendered off-screen above the viewport with no way to reach
  them. Cap the popup to the space actually available above the trigger and
  let the option list scroll internally instead.
---
 frontend/views/GenSpace.tsx    | 16 +++++++++++-----
 frontend/views/VideoEditor.tsx | 16 ++++++++++++++++
 2 files changed, 27 insertions(+), 5 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 8c158fd62..34fcbc511 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -326,7 +326,7 @@ function SettingsDropdown({
   title: string
 }) {
   const [isOpen, setIsOpen] = useState(false)
-  const [panelPos, setPanelPos] = useState<{ left: number; bottom: number } | null>(null)
+  const [panelPos, setPanelPos] = useState<{ left: number; bottom: number; maxHeight: number } | null>(null)
   const triggerRef = useRef<HTMLButtonElement>(null)
   const panelRef = useRef<HTMLDivElement>(null)
 
@@ -349,6 +349,12 @@ function SettingsDropdown({
       setPanelPos({
         left: Math.min(rect.left, window.innerWidth - 180),
         bottom: window.innerHeight - rect.top + 8,
+        // The panel grows upward from the trigger (anchored via `bottom`), so
+        // with many options (e.g. lots of tags) it can extend above the top
+        // of the viewport and render off-screen with no way to reach the rest.
+        // Cap it to the space actually available above the trigger and let
+        // the option list itself scroll instead.
+        maxHeight: Math.max(120, rect.top - 16),
       })
     }
     setIsOpen(!isOpen)
@@ -361,11 +367,11 @@ function SettingsDropdown({
   const panel = isOpen && panelPos && createPortal(
     <div
       ref={panelRef}
-      style={{ position: 'fixed', left: panelPos.left, bottom: panelPos.bottom }}
-      className="bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999]"
+      style={{ position: 'fixed', left: panelPos.left, bottom: panelPos.bottom, maxHeight: panelPos.maxHeight }}
+      className="bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999] flex flex-col"
     >
-      <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2">{title}</div>
-      <div className="space-y-1">
+      <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2 shrink-0">{title}</div>
+      <div className="space-y-1 overflow-y-auto">
         {options.map(option => (
           <div key={option.value} className="relative group/option">
             <button
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index 6f50bcf4f..89250eece 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -512,6 +512,22 @@ function VideoEditorWithStore({
     const knownIds = new Set(editorModel.assets.map(asset => asset.id))
     const newAssets = currentProject.assets.filter(asset => !knownIds.has(asset.id))
     if (newAssets.length > 0) actions.addAssetsToEditor(newAssets)
+
+    // Same staleness risk applies field-by-field to assets the editor already
+    // knows about: Gen Space's tagging/favoriting UI can change `binId`/
+    // `favorite` while the editor sits mounted with an older copy of those
+    // fields, and the editor's next autosave flushes its whole stale asset
+    // object back over the live project (see updatedProject's
+    // survivingEditorAssets) — silently reverting the Gen Space edit. Pull the
+    // live values in as soon as they change so that doesn't happen.
+    const liveById = new Map(currentProject.assets.map(asset => [asset.id, asset]))
+    for (const asset of editorModel.assets) {
+      const live = liveById.get(asset.id)
+      if (!live) continue
+      if (live.binId !== asset.binId || !!live.favorite !== !!asset.favorite) {
+        actions.updateAsset(asset.id, { binId: live.binId, favorite: live.favorite })
+      }
+    }
   }, [currentProject.assets, editorModel.assets, actions])
 
   // --- Core timeline logic ---

From 6cad51b4a4b9747b2f4b6639406fa5ca9cd70299 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 11 Jul 2026 21:42:55 -0400
Subject: [PATCH 043/117] Fix dev launcher for repo relocation and missing peer
 dependency

Dev checkout moved from D: (slow HDD) to C: for faster startup;
launch-fork-dev.cmd still pointed at the old D: paths and the old
(now-relocated) LTX_MODELS_DIR, which would have silently broken model
discovery. Also adds use-sync-external-store, a zustand optional peer
dep that Vite failed to resolve on a fresh install despite it being
referenced in the lockfile.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
---
 package-lock.json           | 7130 +++++++++++++++++++++++++++++++++++
 package.json                |    1 +
 scripts/launch-fork-dev.cmd |    6 +-
 3 files changed, 7134 insertions(+), 3 deletions(-)
 create mode 100644 package-lock.json

diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 000000000..875939c72
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,7130 @@
+{
+  "name": "ltx-desktop",
+  "version": "1.0.5",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "ltx-desktop",
+      "version": "1.0.5",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "class-variance-authority": "^0.7.0",
+        "clsx": "^2.1.1",
+        "electron-updater": "^6.8.3",
+        "js-yaml": "^4.1.1",
+        "lucide-react": "^0.400.0",
+        "react": "^18.3.1",
+        "react-dom": "^18.3.1",
+        "react-resizable-panels": "4.7.2",
+        "tailwind-merge": "^2.3.0",
+        "use-sync-external-store": "1.6.0",
+        "zod": "4.3.6",
+        "zustand": "5.0.12"
+      },
+      "devDependencies": {
+        "@resvg/resvg-js": "^2.6.2",
+        "@types/js-yaml": "^4.0.9",
+        "@types/node": "^22.7.7",
+        "@types/react": "^18.3.3",
+        "@types/react-dom": "^18.3.0",
+        "@vitejs/plugin-react": "^4.7.0",
+        "autoprefixer": "^10.4.19",
+        "concurrently": "^8.2.2",
+        "cross-env": "^10.1.0",
+        "electron": "^41.0.2",
+        "electron-builder": "^26.8.1",
+        "openapi-typescript": "^7.10.1",
+        "postcss": "^8.4.38",
+        "tailwindcss": "^3.4.4",
+        "typescript": "^5.4.5",
+        "vite": "^7.3.1",
+        "vite-plugin-electron": "^0.29.1",
+        "vite-plugin-electron-renderer": "^0.14.6"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz",
+      "integrity": "sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.7.tgz",
+      "integrity": "sha512-locTkQyKvwIEgBzVrn8693ebc97F2U8ZHjbXwDXJ5Fn2TCpNwTlKcaKLkdHop5c/icOFE7qt7Q9JC5hnKNa6Gg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/core": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.7.tgz",
+      "integrity": "sha512-RgHBCvtjbOK2gXSNBNIkNoEc9qoVEtau3hj8gEqKQuL3HZAibKarWFEI3Lfm6EYKkLalOh8eSrj9b+ch9H/VBA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
+        "@babel/helper-compilation-targets": "^7.29.7",
+        "@babel/helper-module-transforms": "^7.29.7",
+        "@babel/helpers": "^7.29.7",
+        "@babel/parser": "^7.29.7",
+        "@babel/template": "^7.29.7",
+        "@babel/traverse": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/generator": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.7.tgz",
+      "integrity": "sha512-DkXD5OJQaAQIdZ1bt3UZdEnHAn9Imd3IVBdX03UFe+ony9Ojw5pzr9YVKGDY1jt+Gcn/FnGkNf8r+Vj5NOJWtQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/parser": "^7.29.7",
+        "@babel/types": "^7.29.7",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "jsesc": "^3.0.2"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-compilation-targets": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.29.7.tgz",
+      "integrity": "sha512-wem6WaBj4NaVYVdNhLPPVacES6ZJ+KBBfSkTMD3YZxbP3rm3Di85tJU5ljaUNhaOynt+Aj0xruhYuzQBt8n71g==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/compat-data": "^7.29.7",
+        "@babel/helper-validator-option": "^7.29.7",
+        "browserslist": "^4.24.0",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-globals": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.29.7.tgz",
+      "integrity": "sha512-3nQVUAtvkKH9zahfWgw96Jc/uFOmjACE1kQz82E2lqWmHBgjzbNlsC22nuQTfahmWeQtTq5nQ/4Nnd2A1wj4zA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
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+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zustand": {
+      "version": "5.0.12",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.12.tgz",
+      "integrity": "sha512-i77ae3aZq4dhMlRhJVCYgMLKuSiZAaUPAct2AksxQ+gOtimhGMdXljRT21P5BNpeT4kXlLIckvkPM029OljD7g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=12.20.0"
+      },
+      "peerDependencies": {
+        "@types/react": ">=18.0.0",
+        "immer": ">=9.0.6",
+        "react": ">=18.0.0",
+        "use-sync-external-store": ">=1.2.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "immer": {
+          "optional": true
+        },
+        "react": {
+          "optional": true
+        },
+        "use-sync-external-store": {
+          "optional": true
+        }
+      }
+    }
+  }
+}
diff --git a/package.json b/package.json
index 20e6ef285..3cc4b4e43 100644
--- a/package.json
+++ b/package.json
@@ -42,6 +42,7 @@
     "react-dom": "^18.3.1",
     "react-resizable-panels": "4.7.2",
     "tailwind-merge": "^2.3.0",
+    "use-sync-external-store": "1.6.0",
     "zod": "4.3.6",
     "zustand": "5.0.12"
   },
diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
index 55029adfc..59db6ba28 100644
--- a/scripts/launch-fork-dev.cmd
+++ b/scripts/launch-fork-dev.cmd
@@ -1,6 +1,6 @@
 @echo off
 title LTX Desktop Studio Pro
-cd /d "D:\Dev\LTX-Desktop"
+cd /d "C:\Dev\LTX-Desktop"
 echo ============================================================
 echo   Launching LTX Desktop Studio Pro (Dev fork)...
 echo   First launch takes ~15-30s (Vite + Electron + backend).
@@ -9,8 +9,8 @@ echo   closing it stops the app.
 echo ============================================================
 echo.
 set "PATH=C:\Program Files\nodejs;%PATH%"
-set "LTX_MODELS_DIR=C:\Users\miker\AppData\Local\LTXDesktop\models"
-"C:\Program Files\nodejs\node.exe" "D:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
+set "LTX_MODELS_DIR=E:\LTXDesktop\models"
+"C:\Program Files\nodejs\node.exe" "C:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
 echo.
 echo (LTX Desktop Studio Pro has stopped. Press any key to close.)
 pause >nul

From c2ff3a1ebdcdfe733f7892537f8f83c1d1fa51b3 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 12 Jul 2026 00:24:04 -0400
Subject: [PATCH 044/117] Integrate Qwen Multi-Angle camera tool into Studio
 Pro

Adds a Multi-Angle panel to the GPM right-side dock (alongside Shot
Setup/Plates/Workflow/Images/Prompts) that lets a user orbit a camera
gizmo around a source image and re-render it from that angle via
Qwen-Image-Edit-2511 + a multi-angle LoRA, GGUF Q6_K quantized. Wires
the pipeline into the backend's single-GPU-slot model as an
evict-and-reload family (own QwenMultiAngleState, not the
ImageGenerationPipeline park-on-CPU protocol, since
enable_model_cpu_offload's hooks aren't compatible with that path),
adds the /api/qwen-multiangle/generate route end to end, and fixes a
bug where dragging an image from Studio Assets carried a file:// URL
instead of real image data.

Also fixes a real-model bug only visible under a live HTTP test: the
backend's global SageAttention monkeypatch (tuned for LTX-2 video
attention) silently produces NaN output for this model's attention
pattern, i.e. solid-black generations, whenever SageAttention is
enabled (the default). The pipeline now restores native SDPA for the
duration of its own forward pass and puts the patch back afterward so
LTX video generation keeps its speedup.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
---
 backend/_routes/qwen_multiangle.py            |  18 +
 backend/api_types.py                          |  20 +
 backend/app_factory.py                        |   2 +
 backend/app_handler.py                        |  17 +
 backend/handlers/__init__.py                  |   2 +
 backend/handlers/pipelines_handler.py         |  28 +
 backend/handlers/qwen_multiangle_handler.py   | 124 +++++
 backend/pyproject.toml                        |   5 +
 backend/services/interfaces.py                |   2 +
 .../qwen_multiangle_pipeline/__init__.py      |   0
 .../qwen_multiangle_pipeline/angle_mapping.py | 139 +++++
 .../gguf_qwen_multiangle_pipeline.py          | 153 ++++++
 .../qwen_multiangle_pipeline.py               |  40 ++
 backend/state/app_state_types.py              |  12 +-
 backend/tests/conftest.py                     |   1 +
 backend/tests/fakes/services.py               |  28 +
 backend/tests/test_api_calls.py               |  57 +-
 backend/tests/test_qwen_angle_mapping.py      | 118 +++++
 backend/uv.lock                               |  52 ++
 frontend/components/gpm/PromptManagerPro.tsx  |   5 +-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 500 ++++++++++++++++++
 frontend/components/gpm/qwen-angle-mapping.ts |  85 +++
 frontend/generated/backend-openapi.json       | 128 +++++
 frontend/generated/backend-openapi.ts         | 105 ++++
 frontend/lib/api-client.ts                    |   2 +
 25 files changed, 1640 insertions(+), 3 deletions(-)
 create mode 100644 backend/_routes/qwen_multiangle.py
 create mode 100644 backend/handlers/qwen_multiangle_handler.py
 create mode 100644 backend/services/qwen_multiangle_pipeline/__init__.py
 create mode 100644 backend/services/qwen_multiangle_pipeline/angle_mapping.py
 create mode 100644 backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
 create mode 100644 backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
 create mode 100644 backend/tests/test_qwen_angle_mapping.py
 create mode 100644 frontend/components/gpm/QwenMultiAnglePanel.tsx
 create mode 100644 frontend/components/gpm/qwen-angle-mapping.ts

diff --git a/backend/_routes/qwen_multiangle.py b/backend/_routes/qwen_multiangle.py
new file mode 100644
index 000000000..8b6c6a3c6
--- /dev/null
+++ b/backend/_routes/qwen_multiangle.py
@@ -0,0 +1,18 @@
+"""Route handler for POST /api/qwen-multiangle/generate."""
+
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends
+
+from api_types import QwenMultiAngleGenerateRequest, QwenMultiAngleGenerateResponse
+from state import get_state_service
+from app_handler import AppHandler
+
+router = APIRouter(prefix="/api", tags=["qwen-multiangle"])
+
+
+@router.post("/qwen-multiangle/generate", response_model=QwenMultiAngleGenerateResponse)
+def route_qwen_multiangle_generate(
+    req: QwenMultiAngleGenerateRequest, handler: AppHandler = Depends(get_state_service)
+) -> QwenMultiAngleGenerateResponse:
+    return handler.qwen_multiangle.generate(req)
diff --git a/backend/api_types.py b/backend/api_types.py
index 85e03470c..29087e316 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -391,6 +391,26 @@ class RetakeRequest(BaseModel):
     mode: RetakeMode = "replace_audio_and_video"
 
 
+class QwenMultiAngleGenerateRequest(BaseModel):
+    model_config = ConfigDict(strict=True)
+
+    image_data_url: str
+    azimuth_deg: float
+    elevation_deg: float
+    zoom: float
+    seed: int = 42
+    randomize_seed: bool = False
+    use_lightning: bool = True
+    extra_prompt: str = ""
+
+
+class QwenMultiAngleGenerateResponse(BaseModel):
+    status: Literal["complete"] = "complete"
+    image_data_url: str
+    prompt: str
+    seed: int
+
+
 ConditioningType: TypeAlias = Literal["canny", "depth"]
 
 
diff --git a/backend/app_factory.py b/backend/app_factory.py
index e1bdfa212..d47b15529 100644
--- a/backend/app_factory.py
+++ b/backend/app_factory.py
@@ -21,6 +21,7 @@
 from _routes.ic_lora import router as ic_lora_router
 from _routes.image_gen import router as image_gen_router
 from _routes.models import router as models_router
+from _routes.qwen_multiangle import router as qwen_multiangle_router
 from _routes.suggest_gap_prompt import router as suggest_gap_prompt_router
 from _routes.retake import router as retake_router
 from _routes.runtime_policy import router as runtime_policy_router
@@ -158,6 +159,7 @@ async def _route_generic_error_handler(request: Request, exc: Exception) -> JSON
     app.include_router(image_gen_router)
     app.include_router(suggest_gap_prompt_router)
     app.include_router(retake_router)
+    app.include_router(qwen_multiangle_router)
     app.include_router(ic_lora_router)
     app.include_router(runtime_policy_router)
     app.include_router(hf_auth_router)
diff --git a/backend/app_handler.py b/backend/app_handler.py
index 46e055c73..07d8f3925 100644
--- a/backend/app_handler.py
+++ b/backend/app_handler.py
@@ -17,6 +17,7 @@
     ImageGenerationHandler,
     ModelsHandler,
     PipelinesHandler,
+    QwenMultiAngleHandler,
     SuggestGapPromptHandler,
     RetakeHandler,
     RuntimePolicyHandler,
@@ -38,6 +39,7 @@
     LTXAPIClient,
     ModelDownloader,
     PoseProcessorPipeline,
+    QwenMultiAnglePipeline,
     RetakePipeline,
     TaskRunner,
     TextEncoder,
@@ -69,6 +71,7 @@ def __init__(
         pose_processor_pipeline_class: type[PoseProcessorPipeline],
         a2v_pipeline_class: type[A2VPipeline],
         retake_pipeline_class: type[RetakePipeline],
+        qwen_multiangle_pipeline_class: type[QwenMultiAnglePipeline] | None = None,
     ) -> None:
         self.config = config
 
@@ -88,6 +91,7 @@ def __init__(
         self.pose_processor_pipeline_class = pose_processor_pipeline_class
         self.a2v_pipeline_class = a2v_pipeline_class
         self.retake_pipeline_class = retake_pipeline_class
+        self.qwen_multiangle_pipeline_class = qwen_multiangle_pipeline_class
 
         self._lock = threading.RLock()
 
@@ -149,6 +153,7 @@ def __init__(
             pose_processor_pipeline_class=pose_processor_pipeline_class,
             a2v_pipeline_class=a2v_pipeline_class,
             retake_pipeline_class=retake_pipeline_class,
+            qwen_multiangle_pipeline_class=qwen_multiangle_pipeline_class,
             config=config,
         )
 
@@ -200,6 +205,14 @@ def __init__(
             text_handler=self.text,
         )
 
+        self.qwen_multiangle = QwenMultiAngleHandler(
+            state=self.state,
+            lock=self._lock,
+            config=config,
+            generation_handler=self.generation,
+            pipelines_handler=self.pipelines,
+        )
+
         self.ic_lora = IcLoraHandler(
             state=self.state,
             lock=self._lock,
@@ -238,6 +251,7 @@ class ServiceBundle:
     pose_processor_pipeline_class: type[PoseProcessorPipeline]
     a2v_pipeline_class: type[A2VPipeline]
     retake_pipeline_class: type[RetakePipeline]
+    qwen_multiangle_pipeline_class: type[QwenMultiAnglePipeline] | None = None
 
 
 def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
@@ -255,6 +269,7 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
     from services.ltx_api_client.ltx_api_client_impl import LTXAPIClientImpl
     from services.model_downloader.hugging_face_downloader import HuggingFaceDownloader
     from services.retake_pipeline.ltx_retake_pipeline import LTXRetakePipeline
+    from services.qwen_multiangle_pipeline.gguf_qwen_multiangle_pipeline import GGUFQwenMultiAnglePipeline
     from services.pose_processor_pipeline.dw_pose_pipeline import DWPosePipeline
     from services.task_runner.threading_runner import ThreadingRunner
     from services.text_encoder.ltx_text_encoder import LTXTextEncoder
@@ -286,6 +301,7 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
         pose_processor_pipeline_class=DWPosePipeline,
         a2v_pipeline_class=LTXa2vPipeline,
         retake_pipeline_class=LTXRetakePipeline,
+        qwen_multiangle_pipeline_class=GGUFQwenMultiAnglePipeline,
     )
 
 
@@ -315,4 +331,5 @@ def build_initial_state(
         pose_processor_pipeline_class=bundle.pose_processor_pipeline_class,
         a2v_pipeline_class=bundle.a2v_pipeline_class,
         retake_pipeline_class=bundle.retake_pipeline_class,
+        qwen_multiangle_pipeline_class=bundle.qwen_multiangle_pipeline_class,
     )
diff --git a/backend/handlers/__init__.py b/backend/handlers/__init__.py
index 7a93d1d12..f9e075923 100644
--- a/backend/handlers/__init__.py
+++ b/backend/handlers/__init__.py
@@ -8,6 +8,7 @@
 from handlers.image_generation_handler import ImageGenerationHandler
 from handlers.models_handler import ModelsHandler
 from handlers.pipelines_handler import PipelinesHandler
+from handlers.qwen_multiangle_handler import QwenMultiAngleHandler
 from handlers.suggest_gap_prompt_handler import SuggestGapPromptHandler
 from handlers.retake_handler import RetakeHandler
 from handlers.runtime_policy_handler import RuntimePolicyHandler
@@ -27,6 +28,7 @@
     "HealthHandler",
     "SuggestGapPromptHandler",
     "RetakeHandler",
+    "QwenMultiAngleHandler",
     "RuntimePolicyHandler",
     "IcLoraHandler",
     "HuggingFaceAuthHandler",
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index fca0cf1e7..1bcdcda85 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -25,6 +25,7 @@
     GpuCleaner,
     IcLoraPipeline,
     PoseProcessorPipeline,
+    QwenMultiAnglePipeline,
     RetakePipeline,
     VideoPipelineModelType,
 )
@@ -37,6 +38,7 @@
     GenerationRunning,
     GpuSlot,
     ICLoraState,
+    QwenMultiAngleState,
     RetakePipelineState,
     VideoPipelineState,
 )
@@ -62,6 +64,7 @@ def __init__(
         a2v_pipeline_class: type[A2VPipeline],
         retake_pipeline_class: type[RetakePipeline],
         config: RuntimeConfig,
+        qwen_multiangle_pipeline_class: type[QwenMultiAnglePipeline] | None = None,
     ) -> None:
         super().__init__(state, lock, config)
         self._text_handler = text_handler
@@ -74,6 +77,7 @@ def __init__(
         self._pose_processor_pipeline_class = pose_processor_pipeline_class
         self._a2v_pipeline_class = a2v_pipeline_class
         self._retake_pipeline_class = retake_pipeline_class
+        self._qwen_multiangle_pipeline_class = qwen_multiangle_pipeline_class
         self._runtime_device = get_device_type(self.config.device)
 
     def _ensure_no_running_generation(self) -> None:
@@ -389,3 +393,27 @@ def load_retake_pipeline(self, *, distilled: bool = True) -> RetakePipelineState
             self.state.gpu_slot = GpuSlot(active_pipeline=state)
             self._assert_invariants()
         return state
+
+    def load_qwen_multiangle_pipeline(self) -> QwenMultiAngleState:
+        with self._lock:
+            match self.state.gpu_slot:
+                case GpuSlot(active_pipeline=QwenMultiAngleState() as state):
+                    return state
+                case _:
+                    pass
+
+        if self._qwen_multiangle_pipeline_class is None:
+            raise HTTPError(500, "Qwen multi-angle pipeline is not configured")
+
+        self._evict_gpu_pipeline_for_swap()
+
+        import torch
+
+        device = torch.device(self._runtime_device)
+        pipeline = self._qwen_multiangle_pipeline_class.create(device=device)
+        state = QwenMultiAngleState(pipeline=pipeline)
+
+        with self._lock:
+            self.state.gpu_slot = GpuSlot(active_pipeline=state)
+            self._assert_invariants()
+        return state
diff --git a/backend/handlers/qwen_multiangle_handler.py b/backend/handlers/qwen_multiangle_handler.py
new file mode 100644
index 000000000..f14788787
--- /dev/null
+++ b/backend/handlers/qwen_multiangle_handler.py
@@ -0,0 +1,124 @@
+"""Qwen multi-angle API orchestration handler."""
+
+from __future__ import annotations
+
+import base64
+import io
+import math
+import time
+import uuid
+from threading import RLock
+
+from PIL import Image
+from PIL.Image import Resampling
+
+from _routes._errors import HTTPError
+from api_types import QwenMultiAngleGenerateRequest, QwenMultiAngleGenerateResponse
+from handlers.base import StateHandlerBase
+from handlers.generation_handler import GenerationHandler
+from handlers.pipelines_handler import PipelinesHandler
+from runtime_config.runtime_config import RuntimeConfig
+from services.qwen_multiangle_pipeline.angle_mapping import snap_pose
+from state.app_state_types import AppState
+
+# The pipeline internally rescales condition images to ~1MP snapped to /32.
+# Resizing here first keeps memory/latency predictable regardless of what the
+# user dropped in (a raw camera photo, a screenshot, a prior GPM asset).
+TARGET_AREA = 1024 * 1024
+
+
+class QwenMultiAngleHandler(StateHandlerBase):
+    def __init__(
+        self,
+        state: AppState,
+        lock: RLock,
+        config: RuntimeConfig,
+        generation_handler: GenerationHandler,
+        pipelines_handler: PipelinesHandler,
+    ) -> None:
+        super().__init__(state, lock, config)
+        self._generation = generation_handler
+        self._pipelines = pipelines_handler
+
+    def generate(self, req: QwenMultiAngleGenerateRequest) -> QwenMultiAngleGenerateResponse:
+        if self._generation.is_generation_running():
+            raise HTTPError(409, "Generation already in progress")
+
+        source_image = _decode_data_url(req.image_data_url)
+        source_image = _model_resize(source_image)
+
+        seed = req.seed
+        if req.randomize_seed:
+            seed = int(time.time() * 1000) % 2147483647
+
+        pose = snap_pose(req.azimuth_deg, req.elevation_deg, req.zoom)
+        extra = req.extra_prompt.strip()
+        prompt = f"{pose.prompt}, {extra}" if extra else pose.prompt
+
+        generation_id = uuid.uuid4().hex[:8]
+
+        try:
+            pipeline_state = self._pipelines.load_qwen_multiangle_pipeline()
+            self._generation.start_generation(generation_id)
+            self._generation.update_progress("inference", 15, 0, 1)
+
+            result_image = pipeline_state.pipeline.generate(
+                image=source_image,
+                azimuth_deg=req.azimuth_deg,
+                elevation_deg=req.elevation_deg,
+                zoom=req.zoom,
+                seed=seed,
+                extra_prompt=req.extra_prompt,
+                use_lightning=req.use_lightning,
+            )
+
+            if self._generation.is_generation_cancelled():
+                raise RuntimeError("Generation was cancelled")
+
+            self._generation.update_progress("complete", 100, 1, 1)
+            result_data_url = _encode_png_data_url(result_image)
+            self._generation.complete_generation(result_data_url)
+
+            return QwenMultiAngleGenerateResponse(
+                status="complete",
+                image_data_url=result_data_url,
+                prompt=prompt,
+                seed=seed,
+            )
+        except HTTPError:
+            self._generation.fail_generation("Multi-angle generation failed")
+            raise
+        except Exception as exc:
+            self._generation.fail_generation(str(exc))
+            raise HTTPError(500, f"Generation error: {exc}") from exc
+
+
+def _decode_data_url(data_url: str) -> Image.Image:
+    _, _, encoded = data_url.partition(",")
+    if not encoded:
+        raise HTTPError(400, "image_data_url must be a data: URL")
+    try:
+        raw = base64.b64decode(encoded)
+        image = Image.open(io.BytesIO(raw))
+        image.load()
+    except Exception as exc:
+        raise HTTPError(400, f"Not a readable image: {exc}") from exc
+    return image.convert("RGB")
+
+
+def _encode_png_data_url(image: Image.Image) -> str:
+    buf = io.BytesIO()
+    image.save(buf, format="PNG")
+    encoded = base64.b64encode(buf.getvalue()).decode()
+    return f"data:image/png;base64,{encoded}"
+
+
+def _model_resize(image: Image.Image) -> Image.Image:
+    """Preserve aspect, area-normalize to ~1MP, snap dimensions to /32."""
+    width, height = image.size
+    scale = math.sqrt(TARGET_AREA / (width * height))
+    new_width = max(32, round(width * scale / 32) * 32)
+    new_height = max(32, round(height * scale / 32) * 32)
+    if (new_width, new_height) == (width, height):
+        return image
+    return image.resize((new_width, new_height), Resampling.LANCZOS)
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 5ec621c1a..9769e1b56 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -22,6 +22,11 @@ dependencies = [
     "transformers>=5.2,<6",
     "bitsandbytes>=0.48.0; sys_platform != 'darwin'",
     "sentencepiece>=0.1.99",
+    # Qwen multi-angle pipeline: GGUF checkpoint loading + the Qwen2.5-VL
+    # video-processor import path (raises ImportError without torchvision
+    # present, even though we never touch video).
+    "gguf>=0.10.0",
+    "torchvision>=0.18.0",
     "sageattention>=1.0.0; sys_platform != 'darwin'",
     "opencv-python-headless>=4.8.0",
     "fastapi>=0.115.0",
diff --git a/backend/services/interfaces.py b/backend/services/interfaces.py
index 125e2c9c2..e937c106e 100644
--- a/backend/services/interfaces.py
+++ b/backend/services/interfaces.py
@@ -15,6 +15,7 @@
 from services.image_generation_pipeline.image_generation_pipeline import ImageGenerationPipeline
 from services.ltx_api_client.ltx_api_client import LTXAPIClient
 from services.retake_pipeline.retake_pipeline import RetakePipeline
+from services.qwen_multiangle_pipeline.qwen_multiangle_pipeline import QwenMultiAnglePipeline
 from services.model_downloader.model_downloader import ModelDownloader
 from services.pose_processor_pipeline.pose_processor_pipeline import PoseProcessorPipeline
 from services.services_utils import JSONScalar, JSONValue
@@ -47,5 +48,6 @@
     "IcLoraPipeline",
     "LTXAPIClient",
     "RetakePipeline",
+    "QwenMultiAnglePipeline",
     "TextEncoder",
 ]
diff --git a/backend/services/qwen_multiangle_pipeline/__init__.py b/backend/services/qwen_multiangle_pipeline/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/backend/services/qwen_multiangle_pipeline/angle_mapping.py b/backend/services/qwen_multiangle_pipeline/angle_mapping.py
new file mode 100644
index 000000000..caa387ef5
--- /dev/null
+++ b/backend/services/qwen_multiangle_pipeline/angle_mapping.py
@@ -0,0 +1,139 @@
+"""Pure mapping from continuous camera-gizmo values to the LoRA's discrete pose vocabulary.
+
+The fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA is trained on exactly
+96 named poses: 8 azimuths x 4 elevations x 3 distances. Prompts must use
+the trigger format:
+
+    <sks> {azimuth} {elevation} {distance}
+
+e.g. "<sks> back-right quarter view eye-level shot close-up"
+
+This module is the single source of truth for that vocabulary. The frontend
+fetches the table via /api/mapping and never hardcodes it.
+
+Conventions:
+- azimuth_deg: degrees clockwise from subject-front, viewed from above.
+  0 = camera in front of subject, 90 = camera to subject's right side,
+  180 = behind, 270 = left side. Any real value accepted (wraps mod 360).
+- elevation_deg: camera height angle. Negative = below eye level looking up
+  (low-angle), positive = above looking down. Clamped to [-30, 60].
+- zoom: subject-distance multiplier. 0.6 = close-up, 1.0 = medium, 1.8 = wide.
+  Snapped in log space so the perceptual midpoints fall correctly.
+"""
+
+from __future__ import annotations
+
+import math
+from dataclasses import dataclass
+
+TRIGGER = "<sks>"
+
+# (bucket center in degrees, prompt phrase, camera-position label).
+# Degrees are viewer-relative screen space: 45 = camera orbits to the
+# viewer's right. The LoRA's phrases name the CAMERA'S position in the same
+# viewer-relative sense — verified empirically 2026-07-10 with two eye-level
+# renders: "left side view" and "front-left quarter view" both put the
+# camera at the VIEWER'S left (subject's right cheek visible). So degrees
+# and phrases align 1:1 with no mirroring. Beware the perceptual trap that
+# caused a false bug report and a wrong "fix": in a quarter view the camera
+# position and the subject's apparent facing point OPPOSITE ways — a camera
+# at viewer-right shows the subject turned toward frame-left. Labels name
+# the camera position; judge renders by where the camera moved, not which
+# way the subject faces.
+AZIMUTH_BUCKETS: tuple[tuple[float, str, str], ...] = (
+    (0.0, "front view", "front"),
+    (45.0, "front-right quarter view", "front-right"),
+    (90.0, "right side view", "right side"),
+    (135.0, "back-right quarter view", "back-right"),
+    (180.0, "back view", "back"),
+    (225.0, "back-left quarter view", "back-left"),
+    (270.0, "left side view", "left side"),
+    (315.0, "front-left quarter view", "front-left"),
+)
+
+# (bucket center in degrees, prompt phrase)
+ELEVATION_BUCKETS: tuple[tuple[float, str], ...] = (
+    (-30.0, "low-angle shot"),
+    (0.0, "eye-level shot"),
+    (30.0, "elevated shot"),
+    (60.0, "high-angle shot"),
+)
+
+# (distance multiplier, prompt phrase)
+DISTANCE_BUCKETS: tuple[tuple[float, str], ...] = (
+    (0.6, "close-up"),
+    (1.0, "medium shot"),
+    (1.8, "wide shot"),
+)
+
+
+@dataclass(frozen=True, slots=True)
+class Pose:
+    """A snapped camera pose: indices into the bucket tables plus the prompt."""
+
+    azimuth_index: int
+    elevation_index: int
+    distance_index: int
+
+    @property
+    def azimuth_deg(self) -> float:
+        return AZIMUTH_BUCKETS[self.azimuth_index][0]
+
+    @property
+    def elevation_deg(self) -> float:
+        return ELEVATION_BUCKETS[self.elevation_index][0]
+
+    @property
+    def zoom(self) -> float:
+        return DISTANCE_BUCKETS[self.distance_index][0]
+
+    @property
+    def prompt(self) -> str:
+        return (
+            f"{TRIGGER} {AZIMUTH_BUCKETS[self.azimuth_index][1]}"
+            f" {ELEVATION_BUCKETS[self.elevation_index][1]}"
+            f" {DISTANCE_BUCKETS[self.distance_index][1]}"
+        )
+
+
+def snap_azimuth(azimuth_deg: float) -> int:
+    """Nearest 45°-spaced bucket, wrapping — e.g. 350° snaps to front (0°)."""
+    return round((azimuth_deg % 360.0) / 45.0) % len(AZIMUTH_BUCKETS)
+
+
+def snap_elevation(elevation_deg: float) -> int:
+    return min(
+        range(len(ELEVATION_BUCKETS)),
+        key=lambda i: abs(ELEVATION_BUCKETS[i][0] - elevation_deg),
+    )
+
+
+def snap_distance(zoom: float) -> int:
+    """Snap in log space: the boundary between two zooms is their geometric mean."""
+    z = math.log(max(zoom, 1e-6))
+    return min(
+        range(len(DISTANCE_BUCKETS)),
+        key=lambda i: abs(math.log(DISTANCE_BUCKETS[i][0]) - z),
+    )
+
+
+def snap_pose(azimuth_deg: float, elevation_deg: float, zoom: float) -> Pose:
+    return Pose(
+        azimuth_index=snap_azimuth(azimuth_deg),
+        elevation_index=snap_elevation(elevation_deg),
+        distance_index=snap_distance(zoom),
+    )
+
+
+def mapping_table() -> dict[str, object]:
+    """The full vocabulary in one JSON-ready dict, for /api/mapping."""
+    return {
+        "trigger": TRIGGER,
+        "prompt_format": f"{TRIGGER} {{azimuth}} {{elevation}} {{distance}}",
+        "azimuths": [
+            {"deg": deg, "phrase": phrase, "label": label}
+            for deg, phrase, label in AZIMUTH_BUCKETS
+        ],
+        "elevations": [{"deg": deg, "phrase": phrase} for deg, phrase in ELEVATION_BUCKETS],
+        "distances": [{"zoom": z, "phrase": phrase} for z, phrase in DISTANCE_BUCKETS],
+    }
diff --git a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
new file mode 100644
index 000000000..4abbb2ad8
--- /dev/null
+++ b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
@@ -0,0 +1,153 @@
+"""GGUF-quantized Qwen multi-angle pipeline.
+
+Ported from the standalone qwen-multiangle-studio app's server.py, GGUF path
+only — bf16 and NF4 paths are deliberately not ported. NF4 was proven to
+corrupt this model's texture reconstruction (blockwise quantization noise in
+the transformer's attention over condition latents); bf16 works but takes
+~40 minutes per generation on this hardware. GGUF K-quant is the only
+validated-good tradeoff (~30-130s per generation, quality matching bf16) —
+see the qwen-multiangle-integration-plan project notes for the full
+debugging history if this ever needs revisiting.
+
+Loading takes several minutes cold (reads the ~54GB bf16 originals once to
+locate/cache the GGUF file and text encoder); subsequent loads from a warm
+HF cache on fast storage take ~30s. See PipelinesHandler.load_qwen_multiangle_pipeline
+for why this pipeline is evicted-and-reloaded rather than parked on CPU.
+"""
+
+from __future__ import annotations
+
+import logging
+from typing import TYPE_CHECKING
+
+from services.qwen_multiangle_pipeline.angle_mapping import snap_pose
+from services.qwen_multiangle_pipeline.qwen_multiangle_pipeline import QwenMultiAnglePipeline
+
+if TYPE_CHECKING:
+    import torch
+    from PIL.Image import Image as PILImage
+
+logger = logging.getLogger(__name__)
+
+BASE_MODEL = "Qwen/Qwen-Image-Edit-2511"
+GGUF_REPO = "unsloth/Qwen-Image-Edit-2511-GGUF"
+GGUF_QUANT = "Q6_K"
+ANGLES_LORA = "fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA"
+LIGHTNING_LORA = "lightx2v/Qwen-Image-Edit-2511-Lightning"
+LIGHTNING_WEIGHT_NAME = "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors"
+
+LIGHTNING_STEPS = 4
+LIGHTNING_CFG = 1.0
+BASE_STEPS = 28
+BASE_CFG = 4.0
+
+
+class GGUFQwenMultiAnglePipeline:
+    @staticmethod
+    def create(device: "torch.device") -> QwenMultiAnglePipeline:
+        return GGUFQwenMultiAnglePipeline(device=device)
+
+    def __init__(self, device: "torch.device") -> None:
+        import torch
+        from diffusers import DiffusionPipeline  # type: ignore[reportPrivateImportUsage]
+        from diffusers import GGUFQuantizationConfig  # type: ignore[reportPrivateImportUsage]
+        from diffusers import QwenImageTransformer2DModel  # type: ignore[reportPrivateImportUsage]
+        from huggingface_hub import hf_hub_download  # type: ignore[reportUnknownVariableType]
+        from transformers import Qwen2_5_VLForConditionalGeneration
+
+        self._device = device
+
+        logger.info("Loading Qwen multi-angle GGUF transformer (%s)…", GGUF_QUANT)
+        gguf_path = hf_hub_download(
+            GGUF_REPO,
+            f"qwen-image-edit-2511-{GGUF_QUANT}.gguf",
+            local_files_only=True,
+        )
+        transformer = QwenImageTransformer2DModel.from_single_file(  # type: ignore[reportUnknownMemberType]
+            gguf_path,
+            quantization_config=GGUFQuantizationConfig(compute_dtype=torch.bfloat16),
+            torch_dtype=torch.bfloat16,
+            config=BASE_MODEL,
+            subfolder="transformer",
+        )
+
+        logger.info("Loading Qwen multi-angle bf16 text encoder…")
+        text_encoder = Qwen2_5_VLForConditionalGeneration.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            BASE_MODEL,
+            subfolder="text_encoder",
+            torch_dtype=torch.bfloat16,
+            local_files_only=True,
+        )
+
+        logger.info("Assembling Qwen multi-angle pipeline…")
+        pipe = DiffusionPipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            BASE_MODEL,
+            transformer=transformer,
+            text_encoder=text_encoder,
+            torch_dtype=torch.bfloat16,
+            local_files_only=True,
+        )
+
+        logger.info("Loading Qwen multi-angle LoRAs…")
+        pipe.load_lora_weights(ANGLES_LORA, adapter_name="angles")
+        pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_WEIGHT_NAME, adapter_name="lightning")
+
+        # Load-bearing, not an optimization: the GGUF transformer (~17GB) and
+        # bf16 text encoder (~16GB) sum to more than 24GB VRAM. These hooks
+        # are what keep the two from ever being GPU-resident simultaneously
+        # (sequential per-forward-pass-stage swap). Never call `.to(device)`
+        # on this pipeline once these hooks are installed — see the protocol
+        # module's docstring for what breaks if something does.
+        pipe.enable_model_cpu_offload()
+
+        self._pipe = pipe
+
+    def generate(
+        self,
+        *,
+        image: "PILImage",
+        azimuth_deg: float,
+        elevation_deg: float,
+        zoom: float,
+        seed: int,
+        extra_prompt: str = "",
+        use_lightning: bool = True,
+    ) -> "PILImage":
+        import torch
+        import torch.nn.functional as F
+
+        pose = snap_pose(azimuth_deg, elevation_deg, zoom)
+        prompt = f"{pose.prompt}, {extra_prompt.strip()}" if extra_prompt.strip() else pose.prompt
+
+        if use_lightning:
+            self._pipe.set_adapters(["angles", "lightning"], adapter_weights=[1.0, 1.0])
+            steps, cfg = LIGHTNING_STEPS, LIGHTNING_CFG
+        else:
+            self._pipe.set_adapters(["angles"], adapter_weights=[1.0])
+            steps, cfg = BASE_STEPS, BASE_CFG
+
+        generator = torch.Generator(device="cpu").manual_seed(seed)
+
+        # ltx2_server.py globally monkeypatches F.scaled_dot_product_attention
+        # to route eligible shapes through SageAttention, tuned for LTX-2's
+        # video attention. Confirmed via a live end-to-end smoke test that it
+        # silently produces NaN output for this model (all-black generations)
+        # — force PyTorch's native SDPA for this call regardless of what's
+        # currently patched, then restore it so other pipelines in the same
+        # process (LTX video) keep their SageAttention speedup.
+        patched_sdpa = F.scaled_dot_product_attention
+        F.scaled_dot_product_attention = torch._C._nn.scaled_dot_product_attention  # type: ignore[assignment]
+        try:
+            result = self._pipe(  # type: ignore[reportCallIssue]
+                image=image,
+                prompt=prompt,
+                negative_prompt=" ",
+                true_cfg_scale=cfg,
+                num_inference_steps=steps,
+                generator=generator,
+            )
+            return result.images[0]  # type: ignore[reportUnknownMemberType]
+        finally:
+            F.scaled_dot_product_attention = patched_sdpa
+            torch.cuda.synchronize()
+            torch.cuda.empty_cache()
diff --git a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
new file mode 100644
index 000000000..380cee3bc
--- /dev/null
+++ b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
@@ -0,0 +1,40 @@
+"""Qwen multi-angle pipeline protocol definition.
+
+Deliberately NOT the `ImageGenerationPipeline` protocol (services/interfaces.py) —
+that protocol's park-on-CPU-eviction contract (a plain `.to(device)` call)
+fights this model's own `enable_model_cpu_offload()` accelerate hooks, which
+are load-bearing here (the ~17GB GGUF transformer + ~16GB bf16 text encoder
+sum to more than the 24GB card; the hooks are what keeps them from ever being
+GPU-resident simultaneously). This pipeline is evicted-and-reloaded like the
+video-family pipelines instead — see PipelinesHandler.load_qwen_multiangle_pipeline.
+
+Also deliberately not `@runtime_checkable`, matching RetakePipeline — nothing
+should ever isinstance-check against this; the state wrapper dataclass
+(QwenMultiAngleState) is what pipelines_handler.py's eviction logic inspects,
+never this protocol or a raw pipeline instance.
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Protocol
+
+if TYPE_CHECKING:
+    import torch
+    from PIL.Image import Image as PILImage
+
+
+class QwenMultiAnglePipeline(Protocol):
+    @staticmethod
+    def create(device: "torch.device") -> "QwenMultiAnglePipeline": ...
+
+    def generate(
+        self,
+        *,
+        image: "PILImage",
+        azimuth_deg: float,
+        elevation_deg: float,
+        zoom: float,
+        seed: int,
+        extra_prompt: str = "",
+        use_lightning: bool = True,
+    ) -> "PILImage": ...
diff --git a/backend/state/app_state_types.py b/backend/state/app_state_types.py
index 408bafd98..6163523fd 100644
--- a/backend/state/app_state_types.py
+++ b/backend/state/app_state_types.py
@@ -17,6 +17,7 @@
         ImageGenerationPipeline,
         IcLoraPipeline,
         PoseProcessorPipeline,
+        QwenMultiAnglePipeline,
         RetakePipeline,
         TextEncoder,
     )
@@ -133,6 +134,15 @@ class RetakePipelineState:
     quantized: bool
 
 
+@dataclass
+class QwenMultiAngleState:
+    """Evicted-and-reloaded on GPU swap, like the video-family states above —
+    deliberately NOT ImageGenerationPipeline's park-on-CPU protocol. See
+    services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py for why."""
+
+    pipeline: QwenMultiAnglePipeline
+
+
 # ============================================================
 # Generation state
 # ============================================================
@@ -192,7 +202,7 @@ class ApiGeneration:
 
 @dataclass
 class GpuSlot:
-    active_pipeline: VideoPipelineState | ICLoraState | A2VPipelineState | RetakePipelineState | ImageGenerationPipeline
+    active_pipeline: VideoPipelineState | ICLoraState | A2VPipelineState | RetakePipelineState | QwenMultiAngleState | ImageGenerationPipeline
 
 
 @dataclass
diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py
index 0dc608b4e..79c91d153 100644
--- a/backend/tests/conftest.py
+++ b/backend/tests/conftest.py
@@ -84,6 +84,7 @@ def test_state(tmp_path: Path, fake_services: FakeServices):
         pose_processor_pipeline_class=type(fake_services.pose_processor_pipeline),
         a2v_pipeline_class=type(fake_services.a2v_pipeline),
         retake_pipeline_class=type(fake_services.retake_pipeline),
+        qwen_multiangle_pipeline_class=type(fake_services.qwen_multiangle_pipeline),
     )
 
     handler = build_initial_state(
diff --git a/backend/tests/fakes/services.py b/backend/tests/fakes/services.py
index 85cb065de..058c3e89e 100644
--- a/backend/tests/fakes/services.py
+++ b/backend/tests/fakes/services.py
@@ -726,6 +726,32 @@ def generate(self, **kwargs: Any) -> None:
         output_path.write_bytes(b"fake-retake-video")
 
 
+class FakeQwenMultiAnglePipeline:
+    _singleton: ClassVar["FakeQwenMultiAnglePipeline | None"] = None
+
+    @classmethod
+    def bind_singleton(cls, pipeline: "FakeQwenMultiAnglePipeline") -> None:
+        cls._singleton = pipeline
+
+    @staticmethod
+    def create(device: str | object) -> "FakeQwenMultiAnglePipeline":
+        del device
+        pipeline = FakeQwenMultiAnglePipeline._singleton
+        if pipeline is None:
+            raise RuntimeError("FakeQwenMultiAnglePipeline singleton is not bound")
+        return pipeline
+
+    def __init__(self) -> None:
+        self.generate_calls: list[dict[str, Any]] = []
+        self.raise_on_generate: Exception | None = None
+
+    def generate(self, **kwargs: Any) -> Image.Image:
+        self.generate_calls.append(kwargs)
+        if self.raise_on_generate is not None:
+            raise self.raise_on_generate
+        return Image.new("RGB", (32, 32), "green")
+
+
 class FakeTextEncoder:
     def __init__(self) -> None:
         self.install_calls = 0
@@ -767,6 +793,7 @@ class FakeServices:
     pose_processor_pipeline: FakePoseProcessorPipeline = field(default_factory=FakePoseProcessorPipeline)
     a2v_pipeline: FakeA2VPipeline = field(default_factory=FakeA2VPipeline)
     retake_pipeline: FakeRetakePipeline = field(default_factory=FakeRetakePipeline)
+    qwen_multiangle_pipeline: FakeQwenMultiAnglePipeline = field(default_factory=FakeQwenMultiAnglePipeline)
 
     def __post_init__(self) -> None:
         FakeFastVideoPipeline.bind_singleton(self.fast_video_pipeline)
@@ -776,3 +803,4 @@ def __post_init__(self) -> None:
         FakePoseProcessorPipeline.bind_singleton(self.pose_processor_pipeline)
         FakeA2VPipeline.bind_singleton(self.a2v_pipeline)
         FakeRetakePipeline.bind_singleton(self.retake_pipeline)
+        FakeQwenMultiAnglePipeline.bind_singleton(self.qwen_multiangle_pipeline)
diff --git a/backend/tests/test_api_calls.py b/backend/tests/test_api_calls.py
index 2d1eea9ae..035cbd323 100644
--- a/backend/tests/test_api_calls.py
+++ b/backend/tests/test_api_calls.py
@@ -1,7 +1,8 @@
-"""Integration-style tests for /api/suggest-gap-prompt, /api/retake."""
+"""Integration-style tests for /api/suggest-gap-prompt, /api/retake, /api/qwen-multiangle."""
 
 from __future__ import annotations
 
+import base64
 import uuid
 
 from services.interfaces import HttpTimeoutError
@@ -270,3 +271,57 @@ def test_prefers_api_video_without_key_falls_back_to_local_retake(
         assert r.json()["status"] == "complete"
         assert len(test_state.ltx_api_client.retake_calls) == 0
         assert len(fake_services.retake_pipeline.generate_calls) == 1
+
+
+class TestQwenMultiAngle:
+    def _data_url(self, make_test_image) -> str:
+        png_bytes = make_test_image(64, 64, "red").getvalue()
+        return "data:image/png;base64," + base64.b64encode(png_bytes).decode()
+
+    def _base_payload(self, make_test_image) -> dict[str, object]:
+        return {
+            "image_data_url": self._data_url(make_test_image),
+            "azimuth_deg": 135.0,
+            "elevation_deg": 0.0,
+            "zoom": 0.6,
+        }
+
+    def test_happy_path(self, client, test_state, make_test_image, fake_services):
+        r = client.post("/api/qwen-multiangle/generate", json=self._base_payload(make_test_image))
+        assert r.status_code == 200
+        data = r.json()
+        assert data["status"] == "complete"
+        assert data["image_data_url"].startswith("data:image/png;base64,")
+        assert data["prompt"] == "<sks> back-right quarter view eye-level shot close-up"
+        assert data["seed"] == 42
+        assert len(fake_services.qwen_multiangle_pipeline.generate_calls) == 1
+
+    def test_extra_prompt_appended(self, client, test_state, make_test_image):
+        payload = self._base_payload(make_test_image)
+        payload["extra_prompt"] = "dramatic lighting"
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 200
+        assert r.json()["prompt"].endswith("dramatic lighting")
+
+    def test_randomize_seed_returns_int(self, client, test_state, make_test_image):
+        payload = self._base_payload(make_test_image)
+        payload["seed"] = 42
+        payload["randomize_seed"] = True
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 200
+        assert isinstance(r.json()["seed"], int)
+
+    def test_invalid_data_url_400(self, client, test_state):
+        payload = {
+            "image_data_url": "not-a-data-url",
+            "azimuth_deg": 0.0,
+            "elevation_deg": 0.0,
+            "zoom": 1.0,
+        }
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 400
+
+    def test_pipeline_failure_surfaces_500(self, client, test_state, make_test_image, fake_services):
+        fake_services.qwen_multiangle_pipeline.raise_on_generate = RuntimeError("boom")
+        r = client.post("/api/qwen-multiangle/generate", json=self._base_payload(make_test_image))
+        assert r.status_code == 500
diff --git a/backend/tests/test_qwen_angle_mapping.py b/backend/tests/test_qwen_angle_mapping.py
new file mode 100644
index 000000000..9479d47a5
--- /dev/null
+++ b/backend/tests/test_qwen_angle_mapping.py
@@ -0,0 +1,118 @@
+"""Unit tests for the gizmo-to-prompt bucket mapping."""
+
+import pytest
+
+from services.qwen_multiangle_pipeline.angle_mapping import (
+    AZIMUTH_BUCKETS,
+    DISTANCE_BUCKETS,
+    ELEVATION_BUCKETS,
+    mapping_table,
+    snap_azimuth,
+    snap_distance,
+    snap_elevation,
+    snap_pose,
+)
+
+
+def test_vocabulary_is_96_poses():
+    assert len(AZIMUTH_BUCKETS) * len(ELEVATION_BUCKETS) * len(DISTANCE_BUCKETS) == 96
+
+
+# Degrees AND phrases are both viewer-relative camera positions (verified
+# empirically 2026-07-10: "left side view" renders the camera at the
+# viewer's left). 45 = camera to viewer's right = "front-right quarter view".
+@pytest.mark.parametrize(
+    ("deg", "expected_phrase"),
+    [
+        (0, "front view"),
+        (45, "front-right quarter view"),
+        (90, "right side view"),
+        (131, "back-right quarter view"),
+        (180, "back view"),
+        (225, "back-left quarter view"),
+        (270, "left side view"),
+        (315, "front-left quarter view"),
+        (350, "front view"),  # wraps to nearest
+        (-45, "front-left quarter view"),  # negative wraps
+        (360, "front view"),
+        (22.4, "front view"),  # just inside front's half-sector
+        (22.6, "front-right quarter view"),  # just past the boundary
+    ],
+)
+def test_azimuth_snapping(deg, expected_phrase):
+    assert AZIMUTH_BUCKETS[snap_azimuth(deg)][1] == expected_phrase
+
+
+@pytest.mark.parametrize(
+    ("deg", "expected_label"),
+    [
+        (0, "front"),
+        (45, "front-right"),
+        (90, "right side"),
+        (135, "back-right"),
+        (180, "back"),
+        (225, "back-left"),
+        (270, "left side"),
+        (315, "front-left"),
+    ],
+)
+def test_azimuth_labels_are_viewer_relative(deg, expected_label):
+    assert AZIMUTH_BUCKETS[snap_azimuth(deg)][2] == expected_label
+
+
+@pytest.mark.parametrize(
+    ("deg", "expected_phrase"),
+    [
+        (-90, "low-angle shot"),  # clamped by nearest
+        (-30, "low-angle shot"),
+        (-5, "eye-level shot"),  # the ComfyUI screenshot's exact value
+        (0, "eye-level shot"),
+        (14, "eye-level shot"),
+        (16, "elevated shot"),
+        (44, "elevated shot"),
+        (46, "high-angle shot"),
+        (60, "high-angle shot"),
+        (90, "high-angle shot"),
+    ],
+)
+def test_elevation_snapping(deg, expected_phrase):
+    assert ELEVATION_BUCKETS[snap_elevation(deg)][1] == expected_phrase
+
+
+@pytest.mark.parametrize(
+    ("zoom", "expected_phrase"),
+    [
+        (0.3, "close-up"),
+        (0.6, "close-up"),
+        (0.77, "close-up"),  # geometric mean of 0.6 and 1.0 is ~0.775
+        (0.78, "medium shot"),
+        (1.0, "medium shot"),
+        (1.33, "medium shot"),  # geometric mean of 1.0 and 1.8 is ~1.342
+        (1.35, "wide shot"),
+        (1.8, "wide shot"),
+        (8.0, "wide shot"),  # the ComfyUI screenshot's exact value
+    ],
+)
+def test_distance_snapping(zoom, expected_phrase):
+    assert DISTANCE_BUCKETS[snap_distance(zoom)][1] == expected_phrase
+
+
+def test_screenshot_pose_roundtrip():
+    """The exact pose from the reference ComfyUI screenshot reproduces its prompt
+    (ComfyUI's H-angle convention matches ours: viewer-relative camera position)."""
+    pose = snap_pose(azimuth_deg=131, elevation_deg=-5, zoom=0.6)
+    assert pose.prompt == "<sks> back-right quarter view eye-level shot close-up"
+
+
+def test_prompt_format():
+    pose = snap_pose(0, 0, 1.0)
+    assert pose.prompt == "<sks> front view eye-level shot medium shot"
+
+
+def test_mapping_table_shape():
+    table = mapping_table()
+    assert table["trigger"] == "<sks>"
+    assert len(table["azimuths"]) == 8
+    assert len(table["elevations"]) == 4
+    assert len(table["distances"]) == 3
+    assert all("label" in a and "phrase" in a and "deg" in a for a in table["azimuths"])
diff --git a/backend/uv.lock b/backend/uv.lock
index 91e1c93c6..6c27b1f44 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -322,6 +322,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ab/6e/81d47999aebc1b155f81eca4477a616a70f238a2549848c38983f3c22a82/ftfy-6.3.1-py3-none-any.whl", hash = "sha256:7c70eb532015cd2f9adb53f101fb6c7945988d023a085d127d1573dc49dd0083", size = 44821, upload-time = "2024-10-26T00:50:33.425Z" },
 ]
 
+[[package]]
+name = "gguf"
+version = "0.19.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "tqdm" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/48/ae/17f1308ae45cd7b08ebb521747d5b23f4efc4d172038a4e228dd5106c3ff/gguf-0.19.0.tar.gz", hash = "sha256:dbadcd6cc7ccd44256f2229fe7c2dff5e8aa5cf0612ab987fd2b1a57e428923f", size = 111220, upload-time = "2026-05-06T13:04:03.667Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/bb/d71d6da82763528c2c2ed6b59a9d6142c6595545a4c448e2085d155e88c2/gguf-0.19.0-py3-none-any.whl", hash = "sha256:70bcd10edfe697fb2dad6e40af2234b9d8ece9a41a99761405121ebda1c3c1cd", size = 118475, upload-time = "2026-05-06T13:04:02.588Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -535,6 +550,7 @@ dependencies = [
     { name = "diffusers" },
     { name = "fastapi" },
     { name = "ftfy" },
+    { name = "gguf" },
     { name = "huggingface-hub" },
     { name = "imageio" },
     { name = "imageio-ffmpeg" },
@@ -551,6 +567,7 @@ dependencies = [
     { name = "sentencepiece" },
     { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torchvision" },
     { name = "tqdm" },
     { name = "transformers" },
     { name = "triton", marker = "sys_platform == 'linux'" },
@@ -576,6 +593,7 @@ requires-dist = [
     { name = "diffusers", git = "https://github.com/huggingface/diffusers.git?rev=0d32f8054438fd38204ae2d46155d2c971c90da5" },
     { name = "fastapi", specifier = ">=0.115.0" },
     { name = "ftfy", specifier = ">=6.0.0" },
+    { name = "gguf", specifier = ">=0.10.0" },
     { name = "httpx", marker = "extra == 'test'", specifier = ">=0.27" },
     { name = "huggingface-hub", specifier = ">=0.23.0" },
     { name = "imageio", specifier = ">=2.37.2" },
@@ -596,6 +614,7 @@ requires-dist = [
     { name = "sentencepiece", specifier = ">=0.1.99" },
     { name = "torch", marker = "sys_platform != 'linux' and sys_platform != 'win32'", specifier = ">=2.3.0" },
     { name = "torch", marker = "sys_platform == 'linux' or sys_platform == 'win32'", specifier = ">=2.3.0", index = "https://download.pytorch.org/whl/cu128" },
+    { name = "torchvision", specifier = ">=0.18.0" },
     { name = "tqdm", specifier = ">=4.66.0" },
     { name = "transformers", specifier = ">=5.2,<6" },
     { name = "triton", marker = "sys_platform == 'linux'" },
@@ -1750,6 +1769,39 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5d/61/0e1f464463b85bc677036faffdfd23493aa17e8c3fc3a649abca8c019701/torchaudio-2.10.0-cp314-cp314t-win_amd64.whl", hash = "sha256:e49f6a18a8552620c4394f8529b7551eda9312d46dfdd3500bd2be459c86aea4", size = 478968, upload-time = "2026-01-21T16:28:19.542Z" },
 ]
 
+[[package]]
+name = "torchvision"
+version = "0.25.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/56/3a/6ea0d73f49a9bef38a1b3a92e8dd455cea58470985d25635beab93841748/torchvision-0.25.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2abe430c90b1d5e552680037d68da4eb80a5852ebb1c811b2b89d299b10573b", size = 1874920, upload-time = "2026-01-21T16:27:45.348Z" },
+    { url = "https://files.pythonhosted.org/packages/51/f8/c0e1ef27c66e15406fece94930e7d6feee4cb6374bbc02d945a630d6426e/torchvision-0.25.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:b75deafa2dfea3e2c2a525559b04783515e3463f6e830cb71de0fb7ea36fe233", size = 2344556, upload-time = "2026-01-21T16:27:40.125Z" },
+    { url = "https://files.pythonhosted.org/packages/68/2f/f24b039169db474e8688f649377de082a965fbf85daf4e46c44412f1d15a/torchvision-0.25.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:f25aa9e380865b11ea6e9d99d84df86b9cc959f1a007cd966fc6f1ab2ed0e248", size = 8072351, upload-time = "2026-01-21T16:27:21.074Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/16/8f650c2e288977cf0f8f85184b90ee56ed170a4919347fc74ee99286ed6f/torchvision-0.25.0-cp312-cp312-win_amd64.whl", hash = "sha256:f9c55ae8d673ab493325d1267cbd285bb94d56f99626c00ac4644de32a59ede3", size = 4303059, upload-time = "2026-01-21T16:27:11.08Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/5b/1562a04a6a5a4cf8cf40016a0cdeda91ede75d6962cff7f809a85ae966a5/torchvision-0.25.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:24e11199e4d84ba9c5ee7825ebdf1cd37ce8deec225117f10243cae984ced3ec", size = 1874918, upload-time = "2026-01-21T16:27:39.02Z" },
+    { url = "https://files.pythonhosted.org/packages/36/b1/3d6c42f62c272ce34fcce609bb8939bdf873dab5f1b798fd4e880255f129/torchvision-0.25.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:5f271136d2d2c0b7a24c5671795c6e4fd8da4e0ea98aeb1041f62bc04c4370ef", size = 2309106, upload-time = "2026-01-21T16:27:30.624Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/60/59bb9c8b67cce356daeed4cb96a717caa4f69c9822f72e223a0eae7a9bd9/torchvision-0.25.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:855c0dc6d37f462482da7531c6788518baedca1e0847f3df42a911713acdfe52", size = 8071522, upload-time = "2026-01-21T16:27:29.392Z" },
+    { url = "https://files.pythonhosted.org/packages/32/a5/9a9b1de0720f884ea50dbf9acb22cbe5312e51d7b8c4ac6ba9b51efd9bba/torchvision-0.25.0-cp313-cp313-win_amd64.whl", hash = "sha256:cef0196be31be421f6f462d1e9da1101be7332d91984caa6f8022e6c78a5877f", size = 4321911, upload-time = "2026-01-21T16:27:35.195Z" },
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+    { url = "https://files.pythonhosted.org/packages/28/cc/2103149761fdb4eaed58a53e8437b2d716d48f05174fab1d9fcf1e2a2244/torchvision-0.25.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:146d02c9876858420adf41f3189fe90e3d6a409cbfa65454c09f25fb33bf7266", size = 2310735, upload-time = "2026-01-21T16:27:22.327Z" },
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+    { url = "https://files.pythonhosted.org/packages/63/cc/0ea68b5802e5e3c31f44b307e74947bad5a38cc655231d845534ed50ddb8/torchvision-0.25.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5e6b449e9fa7d642142c0e27c41e5a43b508d57ed8e79b7c0a0c28652da8678c", size = 4344260, upload-time = "2026-01-21T16:27:17.018Z" },
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+    { url = "https://files.pythonhosted.org/packages/08/e6/0927784e6ffc340b6676befde1c60260bd51641c9c574b9298d791a9cda4/torchvision-0.25.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:846890161b825b38aa85fc37fb3ba5eea74e7091ff28bab378287111483b6443", size = 8089772, upload-time = "2026-01-21T16:27:14.048Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/37/e7ca4ec820d434c0f23f824eb29f0676a0c3e7a118f1514f5b949c3356da/torchvision-0.25.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f07f01d27375ad89d72aa2b3f2180f07da95dd9d2e4c758e015c0acb2da72977", size = 4425879, upload-time = "2026-01-21T16:27:12.579Z" },
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.3"
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 50fda384b..184de13a0 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -30,6 +30,7 @@ import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './g
 import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
 import { MediaThumb } from './MediaThumb'
+import { QwenMultiAnglePanel } from './QwenMultiAnglePanel'
 
 /* Theme tokens sampled from the LTX / GPM screenshots (from the prototype). */
 const C = {
@@ -49,7 +50,7 @@ function camImageUrl(file?: string): string | undefined {
   return hit?.[1]
 }
 
-type GpmTab = 'performance' | 'shot' | 'camera' | 'workflow' | 'prompts' | 'images' | 'plates'
+type GpmTab = 'performance' | 'shot' | 'camera' | 'workflow' | 'prompts' | 'images' | 'plates' | 'qwenAngle'
 
 // DND mime types for folder drag-reorder, distinct per panel so a drag in one can't drop in the other.
 const PROMPT_FOLDER_DND = 'application/x-gpm-pro-promptfolder'
@@ -1427,6 +1428,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const TABS: Array<[GpmTab, string]> = [
     ['prompts', 'Prompts'], ['images', 'Images'], ['camera', 'Camera'],
     ['shot', 'Shot Setup'], ['plates', 'Plates'], ['workflow', 'Workflow'],
+    ['qwenAngle', 'Multi-Angle'],
   ]
   const ALL_TABS: Array<[GpmTab, string]> = [...TABS, ['performance', 'Performance Studio']]
 
@@ -1454,6 +1456,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
       {tab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
+      {tab === 'qwenAngle' && <QwenMultiAnglePanel onUse={sendImageToGenSpace} flash={flash} />}
     </>
   )
   const activePanel = renderPanel(gpmTab)
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
new file mode 100644
index 000000000..e9c1e0a1d
--- /dev/null
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -0,0 +1,500 @@
+import { useEffect, useRef, useState } from 'react'
+import { Orbit, Upload, X, ChevronLeft, ChevronRight, Send, Save, Shuffle, FolderOpen } from 'lucide-react'
+import type { GpmImage } from './gpm-storage'
+import { gpmId } from './gpm-storage'
+import { GPM_IMAGE_DND_TYPE, type GpmDndImage } from './gpm-image-file'
+import { FILE_DND, type LibFile } from './DownloadsBrowser'
+import { ApiClient } from '@/lib/api-client'
+import {
+  AZIMUTH_BUCKETS, ELEVATION_BUCKETS, DISTANCE_BUCKETS,
+  snapAzimuth, snapElevation, snapPose, poseToPrompt,
+} from './qwen-angle-mapping'
+
+// Matches the standalone app's own detent labels — easier to scan than raw
+// degrees, and these are the LoRA's real vocabulary words anyway.
+const ELEVATION_SHORT_LABELS = ['Low', 'Eye', 'Elevated', 'High']
+
+const SAVE_FOLDER_KEY = 'gpm_qwen_angle_save_folder'
+
+/* Theme tokens — matches PromptManagerPro.tsx's C object exactly. */
+const C = {
+  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
+  border: '#26262d', borderLt: '#34343d',
+  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
+  blue: '#1f8fff', green: '#28c76f', amber: '#f5a623',
+}
+const ACCENT2 = '#ff5c93' // camera-dot / sight-line accent, distinct from C.blue
+
+interface ResultEntry {
+  id: string
+  dataUrl: string
+  prompt: string
+  seed: number
+  isMock: boolean
+}
+
+/* ---- 3D orbit gizmo math (ported verbatim from the standalone app) -------
+   Fixed viewpoint: the VIEW never moves, only the camera dot orbits. One
+   constant projection, no scene graph. See reference/README.md in the
+   standalone repo for why this beats an orbiting-camera implementation. */
+const G3D = {
+  pitch: (28 * Math.PI) / 180,
+  D: 3.2,
+  f: 220,
+  cx: 110, cy: 95,
+  radii: [0.8, 1.0, 1.25],
+}
+function g3dProject(x: number, y: number, z: number) {
+  const c = Math.cos(G3D.pitch), s = Math.sin(G3D.pitch)
+  const y2 = y * c - z * s
+  const z2 = y * s + z * c
+  const k = G3D.f / (G3D.D - z2)
+  return { sx: G3D.cx + x * k, sy: G3D.cy - y2 * k, depth: z2 }
+}
+function g3dDotWorld(azDeg: number, elDeg: number, znIdx: number) {
+  const az = (azDeg * Math.PI) / 180
+  const el = (elDeg * Math.PI) / 180
+  const r = G3D.radii[znIdx]
+  return { x: r * Math.cos(el) * Math.sin(az), y: r * Math.sin(el), z: r * Math.cos(el) * Math.cos(az) }
+}
+function ringPoints(azFrom: number, azTo: number, r: number, steps: number) {
+  const pts: { x: number; y: number; z: number }[] = []
+  for (let i = 0; i <= steps; i++) {
+    const a = ((azFrom + (azTo - azFrom) * (i / steps)) * Math.PI) / 180
+    pts.push({ x: r * Math.sin(a), y: 0, z: r * Math.cos(a) })
+  }
+  return pts
+}
+function drawPolyline(
+  ctxBack: CanvasRenderingContext2D, ctxFront: CanvasRenderingContext2D,
+  pts: { x: number; y: number; z: number }[],
+  style: Partial<CanvasRenderingContext2D>,
+) {
+  for (const ctx of [ctxBack, ctxFront]) {
+    ctx.save()
+    Object.assign(ctx, style)
+    ctx.beginPath()
+    let started = false
+    for (const p of pts) {
+      const front = p.z >= 0
+      if ((ctx === ctxFront) !== front) { started = false; continue }
+      const q = g3dProject(p.x, p.y, p.z)
+      if (started) ctx.lineTo(q.sx, q.sy); else { ctx.moveTo(q.sx, q.sy); started = true }
+    }
+    ctx.stroke()
+    ctx.restore()
+  }
+}
+
+export function QwenMultiAnglePanel({ onUse, flash }: {
+  onUse: (img: GpmImage) => void
+  flash: (m: string) => void
+}) {
+  const [source, setSource] = useState<{ name: string; dataUrl: string } | null>(null)
+  const [view, setView] = useState<'dial' | '3d'>('3d')
+  const [azDeg, setAzDeg] = useState(135)
+  const [elDeg, setElDeg] = useState(0)
+  const [znIdx, setZnIdx] = useState(0)
+  const [extraPrompt, setExtraPrompt] = useState('')
+  const [seed, setSeed] = useState(42)
+  const [randomizeSeed, setRandomizeSeed] = useState(false)
+  const [busy, setBusy] = useState(false)
+  const [history, setHistory] = useState<ResultEntry[]>([])
+  const [histIdx, setHistIdx] = useState(-1)
+  const [saveFolder, setSaveFolder] = useState<string | null>(() => localStorage.getItem(SAVE_FOLDER_KEY))
+  const [saveStatus, setSaveStatus] = useState<string | null>(null)
+
+  const fileRef = useRef<HTMLInputElement | null>(null)
+  const backCanvasRef = useRef<HTMLCanvasElement | null>(null)
+  const frontCanvasRef = useRef<HTMLCanvasElement | null>(null)
+  const dragState = useRef<{ lastX: number; lastY: number } | null>(null)
+
+  const azIdx = snapAzimuth(azDeg)
+  const elIdx = snapElevation(elDeg)
+  const pose = snapPose(azDeg, elDeg, DISTANCE_BUCKETS[znIdx].zoom)
+  const isEcu = znIdx === 0 && /extreme close-up/i.test(extraPrompt)
+  const prompt = extraPrompt.trim() ? `${poseToPrompt(pose)}, ${extraPrompt.trim()}` : poseToPrompt(pose)
+
+  /* ---- source image: file picker + drag-drop (from disk or another GPM panel) ---- */
+  const readDataUrl = (file: File) => new Promise<string>((res, rej) => {
+    const r = new FileReader(); r.onload = () => res(String(r.result)); r.onerror = () => rej(r.error); r.readAsDataURL(file)
+  })
+  const onSourceDrop = async (e: React.DragEvent) => {
+    e.preventDefault()
+    const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpm) { const d = JSON.parse(gpm) as GpmDndImage; setSource({ name: d.name, dataUrl: d.dataUrl }); return }
+    // Studio Assets (Downloads Browser) drags on-disk files by path, not a
+    // dataUrl. Read the bytes and build a real data URL — the backend
+    // generate call needs actual image data, not a file:// reference.
+    const lib = e.dataTransfer.getData(FILE_DND)
+    if (lib) {
+      const d = JSON.parse(lib) as LibFile
+      if (!d.isVideo && !d.isAudio) {
+        const file = await window.electronAPI?.readLocalFile?.({ filePath: d.path })
+        if (file) setSource({ name: d.name, dataUrl: `data:${file.mimeType};base64,${file.data}` })
+      }
+      return
+    }
+    const file = e.dataTransfer.files?.[0]
+    if (file?.type.startsWith('image/')) setSource({ name: file.name, dataUrl: await readDataUrl(file) })
+  }
+  const onSourcePick = async (e: React.ChangeEvent<HTMLInputElement>) => {
+    const file = e.target.files?.[0]; e.target.value = ''
+    if (file) setSource({ name: file.name, dataUrl: await readDataUrl(file) })
+  }
+
+  /* ---- 3D canvas draw ---- */
+  useEffect(() => {
+    if (view !== '3d') return
+    const back = backCanvasRef.current?.getContext('2d')
+    const front = frontCanvasRef.current?.getContext('2d')
+    if (!back || !front) return
+    back.clearRect(0, 0, 220, 190)
+    front.clearRect(0, 0, 220, 190)
+
+    const rOrbit = G3D.radii[znIdx]
+    drawPolyline(back, front, ringPoints(0, 360, rOrbit, 96), { strokeStyle: C.borderLt, lineWidth: 1.5 })
+    AZIMUTH_BUCKETS.forEach((b, i) => {
+      drawPolyline(back, front,
+        [0.93, 1.07].map((rr) => {
+          const a = (b.deg * Math.PI) / 180
+          return { x: rr * rOrbit * Math.sin(a), y: 0, z: rr * rOrbit * Math.cos(a) }
+        }),
+        { strokeStyle: i === azIdx ? C.blue : C.borderLt, lineWidth: i === azIdx ? 2.5 : 1.5 })
+    })
+    const azC = AZIMUTH_BUCKETS[azIdx].deg
+    drawPolyline(back, front, ringPoints(azC - 22.5, azC + 22.5, rOrbit, 24), { strokeStyle: C.blue, lineWidth: 4, lineCap: 'round' })
+
+    const d = g3dDotWorld(azDeg, elDeg, znIdx)
+    const behind = d.z < 0
+    const ctx = behind ? back : front
+    const dp = g3dProject(d.x, d.y, d.z)
+    const fp = g3dProject(d.x, 0, d.z)
+    const op = g3dProject(0, 0, 0)
+
+    ctx.save()
+    ctx.globalAlpha = behind ? 0.45 : 1
+    ctx.setLineDash([4, 4]); ctx.strokeStyle = ACCENT2; ctx.lineWidth = 1
+    ctx.beginPath(); ctx.moveTo(dp.sx, dp.sy); ctx.lineTo(op.sx, op.sy); ctx.stroke()
+    ctx.setLineDash(behind ? [3, 3] : [])
+    ctx.strokeStyle = ACCENT2; ctx.lineWidth = 1.5
+    ctx.beginPath(); ctx.moveTo(fp.sx, fp.sy); ctx.lineTo(dp.sx, dp.sy); ctx.stroke()
+    ctx.beginPath(); ctx.arc(dp.sx, dp.sy, 6, 0, Math.PI * 2)
+    ctx.fillStyle = ACCENT2; ctx.fill(); ctx.strokeStyle = '#fff'; ctx.lineWidth = 1.5; ctx.stroke()
+    ctx.restore()
+
+    front.save()
+    front.beginPath(); front.arc(op.sx, op.sy, 3, 0, Math.PI * 2)
+    front.fillStyle = C.borderLt; front.fill()
+    front.restore()
+
+    const fpnt = g3dProject(0, 0, rOrbit * 1.24)
+    front.save()
+    front.font = '600 9px sans-serif'; front.textAlign = 'center'; front.fillStyle = C.muted
+    front.fillText('FRONT', fpnt.sx, fpnt.sy + 3)
+    front.restore()
+  }, [view, azDeg, elDeg, znIdx, azIdx])
+
+  const onGizmoPointerDown = (e: React.PointerEvent<HTMLDivElement>) => {
+    dragState.current = { lastX: e.clientX, lastY: e.clientY }
+    e.currentTarget.setPointerCapture(e.pointerId)
+  }
+  const onGizmoPointerMove = (e: React.PointerEvent<HTMLDivElement>) => {
+    if (!dragState.current) return
+    const dx = e.clientX - dragState.current.lastX
+    const dy = e.clientY - dragState.current.lastY
+    dragState.current = { lastX: e.clientX, lastY: e.clientY }
+    setAzDeg((a) => a + dx * 0.5)
+    setElDeg((el) => Math.max(-30, Math.min(60, el - dy * 0.35)))
+  }
+  const onGizmoPointerUp = () => { dragState.current = null }
+  const onGizmoWheel = (e: React.WheelEvent) => {
+    e.preventDefault()
+    setZnIdx((z) => Math.max(0, Math.min(2, z + (e.deltaY > 0 ? 1 : -1))))
+  }
+
+  /* ---- dial (2D) geometry ---- */
+  const R = 78
+  const azToXY = (deg: number, r = R) => {
+    const rad = (deg * Math.PI) / 180
+    return [r * Math.sin(rad), r * Math.cos(rad)]
+  }
+
+  const generate = async () => {
+    if (!source || busy) return
+    setBusy(true)
+    const result = await ApiClient.qwenMultiAngleGenerate({
+      image_data_url: source.dataUrl,
+      azimuth_deg: azDeg,
+      elevation_deg: elDeg,
+      zoom: DISTANCE_BUCKETS[znIdx].zoom,
+      seed,
+      randomize_seed: randomizeSeed,
+      use_lightning: true,
+      extra_prompt: extraPrompt,
+    })
+    if (!result.ok) {
+      flash(`Generate failed: ${result.error.message}`)
+      setBusy(false)
+      return
+    }
+    const entry: ResultEntry = {
+      id: gpmId(),
+      dataUrl: result.data.image_data_url,
+      prompt: result.data.prompt,
+      seed: result.data.seed,
+      isMock: false,
+    }
+    setHistory((h) => { const next = [...h, entry]; setHistIdx(next.length - 1); return next })
+    setBusy(false)
+  }
+
+  const current = histIdx >= 0 ? history[histIdx] : null
+
+  const inject = () => {
+    if (!current) return
+    onUse({ id: current.id, name: `qwen-angle-${current.seed}`, folderId: null, dataUrl: current.dataUrl, addedAt: Date.now(), isVideo: false })
+    flash('Sent to Gen Space')
+  }
+
+  const chooseFolder = async () => {
+    const dir = await window.electronAPI?.showOpenDirectoryDialog?.({ title: 'Choose a folder for saved angle images' })
+    if (!dir) return
+    setSaveFolder(dir)
+    localStorage.setItem(SAVE_FOLDER_KEY, dir)
+    setSaveStatus(`Save folder: ${dir}`)
+  }
+  const saveResult = async () => {
+    if (!current) return
+    let folder = saveFolder
+    if (!folder) {
+      folder = await window.electronAPI?.showOpenDirectoryDialog?.({ title: 'Choose a folder for saved angle images' }) ?? null
+      if (!folder) return
+      setSaveFolder(folder)
+      localStorage.setItem(SAVE_FOLDER_KEY, folder)
+    }
+    const slug = current.prompt.replace(/^<sks>\s*/, '').toLowerCase().replace(/[^a-z0-9]+/g, '-').replace(/^-+|-+$/g, '').slice(0, 48)
+    const stamp = new Date().toISOString().replace(/[:.]/g, '-').slice(0, 19)
+    const filePath = `${folder}/qwen_angle_${stamp}_${slug || 'image'}.png`
+    const base64 = current.dataUrl.split(',')[1] ?? current.dataUrl
+    const res = await window.electronAPI?.saveFile?.({ filePath, data: base64, encoding: 'base64' })
+    if (res?.success) { setSaveStatus(`Saved: ${res.path}`); flash('Saved') }
+    else { setSaveStatus(`Save failed: ${res?.error ?? 'unknown error'}`); flash('Save failed') }
+  }
+  const onResultDragStart = (e: React.DragEvent) => {
+    if (!current) return
+    e.dataTransfer.setData(GPM_IMAGE_DND_TYPE, JSON.stringify({ name: `qwen-angle-${current.seed}`, dataUrl: current.dataUrl }))
+    e.dataTransfer.effectAllowed = 'copy'
+  }
+
+  return (
+    <div>
+      <div className="flex items-center gap-2 mb-3">
+        <Orbit size={16} style={{ color: C.blue }} />
+        <span className="text-sm font-semibold" style={{ color: C.text }}>Multi-Angle</span>
+      </div>
+
+      <div className="flex flex-wrap gap-3 mb-2">
+        {/* source image — 16:9, generously sized */}
+        <div style={{ flex: '1 1 220px', minWidth: 200 }}>
+          <div
+            onDragOver={(e) => e.preventDefault()} onDrop={(e) => void onSourceDrop(e)}
+            onClick={() => fileRef.current?.click()}
+            className="rounded-md cursor-pointer overflow-hidden relative w-full"
+            style={{ border: source ? `1px solid ${C.border}` : `1px dashed ${C.borderLt}`, aspectRatio: '16/9', background: C.card }}
+            title="Click or drop an image"
+          >
+            {source
+              ? <img src={source.dataUrl} alt={source.name} style={{ width: '100%', height: '100%', objectFit: 'cover', display: 'block' }} />
+              : <div className="w-full h-full flex flex-col items-center justify-center gap-1" style={{ color: C.faint }}>
+                  <Upload size={18} /><span className="text-[10px]">Click or drop an image</span>
+                </div>}
+            {source && (
+              <button
+                onClick={(e) => { e.stopPropagation(); setSource(null); setHistory([]); setHistIdx(-1) }}
+                className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded"
+                style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }} title="Clear"
+              ><X size={12} /></button>
+            )}
+          </div>
+          <input ref={fileRef} type="file" accept="image/*" className="hidden" onChange={(e) => void onSourcePick(e)} />
+
+          {/* extra prompt — sits under the preview image to fill the space
+             left over now that the image is a short 16:9 box. */}
+          <div className="relative mt-2">
+            <textarea
+              value={extraPrompt} onChange={(e) => setExtraPrompt(e.target.value)} rows={4}
+              placeholder="Extra prompt — lighting, mood, added elements"
+              className="w-full text-[11px] rounded px-2 py-1.5 resize-none"
+              style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+            />
+            {extraPrompt && (
+              <button onClick={() => setExtraPrompt('')} className="absolute top-1 right-1 h-4 w-4 flex items-center justify-center rounded-full" style={{ background: C.borderLt, color: C.text }}>
+                <X size={10} />
+              </button>
+            )}
+          </div>
+        </div>
+
+        {/* camera controls */}
+        <div style={{ flex: '1 1 220px', minWidth: 200 }}>
+          <div className="flex rounded-md overflow-hidden mb-2" style={{ border: `1px solid ${C.border}` }}>
+            {(['3d', 'dial'] as const).map((v) => (
+              <button
+                key={v} onClick={() => setView(v)}
+                className="flex-1 text-[11px] py-1.5 font-medium"
+                style={{ background: view === v ? C.blue : C.card, color: view === v ? '#fff' : C.muted }}
+              >{v === '3d' ? '3D Orbit' : 'Dial'}</button>
+            ))}
+          </div>
+
+          {view === '3d' ? (
+            <div
+              onPointerDown={onGizmoPointerDown} onPointerMove={onGizmoPointerMove} onPointerUp={onGizmoPointerUp}
+              onWheel={onGizmoWheel}
+              className="relative mb-2 mx-auto" style={{ width: 220, height: 190, cursor: 'grab', touchAction: 'none' }}
+            >
+              <canvas ref={backCanvasRef} width={220} height={190} className="absolute inset-0 pointer-events-none" />
+              <canvas ref={frontCanvasRef} width={220} height={190} className="absolute inset-0 pointer-events-none" />
+            </div>
+          ) : (
+            <div className="flex justify-center mb-2">
+              <svg width={180} height={180} viewBox="-90 -90 180 180">
+                {AZIMUTH_BUCKETS.map((b, i) => {
+                  const [x0, y0] = azToXY(b.deg - 22.5, 84), [x1, y1] = azToXY(b.deg + 22.5, 84)
+                  const [xi0, yi0] = azToXY(b.deg - 22.5, 36), [xi1, yi1] = azToXY(b.deg + 22.5, 36)
+                  return (
+                    <path
+                      key={b.deg}
+                      d={`M ${xi0} ${yi0} L ${x0} ${y0} A 84 84 0 0 1 ${x1} ${y1} L ${xi1} ${yi1} A 36 36 0 0 0 ${xi0} ${yi0} Z`}
+                      fill={i === azIdx ? 'rgba(31,143,255,0.35)' : C.card}
+                      stroke={i === azIdx ? C.blue : C.border}
+                      onClick={() => setAzDeg(b.deg)}
+                      style={{ cursor: 'pointer' }}
+                    />
+                  )
+                })}
+                <circle r={11} fill={C.borderLt} />
+                <polygon points="-6,9 6,9 0,20" fill={C.borderLt} />
+                <circle cx={azToXY(azDeg, 60)[0]} cy={azToXY(azDeg, 60)[1]} r={8} fill={ACCENT2} stroke="#fff" strokeWidth={1.5} />
+              </svg>
+            </div>
+          )}
+
+          {/* elevation */}
+          <div className="flex gap-1 mb-2">
+            {ELEVATION_BUCKETS.map((b, i) => (
+              <button
+                key={b.deg} onClick={() => setElDeg(b.deg)}
+                className="flex-1 text-[10px] py-1 rounded"
+                style={{ background: i === elIdx ? C.blue : C.card, color: i === elIdx ? '#fff' : C.muted, border: `1px solid ${i === elIdx ? C.blue : C.border}` }}
+              >{ELEVATION_SHORT_LABELS[i]}</button>
+            ))}
+          </div>
+
+          {/* zoom + ECU */}
+          <div className="flex gap-1 mb-2">
+            {DISTANCE_BUCKETS.map((b, i) => (
+              <button
+                key={b.zoom} onClick={() => setZnIdx(i)}
+                className="flex-1 text-[10px] py-1.5 rounded"
+                style={{ background: i === znIdx && !isEcu ? C.blue : C.card, color: i === znIdx && !isEcu ? '#fff' : C.muted, border: `1px solid ${i === znIdx && !isEcu ? C.blue : C.border}` }}
+              >{b.phrase}</button>
+            ))}
+            <button
+              onClick={() => { setZnIdx(0); if (!/extreme close-up/i.test(extraPrompt)) setExtraPrompt((p) => (p.trim() ? `${p.trim()}, extreme close-up` : 'extreme close-up')) }}
+              className="flex-1 text-[10px] py-1.5 rounded font-semibold"
+              style={{ background: isEcu ? C.amber : C.card, color: isEcu ? '#1a1206' : C.muted, border: `1px solid ${isEcu ? C.amber : C.border}` }}
+            >ECU</button>
+          </div>
+        </div>
+      </div>
+
+      {/* live prompt preview */}
+      <div className="rounded px-2 py-1.5 mb-2 text-[10px] font-mono truncate" style={{ background: C.elev, color: ACCENT2, border: `1px solid ${C.border}` }} title={prompt}>
+        {prompt}
+      </div>
+
+      {/* seed */}
+      <div className="flex items-center gap-2 mb-3">
+        <span className="text-[10px]" style={{ color: C.muted }}>Seed</span>
+        <input
+          type="number" value={seed} onChange={(e) => setSeed(Number(e.target.value) || 0)}
+          className="flex-1 text-[11px] rounded px-2 py-1"
+          style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+        />
+        <button
+          onClick={() => setRandomizeSeed((r) => !r)} title="Randomize seed each generation"
+          className="h-6 w-6 flex items-center justify-center rounded"
+          style={{ background: randomizeSeed ? C.blue : C.card, color: randomizeSeed ? '#fff' : C.muted, border: `1px solid ${randomizeSeed ? C.blue : C.border}` }}
+        ><Shuffle size={12} /></button>
+      </div>
+
+      <button
+        onClick={() => void generate()} disabled={!source || busy}
+        className="w-full flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold mb-3 disabled:opacity-40"
+        style={{ background: C.blue, color: '#fff' }}
+      >
+        {busy ? 'Generating…' : 'Generate'}
+      </button>
+
+      {/* result + history — deliberately large, matching the standalone's
+         prominent result window (min-height 420px, up to 74vh there). */}
+      {history.length > 0 && (
+        <div className="pt-3" style={{ borderTop: `1px solid ${C.border}` }}>
+          <div
+            className="relative rounded-md overflow-hidden mb-2 flex items-center justify-center"
+            style={{ background: '#000', minHeight: 320, maxHeight: '60vh' }}
+          >
+            {current && (
+              <img
+                src={current.dataUrl} alt="" draggable onDragStart={onResultDragStart}
+                style={{ maxWidth: '100%', maxHeight: '60vh', objectFit: 'contain', display: 'block' }}
+              />
+            )}
+            {current?.isMock && (
+              <div className="absolute top-2 left-2 px-1.5 py-0.5 rounded text-[9px]" style={{ background: 'rgba(0,0,0,0.65)', color: C.amber }}>
+                Preview &middot; backend not wired yet
+              </div>
+            )}
+            {history.length > 1 && (
+              <>
+                <button
+                  onClick={() => setHistIdx((i) => Math.max(0, i - 1))} disabled={histIdx <= 0}
+                  className="absolute left-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
+                  style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
+                ><ChevronLeft size={18} /></button>
+                <button
+                  onClick={() => setHistIdx((i) => Math.min(history.length - 1, i + 1))} disabled={histIdx >= history.length - 1}
+                  className="absolute right-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
+                  style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
+                ><ChevronRight size={18} /></button>
+                <div className="absolute bottom-2 right-2 px-2 py-1 rounded text-[11px]" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>
+                  {histIdx + 1} / {history.length}
+                </div>
+              </>
+            )}
+          </div>
+          <div className="flex gap-1.5 mb-1.5">
+            <button
+              onClick={inject} disabled={!current}
+              className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] font-semibold disabled:opacity-40"
+              style={{ background: C.blue, color: '#fff' }}
+            ><Send size={12} />Inject</button>
+            <button
+              onClick={() => void saveResult()} disabled={!current}
+              className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] disabled:opacity-40"
+              style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+            ><Save size={12} />Save</button>
+            <button
+              onClick={() => void chooseFolder()}
+              className="flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px]"
+              style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} title="Choose save folder"
+            ><FolderOpen size={12} /></button>
+          </div>
+          {saveStatus && <p className="text-[10px] break-all" style={{ color: C.faint }}>{saveStatus}</p>}
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/frontend/components/gpm/qwen-angle-mapping.ts b/frontend/components/gpm/qwen-angle-mapping.ts
new file mode 100644
index 000000000..39434fdde
--- /dev/null
+++ b/frontend/components/gpm/qwen-angle-mapping.ts
@@ -0,0 +1,85 @@
+/* Camera-pose vocabulary for the fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA,
+   ported from the standalone app's angle_mapping.py. Kept in lockstep with
+   that file — this is a client-side mirror for live UI preview only; the
+   backend remains the source of truth for what actually gets sent to the
+   model once generation is wired up.
+
+   Degrees are viewer-relative screen space (0 = front, 90 = viewer's right).
+   Phrases are the LoRA's own vocabulary, which is ALSO viewer-relative —
+   verified empirically 2026-07-10 (see reference/ in the standalone repo).
+   No mirroring anywhere in this stack. */
+
+export const TRIGGER = '<sks>'
+
+export interface AzimuthBucket { deg: number; phrase: string; label: string }
+export interface ElevationBucket { deg: number; phrase: string }
+export interface DistanceBucket { zoom: number; phrase: string }
+
+export const AZIMUTH_BUCKETS: AzimuthBucket[] = [
+  { deg: 0, phrase: 'front view', label: 'front' },
+  { deg: 45, phrase: 'front-right quarter view', label: 'front-right' },
+  { deg: 90, phrase: 'right side view', label: 'right side' },
+  { deg: 135, phrase: 'back-right quarter view', label: 'back-right' },
+  { deg: 180, phrase: 'back view', label: 'back' },
+  { deg: 225, phrase: 'back-left quarter view', label: 'back-left' },
+  { deg: 270, phrase: 'left side view', label: 'left side' },
+  { deg: 315, phrase: 'front-left quarter view', label: 'front-left' },
+]
+
+export const ELEVATION_BUCKETS: ElevationBucket[] = [
+  { deg: -30, phrase: 'low-angle shot' },
+  { deg: 0, phrase: 'eye-level shot' },
+  { deg: 30, phrase: 'elevated shot' },
+  { deg: 60, phrase: 'high-angle shot' },
+]
+
+export const DISTANCE_BUCKETS: DistanceBucket[] = [
+  { zoom: 0.6, phrase: 'close-up' },
+  { zoom: 1.0, phrase: 'medium shot' },
+  { zoom: 1.8, phrase: 'wide shot' },
+]
+
+export function snapAzimuth(azimuthDeg: number): number {
+  const norm = ((azimuthDeg % 360) + 360) % 360
+  return Math.round(norm / 45) % AZIMUTH_BUCKETS.length
+}
+
+export function snapElevation(elevationDeg: number): number {
+  let best = 0
+  let bestDist = Infinity
+  ELEVATION_BUCKETS.forEach((b, i) => {
+    const d = Math.abs(b.deg - elevationDeg)
+    if (d < bestDist) { bestDist = d; best = i }
+  })
+  return best
+}
+
+export function snapDistance(zoom: number): number {
+  // Snap in log space so the perceptual midpoints fall correctly.
+  const z = Math.log(Math.max(zoom, 1e-6))
+  let best = 0
+  let bestDist = Infinity
+  DISTANCE_BUCKETS.forEach((b, i) => {
+    const d = Math.abs(Math.log(b.zoom) - z)
+    if (d < bestDist) { bestDist = d; best = i }
+  })
+  return best
+}
+
+export interface SnappedPose {
+  azimuthIndex: number
+  elevationIndex: number
+  distanceIndex: number
+}
+
+export function snapPose(azimuthDeg: number, elevationDeg: number, zoom: number): SnappedPose {
+  return {
+    azimuthIndex: snapAzimuth(azimuthDeg),
+    elevationIndex: snapElevation(elevationDeg),
+    distanceIndex: snapDistance(zoom),
+  }
+}
+
+export function poseToPrompt(pose: SnappedPose): string {
+  return `${TRIGGER} ${AZIMUTH_BUCKETS[pose.azimuthIndex].phrase} ${ELEVATION_BUCKETS[pose.elevationIndex].phrase} ${DISTANCE_BUCKETS[pose.distanceIndex].phrase}`
+}
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index 99d7a0707..a3cfd0fae 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -1458,6 +1458,83 @@
         "title": "ModelStatusItem",
         "type": "object"
       },
+      "QwenMultiAngleGenerateRequest": {
+        "properties": {
+          "azimuth_deg": {
+            "title": "Azimuth Deg",
+            "type": "number"
+          },
+          "elevation_deg": {
+            "title": "Elevation Deg",
+            "type": "number"
+          },
+          "extra_prompt": {
+            "default": "",
+            "title": "Extra Prompt",
+            "type": "string"
+          },
+          "image_data_url": {
+            "title": "Image Data Url",
+            "type": "string"
+          },
+          "randomize_seed": {
+            "default": false,
+            "title": "Randomize Seed",
+            "type": "boolean"
+          },
+          "seed": {
+            "default": 42,
+            "title": "Seed",
+            "type": "integer"
+          },
+          "use_lightning": {
+            "default": true,
+            "title": "Use Lightning",
+            "type": "boolean"
+          },
+          "zoom": {
+            "title": "Zoom",
+            "type": "number"
+          }
+        },
+        "required": [
+          "image_data_url",
+          "azimuth_deg",
+          "elevation_deg",
+          "zoom"
+        ],
+        "title": "QwenMultiAngleGenerateRequest",
+        "type": "object"
+      },
+      "QwenMultiAngleGenerateResponse": {
+        "properties": {
+          "image_data_url": {
+            "title": "Image Data Url",
+            "type": "string"
+          },
+          "prompt": {
+            "title": "Prompt",
+            "type": "string"
+          },
+          "seed": {
+            "title": "Seed",
+            "type": "integer"
+          },
+          "status": {
+            "const": "complete",
+            "default": "complete",
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "image_data_url",
+          "prompt",
+          "seed"
+        ],
+        "title": "QwenMultiAngleGenerateResponse",
+        "type": "object"
+      },
       "RetakeCancelledResponse": {
         "properties": {
           "status": {
@@ -2775,6 +2852,57 @@
         ]
       }
     },
+    "/api/qwen-multiangle/generate": {
+      "post": {
+        "operationId": "route_qwen_multiangle_generate_api_qwen_multiangle_generate_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/QwenMultiAngleGenerateRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/QwenMultiAngleGenerateResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Qwen Multiangle Generate",
+        "tags": [
+          "qwen-multiangle"
+        ]
+      }
+    },
     "/api/retake": {
       "post": {
         "operationId": "route_retake_api_retake_post",
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index dd268c488..b5e34cd78 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -359,6 +359,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/qwen-multiangle/generate": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Qwen Multiangle Generate */
+        post: operations["route_qwen_multiangle_generate_api_qwen_multiangle_generate_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/retake": {
         parameters: {
             query?: never;
@@ -1018,6 +1035,52 @@ export interface components {
             /** Name */
             name: string;
         };
+        /** QwenMultiAngleGenerateRequest */
+        QwenMultiAngleGenerateRequest: {
+            /** Azimuth Deg */
+            azimuth_deg: number;
+            /** Elevation Deg */
+            elevation_deg: number;
+            /**
+             * Extra Prompt
+             * @default
+             */
+            extra_prompt: string;
+            /** Image Data Url */
+            image_data_url: string;
+            /**
+             * Randomize Seed
+             * @default false
+             */
+            randomize_seed: boolean;
+            /**
+             * Seed
+             * @default 42
+             */
+            seed: number;
+            /**
+             * Use Lightning
+             * @default true
+             */
+            use_lightning: boolean;
+            /** Zoom */
+            zoom: number;
+        };
+        /** QwenMultiAngleGenerateResponse */
+        QwenMultiAngleGenerateResponse: {
+            /** Image Data Url */
+            image_data_url: string;
+            /** Prompt */
+            prompt: string;
+            /** Seed */
+            seed: number;
+            /**
+             * Status
+             * @default complete
+             * @constant
+             */
+            status: "complete";
+        };
         /** RetakeCancelledResponse */
         RetakeCancelledResponse: {
             /**
@@ -2003,6 +2066,48 @@ export interface operations {
             };
         };
     };
+    route_qwen_multiangle_generate_api_qwen_multiangle_generate_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["QwenMultiAngleGenerateRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["QwenMultiAngleGenerateResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
     route_retake_api_retake_post: {
         parameters: {
             query?: never;
diff --git a/frontend/lib/api-client.ts b/frontend/lib/api-client.ts
index 89aba6402..97a0419c3 100644
--- a/frontend/lib/api-client.ts
+++ b/frontend/lib/api-client.ts
@@ -366,6 +366,8 @@ export class ApiClient {
 
   static retake = makeEndpointClient('/api/retake', 'post')
 
+  static qwenMultiAngleGenerate = makeEndpointClient('/api/qwen-multiangle/generate', 'post')
+
   static startHuggingFaceLogin = makeEndpointClient('/api/auth/huggingface/login', 'post')
 
   static getHuggingFaceAuthStatus = makeEndpointClient('/api/auth/huggingface/status', 'get')

From 76354d141cbbbce145d067c4e5a2247f13cd78cb Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 12 Jul 2026 01:27:03 -0400
Subject: [PATCH 045/117] Fix Multi-Angle state loss on enlarge/shrink, add
 progress bar and Lightning toggle

Lifts QwenMultiAnglePanel's source image, camera pose, seed, extra
prompt, and result history up into PromptManagerPro (matching
ShotPanel's existing srcImage-lift pattern), since the dock renders
two separate mounted instances of each panel for the docked vs
enlarged workspace and local component state doesn't survive that
remount.

Also fixes a bug the lift introduced: generate() nested a setHistIdx
call inside setHistory's updater, which worked when they were two
independent useState hooks but silently misordered once both moved
onto the same lifted state object (new image generated correctly but
the carousel advanced past it, showing a blank frame until the user
clicked back). Now a single atomic setState call updates both fields
together.

Adds three UI pieces ported/adapted from the standalone app: an
always-visible placeholder result frame (dashed outline before the
first generation, matching the standalone's result box), a real
per-step progress bar wired through the backend's diffusers
callback_on_step_end and the app's existing generic
generation-progress polling endpoint, and a Lightning/fast-mode
toggle (4-step vs 28-step) that also drives the progress bar's step
total.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
---
 backend/handlers/qwen_multiangle_handler.py   |   7 +-
 .../gguf_qwen_multiangle_pipeline.py          |   9 +
 .../qwen_multiangle_pipeline.py               |   2 +
 backend/tests/fakes/services.py               |   4 +
 frontend/components/gpm/PromptManagerPro.tsx  |   5 +-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 295 ++++++++++++------
 6 files changed, 227 insertions(+), 95 deletions(-)

diff --git a/backend/handlers/qwen_multiangle_handler.py b/backend/handlers/qwen_multiangle_handler.py
index f14788787..eeea6d7a1 100644
--- a/backend/handlers/qwen_multiangle_handler.py
+++ b/backend/handlers/qwen_multiangle_handler.py
@@ -60,7 +60,11 @@ def generate(self, req: QwenMultiAngleGenerateRequest) -> QwenMultiAngleGenerate
         try:
             pipeline_state = self._pipelines.load_qwen_multiangle_pipeline()
             self._generation.start_generation(generation_id)
-            self._generation.update_progress("inference", 15, 0, 1)
+            self._generation.update_progress("loading_model", 5, 0, 1)
+
+            def _on_step(step: int, total_steps: int) -> None:
+                progress = 10 + int((step / total_steps) * 85)
+                self._generation.update_progress("inference", progress, step, total_steps)
 
             result_image = pipeline_state.pipeline.generate(
                 image=source_image,
@@ -70,6 +74,7 @@ def generate(self, req: QwenMultiAngleGenerateRequest) -> QwenMultiAngleGenerate
                 seed=seed,
                 extra_prompt=req.extra_prompt,
                 use_lightning=req.use_lightning,
+                on_step=_on_step,
             )
 
             if self._generation.is_generation_cancelled():
diff --git a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
index 4abbb2ad8..208f2979d 100644
--- a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
@@ -25,6 +25,7 @@
 
 if TYPE_CHECKING:
     import torch
+    from collections.abc import Callable
     from PIL.Image import Image as PILImage
 
 logger = logging.getLogger(__name__)
@@ -112,6 +113,7 @@ def generate(
         seed: int,
         extra_prompt: str = "",
         use_lightning: bool = True,
+        on_step: "Callable[[int, int], None] | None" = None,
     ) -> "PILImage":
         import torch
         import torch.nn.functional as F
@@ -128,6 +130,12 @@ def generate(
 
         generator = torch.Generator(device="cpu").manual_seed(seed)
 
+        def _on_step_end(pipeline: object, step: int, timestep: object, kwargs: dict[str, object]) -> dict[str, object]:
+            del pipeline, timestep
+            if on_step is not None:
+                on_step(step + 1, steps)
+            return kwargs
+
         # ltx2_server.py globally monkeypatches F.scaled_dot_product_attention
         # to route eligible shapes through SageAttention, tuned for LTX-2's
         # video attention. Confirmed via a live end-to-end smoke test that it
@@ -145,6 +153,7 @@ def generate(
                 true_cfg_scale=cfg,
                 num_inference_steps=steps,
                 generator=generator,
+                callback_on_step_end=_on_step_end,
             )
             return result.images[0]  # type: ignore[reportUnknownMemberType]
         finally:
diff --git a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
index 380cee3bc..aa08901e0 100644
--- a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
@@ -16,6 +16,7 @@
 
 from __future__ import annotations
 
+from collections.abc import Callable
 from typing import TYPE_CHECKING, Protocol
 
 if TYPE_CHECKING:
@@ -37,4 +38,5 @@ def generate(
         seed: int,
         extra_prompt: str = "",
         use_lightning: bool = True,
+        on_step: Callable[[int, int], None] | None = None,
     ) -> "PILImage": ...
diff --git a/backend/tests/fakes/services.py b/backend/tests/fakes/services.py
index 058c3e89e..ffb04a89b 100644
--- a/backend/tests/fakes/services.py
+++ b/backend/tests/fakes/services.py
@@ -749,6 +749,10 @@ def generate(self, **kwargs: Any) -> Image.Image:
         self.generate_calls.append(kwargs)
         if self.raise_on_generate is not None:
             raise self.raise_on_generate
+        on_step = kwargs.get("on_step")
+        if on_step is not None:
+            on_step(1, 4)
+            on_step(4, 4)
         return Image.new("RGB", (32, 32), "green")
 
 
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 184de13a0..fa89c2c58 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -30,7 +30,7 @@ import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './g
 import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
 import { MediaThumb } from './MediaThumb'
-import { QwenMultiAnglePanel } from './QwenMultiAnglePanel'
+import { QwenMultiAnglePanel, DEFAULT_QWEN_ANGLE_STATE, type QwenAngleState } from './QwenMultiAnglePanel'
 
 /* Theme tokens sampled from the LTX / GPM screenshots (from the prototype). */
 const C = {
@@ -1389,6 +1389,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   })
   // Ephemeral panel state lifted here so it survives the enlarge/shrink remount.
   const [shotSrcImage, setShotSrcImage] = useState<{ name: string; dataUrl: string } | null>(null)
+  const [qwenAngleState, setQwenAngleState] = useState<QwenAngleState>(DEFAULT_QWEN_ANGLE_STATE)
   const [platesActiveId, setPlatesActiveId] = useState<string | null>(null)
   const [sceneLens, setSceneLens] = useState('50mm')
   const sceneAimRef = useRef<{ yaw: number; pitch: number }>({ yaw: 0, pitch: 0 })
@@ -1456,7 +1457,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
       {tab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
-      {tab === 'qwenAngle' && <QwenMultiAnglePanel onUse={sendImageToGenSpace} flash={flash} />}
+      {tab === 'qwenAngle' && <QwenMultiAnglePanel state={qwenAngleState} setState={setQwenAngleState} onUse={sendImageToGenSpace} flash={flash} />}
     </>
   )
   const activePanel = renderPanel(gpmTab)
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index e9c1e0a1d..fce77ead4 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -25,7 +25,7 @@ const C = {
 }
 const ACCENT2 = '#ff5c93' // camera-dot / sight-line accent, distinct from C.blue
 
-interface ResultEntry {
+export interface ResultEntry {
   id: string
   dataUrl: string
   prompt: string
@@ -33,6 +33,49 @@ interface ResultEntry {
   isMock: boolean
 }
 
+/* State that must survive the panel unmounting/remounting when the dock
+   toggles between docked and enlarged workspace (PromptManagerPro renders
+   two separate instances via `renderPanel`, mirroring ShotPanel's
+   `srcImage`/`setSrcImage` lift for the same reason). Transient UI flags
+   (busy, save status) stay local — resetting those on remount is fine. */
+export interface QwenAngleState {
+  source: { name: string; dataUrl: string } | null
+  view: 'dial' | '3d'
+  azDeg: number
+  elDeg: number
+  znIdx: number
+  extraPrompt: string
+  seed: number
+  randomizeSeed: boolean
+  useLightning: boolean
+  history: ResultEntry[]
+  histIdx: number
+}
+
+export const DEFAULT_QWEN_ANGLE_STATE: QwenAngleState = {
+  source: null,
+  view: '3d',
+  azDeg: 135,
+  elDeg: 0,
+  znIdx: 0,
+  extraPrompt: '',
+  seed: 42,
+  randomizeSeed: false,
+  useLightning: true,
+  history: [],
+  histIdx: -1,
+}
+
+function makeFieldSetter<K extends keyof QwenAngleState>(
+  setState: React.Dispatch<React.SetStateAction<QwenAngleState>>,
+  key: K,
+): React.Dispatch<React.SetStateAction<QwenAngleState[K]>> {
+  return (updater) => setState((s) => ({
+    ...s,
+    [key]: typeof updater === 'function' ? (updater as (prev: QwenAngleState[K]) => QwenAngleState[K])(s[key]) : updater,
+  }))
+}
+
 /* ---- 3D orbit gizmo math (ported verbatim from the standalone app) -------
    Fixed viewpoint: the VIEW never moves, only the camera dot orbits. One
    constant projection, no scene graph. See reference/README.md in the
@@ -86,21 +129,26 @@ function drawPolyline(
   }
 }
 
-export function QwenMultiAnglePanel({ onUse, flash }: {
+export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
+  state: QwenAngleState
+  setState: React.Dispatch<React.SetStateAction<QwenAngleState>>
   onUse: (img: GpmImage) => void
   flash: (m: string) => void
 }) {
-  const [source, setSource] = useState<{ name: string; dataUrl: string } | null>(null)
-  const [view, setView] = useState<'dial' | '3d'>('3d')
-  const [azDeg, setAzDeg] = useState(135)
-  const [elDeg, setElDeg] = useState(0)
-  const [znIdx, setZnIdx] = useState(0)
-  const [extraPrompt, setExtraPrompt] = useState('')
-  const [seed, setSeed] = useState(42)
-  const [randomizeSeed, setRandomizeSeed] = useState(false)
+  const { source, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, useLightning, history, histIdx } = state
+  const setSource = makeFieldSetter(setState, 'source')
+  const setView = makeFieldSetter(setState, 'view')
+  const setAzDeg = makeFieldSetter(setState, 'azDeg')
+  const setElDeg = makeFieldSetter(setState, 'elDeg')
+  const setZnIdx = makeFieldSetter(setState, 'znIdx')
+  const setExtraPrompt = makeFieldSetter(setState, 'extraPrompt')
+  const setSeed = makeFieldSetter(setState, 'seed')
+  const setRandomizeSeed = makeFieldSetter(setState, 'randomizeSeed')
+  const setUseLightning = makeFieldSetter(setState, 'useLightning')
+  const setHistory = makeFieldSetter(setState, 'history')
+  const setHistIdx = makeFieldSetter(setState, 'histIdx')
   const [busy, setBusy] = useState(false)
-  const [history, setHistory] = useState<ResultEntry[]>([])
-  const [histIdx, setHistIdx] = useState(-1)
+  const [genProgress, setGenProgress] = useState<{ currentStep: number; totalSteps: number } | null>(null)
   const [saveFolder, setSaveFolder] = useState<string | null>(() => localStorage.getItem(SAVE_FOLDER_KEY))
   const [saveStatus, setSaveStatus] = useState<string | null>(null)
 
@@ -223,30 +271,55 @@ export function QwenMultiAnglePanel({ onUse, flash }: {
   const generate = async () => {
     if (!source || busy) return
     setBusy(true)
-    const result = await ApiClient.qwenMultiAngleGenerate({
-      image_data_url: source.dataUrl,
-      azimuth_deg: azDeg,
-      elevation_deg: elDeg,
-      zoom: DISTANCE_BUCKETS[znIdx].zoom,
-      seed,
-      randomize_seed: randomizeSeed,
-      use_lightning: true,
-      extra_prompt: extraPrompt,
-    })
-    if (!result.ok) {
-      flash(`Generate failed: ${result.error.message}`)
+    setGenProgress(null)
+    // Poll the app's existing generic generation-progress endpoint (used by
+    // video/image gen too) for live step counts while the request is
+    // in-flight — the backend's on_step callback updates the same
+    // GenerationRunning.progress the pipeline generate() call populates.
+    const pollId = window.setInterval(() => {
+      void ApiClient.getGenerationProgress().then((p) => {
+        if (p.ok && p.data.status === 'running' && p.data.currentStep != null && p.data.totalSteps) {
+          setGenProgress({ currentStep: p.data.currentStep, totalSteps: p.data.totalSteps })
+        }
+      })
+    }, 400)
+    try {
+      const result = await ApiClient.qwenMultiAngleGenerate({
+        image_data_url: source.dataUrl,
+        azimuth_deg: azDeg,
+        elevation_deg: elDeg,
+        zoom: DISTANCE_BUCKETS[znIdx].zoom,
+        seed,
+        randomize_seed: randomizeSeed,
+        use_lightning: useLightning,
+        extra_prompt: extraPrompt,
+      })
+      if (!result.ok) {
+        flash(`Generate failed: ${result.error.message}`)
+        return
+      }
+      const entry: ResultEntry = {
+        id: gpmId(),
+        dataUrl: result.data.image_data_url,
+        prompt: result.data.prompt,
+        seed: result.data.seed,
+        isMock: false,
+      }
+      // One atomic update, not setHistory(...) nesting a setHistIdx(...) call
+      // inside its updater — both fields live on the same lifted `state` now
+      // (see QwenAngleState), and nesting a second setState call inside the
+      // first's updater re-enters React's update queue for the same atom,
+      // which silently dropped/misordered the index (new image generated but
+      // the carousel advanced past it, showing a blank frame until Back).
+      setState((s) => {
+        const next = [...s.history, entry]
+        return { ...s, history: next, histIdx: next.length - 1 }
+      })
+    } finally {
+      window.clearInterval(pollId)
+      setGenProgress(null)
       setBusy(false)
-      return
-    }
-    const entry: ResultEntry = {
-      id: gpmId(),
-      dataUrl: result.data.image_data_url,
-      prompt: result.data.prompt,
-      seed: result.data.seed,
-      isMock: false,
     }
-    setHistory((h) => { const next = [...h, entry]; setHistIdx(next.length - 1); return next })
-    setBusy(false)
   }
 
   const current = histIdx >= 0 ? history[histIdx] : null
@@ -289,10 +362,14 @@ export function QwenMultiAnglePanel({ onUse, flash }: {
 
   return (
     <div>
-      <div className="flex items-center gap-2 mb-3">
+      <div className="flex items-center gap-2 mb-2">
         <Orbit size={16} style={{ color: C.blue }} />
         <span className="text-sm font-semibold" style={{ color: C.text }}>Multi-Angle</span>
       </div>
+      <p className="text-[11px] mb-3" style={{ color: C.muted }}>
+        Camera-angle editing via Qwen-Image-Edit. The first generation each session loads the model
+        and takes longer (up to a few minutes); later generations are much faster.
+      </p>
 
       <div className="flex flex-wrap gap-3 mb-2">
         {/* source image — 16:9, generously sized */}
@@ -416,7 +493,7 @@ export function QwenMultiAnglePanel({ onUse, flash }: {
       </div>
 
       {/* seed */}
-      <div className="flex items-center gap-2 mb-3">
+      <div className="flex items-center gap-2 mb-2">
         <span className="text-[10px]" style={{ color: C.muted }}>Seed</span>
         <input
           type="number" value={seed} onChange={(e) => setSeed(Number(e.target.value) || 0)}
@@ -430,71 +507,105 @@ export function QwenMultiAnglePanel({ onUse, flash }: {
         ><Shuffle size={12} /></button>
       </div>
 
+      {/* lightning / fast mode */}
+      <label className="flex items-center gap-2 mb-3 cursor-pointer select-none">
+        <input
+          type="checkbox" checked={useLightning} onChange={(e) => setUseLightning(e.target.checked)}
+          className="h-3.5 w-3.5" style={{ accentColor: C.blue }}
+        />
+        <span className="text-[11px]" style={{ color: C.text }}>Lightning (4-step, fast)</span>
+        <span className="text-[10px]" style={{ color: C.faint }}>
+          {useLightning ? '~30s' : '28 steps, slower, higher quality'}
+        </span>
+      </label>
+
       <button
         onClick={() => void generate()} disabled={!source || busy}
-        className="w-full flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold mb-3 disabled:opacity-40"
+        className="relative w-full overflow-hidden rounded-md px-3 py-2 text-xs font-semibold mb-3 disabled:opacity-40"
         style={{ background: C.blue, color: '#fff' }}
       >
-        {busy ? 'Generating…' : 'Generate'}
+        {busy && genProgress && (
+          <div
+            className="absolute inset-y-0 left-0"
+            style={{ width: `${(genProgress.currentStep / genProgress.totalSteps) * 100}%`, background: 'rgba(255,255,255,0.25)', transition: 'width 0.2s ease' }}
+          />
+        )}
+        <span className="relative">
+          {busy
+            ? genProgress ? `Generating… step ${genProgress.currentStep}/${genProgress.totalSteps}` : 'Generating…'
+            : 'Generate'}
+        </span>
       </button>
 
       {/* result + history — deliberately large, matching the standalone's
-         prominent result window (min-height 420px, up to 74vh there). */}
-      {history.length > 0 && (
-        <div className="pt-3" style={{ borderTop: `1px solid ${C.border}` }}>
-          <div
-            className="relative rounded-md overflow-hidden mb-2 flex items-center justify-center"
-            style={{ background: '#000', minHeight: 320, maxHeight: '60vh' }}
-          >
-            {current && (
-              <img
-                src={current.dataUrl} alt="" draggable onDragStart={onResultDragStart}
-                style={{ maxWidth: '100%', maxHeight: '60vh', objectFit: 'contain', display: 'block' }}
-              />
-            )}
-            {current?.isMock && (
-              <div className="absolute top-2 left-2 px-1.5 py-0.5 rounded text-[9px]" style={{ background: 'rgba(0,0,0,0.65)', color: C.amber }}>
-                Preview &middot; backend not wired yet
+         prominent result window (min-height 420px, up to 74vh there). Always
+         shown (not just once a result exists) so the user can see where the
+         generated image will land, matching the standalone's result frame. */}
+      <div className="pt-3" style={{ borderTop: `1px solid ${C.border}` }}>
+        <div
+          className="relative rounded-md overflow-hidden mb-2 flex items-center justify-center"
+          style={{
+            background: '#000', minHeight: 320, maxHeight: '60vh',
+            border: history.length === 0 ? `1px dashed ${C.borderLt}` : undefined,
+          }}
+        >
+          {current && (
+            <img
+              src={current.dataUrl} alt="" draggable onDragStart={onResultDragStart}
+              style={{ maxWidth: '100%', maxHeight: '60vh', objectFit: 'contain', display: 'block' }}
+            />
+          )}
+          {!current && (
+            <span className="text-[11px]" style={{ color: C.faint }}>
+              {busy ? 'Generating…' : 'Generated image will appear here'}
+            </span>
+          )}
+          {current?.isMock && (
+            <div className="absolute top-2 left-2 px-1.5 py-0.5 rounded text-[9px]" style={{ background: 'rgba(0,0,0,0.65)', color: C.amber }}>
+              Preview &middot; backend not wired yet
+            </div>
+          )}
+          {history.length > 1 && (
+            <>
+              <button
+                onClick={() => setHistIdx((i) => Math.max(0, i - 1))} disabled={histIdx <= 0}
+                className="absolute left-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
+                style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
+              ><ChevronLeft size={18} /></button>
+              <button
+                onClick={() => setHistIdx((i) => Math.min(history.length - 1, i + 1))} disabled={histIdx >= history.length - 1}
+                className="absolute right-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
+                style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
+              ><ChevronRight size={18} /></button>
+              <div className="absolute bottom-2 right-2 px-2 py-1 rounded text-[11px]" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>
+                {histIdx + 1} / {history.length}
               </div>
-            )}
-            {history.length > 1 && (
-              <>
-                <button
-                  onClick={() => setHistIdx((i) => Math.max(0, i - 1))} disabled={histIdx <= 0}
-                  className="absolute left-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
-                  style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
-                ><ChevronLeft size={18} /></button>
-                <button
-                  onClick={() => setHistIdx((i) => Math.min(history.length - 1, i + 1))} disabled={histIdx >= history.length - 1}
-                  className="absolute right-2 top-1/2 -translate-y-1/2 h-8 w-8 flex items-center justify-center rounded disabled:opacity-30"
-                  style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
-                ><ChevronRight size={18} /></button>
-                <div className="absolute bottom-2 right-2 px-2 py-1 rounded text-[11px]" style={{ background: 'rgba(0,0,0,0.6)', color: C.text }}>
-                  {histIdx + 1} / {history.length}
-                </div>
-              </>
-            )}
-          </div>
-          <div className="flex gap-1.5 mb-1.5">
-            <button
-              onClick={inject} disabled={!current}
-              className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] font-semibold disabled:opacity-40"
-              style={{ background: C.blue, color: '#fff' }}
-            ><Send size={12} />Inject</button>
-            <button
-              onClick={() => void saveResult()} disabled={!current}
-              className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] disabled:opacity-40"
-              style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
-            ><Save size={12} />Save</button>
-            <button
-              onClick={() => void chooseFolder()}
-              className="flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px]"
-              style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} title="Choose save folder"
-            ><FolderOpen size={12} /></button>
-          </div>
-          {saveStatus && <p className="text-[10px] break-all" style={{ color: C.faint }}>{saveStatus}</p>}
+            </>
+          )}
         </div>
-      )}
+        {history.length > 0 && (
+          <>
+            <div className="flex gap-1.5 mb-1.5">
+              <button
+                onClick={inject} disabled={!current}
+                className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] font-semibold disabled:opacity-40"
+                style={{ background: C.blue, color: '#fff' }}
+              ><Send size={12} />Inject</button>
+              <button
+                onClick={() => void saveResult()} disabled={!current}
+                className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] disabled:opacity-40"
+                style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+              ><Save size={12} />Save</button>
+              <button
+                onClick={() => void chooseFolder()}
+                className="flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px]"
+                style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} title="Choose save folder"
+              ><FolderOpen size={12} /></button>
+            </div>
+            {saveStatus && <p className="text-[10px] break-all" style={{ color: C.faint }}>{saveStatus}</p>}
+          </>
+        )}
+      </div>
     </div>
   )
 }

From 4d5314c18ecf6d8828df8f71e7db8eb0c0467940 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 18 Jul 2026 16:33:13 -0400
Subject: [PATCH 046/117] feat: add 21:9 ultrawide aspect ratio for local video
 generation

Adds 21:9 (~2.35:1) as a selectable aspect ratio for local LTX 2.3 video
generation, capped at 540p (1216x512) and 720p (1664x704). Ultrawide is
local-only: the forced-API path still rejects anything but 16:9/9:16, and
the picker only surfaces 21:9 when not generating via the LTX cloud API.

- api_types: widen GenerateVideoRequest.aspectRatio Literal to include 21:9
- video_generation_handler: 21:9 resolution maps for the fast + a2v paths,
  pre-rounded to /64; 1080p+21:9 rejected as UNSUPPORTED_ULTRAWIDE_RESOLUTION
- sanitizeVideoGenerationSettings: honor a caller-supplied allowedAspectRatios
  so 21:9 survives locally but is stripped in API mode
- GenSpace: conditionally offer 21:9 in the video aspect-ratio dropdown
- regenerate backend OpenAPI types
- tests for 540p/720p dims and the 1080p rejection

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/api_types.py                         |  2 +-
 backend/handlers/video_generation_handler.py | 38 ++++++++++++++++----
 backend/tests/test_generation.py             | 31 ++++++++++++++++
 frontend/generated/backend-openapi.json      |  3 +-
 frontend/generated/backend-openapi.ts        |  2 +-
 frontend/lib/video-generation-model-specs.ts | 13 ++++++-
 frontend/views/GenSpace.tsx                  | 11 +++++-
 7 files changed, 89 insertions(+), 11 deletions(-)

diff --git a/backend/api_types.py b/backend/api_types.py
index 29087e316..0ecda5ec1 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -319,7 +319,7 @@ class GenerateVideoRequest(BaseModel):
     audio: bool = False
     imagePath: str | None = None
     audioPath: str | None = None
-    aspectRatio: Literal["16:9", "9:16"] = "16:9"
+    aspectRatio: Literal["16:9", "9:16", "21:9"] = "16:9"
 
 
 class GenerateImageRequest(BaseModel):
diff --git a/backend/handlers/video_generation_handler.py b/backend/handlers/video_generation_handler.py
index d8faff5c9..2db2d0755 100644
--- a/backend/handlers/video_generation_handler.py
+++ b/backend/handlers/video_generation_handler.py
@@ -110,6 +110,13 @@ def generate(self, req: GenerateVideoRequest) -> GenerateVideoResponse:
             "720p": (1280, 704),
             "1080p": (1920, 1088),
         }
+        # 21:9 (~2.37:1) ultrawide: local-only, capped at 540p/720p (1080p ultrawide
+        # is too heavy). Dims are pre-rounded to /64 (generate_video rounds to 64),
+        # widths chosen against the rounded short side so the ratio isn't distorted.
+        RESOLUTION_MAP_21_9: dict[str, tuple[int, int]] = {
+            "540p": (1216, 512),
+            "720p": (1664, 704),
+        }
 
         def get_16_9_size(res: str) -> tuple[int, int]:
             size = RESOLUTION_MAP_16_9.get(res)
@@ -121,11 +128,19 @@ def get_9_16_size(res: str) -> tuple[int, int]:
             w, h = get_16_9_size(res)
             return h, w
 
+        def get_21_9_size(res: str) -> tuple[int, int]:
+            size = RESOLUTION_MAP_21_9.get(res)
+            if size is None:
+                raise HTTPError(400, "UNSUPPORTED_ULTRAWIDE_RESOLUTION")
+            return size
+
         match req.aspectRatio:
             case "9:16":
                 width, height = get_9_16_size(resolution)
             case "16:9":
                 width, height = get_16_9_size(resolution)
+            case "21:9":
+                width, height = get_21_9_size(resolution)
 
         num_frames = self._compute_num_frames(duration, fps)
 
@@ -269,12 +284,23 @@ def _generate_a2v(
             "720p": (1280, 704),
             "1080p": (1920, 1088),
         }
-        size = RESOLUTION_MAP.get(req.resolution)
-        if size is None:
-            raise HTTPError(400, "INVALID_LOCAL_A2V_RESOLUTION")
-        width, height = size
-        if req.aspectRatio == "9:16":
-            width, height = height, width
+        # 21:9 (~2.35:1) ultrawide is local-only and capped at 540p/720p.
+        RESOLUTION_MAP_21_9: dict[str, tuple[int, int]] = {
+            "540p": (1344, 576),
+            "720p": (1664, 704),
+        }
+        if req.aspectRatio == "21:9":
+            size = RESOLUTION_MAP_21_9.get(req.resolution)
+            if size is None:
+                raise HTTPError(400, "UNSUPPORTED_ULTRAWIDE_RESOLUTION")
+            width, height = size
+        else:
+            size = RESOLUTION_MAP.get(req.resolution)
+            if size is None:
+                raise HTTPError(400, "INVALID_LOCAL_A2V_RESOLUTION")
+            width, height = size
+            if req.aspectRatio == "9:16":
+                width, height = height, width
 
         num_frames = self._compute_num_frames(duration, fps)
 
diff --git a/backend/tests/test_generation.py b/backend/tests/test_generation.py
index a7f770232..a9faa2998 100644
--- a/backend/tests/test_generation.py
+++ b/backend/tests/test_generation.py
@@ -141,6 +141,37 @@ def test_resolution_mapping_720p(self, client, test_state, fake_services, create
         assert call["width"] == 1280
         assert call["height"] == 704
 
+    def test_resolution_mapping_21_9_540p(self, client, test_state, fake_services, create_fake_model_files):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+
+        r = client.post("/api/generate", json={**_T2V_JSON, "aspectRatio": "21:9"})
+        assert r.status_code == 200
+
+        pipeline = fake_services.fast_video_pipeline
+        call = pipeline.generate_calls[0]
+        assert call["width"] == 1216
+        assert call["height"] == 512
+
+    def test_resolution_mapping_21_9_720p(self, client, test_state, fake_services, create_fake_model_files):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+
+        r = client.post("/api/generate", json={**_T2V_JSON, "resolution": "720p", "aspectRatio": "21:9"})
+        assert r.status_code == 200
+
+        pipeline = fake_services.fast_video_pipeline
+        call = pipeline.generate_calls[0]
+        assert call["width"] == 1664
+        assert call["height"] == 704
+
+    def test_21_9_rejected_at_1080p(self, client, test_state, fake_services, create_fake_model_files):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+
+        r = client.post("/api/generate", json={**_T2V_JSON, "resolution": "1080p", "aspectRatio": "21:9"})
+        assert r.status_code == 400
+
     def test_locked_seed(self, client, test_state, fake_services, create_fake_model_files):
         create_fake_model_files()
         _enable_local_text_encoding(test_state)
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index a3cfd0fae..d7eb1bbf2 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -503,7 +503,8 @@
             "default": "16:9",
             "enum": [
               "16:9",
-              "9:16"
+              "9:16",
+              "21:9"
             ],
             "title": "Aspectratio",
             "type": "string"
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index b5e34cd78..a43a7e4b1 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -665,7 +665,7 @@ export interface components {
              * @default 16:9
              * @enum {string}
              */
-            aspectRatio: "16:9" | "9:16";
+            aspectRatio: "16:9" | "9:16" | "21:9";
             /**
              * Audio
              * @default false
diff --git a/frontend/lib/video-generation-model-specs.ts b/frontend/lib/video-generation-model-specs.ts
index 112b5e398..8a205226e 100644
--- a/frontend/lib/video-generation-model-specs.ts
+++ b/frontend/lib/video-generation-model-specs.ts
@@ -218,6 +218,7 @@ export function sanitizeVideoGenerationSettings<T extends VideoGenerationSetting
     hasAudio?: boolean
     minimumDuration?: number
     durationSelection?: DurationSelectionMode
+    allowedAspectRatios?: readonly string[]
   } = {},
 ): T | null {
   const resolved = resolveVideoGenerationOptions({
@@ -237,13 +238,23 @@ export function sanitizeVideoGenerationSettings<T extends VideoGenerationSetting
     return null
   }
 
+  // Aspect ratio isn't part of model-spec compatibility, so clamp it to the
+  // set the caller allows (defaults to the two universally-supported ratios;
+  // callers on the local pipeline opt into '21:9' by widening this list).
+  const allowedAspectRatios = options.allowedAspectRatios ?? ['16:9', '9:16']
+  const aspectRatio = (
+    settings.aspectRatio && allowedAspectRatios.includes(settings.aspectRatio)
+      ? settings.aspectRatio
+      : '16:9'
+  ) as VideoGenerationAspectRatio
+
   return {
     ...settings,
     model: resolved.selectedModel,
     videoResolution: resolved.selectedResolution,
     fps: resolved.selectedFps,
     duration: resolved.selectedDuration,
-    aspectRatio: (settings.aspectRatio === '9:16' ? '9:16' : '16:9') as VideoGenerationAspectRatio,
+    aspectRatio,
   }
 }
 
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 34fcbc511..433dbe9b8 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -474,6 +474,7 @@ function PromptBar({
   onIcLoraCondTypeChange,
   icLoraStrength,
   onIcLoraStrengthChange,
+  allowUltrawideVideo,
 }: {
   mode: 'image' | 'video' | 'retake' | 'ic-lora'
   onModeChange: (mode: 'image' | 'video' | 'retake' | 'ic-lora') => void
@@ -507,6 +508,7 @@ function PromptBar({
   onIcLoraCondTypeChange?: (type: ICLoraConditioningType) => void
   icLoraStrength?: number
   onIcLoraStrengthChange?: (strength: number) => void
+  allowUltrawideVideo?: boolean
 }) {
   const inputRef = useRef<HTMLInputElement>(null)
   const audioInputRef = useRef<HTMLInputElement>(null)
@@ -906,6 +908,8 @@ function PromptBar({
                   options={[
                     { value: '16:9', label: '16:9' },
                     { value: '9:16', label: '9:16' },
+                    // 21:9 ultrawide is local-only (the LTX cloud API rejects it).
+                    ...(allowUltrawideVideo ? [{ value: '21:9', label: '21:9' }] : []),
                   ]}
                   trigger={
                     <>
@@ -1096,9 +1100,13 @@ export function GenSpace() {
       if (mode !== 'video' || videoModelSpecs.length === 0) return next
       return sanitizeVideoGenerationSettings(next, videoModelSpecs, {
         hasAudio: Boolean(inputAudio),
+        // 21:9 is only valid on the local pipeline; drop it in API mode.
+        allowedAspectRatios: shouldVideoGenerateWithLtxApi
+          ? ['16:9', '9:16']
+          : ['16:9', '9:16', '21:9'],
       }) ?? next
     },
-    [inputAudio, mode, videoModelSpecs],
+    [inputAudio, mode, videoModelSpecs, shouldVideoGenerateWithLtxApi],
   )
   
   const {
@@ -1999,6 +2007,7 @@ export function GenSpace() {
           mode={mode}
           onModeChange={setMode}
           canUseIcLora={!forceApiGenerations}
+          allowUltrawideVideo={!shouldVideoGenerateWithLtxApi}
           prompt={prompt}
           onPromptChange={setPrompt}
           onGenerate={handleGenerate}

From 061ff535cba63c0f9d5a8e22009b94ca1e0f3c07 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 18 Jul 2026 16:34:52 -0400
Subject: [PATCH 047/117] feat: right-click Save video / Save video frame on
 video players

Adds a right-click context menu with "Save video" and "Save video frame"
to the two main playback surfaces: the Gen Space asset viewer (React) and
the GPM Studio Pro lightbox (imperative DOM). Both share plain-function
actions so the logic lives in one place.

- video-save-actions: saveVideoFile (copy via new copyFileToPath IPC) and
  saveVideoFrame (ffmpeg frame extract to a chosen path); transient toast
- useVideoSaveMenu: portal menu with a backdrop for outside-click dismissal
  (a capture-phase listener races with the item click and swallows it)
- media-preview: imperative DOM menu for the GPM lightbox video
- extractVideoFrame IPC: optional outputPath + frame-accurate seek so the
  saved frame is exactly the paused frame (not the nearest keyframe); done
  in the main process via ffmpeg to avoid canvas taint under prod webSecurity
- copyFileToPath IPC for copying the source video to a user-chosen location
- fileUrlToPath helper for turning file:// URLs back into paths

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/ffmpeg-utils.ts           |  12 ++-
 electron/ipc/file-handlers.ts             |  13 +++
 electron/ipc/video-processing-handlers.ts |  10 +-
 frontend/components/gpm/media-preview.ts  |  45 +++++++++
 frontend/components/useVideoSaveMenu.tsx  |  92 ++++++++++++++++++
 frontend/lib/file-url.ts                  |  17 ++++
 frontend/lib/video-save-actions.ts        | 111 ++++++++++++++++++++++
 frontend/views/GenSpace.tsx               |   8 ++
 shared/electron-api-schema.ts             |   6 +-
 9 files changed, 309 insertions(+), 5 deletions(-)
 create mode 100644 frontend/components/useVideoSaveMenu.tsx
 create mode 100644 frontend/lib/video-save-actions.ts

diff --git a/electron/export/ffmpeg-utils.ts b/electron/export/ffmpeg-utils.ts
index 7d419134d..fbefc8617 100644
--- a/electron/export/ffmpeg-utils.ts
+++ b/electron/export/ffmpeg-utils.ts
@@ -101,6 +101,7 @@ export function extractVideoFrameToFile({
   width,
   quality,
   outputPath,
+  accurate = false,
   timeoutMs = 10000,
 }: {
   videoPath: string
@@ -108,6 +109,13 @@ export function extractVideoFrameToFile({
   width?: number
   quality?: number
   outputPath?: string
+  /**
+   * When true, seek *after* -i (frame-accurate but slower, decodes from 0 to
+   * seekTime). Default false uses the fast keyframe seek before -i, which is
+   * fine for thumbnails but can land a few frames off — not acceptable when the
+   * user is saving the exact frame they paused on.
+   */
+  accurate?: boolean
   timeoutMs?: number
 }): string {
   const ffmpegPath = findFfmpegPath()
@@ -124,9 +132,9 @@ export function extractVideoFrameToFile({
       `ltx_frame_${Date.now()}_${Math.random().toString(36).slice(2, 8)}.jpg`,
     )
 
+  const seekArgs = ['-ss', String(Math.max(0, seekTime))]
   const args: string[] = [
-    '-ss', String(Math.max(0, seekTime)),
-    '-i', videoPath,
+    ...(accurate ? ['-i', videoPath, ...seekArgs] : [...seekArgs, '-i', videoPath]),
     ...(width ? ['-vf', `scale=${width}:-2`] : []),
     '-frames:v', '1',
     ...(quality !== undefined ? ['-q:v', String(quality)] : []),
diff --git a/electron/ipc/file-handlers.ts b/electron/ipc/file-handlers.ts
index b41a17bd5..7d036723d 100644
--- a/electron/ipc/file-handlers.ts
+++ b/electron/ipc/file-handlers.ts
@@ -281,6 +281,19 @@ export function registerFileHandlers(): void {
     }
   })
 
+  handle('copyFileToPath', async ({ srcPath, destPath }) => {
+    try {
+      validatePath(srcPath, getAllowedRoots())
+      // destPath is a user-chosen save location approved via showSaveDialog.
+      validatePath(destPath, getAllowedRoots())
+      fs.copyFileSync(srcPath, destPath)
+      return { success: true, path: destPath }
+    } catch (error) {
+      logger.error(`Error copying file: ${error}`)
+      return { success: false, error: String(error) }
+    }
+  })
+
   handle('showOpenDirectoryDialog', async ({ title }) => {
     const mainWindow = getMainWindow()
     if (!mainWindow) return null
diff --git a/electron/ipc/video-processing-handlers.ts b/electron/ipc/video-processing-handlers.ts
index 7da9ce6fe..135d1440c 100644
--- a/electron/ipc/video-processing-handlers.ts
+++ b/electron/ipc/video-processing-handlers.ts
@@ -2,13 +2,19 @@ import { extractVideoFrameToFile } from '../export/ffmpeg-utils'
 import { handle } from './typed-handle'
 
 export function registerVideoProcessingHandlers(): void {
-  handle('extractVideoFrame', async ({ videoPath, seekTime, width, quality }) => {
+  handle('extractVideoFrame', async ({ videoPath, seekTime, width, quality, outputPath }) => {
     return {
       path: extractVideoFrameToFile({
         videoPath,
         seekTime,
         width,
-        quality: quality ?? 2,
+        // When writing to a user-chosen file (Save frame), don't apply the
+        // thumbnail JPEG quality knob — ffmpeg infers the format (e.g. PNG)
+        // from the outputPath extension and -q:v would be meaningless.
+        quality: outputPath ? undefined : quality ?? 2,
+        outputPath,
+        // A user-chosen outputPath means "Save frame" — grab the exact frame.
+        accurate: Boolean(outputPath),
         timeoutMs: 10000,
       }),
     }
diff --git a/frontend/components/gpm/media-preview.ts b/frontend/components/gpm/media-preview.ts
index 0b89cd855..735935e44 100644
--- a/frontend/components/gpm/media-preview.ts
+++ b/frontend/components/gpm/media-preview.ts
@@ -8,6 +8,8 @@
  * serves every thumbnail without React plumbing.
  */
 
+import { saveVideoFile, saveVideoFrame } from '../../lib/video-save-actions'
+
 export interface PreviewMedia { src: string; isVideo: boolean; isAudio?: boolean; name?: string }
 
 const DELAY_MS = 500
@@ -119,6 +121,10 @@ export function openLightbox(media: PreviewMedia): void {
     const v = document.createElement('video')
     v.src = media.src; v.controls = true; v.autoplay = true; v.loop = true; v.playsInline = true
     v.style.cssText = inner; v.onclick = stop
+    v.oncontextmenu = (e) => {
+      e.preventDefault(); e.stopPropagation()
+      showLightboxContextMenu(e.clientX, e.clientY, v, media)
+    }
     overlay.appendChild(v)
     void v.play().catch(() => {})
   } else {
@@ -152,7 +158,46 @@ function onLightboxKey(e: KeyboardEvent): void {
   if (e.key === 'Escape') { e.preventDefault(); closeLightbox() }
 }
 
+// Right-click "Save video / Save video frame" menu for the lightbox video.
+// Appended to the overlay so a backdrop click (which closes the lightbox) also
+// disposes it; menu-button clicks stopPropagation so they don't close it.
+let lightboxMenuEl: HTMLDivElement | null = null
+
+function removeLightboxMenu(): void {
+  if (lightboxMenuEl) { lightboxMenuEl.remove(); lightboxMenuEl = null }
+}
+
+function showLightboxContextMenu(
+  clientX: number, clientY: number, video: HTMLVideoElement, media: PreviewMedia,
+): void {
+  removeLightboxMenu()
+  const W = 168, H = 76
+  const menu = document.createElement('div')
+  menu.style.cssText = [
+    'position:fixed', `left:${Math.min(clientX, window.innerWidth - W - 8)}px`,
+    `top:${Math.min(clientY, window.innerHeight - H - 8)}px`, `width:${W}px`,
+    'z-index:2147483602', 'padding:4px', 'border-radius:8px',
+    'background:#18181b', 'border:1px solid #34343d',
+    'box-shadow:0 12px 40px rgba(0,0,0,0.5)', 'font:500 13px system-ui,sans-serif',
+  ].join(';')
+  menu.oncontextmenu = (e) => e.preventDefault()
+  const mkItem = (label: string, onPick: () => void): HTMLButtonElement => {
+    const b = document.createElement('button')
+    b.textContent = label
+    b.style.cssText = 'display:block;width:100%;text-align:left;padding:7px 12px;background:transparent;border:none;color:#e4e4e7;font-size:13px;cursor:pointer;border-radius:6px;'
+    b.onmouseenter = () => { b.style.background = '#27272a' }
+    b.onmouseleave = () => { b.style.background = 'transparent' }
+    b.onclick = (e) => { e.stopPropagation(); removeLightboxMenu(); onPick() }
+    return b
+  }
+  menu.appendChild(mkItem('Save video', () => { void saveVideoFile(media.src, media.name) }))
+  menu.appendChild(mkItem('Save video frame', () => { void saveVideoFrame(video, media.src, media.name) }))
+  ;(lightboxEl ?? document.body).appendChild(menu)
+  lightboxMenuEl = menu
+}
+
 export function closeLightbox(): void {
   window.removeEventListener('keydown', onLightboxKey, true)
+  removeLightboxMenu()
   if (lightboxEl) { lightboxEl.remove(); lightboxEl = null }
 }
diff --git a/frontend/components/useVideoSaveMenu.tsx b/frontend/components/useVideoSaveMenu.tsx
new file mode 100644
index 000000000..e18153c10
--- /dev/null
+++ b/frontend/components/useVideoSaveMenu.tsx
@@ -0,0 +1,92 @@
+/**
+ * Right-click "Save video / Save video frame" menu for React-rendered <video>
+ * players. Returns an `onContextMenu` handler to attach to the video and a
+ * `menu` node to render. The imperative GPM lightbox has its own DOM version;
+ * both share the actions in ../lib/video-save-actions.
+ */
+import { useCallback, useEffect, useState } from 'react'
+import { createPortal } from 'react-dom'
+import { saveVideoFile, saveVideoFrame } from '../lib/video-save-actions'
+
+interface MenuState {
+  x: number
+  y: number
+  video: HTMLVideoElement
+  sourcePath: string
+  name?: string
+}
+
+const MENU_W = 168
+const MENU_H = 76
+
+export function useVideoSaveMenu() {
+  const [menu, setMenu] = useState<MenuState | null>(null)
+
+  const onContextMenu = useCallback(
+    (e: React.MouseEvent<HTMLVideoElement>, opts: { sourcePath: string; name?: string }) => {
+      e.preventDefault()
+      // Clamp so the menu stays on-screen near the cursor.
+      const x = Math.min(e.clientX, window.innerWidth - MENU_W - 8)
+      const y = Math.min(e.clientY, window.innerHeight - MENU_H - 8)
+      setMenu({ x, y, video: e.currentTarget, sourcePath: opts.sourcePath, name: opts.name })
+    },
+    [],
+  )
+
+  useEffect(() => {
+    if (!menu) return
+    const onKey = (e: KeyboardEvent) => { if (e.key === 'Escape') setMenu(null) }
+    window.addEventListener('keydown', onKey, true)
+    return () => window.removeEventListener('keydown', onKey, true)
+  }, [menu])
+
+  const itemStyle: React.CSSProperties = {
+    display: 'block', width: '100%', textAlign: 'left', padding: '7px 12px',
+    background: 'transparent', border: 'none', color: '#e4e4e7', fontSize: 13,
+    cursor: 'pointer', borderRadius: 6,
+  }
+
+  const menuNode = menu
+    ? createPortal(
+        <>
+          {/* Full-screen backdrop: an outside click / right-click dismisses the
+              menu. Sits just below the menu so the menu buttons stay clickable. */}
+          <div
+            style={{ position: 'fixed', inset: 0, zIndex: 2147483644 }}
+            onClick={() => setMenu(null)}
+            onContextMenu={(e) => { e.preventDefault(); setMenu(null) }}
+          />
+        <div
+          style={{
+            position: 'fixed', left: menu.x, top: menu.y, width: MENU_W,
+            zIndex: 2147483645, padding: 4, borderRadius: 8,
+            background: '#18181b', border: '1px solid #34343d',
+            boxShadow: '0 12px 40px rgba(0,0,0,0.5)',
+          }}
+          onClick={(e) => e.stopPropagation()}
+          onContextMenu={(e) => e.preventDefault()}
+        >
+          <button
+            style={itemStyle}
+            onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
+            onMouseLeave={(e) => (e.currentTarget.style.background = 'transparent')}
+            onClick={() => { void saveVideoFile(menu.sourcePath, menu.name); setMenu(null) }}
+          >
+            Save video
+          </button>
+          <button
+            style={itemStyle}
+            onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
+            onMouseLeave={(e) => (e.currentTarget.style.background = 'transparent')}
+            onClick={() => { void saveVideoFrame(menu.video, menu.sourcePath, menu.name); setMenu(null) }}
+          >
+            Save video frame
+          </button>
+        </div>
+        </>,
+        document.body,
+      )
+    : null
+
+  return { onContextMenu, menu: menuNode }
+}
diff --git a/frontend/lib/file-url.ts b/frontend/lib/file-url.ts
index f0ef203db..eeaf7249d 100644
--- a/frontend/lib/file-url.ts
+++ b/frontend/lib/file-url.ts
@@ -21,3 +21,20 @@ export function pathToFileUrl(filePath: string): string {
 
   return 'file://' + encoded
 }
+
+/**
+ * Inverse of pathToFileUrl: turns a file:// URL back into a filesystem path.
+ * Passes through values that aren't file:// URLs (already-plain paths).
+ *
+ *   file:///C:/Users/me/video%231.mp4 → C:\Users\me\video#1.mp4
+ *   file:///Users/me/my%20file.mp4     → /Users/me/my file.mp4
+ */
+export function fileUrlToPath(url: string): string {
+  if (!url.startsWith('file://')) return url
+  let p = decodeURIComponent(url.slice('file://'.length))
+  // Strip the leading slash that precedes a Windows drive letter (/C:/… → C:/…)
+  if (/^\/[A-Za-z]:/.test(p)) {
+    p = p.slice(1).replace(/\//g, '\\')
+  }
+  return p
+}
diff --git a/frontend/lib/video-save-actions.ts b/frontend/lib/video-save-actions.ts
new file mode 100644
index 000000000..479c62e26
--- /dev/null
+++ b/frontend/lib/video-save-actions.ts
@@ -0,0 +1,111 @@
+/**
+ * Shared "Save video" / "Save video frame" actions for the app's video players.
+ * Used by both the React GenSpace asset viewer and the imperative GPM lightbox,
+ * so these are plain functions (no React) that own the full flow:
+ * save dialog → copy / ffmpeg frame extract → transient toast.
+ */
+
+import { fileUrlToPath } from './file-url'
+
+function baseNameNoExt(p: string): string {
+  const base = p.split(/[\\/]/).pop() ?? 'video'
+  return base.replace(/\.[^.]+$/, '')
+}
+
+function extOf(p: string): string {
+  return p.match(/\.[^.\\/]+$/)?.[0] ?? ''
+}
+
+/** Sanitize a caption/prompt into a safe-ish filename stem. */
+function toStem(name: string | undefined, fallbackPath: string): string {
+  const raw = name?.trim() ? name.trim() : baseNameNoExt(fallbackPath)
+  return raw.replace(/[\\/:*?"<>|]+/g, ' ').replace(/\s+/g, ' ').trim().slice(0, 80) || 'video'
+}
+
+let toastEl: HTMLDivElement | null = null
+let toastTimer: ReturnType<typeof setTimeout> | null = null
+
+function flashToast(message: string, isError = false): void {
+  if (toastTimer) clearTimeout(toastTimer)
+  if (!toastEl) {
+    toastEl = document.createElement('div')
+    document.body.appendChild(toastEl)
+  }
+  toastEl.textContent = message
+  toastEl.style.cssText = [
+    'position:fixed', 'bottom:24px', 'left:50%', 'transform:translateX(-50%)',
+    'z-index:2147483646', 'padding:10px 16px', 'border-radius:8px',
+    'font:500 13px system-ui,sans-serif',
+    `background:${isError ? '#7f1d1d' : '#16161b'}`,
+    'color:#f3f3f6', `border:1px solid ${isError ? '#b91c1c' : '#34343d'}`,
+    'box-shadow:0 12px 40px rgba(0,0,0,0.5)', 'pointer-events:none',
+  ].join(';')
+  toastTimer = setTimeout(() => {
+    toastEl?.remove()
+    toastEl = null
+  }, 2400)
+}
+
+/**
+ * Copy a video to a user-chosen location. `pathOrUrl` may be a raw filesystem
+ * path (GenSpace asset) or a file:// URL (GPM lightbox media.src).
+ */
+export async function saveVideoFile(pathOrUrl: string, suggestedName?: string): Promise<void> {
+  const api = window.electronAPI
+  if (!api?.showSaveDialog || !api?.copyFileToPath) {
+    flashToast('Save unavailable — please restart the app', true)
+    return
+  }
+  const srcPath = fileUrlToPath(pathOrUrl)
+  const ext = extOf(srcPath) || '.mp4'
+  try {
+    const dest = await api.showSaveDialog({
+      title: 'Save Video',
+      defaultPath: `${toStem(suggestedName, srcPath)}${ext}`,
+      filters: [
+        { name: 'Video', extensions: [ext.slice(1)] },
+        { name: 'All Files', extensions: ['*'] },
+      ],
+    })
+    if (!dest) return // user cancelled
+    const res = await api.copyFileToPath({ srcPath, destPath: dest })
+    flashToast(res?.success ? 'Video saved' : 'Could not save video', !res?.success)
+  } catch {
+    flashToast('Could not save video', true)
+  }
+}
+
+/**
+ * Save the frame currently shown in `videoEl` as an image at a user-chosen path.
+ * Uses ffmpeg (frame-accurate) in the main process rather than a canvas grab,
+ * which would taint under production webSecurity.
+ */
+export async function saveVideoFrame(
+  videoEl: HTMLVideoElement,
+  pathOrUrl: string,
+  suggestedName?: string,
+): Promise<void> {
+  const api = window.electronAPI
+  if (!api?.showSaveDialog || !api?.extractVideoFrame) {
+    flashToast('Save unavailable — please restart the app', true)
+    return
+  }
+  const srcPath = fileUrlToPath(pathOrUrl)
+  const t = Number.isFinite(videoEl.currentTime) ? Math.max(0, videoEl.currentTime) : 0
+  const stem = `${toStem(suggestedName, srcPath)}_frame_${t.toFixed(2).replace('.', '_')}`
+  try {
+    const dest = await api.showSaveDialog({
+      title: 'Save Video Frame',
+      defaultPath: `${stem}.png`,
+      filters: [
+        { name: 'PNG Image', extensions: ['png'] },
+        { name: 'JPEG Image', extensions: ['jpg'] },
+      ],
+    })
+    if (!dest) return // user cancelled
+    const res = await api.extractVideoFrame({ videoPath: srcPath, seekTime: t, outputPath: dest })
+    flashToast(res?.path ? 'Frame saved' : 'Could not save frame', !res?.path)
+  } catch {
+    flashToast('Could not save frame', true)
+  }
+}
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 34fcbc511..8c725dbf2 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -32,6 +32,7 @@ import { logger } from '../lib/logger'
 import { RetakePanel } from '../components/RetakePanel'
 import { ICLoraPanel, CONDITIONING_TYPES } from '../components/ICLoraPanel'
 import { FreeApiKeyBubble } from '../components/FreeApiKeyBubble'
+import { useVideoSaveMenu } from '../components/useVideoSaveMenu'
 
 // Sentinel binFilter value meaning "show every asset" (vs. a real binId, or
 // null for the default untagged-only view).
@@ -1053,6 +1054,7 @@ export function GenSpace() {
   const [localError, setLocalError] = useState<GenerationError | null>(null)
   const [selectedAsset, setSelectedAsset] = useState<Asset | null>(null)
   const [copiedPrompt, setCopiedPrompt] = useState(false)
+  const { onContextMenu: onVideoSaveContextMenu, menu: videoSaveMenu } = useVideoSaveMenu()
   const [showFavorites, setShowFavorites] = useState(false)
   // null = default view (untagged only); ALL_BINS_FILTER = every asset; otherwise a specific binId.
   const [binFilter, setBinFilter] = useState<string | null>(null)
@@ -2075,6 +2077,10 @@ export function GenSpace() {
                 controls
                 autoPlay
                 className="w-full rounded-xl object-contain max-h-[75vh]"
+                onContextMenu={(e) => onVideoSaveContextMenu(e, {
+                  sourcePath: selectedAsset.path,
+                  name: selectedAsset.prompt,
+                })}
               />
             ) : (
               <img
@@ -2109,6 +2115,8 @@ export function GenSpace() {
         </div>
       )}
 
+      {videoSaveMenu}
+
       {creatingTagFor !== null && (
         <div
           className="fixed inset-0 z-[80] flex items-center justify-center bg-black/55"
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 2730cada6..47ebe2901 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -241,6 +241,10 @@ export const electronAPISchemas = {
     input: z.object({ filePath: z.string(), data: z.instanceof(ArrayBuffer) }),
     output: ipcResult({ path: z.string() }),
   },
+  copyFileToPath: {
+    input: z.object({ srcPath: z.string(), destPath: z.string() }),
+    output: ipcResult({ path: z.string() }),
+  },
   showOpenDirectoryDialog: {
     input: z.object({ title: z.string().optional() }),
     output: z.string().nullable(),
@@ -302,7 +306,7 @@ export const electronAPISchemas = {
 
   // Video processing
   extractVideoFrame: {
-    input: z.object({ videoPath: z.string(), seekTime: z.number(), width: z.number().optional(), quality: z.number().optional() }),
+    input: z.object({ videoPath: z.string(), seekTime: z.number(), width: z.number().optional(), quality: z.number().optional(), outputPath: z.string().optional() }),
     output: z.object({ path: z.string() }),
   },
 

From cd6dc04f20d4126753524247f9dd4759db3e9886 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 18 Jul 2026 22:21:40 -0400
Subject: [PATCH 048/117] feat: render timer + cancel button for video
 generation
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Live mm:ss stopwatch in the generating card; the final wall-clock render
  time is stored on the asset (renderMs) and shown in the viewer info line
  (e.g. "720p · 5s · 0:42 render"). In-app metadata only, no file rewrite.
- Surface the already-built cancel path with a Stop button on the generating
  card. Fix: an aborted request comes back from the API client as a synthetic
  error result (not a thrown AbortError), so it was showing the "Generation
  Failed" dialog — now treated as a clean cancellation in both the video and
  image paths.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/hooks/use-generation.ts | 13 +++++++++
 frontend/types/project-model.ts  |  2 ++
 frontend/views/GenSpace.tsx      | 48 +++++++++++++++++++++++++++++++-
 3 files changed, 62 insertions(+), 1 deletion(-)

diff --git a/frontend/hooks/use-generation.ts b/frontend/hooks/use-generation.ts
index a984f0cb1..850308f39 100644
--- a/frontend/hooks/use-generation.ts
+++ b/frontend/hooks/use-generation.ts
@@ -190,6 +190,13 @@ export function useGeneration(): UseGenerationReturn {
       })
       shouldApplyPollingUpdates = false
       if (!result.ok) {
+        // A user cancel aborts the fetch, which the API client surfaces as a
+        // synthetic error result (not a thrown AbortError). Treat that as a
+        // clean cancellation rather than a "Generation Failed" error.
+        if (abortControllerRef.current?.signal.aborted) {
+          setState(prev => ({ ...prev, isGenerating: false, statusMessage: 'Cancelled' }))
+          return
+        }
         setState(prev => ({
           ...prev,
           isGenerating: false,
@@ -350,6 +357,12 @@ export function useGeneration(): UseGenerationReturn {
 
       clearInterval(progressInterval)
       if (!result.ok) {
+        // A user cancel aborts the fetch → synthetic error result, not a thrown
+        // AbortError; surface it as a clean cancellation, not a failure.
+        if (abortControllerRef.current?.signal.aborted) {
+          setState(prev => ({ ...prev, isGenerating: false, statusMessage: 'Cancelled' }))
+          return
+        }
         setState(prev => ({
           ...prev,
           isGenerating: false,
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 374be9a13..033adbb60 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -279,6 +279,8 @@ export const assetSchema = z.object({
   takes: z.array(assetTakeSchema).optional(),
   activeTakeIndex: z.number().optional(),
   colorLabel: z.string().optional(),
+  // Wall-clock time the render took, in milliseconds (local generations only).
+  renderMs: z.number().optional(),
 })
 
 export const timelineClipSchema = z.object({
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 4323f30f0..90d138c72 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -4,7 +4,7 @@ import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser
+  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -38,6 +38,14 @@ import { useVideoSaveMenu } from '../components/useVideoSaveMenu'
 // null for the default untagged-only view).
 const ALL_BINS_FILTER = '__all__'
 
+// Format a millisecond duration as a stopwatch clock, e.g. 0:07, 1:23.
+function formatClock(ms: number): string {
+  const totalSec = Math.max(0, Math.round(ms / 1000))
+  const m = Math.floor(totalSec / 60)
+  const s = totalSec % 60
+  return `${m}:${s.toString().padStart(2, '0')}`
+}
+
 // Asset card with hover overlays
 function AssetCard({
   asset,
@@ -1058,6 +1066,10 @@ export function GenSpace() {
   const [localError, setLocalError] = useState<GenerationError | null>(null)
   const [selectedAsset, setSelectedAsset] = useState<Asset | null>(null)
   const [copiedPrompt, setCopiedPrompt] = useState(false)
+  // Live render stopwatch: elapsedMs ticks while generating and freezes on
+  // completion; generationStartRef feeds the render time stored on the asset.
+  const [elapsedMs, setElapsedMs] = useState(0)
+  const generationStartRef = useRef<number | null>(null)
   const { onContextMenu: onVideoSaveContextMenu, menu: videoSaveMenu } = useVideoSaveMenu()
   const [showFavorites, setShowFavorites] = useState(false)
   // null = default view (untagged only); ALL_BINS_FILTER = every asset; otherwise a specific binId.
@@ -1121,6 +1133,7 @@ export function GenSpace() {
     imagePaths,
     error,
     reset,
+    cancel,
   } = useGeneration()
 
   const {
@@ -1281,9 +1294,28 @@ export function GenSpace() {
   const [lastPrompt, setLastPrompt] = useState('')
   
   // When video generation completes, add to project assets
+  // Render stopwatch: (re)start when a generation begins, tick while running,
+  // and freeze the last value when it stops (the cleanup clears the interval).
+  useEffect(() => {
+    if (!isGenerating) return
+    generationStartRef.current = Date.now()
+    setElapsedMs(0)
+    const id = setInterval(() => {
+      if (generationStartRef.current != null) {
+        setElapsedMs(Date.now() - generationStartRef.current)
+      }
+    }, 200)
+    return () => clearInterval(id)
+  }, [isGenerating])
+
   useEffect(() => {
     if (!videoPath || !currentProjectId || isGenerating) return
 
+    // Wall-clock render time, captured before the async persist work below.
+    const renderMs = generationStartRef.current != null
+      ? Date.now() - generationStartRef.current
+      : undefined
+
     const generationKey = videoPath
     if (persistedVideoKeyRef.current === generationKey) return
     persistedVideoKeyRef.current = generationKey
@@ -1307,6 +1339,7 @@ export function GenSpace() {
           prompt: lastPrompt,
           resolution: savedVideoSettings.videoResolution,
           duration: savedVideoSettings.duration,
+          renderMs,
           generationParams: {
             mode: genMode as 'text-to-video' | 'image-to-video' | 'audio-to-video',
             prompt: lastPrompt,
@@ -1934,11 +1967,23 @@ export function GenSpace() {
                       </div>
                     </div>
                     <p className="text-sm text-zinc-400">{statusMessage || 'Generating...'}</p>
+                    <p className="mt-1 flex items-center gap-1 text-xs text-zinc-500 tabular-nums">
+                      <Clock className="h-3 w-3" />
+                      {formatClock(elapsedMs)}
+                    </p>
                     {progress > 0 && (
                       <div className="w-32 h-1 bg-zinc-800 rounded-full mt-2 overflow-hidden">
                         <div className="h-full bg-violet-500 transition-all" style={{ width: `${progress}%` }} />
                       </div>
                     )}
+                    <button
+                      onClick={() => void cancel()}
+                      className="mt-4 inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md text-xs font-medium text-zinc-300 bg-zinc-700/60 hover:bg-red-600/80 hover:text-white transition-colors"
+                      title="Stop this generation"
+                    >
+                      <Square className="h-3 w-3 fill-current" />
+                      Stop
+                    </button>
                   </div>
                 </div>
               )}
@@ -2118,6 +2163,7 @@ export function GenSpace() {
               </div>
               <p className="text-zinc-500 text-sm mt-1">
                 {selectedAsset.resolution} • {selectedAsset.duration ? `${selectedAsset.duration}s` : 'Image'}
+                {selectedAsset.renderMs != null && ` • ${formatClock(selectedAsset.renderMs)} render`}
               </p>
             </div>
           </div>

From 28a09304d18367fa525cdd92112d8b35f6d09d19 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 18 Jul 2026 22:21:50 -0400
Subject: [PATCH 049/117] feat: curated color palette themes for the main app
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Adds a Settings → Appearance picker with 6 curated dark palettes (Midnight,
Slate, Graphite, Sandstone, Indigo Night, Plum). Selection is applied live and
persisted in localStorage.

Implementation: the Tailwind zinc scale is redirected to CSS variables
(--zinc-50..950), so a palette rewrites those variables at runtime and all ~1000
zinc-* class uses in the main app re-theme at once — no per-component migration.
The Studio Pro / GPM panels use their own hex constants and are left untouched.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/SettingsModal.tsx |  57 ++++++++++-
 frontend/index.css                    |  29 ++++--
 frontend/lib/theme.ts                 | 142 ++++++++++++++++++++++++++
 frontend/main.tsx                     |   3 +
 tailwind.config.js                    |  18 ++++
 5 files changed, 241 insertions(+), 8 deletions(-)
 create mode 100644 frontend/lib/theme.ts

diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 79e8a4310..3bd698673 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1,5 +1,6 @@
-import { AlertCircle, Check, Download, Film, Folder, Info, KeyRound, Settings, Sparkles, X, Zap } from 'lucide-react'
+import { AlertCircle, Check, Download, Film, Folder, Info, KeyRound, Palette, Settings, Sparkles, X, Zap } from 'lucide-react'
 import React, { useEffect, useMemo, useRef, useState } from 'react'
+import { PALETTES, getStoredPaletteId, selectPalette } from '../lib/theme'
 import { Button } from './ui/button'
 import { useAppSettings, type AppSettings } from '../contexts/AppSettingsContext'
 import { ApiClient, type ApiSuccessOf } from '../lib/api-client'
@@ -14,7 +15,7 @@ interface SettingsModalProps {
   initialTab?: TabId
 }
 
-type TabId = 'general' | 'apiKeys' | 'promptEnhancer' | 'about'
+type TabId = 'general' | 'appearance' | 'apiKeys' | 'promptEnhancer' | 'about'
 
 export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProps) {
   const { settings, updateSettings, saveLtxApiKey, saveFalApiKey, saveGeminiApiKey, forceApiGenerations } = useAppSettings()
@@ -49,6 +50,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
   const [showModelLicense, setShowModelLicense] = useState(false)
   const [analyticsEnabled, setAnalyticsEnabled] = useState(false)
   const [projectAssetsPath, setProjectAssetsPath] = useState('')
+  const [paletteId, setPaletteId] = useState(getStoredPaletteId)
 
   // Sync active tab with initialTab prop when modal opens
   useEffect(() => {
@@ -248,11 +250,17 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
 
   const tabs = [
     { id: 'general' as TabId, label: 'General', icon: Settings },
+    { id: 'appearance' as TabId, label: 'Appearance', icon: Palette },
     { id: 'apiKeys' as TabId, label: 'API Keys', icon: KeyRound },
     { id: 'promptEnhancer' as TabId, label: 'Prompt Enhancer', icon: Sparkles },
     { id: 'about' as TabId, label: 'About', icon: Info },
   ]
 
+  const handleSelectPalette = (id: string) => {
+    setPaletteId(id)
+    selectPalette(id)
+  }
+
   return (
     <div className="fixed inset-0 z-50 flex items-center justify-center">
       {/* Backdrop */}
@@ -705,6 +713,51 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
             </>
           )}
 
+          {activeTab === 'appearance' && (
+            <div className="space-y-3">
+              <div>
+                <h3 className="text-sm font-semibold text-white">Color palette</h3>
+                <p className="text-xs text-zinc-400 mt-1">
+                  Changes the main app's colors. Studio Pro panels keep their own styling.
+                </p>
+              </div>
+              <div className="grid grid-cols-2 gap-3">
+                {PALETTES.map((palette) => {
+                  const selected = palette.id === paletteId
+                  return (
+                    <button
+                      key={palette.id}
+                      onClick={() => handleSelectPalette(palette.id)}
+                      className={`relative flex items-center gap-3 rounded-lg border p-3 text-left transition-colors ${
+                        selected
+                          ? 'border-blue-500 bg-zinc-800/60'
+                          : 'border-zinc-700 hover:border-zinc-500 hover:bg-zinc-800/40'
+                      }`}
+                    >
+                      {/* Swatch: base surface + accent dot + a light-text bar */}
+                      <div
+                        className="h-10 w-10 shrink-0 rounded-md border border-black/40 flex items-center justify-center"
+                        style={{ background: `rgb(${palette.zinc['950']})` }}
+                      >
+                        <div className="flex flex-col items-center gap-1">
+                          <span className="block h-1.5 w-5 rounded-full" style={{ background: `rgb(${palette.accent})` }} />
+                          <span className="block h-1 w-4 rounded-full" style={{ background: `rgb(${palette.zinc['400']})` }} />
+                        </div>
+                      </div>
+                      <div className="min-w-0">
+                        <div className="flex items-center gap-1.5">
+                          <span className="text-sm font-medium text-white">{palette.name}</span>
+                          {selected && <Check className="h-3.5 w-3.5 text-blue-400" />}
+                        </div>
+                        <p className="text-[11px] text-zinc-400 leading-tight mt-0.5">{palette.blurb}</p>
+                      </div>
+                    </button>
+                  )
+                })}
+              </div>
+            </div>
+          )}
+
           {activeTab === 'apiKeys' && (
             <>
               {/* LTX API Key Section */}
diff --git a/frontend/index.css b/frontend/index.css
index 36b18e22d..c6559d060 100644
--- a/frontend/index.css
+++ b/frontend/index.css
@@ -12,19 +12,36 @@
    Values are RGB channels: R G B
    ───────────────────────────────────────── */
 :root {
+  /* ── Zinc scale (default = "Midnight" palette) ──
+     The whole main-app UI uses Tailwind zinc-* classes, which are redirected to
+     these variables (see tailwind.config.js). A palette theme (lib/theme.ts)
+     rewrites them at runtime to retheme the app; these values are the fallback
+     used for first paint before JS runs. */
+  --zinc-50: 250 250 250;
+  --zinc-100: 244 244 245;
+  --zinc-200: 228 228 231;
+  --zinc-300: 212 212 216;
+  --zinc-400: 161 161 170;
+  --zinc-500: 113 113 122;
+  --zinc-600: 82 82 91;
+  --zinc-700: 63 63 70;
+  --zinc-800: 39 39 42;
+  --zinc-900: 24 24 27;
+  --zinc-950: 9 9 11;
+
   /* Accent color (used for buttons, progress, highlights) */
   --accent: 43 97 255;        /* #2B61FF */
   --accent-dark: 26 80 224;   /* #1A50E0 — darker shade for hover states */
 
-  /* Surface colors */
-  --bg: 9 9 11;               /* zinc-950 — main app background */
-  --surface: 24 24 27;        /* zinc-900 — panels, cards */
-  --surface-raised: 39 39 42; /* zinc-800 — inputs, hover states */
-  --border-color: 63 63 70;   /* zinc-700 — dividers, borders */
+  /* Surface colors — derived from the zinc scale so they follow the palette */
+  --bg: var(--zinc-950);            /* main app background */
+  --surface: var(--zinc-900);       /* panels, cards */
+  --surface-raised: var(--zinc-800);/* inputs, hover states */
+  --border-color: var(--zinc-700);  /* dividers, borders */
 
   /* Text */
   --text: 255 255 255;
-  --text-muted: 161 161 170;  /* zinc-400 */
+  --text-muted: var(--zinc-400);
 }
 
 * {
diff --git a/frontend/lib/theme.ts b/frontend/lib/theme.ts
new file mode 100644
index 000000000..4335b3233
--- /dev/null
+++ b/frontend/lib/theme.ts
@@ -0,0 +1,142 @@
+/**
+ * Curated color-palette themes for the main LTX app.
+ *
+ * How it works: the Tailwind `zinc-*` scale (which the whole main-app UI uses
+ * for its greys/blacks) is redirected to CSS variables `--zinc-50..950` in
+ * tailwind.config.js. A palette just rewrites those variables plus the accent,
+ * so all ~1000 existing `zinc-*` class uses re-theme at once — no per-component
+ * migration. The Studio Pro / GPM panels use their own hex constants and are
+ * intentionally left untouched.
+ *
+ * Persistence is renderer-only (localStorage) — deliberately avoiding the
+ * flaky settings.json userData path.
+ */
+
+type ZincShade = '50' | '100' | '200' | '300' | '400' | '500' | '600' | '700' | '800' | '900' | '950'
+
+export interface Palette {
+  id: string
+  name: string
+  /** One-line description for the picker. */
+  blurb: string
+  /** RGB channels ("R G B") for each zinc shade. */
+  zinc: Record<ZincShade, string>
+  /** Accent RGB channels + darker hover shade. */
+  accent: string
+  accentDark: string
+}
+
+export const PALETTES: Palette[] = [
+  {
+    id: 'midnight',
+    name: 'Midnight',
+    blurb: 'The classic neutral black — default.',
+    zinc: {
+      '50': '250 250 250', '100': '244 244 245', '200': '228 228 231', '300': '212 212 216',
+      '400': '161 161 170', '500': '113 113 122', '600': '82 82 91', '700': '63 63 70',
+      '800': '39 39 42', '900': '24 24 27', '950': '9 9 11',
+    },
+    accent: '43 97 255', accentDark: '26 80 224',
+  },
+  {
+    id: 'slate',
+    name: 'Slate',
+    blurb: 'Cool blue-grey, a touch softer than black.',
+    zinc: {
+      '50': '248 250 252', '100': '241 245 249', '200': '226 232 240', '300': '203 213 225',
+      '400': '148 163 184', '500': '100 116 139', '600': '71 85 105', '700': '51 65 85',
+      '800': '30 41 59', '900': '15 23 42', '950': '2 6 23',
+    },
+    accent: '43 97 255', accentDark: '26 80 224',
+  },
+  {
+    id: 'graphite',
+    name: 'Graphite',
+    blurb: 'Pure neutral grey, no color tint.',
+    zinc: {
+      '50': '250 250 250', '100': '245 245 245', '200': '229 229 229', '300': '212 212 212',
+      '400': '163 163 163', '500': '115 115 115', '600': '82 82 82', '700': '64 64 64',
+      '800': '38 38 38', '900': '23 23 23', '950': '10 10 10',
+    },
+    accent: '43 97 255', accentDark: '26 80 224',
+  },
+  {
+    id: 'sandstone',
+    name: 'Sandstone',
+    blurb: 'Warm charcoal with an amber accent.',
+    zinc: {
+      '50': '250 250 249', '100': '245 245 244', '200': '231 229 228', '300': '214 211 209',
+      '400': '168 162 158', '500': '120 113 108', '600': '87 83 78', '700': '68 64 60',
+      '800': '41 37 36', '900': '28 25 23', '950': '12 10 9',
+    },
+    accent: '245 158 11', accentDark: '217 119 6',
+  },
+  {
+    id: 'indigo-night',
+    name: 'Indigo Night',
+    blurb: 'Deep blue-black with an indigo accent.',
+    zinc: {
+      '50': '246 248 252', '100': '235 238 248', '200': '214 220 238', '300': '186 194 220',
+      '400': '140 150 190', '500': '92 103 148', '600': '64 74 112', '700': '44 52 84',
+      '800': '26 32 58', '900': '15 20 40', '950': '8 11 24',
+    },
+    accent: '99 102 241', accentDark: '79 70 229',
+  },
+  {
+    id: 'plum',
+    name: 'Plum',
+    blurb: 'Dark aubergine with a violet accent.',
+    zinc: {
+      '50': '249 246 252', '100': '240 234 246', '200': '226 214 234', '300': '208 188 218',
+      '400': '178 152 190', '500': '138 110 150', '600': '100 76 112', '700': '72 52 84',
+      '800': '48 32 58', '900': '32 20 40', '950': '20 12 26',
+    },
+    accent: '168 85 247', accentDark: '147 51 234',
+  },
+]
+
+const STORAGE_KEY = 'ltx-theme-palette'
+const DEFAULT_ID = 'midnight'
+
+export function getPalette(id: string): Palette {
+  return PALETTES.find((p) => p.id === id) ?? PALETTES[0]
+}
+
+/** Write a palette's variables onto :root. The derived --bg/--surface/etc.
+ *  (defined in index.css) reference these, so they follow automatically. */
+export function applyPalette(id: string): void {
+  const palette = getPalette(id)
+  const root = document.documentElement
+  for (const [shade, value] of Object.entries(palette.zinc)) {
+    root.style.setProperty(`--zinc-${shade}`, value)
+  }
+  root.style.setProperty('--accent', palette.accent)
+  root.style.setProperty('--accent-dark', palette.accentDark)
+}
+
+export function getStoredPaletteId(): string {
+  try {
+    return localStorage.getItem(STORAGE_KEY) ?? DEFAULT_ID
+  } catch {
+    return DEFAULT_ID
+  }
+}
+
+export function setStoredPaletteId(id: string): void {
+  try {
+    localStorage.setItem(STORAGE_KEY, id)
+  } catch {
+    // localStorage unavailable — theme just won't persist across restarts.
+  }
+}
+
+/** Apply the persisted palette. Call once at startup, before first paint. */
+export function initTheme(): void {
+  applyPalette(getStoredPaletteId())
+}
+
+/** Apply + persist. Call from the picker. */
+export function selectPalette(id: string): void {
+  applyPalette(id)
+  setStoredPaletteId(id)
+}
diff --git a/frontend/main.tsx b/frontend/main.tsx
index dd7ffd5a8..ea5fa9695 100644
--- a/frontend/main.tsx
+++ b/frontend/main.tsx
@@ -2,9 +2,12 @@ import React from 'react'
 import ReactDOM from 'react-dom/client'
 import App from './App'
 import { installProjectStorageDevtools } from './lib/project-storage-devtools'
+import { initTheme } from './lib/theme'
 import './index.css'
 
 installProjectStorageDevtools()
+// Apply the saved color palette before first paint.
+initTheme()
 
 ReactDOM.createRoot(document.getElementById('root')!).render(
   <React.StrictMode>
diff --git a/tailwind.config.js b/tailwind.config.js
index 7b6f3032c..4b274331d 100644
--- a/tailwind.config.js
+++ b/tailwind.config.js
@@ -21,6 +21,24 @@ export default {
           DEFAULT: 'rgb(var(--surface) / <alpha-value>)',
           raised:  'rgb(var(--surface-raised) / <alpha-value>)',
         },
+        // ── Redirect the zinc scale → CSS variables ──
+        // The main-app UI is built almost entirely on zinc-* classes. Pointing
+        // the whole scale at CSS variables lets a palette theme (lib/theme.ts)
+        // re-skin the app at runtime without touching any component. Defaults
+        // for these vars live in index.css :root.
+        zinc: {
+          50:  'rgb(var(--zinc-50) / <alpha-value>)',
+          100: 'rgb(var(--zinc-100) / <alpha-value>)',
+          200: 'rgb(var(--zinc-200) / <alpha-value>)',
+          300: 'rgb(var(--zinc-300) / <alpha-value>)',
+          400: 'rgb(var(--zinc-400) / <alpha-value>)',
+          500: 'rgb(var(--zinc-500) / <alpha-value>)',
+          600: 'rgb(var(--zinc-600) / <alpha-value>)',
+          700: 'rgb(var(--zinc-700) / <alpha-value>)',
+          800: 'rgb(var(--zinc-800) / <alpha-value>)',
+          900: 'rgb(var(--zinc-900) / <alpha-value>)',
+          950: 'rgb(var(--zinc-950) / <alpha-value>)',
+        },
         // ── Override blue palette → #2B61FF brand scale ──
         // All blue-* classes use this scale; update these values to retheme
         blue: {

From 5f46e48e24e8b334541eb4e0fc618ee2f4787e10 Mon Sep 17 00:00:00 2001
From: ltx-desktop-bot <ltx-desktop-bot@lightricks.com>
Date: Sun, 19 Jul 2026 10:10:58 +0000
Subject: [PATCH 050/117] Public sync preview - 2026-07-19

---
 README.md                                     |   74 +-
 backend/_routes/extend.py                     |   16 +
 backend/_routes/health.py                     |    7 +-
 backend/_routes/lora_catalog.py               |   69 +
 backend/_routes/models.py                     |   43 +
 backend/api_types.py                          |  517 ++-
 backend/app_factory.py                        |    4 +
 backend/app_handler.py                        |   31 +
 backend/architecture.md                       |   15 +
 backend/export_openapi_schema.py              |    1 +
 backend/frame_math.py                         |   19 +
 backend/handlers/__init__.py                  |    4 +
 backend/handlers/base.py                      |   17 +
 backend/handlers/download_handler.py          |   42 +-
 backend/handlers/extend_handler.py            |  223 ++
 backend/handlers/generation_handler.py        |   19 +-
 backend/handlers/health_handler.py            |   24 +-
 backend/handlers/hf_auth_utils.py             |   14 +-
 backend/handlers/ic_lora_handler.py           |  522 ++-
 backend/handlers/image_generation_handler.py  |   15 +-
 backend/handlers/lora_catalog_handler.py      |  342 ++
 backend/handlers/models_handler.py            |  131 +-
 backend/handlers/pipelines_handler.py         |  100 +-
 backend/handlers/retake_handler.py            |  107 +-
 backend/handlers/settings_handler.py          |   12 +
 .../handlers/suggest_gap_prompt_handler.py    |   14 +-
 backend/handlers/text_handler.py              |    8 +
 backend/handlers/video_generation_handler.py  |   58 +-
 backend/handlers/video_resolution.py          |   90 +
 backend/ic_lora_preprocessing.py              |  166 +
 backend/ltx2_server.py                        |   77 +-
 backend/mps_prebuilt_ext.py                   |  172 +
 backend/performance_runner/.gitignore         |    4 +
 backend/performance_runner/README.md          |  177 +
 backend/performance_runner/catalog.py         |  107 +
 backend/performance_runner/coldstart.py       |   59 +
 backend/performance_runner/dashboard/app.js   |  304 ++
 .../dashboard/chart.umd.min.js                |    1 +
 .../performance_runner/dashboard/index.html   |  108 +
 .../performance_runner/dashboard/server.py    |  573 ++++
 .../performance_runner/dashboard/style.css    |   75 +
 backend/performance_runner/decompose.py       |   79 +
 backend/performance_runner/gpu_sampler.py     |  102 +
 backend/performance_runner/output_ab.py       |  111 +
 backend/performance_runner/perf_config.py     |  469 +++
 backend/performance_runner/run_dashboard.ps1  |   49 +
 backend/performance_runner/run_dashboard.py   |   99 +
 backend/performance_runner/run_dashboard.sh   |   10 +
 backend/performance_runner/sanity.py          |  308 ++
 backend/performance_runner/scenarios.py       |  253 ++
 backend/performance_runner/soak_test.py       |  239 ++
 .../test_assets/reference_audio.wav           |  Bin 0 -> 956874 bytes
 .../test_assets/reference_image.png           |  Bin 0 -> 107433 bytes
 .../test_assets/reference_video.mp4           |  Bin 0 -> 165413 bytes
 backend/pyproject.toml                        |   22 +-
 backend/pyrightconfig.json                    |    1 +
 backend/runtime_config/lora_catalog.json      | 1526 +++++++++
 .../runtime_config/model_download_specs.py    |  243 +-
 backend/runtime_config/models_scanner.py      |  119 +
 backend/runtime_config/runtime_config.py      |    4 +-
 backend/runtime_config/runtime_policy.py      |   57 +-
 backend/server_utils/heartbeat.py             |   92 +
 backend/server_utils/units.py                 |    8 +
 backend/services/__init__.py                  |    4 +-
 backend/services/a2v_pipeline/a2v_pipeline.py |    1 +
 .../a2v_pipeline/distilled_a2v_pipeline.py    |   19 +-
 .../services/a2v_pipeline/ltx_a2v_pipeline.py |   18 +-
 .../fast_video_pipeline.py                    |    1 +
 .../ltx_fast_video_pipeline.py                |   41 +-
 backend/services/gpu_info/gpu_info.py         |    3 +
 backend/services/gpu_info/gpu_info_impl.py    |   11 +
 backend/services/http_client/__init__.py      |    4 +-
 backend/services/http_client/http_client.py   |    5 +-
 .../services/http_client/http_client_impl.py  |   29 +-
 .../ic_lora_pipeline/ic_lora_pipeline.py      |    7 +
 .../ic_lora_pipeline/ltx_ic_lora_pipeline.py  |  261 +-
 .../zit_image_generation_pipeline.py          |    9 +-
 backend/services/interfaces.py                |    4 +-
 backend/services/lora_catalog/__init__.py     |   15 +
 .../lora_catalog/file_lora_catalog.py         |   64 +
 backend/services/lora_catalog/lora_catalog.py |   13 +
 backend/services/lora_catalog/media_urls.py   |   33 +
 .../services/ltx_api_client/ltx_api_client.py |   13 +-
 .../ltx_api_client/ltx_api_client_impl.py     |  320 +-
 backend/services/ltx_pipeline_common.py       |   32 +-
 .../services/patches/diffusion_stage_cache.py |  278 ++
 .../services/patches/ic_lora_stage2_lora.py   |  350 ++
 backend/services/patches/pinned_pool_fix.py   |   38 +-
 backend/services/patches/record_stream_fix.py |   44 +-
 .../patches/safetensors_metadata_fix.py       |   19 +-
 .../retake_pipeline/ltx_retake_pipeline.py    |  150 +-
 .../retake_pipeline/retake_pipeline.py        |   23 +
 .../services/text_encoder/ltx_text_encoder.py |   46 +-
 .../video_processor/video_processor.py        |    3 +
 .../video_processor/video_processor_impl.py   |   15 +-
 backend/state/app_settings.py                 |    6 +
 backend/state/app_state_types.py              |   46 +-
 backend/tests/conftest.py                     |   18 +
 backend/tests/fakes/fake_gpu_info.py          |    4 +
 backend/tests/fakes/services.py               |  175 +-
 backend/tests/test_api_calls.py               |  293 +-
 backend/tests/test_diffusion_stage_cache.py   |  247 ++
 backend/tests/test_extend_frame_math.py       |   57 +
 backend/tests/test_generation.py              |   92 +
 backend/tests/test_health.py                  |   12 +
 backend/tests/test_heartbeat.py               |   48 +
 backend/tests/test_ic_lora.py                 |  118 +
 backend/tests/test_ic_lora_download.py        |   85 +
 backend/tests/test_ic_lora_generate.py        |  441 +++
 backend/tests/test_ic_lora_preprocessing.py   |  120 +
 backend/tests/test_lora_catalog.py            |  275 ++
 backend/tests/test_lora_download.py           |   54 +
 backend/tests/test_ltx_api_client.py          |  157 +
 backend/tests/test_ltx_text_encoder.py        |   32 +
 backend/tests/test_models.py                  |  253 ++
 backend/tests/test_models_routes.py           |   61 +
 backend/tests/test_models_scanner.py          |  103 +
 backend/tests/test_mps_prebuilt_ext.py        |   56 +
 backend/tests/test_runtime_policy_decision.py |   51 +-
 backend/tests/test_settings.py                |    2 +
 backend/tests/test_video_resolution.py        |   38 +
 backend/typings/mps_sdpa/__init__.pyi         |    1 +
 backend/typings/mps_sdpa/api.pyi              |    8 +
 backend/uv.lock                               |  403 ++-
 docs/mps-attention-memory-leak.md             |  150 +
 electron-builder.yml                          |    7 +
 electron/csp.ts                               |   11 +-
 electron/ipc/app-handlers.ts                  |   31 +-
 electron/ipc/file-handlers.ts                 |   14 +
 electron/ipc/log-handlers.ts                  |    8 +-
 electron/path-validation.ts                   |   12 +-
 electron/preload.ts                           |    3 -
 electron/python-backend.ts                    |   24 +-
 electron/python-setup.ts                      |   76 +-
 frontend/App.tsx                              |   22 +-
 frontend/components/DevPanel.tsx              |  127 +
 frontend/components/ExtendPanel.tsx           |   71 +
 frontend/components/FirstRunSetup.tsx         |  208 +-
 frontend/components/ICLoraPanel.tsx           |  338 +-
 frontend/components/IcLoraAdvancedPanel.tsx   |  139 +
 .../components/IcLoraSettingsControls.tsx     |  191 ++
 frontend/components/LogViewer.tsx             |  132 +-
 frontend/components/LoraInfoPopover.tsx       |  108 +
 frontend/components/LoraLibraryModal.tsx      |  123 +
 frontend/components/LtxUpgradePrompt.tsx      |  202 +-
 frontend/components/OutpaintCanvasEditor.tsx  |  187 ++
 frontend/components/RetakePanel.tsx           |  577 +---
 frontend/components/SelectedLoraInfo.tsx      |   32 +
 frontend/components/SettingsDropdown.tsx      |   90 +
 frontend/components/SettingsModal.tsx         |  151 +-
 frontend/components/SettingsPanel.tsx         |    7 +
 frontend/components/VideoPreviewPanel.tsx     |  506 +++
 .../components/library/LibraryItemCard.tsx    |  253 ++
 frontend/components/library/LibraryModal.tsx  |   51 +
 .../components/settings/BaseModelSection.tsx  |  303 ++
 frontend/contexts/AppSettingsContext.tsx      |   29 +-
 frontend/contexts/DevFlagsContext.tsx         |   87 +
 frontend/generated/backend-openapi.json       | 2893 +++++++++++++++--
 frontend/generated/backend-openapi.ts         | 1423 +++++++-
 frontend/hooks/use-catalog.ts                 |  128 +
 frontend/hooks/use-custom-ic-lora-enabled.ts  |    9 +
 frontend/hooks/use-extend.ts                  |   98 +
 frontend/hooks/use-generation.ts              |   78 +-
 frontend/hooks/use-hf-auth.ts                 |   21 +-
 frontend/hooks/use-hf-model-access.ts         |   13 +-
 frontend/hooks/use-ic-lora-library.ts         |   78 +
 frontend/hooks/use-ic-lora.ts                 |   61 +-
 frontend/hooks/use-lora-library.ts            |   65 +
 frontend/hooks/use-retake.ts                  |    2 +
 frontend/lib/api-client.ts                    |   41 +
 frontend/lib/format.ts                        |    8 +
 frontend/lib/lora-library.ts                  |  238 ++
 frontend/lib/upgrade-prompt-dismissals.ts     |   29 +
 frontend/lib/video-constraints.ts             |   32 +
 frontend/lib/video-resolution.ts              |   44 +
 frontend/types/project-model.ts               |   11 +
 frontend/views/GenSpace.tsx                   | 1139 +++++--
 frontend/views/editor/useRegeneration.ts      |    4 +
 package.json                                  |    4 +-
 scripts/clean-dev.ps1                         |   36 +
 scripts/clean-dev.sh                          |   33 +
 scripts/perf-dev.mjs                          |  165 +
 scripts/prebuild-mps-sdpa-ext.sh              |   58 +
 scripts/prepare-python.ps1                    |    2 +-
 scripts/prepare-python.sh                     |   21 +-
 scripts/setup-dev.ps1                         |    2 +-
 shared/electron-api-schema.ts                 |   13 +-
 shared/feature-flags.ts                       |    8 -
 188 files changed, 22300 insertions(+), 2008 deletions(-)
 create mode 100644 backend/_routes/extend.py
 create mode 100644 backend/_routes/lora_catalog.py
 create mode 100644 backend/frame_math.py
 create mode 100644 backend/handlers/extend_handler.py
 create mode 100644 backend/handlers/lora_catalog_handler.py
 create mode 100644 backend/handlers/video_resolution.py
 create mode 100644 backend/ic_lora_preprocessing.py
 create mode 100644 backend/mps_prebuilt_ext.py
 create mode 100644 backend/performance_runner/.gitignore
 create mode 100644 backend/performance_runner/README.md
 create mode 100644 backend/performance_runner/catalog.py
 create mode 100644 backend/performance_runner/coldstart.py
 create mode 100644 backend/performance_runner/dashboard/app.js
 create mode 100644 backend/performance_runner/dashboard/chart.umd.min.js
 create mode 100644 backend/performance_runner/dashboard/index.html
 create mode 100644 backend/performance_runner/dashboard/server.py
 create mode 100644 backend/performance_runner/dashboard/style.css
 create mode 100644 backend/performance_runner/decompose.py
 create mode 100644 backend/performance_runner/gpu_sampler.py
 create mode 100644 backend/performance_runner/output_ab.py
 create mode 100644 backend/performance_runner/perf_config.py
 create mode 100644 backend/performance_runner/run_dashboard.ps1
 create mode 100755 backend/performance_runner/run_dashboard.py
 create mode 100755 backend/performance_runner/run_dashboard.sh
 create mode 100644 backend/performance_runner/sanity.py
 create mode 100644 backend/performance_runner/scenarios.py
 create mode 100644 backend/performance_runner/soak_test.py
 create mode 100644 backend/performance_runner/test_assets/reference_audio.wav
 create mode 100644 backend/performance_runner/test_assets/reference_image.png
 create mode 100644 backend/performance_runner/test_assets/reference_video.mp4
 create mode 100644 backend/runtime_config/lora_catalog.json
 create mode 100644 backend/runtime_config/models_scanner.py
 create mode 100644 backend/server_utils/heartbeat.py
 create mode 100644 backend/server_utils/units.py
 create mode 100644 backend/services/lora_catalog/__init__.py
 create mode 100644 backend/services/lora_catalog/file_lora_catalog.py
 create mode 100644 backend/services/lora_catalog/lora_catalog.py
 create mode 100644 backend/services/lora_catalog/media_urls.py
 create mode 100644 backend/services/patches/diffusion_stage_cache.py
 create mode 100644 backend/services/patches/ic_lora_stage2_lora.py
 create mode 100644 backend/tests/test_diffusion_stage_cache.py
 create mode 100644 backend/tests/test_extend_frame_math.py
 create mode 100644 backend/tests/test_heartbeat.py
 create mode 100644 backend/tests/test_ic_lora_download.py
 create mode 100644 backend/tests/test_ic_lora_generate.py
 create mode 100644 backend/tests/test_ic_lora_preprocessing.py
 create mode 100644 backend/tests/test_lora_catalog.py
 create mode 100644 backend/tests/test_lora_download.py
 create mode 100644 backend/tests/test_ltx_text_encoder.py
 create mode 100644 backend/tests/test_models_routes.py
 create mode 100644 backend/tests/test_models_scanner.py
 create mode 100644 backend/tests/test_mps_prebuilt_ext.py
 create mode 100644 backend/tests/test_video_resolution.py
 create mode 100644 backend/typings/mps_sdpa/__init__.pyi
 create mode 100644 backend/typings/mps_sdpa/api.pyi
 create mode 100644 docs/mps-attention-memory-leak.md
 create mode 100644 frontend/components/DevPanel.tsx
 create mode 100644 frontend/components/ExtendPanel.tsx
 create mode 100644 frontend/components/IcLoraAdvancedPanel.tsx
 create mode 100644 frontend/components/IcLoraSettingsControls.tsx
 create mode 100644 frontend/components/LoraInfoPopover.tsx
 create mode 100644 frontend/components/LoraLibraryModal.tsx
 create mode 100644 frontend/components/OutpaintCanvasEditor.tsx
 create mode 100644 frontend/components/SelectedLoraInfo.tsx
 create mode 100644 frontend/components/SettingsDropdown.tsx
 create mode 100644 frontend/components/VideoPreviewPanel.tsx
 create mode 100644 frontend/components/library/LibraryItemCard.tsx
 create mode 100644 frontend/components/library/LibraryModal.tsx
 create mode 100644 frontend/components/settings/BaseModelSection.tsx
 create mode 100644 frontend/contexts/DevFlagsContext.tsx
 create mode 100644 frontend/hooks/use-catalog.ts
 create mode 100644 frontend/hooks/use-custom-ic-lora-enabled.ts
 create mode 100644 frontend/hooks/use-extend.ts
 create mode 100644 frontend/hooks/use-ic-lora-library.ts
 create mode 100644 frontend/hooks/use-lora-library.ts
 create mode 100644 frontend/lib/format.ts
 create mode 100644 frontend/lib/lora-library.ts
 create mode 100644 frontend/lib/upgrade-prompt-dismissals.ts
 create mode 100644 frontend/lib/video-constraints.ts
 create mode 100644 frontend/lib/video-resolution.ts
 create mode 100644 scripts/clean-dev.ps1
 create mode 100755 scripts/clean-dev.sh
 create mode 100644 scripts/perf-dev.mjs
 create mode 100644 scripts/prebuild-mps-sdpa-ext.sh
 delete mode 100644 shared/feature-flags.ts

diff --git a/README.md b/README.md
index c0469cb8a..de54f54f5 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # LTX Desktop
 
-LTX Desktop is an open-source desktop app for generating videos with LTX models — locally on supported Windows/Linux NVIDIA GPUs, with an API mode for unsupported hardware and macOS.
+LTX Desktop is an open-source desktop app for generating videos with LTX models — locally on supported Windows/Linux NVIDIA GPUs or Apple Silicon Macs, with an API mode for unsupported hardware.
 
 > **Status: Beta.** Expect breaking changes.
 > Frontend architecture is under active refactor; large UI PRs may be declined for now (see [`CONTRIBUTING.md`](docs/CONTRIBUTING.md)).
@@ -23,6 +23,7 @@ LTX Desktop is an open-source desktop app for generating videos with LTX models
 - Image-to-video generation
 - Audio-to-video generation
 - Video edit generation (Retake)
+- LoRA support for local video generation
 - Video Editor Interface
 - Video Editing Projects
 
@@ -34,7 +35,8 @@ LTX Desktop is an open-source desktop app for generating videos with LTX models
 | Windows (no CUDA, <16GB VRAM, or unknown VRAM) | API-only | **LTX API key required** |
 | Linux + CUDA GPU with **≥16GB VRAM** | Local generation | Downloads model weights locally |
 | Linux (no CUDA, <16GB VRAM, or unknown VRAM) | API-only | **LTX API key required** |
-| macOS (Apple Silicon builds) | API-only | **LTX API key required** |
+| macOS, Apple Silicon with **≥15GB free RAM** | Local generation | Downloads model weights locally; runs on MPS |
+| macOS, Apple Silicon with <15GB free RAM, or Intel Mac | API-only | **LTX API key required** |
 
 In API-only mode, available resolutions/durations may be limited to what the API supports.
 
@@ -55,11 +57,18 @@ In API-only mode, available resolutions/durations may be limited to what the API
 - 16GB+ RAM (32GB recommended)
 - Plenty of free disk space for model weights and outputs
 
-### macOS (API-only)
+### macOS (local generation)
 
-- Apple Silicon (arm64)
+- Apple Silicon (arm64) — Intel Macs have no MPS backend and stay in API-only mode
 - macOS 13+ (Ventura)
-- Stable internet connection
+- **≥15GB free RAM** (not total — the OS/Electron/app already use some); more avoids weight streaming from disk
+- Plenty of free disk space for model weights and outputs
+
+Below the free-RAM floor, or on an Intel Mac, the app falls back to API-only mode instead — same as underpowered Windows/Linux hardware (see the table above). API-only mode just needs a stable internet connection.
+
+**How the RAM check works.** The app checks *free* RAM — not total — and only **once**, at launch (when the Python backend process starts). It is not re-checked while the app is running. If other apps are using memory at that moment, you can land in API-only mode even on a capable Mac.
+
+If you have 32GB+ of total RAM but still see API-only mode: close memory-heavy apps (browsers are usually the biggest offender), then **quit and relaunch LTX Desktop** — freeing memory while the app is already open has no effect, since the check doesn't run again until the next launch.
 
 ## Install
 
@@ -84,6 +93,45 @@ Text encoding: to generate videos you must configure text encoding:
 - **LTX API key** (cloud text encoding) — **text encoding via the API is completely FREE** and highly recommended to speed up inference and save memory. Generate a free API key at the [LTX Console](https://console.ltx.video/). [Read more](https://ltx.io/model/model-blog/ltx-2-better-control-for-real-workflows).
 - **Local Text Encoder** (extra download; enables fully-local operation on supported Windows hardware) — if you don't wish to generate an API key, you can encode text locally via the settings menu.
 
+## LoRA/IC-LoRA Library
+
+LoRA adapters let you steer **local** video generation toward a specific style or subject. They apply to local generation (Windows/Linux NVIDIA hardware or Apple Silicon Macs), for text-to-video, image-to-video, and audio-to-video — not in API/cloud mode.
+
+In local mode, **Browse LoRAs** (styles/subjects for text/image/audio-to-video) and **Browse IC-LoRAs** (in-context effects, e.g. video-to-video) open a built-in library of ready-to-download LoRAs — no manual file placement needed. Each entry shows a preview, its instructions, and a link to its Hugging Face page; some gated models require signing in with Hugging Face first. Entries authored by **LTX** are official; everything else is community-contributed and flagged with a disclaimer that LTX doesn't endorse or take responsibility for it.
+
+### Custom LoRAs
+
+You can also use your own `.safetensors` LoRA files instead of (or alongside) the library.
+
+**Which LoRAs are supported.** The app generates locally with the **LTX‑2.3 (22B)** model. "LTX‑2" is the model generation and "2.3" is its current release, so LoRAs labeled **LTX‑2** or **LTX‑2.3** both target this model and are supported. This includes LoRAs exported from ComfyUI for LTX‑Video (their key names are remapped automatically). A LoRA whose tensors don't match the model is simply skipped, so it has no effect rather than producing an error. LoRAs built for other base models (e.g. SDXL, Wan, Hunyuan, or older LTXV 0.9.x) target a different architecture and will not take effect.
+
+**Where to put the files.** Library downloads land in their own subfolder under `loras/` (one per LoRA), so it's safe to drop your own `.safetensors` files straight into the `loras/` (or `lora/`) subfolder of your models folder:
+
+```
+models/
+└── loras/
+    ├── cinematic.safetensors
+    ├── claymation.safetensors
+    └── <lora-id>/              ← library download, one subfolder per LoRA
+        └── model.safetensors
+```
+
+> **Use the `loras/` subfolder.** A file is detected as a LoRA only if it lives in a folder named `loras`/`lora` **or** its filename contains `lora` — and many LoRAs aren't named that way. Dropping them straight into `loras/` is the reliable option; it won't collide with library downloads, which each get their own subfolder. Subfolders are scanned recursively, so further nesting is fine.
+
+Your models folder is the location you chose during setup, or the default for your platform:
+
+- **Windows:** `%LOCALAPPDATA%\LTXDesktop\models\`
+- **macOS:** `~/Library/Application Support/LTXDesktop/models/`
+- **Linux:** `$XDG_DATA_HOME/LTXDesktop/models/` (default: `~/.local/share/LTXDesktop/models/`)
+
+**When the LoRA button appears.** In the generation view, a **LoRA** selector appears next to the other video settings (FPS, aspect ratio) only when **all** of these are true:
+
+1. You're in **Video** generation mode (not Image, Retake, or IC‑LoRA).
+2. You're generating **locally** — not in API/cloud generation mode.
+3. **At least one** LoRA file is detected in the models folder.
+
+Open the selector to tick one or more LoRAs and adjust each one's strength. If you added files while the app was already open, reopen the generation view (or restart the app) — the installed‑LoRA list is read on load.
+
 ## API keys, cost, and privacy
 
 ### LTX API key
@@ -176,6 +224,17 @@ Backend tests:
 pnpm backend:test
 ```
 
+Performance & validation:
+
+```bash
+pnpm perf:dev
+```
+
+Starts the backend headless and opens the performance runner dashboard — soak/leak
+tests, cold-start latency, VRAM-fit-per-GPU, output-integrity, and a full
+feature-surface sanity sweep, all against the same backend the app ships. See
+[`backend/performance_runner/README.md`](backend/performance_runner/README.md).
+
 Building installers:
 - See [`INSTALLER.md`](docs/INSTALLER.md)
 
@@ -188,6 +247,11 @@ LTX Desktop collects minimal, anonymous usage analytics (app version, platform,
 - [`INSTALLER.md`](docs/INSTALLER.md) — building installers
 - [`TELEMETRY.md`](docs/TELEMETRY.md) — telemetry and privacy
 - [`backend/architecture.md`](backend/architecture.md) — backend architecture
+- [`backend/performance_runner/README.md`](backend/performance_runner/README.md) — performance & validation harness
+
+## Changelog
+
+Release notes live on the [GitHub releases page](https://github.com/Lightricks/LTX-Desktop/releases).
 
 ## Contributing
 
diff --git a/backend/_routes/extend.py b/backend/_routes/extend.py
new file mode 100644
index 000000000..b16baa67f
--- /dev/null
+++ b/backend/_routes/extend.py
@@ -0,0 +1,16 @@
+"""Route handler for POST /api/extend."""
+
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends
+
+from api_types import ExtendRequest, ExtendResponse
+from state import get_state_service
+from app_handler import AppHandler
+
+router = APIRouter(prefix="/api", tags=["extend"])
+
+
+@router.post("/extend", response_model=ExtendResponse)
+def route_extend(req: ExtendRequest, handler: AppHandler = Depends(get_state_service)) -> ExtendResponse:
+    return handler.extend.run(req)
diff --git a/backend/_routes/health.py b/backend/_routes/health.py
index b6d8f8a1f..d66789cf5 100644
--- a/backend/_routes/health.py
+++ b/backend/_routes/health.py
@@ -7,7 +7,7 @@
 
 from fastapi import APIRouter, BackgroundTasks, Depends, HTTPException, Request
 
-from api_types import GpuInfoResponse, HealthResponse
+from api_types import GpuInfoResponse, HealthResponse, MpsMemoryResponse
 from state import get_state_service
 from app_handler import AppHandler
 
@@ -24,6 +24,11 @@ def route_gpu_info(handler: AppHandler = Depends(get_state_service)) -> GpuInfoR
     return handler.health.get_gpu_info()
 
 
+@router.get("/api/gpu-info/mps", response_model=MpsMemoryResponse)
+def route_mps_memory(handler: AppHandler = Depends(get_state_service)) -> MpsMemoryResponse:
+    return handler.health.get_mps_memory()
+
+
 def _shutdown_process() -> None:
     os.kill(os.getpid(), signal.SIGTERM)
 
diff --git a/backend/_routes/lora_catalog.py b/backend/_routes/lora_catalog.py
new file mode 100644
index 000000000..9f2cdd64c
--- /dev/null
+++ b/backend/_routes/lora_catalog.py
@@ -0,0 +1,69 @@
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends, Query
+
+from api_types import (
+    CatalogDownloadStartResponse,
+    IcLoraDownloadProgressResponse,
+    IcLoraDownloadRequest,
+    IcLoraListResponse,
+    LoraDownloadProgressResponse,
+    LoraDownloadRequest,
+    LoraListResponse,
+)
+from app_handler import AppHandler
+from state import get_state_service
+
+# Plain LoRAs and IC-LoRAs share one handler (handler.catalog) and one catalog file, so
+# their endpoints live together. Both kinds keep their own paths + tags (and isolated
+# download sessions in the handler). The "/api" prefix lives on the router (as in models.py)
+# so a future prefix change follows automatically.
+router = APIRouter(prefix="/api")
+
+
+# --- Plain LoRAs ---
+@router.get("/loras", response_model=LoraListResponse, tags=["loras"])
+def route_list_loras(handler: AppHandler = Depends(get_state_service)) -> LoraListResponse:
+    return handler.catalog.list_loras()
+
+
+@router.post("/loras/download", response_model=CatalogDownloadStartResponse, tags=["loras"])
+def route_lora_download(
+    req: LoraDownloadRequest,
+    handler: AppHandler = Depends(get_state_service),
+) -> CatalogDownloadStartResponse:
+    return handler.catalog.start_lora_download(
+        req.lora_id, use_hf_auth=req.use_hf_auth, variant_id=req.variant_id
+    )
+
+
+@router.get("/loras/download/progress", response_model=LoraDownloadProgressResponse, tags=["loras"])
+def route_lora_download_progress(
+    sessionId: str = Query(...),
+    handler: AppHandler = Depends(get_state_service),
+) -> LoraDownloadProgressResponse:
+    return handler.catalog.get_lora_download_progress(sessionId)
+
+
+# --- IC-LoRAs ---
+@router.get("/ic-loras", response_model=IcLoraListResponse, tags=["ic-loras"])
+def route_list_ic_loras(handler: AppHandler = Depends(get_state_service)) -> IcLoraListResponse:
+    return handler.catalog.list_ic_loras()
+
+
+@router.post("/ic-loras/download", response_model=CatalogDownloadStartResponse, tags=["ic-loras"])
+def route_ic_lora_download(
+    req: IcLoraDownloadRequest,
+    handler: AppHandler = Depends(get_state_service),
+) -> CatalogDownloadStartResponse:
+    return handler.catalog.start_ic_lora_download(
+        req.ic_lora_id, use_hf_auth=req.use_hf_auth, variant_id=req.variant_id
+    )
+
+
+@router.get("/ic-loras/download/progress", response_model=IcLoraDownloadProgressResponse, tags=["ic-loras"])
+def route_ic_lora_download_progress(
+    sessionId: str = Query(...),
+    handler: AppHandler = Depends(get_state_service),
+) -> IcLoraDownloadProgressResponse:
+    return handler.catalog.get_ic_lora_download_progress(sessionId)
diff --git a/backend/_routes/models.py b/backend/_routes/models.py
index 83ed7e4d8..7d74823a1 100644
--- a/backend/_routes/models.py
+++ b/backend/_routes/models.py
@@ -6,15 +6,21 @@
 
 from _routes._errors import HTTPError
 from api_types import (
+    ActiveDownloadResponse,
     CheckModelAccessRequest,
     CheckModelAccessResponse,
+    DescribeCheckpointsRequest,
+    DescribeCheckpointsResponse,
     DownloadProgressResponse,
     ImageGenRecommendationResponse,
+    InstalledModelsResponse,
     LtxIcLoraRecommendationResponse,
+    LtxModelVersionsResponse,
     LtxRecommendationResponse,
     ModelDeleteRequest,
     ModelDownloadRequest,
     ModelDownloadStartResponse,
+    SetActiveLtxModelRequest,
     StatusResponse,
     TextEncoderRecommendationResponse,
 )
@@ -24,6 +30,16 @@
 router = APIRouter(prefix="/api", tags=["models"])
 
 
+@router.get("/models", response_model=InstalledModelsResponse)
+def route_list_models(
+    model_type: str | None = Query(default=None, alias="type"),
+    handler: AppHandler = Depends(get_state_service),
+) -> InstalledModelsResponse:
+    """Return installed model files. ?type=lora -> regular LoRAs only;
+    ?type=ic-lora -> IC-LoRAs only; no type -> all installed models."""
+    return handler.models.list_installed_models(model_type=model_type)
+
+
 @router.get("/models/ltx-recommendation", response_model=LtxRecommendationResponse)
 def route_ltx_recommendation(handler: AppHandler = Depends(get_state_service)) -> LtxRecommendationResponse:
     return handler.models.get_ltx_recommendation()
@@ -48,6 +64,19 @@ def route_text_encoder_recommendation(
     return handler.models.get_text_encoder_recommendation()
 
 
+@router.post("/models/describe", response_model=DescribeCheckpointsResponse)
+def route_describe_checkpoints(
+    req: DescribeCheckpointsRequest,
+    handler: AppHandler = Depends(get_state_service),
+) -> DescribeCheckpointsResponse:
+    return handler.models.describe_checkpoints(req.cp_ids)
+
+
+@router.get("/models/download/active", response_model=ActiveDownloadResponse)
+def route_active_download(handler: AppHandler = Depends(get_state_service)) -> ActiveDownloadResponse:
+    return handler.downloads.get_active_download()
+
+
 @router.get("/models/download/progress", response_model=DownloadProgressResponse)
 def route_download_progress(
     sessionId: str = Query(...),
@@ -83,6 +112,20 @@ def route_model_download(
     )
 
 
+@router.get("/models/ltx-versions", response_model=LtxModelVersionsResponse)
+def route_ltx_versions(handler: AppHandler = Depends(get_state_service)) -> LtxModelVersionsResponse:
+    return handler.models.list_ltx_versions()
+
+
+@router.post("/models/active-ltx-model", response_model=StatusResponse)
+def route_set_active_ltx_model(
+    req: SetActiveLtxModelRequest,
+    handler: AppHandler = Depends(get_state_service),
+) -> StatusResponse:
+    handler.models.set_active_ltx_model(req.model_id)
+    return StatusResponse(status="ok")
+
+
 @router.delete("/models/delete", response_model=StatusResponse)
 def route_model_delete(
     req: ModelDeleteRequest,
diff --git a/backend/api_types.py b/backend/api_types.py
index 31bff4666..21b96766b 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -5,12 +5,14 @@
 from typing import Annotated
 from typing import Literal, NamedTuple, TypeAlias
 
-from pydantic import BaseModel, ConfigDict, Field, StringConstraints, model_validator
+from pydantic import BaseModel, ConfigDict, Field, JsonValue, StringConstraints, model_validator
 
 NonEmptyPrompt = Annotated[str, StringConstraints(strip_whitespace=True, min_length=1)]
 ModelCheckpointID = Literal[
     "ltx-2.3-22b-distilled",
+    "ltx-2.3-22b-distilled-1.1",
     "ltx-2.3-spatial-upscaler-x2-1.0",
+    "ltx-2.3-spatial-upscaler-x2-1.1",
     "ltx-2.3-22b-ic-lora-union-control-ref0.5",
     "dpt-hybrid-midas",
     "yolox-l-torchscript",
@@ -18,7 +20,7 @@
     "gemma-3-12b-it-qat-q4_0-unquantized",
     "z-image-turbo",
 ]
-LTXLocalModelId = Literal["ltx-2.3-22b-distilled"]
+LTXLocalModelId = Literal["ltx-2.3-22b-distilled-1.1", "ltx-2.3-22b-distilled"]
 
 
 class ImageConditioningInput(NamedTuple):
@@ -79,6 +81,14 @@ class GpuInfoResponse(BaseModel):
     gpu_info: GpuTelemetry
 
 
+class MpsMemoryResponse(BaseModel):
+    """Read-only Apple Silicon MPS memory snapshot, MiB. Fields are None off MPS."""
+    available: bool
+    allocated_mib: int | None = None
+    driver_mib: int | None = None
+    recommended_max_mib: int | None = None
+
+
 class RuntimePolicyResponse(BaseModel):
     force_api_generations: bool
 
@@ -89,6 +99,7 @@ class GenerationProgressResponse(BaseModel):
     progress: int
     currentStep: int | None
     totalSteps: int | None
+    result: str | list[str] | None = None
 
 
 class DownloadProgressRunningResponse(BaseModel):
@@ -223,6 +234,14 @@ class ModelDownloadStartResponse(BaseModel):
     sessionId: str
 
 
+class ActiveDownloadResponse(BaseModel):
+    # The currently-running download session (at most one); session_id is null and cp_ids
+    # empty when idle. Lets a UI that remounts mid-download (e.g. a reopened settings modal)
+    # reattach to it.
+    session_id: str | None
+    cp_ids: list[ModelCheckpointID]
+
+
 class LtxDownloadRecommendationResponse(BaseModel):
     status: Literal["download"]
     cps_to_download: list[ModelCheckpointID]
@@ -259,6 +278,42 @@ class TextEncoderRecommendationResponse(BaseModel):
     expected_size_gb: float
 
 
+class LtxModelVersionItem(BaseModel):
+    model_id: LTXLocalModelId
+    label: str
+    model_cp: ModelCheckpointID
+    size_bytes: int
+    installed: bool
+    active: bool
+    is_newest: bool
+    cps_to_download: list[ModelCheckpointID]
+
+
+class LtxModelVersionsResponse(BaseModel):
+    versions: list[LtxModelVersionItem]
+
+
+class SetActiveLtxModelRequest(BaseModel):
+    model_id: LTXLocalModelId
+
+
+CheckpointRole = Literal["base", "upscaler", "text_encoder", "image", "support"]
+
+
+class CheckpointDescriptor(BaseModel):
+    cp_id: ModelCheckpointID
+    name: str
+    # User-facing explanatory copy lives in the frontend keyed off `role` (so wording/i18n
+    # iterates without a backend deploy); the backend only ships the stable role enum.
+    role: CheckpointRole
+    size_bytes: int
+    downloaded: bool
+
+
+class DescribeCheckpointsResponse(BaseModel):
+    checkpoints: list[CheckpointDescriptor]
+
+
 class StatusResponse(BaseModel):
     status: str
 
@@ -304,6 +359,26 @@ class GenerateVideoModelsSpecsResponse(BaseModel):
     api_models: list[LTXVideoGenerationModelSpecItem]
 
 
+class InstalledModelResponse(BaseModel):
+    path: str
+    name: str
+    kind: str  # "safetensors"
+    size_bytes: int
+    is_lora: bool
+    is_ic_lora: bool
+
+
+class InstalledModelsResponse(BaseModel):
+    models: list[InstalledModelResponse]
+
+
+class LoraEntry(BaseModel):
+    model_config = ConfigDict(strict=True)
+
+    ref: str
+    scale: float = Field(default=1.0, ge=0.0, le=4.0)
+
+
 class GenerateVideoRequest(BaseModel):
     model_config = ConfigDict(strict=True)
 
@@ -318,6 +393,8 @@ class GenerateVideoRequest(BaseModel):
     imagePath: str | None = None
     audioPath: str | None = None
     aspectRatio: Literal["16:9", "9:16"] = "16:9"
+    seed: int | None = None
+    loras: list[LoraEntry] = Field(default_factory=list[LoraEntry])
 
 
 class GenerateImageRequest(BaseModel):
@@ -354,6 +431,10 @@ class ModelDeleteRequest(BaseModel):
     cp_ids: set[ModelCheckpointID] = Field(default_factory=_default_model_types)
 
 
+class DescribeCheckpointsRequest(BaseModel):
+    cp_ids: list[ModelCheckpointID]
+
+
 GapPromptMode: TypeAlias = Literal["text-to-video", "image-to-video", "text-to-image"]
 
 
@@ -378,6 +459,16 @@ def _validate_input_image_mode(self) -> "SuggestGapPromptRequest":
 RetakeMode: TypeAlias = Literal["replace_audio_and_video", "replace_video", "replace_audio"]
 
 
+class TargetResolution(BaseModel):
+    """Desired output resolution for a local generation. The backend corrects it to the
+    nearest valid size (snapped down to a multiple of 32, never above the source)."""
+
+    model_config = ConfigDict(strict=True)
+
+    width: int = Field(gt=0)
+    height: int = Field(gt=0)
+
+
 class RetakeRequest(BaseModel):
     model_config = ConfigDict(strict=True)
 
@@ -386,10 +477,35 @@ class RetakeRequest(BaseModel):
     duration: float
     prompt: str = ""
     mode: RetakeMode = "replace_audio_and_video"
+    resolution: TargetResolution | None = None
+
+
+ExtendMode: TypeAlias = Literal["start", "end"]
+
+
+class ExtendRequest(BaseModel):
+    model_config = ConfigDict(strict=True)
+
+    video_path: str
+    # gt=0 + allow_inf_nan=False so NaN/negative fail validation (clean 422) instead of
+    # slipping past the handler's min/max guards and blowing up in frame-count math.
+    duration: float = Field(gt=0, allow_inf_nan=False)
+    prompt: str = ""
+    mode: ExtendMode = "end"
+    resolution: TargetResolution | None = None
+
+
+# Extend returns the same shapes as retake (video file, remote payload, or cancelled).
+ExtendResponse: TypeAlias = RetakeResponse
 
 
 ConditioningType: TypeAlias = Literal["canny", "depth"]
 
+# Generation can additionally run a user-supplied IC-LoRA against a pre-rendered
+# control video ("custom"), bypassing the built-in canny/depth preprocessing.
+IcLoraGenerateConditioning: TypeAlias = Literal["canny", "depth", "custom"]
+IcLoraAudioMode: TypeAlias = Literal["source", "generated", "off"]
+
 
 class IcLoraExtractRequest(BaseModel):
     model_config = ConfigDict(strict=True)
@@ -411,13 +527,402 @@ def _default_ic_lora_images() -> list[IcLoraImageInput]:
     return []
 
 
+class OutpaintPads(BaseModel):
+    """Per-edge pixels to add around the source video (extend-only, so all ≥ 0).
+
+    The +100% cap (each ≤ the source's axis size) needs the source dimensions, so it's enforced
+    in `_outpaint_canvas`, not here.
+    """
+
+    model_config = ConfigDict(strict=True)
+    left: int = Field(ge=0)
+    right: int = Field(ge=0)
+    top: int = Field(ge=0)
+    bottom: int = Field(ge=0)
+
+
 class IcLoraGenerateRequest(BaseModel):
     model_config = ConfigDict(strict=True)
-    video_path: str
-    conditioning_type: ConditioningType
-    prompt: NonEmptyPrompt
-    conditioning_strength: float = 1.0
+    # Optional: not required in IC-LoRA mode (input comes via input_path).
+    video_path: str = ""
+    conditioning_type: IcLoraGenerateConditioning
+    # May be empty for catalog IC-LoRAs whose entry sets allows_empty_prompt (e.g. outpainting).
+    # Non-emptiness is enforced in the handler per path, not at the DTO level.
+    prompt: str
+    # These five are overlay settings: None means "use the default" — the IC-LoRA's
+    # default_settings in IC-LoRA mode, or the built-in default otherwise. The UI sends
+    # an explicit value only when the user edits it (advanced controls).
+    conditioning_strength: float | None = None
+    # Skip Stage 2 (upscale + refine). Default False = current two-stage behavior.
+    # Transformation IC-LoRAs (cross-eye, etc.) need this True or Stage 2 repaints
+    # from the prompt and erases the effect.
+    skip_stage_2: bool | None = None
+    # Keep the IC-LoRA active during Stage 2 refinement (only meaningful when Stage 2
+    # runs, i.e. skip_stage_2=False). Default False = canonical behavior (Stage 2 drops
+    # the LoRA and refines from the prompt). True preserves the transformation through
+    # refinement. EXPERIMENTAL — honoured by services.patches.ic_lora_stage2_lora.
+    use_lora_in_stage_2: bool | None = None
+    # Target output resolution, used only on the use_lora_in_stage_2 two-stage path
+    # (mirrors t2v: snapped down to a valid size, never above source). None = source.
+    resolution: TargetResolution | None = None
+    # Stage-1-only canvas multiplier (only affects skip_stage_2). Stage 1 runs at
+    # half the passed canvas, so 2.0 = native target resolution, 1.0 = half (faster).
+    # Intermediate values trade quality for speed/VRAM. Canvas is rounded to a
+    # multiple of 64. Sentinel 0 = "source dimensions": ignore the multiplier and
+    # size the output to the input video's resolution (see ic_lora_handler).
+    resolution_factor: float | None = Field(default=None, ge=0.0, le=2.0)
+    # Audio: "generated" = model audio from the prompt (current default); "source" =
+    # mux the input clip's soundtrack (transformation LoRAs); "off" = no audio.
+    audio_mode: IcLoraAudioMode | None = None
+    # LoRA adapter merge weight (baked at load time). Bounded to [0, 2] to match the
+    # desktop IC-LoRA strength control (same practical ceiling as the plain-LoRA UI slider).
+    lora_strength: float | None = Field(default=None, ge=0.0, le=2.0)
+    # Override the control-video fps by temporally resampling it. Lower fps = fewer frames =
+    # less compute/VRAM (fits longer clips), at the cost of choppier motion. None = source fps.
+    # Only decimates (ignored if >= source fps).
+    fps_override: float | None = Field(default=None, gt=0.0)
     num_inference_steps: int = 30
     cfg_guidance_scale: float = 1.0
     negative_prompt: str = ""
     images: list[IcLoraImageInput] = Field(default_factory=_default_ic_lora_images)
+    # "custom" conditioning: the user's own IC-LoRA + a pre-rendered control video.
+    # Ignored for canny/depth; required (both) when conditioning_type == "custom".
+    custom_lora_ref: str | None = None
+    control_video_path: str | None = None
+    # IC-LoRA mode: when set, the backend resolves catalog weights, builds the control
+    # video via the IC-LoRA's preprocessing pipeline, and runs the custom inference path.
+    ic_lora_id: str | None = None
+    # Optional catalog download.variants[].id. When set, that checkpoint must be on disk.
+    # When omitted, any installed candidate is used (preferred filename first).
+    variant_id: str | None = None
+    # Values for the IC-LoRA's declared `controls`, keyed by control id (e.g. {"duration": 5}).
+    # Missing keys fall back to each control's default; values are validated against the control's
+    # options. The handler maps known ids to behaviour (duration → frame count).
+    control_values: dict[str, int | str] = Field(default_factory=dict)
+    # Outpainting only: per-edge pixels to add around the source (extend-only). The canvas UI
+    # emits these directly; aspect presets are computed front-end into pads. None for other entries.
+    outpaint_pads: OutpaintPads | None = None
+    # The user's input media for IC-LoRA mode (image or video per ic_lora.input.kind).
+    input_path: str | None = None
+
+
+# --- LoRA / IC-LoRA catalog ---
+# Shared base `LoraCatalogItem` (used as-is for plain LoRAs); `IcLoraCatalogItem` extends it
+# with the IC-specific preprocessing / controls / default settings.
+InputKind: TypeAlias = Literal["image", "video"]
+InstructionTitle: TypeAlias = Literal["What it does", "Input", "Prompt", "Tips", "Notes"]
+
+
+class InstructionSection(BaseModel):
+    model_config = ConfigDict(strict=True)
+    title: InstructionTitle
+    body: str | list[str]
+
+
+class DownloadVariant(BaseModel):
+    """One downloadable weights file under a catalog item (e.g. strong vs light)."""
+    model_config = ConfigDict(strict=True)
+    id: str
+    label: str
+    filename: str
+    size_bytes: int
+
+
+class DownloadSpec(BaseModel):
+    """HF download location for a catalog item.
+
+    ``variants`` is always non-empty. The first entry is the default checkpoint
+    (preferred for generation / omit-``variant_id`` downloads). See the comment on
+    ``LoraCatalogHandler`` listing helpers.
+    """
+    model_config = ConfigDict(strict=True)
+    repo_id: str
+    variants: list[DownloadVariant]
+
+    @model_validator(mode="after")
+    def _check_variants(self) -> "DownloadSpec":
+        if not self.variants:
+            raise ValueError("download.variants must contain at least one entry (first = default)")
+        filenames = [v.filename for v in self.variants]
+        if len(filenames) != len(set(filenames)):
+            raise ValueError("download.variants filenames must be unique")
+        ids = [v.id for v in self.variants]
+        if len(ids) != len(set(ids)):
+            raise ValueError("download.variants ids must be unique")
+        return self
+
+    def default_variant(self) -> DownloadVariant:
+        return self.variants[0]
+
+    def resolve_variant(self, variant_id: str | None) -> DownloadVariant | None:
+        """Resolve by id; ``None`` → first variant (the default)."""
+        if variant_id is None:
+            return self.variants[0]
+        return next((v for v in self.variants if v.id == variant_id), None)
+
+    def candidate_filenames(self) -> list[str]:
+        """Filenames in preference order (default first)."""
+        return [v.filename for v in self.variants]
+
+
+class InputSpec(BaseModel):
+    model_config = ConfigDict(strict=True)
+    kind: InputKind
+
+
+class LicenseSpec(BaseModel):
+    model_config = ConfigDict(strict=True)
+    name: str
+    url: str | None = None
+
+
+AuthorAffiliation: TypeAlias = Literal["ltx", "community"]
+
+
+class AuthorSpec(BaseModel):
+    # Credit back to the community that builds these LoRAs. Extensible (more fields later).
+    model_config = ConfigDict(strict=True)
+    name: str
+    url: str | None = None
+    # Product/legal bucket for disclaimer gating. Defaults to community so a missing
+    # value fails closed to the safer copy; set "ltx" for official LTX catalog items.
+    affiliation: AuthorAffiliation = "community"
+
+
+class MediaSpec(BaseModel):
+    model_config = ConfigDict(strict=True)
+    thumbnail: str | None = None
+    demo_video: str | None = None
+
+
+def _empty_instructions() -> list[InstructionSection]:
+    return []
+
+
+def _empty_tags() -> list[str]:
+    return []
+
+
+class LoraCatalogItem(BaseModel):
+    """Base catalog entry — used as-is for a plain LoRA."""
+    model_config = ConfigDict(strict=True)
+    id: str
+    name: str
+    description: str
+    download: DownloadSpec
+    requires_hf_login: bool
+    # Optional: IC-LoRAs always take a driving image/video; many plain (t2v) LoRAs take none.
+    input: InputSpec | None = None
+    instructions: list[InstructionSection] = Field(default_factory=_empty_instructions)
+    license: LicenseSpec | None = None
+    author: AuthorSpec | None = None
+    media: MediaSpec | None = None
+    # ISO-8601 date the model was created at the source (e.g. HuggingFace).
+    created_at: str | None = None
+    base_model: str | None = None
+    tags: list[str] = Field(default_factory=_empty_tags)
+    # Trigger phrase to include in the prompt if the LoRA needs one (e.g. "ADD WATER").
+    trigger: str | None = None
+    # Suggested LoRA scale when a plain LoRA is selected (IC-LoRAs use default_settings instead).
+    recommended_strength: float | None = None
+    # When true, generation may run with an empty prompt (e.g. outpainting fills from the scene).
+    # Enforced for the catalog IC-LoRA path; plain-LoRA t2v enforcement is not wired yet.
+    allows_empty_prompt: bool = False
+
+
+class IcLoraSettings(BaseModel):
+    model_config = ConfigDict(strict=True)
+    skip_stage_2: bool = False
+    # Keep the IC-LoRA active in Stage 2 (only when skip_stage_2=False). EXPERIMENTAL.
+    use_lora_in_stage_2: bool = False
+    # 2.0 = native, 1.0 = half; sentinel 0 = source dimensions (see ic_lora_handler).
+    resolution_factor: float = Field(default=2.0, ge=0.0, le=2.0)
+    audio_mode: IcLoraAudioMode = "generated"
+    lora_strength: float = Field(default=1.0, ge=0.0, le=2.0)
+    conditioning_strength: float = 1.0
+
+
+IcLoraControlKind: TypeAlias = Literal["int", "select", "position_canvas"]
+
+
+class IcLoraControl(BaseModel):
+    # A user-facing knob the IC-LoRA exposes in the gen UI. `id` is the field it drives
+    # (e.g. "duration", "outpaint_pads"); the frontend renders each control by id + kind.
+    # `kind` picks the value type: "int" → integer options (e.g. duration seconds);
+    # "select" → string options (e.g. a region); "position_canvas" → the outpainting editor
+    # for positioning/sizing the source within the output frame, whose value is structured
+    # (per-edge pads) and travels in the typed `outpaint_pads` request field, so it declares
+    # no options/default. `kind` defaults to "int" so pre-existing int-only entries parse unchanged.
+    model_config = ConfigDict(strict=True)
+    id: str
+    label: str
+    kind: IcLoraControlKind = "int"
+    # int/select carry their value via `options`; "position_canvas" leaves both None (value is typed elsewhere).
+    default: int | str | None = None
+    options: list[int] | list[str] | None = None
+    # Display-only metadata so the frontend renders controls generically (data-driven):
+    # `unit` is a suffix appended to the value (e.g. "s", "%"); `value_labels` maps an option
+    # (as a string) to a friendlier label (e.g. "all" → "All sides"). Both optional.
+    unit: str | None = None
+    value_labels: dict[str, str] | None = None
+
+    @model_validator(mode="after")
+    def _check_value_type(self) -> "IcLoraControl":
+        if self.kind == "position_canvas":
+            if self.default is not None or self.options is not None:
+                raise ValueError("position_canvas control takes no default/options (value is structured)")
+            return self
+        if self.default is None or self.options is None:
+            raise ValueError(f"{self.kind} control requires a default and options")
+        if self.kind == "int":
+            ok = isinstance(self.default, int) and all(isinstance(o, int) for o in self.options)
+            if not ok:
+                raise ValueError("int control requires an int default and int options")
+        else:
+            ok = isinstance(self.default, str) and all(isinstance(o, str) for o in self.options)
+            if not ok:
+                raise ValueError("select control requires a str default and str options")
+        return self
+
+
+class PreprocessingStep(BaseModel):
+    model_config = ConfigDict(strict=True)
+    utility: str
+    params: dict[str, JsonValue] = Field(default_factory=dict)
+
+
+def _empty_preprocessing() -> list[PreprocessingStep]:
+    return []
+
+
+def _empty_controls() -> list[IcLoraControl]:
+    return []
+
+
+class IcLoraCatalogItem(LoraCatalogItem):
+    """IC-LoRA — base plus IC-specific preprocessing / controls / default settings.
+
+    IC-LoRAs always take a driving image/video; `input` is required in practice (the base
+    field is optional for plain LoRAs). Enforced by the validator below, so handlers can rely
+    on it being present.
+    """
+    preprocessing: list[PreprocessingStep] = Field(default_factory=_empty_preprocessing)
+    controls: list[IcLoraControl] = Field(default_factory=_empty_controls)
+    default_settings: IcLoraSettings = Field(default_factory=IcLoraSettings)
+    # When true, the UI offers an optional reference image that seeds the first frame
+    # (image conditioning at frame 0, strength 1.0) — e.g. a photoreal seed for 3D-render.
+    allows_reference_image: bool = False
+
+    @model_validator(mode="after")
+    def _require_input(self) -> "IcLoraCatalogItem":
+        # An IC-LoRA always drives off an image/video input — reject a malformed catalog entry
+        # at parse time rather than letting it trip the handler's assert at generate time.
+        if self.input is None:
+            raise ValueError(f"IC-LoRA '{self.id}' must declare an input spec")
+        return self
+
+
+def _empty_ic_loras() -> list[IcLoraCatalogItem]:
+    return []
+
+
+def _empty_loras() -> list[LoraCatalogItem]:
+    return []
+
+
+CATALOG_SCHEMA_VERSION = 1
+
+
+class LoraCatalogFile(BaseModel):
+    model_config = ConfigDict(strict=True)
+    schema_version: int
+    ic_loras: list[IcLoraCatalogItem] = Field(default_factory=_empty_ic_loras)
+    loras: list[LoraCatalogItem] = Field(default_factory=_empty_loras)
+
+
+def parse_lora_catalog(raw: str) -> LoraCatalogFile:
+    catalog = LoraCatalogFile.model_validate_json(raw)
+    if catalog.schema_version != CATALOG_SCHEMA_VERSION:
+        # A future v2 doc would otherwise parse against v1 fields with no clear error.
+        raise ValueError(
+            f"Unsupported catalog schema_version {catalog.schema_version} (expected {CATALOG_SCHEMA_VERSION})"
+        )
+    return catalog
+
+
+class IcLoraListItem(BaseModel):
+    model_config = ConfigDict(strict=True)
+    ic_lora: IcLoraCatalogItem
+    downloaded: bool
+    # Subset of download.variants[].id present on disk (empty when none installed).
+    downloaded_variant_ids: list[str] = Field(default_factory=list)
+
+
+class IcLoraListResponse(BaseModel):
+    model_config = ConfigDict(strict=True)
+    ic_loras: list[IcLoraListItem]
+
+
+class IcLoraDownloadRequest(BaseModel):
+    model_config = ConfigDict(strict=True)
+    ic_lora_id: str
+    # Optional catalog download.variants[].id; omit to download the default filename.
+    variant_id: str | None = None
+    # Dev escape hatch: attach the in-app HuggingFace token even when HF gating is off
+    # (gated IC-LoRA repos need auth; gating is normally env-driven in packaged builds).
+    use_hf_auth: bool = False
+
+
+# Shared start-response for both catalog download kinds (IC-LoRA + plain LoRA).
+class CatalogDownloadStartResponse(BaseModel):
+    model_config = ConfigDict(strict=True)
+    status: str
+    sessionId: str
+
+
+CatalogDownloadStatus: TypeAlias = Literal["downloading", "complete", "error"]
+
+
+class IcLoraDownloadProgressResponse(BaseModel):
+    model_config = ConfigDict(strict=True)
+    status: CatalogDownloadStatus
+    ic_lora_id: str | None = None
+    downloaded_bytes: int = 0
+    expected_bytes: int = 0
+    progress: float = 0.0
+    speed_bytes_per_sec: float = 0.0
+    error: str | None = None
+
+
+# --- Plain LoRA catalog (list + download). Mirrors the IC-LoRA flow with a separate
+#     download session so it never interferes with an in-flight IC-LoRA download. ---
+class LoraListItem(BaseModel):
+    model_config = ConfigDict(strict=True)
+    lora: LoraCatalogItem
+    downloaded: bool
+    # Subset of download.variants[].id present on disk (empty when none installed).
+    downloaded_variant_ids: list[str] = Field(default_factory=list)
+
+
+class LoraListResponse(BaseModel):
+    model_config = ConfigDict(strict=True)
+    loras: list[LoraListItem]
+
+
+class LoraDownloadRequest(BaseModel):
+    model_config = ConfigDict(strict=True)
+    lora_id: str
+    # Optional catalog download.variants[].id; omit to download the default filename.
+    variant_id: str | None = None
+    use_hf_auth: bool = False
+
+
+class LoraDownloadProgressResponse(BaseModel):
+    model_config = ConfigDict(strict=True)
+    status: CatalogDownloadStatus
+    lora_id: str | None = None
+    downloaded_bytes: int = 0
+    expected_bytes: int = 0
+    progress: float = 0.0
+    speed_bytes_per_sec: float = 0.0
+    error: str | None = None
diff --git a/backend/app_factory.py b/backend/app_factory.py
index e1bdfa212..94c50cdee 100644
--- a/backend/app_factory.py
+++ b/backend/app_factory.py
@@ -19,10 +19,12 @@
 from _routes.hf_auth import router as hf_auth_router
 from _routes.health import router as health_router
 from _routes.ic_lora import router as ic_lora_router
+from _routes.lora_catalog import router as lora_catalog_router
 from _routes.image_gen import router as image_gen_router
 from _routes.models import router as models_router
 from _routes.suggest_gap_prompt import router as suggest_gap_prompt_router
 from _routes.retake import router as retake_router
+from _routes.extend import router as extend_router
 from _routes.runtime_policy import router as runtime_policy_router
 from _routes.settings import router as settings_router
 from api_types import HTTPErrorResponse
@@ -158,7 +160,9 @@ async def _route_generic_error_handler(request: Request, exc: Exception) -> JSON
     app.include_router(image_gen_router)
     app.include_router(suggest_gap_prompt_router)
     app.include_router(retake_router)
+    app.include_router(extend_router)
     app.include_router(ic_lora_router)
+    app.include_router(lora_catalog_router)
     app.include_router(runtime_policy_router)
     app.include_router(hf_auth_router)
 
diff --git a/backend/app_handler.py b/backend/app_handler.py
index a845e737f..77b4aec17 100644
--- a/backend/app_handler.py
+++ b/backend/app_handler.py
@@ -15,8 +15,10 @@
     ImageGenerationHandler,
     ModelsHandler,
     PipelinesHandler,
+    LoraCatalogHandler,
     SuggestGapPromptHandler,
     RetakeHandler,
+    ExtendHandler,
     RuntimePolicyHandler,
     SettingsHandler,
     TextHandler,
@@ -41,6 +43,7 @@
     TextEncoder,
     VideoProcessor,
 )
+from services.lora_catalog import LoraCatalogProvider
 from state.app_state_types import AppState, TextEncoderState
 
 
@@ -54,6 +57,7 @@ def __init__(
         http: HTTPClient,
         gpu_cleaner: GpuCleaner,
         model_downloader: ModelDownloader,
+        lora_catalog_provider: LoraCatalogProvider,
         gpu_info: GpuInfo,
         video_processor: VideoProcessor,
         text_encoder: TextEncoder,
@@ -112,6 +116,7 @@ def __init__(
             state=self.state,
             lock=self._lock,
             config=config,
+            settings_handler=self.settings,
         )
 
         self.hf_auth = HuggingFaceAuthHandler(
@@ -129,6 +134,15 @@ def __init__(
             config=config,
         )
 
+        self.catalog = LoraCatalogHandler(
+            state=self.state,
+            lock=self._lock,
+            catalog=lora_catalog_provider,
+            model_downloader=model_downloader,
+            task_runner=task_runner,
+            config=config,
+        )
+
         self.text = TextHandler(
             state=self.state,
             lock=self._lock,
@@ -198,6 +212,16 @@ def __init__(
             text_handler=self.text,
         )
 
+        self.extend = ExtendHandler(
+            state=self.state,
+            lock=self._lock,
+            ltx_api_client=ltx_api_client,
+            config=config,
+            generation_handler=self.generation,
+            pipelines_handler=self.pipelines,
+            text_handler=self.text,
+        )
+
         self.ic_lora = IcLoraHandler(
             state=self.state,
             lock=self._lock,
@@ -205,6 +229,7 @@ def __init__(
             pipelines_handler=self.pipelines,
             text_handler=self.text,
             video_processor=video_processor,
+            lora_catalog=lora_catalog_provider,
             config=config,
         )
 
@@ -223,6 +248,7 @@ class ServiceBundle:
     http: HTTPClient
     gpu_cleaner: GpuCleaner
     model_downloader: ModelDownloader
+    lora_catalog_provider: LoraCatalogProvider
     gpu_info: GpuInfo
     video_processor: VideoProcessor
     text_encoder: TextEncoder
@@ -256,6 +282,7 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
     from services.task_runner.threading_runner import ThreadingRunner
     from services.text_encoder.ltx_text_encoder import LTXTextEncoder
     from services.video_processor.video_processor_impl import VideoProcessorImpl
+    from services.lora_catalog import FileLoraCatalogProvider
 
     http = HTTPClientImpl()
 
@@ -263,6 +290,9 @@ def build_default_service_bundle(config: RuntimeConfig) -> ServiceBundle:
         http=http,
         gpu_cleaner=TorchCleaner(device=config.device),
         model_downloader=HuggingFaceDownloader(),
+        lora_catalog_provider=FileLoraCatalogProvider(
+            config.lora_catalog_source, config.lora_catalog_fallback_path or None
+        ),
         gpu_info=GpuInfoImpl(),
         video_processor=VideoProcessorImpl(),
         text_encoder=LTXTextEncoder(
@@ -296,6 +326,7 @@ def build_initial_state(
         http=bundle.http,
         gpu_cleaner=bundle.gpu_cleaner,
         model_downloader=bundle.model_downloader,
+        lora_catalog_provider=bundle.lora_catalog_provider,
         gpu_info=bundle.gpu_info,
         video_processor=bundle.video_processor,
         text_encoder=bundle.text_encoder,
diff --git a/backend/architecture.md b/backend/architecture.md
index 93e9ce862..36c356182 100644
--- a/backend/architecture.md
+++ b/backend/architecture.md
@@ -176,6 +176,20 @@ Each service should have:
   - Otherwise use an `*Impl` suffix (e.g. `HTTPClientImpl`)
 - A fake implementation for tests: `Fake<ServiceName>` (e.g. `FakeHTTPClient`)
 
+### Patches: temporary upstream monkey-patches
+
+`services/patches/` holds modules that monkey-patch `ltx_core`/`ltx_pipelines` at import time to work around upstream
+bugs or missing features (e.g. `safetensors_metadata_fix.py`, `pinned_pool_fix.py`). They are wired via side-effecting
+imports in `ltx2_server.py` (`import services.patches.foo_fix  # pyright: ignore[reportUnusedImport]`), not through
+`ServiceBundle`/DI — patching has to happen once, at process startup, before any pipeline code runs.
+
+**Contract**
+
+- Each import comment states the removal condition (e.g. `# Remove once ltx-core includes the fix`) — patches are
+  meant to be temporary.
+- Assert the patched symbol exists before rebinding it, so an upstream refactor fails loudly at startup instead of
+  silently no-op'ing.
+
 ### “Payload” and “Like” conventions
 
 - Report/DTO-like shapes commonly use a `*Payload` suffix (often `TypedDict`) to make “this is a data payload” obvious
@@ -255,6 +269,7 @@ Primary entities:
 - `app_handler.py`: `AppHandler` composition root + service wiring (`ServiceBundle`)
 - `handlers/*`: domain business logic + state transitions (sub-handlers)
 - `services/*`: side-effect services (protocols + real implementations)
+- `services/patches/*`: temporary upstream monkey-patches, imported for side effect in `ltx2_server.py`
 - `tests/*`: integration-style tests + service fakes
 
 **Modularity convention:** prefer many small files over umbrella modules (one route per `_routes/*.py`, one handler per
diff --git a/backend/export_openapi_schema.py b/backend/export_openapi_schema.py
index bd47b557d..462d02267 100644
--- a/backend/export_openapi_schema.py
+++ b/backend/export_openapi_schema.py
@@ -56,6 +56,7 @@ def _build_schema() -> dict[str, object]:
             http=cast(Any, fake.http),
             gpu_cleaner=cast(Any, fake.gpu_cleaner),
             model_downloader=cast(Any, fake.model_downloader),
+            lora_catalog_provider=cast(Any, fake.lora_catalog_provider),
             gpu_info=cast(Any, fake.gpu_info),
             video_processor=cast(Any, fake.video_processor),
             text_encoder=cast(Any, fake.text_encoder),
diff --git a/backend/frame_math.py b/backend/frame_math.py
new file mode 100644
index 000000000..cafab6d9f
--- /dev/null
+++ b/backend/frame_math.py
@@ -0,0 +1,19 @@
+"""Shared duration<->frame math for video generation."""
+
+from __future__ import annotations
+
+
+def snap_to_frame_grid(n: int, *, floor: int = 9) -> int:
+    """Snap a frame count DOWN to the largest valid (n - 1) % 8 == 0 count, clamped to ``floor``.
+
+    Use for snapping an existing/derived frame count to the grid. Distinct from
+    compute_num_frames, which sizes a *duration* (it keeps duration*fps intervals and adds the
+    trailing frame, so compute_num_frames(5, 24) == 121 where this would give 113).
+    """
+    return max(floor, ((max(1, n) - 1) // 8) * 8 + 1)
+
+
+def compute_num_frames(duration_seconds: int, fps: int) -> int:
+    """Frame count for a duration, snapped to the pipeline's (n - 1) % 8 == 0 grid."""
+    n = ((duration_seconds * fps) // 8) * 8 + 1
+    return max(n, 9)
diff --git a/backend/handlers/__init__.py b/backend/handlers/__init__.py
index 7a93d1d12..1d5897d9e 100644
--- a/backend/handlers/__init__.py
+++ b/backend/handlers/__init__.py
@@ -8,8 +8,10 @@
 from handlers.image_generation_handler import ImageGenerationHandler
 from handlers.models_handler import ModelsHandler
 from handlers.pipelines_handler import PipelinesHandler
+from handlers.lora_catalog_handler import LoraCatalogHandler
 from handlers.suggest_gap_prompt_handler import SuggestGapPromptHandler
 from handlers.retake_handler import RetakeHandler
+from handlers.extend_handler import ExtendHandler
 from handlers.runtime_policy_handler import RuntimePolicyHandler
 from handlers.settings_handler import SettingsHandler
 from handlers.text_handler import TextHandler
@@ -27,7 +29,9 @@
     "HealthHandler",
     "SuggestGapPromptHandler",
     "RetakeHandler",
+    "ExtendHandler",
     "RuntimePolicyHandler",
     "IcLoraHandler",
     "HuggingFaceAuthHandler",
+    "LoraCatalogHandler",
 ]
diff --git a/backend/handlers/base.py b/backend/handlers/base.py
index 8f1ee5470..470f4e3b9 100644
--- a/backend/handlers/base.py
+++ b/backend/handlers/base.py
@@ -2,6 +2,8 @@
 
 from __future__ import annotations
 
+import logging
+import time
 from collections.abc import Callable
 from functools import wraps
 from pathlib import Path
@@ -13,10 +15,15 @@
 if TYPE_CHECKING:
     from runtime_config.runtime_config import RuntimeConfig
 
+logger = logging.getLogger(__name__)
+
 _P = ParamSpec("_P")
 _R = TypeVar("_R")
 _S = TypeVar("_S", bound="StateHandlerBase")
 
+# Largest 32-bit signed int; seeds are taken modulo this to stay in the pipeline's range.
+_MAX_SEED = 2147483647
+
 
 class StateHandlerBase:
     """Base handler with shared state and lock references."""
@@ -44,6 +51,16 @@ def models_dir(self) -> Path:
         custom = self._state.app_settings.models_dir
         return Path(custom) if custom else self._config.default_models_dir
 
+    def _resolve_seed(self) -> int:
+        """Resolve the generation seed: locked seed, dev-mode constant, or time-based."""
+        settings = self.state.app_settings
+        if settings.seed_locked:
+            logger.info("Using locked seed: %s", settings.locked_seed)
+            return settings.locked_seed
+        if self.config.dev_mode:
+            return 1000
+        return int(time.time()) % _MAX_SEED
+
 
 def with_state_lock(
     method: Callable[Concatenate[_S, _P], _R],
diff --git a/backend/handlers/download_handler.py b/backend/handlers/download_handler.py
index 814b3dccd..d52d34feb 100644
--- a/backend/handlers/download_handler.py
+++ b/backend/handlers/download_handler.py
@@ -14,6 +14,7 @@
 
 from _routes._errors import HTTPError
 from api_types import (
+    ActiveDownloadResponse,
     CheckModelAccessResponse,
     DownloadProgressCompleteResponse,
     DownloadProgressErrorResponse,
@@ -23,7 +24,7 @@
     ModelCheckpointID,
 )
 from handlers.base import StateHandlerBase, with_state_lock
-from handlers.hf_auth_utils import require_hf_token
+from handlers.hf_auth_utils import optional_hf_token
 from handlers.models_handler import ModelsHandler
 from runtime_config.model_download_specs import (
     ALL_MODEL_CP_IDS,
@@ -73,6 +74,15 @@ def _ordered_cp_ids(self, cp_ids: Iterable[ModelCheckpointID]) -> tuple[ModelChe
     def is_download_running(self) -> bool:
         return self.state.downloading_session is not None
 
+    def get_active_download(self) -> ActiveDownloadResponse:
+        session = self.state.downloading_session
+        if session is None:
+            return ActiveDownloadResponse(session_id=None, cp_ids=[])
+        return ActiveDownloadResponse(
+            session_id=str(session.id),
+            cp_ids=sorted(session.files_to_download),
+        )
+
     @with_state_lock
     def start_download(self, cp_ids: set[ModelCheckpointID]) -> DownloadSessionId:
         session_id = DownloadSessionId(uuid4().hex)
@@ -271,7 +281,10 @@ def _download_worker(self, cp_ids: tuple[ModelCheckpointID, ...], *, atomic_comm
             self.finish_download()
             return
 
-        hf_token = require_hf_token(self.state, self._lock) if self.config.hf_gating_enabled else None
+        # Base/bundled checkpoints are public — never require sign-in. Attach the in-app token
+        # if the user happens to be signed in, otherwise download anonymously. (Gated *catalog*
+        # entries are handled separately in lora_catalog_handler and do require auth.)
+        hf_token = optional_hf_token(self.state, self._lock)
 
         try:
             if atomic_commit:
@@ -303,23 +316,24 @@ def start_model_download(self, *, download_type: str, cp_ids: set[ModelCheckpoin
         if self.config.force_api_generations:
             raise HTTPError(409, "LOCAL_MODEL_DOWNLOADS_DISABLED_IN_FORCE_API_MODE")
 
-        with self._lock:
-            if self.state.downloading_session is not None:
-                raise HTTPError(409, "DOWNLOAD_ALREADY_RUNNING")
-
+        # Resolve what to download (may raise) before touching the lock.
         if download_type == "upgrade":
             resolved_upgrade = self._models_handler.resolve_upgrade_download(cp_ids)
-            cp_ids_to_download = set(resolved_upgrade.cp_ids)
             ordered_cp_ids = resolved_upgrade.cp_ids
             atomic_commit = True
         elif download_type == "download":
-            cp_ids_to_download = set(cp_ids)
-            ordered_cp_ids = self._discover_download_cp_ids(cp_ids_to_download)
+            ordered_cp_ids = self._discover_download_cp_ids(set(cp_ids))
             atomic_commit = False
         else:
             raise HTTPError(400, "INVALID_DOWNLOAD_REQUEST")
 
-        session_id = self.start_download(set(ordered_cp_ids))
+        # Check-and-set in one lock acquisition (RLock is reentrant, so start_download's own
+        # lock nests fine) — otherwise two concurrent calls both pass the guard and the second
+        # clobbers the first's session, racing on the same staging dir.
+        with self._lock:
+            if self.state.downloading_session is not None:
+                raise HTTPError(409, "DOWNLOAD_ALREADY_RUNNING")
+            session_id = self.start_download(set(ordered_cp_ids))
         self._task_runner.run_background(
             lambda: self._download_worker(ordered_cp_ids, atomic_commit=atomic_commit),
             task_name="model-download",
@@ -331,11 +345,13 @@ def start_model_download(self, *, download_type: str, cp_ids: set[ModelCheckpoin
     def check_model_access(self, cp_ids: set[ModelCheckpointID]) -> CheckModelAccessResponse:
         repo_ids = {get_model_cp_spec(cp_id).repo_id for cp_id in cp_ids}
 
-        if not self.config.hf_gating_enabled:
+        # Bundled checkpoints are public, so when the user isn't signed in there's nothing to
+        # verify — treat them all as authorized. When signed in, do a real per-repo check (covers
+        # any future gated checkpoint without forcing sign-in for the common public case).
+        hf_token = optional_hf_token(self.state, self._lock)
+        if hf_token is None:
             return CheckModelAccessResponse(access={repo_id: "authorized" for repo_id in repo_ids})
 
-        hf_token = require_hf_token(self.state, self._lock)
-
         access: dict[str, ModelAccessStatus] = {}
         for repo_id in sorted(repo_ids):
             try:
diff --git a/backend/handlers/extend_handler.py b/backend/handlers/extend_handler.py
new file mode 100644
index 000000000..f9dcece0b
--- /dev/null
+++ b/backend/handlers/extend_handler.py
@@ -0,0 +1,223 @@
+"""Extend API orchestration handler.
+
+Mirrors ``RetakeHandler``'s dual API/local dispatch. Extend appends (``mode="end"``)
+or prepends (``mode="start"``) freshly generated frames to a source video. The cloud
+``/v1/extend`` endpoint and the local PyTorch wrapper share this entry point.
+"""
+
+from __future__ import annotations
+
+import uuid
+from datetime import datetime
+from pathlib import Path
+from threading import RLock
+
+from api_types import (
+    ExtendMode,
+    ExtendRequest,
+    ExtendResponse,
+    RetakeCancelledResponse,
+    RetakePayloadResponse,
+    RetakeVideoResponse,
+    TargetResolution,
+)
+from _routes._errors import HTTPError
+from handlers.base import StateHandlerBase
+from handlers.generation_handler import GenerationHandler
+from handlers.pipelines_handler import PipelinesHandler
+from handlers.text_handler import TextHandler
+from handlers.video_resolution import (
+    TIME_FACTOR,
+    correct_frame_count,
+    read_source_metadata,
+    resolve_target_resolution,
+    validate_source_video_path,
+)
+from runtime_config.runtime_config import RuntimeConfig
+from services.ltx_api_client.ltx_api_client import LTXAPIClientError
+from services.interfaces import LTXAPIClient
+from state.app_state_types import AppState
+from state.app_settings import should_video_generate_with_ltx_api
+
+# Cloud caps a single extend at 20s; mirror it locally. Minimum is 2s (cloud min).
+_MIN_DURATION = 2.0
+_MAX_DURATION = 20.0
+
+
+class ExtendHandler(StateHandlerBase):
+    def __init__(
+        self,
+        state: AppState,
+        lock: RLock,
+        ltx_api_client: LTXAPIClient,
+        config: RuntimeConfig,
+        generation_handler: GenerationHandler,
+        pipelines_handler: PipelinesHandler,
+        text_handler: TextHandler,
+    ) -> None:
+        super().__init__(state, lock, config)
+        self._ltx_api_client = ltx_api_client
+        self._generation = generation_handler
+        self._pipelines = pipelines_handler
+        self._text = text_handler
+
+    def run(self, req: ExtendRequest) -> ExtendResponse:
+        video_path = req.video_path
+        duration = req.duration
+        prompt = req.prompt
+        mode = req.mode
+
+        if duration < _MIN_DURATION:
+            raise HTTPError(400, f"duration must be at least {int(_MIN_DURATION)} seconds")
+        if duration > _MAX_DURATION:
+            raise HTTPError(400, f"duration must be at most {int(_MAX_DURATION)} seconds")
+
+        video_file = validate_source_video_path(video_path)
+
+        if should_video_generate_with_ltx_api(
+            force_api_generations=self.config.force_api_generations,
+            settings=self.state.app_settings,
+        ):
+            # The cloud preserves source resolution (no resolution param); resolution
+            # selection is local-only.
+            return self._run_api_extend(video_file=video_file, duration=duration, prompt=prompt, mode=mode)
+
+        return self._run_local_extend(
+            video_file=video_file, duration=duration, prompt=prompt, mode=mode, resolution=req.resolution
+        )
+
+    def _run_api_extend(
+        self,
+        *,
+        video_file: Path,
+        duration: float,
+        prompt: str,
+        mode: ExtendMode,
+    ) -> ExtendResponse:
+        api_key = self.state.app_settings.ltx_api_key
+        if not api_key:
+            raise HTTPError(400, "LTX API key not configured. Set it in Settings.")
+
+        if self._generation.is_generation_running():
+            raise HTTPError(409, "Generation already in progress")
+
+        # Drive the generation state machine so the result is recoverable via
+        # /api/generation/progress if the page unmounts mid-generation (mirrors retake).
+        try:
+            self._generation.start_api_generation(uuid.uuid4().hex[:8])
+        except RuntimeError as exc:
+            # Lost a race with a concurrent generation between the check above and here;
+            # surface the same 409 as the guard, not a bare 500 (the running generation
+            # owns the state now, so don't fail_generation).
+            raise HTTPError(409, str(exc)) from exc
+        try:
+            self._generation.update_progress("inference", 55, None, None)
+            result = self._ltx_api_client.extend(
+                api_key=api_key,
+                video_path=str(video_file),
+                duration=duration,
+                prompt=prompt,
+                mode=mode,
+            )
+
+            if result.video_bytes is not None:
+                self._generation.update_progress("downloading_output", 85, None, None)
+                output = self.config.outputs_dir / f"extend_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}.mp4"
+                try:
+                    with open(output, "wb") as out:
+                        out.write(result.video_bytes)
+                    self._generation.update_progress("complete", 100, None, None)
+                    self._generation.complete_generation(str(output))
+                except Exception:
+                    output.unlink(missing_ok=True)  # don't strand a half-written .mp4
+                    raise
+                return RetakeVideoResponse(status="complete", video_path=str(output))
+
+            if result.result_payload is not None:
+                self._generation.update_progress("complete", 100, None, None)
+                self._generation.complete_generation(None)
+                return RetakePayloadResponse(status="complete", result=result.result_payload)
+
+            raise HTTPError(500, "Extend API returned no result")
+        except LTXAPIClientError as exc:
+            self._generation.fail_generation(exc.detail)
+            raise HTTPError(exc.status_code, exc.detail) from exc
+        except HTTPError as exc:
+            self._generation.fail_generation(exc.detail)
+            raise
+        except Exception as exc:
+            self._generation.fail_generation(str(exc))
+            raise
+
+    def _run_local_extend(
+        self,
+        *,
+        video_file: Path,
+        duration: float,
+        prompt: str,
+        mode: ExtendMode,
+        resolution: TargetResolution | None,
+    ) -> ExtendResponse:
+        if self._generation.is_generation_running():
+            raise HTTPError(409, "Generation already in progress")
+
+        fps, source_width, source_height, source_frames = read_source_metadata(str(video_file))
+        target_frames = correct_frame_count(source_frames)
+        extend_frames = self._duration_to_extend_frames(duration, fps)
+        target_width, target_height = resolve_target_resolution(resolution, source_width, source_height)
+
+        try:
+            self._text.prepare_text_encoding(prompt, enhance_prompt=False)
+        except RuntimeError as exc:
+            raise HTTPError(400, str(exc)) from exc
+
+        generation_id = uuid.uuid4().hex[:8]
+        seed = self._resolve_seed()
+        output_path = self.config.outputs_dir / f"extend_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{generation_id}.mp4"
+
+        try:
+            pipeline_state = self._pipelines.load_retake_pipeline(distilled=True)
+            self._generation.start_generation(generation_id)
+            self._generation.update_progress("loading_model", 5, 0, 1)
+            self._generation.update_progress("inference", 15, 0, 1)
+
+            pipeline_state.pipeline.extend(
+                video_path=str(video_file),
+                prompt=prompt,
+                extend_frames=extend_frames,
+                mode=mode,
+                seed=seed,
+                output_path=str(output_path),
+                negative_prompt=self.config.default_negative_prompt,
+                regenerate_audio=True,
+                enhance_prompt=False,
+                distilled=True,
+                target_width=target_width,
+                target_height=target_height,
+                target_frames=target_frames,
+            )
+
+            if self._generation.is_generation_cancelled():
+                output_path.unlink(missing_ok=True)
+                raise RuntimeError("Generation was cancelled")
+
+            self._generation.update_progress("complete", 100, 1, 1)
+            self._generation.complete_generation(str(output_path))
+            return RetakeVideoResponse(status="complete", video_path=str(output_path))
+        except HTTPError:
+            self._generation.fail_generation("Extend generation failed")
+            raise
+        except Exception as exc:
+            self._generation.fail_generation(str(exc))
+            if "cancelled" in str(exc).lower():
+                return RetakeCancelledResponse(status="cancelled")
+            raise HTTPError(500, f"Generation error: {exc}") from exc
+        finally:
+            self._text.clear_api_embeddings()
+
+    @staticmethod
+    def _duration_to_extend_frames(duration: float, fps: float) -> int:
+        # Snap up to the nearest multiple of TIME_FACTOR so the output stays 8k+1: the
+        # source is 8k+1, so adding a multiple of 8 keeps the padded latent integer-sized.
+        frames = round(duration * fps)
+        return ((frames + TIME_FACTOR - 1) // TIME_FACTOR) * TIME_FACTOR
diff --git a/backend/handlers/generation_handler.py b/backend/handlers/generation_handler.py
index 60163dfc2..8c74eae1a 100644
--- a/backend/handlers/generation_handler.py
+++ b/backend/handlers/generation_handler.py
@@ -13,6 +13,7 @@
     GenerationProgressResponse,
 )
 from handlers.base import StateHandlerBase, with_state_lock
+from services.patches import diffusion_stage_cache
 from state.app_state_types import (
     ApiGeneration,
     AppState,
@@ -43,6 +44,14 @@ def start_generation(self, generation_id: str) -> None:
         if self.state.gpu_slot is None:
             raise RuntimeError("No active GPU pipeline")
 
+        # EXPERIMENTAL: push the live Settings toggle, then drop any transformer
+        # cached from the previous generation before this one starts -- otherwise
+        # it stays resident while this generation's own text encoder/VAE/etc.
+        # build, double-booking VRAM. See that module's GENERATION-SCOPED
+        # docstring section for the RTX 5090 repro (~42GB reported on a 32GB card).
+        diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
+        diffusion_stage_cache.evict()
+
         self.state.active_generation = GpuGeneration(
             state=GenerationRunning(
                 id=generation_id,
@@ -55,6 +64,11 @@ def start_api_generation(self, generation_id: str) -> None:
         if self.is_generation_running():
             raise RuntimeError("Generation already in progress")
 
+        # EXPERIMENTAL: see start_generation -- an API generation doesn't build a
+        # local transformer itself, but evicting here still releases VRAM held by
+        # a previous local generation's cached build.
+        diffusion_stage_cache.evict()
+
         self.state.active_generation = ApiGeneration(
             state=GenerationRunning(
                 id=generation_id,
@@ -181,7 +195,7 @@ def cancel_generation(self) -> CancelResponse:
                 return CancelNoActiveGenerationResponse(status="no_active_generation")
 
     @with_state_lock
-    def complete_generation(self, result: str | list[str]) -> None:
+    def complete_generation(self, result: str | list[str] | None = None) -> None:
         running_generation = self._running_generation()
         if running_generation is None:
             return
@@ -216,13 +230,14 @@ def get_generation_progress(self) -> GenerationProgressResponse:
                     currentStep=progress.current_step,
                     totalSteps=progress.total_steps,
                 )
-            case GenerationComplete():
+            case GenerationComplete(result=result):
                 return GenerationProgressResponse(
                     status="complete",
                     phase="complete",
                     progress=100,
                     currentStep=0,
                     totalSteps=0,
+                    result=result,
                 )
             case GenerationCancelled():
                 return GenerationProgressResponse(
diff --git a/backend/handlers/health_handler.py b/backend/handlers/health_handler.py
index 36c54f390..a20083dfe 100644
--- a/backend/handlers/health_handler.py
+++ b/backend/handlers/health_handler.py
@@ -5,7 +5,7 @@
 from threading import RLock
 from typing import TYPE_CHECKING
 
-from api_types import GpuInfoResponse, GpuTelemetry, HealthResponse, ModelStatusItem
+from api_types import GpuInfoResponse, GpuTelemetry, HealthResponse, ModelStatusItem, MpsMemoryResponse
 from handlers.base import StateHandlerBase
 from handlers.models_handler import ModelsHandler
 from services.interfaces import GpuInfo
@@ -14,6 +14,8 @@
 if TYPE_CHECKING:
     from runtime_config.runtime_config import RuntimeConfig
 
+_BYTES_PER_MIB = 1024 * 1024
+
 
 class HealthHandler(StateHandlerBase):
     def __init__(
@@ -67,3 +69,23 @@ def get_gpu_info(self) -> GpuInfoResponse:
             vram_gb=self._gpu_info.get_vram_total_gb(),
             gpu_info=GpuTelemetry(**self._gpu_info.get_gpu_info()),
         )
+
+    def get_mps_memory(self) -> MpsMemoryResponse:
+        """Read-only Apple Silicon MPS memory snapshot (torch-tracked / driver-allocated /
+        recommended-max, MiB). ``available`` is False off MPS. No side effects; torch is
+        imported lazily so the call is cheap and safe on non-MPS hosts."""
+        import sys
+
+        import torch
+
+        if sys.platform != "darwin" or not (hasattr(torch.backends, "mps") and torch.backends.mps.is_available()):
+            return MpsMemoryResponse(available=False)
+        try:
+            return MpsMemoryResponse(
+                available=True,
+                allocated_mib=round(torch.mps.current_allocated_memory() / _BYTES_PER_MIB),
+                driver_mib=round(torch.mps.driver_allocated_memory() / _BYTES_PER_MIB),
+                recommended_max_mib=round(torch.mps.recommended_max_memory() / _BYTES_PER_MIB),
+            )
+        except Exception:  # noqa: BLE001
+            return MpsMemoryResponse(available=False)
diff --git a/backend/handlers/hf_auth_utils.py b/backend/handlers/hf_auth_utils.py
index 0d6ce4564..862c0837a 100644
--- a/backend/handlers/hf_auth_utils.py
+++ b/backend/handlers/hf_auth_utils.py
@@ -11,6 +11,18 @@
 
 def require_hf_token(state: AppState, lock: RLock) -> str:
     """Return a valid HuggingFace OAuth token or raise HTTPError(403)."""
+    token = optional_hf_token(state, lock)
+    if token is None:
+        raise HTTPError(403, "HuggingFace authentication required for gated models")
+    return token
+
+
+def optional_hf_token(state: AppState, lock: RLock) -> str | None:
+    """Return a valid HuggingFace OAuth token if signed in, else None — never raises.
+
+    For opt-in auth: attach the token when the user is authenticated, but allow the caller
+    to proceed anonymously (e.g. public downloads) when they're not.
+    """
     with lock:
         match state.hf_auth_state:
             case HfAuthenticated(access_token=token, expires_at=exp):
@@ -18,4 +30,4 @@ def require_hf_token(state: AppState, lock: RLock) -> str:
                     return token
             case _:
                 pass
-    raise HTTPError(403, "HuggingFace authentication required for gated models")
+    return None
diff --git a/backend/handlers/ic_lora_handler.py b/backend/handlers/ic_lora_handler.py
index 3eec9c9d5..869d8fb5d 100644
--- a/backend/handlers/ic_lora_handler.py
+++ b/backend/handlers/ic_lora_handler.py
@@ -20,22 +20,31 @@
     IcLoraGenerateRequest,
     IcLoraGenerateResponse,
     ImageConditioningInput,
+    IcLoraCatalogItem,
+    IcLoraSettings,
 )
 from _routes._errors import HTTPError
+from frame_math import compute_num_frames, snap_to_frame_grid
 from handlers.base import StateHandlerBase
 from handlers.generation_handler import GenerationHandler
 from handlers.pipelines_handler import PipelinesHandler
 from handlers.text_handler import TextHandler
+from ic_lora_preprocessing import MediaArtifact, OutpaintParams, PreprocessingContext, run_preprocessing
 from runtime_config.model_download_specs import (
     DEPTH_PROCESSOR_CP_ID,
+    find_installed_ic_lora_path,
     get_downloaded_ltx_model_id,
     get_existing_cp_path,
     get_ltx_model_spec,
+    resolve_ic_lora_path,
 )
+from runtime_config.models_scanner import is_ic_lora_file, resolve_lora_ref
 from runtime_config.runtime_config import RuntimeConfig
 from state.conditioning_cache import ConditioningCacheEntry, ConditioningCacheKey
 from services.interfaces import VideoProcessor
+from services.lora_catalog import LoraCatalogProvider
 from services.services_utils import FrameArray
+from server_utils.heartbeat import log_heartbeat
 from state.app_state_types import AppState, ICLoraState
 
 if TYPE_CHECKING:
@@ -43,6 +52,48 @@
 
 logger = logging.getLogger(__name__)
 
+_DEFAULT_IC_LORA_FPS = 24
+
+_IMAGE_SUFFIXES = frozenset({".png", ".jpg", ".jpeg", ".webp", ".bmp"})
+_VIDEO_SUFFIXES = frozenset({".mp4", ".mov", ".avi", ".webm", ".mkv"})
+
+
+def _validate_input_kind(input_path: str, expected_kind: str) -> None:
+    """Reject an input whose file type doesn't match what the IC-LoRA expects.
+
+    Cheap extension check so a mismatched image/video fails with a clean 400 here
+    rather than a deep pipeline 500 (the inputs come from the app's own picker/outputs,
+    so the extension is reliable).
+    """
+    suffix = Path(input_path).suffix.lower()
+    allowed = _VIDEO_SUFFIXES if expected_kind == "video" else _IMAGE_SUFFIXES
+    if suffix not in allowed:
+        raise HTTPError(400, f"This IC-LoRA expects {expected_kind} input, but got '{suffix or 'a file with no extension'}'")
+
+
+def _resolve_settings(req: IcLoraGenerateRequest, base: IcLoraSettings) -> IcLoraSettings:
+    """Overlay the request's explicit settings onto a base; None means 'keep the base'."""
+    return IcLoraSettings(
+        skip_stage_2=base.skip_stage_2 if req.skip_stage_2 is None else req.skip_stage_2,
+        use_lora_in_stage_2=(
+            base.use_lora_in_stage_2 if req.use_lora_in_stage_2 is None else req.use_lora_in_stage_2
+        ),
+        resolution_factor=base.resolution_factor if req.resolution_factor is None else req.resolution_factor,
+        audio_mode=base.audio_mode if req.audio_mode is None else req.audio_mode,
+        lora_strength=base.lora_strength if req.lora_strength is None else req.lora_strength,
+        conditioning_strength=(
+            base.conditioning_strength if req.conditioning_strength is None else req.conditioning_strength
+        ),
+    )
+
+
+def _ic_lora_output_fps(ic_lora: IcLoraCatalogItem) -> int:
+    """The fps the IC-LoRA's control video runs at — the image_to_frames step's fps param."""
+    for step in ic_lora.preprocessing:
+        if step.utility == "image_to_frames":
+            return int(step.params.get("fps", _DEFAULT_IC_LORA_FPS))  # type: ignore[arg-type]
+    return _DEFAULT_IC_LORA_FPS
+
 
 class IcLoraHandler(StateHandlerBase):
     def __init__(
@@ -53,6 +104,7 @@ def __init__(
         pipelines_handler: PipelinesHandler,
         text_handler: TextHandler,
         video_processor: VideoProcessor,
+        lora_catalog: LoraCatalogProvider,
         config: RuntimeConfig,
     ) -> None:
         super().__init__(state, lock, config)
@@ -60,6 +112,7 @@ def __init__(
         self._pipelines = pipelines_handler
         self._text = text_handler
         self._video_processor = video_processor
+        self._catalog = lora_catalog
 
     def _build_conditioning_frame(
         self,
@@ -71,26 +124,28 @@ def _build_conditioning_frame(
             case "canny":
                 return self._video_processor.apply_canny(frame)
             case "depth":
-                if ic_state is None:
+                if ic_state is None or ic_state.depth_pipeline is None:
                     raise HTTPError(500, "Depth conditioning requires loaded IC-LoRA resources")
                 return self._video_processor.apply_depth(frame, ic_state.depth_pipeline)
             case _:
                 raise HTTPError(400, f"Unsupported conditioning_type: {conditioning_type}")
 
-    def _require_ic_lora_model_paths(self, conditioning_type: ConditioningType) -> tuple[Path, Path]:
+    def _require_ic_lora_model_paths(self, conditioning_type: ConditioningType) -> tuple[Path, Path | None]:
         model_id = get_downloaded_ltx_model_id(self.models_dir)
         if model_id is None:
             raise HTTPError(409, "NO_DOWNLOADED_LTX_MODEL")
         ic_loras_spec = get_ltx_model_spec(model_id).ic_loras_spec
+        depth_model_path: Path | None = None
         match conditioning_type:
             case "canny":
+                # canny preprocessing uses apply_canny, not the depth processor — don't load it.
                 lora_cp_id = ic_loras_spec.canny_cp
             case "depth":
                 lora_cp_id = ic_loras_spec.depth_cp
+                depth_model_path = get_existing_cp_path(self.models_dir, DEPTH_PROCESSOR_CP_ID)
             case _:
                 raise HTTPError(400, f"Unsupported conditioning_type: {conditioning_type}")
         lora_path = get_existing_cp_path(self.models_dir, lora_cp_id)
-        depth_model_path = get_existing_cp_path(self.models_dir, DEPTH_PROCESSOR_CP_ID)
         return lora_path, depth_model_path
 
     def extract_conditioning(self, req: IcLoraExtractRequest) -> IcLoraExtractResponse:
@@ -127,22 +182,265 @@ def extract_conditioning(self, req: IcLoraExtractRequest) -> IcLoraExtractRespon
             frame_time=req.frame_time,
         )
 
-    def _resolve_seed(self) -> int:
-        settings = self.state.app_settings
-        if settings.seed_locked:
-            return settings.locked_seed
-        if self.config.dev_mode:
-            return 1000
-        return int(time.time()) % 2147483647
+    def _resample_control_fps(
+        self, control_video_path: str, frame_count: int, src_fps: float, target_fps: float
+    ) -> tuple[str, int, float]:
+        """Decimate the control video to target_fps so fewer frames are generated.
+
+        Fewer frames = shorter sequence = less compute/VRAM (fits longer real-time clips),
+        at the cost of choppier motion. Keeps the output duration ~constant and the frame
+        count valid for the pipeline ((n-1) % 8 == 0).
+        """
+        duration = frame_count / src_fps
+        new_count = snap_to_frame_grid(round(duration * target_fps), floor=1)
+        cap = self._video_processor.open_video(control_video_path)
+        info = self._video_processor.get_video_info(cap)
+        size = (int(info["width"]), int(info["height"]))
+        out_path = str(self.config.outputs_dir / f"_resampled_{target_fps:g}fps_{uuid.uuid4().hex[:8]}.mp4")
+        writer = self._video_processor.create_writer(out_path, fourcc="mp4v", fps=target_fps, size=size)
+        for i in range(new_count):
+            src_idx = min(frame_count - 1, round(i * src_fps / target_fps))
+            frame = self._video_processor.read_frame(cap, frame_idx=src_idx)
+            if frame is None:
+                break
+            writer.write(frame)
+        self._video_processor.release(cap)
+        self._video_processor.release(writer)
+        logger.info(
+            "[ic-lora] resampled control %g->%gfps: %d -> %d frames", src_fps, target_fps, frame_count, new_count
+        )
+        return out_path, new_count, target_fps
+
+    @staticmethod
+    def _resolve_control_values(req: IcLoraGenerateRequest, ic_lora: IcLoraCatalogItem) -> dict[str, int | str]:
+        """Resolve the request's control values against the entry's declared controls.
+
+        Missing keys fall back to each control's default; every value is validated against the
+        control's options. Unknown ids in the request are ignored. The handler then maps known
+        ids to behaviour (duration → frames, outpaint_* → canvas) — see the call site.
+        """
+        resolved: dict[str, int | str] = {}
+        for c in ic_lora.controls:
+            # "position_canvas" controls carry a structured value via a typed field
+            # (outpaint_pads), not options — skip them here.
+            if c.options is None or c.default is None:
+                continue
+            value = req.control_values.get(c.id, c.default)
+            if value not in c.options:
+                raise HTTPError(400, f"{c.id} must be one of {c.options}")
+            resolved[c.id] = value
+        return resolved
+
+    @staticmethod
+    def _outpaint_from_request(req: IcLoraGenerateRequest) -> OutpaintParams | None:
+        """Build outpaint params from the request's per-edge pads, or None if absent."""
+        p = req.outpaint_pads
+        if p is None:
+            return None
+        return OutpaintParams(left=p.left, right=p.right, top=p.top, bottom=p.bottom)
+
+    def _generate_ic_lora(self, req: IcLoraGenerateRequest) -> IcLoraGenerateResponse:
+        assert req.ic_lora_id is not None  # branch guard in generate()
+        if self._generation.is_generation_running():
+            raise HTTPError(409, "Generation already in progress")
+        ic_lora = self._catalog.get_ic_lora(req.ic_lora_id)
+        if ic_lora is None:
+            raise HTTPError(404, "UNKNOWN_IC_LORA")
+        # IC-LoRA catalog entries always define a driving input (base field is optional for plain LoRAs).
+        assert ic_lora.input is not None, "IC-LoRA ic_lora is missing its input spec"
+        has_prompt = bool(req.prompt.strip())
+        # A prompt is required unless this catalog entry opts into promptless runs (e.g. outpainting).
+        if not has_prompt and not ic_lora.allows_empty_prompt:
+            raise HTTPError(400, "Prompt is required for this IC-LoRA")
+        if not req.input_path or not Path(req.input_path).exists():
+            raise HTTPError(400, f"Input not found: {req.input_path}")
+        # The input file must match the kind this IC-LoRA drives on (image vs video) — fail fast
+        # with a clean 400 instead of a deep pipeline 500 when e.g. an image is fed to a video entry.
+        _validate_input_kind(req.input_path, ic_lora.input.kind)
+        # Reference images (when the entry allows them) must exist — fail fast with a clean 400
+        # rather than surfacing a deep pipeline error later.
+        if ic_lora.allows_reference_image:
+            for img in req.images:
+                if not Path(img.path).exists():
+                    raise HTTPError(400, f"Reference image not found: {img.path}")
+        if req.variant_id is not None:
+            variant = ic_lora.download.resolve_variant(req.variant_id)
+            if variant is None:
+                raise HTTPError(404, "UNKNOWN_DOWNLOAD_VARIANT")
+            lora_path = resolve_ic_lora_path(self.models_dir, ic_lora.id, variant.filename)
+            if not lora_path.exists():
+                raise HTTPError(409, "IC_LORA_NOT_DOWNLOADED")
+        else:
+            lora_path = find_installed_ic_lora_path(
+                self.models_dir, ic_lora.id, ic_lora.download.candidate_filenames()
+            )
+            if lora_path is None:
+                raise HTTPError(409, "IC_LORA_NOT_DOWNLOADED")
+
+        control_values = self._resolve_control_values(req, ic_lora)
+        duration = int(control_values.get("duration", 5))
+        requested_frames = compute_num_frames(duration, _ic_lora_output_fps(ic_lora))
+
+        # IC-LoRA defaults, with any explicit UI override (e.g. skip_stage_2) applied on top.
+        s = _resolve_settings(req, ic_lora.default_settings)
+        generation_id = uuid.uuid4().hex[:8]
+        logger.info("[ic-lora] IC-LoRA generation started (ic_lora=%s)", ic_lora.id)
+        try:
+            # IC-LoRA preprocessing builds the control video itself; no depth processor needed.
+            ic_state = self._pipelines.load_ic_lora(str(lora_path), None, s.lora_strength)
+            self._generation.start_generation(generation_id)
+            self._generation.update_progress("loading_model", 5, 0, 1)
+
+            use_api = not self._text.should_use_local_encoding()
+            # Never enhance an empty prompt — there's nothing to expand and the enhancer would hallucinate.
+            enhance_prompt = use_api and self.state.app_settings.prompt_enhancer_enabled_t2v and has_prompt
+            self._text.prepare_text_encoding(req.prompt, enhance_prompt=enhance_prompt)
+
+            input_artifact = MediaArtifact(path=req.input_path, kind=ic_lora.input.kind)
+            ctx = PreprocessingContext(
+                num_frames=requested_frames,
+                outputs_dir=self.config.outputs_dir,
+                video_processor=self._video_processor,
+                outpaint=self._outpaint_from_request(req),
+            )
+            control = run_preprocessing(ic_lora.preprocessing, input_artifact, ctx)
+            control_video_path = control.path
+
+            cap = self._video_processor.open_video(control_video_path)
+            info = self._video_processor.get_video_info(cap)
+            self._video_processor.release(cap)
+            input_width, input_height = int(info["width"]), int(info["height"])
+
+            if control.frame_count:
+                # Preprocessed control video (image_to_frames at the chosen duration, or an
+                # outpaint canvas). Snap to the pipeline's grid: image_to_frames already coerces,
+                # but _outpaint_canvas returns its raw written count, which can be off-grid.
+                frame_count, fps = snap_to_frame_grid(control.frame_count, floor=9), control.fps or 24.0
+            else:
+                # Video IC-LoRAs: transform the whole input clip — match its length and fps,
+                # snapped to the pipeline's (n - 1) % 8 == 0 grid (not the duration control).
+                src_frames = int(info["frame_count"]) or requested_frames
+                frame_count = snap_to_frame_grid(src_frames, floor=9)
+                fps = float(info["fps"]) or 24.0
+
+            self._generation.update_progress("inference", 15, 0, 1)
+            if s.resolution_factor == 0 and s.skip_stage_2:
+                # "Source dimensions" (resolution_factor sentinel 0): land the output at the
+                # source resolution instead of the 768 bucket. skip_stage_2 renders at
+                # canvas//2, so pass 2*source and render at factor 1.0; the pipeline snaps to
+                # /128, so final dims are multiples of 64 (source dims that aren't are snapped
+                # to the nearest, e.g. 540 -> 512).
+                width = max(128, 2 * input_width)
+                height = max(128, 2 * input_height)
+                resolution_factor = 1.0
+            elif s.use_lora_in_stage_2 and not s.skip_stage_2:
+                # IC-LoRA kept in Stage 2 → mirror the t2v two-stage flow: land the output at
+                # the chosen resolution (or source if unset). Snap each edge down to a multiple
+                # of 128 (Stage 1 runs at canvas//2 and its latent must be even for the 2x
+                # patchify) and never upscale above source.
+                target_w = req.resolution.width if req.resolution else input_width
+                target_h = req.resolution.height if req.resolution else input_height
+                width = max(128, (min(target_w, input_width) // 128) * 128)
+                height = max(128, (min(target_h, input_height) // 128) * 128)
+                # The pipeline only consumes resolution_factor on the skip_stage_2 path, so it
+                # has no effect here (two-stage lands at the width/height above). Pass 1.0.
+                resolution_factor = 1.0
+            else:
+                width = 768
+                height = max(round(width * input_height / input_width / 128) * 128, 128)
+                resolution_factor = s.resolution_factor
+            output_path = (
+                self.config.outputs_dir
+                / f"ic_lora_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}.mp4"
+            )
+            # Optional reference image (e.g. a photoreal seed for 3D-render): conditions the
+            # first frame. Only honoured when the catalog entry opts in; ignored otherwise.
+            reference_images: list[ImageConditioningInput] = (
+                [
+                    ImageConditioningInput(path=img.path, frame_idx=int(img.frame), strength=float(img.strength))
+                    for img in req.images
+                ]
+                if ic_lora.allows_reference_image
+                else []
+            )
+            seed = self._resolve_seed()
+            with log_heartbeat("ic-lora inference"):
+                ic_state.pipeline.generate(
+                    prompt=req.prompt,
+                    seed=seed,
+                    height=height,
+                    width=width,
+                    num_frames=frame_count,
+                    frame_rate=fps,
+                    images=reference_images,
+                    video_conditioning=[(control_video_path, s.conditioning_strength)],
+                    output_path=str(output_path),
+                    skip_stage_2=s.skip_stage_2,
+                    use_lora_in_stage_2=s.use_lora_in_stage_2,
+                    resolution_factor=resolution_factor,
+                    source_audio_path=(
+                        req.input_path
+                        if s.audio_mode == "source" and ic_lora.input.kind == "video"
+                        else None
+                    ),
+                    mute_audio=s.audio_mode == "off",
+                    conditioning_mask_path=control.mask_path,
+                )
+            self._generation.update_progress("complete", 100, 1, 1)
+            self._generation.complete_generation(str(output_path))
+            return IcLoraGenerateCompleteResponse(status="complete", video_path=str(output_path))
+        except HTTPError:
+            self._generation.fail_generation("IC-LoRA generation failed")
+            raise
+        except ValueError as exc:
+            # run_preprocessing raises ValueError for user-fixable input (bad pads, unreadable
+            # media, >+100% outpaint) — surface it as a 400 so the user sees what to fix.
+            self._generation.fail_generation(str(exc))
+            raise HTTPError(400, str(exc)) from exc
+        except Exception as exc:
+            self._generation.fail_generation(str(exc))
+            if "cancelled" in str(exc).lower():
+                return IcLoraGenerateCancelledResponse(status="cancelled")
+            raise HTTPError(500, f"Generation error: {exc}") from exc
+        finally:
+            self._text.clear_api_embeddings()
 
     def generate(self, req: IcLoraGenerateRequest) -> IcLoraGenerateResponse:
+        if req.ic_lora_id is not None:
+            return self._generate_ic_lora(req)
+
+        # The canny/depth/custom paths have no catalog entry to opt into promptless runs.
+        if not req.prompt.strip():
+            raise HTTPError(400, "Prompt is required")
         if self._generation.is_generation_running():
             raise HTTPError(409, "Generation already in progress")
 
-        video_path = Path(req.video_path)
-        if not video_path.exists():
-            raise HTTPError(400, f"Video not found: {req.video_path}")
-        lora_path, depth_model_path = self._require_ic_lora_model_paths(req.conditioning_type)
+        # Built-in defaults, with any explicit request value applied on top.
+        settings = _resolve_settings(req, IcLoraSettings())
+
+        depth_model_path: Path | None
+        if req.conditioning_type == "custom":
+            # User-supplied IC-LoRA + pre-rendered control video; no preprocessing, so no
+            # depth processor needed (depth_model_path stays None).
+            if not req.custom_lora_ref or not req.control_video_path:
+                raise HTTPError(400, "Custom IC-LoRA requires custom_lora_ref and control_video_path")
+            try:
+                lora_path = resolve_lora_ref(self.models_dir, req.custom_lora_ref)
+            except ValueError as exc:
+                raise HTTPError(400, str(exc)) from exc
+            if not Path(req.control_video_path).exists():
+                raise HTTPError(400, f"Control video not found: {req.control_video_path}")
+            if not is_ic_lora_file(lora_path):
+                logger.warning(
+                    "[ic-lora] %s lacks reference_downscale_factor metadata; may not be an IC-LoRA",
+                    lora_path.name,
+                )
+            depth_model_path = None
+        else:
+            video_path = Path(req.video_path)
+            if not video_path.exists():
+                raise HTTPError(400, f"Video not found: {req.video_path}")
+            lora_path, depth_model_path = self._require_ic_lora_model_paths(req.conditioning_type)
 
         generation_id = uuid.uuid4().hex[:8]
         t_total_start = time.perf_counter()
@@ -150,10 +448,12 @@ def generate(self, req: IcLoraGenerateRequest) -> IcLoraGenerateResponse:
 
         try:
             t_load_start = time.perf_counter()
-            ic_state = self._pipelines.load_ic_lora(
-                str(lora_path),
-                str(depth_model_path),
-            )
+            with log_heartbeat("ic-lora model load"):
+                ic_state = self._pipelines.load_ic_lora(
+                    str(lora_path),
+                    str(depth_model_path) if depth_model_path is not None else None,
+                    settings.lora_strength,
+                )
             t_load_end = time.perf_counter()
             logger.info("[ic-lora] Pipeline load: %.2fs", t_load_end - t_load_start)
 
@@ -164,64 +464,87 @@ def generate(self, req: IcLoraGenerateRequest) -> IcLoraGenerateResponse:
             use_api = not self._text.should_use_local_encoding()
             encoding_method = "api" if use_api else "local"
             t_text_start = time.perf_counter()
-            self._text.prepare_text_encoding(req.prompt, enhance_prompt=use_api and s.prompt_enhancer_enabled_t2v)
+            # The prompt is guaranteed non-empty here (guarded at the top of generate()).
+            enhance_prompt = use_api and s.prompt_enhancer_enabled_t2v
+            self._text.prepare_text_encoding(req.prompt, enhance_prompt=enhance_prompt)
             t_text_end = time.perf_counter()
             logger.info("[ic-lora] Text encoding (%s): %.2fs", encoding_method, t_text_end - t_text_start)
 
-            cap = self._video_processor.open_video(str(video_path))
-            if not cap.isOpened():
-                raise HTTPError(400, f"Cannot open video: {video_path}")
-            info = self._video_processor.get_video_info(cap)
-            input_width = int(info["width"])
-            input_height = int(info["height"])
-
-            cache_key = ConditioningCacheKey(str(video_path), req.conditioning_type)
-            cached = ic_state.conditioning_cache.get(cache_key)
-
-            t_preprocess_start = 0.0
-            t_preprocess_end = 0.0
+            preprocess_time = 0.0
 
-            if cached is not None:
+            if req.conditioning_type == "custom":
+                # Pre-rendered control video supplied; derive shape/timing from it.
+                assert req.control_video_path is not None  # validated above
+                control_video_path = req.control_video_path
+                cap = self._video_processor.open_video(control_video_path)
+                if not cap.isOpened():
+                    raise HTTPError(400, f"Cannot open control video: {control_video_path}")
+                info = self._video_processor.get_video_info(cap)
                 self._video_processor.release(cap)
-                control_video_path = cached.control_video_path
-                frame_count = cached.frame_count
-                fps = cached.fps
-                logger.info("[ic-lora] Conditioning cache hit for %s/%s", video_path.name, req.conditioning_type)
-            else:
-                t_preprocess_start = time.perf_counter()
-
+                input_width = int(info["width"])
+                input_height = int(info["height"])
                 frame_count = int(info["frame_count"])
                 fps = float(info["fps"])
-
-                control_video_path = str(
-                    self.config.outputs_dir / f"_control_{req.conditioning_type}_{uuid.uuid4().hex[:8]}.mp4"
-                )
-                writer = self._video_processor.create_writer(
-                    control_video_path,
-                    fourcc="mp4v",
-                    fps=fps,
-                    size=(int(info["width"]), int(info["height"])),
-                )
-
-                frame_idx = 0
-                while frame_idx < frame_count:
-                    frame = self._video_processor.read_frame(cap)
-                    if frame is None:
-                        break
-                    control_frame = self._build_conditioning_frame(frame, req.conditioning_type, ic_state)
-                    writer.write(control_frame)
-                    frame_idx += 1
-
-                self._video_processor.release(cap)
-                self._video_processor.release(writer)
-                t_preprocess_end = time.perf_counter()
-                logger.info(
-                    "[ic-lora] Preprocessing (%s, %d frames): %.2fs",
-                    req.conditioning_type, frame_idx, t_preprocess_end - t_preprocess_start,
-                )
-
-                ic_state.conditioning_cache.put(
-                    cache_key, ConditioningCacheEntry(control_video_path, frame_count, fps)
+                logger.info("[ic-lora] custom: using provided control video (%d frames)", frame_count)
+            else:
+                cond = req.conditioning_type  # narrowed to Literal["canny", "depth"]
+                video_path = Path(req.video_path)
+                cap = self._video_processor.open_video(str(video_path))
+                if not cap.isOpened():
+                    raise HTTPError(400, f"Cannot open video: {video_path}")
+                info = self._video_processor.get_video_info(cap)
+                input_width = int(info["width"])
+                input_height = int(info["height"])
+
+                cache_key = ConditioningCacheKey(str(video_path), cond)
+                cached = ic_state.conditioning_cache.get(cache_key)
+
+                if cached is not None:
+                    self._video_processor.release(cap)
+                    control_video_path = cached.control_video_path
+                    frame_count = cached.frame_count
+                    fps = cached.fps
+                    logger.info("[ic-lora] Conditioning cache hit for %s/%s", video_path.name, cond)
+                else:
+                    t_preprocess_start = time.perf_counter()
+
+                    frame_count = int(info["frame_count"])
+                    fps = float(info["fps"])
+
+                    control_video_path = str(
+                        self.config.outputs_dir / f"_control_{cond}_{uuid.uuid4().hex[:8]}.mp4"
+                    )
+                    writer = self._video_processor.create_writer(
+                        control_video_path,
+                        fourcc="mp4v",
+                        fps=fps,
+                        size=(int(info["width"]), int(info["height"])),
+                    )
+
+                    frame_idx = 0
+                    while frame_idx < frame_count:
+                        frame = self._video_processor.read_frame(cap)
+                        if frame is None:
+                            break
+                        control_frame = self._build_conditioning_frame(frame, cond, ic_state)
+                        writer.write(control_frame)
+                        frame_idx += 1
+
+                    self._video_processor.release(cap)
+                    self._video_processor.release(writer)
+                    preprocess_time = time.perf_counter() - t_preprocess_start
+                    logger.info(
+                        "[ic-lora] Preprocessing (%s, %d frames): %.2fs",
+                        cond, frame_idx, preprocess_time,
+                    )
+
+                    ic_state.conditioning_cache.put(
+                        cache_key, ConditioningCacheEntry(control_video_path, frame_count, fps)
+                    )
+
+            if req.fps_override is not None and req.fps_override < fps:
+                control_video_path, frame_count, fps = self._resample_control_fps(
+                    control_video_path, frame_count, fps, req.fps_override
                 )
 
             images: list[ImageConditioningInput] = [
@@ -231,31 +554,62 @@ def generate(self, req: IcLoraGenerateRequest) -> IcLoraGenerateResponse:
 
             self._generation.update_progress("inference", 15, 0, 1)
 
-            width = 768
-            height = round(width * input_height / input_width / 128) * 128
-            height = max(height, 128)
+            if settings.use_lora_in_stage_2 and not settings.skip_stage_2:
+                # IC-LoRA kept in Stage 2 → mirror the t2v two-stage flow: output at the chosen
+                # resolution (or source if unset), snapped down to a multiple of 128 (Stage 1
+                # runs at canvas//2; its latent must be even for the 2x patchify), never upscaling.
+                target_w = req.resolution.width if req.resolution else input_width
+                target_h = req.resolution.height if req.resolution else input_height
+                width = max(128, (min(target_w, input_width) // 128) * 128)
+                height = max(128, (min(target_h, input_height) // 128) * 128)
+            else:
+                width = 768
+                height = max(round(width * input_height / input_width / 128) * 128, 128)
 
             output_path = (
                 self.config.outputs_dir / f"ic_lora_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}.mp4"
             )
 
-            t_inference_start = time.perf_counter()
-            ic_state.pipeline.generate(
-                prompt=req.prompt,
-                seed=self._resolve_seed(),
-                height=height,
-                width=width,
-                num_frames=frame_count,
-                frame_rate=fps,
-                images=images,
-                video_conditioning=[(control_video_path, req.conditioning_strength)],
-                output_path=str(output_path),
+            if (frame_count - 1) % 8 != 0:
+                logger.warning(
+                    "[ic-lora] %d frames: (frames-1) %% 8 != 0 — pipeline may pad/trim and output could glitch.",
+                    frame_count,
+                )
+            seed = self._resolve_seed()
+            logger.info(
+                "[ic-lora] run: lora=%s strength=%.2f skip_stage_2=%s res_factor=%.2f audio=%s enhance=%s "
+                "seed=%d -> target %dx%d x %d frames @%gfps | prompt_len=%d",
+                lora_path.name, settings.lora_strength, settings.skip_stage_2, settings.resolution_factor,
+                settings.audio_mode, enhance_prompt, seed, width, height, frame_count, fps, len(req.prompt),
             )
+            t_inference_start = time.perf_counter()
+            with log_heartbeat("ic-lora inference"):
+                ic_state.pipeline.generate(
+                    prompt=req.prompt,
+                    seed=seed,
+                    height=height,
+                    width=width,
+                    num_frames=frame_count,
+                    frame_rate=fps,
+                    images=images,
+                    video_conditioning=[(control_video_path, settings.conditioning_strength)],
+                    output_path=str(output_path),
+                    skip_stage_2=settings.skip_stage_2,
+                    use_lora_in_stage_2=settings.use_lora_in_stage_2,
+                    resolution_factor=settings.resolution_factor,
+                    # "source" mode muxes the input clip's soundtrack (None if it has none);
+                    # "off" mutes; "generated" keeps the model audio.
+                    source_audio_path=(
+                        req.video_path
+                        if settings.audio_mode == "source" and Path(req.video_path).exists()
+                        else None
+                    ),
+                    mute_audio=settings.audio_mode == "off",
+                )
             t_inference_end = time.perf_counter()
             logger.info("[ic-lora] Inference: %.2fs", t_inference_end - t_inference_start)
 
             t_total_end = time.perf_counter()
-            preprocess_time = (t_preprocess_end - t_preprocess_start) if cached is None else 0.0
             logger.info(
                 "[ic-lora] Total generation: %.2fs (load=%.2fs, text=%.2fs, preprocess=%.2fs, inference=%.2fs)",
                 t_total_end - t_total_start,
diff --git a/backend/handlers/image_generation_handler.py b/backend/handlers/image_generation_handler.py
index 27cd82458..a8b90ea73 100644
--- a/backend/handlers/image_generation_handler.py
+++ b/backend/handlers/image_generation_handler.py
@@ -3,7 +3,6 @@
 from __future__ import annotations
 
 import logging
-import time
 import uuid
 from datetime import datetime
 from pathlib import Path
@@ -53,14 +52,7 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
         num_images = max(1, min(12, req.numImages))
 
         generation_id = uuid.uuid4().hex[:8]
-        settings = self.state.app_settings.model_copy(deep=True)
-        if settings.seed_locked:
-            seed = settings.locked_seed
-            logger.info("Using locked seed for image: %s", seed)
-        elif self.config.dev_mode:
-            seed = 1000
-        else:
-            seed = int(time.time()) % 2147483647
+        seed = self._resolve_seed()
 
         if self.config.force_api_generations:
             return self._generate_via_api(
@@ -98,7 +90,7 @@ def generate_image(
         width: int,
         height: int,
         num_inference_steps: int,
-        seed: int | None,
+        seed: int,
         num_images: int,
     ) -> list[str]:
         if self._generation.is_generation_cancelled():
@@ -108,9 +100,6 @@ def generate_image(
         image_generation_pipeline = self._pipelines.load_image_generation_pipeline_to_gpu()
         self._generation.update_progress("inference", 15, 0, num_inference_steps)
 
-        if seed is None:
-            seed = int(time.time()) % 2147483647
-
         outputs: list[str] = []
         timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
 
diff --git a/backend/handlers/lora_catalog_handler.py b/backend/handlers/lora_catalog_handler.py
new file mode 100644
index 000000000..621595fe8
--- /dev/null
+++ b/backend/handlers/lora_catalog_handler.py
@@ -0,0 +1,342 @@
+"""LoRA / IC-LoRA catalog listing + download handler."""
+
+from __future__ import annotations
+
+import logging
+import shutil
+from collections.abc import Callable
+from dataclasses import dataclass
+from pathlib import Path
+from threading import RLock
+from typing import TYPE_CHECKING, Generic, TypeVar
+from uuid import uuid4
+
+from _routes._errors import HTTPError
+from api_types import (
+    CatalogDownloadStartResponse,
+    CatalogDownloadStatus,
+    IcLoraDownloadProgressResponse,
+    IcLoraListItem,
+    IcLoraListResponse,
+    LoraCatalogItem,
+    LoraDownloadProgressResponse,
+    LoraListItem,
+    LoraListResponse,
+)
+from handlers.base import StateHandlerBase, with_state_lock
+from handlers.hf_auth_utils import optional_hf_token, require_hf_token
+from runtime_config.model_download_specs import (
+    downloaded_ic_lora_variant_ids,
+    downloaded_lora_variant_ids,
+    resolve_lora_path,
+    resolve_ic_lora_path,
+)
+from services.interfaces import ModelDownloader, TaskRunner
+from services.lora_catalog import LoraCatalogProvider
+from services.lora_catalog.media_urls import with_resolved_media
+from state.app_state_types import (
+    AppState,
+    CatalogDownloadSession,
+    DownloadSessionComplete,
+    DownloadSessionError,
+    DownloadSessionId,
+    DownloadSessionResult,
+)
+
+if TYPE_CHECKING:
+    from runtime_config.runtime_config import RuntimeConfig
+
+logger = logging.getLogger(__name__)
+
+# Cap retained completed sessions so a long-running app doesn't accrue them forever.
+# The client only needs a terminal status once; oldest-out is fine (dicts keep insertion order).
+_MAX_COMPLETED_SESSIONS = 32
+
+ProgressResponseT = TypeVar("ProgressResponseT", IcLoraDownloadProgressResponse, LoraDownloadProgressResponse)
+
+
+def _record_completed(
+    completed: dict[DownloadSessionId, DownloadSessionResult],
+    session_id: DownloadSessionId,
+    result: DownloadSessionResult,
+) -> None:
+    completed[session_id] = result
+    while len(completed) > _MAX_COMPLETED_SESSIONS:
+        completed.pop(next(iter(completed)))
+
+
+def _lookup_ic_lora(catalog: LoraCatalogProvider, item_id: str) -> LoraCatalogItem | None:
+    return catalog.get_ic_lora(item_id)
+
+
+def _lookup_lora(catalog: LoraCatalogProvider, item_id: str) -> LoraCatalogItem | None:
+    return catalog.get_lora(item_id)
+
+
+def _ic_lora_progress(
+    status: CatalogDownloadStatus,
+    *,
+    item_id: str | None = None,
+    downloaded_bytes: int = 0,
+    expected_bytes: int = 0,
+    progress: float = 0.0,
+    speed_bytes_per_sec: float = 0.0,
+    error: str | None = None,
+) -> IcLoraDownloadProgressResponse:
+    return IcLoraDownloadProgressResponse(
+        status=status,
+        ic_lora_id=item_id,
+        downloaded_bytes=downloaded_bytes,
+        expected_bytes=expected_bytes,
+        progress=progress,
+        speed_bytes_per_sec=speed_bytes_per_sec,
+        error=error,
+    )
+
+
+def _lora_progress(
+    status: CatalogDownloadStatus,
+    *,
+    item_id: str | None = None,
+    downloaded_bytes: int = 0,
+    expected_bytes: int = 0,
+    progress: float = 0.0,
+    speed_bytes_per_sec: float = 0.0,
+    error: str | None = None,
+) -> LoraDownloadProgressResponse:
+    return LoraDownloadProgressResponse(
+        status=status,
+        lora_id=item_id,
+        downloaded_bytes=downloaded_bytes,
+        expected_bytes=expected_bytes,
+        progress=progress,
+        speed_bytes_per_sec=speed_bytes_per_sec,
+        error=error,
+    )
+
+
+@dataclass(frozen=True)
+class _CatalogKind(Generic[ProgressResponseT]):
+    """Per-kind plumbing so IC-LoRA and plain-LoRA downloads share one implementation.
+
+    Each kind keeps its own state slot (so an IC-LoRA and a plain-LoRA download can run at
+    once) and its own wire response type; everything else is identical.
+    """
+
+    session_attr: str  # AppState attribute holding the active CatalogDownloadSession | None
+    completed_attr: str  # AppState attribute holding the completed-sessions dict
+    task_name: str
+    not_found: str
+    resolve_path: Callable[[Path, str, str], Path]  # (models_dir, item_id, filename) -> final file path
+    lookup: Callable[[LoraCatalogProvider, str], LoraCatalogItem | None]
+    build_progress: Callable[..., ProgressResponseT]
+
+
+_IC_LORA: _CatalogKind[IcLoraDownloadProgressResponse] = _CatalogKind(
+    session_attr="ic_lora_download_session",
+    completed_attr="completed_ic_lora_download_sessions",
+    task_name="ic-lora-download",
+    not_found="UNKNOWN_IC_LORA",
+    resolve_path=resolve_ic_lora_path,
+    lookup=_lookup_ic_lora,
+    build_progress=_ic_lora_progress,
+)
+
+_PLAIN_LORA: _CatalogKind[LoraDownloadProgressResponse] = _CatalogKind(
+    session_attr="lora_download_session",
+    completed_attr="completed_lora_download_sessions",
+    task_name="lora-download",
+    not_found="UNKNOWN_LORA",
+    resolve_path=resolve_lora_path,
+    lookup=_lookup_lora,
+    build_progress=_lora_progress,
+)
+
+
+class LoraCatalogHandler(StateHandlerBase):
+    def __init__(
+        self,
+        state: AppState,
+        lock: RLock,
+        catalog: LoraCatalogProvider,
+        model_downloader: ModelDownloader,
+        task_runner: TaskRunner,
+        config: "RuntimeConfig",
+    ) -> None:
+        super().__init__(state, lock, config)
+        self._catalog = catalog
+        self._model_downloader = model_downloader
+        self._task_runner = task_runner
+
+    # --- listing ---
+    # Catalog download.variants is always non-empty; the first variant is the default
+    # checkpoint (preferred when listing "downloaded", when generation omits variant_id,
+    # and when a download request omits variant_id).
+    def list_ic_loras(self) -> IcLoraListResponse:
+        catalog = self._catalog.get_catalog()
+        items: list[IcLoraListItem] = []
+        for r in catalog.ic_loras:
+            variant_ids = downloaded_ic_lora_variant_ids(
+                self.models_dir, r.id, [(v.id, v.filename) for v in r.download.variants]
+            )
+            items.append(
+                IcLoraListItem(
+                    ic_lora=with_resolved_media(r),
+                    downloaded=bool(variant_ids),
+                    downloaded_variant_ids=variant_ids,
+                )
+            )
+        return IcLoraListResponse(ic_loras=items)
+
+    def list_loras(self) -> LoraListResponse:
+        catalog = self._catalog.get_catalog()
+        items: list[LoraListItem] = []
+        for item in catalog.loras:
+            variant_ids = downloaded_lora_variant_ids(
+                self.models_dir, item.id, [(v.id, v.filename) for v in item.download.variants]
+            )
+            items.append(
+                LoraListItem(
+                    lora=with_resolved_media(item),
+                    downloaded=bool(variant_ids),
+                    downloaded_variant_ids=variant_ids,
+                )
+            )
+        return LoraListResponse(loras=items)
+
+    # --- download (shared between both kinds) ---
+    def _resolve_download_token(self, *, requires_hf_login: bool, use_hf_auth: bool) -> str | None:
+        """Token to attach to a catalog download.
+
+        Gated items (a per-entry ``requires_hf_login``) must authenticate — ``require_hf_token``
+        raises 403 if not signed in. Otherwise ``use_hf_auth`` is opt-in: attach the in-app token
+        when signed in, but still allow anonymous public downloads when signed out (we never force
+        sign-in for a public repo).
+        """
+        if requires_hf_login:
+            return require_hf_token(self.state, self._lock)
+        if use_hf_auth:
+            return optional_hf_token(self.state, self._lock)
+        return None
+
+    def _start_download(
+        self,
+        kind: _CatalogKind[ProgressResponseT],
+        item_id: str,
+        use_hf_auth: bool,
+        variant_id: str | None = None,
+    ) -> CatalogDownloadStartResponse:
+        if self.config.force_api_generations:
+            raise HTTPError(409, "LOCAL_MODEL_DOWNLOADS_DISABLED_IN_FORCE_API_MODE")
+        item = kind.lookup(self._catalog, item_id)
+        if item is None:
+            raise HTTPError(404, kind.not_found)
+        variant = item.download.resolve_variant(variant_id)
+        if variant is None:
+            raise HTTPError(404, "UNKNOWN_DOWNLOAD_VARIANT")
+        # Resolve the token first (before opening a session): a gated item can raise 403 here.
+        hf_token = self._resolve_download_token(
+            requires_hf_login=item.requires_hf_login, use_hf_auth=use_hf_auth
+        )
+        with self._lock:
+            if getattr(self.state, kind.session_attr) is not None:
+                raise HTTPError(409, "DOWNLOAD_ALREADY_RUNNING")
+            session_id = DownloadSessionId(uuid4().hex)
+            setattr(
+                self.state,
+                kind.session_attr,
+                CatalogDownloadSession(
+                    id=session_id,
+                    item_id=item_id,
+                    downloaded_bytes=0,
+                    expected_bytes=variant.size_bytes,
+                ),
+            )
+
+        dest = kind.resolve_path(self.models_dir, item.id, variant.filename)
+
+        def _work() -> None:
+            # Stage into a temp dir and atomically move on success, so an interrupted download
+            # never leaves a partial file at the final path (where it would report "downloaded"
+            # and get used by generation).
+            staging_dir = dest.parent / ".tmp"
+            staging_dir.mkdir(parents=True, exist_ok=True)
+            try:
+                staged = self._model_downloader.download_file(
+                    repo_id=item.download.repo_id,
+                    filename=variant.filename,
+                    local_dir=str(staging_dir),
+                    token=hf_token,
+                    on_progress=lambda n: self._update_progress(kind, session_id, n),
+                )
+                dest.parent.mkdir(parents=True, exist_ok=True)
+                Path(staged).replace(dest)
+            finally:
+                shutil.rmtree(staging_dir, ignore_errors=True)
+            self._finish(kind, session_id)
+
+        self._task_runner.run_background(
+            _work,
+            task_name=kind.task_name,
+            on_error=lambda exc: self._fail(kind, session_id, str(exc)),
+            daemon=True,
+        )
+        return CatalogDownloadStartResponse(status="started", sessionId=session_id)
+
+    @with_state_lock
+    def _update_progress(self, kind: _CatalogKind[ProgressResponseT], session_id: DownloadSessionId, downloaded: int) -> None:
+        s: CatalogDownloadSession | None = getattr(self.state, kind.session_attr)
+        if s is not None and s.id == session_id:
+            s.downloaded_bytes = downloaded
+
+    def _completed(self, kind: _CatalogKind[ProgressResponseT]) -> dict[DownloadSessionId, DownloadSessionResult]:
+        return getattr(self.state, kind.completed_attr)
+
+    @with_state_lock
+    def _finish(self, kind: _CatalogKind[ProgressResponseT], session_id: DownloadSessionId) -> None:
+        _record_completed(self._completed(kind), session_id, DownloadSessionComplete())
+        setattr(self.state, kind.session_attr, None)
+
+    @with_state_lock
+    def _fail(self, kind: _CatalogKind[ProgressResponseT], session_id: DownloadSessionId, error: str) -> None:
+        logger.error("%s failed: %s", kind.task_name, error)
+        _record_completed(self._completed(kind), session_id, DownloadSessionError(error_message=error))
+        setattr(self.state, kind.session_attr, None)
+
+    @with_state_lock
+    def _get_progress(self, kind: _CatalogKind[ProgressResponseT], session_id: str) -> ProgressResponseT:
+        sid = DownloadSessionId(session_id)
+        s: CatalogDownloadSession | None = getattr(self.state, kind.session_attr)
+        if s is not None and s.id == sid:
+            pct = min(99.0, s.downloaded_bytes / s.expected_bytes * 100) if s.expected_bytes else 0.0
+            return kind.build_progress(
+                "downloading",
+                item_id=s.item_id,
+                downloaded_bytes=s.downloaded_bytes,
+                expected_bytes=s.expected_bytes,
+                progress=pct,
+                speed_bytes_per_sec=s.speed_bytes_per_sec,
+            )
+        result = self._completed(kind).get(sid)
+        if result is None:
+            raise HTTPError(404, "UNKNOWN_DOWNLOAD_SESSION")
+        if isinstance(result, DownloadSessionError):
+            return kind.build_progress("error", error=result.error_message)
+        return kind.build_progress("complete", progress=100.0)
+
+    # --- thin per-kind entry points (the routes call these) ---
+    def start_ic_lora_download(
+        self, ic_lora_id: str, use_hf_auth: bool = False, variant_id: str | None = None
+    ) -> CatalogDownloadStartResponse:
+        return self._start_download(_IC_LORA, ic_lora_id, use_hf_auth, variant_id=variant_id)
+
+    def get_ic_lora_download_progress(self, session_id: str) -> IcLoraDownloadProgressResponse:
+        return self._get_progress(_IC_LORA, session_id)
+
+    def start_lora_download(
+        self, lora_id: str, use_hf_auth: bool = False, variant_id: str | None = None
+    ) -> CatalogDownloadStartResponse:
+        return self._start_download(_PLAIN_LORA, lora_id, use_hf_auth, variant_id=variant_id)
+
+    def get_lora_download_progress(self, session_id: str) -> LoraDownloadProgressResponse:
+        return self._get_progress(_PLAIN_LORA, session_id)
diff --git a/backend/handlers/models_handler.py b/backend/handlers/models_handler.py
index 50d91bfd5..6589f6082 100644
--- a/backend/handlers/models_handler.py
+++ b/backend/handlers/models_handler.py
@@ -8,9 +8,16 @@
 
 from _routes._errors import HTTPError
 from api_types import (
+    CheckpointDescriptor,
+    CheckpointRole,
+    DescribeCheckpointsResponse,
     ImageGenRecommendationResponse,
+    InstalledModelResponse,
+    InstalledModelsResponse,
     LtxDownloadRecommendationResponse,
     LtxIcLoraRecommendationResponse,
+    LtxModelVersionItem,
+    LtxModelVersionsResponse,
     LtxOkRecommendationResponse,
     LtxRecommendationResponse,
     LtxUpgradeRecommendationResponse,
@@ -19,7 +26,10 @@
     TextEncoderRecommendationResponse,
 )
 from handlers.base import StateHandlerBase
+from handlers.settings_handler import SettingsHandler
+from runtime_config.models_scanner import scan_models_dir
 from runtime_config.model_download_specs import (
+    ALL_LTX_LOCAL_MODEL_IDS,
     ALL_MODEL_CP_IDS,
     DEPTH_PROCESSOR_CP_ID,
     IMG_GEN_MODEL_CP_ID,
@@ -33,6 +43,7 @@
     get_ltx_model_spec,
     get_model_cp_spec,
     is_cp_downloaded,
+    resolve_active_ltx_model_id,
     delete_cp_path,
 )
 
@@ -54,8 +65,10 @@ def __init__(
         state: AppState,
         lock: RLock,
         config: RuntimeConfig,
+        settings_handler: SettingsHandler,
     ) -> None:
         super().__init__(state, lock, config)
+        self._settings = settings_handler
 
     def _ordered_cp_ids(self, cp_ids: set[ModelCheckpointID]) -> list[ModelCheckpointID]:
         return [cp_id for cp_id in ALL_MODEL_CP_IDS if cp_id in cp_ids]
@@ -76,6 +89,39 @@ def is_cp_downloaded(self, cp_id: ModelCheckpointID) -> bool:
     def get_downloaded_checkpoints(self) -> set[ModelCheckpointID]:
         return {cp_id for cp_id in ALL_MODEL_CP_IDS if self.is_cp_downloaded(cp_id)}
 
+    def _cp_role(self, cp_id: ModelCheckpointID) -> CheckpointRole:
+        # A base transformer of ANY version is "base" — not just the latest — so an older
+        # version's checkpoint isn't misclassified as a generic "support" model.
+        if any(cp_id == get_ltx_model_spec(model_id).model_cp for model_id in ALL_LTX_LOCAL_MODEL_IDS):
+            return "base"
+        spec = get_ltx_model_spec(get_latest_ltx_model_id())
+        if cp_id == spec.upscale_cp:
+            return "upscaler"
+        if cp_id == spec.text_encoder_cp:
+            return "text_encoder"
+        if cp_id == IMG_GEN_MODEL_CP_ID:
+            return "image"
+        return "support"
+
+    def describe_checkpoints(self, cp_ids: list[ModelCheckpointID]) -> DescribeCheckpointsResponse:
+        # Static spec metadata for a set of checkpoints, used by the first-run download
+        # list and (later) the model version picker. Order follows the canonical cp order.
+        ordered = self._ordered_cp_ids(set(cp_ids))
+        descriptors: list[CheckpointDescriptor] = []
+        for cp_id in ordered:
+            spec = get_model_cp_spec(cp_id)
+            role = self._cp_role(cp_id)
+            descriptors.append(
+                CheckpointDescriptor(
+                    cp_id=cp_id,
+                    name=spec.description,
+                    role=role,
+                    size_bytes=spec.expected_size_bytes,
+                    downloaded=self.is_cp_downloaded(cp_id),
+                )
+            )
+        return DescribeCheckpointsResponse(checkpoints=descriptors)
+
     def _get_required_ltx_cp_ids(self, model_id: LTXLocalModelId) -> set[ModelCheckpointID]:
         spec = get_ltx_model_spec(model_id)
         required: set[ModelCheckpointID] = {spec.model_cp, spec.upscale_cp}
@@ -157,12 +203,18 @@ def get_ltx_recommendation(self) -> LtxRecommendationResponse:
             )
             return LtxDownloadRecommendationResponse(status="download", cps_to_download=cps_to_download)
 
+        # A required checkpoint for the current model can be missing even when its base
+        # transformer is present — e.g. a hotfixed shared companion (the 2x upscaler) that
+        # superseded the version already on disk. Surface that download before offering any
+        # base upgrade: the current setup needs it regardless of whether the user upgrades,
+        # and routing it through the 'download' status lets the missing-models gate prompt it.
+        missing_current = self._ordered_cp_ids(
+            self._get_missing_cp_ids(self._get_required_ltx_cp_ids(current_model_id))
+        )
+        if missing_current:
+            return LtxDownloadRecommendationResponse(status="download", cps_to_download=missing_current)
+
         if current_model_id == latest_model_id:
-            missing_required = self._ordered_cp_ids(
-                self._get_missing_cp_ids(self._get_required_ltx_cp_ids(latest_model_id))
-            )
-            if missing_required:
-                return LtxDownloadRecommendationResponse(status="download", cps_to_download=missing_required)
             return LtxOkRecommendationResponse(status="ok")
 
         cps_to_download = self._ordered_cp_ids(
@@ -184,6 +236,31 @@ def get_img_gen_recommendation(self) -> ImageGenRecommendationResponse:
         cp_to_download = None if self.is_cp_downloaded(IMG_GEN_MODEL_CP_ID) else IMG_GEN_MODEL_CP_ID
         return ImageGenRecommendationResponse(cp_to_download=cp_to_download)
 
+    def list_installed_models(self, model_type: str | None) -> InstalledModelsResponse:
+        # "lora" -> regular LoRAs only (IC-LoRAs excluded; they need a reference video),
+        # "ic-lora" -> IC-LoRAs only, None -> all installed models. Reject typos so a
+        # bad ?type can't silently leak ic-loras into the lora picker (or vice versa).
+        if model_type is not None and model_type not in ("lora", "ic-lora"):
+            raise HTTPError(400, f"Unknown model type: {model_type}")
+        entries = scan_models_dir(self.models_dir, lora_only=model_type in ("lora", "ic-lora"))
+        if model_type == "lora":
+            entries = [e for e in entries if e.is_lora and not e.is_ic_lora]
+        elif model_type == "ic-lora":
+            entries = [e for e in entries if e.is_ic_lora]
+        return InstalledModelsResponse(
+            models=[
+                InstalledModelResponse(
+                    path=str(e.path),
+                    name=e.name,
+                    kind=e.kind,
+                    size_bytes=e.size_bytes,
+                    is_lora=e.is_lora,
+                    is_ic_lora=e.is_ic_lora,
+                )
+                for e in entries
+            ]
+        )
+
     def _require_downloaded_ltx_model_id(self) -> LTXLocalModelId:
         model_id = self._current_downloaded_ltx_model_id()
         if model_id is None:
@@ -251,10 +328,12 @@ def resolve_upgrade_download(self, requested_cp_ids: set[ModelCheckpointID]) ->
         )
 
     def get_protected_cp_ids(self) -> set[ModelCheckpointID]:
-        current_model_id = self._current_downloaded_ltx_model_id()
-        if current_model_id is None:
+        active_model_id = resolve_active_ltx_model_id(
+            self.models_dir, self.state.app_settings.active_ltx_model_id
+        )
+        if active_model_id is None:
             return set()
-        return set(get_ltx_model_cp_ids(current_model_id))
+        return set(get_ltx_model_cp_ids(active_model_id))
 
     def delete_checkpoints(self, cp_ids: set[ModelCheckpointID]) -> None:
         protected = self.get_protected_cp_ids()
@@ -262,3 +341,39 @@ def delete_checkpoints(self, cp_ids: set[ModelCheckpointID]) -> None:
             raise HTTPError(409, "DELETE_PROTECTED_CHECKPOINT")
         for cp_id in cp_ids:
             delete_cp_path(self.models_dir, cp_id)
+
+    def list_ltx_versions(self) -> LtxModelVersionsResponse:
+        self._ensure_local_model_mode()
+        latest = get_latest_ltx_model_id()
+        active = resolve_active_ltx_model_id(self.models_dir, self.state.app_settings.active_ltx_model_id)
+        items: list[LtxModelVersionItem] = []
+        for model_id in ALL_LTX_LOCAL_MODEL_IDS:
+            spec = get_ltx_model_spec(model_id)
+            cp_spec = get_model_cp_spec(spec.model_cp)
+            missing = self._get_missing_cp_ids(self._get_required_ltx_cp_ids(model_id))
+            # "installed" must mean runnable (transformer + companions), matching the bundle
+            # set_active requires — otherwise a partial install reports installed yet 409s on
+            # activation, and BaseModelSection hides the Download button that would repair it.
+            installed = not missing
+            items.append(
+                LtxModelVersionItem(
+                    model_id=model_id,
+                    label=spec.version_label,
+                    model_cp=spec.model_cp,
+                    size_bytes=cp_spec.expected_size_bytes,
+                    installed=installed,
+                    active=model_id == active,
+                    is_newest=model_id == latest,
+                    cps_to_download=self._ordered_cp_ids(missing),
+                )
+            )
+        return LtxModelVersionsResponse(versions=items)
+
+    def set_active_ltx_model(self, model_id: LTXLocalModelId) -> None:
+        self._ensure_local_model_mode()
+        # Require the version's full required bundle (transformer + companions per the
+        # API-key rules), not just the transformer — otherwise the user could activate a
+        # version that can't actually generate (missing upscaler / text encoder).
+        if self._get_missing_cp_ids(self._get_required_ltx_cp_ids(model_id)):
+            raise HTTPError(409, "LTX_MODEL_NOT_INSTALLED")
+        self._settings.set_active_ltx_model_id(model_id)
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index 2e2aa2669..74c82172a 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -12,9 +12,9 @@
 from handlers.text_handler import TextHandler
 from runtime_config.model_download_specs import (
     IMG_GEN_MODEL_CP_ID,
-    get_downloaded_ltx_model_id,
     get_existing_cp_path,
     get_ltx_model_spec,
+    resolve_active_ltx_model_id,
 )
 from runtime_config.runtime_policy import streaming_prefetch_count_for_mode
 from services.interfaces import (
@@ -106,7 +106,9 @@ def _install_text_patches_if_needed(self) -> None:
         te.service.install_patches(lambda: self.state)
 
     def _require_downloaded_ltx_model_id(self) -> LTXLocalModelId:
-        model_id = get_downloaded_ltx_model_id(self.models_dir)
+        model_id = resolve_active_ltx_model_id(
+            self.models_dir, self.state.app_settings.active_ltx_model_id
+        )
         if model_id is None:
             raise HTTPError(409, "NO_DOWNLOADED_LTX_MODEL")
         return model_id
@@ -119,6 +121,20 @@ def _compile_if_enabled(self, state: VideoPipelineState) -> VideoPipelineState:
         if self._runtime_device == "mps":
             logger.info("Skipping torch.compile() for %s - not supported on MPS", state.pipeline.pipeline_kind)
             return state
+        if self.config.use_sage_attention:
+            # SageAttention's Python-level kernel forces a Dynamo graph break at every
+            # attention call. The resume graph Dynamo builds for the code after each
+            # break doesn't inherit the video/audio tensors' pre-existing mark_dynamic
+            # annotations, so it specializes their sequence-length dim to whatever
+            # shape it first sees — then hard-fails (ConstraintViolationError) on any
+            # later call with a different frame count or resolution. The two features
+            # conflict; SageAttention already provides its own speedup, so skip
+            # compilation rather than compiling a graph that can only serve one shape.
+            logger.info(
+                "Skipping torch.compile() for %s - conflicts with SageAttention's graph breaks",
+                state.pipeline.pipeline_kind,
+            )
+            return state
 
         try:
             state.pipeline.compile_transformer()
@@ -127,7 +143,9 @@ def _compile_if_enabled(self, state: VideoPipelineState) -> VideoPipelineState:
             logger.warning("Failed to compile transformer: %s", exc, exc_info=True)
         return state
 
-    def _create_video_pipeline(self, model_type: VideoPipelineModelType) -> VideoPipelineState:
+    def _create_video_pipeline(
+        self, model_type: VideoPipelineModelType, loras: list[tuple[str, float]] | None = None
+    ) -> VideoPipelineState:
         gemma_root = self._text_handler.resolve_gemma_root()
         model_id = self._require_downloaded_ltx_model_id()
         spec = get_ltx_model_spec(model_id)
@@ -140,11 +158,14 @@ def _create_video_pipeline(self, model_type: VideoPipelineModelType) -> VideoPip
             upsampler_path,
             self.config.device,
             streaming_prefetch_count_for_mode(self.config.local_generations_mode),
+            loras=loras or [],
         )
 
         state = VideoPipelineState(
             pipeline=pipeline,
             is_compiled=False,
+            loras=tuple(loras) if loras else (),
+            gemma_root=gemma_root,
         )
         return self._compile_if_enabled(state)
 
@@ -236,21 +257,32 @@ def _evict_gpu_pipeline_for_swap(self) -> None:
         elif should_cleanup:
             self._gpu_cleaner.cleanup()
 
-    def load_gpu_pipeline(self, model_type: VideoPipelineModelType) -> VideoPipelineState:
+    def load_gpu_pipeline(
+        self,
+        model_type: VideoPipelineModelType,
+        loras: list[tuple[str, float]] | None = None,
+    ) -> VideoPipelineState:
         self._install_text_patches_if_needed()
 
+        requested_loras = tuple(loras) if loras else ()
+        requested_gemma_root = self._text_handler.resolve_gemma_root()
         state: VideoPipelineState | None = None
         with self._lock:
             if self._pipeline_matches_model_type(model_type):
                 match self.state.gpu_slot:
-                    case GpuSlot(active_pipeline=VideoPipelineState() as existing_state):
+                    case GpuSlot(
+                        active_pipeline=VideoPipelineState() as existing_state
+                    ) if (
+                        existing_state.loras == requested_loras
+                        and existing_state.gemma_root == requested_gemma_root
+                    ):
                         state = existing_state
                     case _:
                         pass
 
         if state is None:
             self._evict_gpu_pipeline_for_swap()
-            state = self._create_video_pipeline(model_type)
+            state = self._create_video_pipeline(model_type, loras=loras)
             with self._lock:
                 self.state.gpu_slot = GpuSlot(active_pipeline=state)
                 self._assert_invariants()
@@ -260,20 +292,26 @@ def load_gpu_pipeline(self, model_type: VideoPipelineModelType) -> VideoPipeline
     def load_ic_lora(
         self,
         lora_path: str,
-        depth_model_path: str,
+        depth_model_path: str | None = None,
+        lora_strength: float = 1.0,
     ) -> ICLoraState:
         self._install_text_patches_if_needed()
 
+        gemma_root = self._text_handler.resolve_gemma_root()
         with self._lock:
             match self.state.gpu_slot:
                 case GpuSlot(
                     active_pipeline=ICLoraState(
                         lora_path=current_lora_path,
                         depth_model_path=current_depth_model_path,
+                        lora_strength=current_lora_strength,
+                        gemma_root=current_gemma_root,
                     ) as state
                 ) if (
                     current_lora_path == lora_path
                     and current_depth_model_path == depth_model_path
+                    and current_lora_strength == lora_strength
+                    and current_gemma_root == gemma_root
                 ):
                     return state
                 case _:
@@ -285,18 +323,25 @@ def load_ic_lora(
 
         pipeline = self._ic_lora_pipeline_class.create(
             str(get_existing_cp_path(self.models_dir, model_spec.model_cp)),
-            self._text_handler.resolve_gemma_root(),
+            gemma_root,
             str(get_existing_cp_path(self.models_dir, model_spec.upscale_cp)),
             lora_path,
             self.config.device,
             streaming_prefetch_count_for_mode(self.config.local_generations_mode),
+            lora_strength,
+        )
+        depth_pipeline = (
+            self._depth_processor_pipeline_class.create(depth_model_path, self.config.device)
+            if depth_model_path is not None
+            else None
         )
-        depth_pipeline = self._depth_processor_pipeline_class.create(depth_model_path, self.config.device)
         state = ICLoraState(
             pipeline=pipeline,
             lora_path=lora_path,
             depth_pipeline=depth_pipeline,
             depth_model_path=depth_model_path,
+            lora_strength=lora_strength,
+            gemma_root=gemma_root,
         )
 
         with self._lock:
@@ -304,12 +349,16 @@ def load_ic_lora(
             self._assert_invariants()
         return state
 
-    def load_a2v_pipeline(self) -> A2VPipelineState:
+    def load_a2v_pipeline(self, loras: list[tuple[str, float]] | None = None) -> A2VPipelineState:
         self._install_text_patches_if_needed()
 
+        requested_loras = tuple(loras) if loras else ()
+        gemma_root = self._text_handler.resolve_gemma_root()
         with self._lock:
             match self.state.gpu_slot:
-                case GpuSlot(active_pipeline=A2VPipelineState() as state):
+                case GpuSlot(active_pipeline=A2VPipelineState() as state) if (
+                    state.loras == requested_loras and state.gemma_root == gemma_root
+                ):
                     return state
                 case _:
                     pass
@@ -320,12 +369,13 @@ def load_a2v_pipeline(self) -> A2VPipelineState:
 
         pipeline = self._a2v_pipeline_class.create(
             str(get_existing_cp_path(self.models_dir, model_spec.model_cp)),
-            self._text_handler.resolve_gemma_root(),
+            gemma_root,
             str(get_existing_cp_path(self.models_dir, model_spec.upscale_cp)),
             self.config.device,
             streaming_prefetch_count_for_mode(self.config.local_generations_mode),
+            loras=loras or [],
         )
-        state = A2VPipelineState(pipeline=pipeline)
+        state = A2VPipelineState(pipeline=pipeline, loras=requested_loras, gemma_root=gemma_root)
 
         with self._lock:
             self.state.gpu_slot = GpuSlot(active_pipeline=state)
@@ -336,32 +386,42 @@ def load_retake_pipeline(self, *, distilled: bool = True) -> RetakePipelineState
         self._install_text_patches_if_needed()
 
         quantized = device_supports_fp8(self.config.device)
+        gemma_root = self._text_handler.resolve_gemma_root()
 
         with self._lock:
             match self.state.gpu_slot:
                 case GpuSlot(
-                    active_pipeline=RetakePipelineState(distilled=current_distilled, quantized=current_quantized) as state
-                ) if current_distilled == distilled and current_quantized == quantized:
+                    active_pipeline=RetakePipelineState(
+                        distilled=current_distilled, quantized=current_quantized, gemma_root=current_gemma_root
+                    ) as state
+                ) if (
+                    current_distilled == distilled
+                    and current_quantized == quantized
+                    and current_gemma_root == gemma_root
+                ):
                     return state
                 case _:
                     pass
 
         self._evict_gpu_pipeline_for_swap()
 
-        from ltx_core.quantization import QuantizationPolicy
+        from ltx_core.quantization.fp8_cast import build_policy as build_fp8_cast_policy
 
-        quantization = QuantizationPolicy.fp8_cast() if quantized else None
         model_id = self._require_downloaded_ltx_model_id()
         model_spec = get_ltx_model_spec(model_id)
+        checkpoint_path = str(get_existing_cp_path(self.models_dir, model_spec.model_cp))
+        quantization = build_fp8_cast_policy(checkpoint_path) if quantized else None
         pipeline = self._retake_pipeline_class.create(
-            checkpoint_path=str(get_existing_cp_path(self.models_dir, model_spec.model_cp)),
-            gemma_root=self._text_handler.resolve_gemma_root(),
+            checkpoint_path=checkpoint_path,
+            gemma_root=gemma_root,
             device=self.config.device,
             streaming_prefetch_count=streaming_prefetch_count_for_mode(self.config.local_generations_mode),
             loras=[],
             quantization=quantization,
         )
-        state = RetakePipelineState(pipeline=pipeline, distilled=distilled, quantized=quantized)
+        state = RetakePipelineState(
+            pipeline=pipeline, distilled=distilled, quantized=quantized, gemma_root=gemma_root
+        )
 
         with self._lock:
             self.state.gpu_slot = GpuSlot(active_pipeline=state)
diff --git a/backend/handlers/retake_handler.py b/backend/handlers/retake_handler.py
index f3edc5c9f..9f8b1fded 100644
--- a/backend/handlers/retake_handler.py
+++ b/backend/handlers/retake_handler.py
@@ -6,7 +6,6 @@
 from datetime import datetime
 from pathlib import Path
 from threading import RLock
-import time
 
 from api_types import (
     RetakeCancelledResponse,
@@ -15,12 +14,19 @@
     RetakeRequest,
     RetakeResponse,
     RetakeVideoResponse,
+    TargetResolution,
 )
 from _routes._errors import HTTPError
 from handlers.base import StateHandlerBase
 from handlers.generation_handler import GenerationHandler
 from handlers.pipelines_handler import PipelinesHandler
 from handlers.text_handler import TextHandler
+from handlers.video_resolution import (
+    correct_frame_count,
+    read_source_metadata,
+    resolve_target_resolution,
+    validate_source_video_path,
+)
 from runtime_config.runtime_config import RuntimeConfig
 from services.ltx_api_client.ltx_api_client import LTXAPIClientError
 from services.interfaces import LTXAPIClient
@@ -52,14 +58,10 @@ def run(self, req: RetakeRequest) -> RetakeResponse:
         prompt = req.prompt
         mode = req.mode
 
-        if not video_path:
-            raise HTTPError(400, "Missing video_path parameter")
         if duration < 2:
             raise HTTPError(400, "duration must be at least 2 seconds")
 
-        video_file = Path(video_path)
-        if not video_file.exists():
-            raise HTTPError(400, f"Video file not found: {video_path}")
+        video_file = validate_source_video_path(video_path)
 
         if should_video_generate_with_ltx_api(
             force_api_generations=self.config.force_api_generations,
@@ -79,6 +81,7 @@ def run(self, req: RetakeRequest) -> RetakeResponse:
             duration=duration,
             prompt=prompt,
             mode=mode,
+            resolution=req.resolution,
         )
 
     def _run_api_retake(
@@ -94,7 +97,22 @@ def _run_api_retake(
         if not api_key:
             raise HTTPError(400, "LTX API key not configured. Set it in Settings.")
 
+        if self._generation.is_generation_running():
+            raise HTTPError(409, "Generation already in progress")
+
+        # Drive the generation state machine so the result is recoverable via
+        # /api/generation/progress if the page unmounts mid-generation (mirrors the
+        # forced-API video path). Without this, /progress stays idle and the finished
+        # retake is stranded in outputs/.
         try:
+            self._generation.start_api_generation(uuid.uuid4().hex[:8])
+        except RuntimeError as exc:
+            # A concurrent generation started between the line-97 check and here; surface
+            # the same 409 as the guard above, not a bare 500 (don't fail_generation — the
+            # running generation we lost the race to owns the state now).
+            raise HTTPError(409, str(exc)) from exc
+        try:
+            self._generation.update_progress("inference", 55, None, None)
             result = self._ltx_api_client.retake(
                 api_key=api_key,
                 video_path=str(video_file),
@@ -103,19 +121,34 @@ def _run_api_retake(
                 prompt=prompt,
                 mode=mode,
             )
+
+            if result.video_bytes is not None:
+                self._generation.update_progress("downloading_output", 85, None, None)
+                output = self.config.outputs_dir / f"retake_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}.mp4"
+                with open(output, "wb") as out:
+                    out.write(result.video_bytes)
+                self._generation.update_progress("complete", 100, None, None)
+                self._generation.complete_generation(str(output))
+                return RetakeVideoResponse(status="complete", video_path=str(output))
+
+            if result.result_payload is not None:
+                # Success, but a remote payload with no local file: complete the
+                # generation with no recoverable artifact (the caller already has the
+                # payload synchronously). Not fail_generation — the retake succeeded.
+                self._generation.update_progress("complete", 100, None, None)
+                self._generation.complete_generation(None)
+                return RetakePayloadResponse(status="complete", result=result.result_payload)
+
+            raise HTTPError(500, "Retake API returned no result")
         except LTXAPIClientError as exc:
+            self._generation.fail_generation(exc.detail)
             raise HTTPError(exc.status_code, exc.detail) from exc
-
-        if result.video_bytes is not None:
-            output = self.config.outputs_dir / f"retake_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}.mp4"
-            with open(output, "wb") as out:
-                out.write(result.video_bytes)
-            return RetakeVideoResponse(status="complete", video_path=str(output))
-
-        if result.result_payload is not None:
-            return RetakePayloadResponse(status="complete", result=result.result_payload)
-
-        raise HTTPError(500, "Retake API returned no result")
+        except HTTPError as exc:
+            self._generation.fail_generation(exc.detail)
+            raise
+        except Exception as exc:
+            self._generation.fail_generation(str(exc))
+            raise
 
     def _run_local_retake(
         self,
@@ -125,15 +158,21 @@ def _run_local_retake(
         duration: float,
         prompt: str,
         mode: RetakeMode,
+        resolution: TargetResolution | None,
     ) -> RetakeResponse:
         if self._generation.is_generation_running():
             raise HTTPError(409, "Generation already in progress")
 
-        end_time = start_time + duration
+        fps, source_width, source_height, source_frames = read_source_metadata(str(video_file))
+        target_frames = correct_frame_count(source_frames)
+        # The clip is trimmed to target_frames; clamp the selection to the corrected length
+        # so region_end / the temporal mask can't reference frames past the latent.
+        corrected_duration = target_frames / fps
+        end_time = min(start_time + duration, corrected_duration)
         if start_time >= end_time:
-            raise HTTPError(400, "start_time must be less than end_time")
+            raise HTTPError(400, "Selection is outside the usable video range")
 
-        self._validate_video_metadata(str(video_file))
+        target_width, target_height = resolve_target_resolution(resolution, source_width, source_height)
 
         try:
             self._text.prepare_text_encoding(prompt, enhance_prompt=False)
@@ -166,6 +205,9 @@ def _run_local_retake(
                 regenerate_audio=regenerate_audio,
                 enhance_prompt=False,
                 distilled=True,
+                target_width=target_width,
+                target_height=target_height,
+                target_frames=target_frames,
             )
 
             if self._generation.is_generation_cancelled():
@@ -195,28 +237,3 @@ def _resolve_retake_mode(mode: RetakeMode) -> tuple[bool, bool]:
         if mode == "replace_audio":
             return False, True
         raise HTTPError(400, "INVALID_RETAKE_MODE")
-
-    def _resolve_seed(self) -> int:
-        settings = self.state.app_settings
-        if settings.seed_locked:
-            return settings.locked_seed
-        if self.config.dev_mode:
-            return 1000
-        return int(time.time()) % 2147483647
-
-    @staticmethod
-    def _validate_video_metadata(video_path: str) -> None:
-        from ltx_core.types import SpatioTemporalScaleFactors
-        from ltx_pipelines.utils.media_io import get_videostream_metadata
-
-        meta = get_videostream_metadata(video_path)
-        num_frames, width, height = meta.frames, meta.width, meta.height
-        scale = SpatioTemporalScaleFactors.default()
-        if (num_frames - 1) % scale.time != 0:
-            snapped = ((num_frames - 1) // scale.time) * scale.time + 1
-            raise HTTPError(
-                400,
-                f"Video frame count must satisfy 8k+1 (e.g. 97, 193). Got {num_frames}; use a video with {snapped} frames.",
-            )
-        if width % 32 != 0 or height % 32 != 0:
-            raise HTTPError(400, f"Video width and height must be multiples of 32. Got {width}x{height}.")
diff --git a/backend/handlers/settings_handler.py b/backend/handlers/settings_handler.py
index 6da5c1557..927a851de 100644
--- a/backend/handlers/settings_handler.py
+++ b/backend/handlers/settings_handler.py
@@ -7,6 +7,7 @@
 from threading import RLock
 from typing import TYPE_CHECKING
 
+from api_types import LTXLocalModelId
 from state.app_settings import AppSettings, UpdateSettingsRequest
 from handlers._settings_utils import (
     collect_changed_paths,
@@ -62,6 +63,11 @@ def save_settings(self) -> None:
     def get_settings_snapshot(self) -> AppSettings:
         return self.state.app_settings.model_copy(deep=True)
 
+    @with_state_lock
+    def set_active_ltx_model_id(self, model_id: LTXLocalModelId) -> None:
+        self.state.app_settings.active_ltx_model_id = model_id
+        self.save_settings()
+
     @with_state_lock
     def update_settings(self, patch: UpdateSettingsRequest) -> tuple[AppSettings, AppSettings, set[str]]:
         patch_payload = strip_none_values(ensure_json_object(patch.model_dump(by_alias=False, exclude_unset=True)))
@@ -70,6 +76,12 @@ def update_settings(self, patch: UpdateSettingsRequest) -> tuple[AppSettings, Ap
             if key_field in patch_payload and patch_payload[key_field] == "":
                 del patch_payload[key_field]
 
+        # active_ltx_model_id is patchable here only because the patch model is auto-derived
+        # from every AppSettings field — but it must go through set_active_ltx_model, which
+        # checks the full required bundle. Drop it so the generic PATCH can't persist an
+        # unrunnable active model (base present, companions missing).
+        patch_payload.pop("active_ltx_model_id", None)
+
         before = self.state.app_settings.model_copy(deep=True)
         before_payload = ensure_json_object(before.model_dump(by_alias=False))
 
diff --git a/backend/handlers/suggest_gap_prompt_handler.py b/backend/handlers/suggest_gap_prompt_handler.py
index cde32e943..8fc4d2a27 100644
--- a/backend/handlers/suggest_gap_prompt_handler.py
+++ b/backend/handlers/suggest_gap_prompt_handler.py
@@ -15,7 +15,7 @@
 from handlers.base import StateHandlerBase
 from pydantic import BaseModel, Field, ValidationError
 from server_utils.media_validation import normalize_optional_path, validate_image_file
-from services.interfaces import HTTPClient, HttpTimeoutError, JSONValue
+from services.interfaces import HTTPClient, HttpTransportError, JSONValue
 from state.app_state_types import AppState
 
 if TYPE_CHECKING:
@@ -139,10 +139,16 @@ def suggest_gap(self, req: SuggestGapPromptRequest) -> SuggestGapPromptResponse:
             user_parts.append({"text": "First frame of the shot AFTER the gap:"})
             user_parts.append({"inlineData": {"mimeType": "image/jpeg", "data": after_frame}})
 
-        gemini_url = "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent"
+        gemini_url = "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent"
         contents: list[JSONValue] = [{"role": "user", "parts": user_parts}]
         system_instruction: dict[str, JSONValue] = {"parts": [{"text": system_text}]}
-        generation_config: dict[str, JSONValue] = {"temperature": 0.7, "maxOutputTokens": 512}
+        # thinkingBudget=0 disables 2.5-flash's default "thinking" pass, which would
+        # otherwise eat into maxOutputTokens (starving the actual suggestion) and add latency.
+        generation_config: dict[str, JSONValue] = {
+            "temperature": 0.7,
+            "maxOutputTokens": 512,
+            "thinkingConfig": {"thinkingBudget": 0},
+        }
         gemini_payload: dict[str, JSONValue] = {
             "contents": contents,
             "systemInstruction": system_instruction,
@@ -156,7 +162,7 @@ def suggest_gap(self, req: SuggestGapPromptRequest) -> SuggestGapPromptResponse:
                 json_payload=gemini_payload,
                 timeout=30,
             )
-        except HttpTimeoutError as exc:
+        except HttpTransportError as exc:
             raise HTTPError(504, "Gemini API request timed out") from exc
         except Exception as exc:
             raise HTTPError(500, str(exc)) from exc
diff --git a/backend/handlers/text_handler.py b/backend/handlers/text_handler.py
index 847cb8cfb..550f769ee 100644
--- a/backend/handlers/text_handler.py
+++ b/backend/handlers/text_handler.py
@@ -126,6 +126,14 @@ def _prepare_api_embeddings(self, prompt: str, enhance_prompt: bool) -> TextEnco
             self.clear_api_embeddings()
             return None
 
+        # The LTX API rejects an empty prompt (returns None), but an empty prompt is valid for
+        # some IC-LoRAs (e.g. outpainting fills from the scene). Local gemma encodes "" fine; to
+        # match that in API mode — where there's no gemma fallback — encode a neutral placeholder
+        # so we still get usable embeddings. Nothing to enhance for an empty prompt, so skip it.
+        if not prompt.strip():
+            prompt = " "
+            enhance_prompt = False
+
         cached = self._get_cached_prompt(prompt, enhance_prompt)
         if cached is not None:
             self._set_api_embeddings(cached)
diff --git a/backend/handlers/video_generation_handler.py b/backend/handlers/video_generation_handler.py
index d8faff5c9..d09ecc2d4 100644
--- a/backend/handlers/video_generation_handler.py
+++ b/backend/handlers/video_generation_handler.py
@@ -4,6 +4,8 @@
 
 import logging
 import os
+
+from frame_math import compute_num_frames
 import tempfile
 import time
 import uuid
@@ -21,14 +23,17 @@
     GenerateVideoRequest,
     GenerateVideoResponse,
     ImageConditioningInput,
+    LoraEntry,
     VideoCameraMotion,
 )
+from runtime_config.models_scanner import resolve_lora_ref
 from _routes._errors import HTTPError
 from api_model_specs import (
     build_generate_video_model_specs_response,
     validate_generate_video_request,
 )
 from handlers.base import StateHandlerBase
+from server_utils.heartbeat import log_heartbeat
 from handlers.generation_handler import GenerationHandler
 from handlers.pipelines_handler import PipelinesHandler
 from handlers.text_handler import TextHandler
@@ -136,10 +141,11 @@ def get_9_16_size(res: str) -> tuple[int, int]:
             logger.info("Image: %s -> %sx%s", image_path, width, height)
 
         generation_id = self._make_generation_id()
-        seed = self._resolve_seed()
+        seed = req.seed if req.seed is not None else self._resolve_seed()
+        loras = self._resolve_loras(req.loras)
 
         try:
-            self._pipelines.load_gpu_pipeline("fast")
+            self._pipelines.load_gpu_pipeline("fast", loras=loras)
             self._generation.start_generation(generation_id)
 
             output_path = self.generate_video(
@@ -152,6 +158,7 @@ def get_9_16_size(res: str) -> tuple[int, int]:
                 seed=seed,
                 camera_motion=req.cameraMotion,
                 negative_prompt=req.negativePrompt,
+                loras=loras,
             )
 
             self._generation.complete_generation(output_path)
@@ -168,6 +175,12 @@ def get_9_16_size(res: str) -> tuple[int, int]:
 
             raise HTTPError(500, str(e)) from e
 
+    def _resolve_loras(self, loras: list[LoraEntry]) -> list[tuple[str, float]]:
+        try:
+            return [(str(resolve_lora_ref(self.models_dir, e.ref)), e.scale) for e in loras]
+        except ValueError as exc:
+            raise HTTPError(400, str(exc)) from exc
+
     def generate_video(
         self,
         prompt: str,
@@ -179,6 +192,7 @@ def generate_video(
         seed: int,
         camera_motion: VideoCameraMotion,
         negative_prompt: str,
+        loras: list[tuple[str, float]] | None = None,
     ) -> str:
         t_total_start = time.perf_counter()
         gen_mode = "i2v" if image is not None else "t2v"
@@ -191,7 +205,7 @@ def generate_video(
 
         self._generation.update_progress("loading_model", 5, 0, total_steps)
         t_load_start = time.perf_counter()
-        pipeline_state = self._pipelines.load_gpu_pipeline("fast")
+        pipeline_state = self._pipelines.load_gpu_pipeline("fast", loras=loras)
         t_load_end = time.perf_counter()
         logger.info("[%s] Pipeline load: %.2fs", gen_mode, t_load_end - t_load_start)
 
@@ -228,16 +242,17 @@ def generate_video(
             width = round(width / 64) * 64
 
             t_inference_start = time.perf_counter()
-            pipeline_state.pipeline.generate(
-                prompt=enhanced_prompt,
-                seed=seed,
-                height=height,
-                width=width,
-                num_frames=num_frames,
-                frame_rate=fps,
-                images=images,
-                output_path=str(output_path),
-            )
+            with log_heartbeat(f"{gen_mode} inference"):
+                pipeline_state.pipeline.generate(
+                    prompt=enhanced_prompt,
+                    seed=seed,
+                    height=height,
+                    width=width,
+                    num_frames=num_frames,
+                    frame_rate=fps,
+                    images=images,
+                    output_path=str(output_path),
+                )
             t_inference_end = time.perf_counter()
             logger.info("[%s] Inference: %.2fs", gen_mode, t_inference_end - t_inference_start)
 
@@ -284,12 +299,13 @@ def _generate_a2v(
         if image_path:
             image = self._prepare_image(image_path, width, height)
 
-        seed = self._resolve_seed()
+        seed = req.seed if req.seed is not None else self._resolve_seed()
+        loras = self._resolve_loras(req.loras)
 
         generation_id = self._make_generation_id()
 
         try:
-            a2v_state = self._pipelines.load_a2v_pipeline()
+            a2v_state = self._pipelines.load_a2v_pipeline(loras=loras)
             self._generation.start_generation(generation_id)
 
             enhanced_prompt = req.prompt + self.config.camera_motion_prompts.get(req.cameraMotion, "")
@@ -382,17 +398,7 @@ def _make_generation_id() -> str:
 
     @staticmethod
     def _compute_num_frames(duration: int, fps: int) -> int:
-        n = ((duration * fps) // 8) * 8 + 1
-        return max(n, 9)
-
-    def _resolve_seed(self) -> int:
-        settings = self.state.app_settings
-        if settings.seed_locked:
-            logger.info("Using locked seed: %s", settings.locked_seed)
-            return settings.locked_seed
-        if self.config.dev_mode:
-            return 1000
-        return int(time.time()) % 2147483647
+        return compute_num_frames(duration, fps)
 
     def _make_output_path(self) -> Path:
         timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
diff --git a/backend/handlers/video_resolution.py b/backend/handlers/video_resolution.py
new file mode 100644
index 000000000..3a5bf24e2
--- /dev/null
+++ b/backend/handlers/video_resolution.py
@@ -0,0 +1,90 @@
+"""Local source-video prep shared by the retake and extend local paths.
+
+The local pipeline needs width/height divisible by 32 and a frame count of the form
+``8k+1``. Rather than rejecting inputs that don't comply (standard 1080p isn't ÷32 in
+height; arbitrary clips rarely land on 8k+1), we correct both: snap resolution down to a
+÷32 size (never above source) and trim the frame count down to the nearest ``8k+1``.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import TYPE_CHECKING
+
+from _routes._errors import HTTPError
+
+if TYPE_CHECKING:
+    from api_types import TargetResolution
+
+_SPATIAL_FACTOR = 32
+# VAE temporal downscale: valid frame counts are 8k+1. Single source of truth for the
+# 8-frame rule (extend's snap-up and video generation's frame math reuse this).
+TIME_FACTOR = 8
+_MIN_FRAMES = 9  # smallest usable clip (2 latent frames).
+
+# The source is user-selected from anywhere on disk (file dialog / drag-drop), so it can't
+# be confined to the app dirs. We require a real regular file with a recognized video
+# extension instead — enough to keep the localhost endpoint from being coerced into
+# reading/uploading an arbitrary file (e.g. ~/.ssh/id_rsa) on the cloud path.
+_ALLOWED_SOURCE_SUFFIXES = frozenset({".mp4", ".mov", ".avi", ".webm", ".mkv"})
+
+
+def validate_source_video_path(video_path: str) -> Path:
+    """Resolve and sanity-check a caller-supplied source video path before use."""
+    if not video_path:
+        raise HTTPError(400, "Missing video_path parameter")
+    resolved = Path(video_path).resolve()
+    if not resolved.is_file():
+        raise HTTPError(400, f"Video file not found: {video_path}")
+    if resolved.suffix.lower() not in _ALLOWED_SOURCE_SUFFIXES:
+        raise HTTPError(400, "Unsupported video file type")
+    return resolved
+
+
+def read_source_metadata(video_path: str) -> tuple[float, int, int, int]:
+    """Return (fps, width, height, frames). Frame count and resolution are corrected
+    downstream (not rejected)."""
+    from ltx_pipelines.utils.media_io import get_videostream_metadata
+
+    try:
+        meta = get_videostream_metadata(video_path)
+    except Exception as exc:  # av.open & friends raise lib-specific errors on bad input
+        raise HTTPError(400, "Couldn't read video file; it may be corrupt or unsupported.") from exc
+    return meta.fps, meta.width, meta.height, meta.frames
+
+
+def correct_frame_count(frames: int) -> int:
+    """Trim the frame count down to the nearest valid ``8k+1`` (never fabricating frames)."""
+    corrected = ((frames - 1) // TIME_FACTOR) * TIME_FACTOR + 1
+    if corrected < _MIN_FRAMES:
+        raise HTTPError(400, f"Video is too short: it must have at least {_MIN_FRAMES} frames.")
+    return corrected
+
+
+def correct_resolution(
+    target_width: int,
+    target_height: int,
+    *,
+    source_width: int,
+    source_height: int,
+) -> tuple[int, int]:
+    # Never upscale, then snap each edge down to a multiple of 32 (min one tile).
+    width = min(target_width, source_width)
+    height = min(target_height, source_height)
+    width = max(_SPATIAL_FACTOR, (width // _SPATIAL_FACTOR) * _SPATIAL_FACTOR)
+    height = max(_SPATIAL_FACTOR, (height // _SPATIAL_FACTOR) * _SPATIAL_FACTOR)
+    return width, height
+
+
+def resolve_target_resolution(
+    resolution: TargetResolution | None,
+    source_width: int,
+    source_height: int,
+) -> tuple[int, int]:
+    """Resolve the effective output size: the requested resolution if given, else the
+    source — always corrected to a valid (÷32, not-upscaled) size."""
+    target_width = resolution.width if resolution else source_width
+    target_height = resolution.height if resolution else source_height
+    return correct_resolution(
+        target_width, target_height, source_width=source_width, source_height=source_height
+    )
diff --git a/backend/ic_lora_preprocessing.py b/backend/ic_lora_preprocessing.py
new file mode 100644
index 000000000..6ce4bd4f8
--- /dev/null
+++ b/backend/ic_lora_preprocessing.py
@@ -0,0 +1,166 @@
+"""IC-LoRA preprocessing pipeline: turn user input into an IC-LoRA control video."""
+
+from __future__ import annotations
+
+import uuid
+from collections.abc import Callable
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Literal
+
+import numpy as np
+
+from api_types import PreprocessingStep
+from frame_math import snap_to_frame_grid
+from services.interfaces import VideoProcessor
+
+
+@dataclass(frozen=True, slots=True)
+class MediaArtifact:
+    path: str
+    kind: Literal["image", "video"]
+    fps: float | None = None
+    frame_count: int | None = None
+    # Outpainting only: path to the keep=white/pad=black conditioning-attention mask video.
+    mask_path: str | None = None
+
+
+@dataclass(frozen=True, slots=True)
+class OutpaintParams:
+    # Pixels to add on each edge of the source. Extend-only (all ≥ 0, no crop); the UI emits
+    # these directly from the canvas editor (aspect presets are computed front-end into pads).
+    left: int
+    right: int
+    top: int
+    bottom: int
+
+
+@dataclass
+class PreprocessingContext:
+    num_frames: int
+    outputs_dir: Path
+    video_processor: VideoProcessor
+    outpaint: OutpaintParams | None = None
+
+
+PreprocessingUtility = Callable[[MediaArtifact, dict[str, object], PreprocessingContext], MediaArtifact]
+
+
+def _coerce_frame_count(n: int) -> int:
+    # Pipeline requires (n - 1) % 8 == 0. floor=1: a 1-frame image still yields a valid clip.
+    return snap_to_frame_grid(n, floor=1)
+
+
+def _image_to_frames(
+    artifact: MediaArtifact, params: dict[str, object], ctx: PreprocessingContext
+) -> MediaArtifact:
+    if artifact.kind != "image":
+        raise ValueError("image_to_frames requires an image input")
+    fps = float(params.get("fps", 24))  # type: ignore[arg-type]
+    count = _coerce_frame_count(ctx.num_frames)
+    frame = ctx.video_processor.read_image(artifact.path)
+    h, w = frame.shape[0], frame.shape[1]
+    out_path = str(ctx.outputs_dir / f"_ic_lora_frames_{uuid.uuid4().hex[:8]}.mp4")
+    writer = ctx.video_processor.create_writer(out_path, fourcc="mp4v", fps=fps, size=(int(w), int(h)))
+    for _ in range(count):
+        writer.write(frame)
+    ctx.video_processor.release(writer)
+    return MediaArtifact(path=out_path, kind="video", fps=fps, frame_count=count)
+
+
+def _outpaint_canvas(
+    artifact: MediaArtifact, params: dict[str, object], ctx: PreprocessingContext
+) -> MediaArtifact:
+    """Center the source video on a larger green canvas and emit a keep/pad mask video.
+
+    The pad region is filled chroma-green (the training distribution) and the mask marks
+    the kept region white (preserve the reference) and the pad black (generate freely) — the
+    polarity the upstream `conditioning_attention_mask` expects. The mask is static across
+    time and gets the same frame count as the conditioning video.
+    """
+    del params  # pads come from ctx.outpaint, not static catalog params
+    if artifact.kind != "video":
+        raise ValueError("outpaint_canvas requires a video input")
+    if ctx.outpaint is None:
+        raise ValueError("outpaint_canvas requires outpaint params on the context")
+
+    cap = ctx.video_processor.open_video(artifact.path)
+    cond_writer = None
+    mask_writer = None
+    try:
+        info = ctx.video_processor.get_video_info(cap)
+        src_w, src_h = int(info["width"]), int(info["height"])
+        if src_w <= 0 or src_h <= 0:
+            raise ValueError("could not read source video dimensions for outpainting")
+        fps = float(info["fps"]) or 24.0
+        frame_count = int(info["frame_count"])
+
+        left, right, top, bottom = (ctx.outpaint.left, ctx.outpaint.right, ctx.outpaint.top, ctx.outpaint.bottom)
+        # Defense in depth (the canvas UI already enforces this): extend-only, no crop, and each
+        # edge capped at +100% of its axis so a stray request can't blow up the canvas.
+        if min(left, right, top, bottom) < 0:
+            raise ValueError("outpaint pads must be non-negative (extend-only, no crop)")
+        if left > src_w or right > src_w or top > src_h or bottom > src_h:
+            raise ValueError("outpaint pad exceeds +100% of the source dimension")
+        new_w, new_h = src_w + left + right, src_h + top + bottom
+        # mp4 encoders want even dimensions — absorb any odd pixel into the trailing pad.
+        if new_w % 2:
+            right += 1
+            new_w += 1
+        if new_h % 2:
+            bottom += 1
+            new_h += 1
+
+        cond_path = str(ctx.outputs_dir / f"_outpaint_{uuid.uuid4().hex[:8]}.mp4")
+        mask_path = str(ctx.outputs_dir / f"_outpaint_mask_{uuid.uuid4().hex[:8]}.mp4")
+        cond_writer = ctx.video_processor.create_writer(cond_path, fourcc="mp4v", fps=fps, size=(new_w, new_h))
+        mask_writer = ctx.video_processor.create_writer(mask_path, fourcc="mp4v", fps=fps, size=(new_w, new_h))
+
+        # The keep/pad mask is static across time — write one frame; _load_mask_tensor repeats
+        # it to the clip length, so we avoid encoding N identical frames.
+        mask_frame = np.zeros((new_h, new_w, 3), dtype=np.uint8)
+        mask_frame[top : top + src_h, left : left + src_w] = 255
+        mask_writer.write(mask_frame)
+
+        written = 0
+        for _ in range(frame_count):
+            frame = ctx.video_processor.read_frame(cap)
+            if frame is None:
+                break
+            # Rotated / VFR / corrupt clips can decode frames that don't match the probed size;
+            # stop cleanly rather than letting the paste raise a broadcast error mid-write.
+            if frame.shape[:2] != (src_h, src_w):
+                break
+            canvas = np.empty((new_h, new_w, 3), dtype=np.uint8)
+            canvas[:] = (0, 255, 0)  # BGR chroma green in the pad region
+            canvas[top : top + src_h, left : left + src_w] = frame
+            cond_writer.write(canvas)
+            written += 1
+
+        return MediaArtifact(path=cond_path, kind="video", fps=fps, frame_count=written, mask_path=mask_path)
+    finally:
+        ctx.video_processor.release(cap)
+        if cond_writer is not None:
+            ctx.video_processor.release(cond_writer)
+        if mask_writer is not None:
+            ctx.video_processor.release(mask_writer)
+
+
+PREPROCESSING_UTILITIES: dict[str, PreprocessingUtility] = {
+    "image_to_frames": _image_to_frames,
+    "outpaint_canvas": _outpaint_canvas,
+}
+
+
+def run_preprocessing(
+    steps: list[PreprocessingStep],
+    input_artifact: MediaArtifact,
+    ctx: PreprocessingContext,
+) -> MediaArtifact:
+    artifact = input_artifact
+    for step in steps:
+        utility = PREPROCESSING_UTILITIES[step.utility]  # KeyError on unknown utility
+        artifact = utility(artifact, dict(step.params), ctx)
+    if artifact.kind != "video":
+        raise ValueError("Preprocessing pipeline must end in a video artifact")
+    return artifact
diff --git a/backend/ltx2_server.py b/backend/ltx2_server.py
index 56af79f45..4878ec412 100644
--- a/backend/ltx2_server.py
+++ b/backend/ltx2_server.py
@@ -23,10 +23,23 @@
 import logging
 from pathlib import Path
 
-# Note: expandable_segments is not supported on all platforms
+# expandable_segments reduces CUDA allocator fragmentation near full VRAM (helps long/large
+# IC-LoRA runs). Not supported on all platforms (older Windows / non-CUDA) — PyTorch warns and
+# ignores it there. Must be set before importing torch; setdefault lets an explicit env override.
+os.environ.setdefault("PYTORCH_CUDA_ALLOC_CONF", "expandable_segments:True")
 
 import torch
 
+# macOS: stage mps-sdpa's prebuilt zero-copy attention extension cache before mps-sdpa
+# is imported, so it loads without a runtime compiler. This MUST run before the patch
+# imports below: several of them transitively import mps_sdpa (via ltx_core/ltx_pipelines
+# attention), and mps-sdpa decides mpsgraph_zc's availability at its first import — if that
+# happens before this patch, the zero-copy backend fails to JIT-build on a clean Mac and
+# silently falls back to the leaky pyobjc backend. No-op off Darwin. See
+# backend/mps_prebuilt_ext.py and docs/mps-attention-memory-leak.md.
+import mps_prebuilt_ext as _mps_prebuilt_ext  # pyright: ignore[reportUnusedImport]
+_mps_prebuilt_ext.setup_prebuilt_mps_extension()
+
 import services.patches.record_stream_fix as _record_stream_fix  # pyright: ignore[reportUnusedImport]  # Remove once ltx-core includes the fix
 del _record_stream_fix
 import services.patches.safetensors_loader_fix as _safetensors_loader_fix  # pyright: ignore[reportUnusedImport]  # Remove once safetensors/PyTorch fix the mmap issue
@@ -35,6 +48,10 @@
 del _safetensors_metadata_fix
 import services.patches.pinned_pool_fix as _pinned_pool_fix  # pyright: ignore[reportUnusedImport]  # Remove once ltx-core restores bounded pinned pool
 del _pinned_pool_fix
+import services.patches.ic_lora_stage2_lora as _ic_lora_stage2_lora  # pyright: ignore[reportUnusedImport]  # EXPERIMENTAL: remove once upstream ships PR #494 (use_lora_in_stage_2)
+del _ic_lora_stage2_lora
+import services.patches.diffusion_stage_cache as _diffusion_stage_cache  # pyright: ignore[reportUnusedImport]  # EXPERIMENTAL: remove once DiffusionStage caches/reuses identical builds upstream
+del _diffusion_stage_cache
 
 from state.app_settings import AppSettings
 
@@ -42,8 +59,17 @@
 # Logging Configuration
 # ============================================================
 
+import io
 import platform
 
+# Windows consoles default to a legacy code page (e.g. cp1252) that can't encode
+# non-ASCII log content — the arrows in the LTX API logs, but also accented file paths or
+# provider error strings — which crashes the logging handler's emit(). Force UTF-8 on the
+# log streams so logging can never fail on an unencodable character.
+for _stream in (sys.stdout, sys.stderr):
+    if isinstance(_stream, io.TextIOWrapper):
+        _stream.reconfigure(encoding="utf-8", errors="backslashreplace")
+
 # Backend logs to console only — Electron captures stdout/stderr and writes
 # them to the session log file. This ensures *all* output (including early
 # import errors and unhandled tracebacks) reaches the log, not just messages
@@ -54,6 +80,10 @@
 logging.basicConfig(level=logging.INFO, handlers=[console_handler])
 logger = logging.getLogger(__name__)
 
+# Now that logging is configured, report which mps-sdpa attention backend is live
+# (the setup call at import time logs too early to be captured). No-op off Darwin.
+_mps_prebuilt_ext.log_mps_backend_status()
+
 # ============================================================
 # SageAttention Integration
 # ============================================================
@@ -69,6 +99,16 @@
 
         _SAGE_SUPPORTED_HEADDIMS = {64, 96, 128}
 
+        @torch.compiler.disable(recursive=True)  # type: ignore[reportUntypedFunctionDecorator]
+        def _sageattn_call(query: torch.Tensor, key: torch.Tensor, value: torch.Tensor, is_causal: bool) -> torch.Tensor:
+            # torch.compile must not trace into sageattn's Python internals (quant.py,
+            # core.py): it bakes the current call's shapes into the compiled graph's
+            # guards, which then hard-fails (ConstraintViolationError) on any later call
+            # with different video/audio dimensions. Disabling keeps this call eager —
+            # a graph break here, not a recompile — while the surrounding transformer
+            # forward stays compiled.
+            return cast(torch.Tensor, sageattn(query, key, value, is_causal=is_causal, tensor_layout="HND"))  # type: ignore[reportUnnecessaryCast]
+
         def patched_sdpa(
             query: torch.Tensor,
             key: torch.Tensor,
@@ -87,7 +127,7 @@ def patched_sdpa(
                     and dropout_p == 0.0
                     and query.shape[-1] in _SAGE_SUPPORTED_HEADDIMS
                 ):
-                    return cast(torch.Tensor, sageattn(query, key, value, is_causal=is_causal, tensor_layout="HND"))  # type: ignore[reportUnnecessaryCast]
+                    return _sageattn_call(query, key, value, is_causal)
                 else:
                     return _original_sdpa(query, key, value, attn_mask=attn_mask,
                                          dropout_p=dropout_p, is_causal=is_causal, scale=scale, **kwargs)
@@ -115,11 +155,11 @@ def patched_sdpa(
 
 
 def _get_device() -> torch.device:
-    if torch.cuda.is_available():
-        return torch.device("cuda")
-    if hasattr(torch.backends, "mps") and torch.backends.mps.is_available():
-        return torch.device("mps")
-    return torch.device("cpu")
+    # Delegates to ltx_core's device selection (CUDA -> MPS -> CPU) so the app and the
+    # inference library agree on the preferred device, including MPS on Apple Silicon.
+    from ltx_core.devices import get_preferred_device
+
+    return get_preferred_device()
 
 
 DEVICE = _get_device()
@@ -173,20 +213,30 @@ def _resolve_local_generations_mode() -> LocalGenerationMode:
     gpu_info = GpuInfoImpl()
     system = platform.system()
     cuda_available = gpu_info.get_cuda_available()
+    mps_available = gpu_info.get_mps_available()
     vram_gb = gpu_info.get_vram_total_gb()
+    # On Darwin there's no discrete VRAM (unified memory), so gate on *available* RAM,
+    # not total — total overstates real headroom once the OS/Electron/app are running.
+    # See GpuInfoImpl.get_available_ram_gb.
+    available_ram_gb = gpu_info.get_available_ram_gb() if system == "Darwin" else None
 
     # Server-owned source of truth for mode selection.
     mode = decide_local_generation_mode(
         system=system,
         cuda_available=cuda_available,
         vram_gb=vram_gb,
+        mps_available=mps_available,
+        ram_gb=available_ram_gb,
     )
     logger.info(
-        "Runtime policy local_generations_mode=%s (system=%s cuda_available=%s vram_gb=%s)",
+        "Runtime policy local_generations_mode=%s (system=%s cuda_available=%s mps_available=%s "
+        "vram_gb=%s available_ram_gb=%s)",
         mode,
         system,
         cuda_available,
+        mps_available,
         vram_gb,
+        available_ram_gb,
     )
     return mode
 
@@ -223,7 +273,8 @@ def _resolve_local_generations_mode() -> LocalGenerationMode:
     dev_mode=os.environ.get("LTX_DEV_MODE") == "1",
     hf_oauth_client_id=HF_OAUTH_CLIENT_ID,
     backend_port=int(os.environ.get("LTX_PORT", "") or PORT),
-    hf_gating_enabled=os.environ.get("LTX_HF_GATING_ENABLED") == "1",
+    lora_catalog_source=str(Path(__file__).parent / "runtime_config" / "lora_catalog.json"),
+    lora_catalog_fallback_path=str(Path(__file__).parent / "runtime_config" / "lora_catalog.json"),
 )
 
 handler = build_initial_state(runtime_config, DEFAULT_APP_SETTINGS)
@@ -258,7 +309,13 @@ def log_hardware_info() -> None:
 
     logger.info(f"Platform: {platform.system()} ({platform.machine()})")
     logger.info(f"Device: {DEVICE}  |  Dtype: {DTYPE}")
-    logger.info(f"GPU: {gpu_info['name']}  |  VRAM: {vram_gb} GB")
+    gpu_line = f"GPU: {gpu_info['name']}  |  VRAM: {vram_gb} GB"
+    # On Apple Silicon there's no discrete VRAM — the figure above is total unified
+    # memory. Local generation is gated on *available* RAM at startup, so surface it.
+    if gpu.get_mps_available():
+        avail = gpu.get_available_ram_gb()
+        gpu_line += f"  |  Available RAM: {avail if avail is not None else '?'} GB"
+    logger.info(gpu_line)
     logger.info(f"SageAttention: {'enabled' if use_sage_attention else 'disabled'}")
     logger.info(f"Python: {sys.version.split()[0]}  |  Torch: {torch.__version__}")
 
diff --git a/backend/mps_prebuilt_ext.py b/backend/mps_prebuilt_ext.py
new file mode 100644
index 000000000..e36514e66
--- /dev/null
+++ b/backend/mps_prebuilt_ext.py
@@ -0,0 +1,172 @@
+"""Make mps-sdpa's zero-copy `mpsgraph_zc` backend load from a bundled prebuilt
+binary — with no compiler, ninja, or recompile on the user's machine.
+
+Background
+----------
+mps-sdpa's fast attention backend (`mpsgraph_zc`) is a torch C++/Obj-C++ extension.
+mps-sdpa loads it via ``torch.utils.cpp_extension.load()`` (JIT), which — even for a
+warm, bundled cache — re-derives an absolute-path compile command and asks ninja to
+"rebuild"; because the cache was built at a different path than where it runs, ninja
+recompiles → needs Xcode Command Line Tools. End users don't have those, so it falls
+back to the pure-pyobjc `mpsgraph` backend, which leaks Metal memory per attention
+call and OOMs longer generations (see docs/mps-attention-memory-leak.md).
+
+Fix: the extension is pre-compiled at build time (prepare-python.sh Step 6.5) and
+bundled. Here we intercept ``cpp_extension.load(name="mps_sdpa_zc_ext", ...)`` and
+**import the bundled .so directly** (like a normal compiled module) instead of
+rebuilding it. The .so resolves its libtorch symbols from the already-loaded torch
+in-process, so it's location-independent and needs no toolchain. Import this at
+backend startup, BEFORE mps-sdpa is first imported.
+"""
+
+from __future__ import annotations
+
+import importlib.util
+import logging
+import os
+import sys
+from pathlib import Path
+from typing import Any
+
+from server_utils.units import gib
+
+logger = logging.getLogger(__name__)
+
+_EXT_NAME = "mps_sdpa_zc_ext"
+
+
+def _prebuilt_so() -> Path | None:
+    """The bundled ``mps_sdpa_zc_ext.so`` (electron sets LTX_MPS_EXT_PREBUILT_DIR)."""
+    d = os.environ.get("LTX_MPS_EXT_PREBUILT_DIR")
+    if not d:
+        return None
+    so = Path(d) / f"{_EXT_NAME}.so"
+    return so if so.is_file() else None
+
+
+def setup_prebuilt_mps_extension() -> None:
+    if sys.platform != "darwin":
+        return
+
+    so = _prebuilt_so()
+    if so is None:
+        logger.info("mps_prebuilt_ext: no bundled prebuilt .so; torch will JIT-build if a compiler is present")
+        return
+
+    try:
+        from torch.utils import cpp_extension as _cppext  # noqa: PLC0415
+    except Exception:
+        logger.warning("mps_prebuilt_ext: torch.utils.cpp_extension unavailable; skipping", exc_info=True)
+        return
+
+    _orig_load = _cppext.load  # pyright: ignore[reportUnknownMemberType, reportUnknownVariableType]
+    _cached: dict[str, object] = {}
+
+    def _patched_load(name: Any = None, *args: Any, **kwargs: Any) -> Any:  # noqa: A002
+        if name == _EXT_NAME:
+            mod = _cached.get(_EXT_NAME)
+            if mod is not None:
+                return mod
+            try:
+                spec = importlib.util.spec_from_file_location(_EXT_NAME, str(so))
+                if spec is not None and spec.loader is not None:
+                    mod = importlib.util.module_from_spec(spec)
+                    # Register before exec so the module is importable by name (normal
+                    # import semantics) during its own execution; undo on failure.
+                    sys.modules[_EXT_NAME] = mod
+                    try:
+                        spec.loader.exec_module(mod)  # type: ignore[union-attr]
+                    except Exception:
+                        sys.modules.pop(_EXT_NAME, None)
+                        raise
+                    _cached[_EXT_NAME] = mod
+                    return mod
+            except Exception:
+                logger.warning(
+                    "mps_prebuilt_ext: direct import of bundled %s failed; falling back to torch JIT",
+                    so, exc_info=True,
+                )
+        return _orig_load(name, *args, **kwargs)
+
+    _cppext.load = _patched_load  # pyright: ignore[reportUnknownMemberType]
+    logger.info("mps_prebuilt_ext: cpp_extension.load patched to direct-import bundled %s", so)
+
+
+def log_mps_backend_status() -> None:
+    """Log which mps-sdpa attention backend is actually active.
+
+    Distinguishes the fast bounded `mpsgraph_zc` from the leaky pyobjc `mpsgraph`
+    fallback — the transformer's own "attention backends -- self: MPS-SDPA" line
+    cannot. Call AFTER logging is configured. Importing mps_sdpa here also
+    triggers the (already-patched) extension load, so this reflects the real
+    in-process state. No-op off Darwin.
+    """
+    if sys.platform != "darwin":
+        return
+    try:
+        from mps_sdpa import api  # noqa: PLC0415  # type: ignore[reportMissingModuleSource]
+
+        st = api.backend_status(backend="auto", device="mps")
+        logger.info(
+            "mps-sdpa attention backend: picked=%s active=%s available=%s",
+            st["picked"], st["active"], st["available"],
+        )
+        if st["picked"] != "mpsgraph_zc":
+            logger.warning(
+                "mps-sdpa: fast zero-copy 'mpsgraph_zc' NOT active (picked=%s) — "
+                "attention may leak Metal memory. unavailable=%s",
+                st["picked"], st.get("unavailable"),
+            )
+    except Exception:
+        logger.warning("mps-sdpa: could not determine active attention backend", exc_info=True)
+
+
+def _mps_sdpa_call_stats() -> str:
+    """Per-call attention backend counts, e.g. 'mpsgraph_zc=1200 mpsgraph=0 stock=0'.
+
+    This is the definitive signal that the fast zero-copy backend is actually
+    serving calls — the transformer's "MPS-SDPA" name cannot distinguish it from
+    the leaky pyobjc fallback. Empty string if the stats API is unavailable.
+    """
+    try:
+        from mps_sdpa import api  # noqa: PLC0415  # type: ignore[reportMissingModuleSource]
+
+        stats = api.get_call_stats()
+        return " ".join(f"{k}={v}" for k, v in sorted(stats.items())) or "(no calls yet)"
+    except Exception:
+        return ""
+
+
+def reset_mps_sdpa_stats() -> None:
+    """Zero the per-call sdpa backend counters so a run's counts start fresh. No-op off MPS."""
+    import torch  # noqa: PLC0415
+
+    if sys.platform != "darwin" or not torch.backends.mps.is_available():
+        return
+    try:
+        from mps_sdpa import api  # noqa: PLC0415  # type: ignore[reportMissingModuleSource]
+
+        api.reset_call_stats()
+    except Exception:
+        pass
+
+
+def mps_memory_sample() -> str | None:
+    """One-line MPS memory + active-sdpa-backend snapshot, or None when not on MPS.
+
+    driver-allocated climbing while torch-tracked (current) stays flat is the
+    pyobjc-fallback leak signature; the sdpa counts show which backend served calls.
+    Intended to be called on an interval by the generic heartbeat (server_utils.heartbeat).
+    """
+    import torch  # noqa: PLC0415
+
+    if sys.platform != "darwin" or not torch.backends.mps.is_available():
+        return None
+    try:
+        cur = gib(torch.mps.current_allocated_memory())
+        drv = gib(torch.mps.driver_allocated_memory())
+        mx = gib(torch.mps.recommended_max_memory())
+        return f"torch={cur:.2f}GiB driver={drv:.2f}GiB max={mx:.2f}GiB | sdpa: {_mps_sdpa_call_stats()}"
+    except Exception:
+        logger.warning("[mps-mem] sample failed", exc_info=True)
+        return None
diff --git a/backend/performance_runner/.gitignore b/backend/performance_runner/.gitignore
new file mode 100644
index 000000000..cb23010e2
--- /dev/null
+++ b/backend/performance_runner/.gitignore
@@ -0,0 +1,4 @@
+# Run artifacts (logs, soak CSVs, sanity results) — all under dashboard_runs/
+dashboard_runs/
+__pycache__/
+.DS_Store
diff --git a/backend/performance_runner/README.md b/backend/performance_runner/README.md
new file mode 100644
index 000000000..999870014
--- /dev/null
+++ b/backend/performance_runner/README.md
@@ -0,0 +1,177 @@
+# Performance Runner
+
+A performance & validation harness for the LTX Desktop backend. It drives real
+generations over HTTP, samples GPU VRAM (and host RAM) via `nvidia-smi` / psutil,
+and reports on memory, VRAM fit per GPU tier, VRAM headroom (OOM margin), throughput
+(realtime factor), thermal/throttle + energy per generation, cold-start latency, output
+integrity (resolution/duration/fps/audio + file size/bitrate), and correctness — all from
+a local dashboard (or the CLI).
+
+Everything runs against the same backend the app uses, so what you measure is
+what ships. Because LTX Desktop runs on the *user's own* GPU and shares their
+machine, the harness leans on desktop-shaped questions: will a config fit a 12 GB
+card, does it leak into system RAM, how slow is the first generation after launch.
+
+## Platforms
+
+The harness adapts to the GPU it finds; the dashboard detects the platform (via the
+backend's `/api/gpu-info`) and hides whatever isn't measurable on your machine.
+
+- **CUDA (Windows / Linux, discrete NVIDIA)** — the full suite. Memory is discrete
+  **VRAM** sampled with `nvidia-smi`: the soak's VRAM-floor leak gate, per-tier fit +
+  headroom (OOM margin), and temp/clock throttle. The cache-patch and Torch-Compile
+  toggles and the runs that depend on them (soak, pair, control, A/B, decompose) apply.
+- **Apple Silicon (MPS)** — Torch Compile and the cache patch are no-ops here, so those
+  toggles and the patch/compile-specific runs (and the soak-trend chart) don't appear.
+  What runs: the **scenario sweeps** and **cold-start**. There's no discrete VRAM, so the
+  memory signal is **unified / host RAM** — free RAM (the number that gates local
+  generation at server start), swap pressure, and how close the process sits to the MPS
+  memory ceiling (driver-allocated vs recommended-max). VRAM fit tiers, headroom %, and
+  the throttle heuristic need `nvidia-smi` and are CUDA-only.
+
+## What it does
+
+| Tool | Question it answers |
+|---|---|
+| **Soak** (`soak_test.py`) | Does memory leak across many back-to-back generations? Gates on a flat inter-generation VRAM **floor**; also tracks the host-RAM floor (spill), GPU temp/clock (throttle), throughput (× realtime), and energy per gen. |
+| **Correctness A/B** (`output_ab.py`) | Fixed seed, a setting OFF vs ON — do the outputs match? (decoded-frame PSNR). |
+| **Decompose** (`decompose.py`) | How much wall-time does a given optimization save per generation? |
+| **Cold-start** (`coldstart.py`) | How long is the first generation after a fresh backend launch (model load / disk read / build) vs the warm steady state? |
+| **Sanity sweep** (`sanity.py` + `scenarios.py`) | Does the whole feature surface (t2v/i2v/a2v/ia2v/t2i/extend/retake/LoRA/IC-LoRA) still generate end-to-end? Records each scenario's **peak VRAM** (which card tier it fits + headroom %), **throughput** (× realtime), **energy**, and the output's resolution/size/bitrate, and reports an advisory **integrity** check (output vs request — never fails the sweep). Scenarios that need a LoRA/IC-LoRA are **skipped if it isn't downloaded** — availability is read from the app's own library (`/api/loras` + `/api/ic-loras`, the same source as `lora_catalog.json`), so a scenario references a catalog **id** and its weight path resolves from that listing. `--fast` caps to 540p/5s for a quick surface check. Collects each scenario's input + output into a viewer. |
+| **Dashboard** (`dashboard/`) | One local page to launch all of the above, flip toggles, watch logs, and chart trends. |
+
+Every gate tool exits non-zero on FAIL, so the same scripts can gate CI.
+
+## Quick start
+
+### Headless (recommended for perf) — one command
+
+```bash
+pnpm perf:dev
+```
+
+Starts the backend **headless** (no Electron/frontend, so nothing else touches the
+GPU), injects an auth token into both the backend and the dashboard, and opens the
+dashboard in a browser. Ctrl+C stops both.
+
+> Headless reuses the models the app has already downloaded/activated. If none is
+> loaded, open the app once to fetch a model, then re-run.
+
+> The runner measures **local** generation. The backend decides local-vs-API at
+> startup from the hardware available *at that moment* — on Apple Silicon, the **free**
+> (not total) unified RAM, since the GPU shares system memory. If it comes up in
+> API-only mode, `perf:dev` stops and asks you to free RAM (close memory-heavy apps)
+> and re-run, rather than opening a dashboard with no local work to measure.
+
+> **`perf:dev` measures the dev backend** — the same interpreter `pnpm dev` uses, with
+> the app's generation env mirrored (auth, app-data dir, MPS CPU-fallback). On CUDA that's
+> representative of what ships. On Apple Silicon the packaged app loads a prebuilt zero-copy
+> mps-sdpa extension that a dev run JIT-builds instead, so the attention path — and its
+> memory profile — can differ from the released Mac build; treat Mac `perf:dev` numbers as
+> indicative, and point `run_dashboard.py` at the **running app** for release-accurate Mac
+> readings (at the cost of the app's own GPU/RAM contention).
+
+### Against the running app
+
+If the desktop app is already running, just launch the dashboard:
+
+```bash
+cd backend/performance_runner
+uv run python run_dashboard.py          # cross-platform; also run_dashboard.sh / .ps1
+# -> http://127.0.0.1:8750
+```
+
+Then paste the backend token (copy it from the app's **Logs** footer — the faint
+`•••••`) into the dashboard's token field.
+
+## The dashboard
+
+- **Header** — backend/token status and live memory telemetry: on CUDA, GPU
+  util / VRAM / temp / clock / power; on Apple Silicon, GPU name + unified-memory use,
+  free RAM (the local-gen gate), swap, and the MPS ceiling.
+- **Token** — paste it once; the header shows `token: set`.
+- **Toggles** — reflect the backend's live settings (cache patch, Torch Compile);
+  disabled while a run is in progress so they can't be flipped mid-run. Off CUDA
+  (e.g. Apple Silicon), Torch Compile and the cache patch have no effect, so these
+  toggles and the patch/compile-specific runs (soak, control, A/B, decompose) are
+  hidden — only the scenario sweeps and cold-start apply there.
+- **Run** — soak (cache on / control off / pair), A/B, decompose, cold-start,
+  sanity (wired / all / fast), or a single scenario from the dropdown. Each asks
+  for confirmation first; launch buttons disable while a run is active.
+- **Scenarios** — a scenario whose LoRA/IC-LoRA isn't downloaded is greyed out and
+  its `run scenario` button disabled, with a tooltip pointing at the app's library.
+  Download it there, then hit **↻ refresh** to re-check without restarting.
+- **Runs table** — live status, `N/50` progress, verdict, elapsed, and a **result**
+  column linking a run to its input/output viewer once ready. Per-row stop +
+  stop-all (confirmed). Survives a dashboard restart.
+- **Log + chart** — polled log pane (run log or backend session log) and a
+  scrollable soak floor/wall chart.
+
+All artifacts (logs, soak CSVs, sanity results) land in `dashboard_runs/`.
+
+## Interpreting a soak
+
+> CUDA only — the soak, VRAM fit tiers, headroom %, and thermal throttle all need
+> `nvidia-smi`. On Apple Silicon, use the scenario sweeps + cold-start and read memory
+> from the header's unified / free-RAM + MPS-ceiling telemetry.
+
+- **Floor slope ≤ 50 MiB/gen = PASS.** The inter-generation VRAM floor is the leak
+  signal; flat/plateauing = the evict reclaims correctly, rising = a leak.
+- **Wall-time drift is advisory, not a failure.** On a shared box (other GPU users)
+  wall time inflates with no leak at all, and it can't be told apart from a real
+  Windows shared-memory spill by wall time alone. If it drifts, re-run on an **idle**
+  box; if it persists with the GPU otherwise idle, suspect a spill.
+- **Host-RAM floor is advisory too.** A rising system-RAM floor across gens points at
+  a leak/spill into host memory (affects the whole machine, not just VRAM) — the
+  direct signal a wall-time drift only hints at.
+- **Thermal throttle is advisory.** If the SM clock trends down while the GPU is hot,
+  the summary flags `THROTTLING?` — another way wall-time can drift with no leak
+  (common on laptops / small-form desktops). The floor is still the gate.
+- Run a **cache-OFF control** of equal length to compare against.
+
+## CLI
+
+```bash
+cd backend/performance_runner
+uv run python soak_test.py --n 50 --label cache_on  --set-cache on
+uv run python soak_test.py --n 50 --label cache_off --set-cache off   # control
+uv run python soak_test.py --n 50 --pair                              # on + off + compare
+uv run python output_ab.py --seed 42 --run
+uv run python decompose.py --reps 5
+uv run python coldstart.py --warm 3        # run right after a fresh backend start
+uv run python sanity.py                    # wired scenarios; --only <key> / --include-unwired / --fast
+```
+
+Set `PERF_AUTH_TOKEN` (and optionally `LTX_PORT`) in the environment first. Each
+gate script (`soak_test`, `output_ab`, `sanity`) exits non-zero on FAIL for CI use.
+
+`ffprobe` (output-integrity checks) and `psutil` (host-RAM sampling) are optional:
+if either is missing the harness degrades gracefully — that metric is just omitted.
+
+## Configuration
+
+All backend-specific wiring lives in **`perf_config.py`** (base URL/port, auth
+token, the generation payload, and the settings toggles). Point the suite at a
+different backend by editing that one file. `nvidia-smi` VRAM sampling and the
+verdict logic are backend-agnostic.
+
+### Adding a scenario
+
+Add one `Scenario(...)` entry in **`scenarios.py`**; the sweep and the dashboard
+pick it up automatically. For a scenario that needs a catalog LoRA/IC-LoRA, name its
+**id** (from `lora_catalog.json`) in `required_loras` / `required_ic_loras` — the
+`loras[].ref`, downloaded status, and UI availability all resolve from the app's
+library via **`catalog.py`**. Non-catalog control weights (canny/depth union-control,
+depth processor) go in `required_files` as paths relative to `models_dir`, checked on
+disk.
+
+## Test assets
+
+`test_assets/` holds small, self-made fixtures used by the modality scenarios: a
+cartoon reference image (i2v/ia2v), a short TTS speech clip (a2v/ia2v), and a
+short reference video (extend/retake/IC-LoRA). Swap them freely.
+
+## Security
+
+The dashboard binds `127.0.0.1` only — it spawns processes and flips app settings,
+so never expose it on a network interface.
diff --git a/backend/performance_runner/catalog.py b/backend/performance_runner/catalog.py
new file mode 100644
index 000000000..f3bd20151
--- /dev/null
+++ b/backend/performance_runner/catalog.py
@@ -0,0 +1,107 @@
+"""SSOT client for the app's LoRA / IC-LoRA catalog.
+
+Resolves a scenario's catalog *id* against the app's library — /api/loras +
+/api/ic-loras, backed by the same runtime_config/lora_catalog.json the app ships —
+which report each item's download filename and on-disk `downloaded` status. A scenario
+names an id; its weight ref (``loras/<id>/<file>``) and availability come from here, the
+one place the app already owns them.
+
+Fetched once per process and cached; call refresh() (e.g. from the dashboard's
+refresh button) to pick up a LoRA downloaded mid-session. If the backend can't be
+reached, availability is reported as "unknown" (empty missing-list) so scenarios
+still run and surface the real backend error, mirroring models_dir()'s behaviour.
+"""
+
+from __future__ import annotations
+
+import perf_config
+
+# id -> {"downloaded": bool, "filename": str | None, "name": str}
+_LORAS: dict[str, dict[str, object]] | None = None
+_IC_LORAS: dict[str, dict[str, object]] | None = None
+_reachable = True
+
+
+def _index(items: object, item_key: str) -> dict[str, dict[str, object]]:
+    out: dict[str, dict[str, object]] = {}
+    if not isinstance(items, list):
+        return out
+    for it in items:
+        if not isinstance(it, dict):
+            continue
+        obj = it.get(item_key) or {}
+        cid = obj.get("id") if isinstance(obj, dict) else None
+        if not isinstance(cid, str):
+            continue
+        dl = obj.get("download") or {}
+        filename = None
+        if isinstance(dl, dict):
+            variants = dl.get("variants")
+            if isinstance(variants, list) and variants and isinstance(variants[0], dict):
+                # First variant is the catalog default checkpoint.
+                fn = variants[0].get("filename")
+                filename = fn if isinstance(fn, str) else None
+        out[cid] = {
+            "downloaded": bool(it.get("downloaded")),
+            "filename": filename,
+            "name": obj.get("name") or cid,
+        }
+    return out
+
+
+def _fetch(path: str, list_key: str, item_key: str) -> dict[str, dict[str, object]]:
+    global _reachable
+    try:
+        data = perf_config._get(path) or {}  # noqa: SLF001
+    except Exception:  # noqa: BLE001
+        _reachable = False
+        return {}
+    return _index(data.get(list_key) if isinstance(data, dict) else None, item_key)
+
+
+def _loras() -> dict[str, dict[str, object]]:
+    global _LORAS
+    if _LORAS is None:
+        _LORAS = _fetch("/api/loras", "loras", "lora")
+    return _LORAS
+
+
+def _ic_loras() -> dict[str, dict[str, object]]:
+    global _IC_LORAS
+    if _IC_LORAS is None:
+        _IC_LORAS = _fetch("/api/ic-loras", "ic_loras", "ic_lora")
+    return _IC_LORAS
+
+
+def refresh() -> None:
+    """Drop the cache so the next lookup re-fetches (e.g. after a mid-session download)."""
+    global _LORAS, _IC_LORAS, _reachable
+    _LORAS = _IC_LORAS = None
+    _reachable = True
+
+
+def lora_ref(lora_id: str) -> str | None:
+    """Generation-payload `ref` for a catalog LoRA: ``loras/<id>/<filename>`` (mirrors
+    runtime_config.resolve_lora_path). None if the id isn't in the catalog."""
+    info = _loras().get(lora_id)
+    fn = info.get("filename") if info else None
+    return f"loras/{lora_id}/{fn}" if fn else None
+
+
+def unavailable(required_loras: list[str], required_ic_loras: list[str]) -> list[str]:
+    """Display names of required catalog items that are NOT downloaded (empty = all
+    present). An unknown id (not in the catalog) is reported by its id. When the backend
+    is unreachable, returns [] so the scenario still runs and surfaces the real error."""
+    loras, ic_loras = _loras(), _ic_loras()
+    if not _reachable:
+        return []
+    missing: list[str] = []
+    for cid in required_loras:
+        info = loras.get(cid)
+        if not info or not info["downloaded"]:
+            missing.append(str(info["name"]) if info else cid)
+    for cid in required_ic_loras:
+        info = ic_loras.get(cid)
+        if not info or not info["downloaded"]:
+            missing.append(str(info["name"]) if info else cid)
+    return missing
diff --git a/backend/performance_runner/coldstart.py b/backend/performance_runner/coldstart.py
new file mode 100644
index 000000000..a84574022
--- /dev/null
+++ b/backend/performance_runner/coldstart.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python3
+"""Cold-start / first-generation latency.
+
+On desktop the FIRST generation after a fresh backend launch pays a one-time cost
+the user feels directly: model weights read from disk, moved to the GPU, and built.
+This tool measures that penalty. Run it right after starting the backend (before any
+other generation) for a true cold reading.
+
+    python coldstart.py --warm 3
+
+Reports:
+    cold        : gen 0 wall time (includes the model load / disk read / build)
+    warm median : median of the following gens (steady state)
+    penalty     : cold - warm  (the one-time first-generation cost)
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import statistics
+import time
+
+import perf_config
+
+
+def main() -> int:
+    """Exit code is always 0 — this is a measurement, not a pass/fail gate."""
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--warm", type=int, default=3, help="warm gens to run after the cold one")
+    ap.add_argument("--overrides", default="{}", help="JSON overrides for the gen payload")
+    args = ap.parse_args()
+    overrides = json.loads(args.overrides)
+
+    perf_config.wait_for_backend()
+    print(f"[coldstart] request: POST {perf_config.GENERATE_PATH} "
+          f"{json.dumps({**perf_config.GEN_PAYLOAD_TEMPLATE, **overrides})}")
+    times: list[float] = []
+    for i in range(1 + args.warm):
+        t0 = time.time()
+        perf_config.trigger_generation(overrides)
+        wall = time.time() - t0
+        print(f"[coldstart] gen {i} ({'cold' if i == 0 else 'warm'}): {wall:7.1f}s", flush=True)
+        times.append(wall)
+
+    cold = times[0]
+    warm = statistics.median(times[1:]) if len(times) > 1 else cold
+    penalty = cold - warm
+    print("\n===== COLD-START SUMMARY =====")
+    print(f"cold (gen 0)                    : {cold:.1f}s")
+    print(f"warm median                     : {warm:.1f}s")
+    print(f"first-gen penalty (cold - warm) : {penalty:+.1f}s")
+    print("NOTE: run right after a fresh backend start for a true cold reading.")
+    print(f"VERDICT: cold={cold:.1f}s  warm={warm:.1f}s  penalty={penalty:+.1f}s")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/backend/performance_runner/dashboard/app.js b/backend/performance_runner/dashboard/app.js
new file mode 100644
index 000000000..4cfdbcaec
--- /dev/null
+++ b/backend/performance_runner/dashboard/app.js
@@ -0,0 +1,304 @@
+"use strict";
+const $ = s => document.querySelector(s);
+// Escape server-provided strings before they go into innerHTML. Run labels, scenario
+// titles etc. originate from run params / the catalog; escaping keeps them from injecting
+// markup into this page (which can POST to /api/run and /api/token).
+const esc = s => String(s ?? '').replace(/[&<>"]/g, c => ({'&':'&amp;','<':'&lt;','>':'&gt;','"':'&quot;'}[c]));
+
+// What each run kind does + why — surfaced as tooltips on the buttons and rows.
+const KIND_INFO = {
+  soak: "Compile-on leak gate (the primary ship-gate). Runs N generations back-to-back in one process and checks the inter-generation VRAM floor stays flat. A rising floor means the cache's .to('meta') evict isn't reclaiming (compiled-module / cudagraph / lingering ref). Must run with Torch Compile ON; needs ~40–50 gens for a slow creep to show.",
+  ab: "Correctness gate. Fixed seed, identical config, cache OFF then ON; diffs the outputs (pre-decode latents, or frame PSNR) to prove the cache key captures everything and a hit reuses the RIGHT model.",
+  decompose: "Wall-time saving. Runs baseline (patch OFF) vs patch_only (patch ON) and reports the per-generation rebuild time the patch eliminates on a stage_2 cache hit.",
+  sanity: "Feature smoke sweep. Runs the wired scenarios end-to-end and emits a pass/fail matrix — confirms the whole Desktop surface still generates. Also records each scenario's peak VRAM (which card tier it fits) and checks the output matches the request (resolution/duration/fps/audio).",
+  coldstart: "First-generation penalty. Times the cold gen 0 (model load / disk read / build) against the warm median. Run right after a fresh backend start for a true cold reading — this is the latency the user feels on first launch.",
+};
+
+const jget = async u => (await fetch(u)).json();
+const jpost = async (u, b) => (await fetch(u, {method:'POST', headers:{'Content-Type':'application/json'}, body:JSON.stringify(b)})).json();
+
+let selected = null;          // selected run id (drives the run log + chart)
+let logSource = 'run';        // 'run' = selected run's log · 'backend' = session log
+let toggleSyncPausedUntil = 0; // don't let a poll clobber a just-clicked toggle
+
+// ==== token + toggles ====================================================== //
+async function setToken(){
+  const v = $('#tokIn').value.trim();
+  if(!v){ $('#tgMsg').textContent = 'paste a token first'; return; }
+  await jpost('/api/token', {token:v});
+  $('#tokIn').value = '';
+  $('#tgMsg').textContent = 'token set';
+  refreshTop();
+}
+
+async function toggle(route, checked, label){
+  toggleSyncPausedUntil = Date.now() + 2500;
+  try { await jpost(route, {enabled:checked}); $('#tgMsg').textContent = `${label} ${checked?'ON':'OFF'}`; }
+  catch { $('#tgMsg').textContent = `${label} toggle failed (token?)`; }
+}
+
+let envKnown = false;
+async function refreshEnv(){
+  if(envKnown) return;                       // platform doesn't change — resolve once
+  let e; try { e = await jget('/api/env'); } catch { return; }
+  if(e.cuda == null) return;                 // unknown yet (token not set?) — retry next tick
+  envKnown = true;
+  // Off CUDA (e.g. Apple Silicon / MPS): Torch Compile and the diffusion-stage-cache
+  // patch are no-ops, so hide their toggles and the patch/compile-specific runs — only
+  // the scenario sweeps (and general metrics like cold-start) apply.
+  document.body.classList.toggle('no-cuda', !e.cuda);
+}
+
+async function syncToggles(){
+  if(Date.now() < toggleSyncPausedUntil) return;
+  try {
+    const t = await jget('/api/toggles');
+    if(t.cache != null) $('#tgCache').checked = t.cache;
+    if(t.torch_compile != null) $('#tgCompile').checked = t.torch_compile;
+    if(t.cache == null && t.torch_compile == null) $('#tgMsg').textContent = t.error ? 'settings unreadable (token?)' : '';
+    else if($('#tgMsg').textContent === 'reading live settings…') $('#tgMsg').textContent = '';
+  } catch {}
+}
+
+// ==== launching runs ======================================================= //
+function runSummary(kind, p){
+  if(kind === 'soak'){
+    const n = p.n || 50, mins = Math.max(1, Math.round(n * 80 / 60));
+    if(p.pair) return `Start SOAK PAIR — cache_on + cache_off, ${n} gens each (≈ ${mins*2} min total). Compares the two floors. Torch Compile should be ON.`;
+    return `Start SOAK — ${n} gens, cache ${(p.set_cache||'on').toUpperCase()}.\n≈ ${mins} min (~80s/gen). Torch Compile should be ON.`;
+  }
+  if(kind === 'ab') return `Start correctness A/B (2 gens, seed ${p.seed||42}).`;
+  if(kind === 'decompose'){ const r = p.reps||5; return `Start decompose — ${r} reps × 2 configs ≈ ${(r+1)*2} gens.`; }
+  if(kind === 'coldstart'){ const w = p.warm||3; return `Start cold-start — 1 cold + ${w} warm gens.\nRun right after a fresh backend start for a true cold reading.`; }
+  if(kind === 'sanity'){
+    const fast = p.fast ? ' — FAST (540p/5s, surface check only)' : '';
+    if(p.only && p.only.length) return `Run scenario "${p.only.join(', ')}" end-to-end (1 generation)${fast}.`;
+    return `Start sanity sweep${p.include_unwired ? ' (incl. UNWIRED — expect failures)' : ' (wired scenarios)'}${fast}.`;
+  }
+  return `Start ${kind}?`;
+}
+
+async function run(kind, params){
+  let msg = runSummary(kind, params);
+  if(kind === 'soak'){   // warn if the GPU is already busy (would contaminate wall-time)
+    try {
+      const g = await jget('/api/gpu-busy');
+      if(g.busy) msg += `\n\n⚠ GPU is ~${Math.round(g.util)}% busy — another process is using it. Wall-time will be contaminated; close other GPU apps for a clean run.`;
+    } catch {}
+  }
+  if(!confirm(msg + '\n\nProceed?')) return;
+  const r = await jpost('/api/run', {kind, params});
+  if(r.id){ selected = r.id; refreshRuns(); }
+}
+
+function runScenario(){
+  const key = $('#scenSel').value;
+  const x = scenarios.find(s => s.key === key);
+  if(!key || !x || !scenAvail(x)) return;   // guard: unavailable scenarios don't run
+  run('sanity', {only:[key]});
+}
+
+async function stopRun(id, ev){
+  ev.stopPropagation();
+  await jpost(`/api/runs/${id}/stop`, {});
+  refreshRuns();
+}
+
+async function stopAll(){
+  const running = (await jget('/api/runs')).filter(r => r.status.startsWith('running')).length;
+  if(!running) return;
+  if(!confirm(`Stop ALL ${running} running run(s)? This cannot be undone.`)) return;
+  await jpost('/api/runs/stop-all', {});
+  refreshRuns();
+}
+
+// ==== monitoring: header + scenarios + sanity ============================== //
+async function refreshTop(){
+  try {
+    const h = await jget('/api/health'), b = $('#backend'), t = $('#tok');
+    b.textContent = 'backend: ' + h.backend;
+    b.style.color = h.backend === 'ok' ? 'var(--ok)' : 'var(--bad)';
+    t.textContent = h.token_set ? 'token: set' : 'token: none';
+    t.style.color = h.token_set ? 'var(--ok)' : 'var(--bad)';
+  } catch {}
+  try {
+    const g = await jget('/api/gpu'), el = $('#gpu'), gib = m => (m/1024).toFixed(1);
+    const disk = g.disk_free_gb != null ? ` · disk ${g.disk_free_gb}GB free` : '';
+    const diskLow = g.disk_free_gb != null && g.disk_free_gb < 20;   // models + outputs need room
+    if(g.used_mib != null){
+      // CUDA: full GPU telemetry (+ host RAM).
+      const gb = g.total_mib ? `${gib(g.used_mib)}/${gib(g.total_mib)}GB` : `${g.used_mib}MiB`;
+      const ram = g.ram_used_mib != null && g.ram_total_mib ? ` · RAM ${gib(g.ram_used_mib)}/${gib(g.ram_total_mib)}GB` : '';
+      el.textContent = `GPU ${g.util??'?'}% · ${gb} · ${g.temp_c??'?'}°C · ${g.clock_mhz??'?'}MHz · ${g.power_w!=null?Math.round(g.power_w):'?'}W${ram}${disk}`;
+      // low util + low clock = the GPU is starved/contended, not busy — flag it.
+      el.classList.toggle('warn', diskLow || (g.util != null && g.util < 30 && g.clock_mhz != null && g.clock_mhz < 1500));
+    } else if(g.ram_total_mib != null){
+      // No nvidia-smi (Apple Silicon / MPS): show the GPU name + unified-memory usage, FREE
+      // RAM (the number that gates local generation at server start), swap (memory pressure),
+      // MPS memory held vs the ceiling, and disk headroom.
+      const mpsTag = g.mps && !/mps/i.test(g.name || '') ? ' (MPS)' : '';   // name may already say (MPS)
+      const name = g.name ? `${g.name}${mpsTag} · ` : '';
+      const free = g.ram_avail_mib != null ? ` · ${gib(g.ram_avail_mib)}GB free` : '';
+      const swap = g.swap_used_mib ? ` · swap ${gib(g.swap_used_mib)}GB` : '';
+      const mpsMem = (g.mps_driver_mib && g.mps_max_mib) ? ` · MPS ${gib(g.mps_driver_mib)}/${gib(g.mps_max_mib)}GB` : '';
+      el.textContent = `${name}RAM ${gib(g.ram_used_mib)}/${gib(g.ram_total_mib)}GB${free}${swap}${mpsMem}${disk}`;
+      // amber under the Apple Silicon local-gen floor (~15 GB free), when swap climbs, or low disk.
+      el.classList.toggle('warn', diskLow || (g.ram_avail_mib != null && g.ram_avail_mib < 15 * 1024)
+                                  || (g.swap_used_mib || 0) > 2 * 1024);
+    } else {
+      el.textContent = 'GPU: n/a';
+    }
+  } catch {}
+}
+
+let scenarios = [];
+// A scenario is unavailable when a required LoRA / IC-LoRA isn't downloaded. Weights come
+// from the app's library (SSOT /api/loras + /api/ic-loras); download there, then hit refresh.
+const scenAvail = x => x.available !== false;
+const scenTip = x => scenAvail(x) ? (x.title || '') : (x.unavailable_reason || 'unavailable');
+
+async function refreshScenarios(){
+  scenarios = await jget('/api/scenarios');
+  const mark = x => !scenAvail(x) ? '⬇' : x.needs_wiring ? '⚠︎' : '✓';
+  $('#scenarios').innerHTML = scenarios.map(x =>
+    `<div class="${scenAvail(x)?'':'unavail'}" title="${esc(scenTip(x))}">`
+    + `${mark(x)} <b>${esc(x.key)}</b> <span class="mut">${esc(x.title)}</span></div>`).join('');
+  const cur = $('#scenSel').value;
+  // Unavailable scenarios are disabled in the picker (can't be selected to run).
+  $('#scenSel').innerHTML = scenarios.map(x =>
+    `<option value="${esc(x.key)}"${scenAvail(x)?'':' disabled'}>`
+    + `${!scenAvail(x)?'⬇ ':x.needs_wiring?'⚠︎ ':''}${esc(x.key)} — ${esc(x.title)}${scenAvail(x)?'':' (not downloaded)'}</option>`
+  ).join('');
+  if(cur && scenarios.some(x => x.key === cur && scenAvail(x))) $('#scenSel').value = cur;
+  updateRunScenarioBtn();
+}
+
+function updateRunScenarioBtn(){
+  const x = scenarios.find(s => s.key === $('#scenSel').value);
+  const btn = $('#runScenBtn');
+  const ok = x && scenAvail(x);
+  btn.disabled = !ok;
+  btn.title = ok ? 'Run this scenario end-to-end (1 generation)'
+                 : (x ? scenTip(x) : 'select a scenario');
+}
+
+async function refreshCatalog(){
+  const b = $('#refreshCatBtn');
+  if(b) b.disabled = true;
+  try { await jpost('/api/catalog/refresh', {}); await refreshScenarios(); }
+  finally { if(b) b.disabled = false; }
+}
+
+// ==== runs table =========================================================== //
+function verdictChip(v){
+  if(!v) return '';
+  const up = v.toUpperCase();
+  const cls = up.startsWith('PASS') ? 'v-pass' : (up.startsWith('FAIL') || up.includes('LEAK')) ? 'v-fail' : 'v-other';
+  const short = up.startsWith('PASS') ? 'PASS' : up.startsWith('FAIL') ? 'FAIL' : v.split(/[\s(]/)[0];
+  return `<span class="${cls}" title="${esc(v)}">${esc(short)}</span>`;
+}
+
+function pick(id){ selected = id; refreshRuns(); refreshLog(); }
+
+async function refreshRuns(){
+  const rs = await jget('/api/runs');
+  $('#runs').innerHTML = rs.map(r => {
+    const running = r.status.startsWith('running');
+    const cls = running ? 'st-running' : r.status.startsWith('done') ? 'st-done' : 'st-failed';
+    const stop = running ? `<button class="stop" onclick="stopRun('${r.id}',event)">stop</button>` : '';
+    const info = (KIND_INFO[r.kind] || '').replace(/"/g,'&quot;');
+    const result = r.result_url
+      ? `<a class="result" href="${esc(r.result_url)}" target="_blank" onclick="event.stopPropagation()">RESULT ↗</a>`
+      : '';
+    return `<tr class="${r.id===selected?'sel':''}" onclick="pick('${esc(r.id)}')" title="${esc(r.label)} — ${info}">
+      <td>${esc(r.id)}</td><td>${esc(r.kind)}</td><td>${esc(r.label)}</td>
+      <td class="${cls}">${esc(r.status)}</td><td>${esc(r.progress||'')}</td><td>${verdictChip(r.verdict)}</td><td>${result}</td><td>${r.elapsed_s}s</td><td>${stop}</td></tr>`;
+  }).join('');
+  // No queue yet: while any run is active, disable the launch buttons (backend
+  // serializes) AND the toggles (flipping cache/compile mid-run corrupts it).
+  const anyRunning = rs.some(r => r.status.startsWith('running'));
+  document.querySelectorAll('.runbtn').forEach(b => {
+    if(b.dataset.tip === undefined) b.dataset.tip = b.getAttribute('title') || '';
+    b.disabled = anyRunning;
+    // Keep each preset's own tooltip visible during a run — just prepend the note.
+    b.title = anyRunning ? 'A run is in progress — wait for it to finish.\n\n' + b.dataset.tip : b.dataset.tip;
+  });
+  $('#tgCache').disabled = anyRunning;
+  $('#tgCompile').disabled = anyRunning;
+}
+
+// ==== log + chart ========================================================== //
+function setLogSrc(s){
+  logSource = s;
+  $('#lsRun').classList.toggle('active', s === 'run');
+  $('#lsBackend').classList.toggle('active', s === 'backend');
+  refreshLog();
+}
+
+async function refreshLog(){
+  const el = $('#log');
+  const atBottom = el.scrollTop + el.clientHeight >= el.scrollHeight - 30;
+  if(logSource === 'backend'){
+    const r = await jget('/api/backend-log');
+    $('#logsel').textContent = r.file ? '· ' + r.file : '';
+    el.textContent = r.log || '(empty)';
+  } else if(!selected){
+    el.textContent = 'select a run…'; $('#logsel').textContent = ''; return;
+  } else {
+    $('#logsel').textContent = '· ' + selected;
+    el.textContent = (await jget(`/api/runs/${selected}/log`)).log || '(empty)';
+    if(selected.startsWith('soak')) refreshChart();
+    else clearChart();   // non-soak run selected -> don't leave a stale trend up
+  }
+  if(atBottom) el.scrollTop = el.scrollHeight;
+}
+
+let chart = null;
+const SERIES_COLORS = ['#4c8dff', '#f85149', '#a371f7', '#2ea043'];   // cache_on, cache_off, ...
+const WALL_SOLO = '#d29922';                                          // wall colour for a single run
+
+async function refreshChart(){
+  const d = await jget(`/api/runs/${selected}/soakcsv`);
+  const series = (d.series || []).filter(s => s.gen && s.gen.length);
+  if(!series.length){ clearChart(); return; }             // soak with no data yet -> blank, not stale
+  const multi = series.length > 1;                        // --pair: cache_on + cache_off overlaid
+  // Grow the inner width with the point count so the panel height stays fixed and the
+  // chart scrolls horizontally once wider than the panel (no zoom needed).
+  const labels = series.reduce((a, s) => s.gen.length > a.length ? s.gen : a, []);
+  $('#chartInner').style.width = Math.max($('#chartScroll').clientWidth || 600, labels.length * 26) + 'px';
+  const datasets = [];
+  series.forEach((s, i) => {
+    const color = SERIES_COLORS[i % SERIES_COLORS.length];
+    // Colour encodes the SERIES (cache_on vs cache_off); solid = floor, dashed = wall.
+    datasets.push({label:`${s.label} floor MiB`, data:s.floor, yAxisID:'y',
+                   borderColor:color, pointRadius:0, tension:.2, spanGaps:true});
+    if(!multi && s.ram && s.ram.some(v => v != null))     // host RAM only on a single run (avoid pair clutter)
+      datasets.push({label:'host RAM MiB', data:s.ram, yAxisID:'y',
+                     borderColor:'#3fb950', pointRadius:0, tension:.2, spanGaps:true});
+    datasets.push({label:`${s.label} wall s`, data:s.wall, yAxisID:'y1',
+                   borderColor: multi ? color : WALL_SOLO, pointRadius:0, tension:.2,
+                   borderDash: multi ? [4,3] : []});
+  });
+  const data = { labels, datasets };
+  if(chart){ chart.data = data; chart.resize(); chart.update(); return; }
+  chart = new Chart($('#chart'), {
+    type:'line', data,
+    options:{ animation:false, responsive:true, maintainAspectRatio:false,
+      scales:{ y:{position:'left', title:{display:true, text:'MiB (floor / RAM)'}},
+               y1:{position:'right', grid:{drawOnChartArea:false}, title:{display:true, text:'wall s'}} },
+      plugins:{ legend:{labels:{color:'#e6e9ef'}} } },
+  });
+}
+
+function clearChart(){
+  if(chart){ chart.data.labels = []; chart.data.datasets.forEach(ds => ds.data = []); chart.update(); }
+}
+
+// ==== wire-up + polling ==================================================== //
+$('#tgCache').onchange = e => toggle('/api/cache', e.target.checked, 'cache');
+$('#tgCompile').onchange = e => toggle('/api/torch-compile', e.target.checked, 'torch compile (applies next gen)');
+$('#scenSel').onchange = updateRunScenarioBtn;
+
+const POLLERS = [[refreshTop,3000], [refreshRuns,3000], [refreshLog,3000], [syncToggles,3000], [refreshEnv,3000]];
+refreshScenarios();
+for(const [fn, ms] of POLLERS){ fn(); setInterval(fn, ms); }
diff --git a/backend/performance_runner/dashboard/chart.umd.min.js b/backend/performance_runner/dashboard/chart.umd.min.js
new file mode 100644
index 000000000..ebfe8019d
--- /dev/null
+++ b/backend/performance_runner/dashboard/chart.umd.min.js
@@ -0,0 +1 @@
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dataElementType=null;constructor(t,e){this.chart=t,this._ctx=t.ctx,this.index=e,this._cachedDataOpts={},this._cachedMeta=this.getMeta(),this._type=this._cachedMeta.type,this.options=void 0,this._parsing=!1,this._data=void 0,this._objectData=void 0,this._sharedOptions=void 0,this._drawStart=void 0,this._drawCount=void 0,this.enableOptionSharing=!1,this.supportsDecimation=!1,this.$context=void 0,this._syncList=[],this.datasetElementType=new.target.datasetElementType,this.dataElementType=new.target.dataElementType,this.initialize()}initialize(){const t=this._cachedMeta;this.configure(),this.linkScales(),t._stacked=Ms(t.vScale,t),this.addElements(),this.options.fill&&!this.chart.isPluginEnabled("filler")&&console.warn("Tried to use the 'fill' option without the 'Filler' plugin enabled. 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t=this.getDataset(),e=t.data||(t.data=[]),i=this._data;if(A(e))this._data=function(t){const e=Object.keys(t),i=new Array(e.length);let s,a,n;for(s=0,a=e.length;s<a;++s)n=e[s],i[s]={x:n,y:t[n]};return i}(e);else if(i!==e){if(i){Mt(i,this);const t=this._cachedMeta;Ps(t),t._parsed=[]}e&&Object.isExtensible(e)&&yt(e,this),this._syncList=[],this._data=e}}addElements(){const t=this._cachedMeta;this._dataCheck(),this.datasetElementType&&(t.dataset=new this.datasetElementType)}buildOrUpdateElements(t){const e=this._cachedMeta,i=this.getDataset();let s=!1;this._dataCheck();var a=e._stacked;e._stacked=Ms(e.vScale,e),e.stack!==i.stack&&(s=!0,Ps(e),e.stack=i.stack),this._resyncElements(t),!s&&a===e._stacked||ks(this,e._parsed)}configure(){const t=this.chart.config,e=t.datasetScopeKeys(this._type),i=t.getOptionScopes(this.getDataset(),e,!0);this.options=t.createResolver(i,this.getContext()),this._parsing=this.options.parsing,this._cachedDataOpts={}}parse(t,e){const{_cachedMeta:i,_data:s}=this,{iScale:a,_stacked:n}=i,o=a.axis;let r,l,h,c=0===t&&e===s.length||i._sorted,d=0<t&&i._parsed[t-1];if(!1===this._parsing)i._parsed=s,i._sorted=!0,h=s;else{h=O(s[t])?this.parseArrayData(i,s,t,e):A(s[t])?this.parseObjectData(i,s,t,e):this.parsePrimitiveData(i,s,t,e);const a=()=>null===l[o]||d&&l[o]<d[o];for(r=0;r<e;++r)i._parsed[r+t]=l=h[r],c&&(a()&&(c=!1),d=l);i._sorted=c}n&&ks(this,h)}parsePrimitiveData(t,e,i,s){const{iScale:a,vScale:n}=t,o=a.axis,r=n.axis,l=a.getLabels(),h=a===n,c=new Array(s);let d,u,g;for(d=0,u=s;d<u;++d)g=d+i,c[d]={[o]:h||a.parse(l[g],g),[r]:n.parse(e[g],g)};return c}parseArrayData(t,e,i,s){const{xScale:a,yScale:n}=t,o=new Array(s);let 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i=this._cachedMeta,s=i._parsed,a=i._sorted&&e===i.iScale,n=s.length,o=this._getOtherScale(e),r=(d=this.chart,t&&!i.hidden&&i._stacked&&{keys:_s(d,!0),values:null}),l={min:Number.POSITIVE_INFINITY,max:Number.NEGATIVE_INFINITY},{min:h,max:c}=function(){var{min:t,max:e,minDefined:i,maxDefined:s}=o.getUserBounds();return{min:i?t:Number.NEGATIVE_INFINITY,max:s?e:Number.POSITIVE_INFINITY}}();var d;let u,g;function f(){var t=(g=s[u])[o.axis];return!p(g[e.axis])||h>t||c<t}for(u=0;u<n&&(f()||(this.updateRangeFromParsed(l,e,g,r),!a));++u);if(a)for(u=n-1;0<=u;--u)if(!f()){this.updateRangeFromParsed(l,e,g,r);break}return l}getAllParsedValues(t){const e=this._cachedMeta._parsed,i=[];let s,a,n;for(s=0,a=e.length;s<a;++s)p(n=e[s][t.axis])&&i.push(n);return i}getMaxOverflow(){return!1}getLabelAndValue(t){const e=this._cachedMeta,i=e.iScale,s=e.vScale,a=this.getParsed(t);return{label:i?""+i.getLabelForValue(a[i.axis]):"",value:s?""+s.getLabelForValue(a[s.axis]):""}}_update(t){const e=this._cachedMeta;this.update(t||"default"),e._clip=function(t){let e,i,s,a;return A(t)?(e=t.top,i=t.right,s=t.bottom,a=t.left):e=i=s=a=t,{top:e,right:i,bottom:s,left:a,disabled:!1===t}}(T(this.options.clip,function(t,e,i){if(!1===i)return!1;t=vs(t,i),e=vs(e,i);return{top:e.end,right:t.end,bottom:e.start,left:t.start}}(e.xScale,e.yScale,this.getMaxOverflow())))}update(t){}draw(){const t=this._ctx,e=this.chart,i=this._cachedMeta,s=i.data||[],a=e.chartArea,n=[],o=this._drawStart||0,r=this._drawCount||s.length-o,l=this.options.drawActiveElementsOnTop;let h;for(i.dataset&&i.dataset.draw(t,a,o,r),h=o;h<o+r;++h){const e=s[h];e.hidden||(e.active&&l?n.push(e):e.draw(t,a))}for(h=0;h<n.length;++h)n[h].draw(t,a)}getStyle(t,e){e=e?"active":"default";return void 0===t&&this._cachedMeta.dataset?this.resolveDatasetElementOptions(e):this.resolveDataElementOptions(t||0,e)}getContext(t,e,i){var s,a=this.getDataset();let n;if(0<=t&&t<this._cachedMeta.data.length){const e=this._cachedMeta.data[t];(n=e.$context||(e.$context=Pi(this.getContext(),{active:!1,dataIndex:t,parsed:void 0,raw:void 0,element:e,index:t,mode:"default",type:"data"}))).parsed=this.getParsed(t),n.raw=a.data[t],n.index=n.dataIndex=t}else(n=this.$context||(this.$context=(t=this.chart.getContext(),s=this.index,Pi(t,{active:!1,dataset:void 0,datasetIndex:s,index:s,mode:"default",type:"dataset"})))).dataset=a,n.index=n.datasetIndex=this.index;return n.active=!!e,n.mode=i,n}resolveDatasetElementOptions(t){return this._resolveElementOptions(this.datasetElementType.id,t)}resolveDataElementOptions(t,e){return this._resolveElementOptions(this.dataElementType.id,e,t)}_resolveElementOptions(t,e="default",i){const s="active"===e,a=this._cachedDataOpts,n=t+"-"+e,o=a[n],r=this.enableOptionSharing&&G(i);if(o)return Cs(o,r);const l=this.chart.config,h=l.datasetElementScopeKeys(this._type,t),c=s?[t+"Hover","hover",t,""]:[t,""],d=l.getOptionScopes(this.getDataset(),h),u=Object.keys(R.elements[t]),g=l.resolveNamedOptions(d,u,()=>this.getContext(i,s,e),c);return g.$shared&&(g.$shared=r,a[n]=Object.freeze(Cs(g,r))),g}_resolveAnimations(t,e,i){const s=this.chart,a=this._cachedDataOpts,n="animation-"+e,o=a[n];if(o)return o;let r;if(!1!==s.options.animation){const s=this.chart.config,a=s.datasetAnimationScopeKeys(this._type,e),n=s.getOptionScopes(this.getDataset(),a);r=s.createResolver(n,this.getContext(t,i,e))}t=new xs(s,r&&r.animations);return r&&r._cacheable&&(a[n]=Object.freeze(t)),t}getSharedOptions(t){if(t.$shared)return this._sharedOptions||(this._sharedOptions=Object.assign({},t))}includeOptions(t,e){return!e||Ds(t)||this.chart._animationsDisabled}_getSharedOptions(t,e){var t=this.resolveDataElementOptions(t,e),i=this._sharedOptions,s=this.getSharedOptions(t),i=this.includeOptions(e,s)||s!==i;return this.updateSharedOptions(s,e,t),{sharedOptions:s,includeOptions:i}}updateElement(t,e,i,s){Ds(s)?Object.assign(t,i):this._resolveAnimations(e,s).update(t,i)}updateSharedOptions(t,e,i){t&&!Ds(e)&&this._resolveAnimations(void 0,e).update(t,i)}_setStyle(t,e,i,s){t.active=s;var a=this.getStyle(e,s);this._resolveAnimations(e,i,s).update(t,{options:!s&&this.getSharedOptions(a)||a})}removeHoverStyle(t,e,i){this._setStyle(t,i,"active",!1)}setHoverStyle(t,e,i){this._setStyle(t,i,"active",!0)}_removeDatasetHoverStyle(){var t=this._cachedMeta.dataset;t&&this._setStyle(t,void 0,"active",!1)}_setDatasetHoverStyle(){var t=this._cachedMeta.dataset;t&&this._setStyle(t,void 0,"active",!0)}_resyncElements(t){const e=this._data,i=this._cachedMeta.data;for(const[t,e,i]of this._syncList)this[t](e,i);this._syncList=[];var s=i.length,a=e.length,n=Math.min(a,s);n&&this.parse(0,n),s<a?this._insertElements(s,a-s,t):a<s&&this._removeElements(a,s-a)}_insertElements(t,e,i=!0){const s=this._cachedMeta,a=s.data,n=t+e;let o;var r=t=>{for(t.length+=e,o=t.length-1;o>=n;o--)t[o]=t[o-e]};for(r(a),o=t;o<n;++o)a[o]=new this.dataElementType;this._parsing&&r(s._parsed),this.parse(t,e),i&&this.updateElements(a,t,e,"reset")}updateElements(t,e,i,s){}_removeElements(t,e){const i=this._cachedMeta;var s;this._parsing&&(s=i._parsed.splice(t,e),i._stacked&&Ps(i,s)),i.data.splice(t,e)}_sync(t){var e,i,s;this._parsing?this._syncList.push(t):([e,i,s]=t,this[e](i,s)),this.chart._dataChanges.push([this.index,...t])}_onDataPush(){var t=arguments.length;this._sync(["_insertElements",this.getDataset().data.length-t,t])}_onDataPop(){this._sync(["_removeElements",this._cachedMeta.data.length-1,1])}_onDataShift(){this._sync(["_removeElements",0,1])}_onDataSplice(t,e){e&&this._sync(["_removeElements",t,e]);e=arguments.length-2;e&&this._sync(["_insertElements",t,e])}_onDataUnshift(){this._sync(["_insertElements",0,arguments.length])}}class e{static defaults={};static defaultRoutes=void 0;x;y;active=!1;options;$animations;tooltipPosition(t){var{x:t,y:e}=this.getProps(["x","y"],t);return{x:t,y:e}}hasValue(){return rt(this.x)&&rt(this.y)}getProps(t,e){const i=this.$animations;if(!e||!i)return this;const s={};return t.forEach(t=>{s[t]=i[t]&&i[t].active()?i[t]._to:this[t]}),s}}function As(t,e,i,s,a){var n=T(s,0),o=Math.min(T(a,t.length),t.length);let r,l,h,c=0;for(i=Math.ceil(i),a&&(i=(r=a-s)/Math.floor(r/i)),h=n;h<0;)c++,h=Math.round(n+c*i);for(l=Math.max(n,0);l<o;l++)l===h&&(e.push(t[l]),c++,h=Math.round(n+c*i))}const Ts=(t,e,i)=>"top"===e||"left"===e?t[e]+i:t[e]-i,Ls=(t,e)=>Math.min(e||t,t);function Es(t,e){const i=[],s=t.length/e,a=t.length;let n=0;for(;n<a;n+=s)i.push(t[Math.floor(n)]);return i}function Rs(t){return t.drawTicks?t.tickLength:0}function Is(t,e){if(!t.display)return 0;var e=z(t.font,e),i=I(t.padding);return(O(t.text)?t.text.length:1)*e.lineHeight+i.height}class zs extends e{constructor(t){super(),this.id=t.id,this.type=t.type,this.options=void 0,this.ctx=t.ctx,this.chart=t.chart,this.top=void 0,this.bottom=void 0,this.left=void 0,this.right=void 0,this.width=void 0,this.height=void 0,this._margins={left:0,right:0,top:0,bottom:0},this.maxWidth=void 0,this.maxHeight=void 0,this.paddingTop=void 0,this.paddingBottom=void 0,this.paddingLeft=void 0,this.paddingRight=void 0,this.axis=void 0,this.labelRotation=void 0,this.min=void 0,this.max=void 0,this._range=void 0,this.ticks=[],this._gridLineItems=null,this._labelItems=null,this._labelSizes=null,this._length=0,this._maxLength=0,this._longestTextCache={},this._startPixel=void 0,this._endPixel=void 0,this._reversePixels=!1,this._userMax=void 0,this._userMin=void 0,this._suggestedMax=void 0,this._suggestedMin=void 0,this._ticksLength=0,this._borderValue=0,this._cache={},this._dataLimitsCached=!1,this.$context=void 0}init(t){this.options=t.setContext(this.getContext()),this.axis=t.axis,this._userMin=this.parse(t.min),this._userMax=this.parse(t.max),this._suggestedMin=this.parse(t.suggestedMin),this._suggestedMax=this.parse(t.suggestedMax)}parse(t,e){return t}getUserBounds(){var{_userMin:t,_userMax:e,_suggestedMin:i,_suggestedMax:s}=this,t=g(t,Number.POSITIVE_INFINITY),e=g(e,Number.NEGATIVE_INFINITY),i=g(i,Number.POSITIVE_INFINITY),s=g(s,Number.NEGATIVE_INFINITY);return{min:g(t,i),max:g(e,s),minDefined:p(t),maxDefined:p(e)}}getMinMax(i){let s,{min:a,max:n,minDefined:o,maxDefined:r}=this.getUserBounds();if(o&&r)return{min:a,max:n};const l=this.getMatchingVisibleMetas();for(let t=0,e=l.length;t<e;++t)s=l[t].controller.getMinMax(this,i),o||(a=Math.min(a,s.min)),r||(n=Math.max(n,s.max));return a=r&&a>n?n:a,n=o&&a>n?a:n,{min:g(a,g(n,a)),max:g(n,g(a,n))}}getPadding(){return{left:this.paddingLeft||0,top:this.paddingTop||0,right:this.paddingRight||0,bottom:this.paddingBottom||0}}getTicks(){return this.ticks}getLabels(){var t=this.chart.data;return this.options.labels||(this.isHorizontal()?t.xLabels:t.yLabels)||t.labels||[]}getLabelItems(t=this.chart.chartArea){return this._labelItems||(this._labelItems=this._computeLabelItems(t))}beforeLayout(){this._cache={},this._dataLimitsCached=!1}beforeUpdate(){d(this.options.beforeUpdate,[this])}update(t,e,i){var{beginAtZero:s,grace:a,ticks:n}=this.options,o=n.sampleSize,t=(this.beforeUpdate(),this.maxWidth=t,this.maxHeight=e,this._margins=i=Object.assign({left:0,right:0,top:0,bottom:0},i),this.ticks=null,this._labelSizes=null,this._gridLineItems=null,this._labelItems=null,this.beforeSetDimensions(),this.setDimensions(),this.afterSetDimensions(),this._maxLength=this.isHorizontal()?this.width+i.left+i.right:this.height+i.top+i.bottom,this._dataLimitsCached||(this.beforeDataLimits(),this.determineDataLimits(),this.afterDataLimits(),this._range=Si(this,a,s),this._dataLimitsCached=!0),this.beforeBuildTicks(),this.ticks=this.buildTicks()||[],this.afterBuildTicks(),o<this.ticks.length);this._convertTicksToLabels(t?Es(this.ticks,o):this.ticks),this.configure(),this.beforeCalculateLabelRotation(),this.calculateLabelRotation(),this.afterCalculateLabelRotation(),n.display&&(n.autoSkip||"auto"===n.source)&&(this.ticks=function(t,s){const e=t.options.ticks,i=(c=(t=t).options.offset,d=t._tickSize(),c=t._length/d+(c?0:1),t=t._maxLength/d,Math.floor(Math.min(c,t))),a=Math.min(e.maxTicksLimit||i,i),n=e.major.enabled?function(t){const e=[];let i,s;for(i=0,s=t.length;i<s;i++)t[i].major&&e.push(i);return e}(s):[],o=n.length,r=n[0],l=n[o-1],h=[];var c,d;if(a<o){{var u=s;var g=h;var f=n;var p=o/a;let t,e=0,i=f[0];for(p=Math.ceil(p),t=0;t<u.length;t++)t===i&&(g.push(u[t]),e++,i=f[e*p])}return h}var m=function(t,i,e){var t=function(t){var e=t.length;let i,s;if(e<2)return!1;for(s=t[0],i=1;i<e;++i)if(t[i]-t[i-1]!==s)return!1;return s}(t),s=i.length/e;if(!t)return Math.max(s,1);var a=ot(t);for(let t=0,e=a.length-1;t<e;t++){const i=a[t];if(i>s)return i}return Math.max(s,1)}(n,s,a);if(0<o){let t,e;const i=1<o?Math.round((l-r)/(o-1)):null;for(As(s,h,m,P(i)?0:r-i,r),t=0,e=o-1;t<e;t++)As(s,h,m,n[t],n[t+1]);return As(s,h,m,l,P(i)?s.length:l+i),h}return As(s,h,m),h}(this,this.ticks),this._labelSizes=null,this.afterAutoSkip()),t&&this._convertTicksToLabels(this.ticks),this.beforeFit(),this.fit(),this.afterFit(),this.afterUpdate()}configure(){let t,e,i=this.options.reverse;this.isHorizontal()?(t=this.left,e=this.right):(t=this.top,e=this.bottom,i=!i),this._startPixel=t,this._endPixel=e,this._reversePixels=i,this._length=e-t,this._alignToPixels=this.options.alignToPixels}afterUpdate(){d(this.options.afterUpdate,[this])}beforeSetDimensions(){d(this.options.beforeSetDimensions,[this])}setDimensions(){this.isHorizontal()?(this.width=this.maxWidth,this.left=0,this.right=this.width):(this.height=this.maxHeight,this.top=0,this.bottom=this.height),this.paddingLeft=0,this.paddingTop=0,this.paddingRight=0,this.paddingBottom=0}afterSetDimensions(){d(this.options.afterSetDimensions,[this])}_callHooks(t){this.chart.notifyPlugins(t,this.getContext()),d(this.options[t],[this])}beforeDataLimits(){this._callHooks("beforeDataLimits")}determineDataLimits(){}afterDataLimits(){this._callHooks("afterDataLimits")}beforeBuildTicks(){this._callHooks("beforeBuildTicks")}buildTicks(){return[]}afterBuildTicks(){this._callHooks("afterBuildTicks")}beforeTickToLabelConversion(){d(this.options.beforeTickToLabelConversion,[this])}generateTickLabels(t){var e=this.options.ticks;let i,s,a;for(i=0,s=t.length;i<s;i++)(a=t[i]).label=d(e.callback,[a.value,i,t],this)}afterTickToLabelConversion(){d(this.options.afterTickToLabelConversion,[this])}beforeCalculateLabelRotation(){d(this.options.beforeCalculateLabelRotation,[this])}calculateLabelRotation(){var t,e,i,s,a=this.options,n=a.ticks,o=Ls(this.ticks.length,a.ticks.maxTicksLimit),r=n.minRotation||0,l=n.maxRotation;let h,c,d,u=r;!this._isVisible()||!n.display||l<=r||o<=1||!this.isHorizontal()?this.labelRotation=r:(e=(t=this._getLabelSizes()).widest.width,i=t.highest.height,s=C(this.chart.width-e,0,this.maxWidth),(a.offset?this.maxWidth/o:s/(o-1))<e+6&&(h=s/(o-(a.offset?.5:1)),c=this.maxHeight-Rs(a.grid)-n.padding-Is(a.title,this.chart.options.font),d=Math.sqrt(e*e+i*i),u=ct(Math.min(Math.asin(C((t.highest.height+6)/h,-1,1)),Math.asin(C(c/d,-1,1))-Math.asin(C(i/d,-1,1)))),u=Math.max(r,Math.min(l,u))),this.labelRotation=u)}afterCalculateLabelRotation(){d(this.options.afterCalculateLabelRotation,[this])}afterAutoSkip(){}beforeFit(){d(this.options.beforeFit,[this])}fit(){const t={width:0,height:0},{chart:e,options:{ticks:i,title:s,grid:a}}=this,n=this._isVisible(),o=this.isHorizontal();if(n){const n=Is(s,e.options.font);if(o?(t.width=this.maxWidth,t.height=Rs(a)+n):(t.height=this.maxHeight,t.width=Rs(a)+n),i.display&&this.ticks.length){const{first:e,last:s,widest:a,highest:n}=this._getLabelSizes(),r=2*i.padding,l=L(this.labelRotation),h=Math.cos(l),c=Math.sin(l);if(o){const e=i.mirror?0:c*a.width+h*n.height;t.height=Math.min(this.maxHeight,t.height+e+r)}else{const e=i.mirror?0:h*a.width+c*n.height;t.width=Math.min(this.maxWidth,t.width+e+r)}this._calculatePadding(e,s,c,h)}}this._handleMargins(),o?(this.width=this._length=e.width-this._margins.left-this._margins.right,this.height=t.height):(this.width=t.width,this.height=this._length=e.height-this._margins.top-this._margins.bottom)}_calculatePadding(i,s,a,n){const{ticks:{align:o,padding:r},position:l}=this.options,h=0!==this.labelRotation,c="top"!==l&&"x"===this.axis;if(this.isHorizontal()){const l=this.getPixelForTick(0)-this.left,d=this.right-this.getPixelForTick(this.ticks.length-1);let t=0,e=0;h?e=c?(t=n*i.width,a*s.height):(t=a*i.height,n*s.width):"start"===o?e=s.width:"end"===o?t=i.width:"inner"!==o&&(t=i.width/2,e=s.width/2),this.paddingLeft=Math.max((t-l+r)*this.width/(this.width-l),0),this.paddingRight=Math.max((e-d+r)*this.width/(this.width-d),0)}else{let t=s.height/2,e=i.height/2;"start"===o?(t=0,e=i.height):"end"===o&&(t=s.height,e=0),this.paddingTop=t+r,this.paddingBottom=e+r}}_handleMargins(){this._margins&&(this._margins.left=Math.max(this.paddingLeft,this._margins.left),this._margins.top=Math.max(this.paddingTop,this._margins.top),this._margins.right=Math.max(this.paddingRight,this._margins.right),this._margins.bottom=Math.max(this.paddingBottom,this._margins.bottom))}afterFit(){d(this.options.afterFit,[this])}isHorizontal(){var{axis:t,position:e}=this.options;return"top"===e||"bottom"===e||"x"===t}isFullSize(){return this.options.fullSize}_convertTicksToLabels(t){let e,i;for(this.beforeTickToLabelConversion(),this.generateTickLabels(t),e=0,i=t.length;e<i;e++)P(t[e].label)&&(t.splice(e,1),i--,e--);this.afterTickToLabelConversion()}_getLabelSizes(){let e=this._labelSizes;if(!e){var i=this.options.ticks.sampleSize;let t=this.ticks;i<t.length&&(t=Es(t,i)),this._labelSizes=e=this._computeLabelSizes(t,t.length,this.options.ticks.maxTicksLimit)}return e}_computeLabelSizes(t,e,i){const{ctx:s,_longestTextCache:a}=this,n=[],o=[],r=Math.floor(e/Ls(e,i));let l,h,c,d,u,g,f,p,m,b,x,v=0,_=0;for(l=0;l<e;l+=r){if(d=t[l].label,u=this._resolveTickFontOptions(l),s.font=g=u.string,f=a[g]=a[g]||{data:{},gc:[]},p=u.lineHeight,m=b=0,P(d)||O(d)){if(O(d))for(h=0,c=d.length;h<c;++h)P(x=d[h])||O(x)||(m=Le(s,f.data,f.gc,m,x),b+=p)}else m=Le(s,f.data,f.gc,m,d),b=p;n.push(m),o.push(b),v=Math.max(m,v),_=Math.max(b,_)}i=a,y=e,k(i,t=>{const e=t.gc,i=e.length/2;let s;if(y<i){for(s=0;s<i;++s)delete t.data[e[s]];e.splice(0,i)}});var y,i=n.indexOf(v),M=o.indexOf(_),w=t=>({width:n[t]||0,height:o[t]||0});return{first:w(0),last:w(e-1),widest:w(i),highest:w(M),widths:n,heights:o}}getLabelForValue(t){return t}getPixelForValue(t,e){return NaN}getValueForPixel(t){}getPixelForTick(t){var e=this.ticks;return t<0||t>e.length-1?null:this.getPixelForValue(e[t].value)}getPixelForDecimal(t){this._reversePixels&&(t=1-t);t=this._startPixel+t*this._length;return mt(this._alignToPixels?Re(this.chart,t,0):t)}getDecimalForPixel(t){t=(t-this._startPixel)/this._length;return this._reversePixels?1-t:t}getBasePixel(){return this.getPixelForValue(this.getBaseValue())}getBaseValue(){var{min:t,max:e}=this;return t<0&&e<0?e:0<t&&0<e?t:0}getContext(t){var e=this.ticks||[];if(0<=t&&t<e.length){const i=e[t];return i.$context||(i.$context=Pi(this.getContext(),{tick:i,index:t,type:"tick"}))}return this.$context||(this.$context=Pi(this.chart.getContext(),{scale:this,type:"scale"}))}_tickSize(){var t=this.options.ticks,e=L(this.labelRotation),i=Math.abs(Math.cos(e)),e=Math.abs(Math.sin(e)),s=this._getLabelSizes(),t=t.autoSkipPadding||0,a=s?s.widest.width+t:0,s=s?s.highest.height+t:0;return this.isHorizontal()?a*e<s*i?a/i:s/e:s*e<a*i?s/i:a/e}_isVisible(){var t=this.options.display;return"auto"!==t?!!t:0<this.getMatchingVisibleMetas().length}_computeGridLineItems(t){function e(t){return Re(s,t,f)}const i=this.axis,s=this.chart,a=this.options,{grid:n,position:o,border:r}=a,l=n.offset,h=this.isHorizontal(),c=this.ticks.length+(l?1:0),d=Rs(n),u=[],g=r.setContext(this.getContext()),f=g.display?g.width:0,p=f/2;let m,b,x,v,_,y,M,w,k,S,P,D;if("top"===o)m=e(this.bottom),y=this.bottom-d,w=m-p,S=e(t.top)+p,D=t.bottom;else if("bottom"===o)m=e(this.top),S=t.top,D=e(t.bottom)-p,y=m+p,w=this.top+d;else if("left"===o)m=e(this.right),_=this.right-d,M=m-p,k=e(t.left)+p,P=t.right;else if("right"===o)m=e(this.left),k=t.left,P=e(t.right)-p,_=m+p,M=this.left+d;else 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o,r;return"left"===e?s?(r=this.right+a,"near"===i?o="left":"center"===i?(o="center",r+=n/2):(o="right",r+=n)):(r=this.right-t,"near"===i?o="right":"center"===i?(o="center",r-=n/2):(o="left",r=this.left)):"right"===e?s?(r=this.left+a,"near"===i?o="right":"center"===i?(o="center",r-=n/2):(o="left",r-=n)):(r=this.left+t,"near"===i?o="left":"center"===i?(o="center",r+=n/2):(o="right",r=this.right)):o="right",{textAlign:o,x:r}}_computeLabelArea(){var t,e;if(!this.options.ticks.mirror)return t=this.chart,e=this.options.position,"left"===e||"right"===e?{top:0,left:this.left,bottom:t.height,right:this.right}:"top"===e||"bottom"===e?{top:this.top,left:0,bottom:this.bottom,right:t.width}:void 0}drawBackground(){const{ctx:t,options:{backgroundColor:e},left:i,top:s,width:a,height:n}=this;e&&(t.save(),t.fillStyle=e,t.fillRect(i,s,a,n),t.restore())}getLineWidthForValue(e){const t=this.options.grid;if(!this._isVisible()||!t.display)return 0;var i=this.ticks.findIndex(t=>t.value===e);return 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t,e,i,s;this.isHorizontal()?(t=Re(a,this.left,l)-l/2,e=Re(a,this.right,h)+h/2,i=s=c):(i=Re(a,this.top,l)-l/2,s=Re(a,this.bottom,h)+h/2,t=e=c),n.save(),n.lineWidth=r.width,n.strokeStyle=r.color,n.beginPath(),n.moveTo(t,i),n.lineTo(e,s),n.stroke(),n.restore()}}drawLabels(t){if(this.options.ticks.display){const e=this.ctx,i=this._computeLabelArea(),s=(i&&Ve(e,i),this.getLabelItems(t));for(const t of s){const i=t.options,s=t.font;He(e,t.label,0,t.textOffset,s,i)}i&&Be(e)}}drawTitle(){var{ctx:e,options:{position:i,title:s,reverse:a}}=this;if(s.display){var n=z(s.font),o=I(s.padding),r=s.align;let t=n.lineHeight/2;"bottom"===i||"center"===i||A(i)?(t+=o.bottom,O(s.text)&&(t+=n.lineHeight*(s.text.length-1))):t+=o.top;var{titleX:o,titleY:l,maxWidth:h,rotation:c}=function(t,e,i,s){const{top:a,left:n,bottom:o,right:r,chart:l}=t,{chartArea:h,scales:c}=l;let d,u,g,f=0;var p=o-a,m=r-n;if(t.isHorizontal()){if(u=E(s,n,r),A(i)){const t=Object.keys(i)[0],s=i[t];g=c[t].getPixelForValue(s)+p-e}else 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e;i=this.options.hover;return this.getElementsAtEventForMode(t,i.mode,i,s)}}function ra(){k(i.instances,t=>t._plugins.invalidate())}function la(){throw new Error("This method is not implemented: Check that a complete date adapter is provided.")}var ha={_date:class Xn{static override(t){Object.assign(Xn.prototype,t)}options;constructor(t){this.options=t||{}}init(){}formats(){return la()}parse(){return la()}format(){return la()}add(){return la()}diff(){return la()}startOf(){return la()}endOf(){return la()}}};function ca(i,s,a,n){if(O(i)){var o=i,r=s,l=a,h=n,c=l.parse(o[0],h),o=l.parse(o[1],h),h=Math.min(c,o),d=Math.max(c,o);let t=h,e=d;Math.abs(h)>Math.abs(d)&&(t=d,e=h),r[l.axis]=e,r._custom={barStart:t,barEnd:e,start:c,end:o,min:h,max:d}}else s[a.axis]=a.parse(i,n);return s}function da(t,e,i,s){const a=t.iScale,n=t.vScale,o=a.getLabels(),r=a===n,l=[];let h,c,d,u;for(c=(h=i)+s;h<c;++h)u=e[h],(d={})[a.axis]=r||a.parse(o[h],h),l.push(ca(u,d,n,h));return l}function ua(t){return t&&void 0!==t.barStart&&void 0!==t.barEnd}function ga(t,e,i,s){return t=s?fa(t=t===e?i:t===i?e:t,i,e):fa(t,e,i)}function fa(t,e,i){return"start"===t?e:"end"===t?i:t}class pa extends Os{static id="doughnut";static defaults={datasetElementType:!1,dataElementType:"arc",animation:{animateRotate:!0,animateScale:!1},animations:{numbers:{type:"number",properties:["circumference","endAngle","innerRadius","outerRadius","startAngle","x","y","offset","borderWidth","spacing"]}},cutout:"50%",rotation:0,circumference:360,radius:"100%",spacing:0,indexAxis:"r"};static descriptors={_scriptable:t=>"spacing"!==t,_indexable:t=>"spacing"!==t&&!t.startsWith("borderDash")&&!t.startsWith("hoverBorderDash")};static overrides={aspectRatio:1,plugins:{legend:{labels:{generateLabels(s){const t=s.data;if(t.labels.length&&t.datasets.length){const{pointStyle:a,color:n}=s.legend.options["labels"];return t.labels.map((t,e)=>{var i=s.getDatasetMeta(0).controller.getStyle(e);return{text:t,fillStyle:i.backgroundColor,strokeStyle:i.borderColor,fontColor:n,lineWidth:i.borderWidth,pointStyle:a,hidden:!s.getDataVisibility(e),index:e}})}return[]}},onClick(t,e,i){i.chart.toggleDataVisibility(e.index),i.chart.update()}}}};constructor(t,e){super(t,e),this.enableOptionSharing=!0,this.innerRadius=void 0,this.outerRadius=void 0,this.offsetX=void 0,this.offsetY=void 0}linkScales(){}parse(s,a){const n=this.getDataset().data,o=this._cachedMeta;if(!1===this._parsing)o._parsed=n;else{let t,e,i=t=>+n[t];if(A(n[s])){const{key:s="value"}=this._parsing;i=t=>+m(n[t],s)}for(e=(t=s)+a;t<e;++t)o._parsed[t]=i(t)}}_getRotation(){return L(this.options.rotation-90)}_getCircumference(){return L(this.options.circumference)}_getRotationExtents(){let e=_,i=-_;for(let t=0;t<this.chart.data.datasets.length;++t)if(this.chart.isDatasetVisible(t)&&this.chart.getDatasetMeta(t).type===this._type){const s=this.chart.getDatasetMeta(t).controller,a=s._getRotation(),n=s._getCircumference();e=Math.min(e,a),i=Math.max(i,a+n)}return{rotation:e,circumference:i-e}}update(t){const e=this.chart,i=e["chartArea"],s=this._cachedMeta,a=s.data,n=this.getMaxBorderWidth()+this.getMaxOffset(a)+this.options.spacing,o=Math.max((Math.min(i.width,i.height)-n)/2,0),r=Math.min(V(this.options.cutout,o),1),l=this._getRingWeight(this.index),{circumference:h,rotation:c}=this._getRotationExtents(),{ratioX:d,ratioY:u,offsetX:g,offsetY:f}=function(t,e,s){let i=1,a=1,n=0,o=0;if(e<_){const r=t,l=r+e,h=Math.cos(r),c=Math.sin(r),d=Math.cos(l),u=Math.sin(l),g=(t,e,i)=>pt(t,r,l,!0)?1:Math.max(e,e*s,i,i*s),f=(t,e,i)=>pt(t,r,l,!0)?-1:Math.min(e,e*s,i,i*s),p=g(0,h,d),m=g(D,c,u),b=f(S,h,d),x=f(S+D,c,u);i=(p-b)/2,a=(m-x)/2,n=-(p+b)/2,o=-(m+x)/2}return{ratioX:i,ratioY:a,offsetX:n,offsetY:o}}(c,h,r),p=(i.width-n)/d,m=(i.height-n)/u,b=Math.max(Math.min(p,m)/2,0),x=B(this.options.radius,b),v=(x-Math.max(x*r,0))/this._getVisibleDatasetWeightTotal();this.offsetX=g*x,this.offsetY=f*x,s.total=this.calculateTotal(),this.outerRadius=x-v*this._getRingWeightOffset(this.index),this.innerRadius=Math.max(this.outerRadius-v*l,0),this.updateElements(a,0,a.length,t)}_circumference(t,e){var i=this.options,s=this._cachedMeta,a=this._getCircumference();return e&&i.animation.animateRotate||!this.chart.getDataVisibility(t)||null===s._parsed[t]||s.data[t].hidden?0:this.calculateCircumference(s._parsed[t]*a/_)}updateElements(t,e,i,s){const a="reset"===s,n=this.chart,o=n.chartArea,r=n.options.animation,l=(o.left+o.right)/2,h=(o.top+o.bottom)/2,c=a&&r.animateScale,d=c?0:this.innerRadius,u=c?0:this.outerRadius,{sharedOptions:g,includeOptions:f}=this._getSharedOptions(e,s);let p,m=this._getRotation();for(p=0;p<e;++p)m+=this._circumference(p,a);for(p=e;p<e+i;++p){const e=this._circumference(p,a),i=t[p],n={x:l+this.offsetX,y:h+this.offsetY,startAngle:m,endAngle:m+e,circumference:e,outerRadius:u,innerRadius:d};f&&(n.options=g||this.resolveDataElementOptions(p,i.active?"active":s)),m+=e,this.updateElement(i,p,n,s)}}calculateTotal(){var t=this._cachedMeta,e=t.data;let i,s=0;for(i=0;i<e.length;i++){var a=t._parsed[i];null===a||isNaN(a)||!this.chart.getDataVisibility(i)||e[i].hidden||(s+=Math.abs(a))}return s}calculateCircumference(t){var e=this._cachedMeta.total;return 0<e&&!isNaN(t)?_*(Math.abs(t)/e):0}getLabelAndValue(t){var e=this._cachedMeta,i=this.chart,s=i.data.labels||[],e=de(e._parsed[t],i.options.locale);return{label:s[t]||"",value:e}}getMaxBorderWidth(t){let e=0;const i=this.chart;let s,a,n,o,r;if(!t)for(s=0,a=i.data.datasets.length;s<a;++s)if(i.isDatasetVisible(s)){t=(n=i.getDatasetMeta(s)).data,o=n.controller;break}if(!t)return 0;for(s=0,a=t.length;s<a;++s)"inner"!==(r=o.resolveDataElementOptions(s)).borderAlign&&(e=Math.max(e,r.borderWidth||0,r.hoverBorderWidth||0));return e}getMaxOffset(i){let s=0;for(let t=0,e=i.length;t<e;++t){const i=this.resolveDataElementOptions(t);s=Math.max(s,i.offset||0,i.hoverOffset||0)}return s}_getRingWeightOffset(e){let i=0;for(let t=0;t<e;++t)this.chart.isDatasetVisible(t)&&(i+=this._getRingWeight(t));return i}_getRingWeight(t){return Math.max(T(this.chart.data.datasets[t].weight,1),0)}_getVisibleDatasetWeightTotal(){return this._getRingWeightOffset(this.chart.data.datasets.length)||1}}class ma extends Os{static id="polarArea";static defaults={dataElementType:"arc",animation:{animateRotate:!0,animateScale:!0},animations:{numbers:{type:"number",properties:["x","y","startAngle","endAngle","innerRadius","outerRadius"]}},indexAxis:"r",startAngle:0};static overrides={aspectRatio:1,plugins:{legend:{labels:{generateLabels(s){const t=s.data;if(t.labels.length&&t.datasets.length){const{pointStyle:a,color:n}=s.legend.options["labels"];return t.labels.map((t,e)=>{var i=s.getDatasetMeta(0).controller.getStyle(e);return{text:t,fillStyle:i.backgroundColor,strokeStyle:i.borderColor,fontColor:n,lineWidth:i.borderWidth,pointStyle:a,hidden:!s.getDataVisibility(e),index:e}})}return[]}},onClick(t,e,i){i.chart.toggleDataVisibility(e.index),i.chart.update()}}},scales:{r:{type:"radialLinear",angleLines:{display:!1},beginAtZero:!0,grid:{circular:!0},pointLabels:{display:!1},startAngle:0}}};constructor(t,e){super(t,e),this.innerRadius=void 0,this.outerRadius=void 0}getLabelAndValue(t){var e=this._cachedMeta,i=this.chart,s=i.data.labels||[],e=de(e._parsed[t].r,i.options.locale);return{label:s[t]||"",value:e}}parseObjectData(t,e,i,s){return ii.bind(this)(t,e,i,s)}update(t){var e=this._cachedMeta.data;this._updateRadius(),this.updateElements(e,0,e.length,t)}getMinMax(){const t=this._cachedMeta,s={min:Number.POSITIVE_INFINITY,max:Number.NEGATIVE_INFINITY};return t.data.forEach((t,e)=>{var i=this.getParsed(e).r;!isNaN(i)&&this.chart.getDataVisibility(e)&&(i<s.min&&(s.min=i),i>s.max&&(s.max=i))}),s}_updateRadius(){const t=this.chart,e=t.chartArea,i=t.options,s=Math.min(e.right-e.left,e.bottom-e.top),a=Math.max(s/2,0),n=(a-Math.max(i.cutoutPercentage?a/100*i.cutoutPercentage:1,0))/t.getVisibleDatasetCount();this.outerRadius=a-n*this.index,this.innerRadius=this.outerRadius-n}updateElements(s,a,t,n){const o="reset"===n,r=this.chart,l=r.options.animation,h=this._cachedMeta.rScale,c=h.xCenter,d=h.yCenter,u=h.getIndexAngle(0)-.5*S;let g,f=u;var p=360/this.countVisibleElements();for(g=0;g<a;++g)f+=this._computeAngle(g,n,p);for(g=a;g<a+t;g++){const a=s[g];let t=f,e=f+this._computeAngle(g,n,p),i=r.getDataVisibility(g)?h.getDistanceFromCenterForValue(this.getParsed(g).r):0;f=e,o&&(l.animateScale&&(i=0),l.animateRotate&&(t=e=u));var m={x:c,y:d,innerRadius:0,outerRadius:i,startAngle:t,endAngle:e,options:this.resolveDataElementOptions(g,a.active?"active":n)};this.updateElement(a,g,m,n)}}countVisibleElements(){const t=this._cachedMeta;let i=0;return t.data.forEach((t,e)=>{!isNaN(this.getParsed(e).r)&&this.chart.getDataVisibility(e)&&i++}),i}_computeAngle(t,e,i){return this.chart.getDataVisibility(t)?L(this.resolveDataElementOptions(t,e).angle||i):0}}var ba=Object.freeze({__proto__:null,BarController:class extends Os{static id="bar";static defaults={datasetElementType:!1,dataElementType:"bar",categoryPercentage:.8,barPercentage:.9,grouped:!0,animations:{numbers:{type:"number",properties:["x","y","base","width","height"]}}};static overrides={scales:{_index_:{type:"category",offset:!0,grid:{offset:!0}},_value_:{type:"linear",beginAtZero:!0}}};parsePrimitiveData(t,e,i,s){return da(t,e,i,s)}parseArrayData(t,e,i,s){return da(t,e,i,s)}parseObjectData(t,e,i,s){const{iScale:a,vScale:n}=t,{xAxisKey:o="x",yAxisKey:r="y"}=this._parsing,l="x"===a.axis?o:r,h="x"===n.axis?o:r,c=[];let d,u,g,f;for(u=(d=i)+s;d<u;++d)f=e[d],(g={})[a.axis]=a.parse(m(f,l),d),c.push(ca(m(f,h),g,n,d));return c}updateRangeFromParsed(t,e,i,s){super.updateRangeFromParsed(t,e,i,s);s=i._custom;s&&e===this._cachedMeta.vScale&&(t.min=Math.min(t.min,s.min),t.max=Math.max(t.max,s.max))}getMaxOverflow(){return 0}getLabelAndValue(t){const e=this._cachedMeta,{iScale:i,vScale:s}=e,a=this.getParsed(t),n=a._custom,o=ua(n)?"["+n.start+", "+n.end+"]":""+s.getLabelForValue(a[s.axis]);return{label:""+i.getLabelForValue(a[i.axis]),value:o}}initialize(){this.enableOptionSharing=!0,super.initialize(),this._cachedMeta.stack=this.getDataset().stack}update(t){var e=this._cachedMeta;this.updateElements(e.data,0,e.data.length,t)}updateElements(e,i,s,a){const n="reset"===a,{index:o,_cachedMeta:{vScale:r}}=this,l=r.getBasePixel(),h=r.isHorizontal(),c=this._getRuler(),{sharedOptions:d,includeOptions:u}=this._getSharedOptions(i,a);for(let t=i;t<i+s;t++){const i=this.getParsed(t),s=n||P(i[r.axis])?{base:l,head:l}:this._calculateBarValuePixels(t),m=this._calculateBarIndexPixels(t,c),b=(i._stacks||{})[r.axis],x={horizontal:h,base:s.base,enableBorderRadius:!b||ua(i._custom)||o===b._top||o===b._bottom,x:h?s.head:m.center,y:h?m.center:s.head,height:h?m.size:Math.abs(s.size),width:h?Math.abs(s.size):m.size};u&&(x.options=d||this.resolveDataElementOptions(t,e[t].active?"active":a));var g=x.options||e[t].options;(function(n,t,e,i){let s=t.borderSkipped;const a={};if(!s)return n.borderSkipped=a;if(!0===s)return n.borderSkipped={top:!0,right:!0,bottom:!0,left:!0};var{start:t,end:o,reverse:r,top:l,bottom:h}=function(){let t,e,i,s,a;return i=n.horizontal?(t=n.base>n.x,e="left","right"):(t=n.base<n.y,e="bottom","top"),a=t?(s="end","start"):(s="start","end"),{start:e,end:i,reverse:t,top:s,bottom:a}}();"middle"===s&&e&&(n.enableBorderRadius=!0,s=(e._top||0)===i?l:(e._bottom||0)===i?h:(a[ga(h,t,o,r)]=!0,l)),a[ga(s,t,o,r)]=!0,n.borderSkipped=a})(x,g,b,o),[g,f,p]=[x,g["inflateAmount"],c.ratio],g.inflateAmount="auto"===f?1===p?.33:0:f,this.updateElement(e[t],t,x,a)}var f,p}_getStacks(t,i){const e=this._cachedMeta["iScale"],s=e.getMatchingVisibleMetas(this._type).filter(t=>t.controller.options.grouped),a=e.options.stacked,n=[];for(const e of s)if((void 0===i||!(t=>{var e=t.controller.getParsed(i),e=e&&e[t.vScale.axis];if(P(e)||isNaN(e))return!0})(e))&&((!1===a||-1===n.indexOf(e.stack)||void 0===a&&void 0===e.stack)&&n.push(e.stack),e.index===t))break;return n.length||n.push(void 0),n}_getStackCount(t){return this._getStacks(void 0,t).length}_getStackIndex(t,e,i){const s=this._getStacks(t,i),a=void 0!==e?s.indexOf(e):-1;return-1===a?s.length-1:a}_getRuler(){const t=this.options,e=this._cachedMeta,i=e.iScale,s=[];let a,n;for(a=0,n=e.data.length;a<n;++a)s.push(i.getPixelForValue(this.getParsed(a)[i.axis],a));var o=t.barThickness;return{min:o||function(t){const e=t.iScale,i=function(s,t){if(!s._cache.$bar){const a=s.getMatchingVisibleMetas(t);let i=[];for(let t=0,e=a.length;t<e;t++)i=i.concat(a[t].controller.getAllParsedValues(s));s._cache.$bar=wt(i.sort((t,e)=>t-e))}return s._cache.$bar}(e,t.type);let s,a,n,o,r=e._length;var l=()=>{32767!==n&&-32768!==n&&(G(o)&&(r=Math.min(r,Math.abs(n-o)||r)),o=n)};for(s=0,a=i.length;s<a;++s)n=e.getPixelForValue(i[s]),l();for(o=void 0,s=0,a=e.ticks.length;s<a;++s)n=e.getPixelForTick(s),l();return 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t=y(d)*e.getLineWidthForValue(o)/2;x+=t,d-=t}return{size:d,base:x,head:c,center:c+d/2}}_calculateBarIndexPixels(t,e){const i=e.scale,s=this.options,a=s.skipNull,n=T(s.maxBarThickness,1/0);let o,r;if(e.grouped){const i=a?this._getStackCount(t):e.stackCount,T=("flex"===s.barThickness?function(t,e,i,s){var a=e.pixels,n=a[t];let o=0<t?a[t-1]:null,r=t<a.length-1?a[t+1]:null;a=i.categoryPercentage,null===o&&(o=n-(null===r?e.end-e.start:r-n)),null===r&&(r=n+n-o),t=n-(n-Math.min(o,r))/2*a;return{chunk:Math.abs(r-o)/2*a/s,ratio:i.barPercentage,start:t}}:function(t,e,i,s){var a=i.barThickness;let n,o;return o=P(a)?(n=e.min*i.categoryPercentage,i.barPercentage):(n=a*s,1),{chunk:n/s,ratio:o,start:e.pixels[t]-n/2}})(t,e,s,i),l=this._getStackIndex(this.index,this._cachedMeta.stack,a?t:void 0);o=T.start+T.chunk*l+T.chunk/2,r=Math.min(n,T.chunk*T.ratio)}else o=i.getPixelForValue(this.getParsed(t)[i.axis],t),r=Math.min(n,e.min*e.ratio);return{base:o-r/2,head:o+r/2,center:o,size:r}}draw(){const t=this._cachedMeta,e=t.vScale,i=t.data,s=i.length;let a=0;for(;a<s;++a)null!==this.getParsed(a)[e.axis]&&i[a].draw(this._ctx)}},BubbleController:class extends Os{static id="bubble";static defaults={datasetElementType:!1,dataElementType:"point",animations:{numbers:{type:"number",properties:["x","y","borderWidth","radius"]}}};static overrides={scales:{x:{type:"linear"},y:{type:"linear"}}};initialize(){this.enableOptionSharing=!0,super.initialize()}parsePrimitiveData(t,e,i,s){const a=super.parsePrimitiveData(t,e,i,s);for(let t=0;t<a.length;t++)a[t]._custom=this.resolveDataElementOptions(t+i).radius;return a}parseArrayData(t,e,i,s){const a=super.parseArrayData(t,e,i,s);for(let t=0;t<a.length;t++){const s=e[i+t];a[t]._custom=T(s[2],this.resolveDataElementOptions(t+i).radius)}return a}parseObjectData(t,e,i,s){const a=super.parseObjectData(t,e,i,s);for(let t=0;t<a.length;t++){const s=e[i+t];a[t]._custom=T(s&&s.r&&+s.r,this.resolveDataElementOptions(t+i).radius)}return a}getMaxOverflow(){const 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defaultRoutes={backgroundColor:"backgroundColor"};static descriptors={_scriptable:!0,_indexable:t=>"borderDash"!==t};circumference;endAngle;fullCircles;innerRadius;outerRadius;pixelMargin;startAngle;constructor(t){super(),this.options=void 0,this.circumference=void 0,this.startAngle=void 0,this.endAngle=void 0,this.innerRadius=void 0,this.outerRadius=void 0,this.pixelMargin=0,this.fullCircles=0,t&&Object.assign(this,t)}inRange(t,e,i){var{angle:t,distance:e}=ut(this.getProps(["x","y"],i),{x:t,y:e}),{startAngle:i,endAngle:s,innerRadius:a,outerRadius:n,circumference:o}=this.getProps(["startAngle","endAngle","innerRadius","outerRadius","circumference"],i),r=(this.options.spacing+this.options.borderWidth)/2,o=T(o,s-i)>=_||pt(t,i,s),t=c(e,a+r,n+r);return o&&t}getCenterPoint(t){var{x:t,y:e,startAngle:i,endAngle:s,innerRadius:a,outerRadius:n}=this.getProps(["x","y","startAngle","endAngle","innerRadius","outerRadius"],t),{offset:o,spacing:r}=this.options,i=(i+s)/2,s=(a+n+r+o)/2;return{x:t+Math.cos(i)*s,y:e+Math.sin(i)*s}}tooltipPosition(t){return this.getCenterPoint(t)}draw(e){var{options:i,circumference:s}=this,a=(i.offset||0)/4,n=(i.spacing||0)/2,o=i.circular;if(this.pixelMargin="inner"===i.borderAlign?.33:0,this.fullCircles=s>_?Math.floor(s/_):0,!(0===s||this.innerRadius<0||this.outerRadius<0)){e.save();var r=(this.startAngle+this.endAngle)/2,r=(e.translate(Math.cos(r)*a,Math.sin(r)*a),a*(1-Math.sin(Math.min(S,s||0))));e.fillStyle=i.backgroundColor,e.strokeStyle=i.borderColor;{var l=e;a=this;s=r;i=n;var h=o;var{fullCircles:c,startAngle:d,circumference:u}=a;let t=a.endAngle;if(c){va(l,a,s,i,t,h);for(let t=0;t<c;++t)l.fill();isNaN(u)||(t=d+(u%_||_))}va(l,a,s,i,t,h),l.fill()}var g=e,d=this,u=r,a=n,s=o,{fullCircles:f,startAngle:i,circumference:h,options:r}=d,{borderWidth:n,borderJoinStyle:o,borderDash:p,borderDashOffset:m}=r,r="inner"===r.borderAlign;if(n){g.setLineDash(p||[]),g.lineDashOffset=m,r?(g.lineWidth=2*n,g.lineJoin=o||"round"):(g.lineWidth=n,g.lineJoin=o||"bevel");let t=d.endAngle;if(f){va(g,d,u,a,t,s);for(let t=0;t<f;++t)g.stroke();isNaN(h)||(t=i+(h%_||_))}if(r){p=g;m=d;n=t;var{startAngle:m,pixelMargin:o,x:i,y:h,outerRadius:r,innerRadius:b}=m,x=o/r;p.beginPath(),p.arc(i,h,r,m-x,n+x),o<b?p.arc(i,h,b,n+(x=o/b),m-x,!0):p.arc(i,h,o,n+D,m-D),p.closePath(),p.clip()}f||(va(g,d,u,a,t,s),g.stroke())}e.restore()}}},BarElement:class extends e{static id="bar";static defaults={borderSkipped:"start",borderWidth:0,borderRadius:0,inflateAmount:"auto",pointStyle:void 0};static defaultRoutes={backgroundColor:"backgroundColor",borderColor:"borderColor"};constructor(t){super(),this.options=void 0,this.horizontal=void 0,this.base=void 0,this.width=void 0,this.height=void 0,this.inflateAmount=void 0,t&&Object.assign(this,t)}draw(t){const{inflateAmount:e,options:{borderColor:i,backgroundColor:s}}=this,{inner:a,outer:n}=(u=Oa(r=this),g=u.right-u.left,f=u.bottom-u.top,c=g/2,p=f/2,d=(h=r).options.borderWidth,h=h.borderSkipped,d=Mi(d),p={t:Aa(h.top,d.top,0,p),r:Aa(h.right,d.right,0,c),b:Aa(h.bottom,d.bottom,0,p),l:Aa(h.left,d.left,0,c)},h=g/2,d=f/2,r=(c=r).getProps(["enableBorderRadius"]).enableBorderRadius,m=c.options.borderRadius,l=wi(m),h=Math.min(h,d),d=c.borderSkipped,r={topLeft:Aa(!(c=r||A(m))||d.top||d.left,l.topLeft,0,h),topRight:Aa(!c||d.top||d.right,l.topRight,0,h),bottomLeft:Aa(!c||d.bottom||d.left,l.bottomLeft,0,h),bottomRight:Aa(!c||d.bottom||d.right,l.bottomRight,0,h)},{outer:{x:u.left,y:u.top,w:g,h:f,radius:r},inner:{x:u.left+p.l,y:u.top+p.t,w:g-p.l-p.r,h:f-p.t-p.b,radius:{topLeft:Math.max(0,r.topLeft-Math.max(p.t,p.l)),topRight:Math.max(0,r.topRight-Math.max(p.t,p.r)),bottomLeft:Math.max(0,r.bottomLeft-Math.max(p.b,p.l)),bottomRight:Math.max(0,r.bottomRight-Math.max(p.b,p.r))}}}),o=(m=n.radius).topLeft||m.topRight||m.bottomLeft||m.bottomRight?je:La;var r,l,h,c,d,u,g,f,p,m;t.save(),n.w===a.w&&n.h===a.h||(t.beginPath(),o(t,Ea(n,e,a)),t.clip(),o(t,Ea(a,-e,n)),t.fillStyle=i,t.fill("evenodd")),t.beginPath(),o(t,Ea(a,e)),t.fillStyle=s,t.fill(),t.restore()}inRange(t,e,i){return Ta(this,t,e,i)}inXRange(t,e){return Ta(this,t,null,e)}inYRange(t,e){return Ta(this,null,t,e)}getCenterPoint(t){var{x:t,y:e,base:i,horizontal:s}=this.getProps(["x","y","base","horizontal"],t);return{x:s?(t+i)/2:t,y:s?e:(e+i)/2}}getRange(t){return"x"===t?this.width/2:this.height/2}},LineElement:Da,PointElement:class extends e{static id="point";parsed;skip;stop;static defaults={borderWidth:1,hitRadius:1,hoverBorderWidth:1,hoverRadius:4,pointStyle:"circle",radius:3,rotation:0};static defaultRoutes={backgroundColor:"backgroundColor",borderColor:"borderColor"};constructor(t){super(),this.options=void 0,this.parsed=void 0,this.skip=void 0,this.stop=void 0,t&&Object.assign(this,t)}inRange(t,e,i){var s=this.options,{x:i,y:a}=this.getProps(["x","y"],i);return Math.pow(t-i,2)+Math.pow(e-a,2)<Math.pow(s.hitRadius+s.radius,2)}inXRange(t,e){return Ca(this,t,"x",e)}inYRange(t,e){return Ca(this,t,"y",e)}getCenterPoint(t){var{x:t,y:e}=this.getProps(["x","y"],t);return{x:t,y:e}}size(t){var e=(t=t||this.options||{}).radius||0;return 2*((e=Math.max(e,e&&t.hoverRadius||0))+(e&&t.borderWidth||0))}draw(t,e){var i=this.options;this.skip||i.radius<.1||!M(this,e,this.size(i)/2)||(t.strokeStyle=i.borderColor,t.lineWidth=i.borderWidth,t.fillStyle=i.backgroundColor,ze(t,i,this.x,this.y))}getRange(){var t=this.options||{};return t.radius+t.hitRadius}}});function Ia(t){var e=this.getLabels();return 0<=t&&t<e.length?e[t]:t}function za(t,e,{horizontal:i,minRotation:s}){s=L(s),i=(i?Math.sin(s):Math.cos(s))||.001;return Math.min(e/i,.75*e*(""+t).length)}class Fa extends zs{constructor(t){super(t),this.start=void 0,this.end=void 0,this._startValue=void 0,this._endValue=void 0,this._valueRange=0}parse(t,e){return P(t)||("number"==typeof t||t instanceof Number)&&!isFinite(+t)?null:+t}handleTickRangeOptions(){const t=this.options["beginAtZero"],{minDefined:e,maxDefined:i}=this.getUserBounds();let{min:s,max:a}=this;var n,o=t=>s=e?s:t,r=t=>a=i?a:t;if(t){const t=y(s),e=y(a);t<0&&e<0?r(0):0<t&&0<e&&o(0)}s===a&&(n=0===a?1:Math.abs(.05*a),r(a+n),t||o(s-n)),this.min=s,this.max=a}getTickLimit(){let t,{maxTicksLimit:e,stepSize:i}=this.options.ticks;return i?1e3<(t=Math.ceil(this.max/i)-Math.floor(this.min/i)+1)&&(console.warn(`scales.${this.id}.ticks.stepSize: ${i} would result generating up to ${t} ticks. Limiting to 1000.`),t=1e3):(t=this.computeTickLimit(),e=e||11),t=e?Math.min(e,t):t}computeTickLimit(){return Number.POSITIVE_INFINITY}buildTicks(){var t=this.options,e=t.ticks,i=this.getTickLimit();const s=function(t,e){const i=[],{bounds:s,step:a,min:n,max:o,precision:r,count:l,maxTicks:h,maxDigits:c,includeBounds:d}=t,u=a||1,g=h-1,{min:f,max:p}=e,m=!P(n),b=!P(o),x=!P(l),v=(p-f)/(c+1);let _,y,M,w,k=nt((p-f)/g/u)*u;if(k<1e-14&&!m&&!b)return[{value:f},{value:p}];(w=Math.ceil(p/k)-Math.floor(f/k))>g&&(k=nt(w*k/g/u)*u),P(r)||(_=Math.pow(10,r),k=Math.ceil(k*_)/_),M="ticks"===s?(y=Math.floor(f/k)*k,Math.ceil(p/k)*k):(y=f,p),m&&b&&a&&lt((o-n)/a,k/1e3)?(w=Math.round(Math.min((o-n)/k,h)),k=(o-n)/w,y=n,M=o):x?(y=m?n:y,M=b?o:M,w=l-1,k=(M-y)/w):w=at(w=(M-y)/k,Math.round(w),k/1e3)?Math.round(w):Math.ceil(w);e=Math.max(dt(k),dt(y));_=Math.pow(10,P(r)?e:r),y=Math.round(y*_)/_,M=Math.round(M*_)/_;let S=0;for(m&&(d&&y!==n?(i.push({value:n}),y<n&&S++,at(Math.round((y+S*k)*_)/_,n,za(n,v,t))&&S++):y<n&&S++);S<w;++S){const t=Math.round((y+S*k)*_)/_;if(b&&t>o)break;i.push({value:t})}return b&&d&&M!==o?i.length&&at(i[i.length-1].value,o,za(o,v,t))?i[i.length-1].value=o:i.push({value:o}):b&&M!==o||i.push({value:M}),i}({maxTicks:Math.max(2,i),bounds:t.bounds,min:t.min,max:t.max,precision:e.precision,step:e.stepSize,count:e.count,maxDigits:this._maxDigits(),horizontal:this.isHorizontal(),minRotation:e.minRotation||0,includeBounds:!1!==e.includeBounds},this._range||this);return"ticks"===t.bounds&&ht(s,this,"value"),t.reverse?(s.reverse(),this.start=this.max,this.end=this.min):(this.start=this.min,this.end=this.max),s}configure(){var t=this.ticks;let e=this.min,i=this.max;super.configure(),this.options.offset&&t.length&&(t=(i-e)/Math.max(t.length-1,1)/2,e-=t,i+=t),this._startValue=e,this._endValue=i,this._valueRange=i-e}getLabelForValue(t){return de(t,this.chart.options.locale,this.options.ticks.format)}}class Va extends Fa{static id="linear";static defaults={ticks:{callback:ge.formatters.numeric}};determineDataLimits(){var{min:t,max:e}=this.getMinMax(!0);this.min=p(t)?t:0,this.max=p(e)?e:1,this.handleTickRangeOptions()}computeTickLimit(){var t=this.isHorizontal(),e=t?this.width:this.height,i=L(this.options.ticks.minRotation),t=(t?Math.sin(i):Math.cos(i))||.001,i=this._resolveTickFontOptions(0);return Math.ceil(e/Math.min(40,i.lineHeight/t))}getPixelForValue(t){return null===t?NaN:this.getPixelForDecimal((t-this._startValue)/this._valueRange)}getValueForPixel(t){return this._startValue+this.getDecimalForPixel(t)*this._valueRange}}const Ba=t=>Math.floor(r(t)),Wa=(t,e)=>Math.pow(10,Ba(t)+e);function Na(t){return 1==t/Math.pow(10,Ba(t))}function Ha(t,e,i){i=Math.pow(10,i),t=Math.floor(t/i);return Math.ceil(e/i)-t}class ja extends zs{static id="logarithmic";static defaults={ticks:{callback:ge.formatters.logarithmic,major:{enabled:!0}}};constructor(t){super(t),this.start=void 0,this.end=void 0,this._startValue=void 0,this._valueRange=0}parse(t,e){t=Fa.prototype.parse.apply(this,[t,e]);if(0!==t)return p(t)&&0<t?t:null;this._zero=!0}determineDataLimits(){var{min:t,max:e}=this.getMinMax(!0);this.min=p(t)?Math.max(0,t):null,this.max=p(e)?Math.max(0,e):null,this.options.beginAtZero&&(this._zero=!0),this._zero&&this.min!==this._suggestedMin&&!p(this._userMin)&&(this.min=t===Wa(this.min,0)?Wa(this.min,-1):Wa(this.min,0)),this.handleTickRangeOptions()}handleTickRangeOptions(){const{minDefined:e,maxDefined:i}=this.getUserBounds();let s=this.min,a=this.max;var t=t=>s=e?s:t,n=t=>a=i?a:t;s===a&&(s<=0?(t(1),n(10)):(t(Wa(s,-1)),n(Wa(a,1)))),s<=0&&t(Wa(a,-1)),a<=0&&n(Wa(s,1)),this.min=s,this.max=a}buildTicks(){const t=this.options,e=function(t,{min:e,max:i}){e=g(t.min,e);const s=[],a=Ba(e);let n=function(t,e){let i=Ba(e-t);for(;10<Ha(t,e,i);)i++;for(;Ha(t,e,i)<10;)i--;return Math.min(i,Ba(t))}(e,i),o=n<0?Math.pow(10,Math.abs(n)):1;var r=Math.pow(10,n),l=a>n?Math.pow(10,a):0,h=Math.round((e-l)*o)/o,c=Math.floor((e-l)/r/10)*r*10;let d=Math.floor((h-c)/Math.pow(10,n)),u=g(t.min,Math.round((l+c+d*Math.pow(10,n))*o)/o);for(;u<i;)s.push({value:u,major:Na(u),significand:d}),10<=d?d=d<15?15:20:d++,20<=d&&(n++,d=2,o=0<=n?1:o),u=Math.round((l+c+d*Math.pow(10,n))*o)/o;return e=g(t.max,u),s.push({value:e,major:Na(e),significand:d}),s}({min:this._userMin,max:this._userMax},this);return"ticks"===t.bounds&&ht(e,this,"value"),t.reverse?(e.reverse(),this.start=this.max,this.end=this.min):(this.start=this.min,this.end=this.max),e}getLabelForValue(t){return void 0===t?"0":de(t,this.chart.options.locale,this.options.ticks.format)}configure(){var t=this.min;super.configure(),this._startValue=r(t),this._valueRange=r(this.max)-r(t)}getPixelForValue(t){return null===(t=void 0!==t&&0!==t?t:this.min)||isNaN(t)?NaN:this.getPixelForDecimal(t===this.min?0:(r(t)-this._startValue)/this._valueRange)}getValueForPixel(t){t=this.getDecimalForPixel(t);return Math.pow(10,this._startValue+t*this._valueRange)}}function Ya(t){var e=t.ticks;if(e.display&&t.display){const t=I(e.backdropPadding);return T(e.font&&e.font.size,R.font.size)+t.height}return 0}function $a(t,e,i,s,a){return t===s||t===a?{start:e-i/2,end:e+i/2}:t<s||a<t?{start:e-i,end:e}:{start:e,end:e+i}}function Ua(e){const i={l:e.left+e._padding.left,r:e.right-e._padding.right,t:e.top+e._padding.top,b:e.bottom-e._padding.bottom},s=Object.assign({},i),a=[],n=[],o=e._pointLabels.length,r=e.options.pointLabels,l=r.centerPointLabels?S/o:0;for(let t=0;t<o;t++){const o=r.setContext(e.getPointLabelContext(t));n[t]=o.padding;var h=e.getPointPosition(t,e.drawingArea+n[t],l),c=z(o.font),d=(d=e.ctx,c=c,u=O(u=e._pointLabels[t])?u:[u],{w:Ee(d,c.string,u),h:u.length*c.lineHeight}),u=(a[t]=d,v(e.getIndexAngle(t)+l)),c=Math.round(ct(u));{g=void 0;f=void 0;p=void 0;m=void 0;b=void 0;x=void 0;p=void 0;var g=s;var f=i;var p=u;var m=$a(c,h.x,d.w,0,180);var b=$a(c,h.y,d.h,90,270);var x=Math.abs(Math.sin(p)),p=Math.abs(Math.cos(p));let t=0,e=0;m.start<f.l?(t=(f.l-m.start)/x,g.l=Math.min(g.l,f.l-t)):m.end>f.r&&(t=(m.end-f.r)/x,g.r=Math.max(g.r,f.r+t)),b.start<f.t?(e=(f.t-b.start)/p,g.t=Math.min(g.t,f.t-e)):b.end>f.b&&(e=(b.end-f.b)/p,g.b=Math.max(g.b,f.b+e))}}var d,u;e.setCenterPoint(i.l-s.l,s.r-i.r,i.t-s.t,s.b-i.b),e._pointLabelItems=function(e,i,s){const a=[],n=e._pointLabels.length,t=e.options,{centerPointLabels:o,display:r}=t.pointLabels,l={extra:Ya(t)/2,additionalAngle:o?S/n:0};let h;for(let t=0;t<n;t++){l.padding=s[t],l.size=i[t];const n=function(t,e,i){const s=t.drawingArea,{extra:a,additionalAngle:n,padding:o,size:r}=i,l=t.getPointPosition(e,s+a+o,n),h=Math.round(ct(v(l.angle+D))),c=function(t,e){return 90===h||270===h?t-=e/2:(270<h||h<90)&&(t-=e),t}(l.y,r.h),d=function(t){return 0===t||180===t?"center":t<180?"left":"right"}(h),u=function(t,e){return"right"===d?t-=e:"center"===d&&(t-=e/2),t}(l.x,r.w);return{visible:!0,x:l.x,y:c,textAlign:d,left:u,top:c,right:u+r.w,bottom:c+r.h}}(e,t,l);a.push(n),"auto"===r&&(n.visible=function(t,e){if(!e)return!0;var{left:t,top:i,right:s,bottom:a}=t;return!(M({x:t,y:i},e)||M({x:t,y:a},e)||M({x:s,y:i},e)||M({x:s,y:a},e))}(n,h),n.visible&&(h=n))}return a}(e,a,n)}function Xa(e,i,t,s){const a=e["ctx"];if(t)a.arc(e.xCenter,e.yCenter,i,0,_);else{var n=e.getPointPosition(0,i);a.moveTo(n.x,n.y);for(let t=1;t<s;t++)n=e.getPointPosition(t,i),a.lineTo(n.x,n.y)}}class qa extends Fa{static id="radialLinear";static defaults={display:!0,animate:!0,position:"chartArea",angleLines:{display:!0,lineWidth:1,borderDash:[],borderDashOffset:0},grid:{circular:!1},startAngle:0,ticks:{showLabelBackdrop:!0,callback:ge.formatters.numeric},pointLabels:{backdropColor:void 0,backdropPadding:2,display:!0,font:{size:10},callback:t=>t,padding:5,centerPointLabels:!1}};static defaultRoutes={"angleLines.color":"borderColor","pointLabels.color":"color","ticks.color":"color"};static descriptors={angleLines:{_fallback:"grid"}};constructor(t){super(t),this.xCenter=void 0,this.yCenter=void 0,this.drawingArea=void 0,this._pointLabels=[],this._pointLabelItems=[]}setDimensions(){var t=this._padding=I(Ya(this.options)/2),e=this.width=this.maxWidth-t.width,i=this.height=this.maxHeight-t.height;this.xCenter=Math.floor(this.left+e/2+t.left),this.yCenter=Math.floor(this.top+i/2+t.top),this.drawingArea=Math.floor(Math.min(e,i)/2)}determineDataLimits(){var{min:t,max:e}=this.getMinMax(!1);this.min=p(t)&&!isNaN(t)?t:0,this.max=p(e)&&!isNaN(e)?e:0,this.handleTickRangeOptions()}computeTickLimit(){return Math.ceil(this.drawingArea/Ya(this.options))}generateTickLabels(t){Fa.prototype.generateTickLabels.call(this,t),this._pointLabels=this.getLabels().map((t,e)=>{t=d(this.options.pointLabels.callback,[t,e],this);return t||0===t?t:""}).filter((t,e)=>this.chart.getDataVisibility(e))}fit(){var t=this.options;t.display&&t.pointLabels.display?Ua(this):this.setCenterPoint(0,0,0,0)}setCenterPoint(t,e,i,s){this.xCenter+=Math.floor((t-e)/2),this.yCenter+=Math.floor((i-s)/2),this.drawingArea-=Math.min(this.drawingArea/2,Math.max(t,e,i,s))}getIndexAngle(t){return v(t*(_/(this._pointLabels.length||1))+L(this.options.startAngle||0))}getDistanceFromCenterForValue(t){if(P(t))return NaN;var e=this.drawingArea/(this.max-this.min);return this.options.reverse?(this.max-t)*e:(t-this.min)*e}getValueForDistanceFromCenter(t){if(P(t))return NaN;t/=this.drawingArea/(this.max-this.min);return this.options.reverse?this.max-t:this.min+t}getPointLabelContext(t){var e=this._pointLabels||[];if(0<=t&&t<e.length)return e=e[t],Pi(this.getContext(),{label:e,index:t,type:"pointLabel"})}getPointPosition(t,e,i=0){t=this.getIndexAngle(t)-D+i;return{x:Math.cos(t)*e+this.xCenter,y:Math.sin(t)*e+this.yCenter,angle:t}}getPointPositionForValue(t,e){return this.getPointPosition(t,this.getDistanceFromCenterForValue(e))}getBasePosition(t){return this.getPointPositionForValue(t||0,this.getBaseValue())}getPointLabelPosition(t){var{left:t,top:e,right:i,bottom:s}=this._pointLabelItems[t];return{left:t,top:e,right:i,bottom:s}}drawBackground(){var{backgroundColor:t,grid:{circular:e}}=this.options;if(t){const i=this.ctx;i.save(),i.beginPath(),Xa(this,this.getDistanceFromCenterForValue(this._endValue),e,this._pointLabels.length),i.closePath(),i.fillStyle=t,i.fill(),i.restore()}}drawGrid(){const t=this.ctx,e=this.options,{angleLines:i,grid:h,border:c}=e,d=this._pointLabels.length;let s,u,a;if(e.pointLabels.display){var n=this,o=d;const{ctx:_,options:{pointLabels:y}}=n;for(let t=o-1;0<=t;t--){const o=n._pointLabelItems[t];if(o.visible){var r,l=y.setContext(n.getPointLabelContext(t)),g=(m=x=r=f=r=v=x=b=m=p=f=g=void 0,_),f=l,p=o,{left:m,top:b,right:x,bottom:v}=p;if(!P(r=f["backdropColor"])){const p=wi(f.borderRadius),P=I(f.backdropPadding);g.fillStyle=r;f=m-P.left,r=b-P.top,x=x-m+P.width,m=v-b+P.height;Object.values(p).some(t=>0!==t)?(g.beginPath(),je(g,{x:f,y:r,w:x,h:m,radius:p}),g.fill()):g.fillRect(f,r,x,m)}var p=z(l.font),{x:v,y:b,textAlign:g}=o;He(_,n._pointLabels[t],v,b+p.lineHeight/2,p,{color:l.color,textAlign:g,textBaseline:"middle"})}}}if(h.display&&this.ticks.forEach((t,e)=>{if(0!==e){u=this.getDistanceFromCenterForValue(t.value);t=this.getContext(e),e=h.setContext(t),t=c.setContext(t);{var i=this,s=u,a=d;const n=i.ctx,o=e.circular,{color:r,lineWidth:l}=e;!o&&!a||!r||!l||s<0||(n.save(),n.strokeStyle=r,n.lineWidth=l,n.setLineDash(t.dash),n.lineDashOffset=t.dashOffset,n.beginPath(),Xa(i,s,o,a),n.closePath(),n.stroke(),n.restore())}}}),i.display){for(t.save(),s=d-1;0<=s;s--){const h=i.setContext(this.getPointLabelContext(s)),{color:c,lineWidth:d}=h;d&&c&&(t.lineWidth=d,t.strokeStyle=c,t.setLineDash(h.borderDash),t.lineDashOffset=h.borderDashOffset,u=this.getDistanceFromCenterForValue(e.ticks.reverse?this.min:this.max),a=this.getPointPosition(s,u),t.beginPath(),t.moveTo(this.xCenter,this.yCenter),t.lineTo(a.x,a.y),t.stroke())}t.restore()}}drawBorder(){}drawLabels(){const o=this.ctx,r=this.options,l=r.ticks;if(l.display){var t=this.getIndexAngle(0);let a,n;o.save(),o.translate(this.xCenter,this.yCenter),o.rotate(t),o.textAlign="center",o.textBaseline="middle",this.ticks.forEach((t,e)=>{if(0!==e||r.reverse){var i=l.setContext(this.getContext(e)),s=z(i.font);if(a=this.getDistanceFromCenterForValue(this.ticks[e].value),i.showLabelBackdrop){o.font=s.string,n=o.measureText(t.label).width,o.fillStyle=i.backdropColor;const r=I(i.backdropPadding);o.fillRect(-n/2-r.left,-a-s.size/2-r.top,n+r.width,s.size+r.height)}He(o,t.label,0,-a,s,{color:i.color,strokeColor:i.textStrokeColor,strokeWidth:i.textStrokeWidth})}}),o.restore()}}drawTitle(){}}const Ka={millisecond:{common:!0,size:1,steps:1e3},second:{common:!0,size:1e3,steps:60},minute:{common:!0,size:6e4,steps:60},hour:{common:!0,size:36e5,steps:24},day:{common:!0,size:864e5,steps:30},week:{common:!1,size:6048e5,steps:4},month:{common:!0,size:2628e6,steps:12},quarter:{common:!1,size:7884e6,steps:4},year:{common:!0,size:3154e7}},h=Object.keys(Ka);function Ga(t,e){return t-e}function Za(t,e){if(P(e))return null;const i=t._adapter,{parser:s,round:a,isoWeekday:n}=t._parseOpts;let o=e;return null===(o=p(o="function"==typeof s?s(o):o)?o:"string"==typeof s?i.parse(o,s):i.parse(o))?null:+(o=a?"week"!==a||!rt(n)&&!0!==n?i.startOf(o,a):i.startOf(o,"isoWeek",n):o)}function Ja(e,i,s,a){const n=h.length;for(let t=h.indexOf(e);t<n-1;++t){const e=Ka[h[t]],n=e.steps||Number.MAX_SAFE_INTEGER;if(e.common&&Math.ceil((s-i)/(n*e.size))<=a)return h[t]}return h[n-1]}function Qa(t,e,i){var s,a;i?i.length&&({lo:s,hi:a}=bt(i,e),t[i[s]>=e?i[s]:i[a]]=!0):t[e]=!0}function tn(i,t,s){const a=[],n={},e=t.length;let o,r;for(o=0;o<e;++o)r=t[o],n[r]=o,a.push({value:r,major:!1});if(0!==e&&s){var l=a,h=n,c=s;const d=i._adapter,u=+d.startOf(l[0].value,c),g=l[l.length-1].value;let t,e;for(t=u;t<=g;t=+d.add(t,1,c))0<=(e=h[t])&&(l[e].major=!0);return l}return a}class en extends zs{static id="time";static defaults={bounds:"data",adapters:{},time:{parser:!1,unit:!1,round:!1,isoWeekday:!1,minUnit:"millisecond",displayFormats:{}},ticks:{source:"auto",callback:!1,major:{enabled:!1}}};constructor(t){super(t),this._cache={data:[],labels:[],all:[]},this._unit="day",this._majorUnit=void 0,this._offsets={},this._normalized=!1,this._parseOpts=void 0}init(t,e={}){const i=t.time||(t.time={}),s=this._adapter=new ha._date(t.adapters.date);s.init(e),$(i.displayFormats,s.formats()),this._parseOpts={parser:i.parser,round:i.round,isoWeekday:i.isoWeekday},super.init(t),this._normalized=e.normalized}parse(t,e){return void 0===t?null:Za(this,t)}beforeLayout(){super.beforeLayout(),this._cache={data:[],labels:[],all:[]}}determineDataLimits(){const t=this.options,e=this._adapter,i=t.time.unit||"day";let{min:s,max:a,minDefined:n,maxDefined:o}=this.getUserBounds();function r(t){n||isNaN(t.min)||(s=Math.min(s,t.min)),o||isNaN(t.max)||(a=Math.max(a,t.max))}n&&o||(r(this._getLabelBounds()),"ticks"===t.bounds&&"labels"===t.ticks.source||r(this.getMinMax(!1))),s=p(s)&&!isNaN(s)?s:+e.startOf(Date.now(),i),a=p(a)&&!isNaN(a)?a:+e.endOf(Date.now(),i)+1,this.min=Math.min(s,a-1),this.max=Math.max(s+1,a)}_getLabelBounds(){var t=this.getLabelTimestamps();let e=Number.POSITIVE_INFINITY,i=Number.NEGATIVE_INFINITY;return t.length&&(e=t[0],i=t[t.length-1]),{min:e,max:i}}buildTicks(){var t=this.options,e=t.time,i=t.ticks,s="labels"===i.source?this.getLabelTimestamps():this._generate();"ticks"===t.bounds&&s.length&&(this.min=this._userMin||s[0],this.max=this._userMax||s[s.length-1]);const a=this.min,n=vt(s,a,this.max);return this._unit=e.unit||(i.autoSkip?Ja(e.minUnit,this.min,this.max,this._getLabelCapacity(a)):function(e,i,s,a,n){for(let t=h.length-1;t>=h.indexOf(s);t--){const s=h[t];if(Ka[s].common&&e._adapter.diff(n,a,s)>=i-1)return s}return h[s?h.indexOf(s):0]}(this,n.length,e.minUnit,this.min,this.max)),this._majorUnit=i.major.enabled&&"year"!==this._unit?function(i){for(let t=h.indexOf(i)+1,e=h.length;t<e;++t)if(Ka[h[t]].common)return h[t]}(this._unit):void 0,this.initOffsets(s),t.reverse&&n.reverse(),tn(this,n,this._majorUnit)}afterAutoSkip(){this.options.offsetAfterAutoskip&&this.initOffsets(this.ticks.map(t=>+t.value))}initOffsets(t=[]){let e,i,s=0,a=0;this.options.offset&&t.length&&(e=this.getDecimalForValue(t[0]),s=1===t.length?1-e:(this.getDecimalForValue(t[1])-e)/2,i=this.getDecimalForValue(t[t.length-1]),a=1===t.length?i:(i-this.getDecimalForValue(t[t.length-2]))/2);t=t.length<3?.5:.25;s=C(s,0,t),a=C(a,0,t),this._offsets={start:s,end:a,factor:1/(s+1+a)}}_generate(){const t=this._adapter,e=this.min,i=this.max,s=this.options,a=s.time,n=a.unit||Ja(a.minUnit,e,i,this._getLabelCapacity(e)),o=T(s.ticks.stepSize,1),r="week"===n&&a.isoWeekday,l=rt(r)||!0===r,h={};let c,d,u=e;if(l&&(u=+t.startOf(u,"isoWeek",r)),u=+t.startOf(u,l?"day":n),t.diff(i,e,n)>1e5*o)throw new Error(e+" and "+i+" are too far apart with stepSize of "+o+" "+n);var g="data"===s.ticks.source&&this.getDataTimestamps();for(c=u,d=0;c<i;c=+t.add(c,o,n),d++)Qa(h,c,g);return c!==i&&"ticks"!==s.bounds&&1!==d||Qa(h,c,g),Object.keys(h).sort(Ga).map(t=>+t)}getLabelForValue(t){const e=this._adapter,i=this.options.time;return i.tooltipFormat?e.format(t,i.tooltipFormat):e.format(t,i.displayFormats.datetime)}format(t,e){var i=this.options.time.displayFormats,s=this._unit,e=e||i[s];return this._adapter.format(t,e)}_tickFormatFunction(t,e,i,s){var a=this.options,n=a.ticks.callback;if(n)return d(n,[t,e,i],this);var n=a.time.displayFormats,a=this._unit,o=this._majorUnit,a=a&&n[a],n=o&&n[o],i=i[e],e=o&&n&&i&&i.major;return this._adapter.format(t,s||(e?n:a))}generateTickLabels(t){let e,i,s;for(e=0,i=t.length;e<i;++e)(s=t[e]).label=this._tickFormatFunction(s.value,e,t)}getDecimalForValue(t){return null===t?NaN:(t-this.min)/(this.max-this.min)}getPixelForValue(t){var e=this._offsets,t=this.getDecimalForValue(t);return this.getPixelForDecimal((e.start+t)*e.factor)}getValueForPixel(t){var e=this._offsets,t=this.getDecimalForPixel(t)/e.factor-e.end;return this.min+t*(this.max-this.min)}_getLabelSize(t){var e=this.options.ticks,t=this.ctx.measureText(t).width,e=L(this.isHorizontal()?e.maxRotation:e.minRotation),i=Math.cos(e),e=Math.sin(e),s=this._resolveTickFontOptions(0).size;return{w:t*i+s*e,h:t*e+s*i}}_getLabelCapacity(t){var e=this.options.time,i=e.displayFormats,e=i[e.unit]||i.millisecond,i=this._tickFormatFunction(t,0,tn(this,[t],this._majorUnit),e),t=this._getLabelSize(i),e=Math.floor(this.isHorizontal()?this.width/t.w:this.height/t.h)-1;return 0<e?e:1}getDataTimestamps(){let t,e,i=this._cache.data||[];if(i.length)return i;const s=this.getMatchingVisibleMetas();if(this._normalized&&s.length)return this._cache.data=s[0].controller.getAllParsedValues(this);for(t=0,e=s.length;t<e;++t)i=i.concat(s[t].controller.getAllParsedValues(this));return this._cache.data=this.normalize(i)}getLabelTimestamps(){const t=this._cache.labels||[];let e,i;if(t.length)return t;var s=this.getLabels();for(e=0,i=s.length;e<i;++e)t.push(Za(this,s[e]));return this._cache.labels=this._normalized?t:this.normalize(t)}normalize(t){return wt(t.sort(Ga))}}function sn(t,e,i){let s,a,n,o,r=0,l=t.length-1;i?(e>=t[r].pos&&e<=t[l].pos&&({lo:r,hi:l}=f(t,"pos",e)),{pos:s,time:n}=t[r],{pos:a,time:o}=t[l]):(e>=t[r].time&&e<=t[l].time&&({lo:r,hi:l}=f(t,"time",e)),{time:s,pos:n}=t[r],{time:a,pos:o}=t[l]);i=a-s;return i?n+(o-n)*(e-s)/i:n}var an=Object.freeze({__proto__:null,CategoryScale:class extends zs{static id="category";static defaults={ticks:{callback:Ia}};constructor(t){super(t),this._startValue=void 0,this._valueRange=0,this._addedLabels=[]}init(t){var e=this._addedLabels;if(e.length){const t=this.getLabels();for(var{index:i,label:s}of e)t[i]===s&&t.splice(i,1);this._addedLabels=[]}super.init(t)}parse(t,e){if(P(t))return null;var i,s,a,n,o,r,l=this.getLabels();return a=e=isFinite(e)&&l[e]===t?e:(i=l,s=T(e,t=t),a=this._addedLabels,-1===(r=i.indexOf(t))?(o=s,a=a,"string"==typeof(n=t)?(o=i.push(n)-1,a.unshift({index:o,label:n})):isNaN(n)&&(o=null),o):r!==i.lastIndexOf(t)?s:r),n=l.length-1,null===a?null:C(Math.round(a),0,n)}determineDataLimits(){var{minDefined:t,maxDefined:e}=this.getUserBounds();let{min:i,max:s}=this.getMinMax(!0);"ticks"===this.options.bounds&&(t||(i=0),e||(s=this.getLabels().length-1)),this.min=i,this.max=s}buildTicks(){const e=this.min,i=this.max,t=this.options.offset,s=[];let a=this.getLabels();a=0===e&&i===a.length-1?a:a.slice(e,i+1),this._valueRange=Math.max(a.length-(t?0:1),1),this._startValue=this.min-(t?.5:0);for(let t=e;t<=i;t++)s.push({value:t});return s}getLabelForValue(t){return Ia.call(this,t)}configure(){super.configure(),this.isHorizontal()||(this._reversePixels=!this._reversePixels)}getPixelForValue(t){return null===(t="number"!=typeof t?this.parse(t):t)?NaN:this.getPixelForDecimal((t-this._startValue)/this._valueRange)}getPixelForTick(t){var e=this.ticks;return t<0||t>e.length-1?null:this.getPixelForValue(e[t].value)}getValueForPixel(t){return Math.round(this._startValue+this.getDecimalForPixel(t)*this._valueRange)}getBasePixel(){return this.bottom}},LinearScale:Va,LogarithmicScale:ja,RadialLinearScale:qa,TimeScale:en,TimeSeriesScale:class extends en{static id="timeseries";static defaults=en.defaults;constructor(t){super(t),this._table=[],this._minPos=void 0,this._tableRange=void 0}initOffsets(){var t=this._getTimestampsForTable(),e=this._table=this.buildLookupTable(t);this._minPos=sn(e,this.min),this._tableRange=sn(e,this.max)-this._minPos,super.initOffsets(t)}buildLookupTable(t){const{min:e,max:i}=this,s=[],a=[];let n,o,r,l,h;for(n=0,o=t.length;n<o;++n)(l=t[n])>=e&&l<=i&&s.push(l);if(s.length<2)return[{time:e,pos:0},{time:i,pos:1}];for(n=0,o=s.length;n<o;++n)h=s[n+1],r=s[n-1],l=s[n],Math.round((h+r)/2)!==l&&a.push({time:l,pos:n/(o-1)});return a}_generate(){var t=this.min,e=this.max;let i=super.getDataTimestamps();return i.includes(t)&&i.length||i.splice(0,0,t),i.includes(e)&&1!==i.length||i.push(e),i.sort((t,e)=>t-e)}_getTimestampsForTable(){let t=this._cache.all||[];if(t.length)return t;const e=this.getDataTimestamps(),i=this.getLabelTimestamps();return t=e.length&&i.length?this.normalize(e.concat(i)):e.length?e:i,t=this._cache.all=t}getDecimalForValue(t){return(sn(this._table,t)-this._minPos)/this._tableRange}getValueForPixel(t){var e=this._offsets,t=this.getDecimalForPixel(t)/e.factor-e.end;return sn(this._table,t*this._tableRange+this._minPos,!0)}}});const nn=["rgb(54, 162, 235)","rgb(255, 99, 132)","rgb(255, 159, 64)","rgb(255, 205, 86)","rgb(75, 192, 192)","rgb(153, 102, 255)","rgb(201, 203, 207)"],on=nn.map(t=>t.replace("rgb(","rgba(").replace(")",", 0.5)"));function rn(t){return nn[t%nn.length]}function ln(t){return on[t%on.length]}function hn(n){let o=0;return(t,e)=>{var i,s,a,e=n.getDatasetMeta(e).controller;e instanceof pa?o=(s=t,a=o,s.backgroundColor=s.data.map(()=>rn(a++)),a):e instanceof ma?o=(s=t,i=o,s.backgroundColor=s.data.map(()=>ln(i++)),i):e&&(o=(e=t,t=o,e.borderColor=rn(t),e.backgroundColor=ln(t),++t))}}function cn(t){let e;for(e in t)if(t[e].borderColor||t[e].backgroundColor)return 1}var dn={id:"colors",defaults:{enabled:!0,forceOverride:!1},beforeLayout(t,e,i){if(i.enabled){const{data:{datasets:s},options:a}=t.config,n=a["elements"];!i.forceOverride&&(cn(s)||a&&(a.borderColor||a.backgroundColor)||n&&cn(n))||(i=hn(t),s.forEach(i))}}};function un(t){var e;t._decimated&&(e=t._data,delete t._decimated,delete t._data,Object.defineProperty(t,"data",{configurable:!0,enumerable:!0,writable:!0,value:e}))}function gn(t){t.data.datasets.forEach(t=>{un(t)})}var fn={id:"decimation",defaults:{algorithm:"min-max",enabled:!1},beforeElementsUpdate:(r,t,M)=>{if(M.enabled){const l=r.width;r.data.datasets.forEach((e,t)=>{var{_data:i,indexAxis:s}=e,h=r.getDatasetMeta(t),a=i||e.data;if("y"!==ki([s,r.options.indexAxis])&&h.controller.supportsDecimation){t=r.scales[h.xAxisID];if(("linear"===t.type||"time"===t.type)&&!r.options.parsing){var{start:n,count:o}=function(t){var e=t.length;let i,s=0;const a=h["iScale"],{min:n,max:o,minDefined:r,maxDefined:l}=a.getUserBounds();return r&&(s=C(f(t,a.axis,n).lo,0,e-1)),i=l?C(f(t,a.axis,o).hi+1,s,e)-s:e-s,{start:s,count:i}}(a);if(o<=(M.threshold||4*l))un(e);else{let t;switch(P(i)&&(e._data=a,delete e.data,Object.defineProperty(e,"data",{configurable:!0,enumerable:!0,get:function(){return this._decimated},set:function(t){this._data=t}})),M.algorithm){case"lttb":t=function(s,a,n,t){var e=M.samples||t;if(n<=e)return s.slice(a,a+n);const o=[],r=(n-2)/(e-2);let l=0;const h=a+n-1;let 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r=E(c,e,e+i);h.textAlign=l.textAlign(Dt(c)),h.textBaseline="middle",h.strokeStyle=a.color,h.fillStyle=a.color,h.font=n.string,He(h,a.text,r,t,n)}}_computeTitleHeight(){var t=this.options.title,e=z(t.font),i=I(t.padding);return t.display?e.lineHeight+i.height:0}_getLegendItemAt(t,e){let i,s,a;if(c(t,this.left,this.right)&&c(e,this.top,this.bottom))for(a=this.legendHitBoxes,i=0;i<a.length;++i)if(c(t,(s=a[i]).left,s.left+s.width)&&c(e,s.top,s.top+s.height))return this.legendItems[i];return null}handleEvent(t){var e,i,s,a=this.options;("mousemove"!==(e=t.type)&&"mouseout"!==e||!a.onHover&&!a.onLeave)&&(!a.onClick||"click"!==e&&"mouseup"!==e)||(e=this._getLegendItemAt(t.x,t.y),"mousemove"===t.type||"mouseout"===t.type?(s=null!==(i=this._hoveredItem)&&null!==e&&i.datasetIndex===e.datasetIndex&&i.index===e.index,i&&!s&&d(a.onLeave,[t,i,this],this),(this._hoveredItem=e)&&!s&&d(a.onHover,[t,e,this],this)):e&&d(a.onClick,[t,e,this],this))}}function An(t,e){return e*(t.text?t.text.length:0)}var Tn={id:"legend",_element:On,start(t,e,i){var s=t.legend=new On({ctx:t.ctx,options:i,chart:t});a.configure(t,s,i),a.addBox(t,s)},stop(t){a.removeBox(t,t.legend),delete t.legend},beforeUpdate(t,e,i){const s=t.legend;a.configure(t,s,i),s.options=i},afterUpdate(t){const e=t.legend;e.buildLabels(),e.adjustHitBoxes()},afterEvent(t,e){e.replay||t.legend.handleEvent(e.event)},defaults:{display:!0,position:"top",align:"center",fullSize:!0,reverse:!1,weight:1e3,onClick(t,e,i){const s=e.datasetIndex,a=i.chart;a.isDatasetVisible(s)?(a.hide(s),e.hidden=!0):(a.show(s),e.hidden=!1)},onHover:null,onLeave:null,labels:{color:t=>t.chart.options.color,boxWidth:40,padding:10,generateLabels(t){const s=t.data.datasets,{usePointStyle:a,pointStyle:n,textAlign:o,color:r,useBorderRadius:l,borderRadius:h}=t.legend.options["labels"];return t._getSortedDatasetMetas().map(t=>{var e=t.controller.getStyle(a?0:void 0),i=I(e.borderWidth);return{text:s[t.index].label,fillStyle:e.backgroundColor,fontColor:r,hidden:!t.visible,lineCap:e.borderCapStyle,lineDash:e.borderDash,lineDashOffset:e.borderDashOffset,lineJoin:e.borderJoinStyle,lineWidth:(i.width+i.height)/4,strokeStyle:e.borderColor,pointStyle:n||e.pointStyle,rotation:e.rotation,textAlign:o||e.textAlign,borderRadius:l&&(h||e.borderRadius),datasetIndex:t.index}},this)}},title:{color:t=>t.chart.options.color,display:!1,position:"center",text:""}},descriptors:{_scriptable:t=>!t.startsWith("on"),labels:{_scriptable:t=>!["generateLabels","filter","sort"].includes(t)}}};class Ln extends e{constructor(t){super(),this.chart=t.chart,this.options=t.options,this.ctx=t.ctx,this._padding=void 0,this.top=void 0,this.bottom=void 0,this.left=void 0,this.right=void 0,this.width=void 0,this.height=void 0,this.position=void 0,this.weight=void 0,this.fullSize=void 0}update(t,e){var i=this.options;this.left=0,this.top=0,i.display?(this.width=this.right=t,this.height=this.bottom=e,t=O(i.text)?i.text.length:1,this._padding=I(i.padding),e=t*z(i.font).lineHeight+this._padding.height,this.isHorizontal()?this.height=e:this.width=e):this.width=this.height=this.right=this.bottom=0}isHorizontal(){var t=this.options.position;return"top"===t||"bottom"===t}_drawArgs(t){var{top:e,left:i,bottom:s,right:a,options:n}=this,o=n.align;let r,l,h,c=0;return r=this.isHorizontal()?(l=E(o,i,a),h=e+t,a-i):(c="left"===n.position?(l=i+t,h=E(o,s,e),-.5*S):(l=a-t,h=E(o,e,s),.5*S),s-e),{titleX:l,titleY:h,maxWidth:r,rotation:c}}draw(){var t,e,i,s,a,n=this.ctx,o=this.options;o.display&&(e=(t=z(o.font)).lineHeight/2+this._padding.top,{titleX:e,titleY:i,maxWidth:s,rotation:a}=this._drawArgs(e),He(n,o.text,0,0,t,{color:o.color,maxWidth:s,rotation:a,textAlign:Dt(o.align),textBaseline:"middle",translation:[e,i]}))}}var En={id:"title",_element:Ln,start(t,e,i){var s;t=t,i=i,s=new Ln({ctx:t.ctx,options:i,chart:t}),a.configure(t,s,i),a.addBox(t,s),t.titleBlock=s},stop(t){var e=t.titleBlock;a.removeBox(t,e),delete t.titleBlock},beforeUpdate(t,e,i){const s=t.titleBlock;a.configure(t,s,i),s.options=i},defaults:{align:"center",display:!1,font:{weight:"bold"},fullSize:!0,padding:10,position:"top",text:"",weight:2e3},defaultRoutes:{color:"color"},descriptors:{_scriptable:!0,_indexable:!1}};const Rn=new WeakMap;var In={id:"subtitle",start(t,e,i){var s=new Ln({ctx:t.ctx,options:i,chart:t});a.configure(t,s,i),a.addBox(t,s),Rn.set(t,s)},stop(t){a.removeBox(t,Rn.get(t)),Rn.delete(t)},beforeUpdate(t,e,i){const s=Rn.get(t);a.configure(t,s,i),s.options=i},defaults:{align:"center",display:!1,font:{weight:"normal"},fullSize:!0,padding:0,position:"top",text:"",weight:1500},defaultRoutes:{color:"color"},descriptors:{_scriptable:!0,_indexable:!1}};const zn={average(t){if(!t.length)return!1;let e,i,s=0,a=0,n=0;for(e=0,i=t.length;e<i;++e){const i=t[e].element;if(i&&i.hasValue()){const t=i.tooltipPosition();s+=t.x,a+=t.y,++n}}return{x:s/n,y:a/n}},nearest(t,e){if(!t.length)return!1;let i,s,a,n=e.x,o=e.y,r=Number.POSITIVE_INFINITY;for(i=0,s=t.length;i<s;++i){const s=t[i].element;if(s&&s.hasValue()){const t=gt(e,s.getCenterPoint());t<r&&(r=t,a=s)}}if(a){const t=a.tooltipPosition();n=t.x,o=t.y}return{x:n,y:o}}};function x(t,e){return e&&(O(e)?Array.prototype.push.apply(t,e):t.push(e)),t}function Fn(t){return("string"==typeof t||t instanceof String)&&-1<t.indexOf("\n")?t.split("\n"):t}function Vn(t,e){const i=t.chart.ctx,{body:s,footer:a,title:n}=t,{boxWidth:o,boxHeight:r}=e,l=z(e.bodyFont),h=z(e.titleFont),c=z(e.footerFont),d=n.length,u=a.length,g=s.length,f=I(e.padding);let p=f.height,m=0,b=s.reduce((t,e)=>t+e.before.length+e.lines.length+e.after.length,0),x=(b+=t.beforeBody.length+t.afterBody.length,d&&(p+=d*h.lineHeight+(d-1)*e.titleSpacing+e.titleMarginBottom),b&&(p+=g*(e.displayColors?Math.max(r,l.lineHeight):l.lineHeight)+(b-g)*l.lineHeight+(b-1)*e.bodySpacing),u&&(p+=e.footerMarginTop+u*c.lineHeight+(u-1)*e.footerSpacing),0);function v(t){m=Math.max(m,i.measureText(t).width+x)}return i.save(),i.font=h.string,k(t.title,v),i.font=l.string,k(t.beforeBody.concat(t.afterBody),v),x=e.displayColors?o+2+e.boxPadding:0,k(s,t=>{k(t.before,v),k(t.lines,v),k(t.after,v)}),x=0,i.font=c.string,k(t.footer,v),i.restore(),{width:m+=f.width,height:p}}function Bn(i,t,s){var e=s.yAlign||t.yAlign||function(){var{y:t,height:e}=s;return t<e/2?"top":t>i.height-e/2?"bottom":"center"}();return{xAlign:s.xAlign||t.xAlign||function(a,n,o,t){var{x:e,width:i}=o,{width:s,chartArea:{left:r,right:l}}=a;let h="center";return"center"===t?h=e<=(r+l)/2?"left":"right":e<=i/2?h="left":s-i/2<=e&&(h="right"),h=function(t){var{x:e,width:i}=o,s=n.caretSize+n.caretPadding;return"left"===t&&e+i+s>a.width||"right"===t&&e-i-s<0}(h)?"center":h}(i,t,s,e),yAlign:e}}function Wn(t,i,e,s){var{caretSize:t,caretPadding:a,cornerRadius:n}=t,{xAlign:o,yAlign:r}=e,l=t+a,{topLeft:e,topRight:a,bottomLeft:n,bottomRight:h}=wi(n);let c=function(){let{x:t,width:e}=i;return"right"===o?t-=e:"center"===o&&(t-=e/2),t}();var d=function(){let{y:t,height:e}=i;return"top"===r?t+=l:t-="bottom"===r?e+l:e/2,t}();return"center"===r?"left"===o?c+=l:"right"===o&&(c-=l):"left"===o?c-=Math.max(e,n)+t:"right"===o&&(c+=Math.max(a,h)+t),{x:C(c,0,s.width-i.width),y:C(d,0,s.height-i.height)}}function Nn(t,e,i){i=I(i.padding);return"center"===e?t.x+t.width/2:"right"===e?t.x+t.width-i.right:t.x+i.left}function Hn(t){return x([],Fn(t))}function jn(t,e){e=e&&e.dataset&&e.dataset.tooltip&&e.dataset.tooltip.callbacks;return e?t.override(e):t}const Yn={beforeTitle:t,title(t){if(0<t.length){var t=t[0],e=t.chart.data.labels,i=e?e.length:0;if(this&&this.options&&"dataset"===this.options.mode)return t.dataset.label||"";if(t.label)return t.label;if(0<i&&t.dataIndex<i)return e[t.dataIndex]}return""},afterTitle:t,beforeBody:t,beforeLabel:t,label(t){if(this&&this.options&&"dataset"===this.options.mode)return t.label+": "+t.formattedValue||t.formattedValue;let e=t.dataset.label||"";e&&(e+=": ");t=t.formattedValue;return P(t)||(e+=t),e},labelColor(t){t=t.chart.getDatasetMeta(t.datasetIndex).controller.getStyle(t.dataIndex);return{borderColor:t.borderColor,backgroundColor:t.backgroundColor,borderWidth:t.borderWidth,borderDash:t.borderDash,borderDashOffset:t.borderDashOffset,borderRadius:0}},labelTextColor(){return this.options.bodyColor},labelPointStyle(t){t=t.chart.getDatasetMeta(t.datasetIndex).controller.getStyle(t.dataIndex);return{pointStyle:t.pointStyle,rotation:t.rotation}},afterLabel:t,afterBody:t,beforeFooter:t,footer:t,afterFooter:t};function w(t,e,i,s){t=t[e].call(i,s);return void 0===t?Yn[e].call(i,s):t}class $n extends e{static positioners=zn;constructor(t){super(),this.opacity=0,this._active=[],this._eventPosition=void 0,this._size=void 0,this._cachedAnimations=void 0,this._tooltipItems=[],this.$animations=void 0,this.$context=void 0,this.chart=t.chart,this.options=t.options,this.dataPoints=void 0,this.title=void 0,this.beforeBody=void 0,this.body=void 0,this.afterBody=void 0,this.footer=void 0,this.xAlign=void 0,this.yAlign=void 0,this.x=void 0,this.y=void 0,this.height=void 0,this.width=void 0,this.caretX=void 0,this.caretY=void 0,this.labelColors=void 0,this.labelPointStyles=void 0,this.labelTextColors=void 0}initialize(t){this.options=t,this._cachedAnimations=void 0,this.$context=void 0}_resolveAnimations(){var t=this._cachedAnimations;if(t)return t;var t=this.chart,e=this.options.setContext(this.getContext()),t=e.enabled&&t.options.animation&&e.animations,e=new xs(this.chart,t);return t._cacheable&&(this._cachedAnimations=Object.freeze(e)),e}getContext(){return this.$context||(this.$context=(t=this.chart.getContext(),Pi(t,{tooltip:this,tooltipItems:this._tooltipItems,type:"tooltip"})));var t}getTitle(t,e){var e=e["callbacks"],i=w(e,"beforeTitle",this,t),s=w(e,"title",this,t),e=w(e,"afterTitle",this,t),t=x([],Fn(i));return t=x(t,Fn(s)),x(t,Fn(e))}getBeforeBody(t,e){return Hn(w(e.callbacks,"beforeBody",this,t))}getBody(t,e){const s=e["callbacks"],a=[];return k(t,t=>{var e={before:[],lines:[],after:[]},i=jn(s,t);x(e.before,Fn(w(i,"beforeLabel",this,t))),x(e.lines,w(i,"label",this,t)),x(e.after,Fn(w(i,"afterLabel",this,t))),a.push(e)}),a}getAfterBody(t,e){return Hn(w(e.callbacks,"afterBody",this,t))}getFooter(t,e){var e=e["callbacks"],i=w(e,"beforeFooter",this,t),s=w(e,"footer",this,t),e=w(e,"afterFooter",this,t),t=x([],Fn(i));return t=x(t,Fn(s)),x(t,Fn(e))}_createItems(s){const t=this._active,a=this.chart.data,i=[],n=[],o=[];let e,r,l=[];for(e=0,r=t.length;e<r;++e)l.push(function(t,e){const{element:i,datasetIndex:s,index:a}=e,n=t.getDatasetMeta(s).controller,{label:o,value:r}=n.getLabelAndValue(a);return{chart:t,label:o,parsed:n.getParsed(a),raw:t.data.datasets[s].data[a],formattedValue:r,dataset:n.getDataset(),dataIndex:a,datasetIndex:s,element:i}}(this.chart,t[e]));return s.filter&&(l=l.filter((t,e,i)=>s.filter(t,e,i,a))),k(l=s.itemSort?l.sort((t,e)=>s.itemSort(t,e,a)):l,t=>{var e=jn(s.callbacks,t);i.push(w(e,"labelColor",this,t)),n.push(w(e,"labelPointStyle",this,t)),o.push(w(e,"labelTextColor",this,t))}),this.labelColors=i,this.labelPointStyles=n,this.labelTextColors=o,this.dataPoints=l}update(t,e){const i=this.options.setContext(this.getContext()),s=this._active;let a,n=[];if(s.length){const t=zn[i.position].call(this,s,this._eventPosition),e=(n=this._createItems(i),this.title=this.getTitle(n,i),this.beforeBody=this.getBeforeBody(n,i),this.body=this.getBody(n,i),this.afterBody=this.getAfterBody(n,i),this.footer=this.getFooter(n,i),this._size=Vn(this,i)),o=Object.assign({},t,e),r=Bn(this.chart,i,o),l=Wn(i,o,r,this.chart);this.xAlign=r.xAlign,this.yAlign=r.yAlign,a={opacity:1,x:l.x,y:l.y,width:e.width,height:e.height,caretX:t.x,caretY:t.y}}else 0!==this.opacity&&(a={opacity:0});this._tooltipItems=n,this.$context=void 0,a&&this._resolveAnimations().update(this,a),t&&i.external&&i.external.call(this,{chart:this.chart,tooltip:this,replay:e})}drawCaret(t,e,i,s){t=this.getCaretPosition(t,i,s);e.lineTo(t.x1,t.y1),e.lineTo(t.x2,t.y2),e.lineTo(t.x3,t.y3)}getCaretPosition(t,e,i){var{xAlign:s,yAlign:a}=this,{caretSize:i,cornerRadius:n}=i,{topLeft:n,topRight:o,bottomLeft:r,bottomRight:l}=wi(n),{x:t,y:h}=t,{width:e,height:c}=e;let d,u,g,f,p,m;return"center"===a?(p=h+c/2,m="left"===s?(d=t,u=d-i,f=p+i,p-i):(d=t+e,u=d+i,f=p-i,p+i),g=d):(u="left"===s?t+Math.max(n,r)+i:"right"===s?t+e-Math.max(o,l)-i:this.caretX,g="top"===a?(f=h,p=f-i,d=u-i,u+i):(f=h+c,p=f+i,d=u+i,u-i),m=f),{x1:d,x2:u,x3:g,y1:f,y2:p,y3:m}}drawTitle(t,e,i){var s=this.title,a=s.length;let n,o,r;if(a){const l=Di(i.rtl,this.x,this.width);for(t.x=Nn(this,i.titleAlign,i),e.textAlign=l.textAlign(i.titleAlign),e.textBaseline="middle",n=z(i.titleFont),o=i.titleSpacing,e.fillStyle=i.titleColor,e.font=n.string,r=0;r<a;++r)e.fillText(s[r],l.x(t.x),t.y+n.lineHeight/2),t.y+=n.lineHeight+o,r+1===a&&(t.y+=i.titleMarginBottom-o)}}_drawColorBox(t,e,i,s,a){const n=this.labelColors[i],o=this.labelPointStyles[i],{boxHeight:r,boxWidth:l}=a,h=z(a.bodyFont),c=Nn(this,"left",a),d=s.x(c),u=r<h.lineHeight?(h.lineHeight-r)/2:0,g=e.y+u;if(a.usePointStyle){const e={radius:Math.min(l,r)/2,pointStyle:o.pointStyle,rotation:o.rotation,borderWidth:1},i=s.leftForLtr(d,l)+l/2,A=g+r/2;t.strokeStyle=a.multiKeyBackground,t.fillStyle=a.multiKeyBackground,ze(t,e,i,A),t.strokeStyle=n.borderColor,t.fillStyle=n.backgroundColor,ze(t,e,i,A)}else{t.lineWidth=A(n.borderWidth)?Math.max(...Object.values(n.borderWidth)):n.borderWidth||1,t.strokeStyle=n.borderColor,t.setLineDash(n.borderDash||[]),t.lineDashOffset=n.borderDashOffset||0;const e=s.leftForLtr(d,l),i=s.leftForLtr(s.xPlus(d,1),l-2),o=wi(n.borderRadius);Object.values(o).some(t=>0!==t)?(t.beginPath(),t.fillStyle=a.multiKeyBackground,je(t,{x:e,y:g,w:l,h:r,radius:o}),t.fill(),t.stroke(),t.fillStyle=n.backgroundColor,t.beginPath(),je(t,{x:i,y:g+1,w:l-2,h:r-2,radius:o}),t.fill()):(t.fillStyle=a.multiKeyBackground,t.fillRect(e,g,l,r),t.strokeRect(e,g,l,r),t.fillStyle=n.backgroundColor,t.fillRect(i,g+1,l-2,r-2))}t.fillStyle=this.labelTextColors[i]}drawBody(e,i,t){const s=this["body"],{bodySpacing:a,bodyAlign:n,displayColors:o,boxHeight:r,boxWidth:l,boxPadding:h}=t,c=z(t.bodyFont);let d=c.lineHeight,u=0;function g(t){i.fillText(t,f.x(e.x+u),e.y+d/2),e.y+=d+a}const f=Di(t.rtl,this.x,this.width),p=f.textAlign(n);let m,b,x,v,_,y,M;for(i.textAlign=n,i.textBaseline="middle",i.font=c.string,e.x=Nn(this,p,t),i.fillStyle=t.bodyColor,k(this.beforeBody,g),u=o&&"right"!==p?"center"===n?l/2+h:l+2+h:0,v=0,y=s.length;v<y;++v){for(m=s[v],b=this.labelTextColors[v],i.fillStyle=b,k(m.before,g),x=m.lines,o&&x.length&&(this._drawColorBox(i,e,v,f,t),d=Math.max(c.lineHeight,r)),_=0,M=x.length;_<M;++_)g(x[_]),d=c.lineHeight;k(m.after,g)}u=0,d=c.lineHeight,k(this.afterBody,g),e.y-=a}drawFooter(t,e,i){var s=this.footer,a=s.length;let n,o;if(a){const r=Di(i.rtl,this.x,this.width);for(t.x=Nn(this,i.footerAlign,i),t.y+=i.footerMarginTop,e.textAlign=r.textAlign(i.footerAlign),e.textBaseline="middle",n=z(i.footerFont),e.fillStyle=i.footerColor,e.font=n.string,o=0;o<a;++o)e.fillText(s[o],r.x(t.x),t.y+n.lineHeight/2),t.y+=n.lineHeight+i.footerSpacing}}drawBackground(t,e,i,s){var{xAlign:a,yAlign:n}=this,{x:o,y:r}=t,{width:l,height:h}=i,{topLeft:c,topRight:d,bottomLeft:u,bottomRight:g}=wi(s.cornerRadius);e.fillStyle=s.backgroundColor,e.strokeStyle=s.borderColor,e.lineWidth=s.borderWidth,e.beginPath(),e.moveTo(o+c,r),"top"===n&&this.drawCaret(t,e,i,s),e.lineTo(o+l-d,r),e.quadraticCurveTo(o+l,r,o+l,r+d),"center"===n&&"right"===a&&this.drawCaret(t,e,i,s),e.lineTo(o+l,r+h-g),e.quadraticCurveTo(o+l,r+h,o+l-g,r+h),"bottom"===n&&this.drawCaret(t,e,i,s),e.lineTo(o+u,r+h),e.quadraticCurveTo(o,r+h,o,r+h-u),"center"===n&&"left"===a&&this.drawCaret(t,e,i,s),e.lineTo(o,r+c),e.quadraticCurveTo(o,r,o+c,r),e.closePath(),e.fill(),0<s.borderWidth&&e.stroke()}_updateAnimationTarget(t){const e=this.chart,i=this.$animations,s=i&&i.x,a=i&&i.y;if(s||a){const i=zn[t.position].call(this,this._active,this._eventPosition);var n,o;i&&(n=this._size=Vn(this,t),o=Wn(t,o=Object.assign({},i,this._size),t=Bn(e,t,o),e),s._to===o.x&&a._to===o.y||(this.xAlign=t.xAlign,this.yAlign=t.yAlign,this.width=n.width,this.height=n.height,this.caretX=i.x,this.caretY=i.y,this._resolveAnimations().update(this,o)))}}_willRender(){return!!this.opacity}draw(t){var e=this.options.setContext(this.getContext());let i=this.opacity;if(i){this._updateAnimationTarget(e);const n={width:this.width,height:this.height},o={x:this.x,y:this.y};i=Math.abs(i)<.001?0:i;var s=I(e.padding),a=this.title.length||this.beforeBody.length||this.body.length||this.afterBody.length||this.footer.length;e.enabled&&a&&(t.save(),t.globalAlpha=i,this.drawBackground(o,t,n,e),Ci(t,e.textDirection),o.y+=s.top,this.drawTitle(o,t,e),this.drawBody(o,t,e),this.drawFooter(o,t,e),Oi(t,e.textDirection),t.restore())}}getActiveElements(){return 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a.reverse&&n.reverse(),n}_positionChanged(t,e){var{caretX:i,caretY:s,options:a}=this,a=zn[a.position].call(this,t,e);return!1!==a&&(i!==a.x||s!==a.y)}}var Un={id:"tooltip",_element:$n,positioners:zn,afterInit(t,e,i){i&&(t.tooltip=new $n({chart:t,options:i}))},beforeUpdate(t,e,i){t.tooltip&&t.tooltip.initialize(i)},reset(t,e,i){t.tooltip&&t.tooltip.initialize(i)},afterDraw(t){const e=t.tooltip;var i;e&&e._willRender()&&(!(i={tooltip:e})!==t.notifyPlugins("beforeTooltipDraw",{...i,cancelable:!0})&&(e.draw(t.ctx),t.notifyPlugins("afterTooltipDraw",i)))},afterEvent(t,e){var 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\ No newline at end of file
diff --git a/backend/performance_runner/dashboard/index.html b/backend/performance_runner/dashboard/index.html
new file mode 100644
index 000000000..f2f2cf288
--- /dev/null
+++ b/backend/performance_runner/dashboard/index.html
@@ -0,0 +1,108 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<title>LTX Desktop — Performance Runner</title>
+<link rel="stylesheet" href="style.css" />
+<script src="chart.umd.min.js"></script>
+</head>
+<body>
+<header>
+  <h1>LTX Desktop · Performance Runner</h1>
+  <span id="backend" class="pill">backend …</span>
+  <span id="gpu" class="pill">GPU …</span>
+  <span id="tok" class="pill">token …</span>
+  <span class="pill mut">localhost only</span>
+</header>
+
+<div class="grid">
+  <!-- left column: controls -->
+  <div class="col">
+    <div class="panel">
+      <h2>Backend token</h2>
+      <div class="row">
+        <input type="password" id="tokIn" class="grow" placeholder="paste Bearer token" autocomplete="off">
+        <button class="go" onclick="setToken()">set</button>
+      </div>
+      <div class="mut">Copy it from the app's Logs footer (the •••••). Held in memory only.</div>
+    </div>
+
+    <div class="panel cuda-only">
+      <h2>Toggles</h2>
+      <label class="tog"><input type="checkbox" id="tgCache"> cache patch</label>
+      <label class="tog"><input type="checkbox" id="tgCompile"> torch compile</label>
+      <div class="mut" id="tgMsg">reading live settings…</div>
+    </div>
+
+    <div class="panel">
+      <h2>Run</h2>
+      <div class="row cuda-only"><span>Soak N</span><input type="number" id="soakN" value="50"></div>
+      <div class="row cuda-only">
+        <button class="go runbtn" title="Run cache_on + cache_off back-to-back in one process and check the ON floor TRACKS the OFF floor — the real leak gate, in one command with a combined verdict." onclick="run('soak',{n:+soakN.value,pair:true})">soak + control (pair)</button>
+      </div>
+      <div class="row cuda-only">
+        <button class="runbtn" title="Leak gate WITH the patch: N gens back-to-back, cache ON. Checks the VRAM floor stays flat across gens. Torch Compile must be ON." onclick="run('soak',{n:+soakN.value,set_cache:'on',label:'cache_on'})">soak cache ON</button>
+        <button class="runbtn" title="Baseline control: the same N-gen soak with the cache OFF, to compare the floor against." onclick="run('soak',{n:+soakN.value,set_cache:'off',label:'cache_off'})">control OFF</button>
+      </div>
+      <div class="row">
+        <button class="runbtn cuda-only" title="Correctness: fixed seed, cache OFF then ON, diff the outputs. Proves a cache hit reuses the right model." onclick="run('ab',{seed:42})">correctness A/B</button>
+        <button class="runbtn cuda-only" title="Wall-time the patch saves: baseline (patch OFF) vs patch_only (patch ON), median per-gen delta." onclick="run('decompose',{reps:5})">decompose</button>
+        <button class="runbtn" title="First-generation penalty: cold gen 0 (model load / disk read / build) vs warm median. Run right after a fresh backend start for a true cold reading." onclick="run('coldstart',{warm:3})">cold-start</button>
+      </div>
+      <div class="row">
+        <button class="runbtn" title="Smoke-test the wired scenarios end-to-end. Pass/fail matrix that the surface still generates." onclick="run('sanity',{})">sanity (wired)</button>
+        <button class="runbtn" title="Same sweep including any scaffold scenarios not yet wired to a route — those are expected to fail." onclick="run('sanity',{include_unwired:true})">sanity (all)</button>
+        <button class="runbtn" title="Quick surface check — forces 540p/5s on every scenario so each feature path runs in a fraction of the time. Not a quality or perf signal." onclick="run('sanity',{fast:true})">sanity (fast)</button>
+      </div>
+    </div>
+
+    <div class="panel">
+      <div class="panel-head">
+        <h2>Scenarios</h2>
+        <button class="ghost" id="refreshCatBtn" onclick="refreshCatalog()" title="Re-check which LoRAs / IC-LoRAs are downloaded (after downloading one from the app's library)">↻ refresh</button>
+      </div>
+      <div class="row">
+        <select id="scenSel" class="grow" title="Run a single scenario end-to-end"></select>
+        <button class="runbtn" id="runScenBtn" onclick="runScenario()">run scenario</button>
+      </div>
+      <div id="scenarios" class="mut list-tall">…</div>
+    </div>
+  </div>
+
+  <!-- right column: monitoring -->
+  <div class="col">
+    <div class="panel">
+      <div class="panel-head">
+        <h2>Runs</h2>
+        <button class="stop" onclick="stopAll()">stop all</button>
+      </div>
+      <div class="runs-wrap">
+        <table>
+          <thead><tr><th>id</th><th>kind</th><th>label</th><th>status</th><th>progress</th><th>verdict</th><th>result</th><th>elapsed</th><th></th></tr></thead>
+          <tbody id="runs"></tbody>
+        </table>
+      </div>
+    </div>
+
+    <div class="panel">
+      <h2>Log
+        <span class="logsrc">
+          <a href="#" id="lsRun" class="active" onclick="setLogSrc('run');return false">run</a>
+          · <a href="#" id="lsBackend" onclick="setLogSrc('backend');return false">backend</a>
+        </span>
+        <span id="logsel" class="mut"></span>
+      </h2>
+      <pre id="log">select a run…</pre>
+    </div>
+
+    <div class="panel cuda-only">
+      <h2>Soak trend (latest CSV) — VRAM floor + host RAM (left) &amp; wall s (right)</h2>
+      <div id="chartScroll"><div id="chartInner"><canvas id="chart"></canvas></div></div>
+    </div>
+  </div>
+</div>
+
+<script src="app.js"></script>
+</body>
+</html>
diff --git a/backend/performance_runner/dashboard/server.py b/backend/performance_runner/dashboard/server.py
new file mode 100644
index 000000000..88154be81
--- /dev/null
+++ b/backend/performance_runner/dashboard/server.py
@@ -0,0 +1,573 @@
+#!/usr/bin/env python3
+"""Perf dashboard control server (localhost-only).
+
+A thin FastAPI app that lets the HTML dashboard fully drive the perf suite — set
+the backend auth token, flip the cache + Torch Compile toggles, launch soak /
+A/B / decompose / sanity runs, poll their logs/status, stop them, view sanity
+results, and chart the soak trend. It reuses perf_config.py directly, so it
+inherits the same single-seam wiring.
+
+All run artifacts (logs, soak CSVs, sanity results) live in one folder,
+`perf_config.RUNS_DIR`; run metadata is persisted alongside so the runs table
+survives a server restart.
+
+SECURITY: binds 127.0.0.1 only. It spawns processes and flips app settings, so
+never expose it on a network interface — reach it from a browser on the same box.
+
+Run: python dashboard/server.py  (or the run_dashboard launchers).
+"""
+
+from __future__ import annotations
+
+import csv as csv_mod
+import json
+import os
+import re
+import subprocess
+import sys
+import time
+import uuid
+from contextlib import asynccontextmanager
+from pathlib import Path
+from typing import AsyncIterator
+
+from fastapi import FastAPI
+from fastapi.responses import FileResponse, JSONResponse
+from fastapi.staticfiles import StaticFiles
+from pydantic import BaseModel
+
+HERE = Path(__file__).resolve().parent
+PERF_DIR = HERE.parent                                     # .../perf
+sys.path.insert(0, str(PERF_DIR))
+import catalog  # noqa: E402
+import perf_config  # noqa: E402
+import scenarios as scn  # noqa: E402
+
+RUNS_DIR = perf_config.RUNS_DIR                            # logs + CSVs + sanity_<ts>/
+PY = sys.executable
+
+
+@asynccontextmanager
+async def _lifespan(_app: FastAPI) -> AsyncIterator[None]:
+    _load_persisted_runs()                    # rebuild the runs table from disk on start
+    yield
+    for r in RUNS.values():                   # terminate still-running spawned runs on exit
+        _terminate(r)
+
+
+app = FastAPI(title="LTX Desktop Perf Dashboard", lifespan=_lifespan)
+# Serve run artifacts (sanity input/output media + index.html) so they open
+# in-browser over http -> /results/sanity_<ts>/  (file:// media tags are blocked).
+app.mount("/results", StaticFiles(directory=str(RUNS_DIR), html=True), name="results")
+
+# id -> {id, kind, label, argv, log, started, proc}. proc is None for runs
+# reconstructed from disk after a restart.
+RUNS: dict[str, dict] = {}
+
+
+class RunReq(BaseModel):
+    kind: str                      # soak | ab | decompose | sanity
+    params: dict = {}
+
+
+class ToggleReq(BaseModel):
+    enabled: bool
+
+
+class TokenReq(BaseModel):
+    token: str
+
+
+# --------------------------------------------------------------------------- #
+# Run lifecycle
+# --------------------------------------------------------------------------- #
+def _meta_path(run_id: str) -> Path:
+    return RUNS_DIR / f"{run_id}.json"
+
+
+def _child_env() -> dict[str, str]:
+    """Env for spawned perf scripts — carries the auth token so they authenticate,
+    and forces unbuffered stdout so per-gen log lines reach the file live."""
+    env = dict(os.environ)
+    if perf_config.AUTH_TOKEN:
+        env["PERF_AUTH_TOKEN"] = perf_config.AUTH_TOKEN
+    env["PYTHONUNBUFFERED"] = "1"
+    return env
+
+
+def _spawn(kind: str, argv: list[str], label: str) -> str:
+    run_id = f"{kind}_{time.strftime('%H%M%S')}_{uuid.uuid4().hex[:4]}"
+    log_path = RUNS_DIR / f"{run_id}.log"
+    logf = open(log_path, "w", buffering=1)  # line-buffered
+    proc = subprocess.Popen(
+        [PY, "-u", *argv], cwd=str(PERF_DIR), stdout=logf, stderr=subprocess.STDOUT,
+        text=True, env=_child_env(),
+    )
+    meta = {"id": run_id, "kind": kind, "label": label, "argv": argv,
+            "log": str(log_path), "started": time.time()}
+    _meta_path(run_id).write_text(json.dumps(meta))
+    RUNS[run_id] = {**meta, "proc": proc, "logf": logf}
+    return run_id
+
+
+def _load_persisted_runs() -> None:
+    """Rebuild the runs table from metadata sidecars so a restart keeps history."""
+    for meta_file in RUNS_DIR.glob("*.json"):
+        try:
+            meta = json.loads(meta_file.read_text())
+        except Exception:  # noqa: BLE001
+            continue
+        rid = meta.get("id")
+        if rid and rid not in RUNS:
+            RUNS[rid] = {**meta, "proc": None}
+
+
+def _read_log(r: dict) -> str:
+    """Read a run's log once. Callers pass the text into the parsers below so a single
+    /api/runs poll reads each log once, not once per parsed field."""
+    try:
+        return Path(r["log"]).read_text(errors="replace")
+    except OSError:
+        return ""
+
+
+def _reap(r: dict) -> None:
+    """Close the run's log file handle once its process has exited — otherwise the
+    handle opened in _spawn leaks for the life of the dashboard."""
+    proc, logf = r.get("proc"), r.get("logf")
+    if logf is not None and not logf.closed and (proc is None or proc.poll() is not None):
+        logf.close()
+        r["logf"] = None
+
+
+def _status(r: dict, text: str) -> str:
+    proc = r.get("proc")
+    if proc is not None:
+        code = proc.poll()
+        if code is None:
+            return "running"
+        return "done" if code == 0 else f"failed({code})"
+    # Reconstructed after restart — infer completion from the log's terminal marker.
+    if not text:
+        return "ended"
+    return "done" if ("VERDICT" in text or "SUMMARY" in text) else "ended"
+
+
+def _terminate(r: dict) -> None:
+    proc = r.get("proc")
+    if proc is not None and proc.poll() is None:
+        proc.terminate()
+        try:
+            proc.wait(timeout=5)
+        except subprocess.TimeoutExpired:
+            proc.kill()
+    _reap(r)
+
+
+_SOAK_GEN = re.compile(r"\]\s*gen\s+\d+")          # "[soak] gen   3  wall=..."
+_DECOMP_GEN = re.compile(r"gen\s+\d+:")            # "  measure gen 2: 41.0s"
+_SANITY_DONE = re.compile(r"\b(PASS|FAIL|SKIP)\b")
+
+
+def _argv_val(argv: list[str], flag: str) -> str | None:
+    if flag in argv:
+        i = argv.index(flag)
+        if i + 1 < len(argv):
+            return argv[i + 1]
+    return None
+
+
+def _verdict(text: str) -> str:
+    """The run's final verdict, parsed from the log's VERDICT line (soak/AB/sanity)."""
+    for line in reversed(text.splitlines()):
+        if "VERDICT" in line:
+            return line.split("VERDICT", 1)[1].lstrip(": ").strip()
+    return ""
+
+
+def _result_url(text: str) -> str:
+    """Browser URL of a run's result viewer, or "" if none yet. Parsed from the log
+    (sanity prints `open: <dir>/index.html` at the end) so it appears exactly when the
+    result lands, and maps this run to its folder without renaming anything."""
+    for line in reversed(text.splitlines()):
+        if line.startswith("open:") and "index.html" in line:
+            folder = Path(line.split("open:", 1)[1].strip()).parent.name
+            if (RUNS_DIR / folder / "index.html").exists():
+                return f"/results/{folder}/"
+    return ""
+
+
+def _progress(r: dict, text: str) -> str:
+    """Live progress parsed from the run's log (the CSV only lands at the end)."""
+    kind = r["kind"]
+    if kind == "soak":
+        done = len(_SOAK_GEN.findall(text))
+        n = _argv_val(r.get("argv", []), "--n")
+        if not n:
+            return str(done)
+        total = int(n) * 2 if "--pair" in r.get("argv", []) else int(n)  # pair runs on + off
+        return f"{done}/{total}"
+    if kind == "decompose":
+        return f"{len(_DECOMP_GEN.findall(text))} gens"
+    if kind == "coldstart":
+        return f"{len(_SOAK_GEN.findall(text))} gens"  # "[coldstart] gen N (...)"
+    if kind == "sanity":
+        n = len(_SANITY_DONE.findall(text))
+        return f"{n} done" if n else ""
+    if kind == "ab":
+        return "done" if ("SUMMARY" in text or "PSNR" in text.upper()) else "running"
+    return ""
+
+
+# --------------------------------------------------------------------------- #
+# Endpoints
+# --------------------------------------------------------------------------- #
+# Dev dashboard: never let the browser cache the UI files, so a server update always
+# reaches the page without a manual hard-refresh.
+_NO_CACHE = {"Cache-Control": "no-store"}
+
+
+@app.get("/")
+def index() -> FileResponse:
+    return FileResponse(str(HERE / "index.html"), headers=_NO_CACHE)
+
+
+@app.get("/app.js")
+def app_js() -> FileResponse:
+    return FileResponse(str(HERE / "app.js"), media_type="application/javascript", headers=_NO_CACHE)
+
+
+@app.get("/style.css")
+def style_css() -> FileResponse:
+    return FileResponse(str(HERE / "style.css"), media_type="text/css", headers=_NO_CACHE)
+
+
+@app.get("/chart.umd.min.js")
+def chart_js() -> FileResponse:
+    # Vendored Chart.js (version-pinned, immutable) so the dashboard renders the soak
+    # trend offline / on an air-gapped box — no CDN dependency in the measurement tool.
+    return FileResponse(str(HERE / "chart.umd.min.js"), media_type="application/javascript",
+                        headers={"Cache-Control": "public, max-age=31536000, immutable"})
+
+
+@app.get("/api/health")
+def health() -> JSONResponse:
+    token_set = bool(perf_config.AUTH_TOKEN)
+    try:
+        detail = perf_config._get(perf_config.HEALTH_PATH)  # noqa: SLF001
+        return JSONResponse({"backend": "ok", "detail": detail, "token_set": token_set})
+    except Exception as exc:  # noqa: BLE001
+        return JSONResponse({"backend": "down", "detail": str(exc), "token_set": token_set})
+
+
+_ENV_CACHE: dict | None = None
+
+
+@app.get("/api/env")
+def env_info() -> dict:
+    """Platform capabilities from the LTX backend's /api/gpu-info, so the UI can hide
+    CUDA-only controls: Torch Compile and the diffusion-stage-cache patch have no effect
+    off CUDA (e.g. Apple Silicon / MPS), so their toggles and the patch/compile-specific
+    runs aren't relevant there — only the scenario sweeps are."""
+    global _ENV_CACHE
+    if _ENV_CACHE is not None:
+        return _ENV_CACHE
+    try:
+        gi = perf_config._get("/api/gpu-info") or {}  # noqa: SLF001
+        _ENV_CACHE = {"cuda": bool(gi.get("cuda_available")), "mps": bool(gi.get("mps_available"))}
+        return _ENV_CACHE
+    except Exception:  # noqa: BLE001
+        # gpu-info unreachable (token not set yet, backend busy). Fall back to the OS:
+        # macOS is never CUDA (MPS or CPU), so we can hide the CUDA-only controls without
+        # the backend. On Windows/Linux we can't tell CPU from CUDA here, so stay unknown.
+        if sys.platform == "darwin":
+            _ENV_CACHE = {"cuda": False, "mps": True}
+            return _ENV_CACHE
+        return {"cuda": None, "mps": None}            # unknown — don't cache, let the UI retry
+
+
+@app.get("/api/gpu")
+def gpu() -> dict:
+    try:
+        out: dict = dict(perf_config.gpu_stats())   # CUDA: full nvidia-smi telemetry + host RAM
+    except Exception:  # noqa: BLE001
+        # No nvidia-smi (e.g. Apple Silicon / MPS): still surface host RAM — including the
+        # *available* RAM that gates local generation — plus the GPU name and MPS memory
+        # (how close the process is to the MPS ceiling) from the backend.
+        out = dict(perf_config.host_ram())
+        try:
+            gi = perf_config._get("/api/gpu-info") or {}  # noqa: SLF001
+            out["name"] = gi.get("gpu_name")
+            out["mps"] = bool(gi.get("mps_available"))
+        except Exception:  # noqa: BLE001
+            pass
+        try:
+            mem = perf_config._get("/api/gpu-info/mps") or {}  # noqa: SLF001
+            if mem.get("available"):
+                out["mps_driver_mib"] = mem.get("driver_mib")
+                out["mps_max_mib"] = mem.get("recommended_max_mib")
+        except Exception:  # noqa: BLE001
+            pass
+    out.update(perf_config.disk_free())              # disk headroom on the models/outputs volume
+    return out
+
+
+@app.get("/api/gpu-busy")
+def gpu_busy() -> dict:
+    """Brief utilization sample — used to warn before a soak if the GPU is already
+    in use by another process (which would contaminate the wall-time signal)."""
+    try:
+        busy, util = perf_config.gpu_busy()
+        return {"busy": busy, "util": util}
+    except Exception as exc:  # noqa: BLE001
+        return {"busy": False, "util": None, "error": str(exc)}
+
+
+@app.post("/api/token")
+def set_token(req: TokenReq) -> dict:
+    """Set the backend Bearer token at runtime (used by the server + spawned runs)."""
+    perf_config.AUTH_TOKEN = req.token.strip()
+    return {"token_set": bool(perf_config.AUTH_TOKEN)}
+
+
+@app.get("/api/toggles")
+def toggles() -> dict:
+    """Live cache + Torch-Compile state read from the backend, so the UI reflects its
+    actual settings."""
+    try:
+        s = perf_config.get_settings()
+    except Exception as exc:  # noqa: BLE001
+        return {"cache": None, "torch_compile": None, "error": str(exc)}
+
+    def pick(*keys: str) -> bool | None:
+        for k in keys:
+            if k in s:
+                return bool(s[k])
+        return None
+
+    return {
+        "cache": pick("diffusionStageCacheEnabled", "diffusion_stage_cache_enabled"),
+        "torch_compile": pick("useTorchCompile", "use_torch_compile"),
+    }
+
+
+@app.post("/api/cache")
+def set_cache(req: ToggleReq) -> dict:
+    perf_config.set_cache_enabled(req.enabled)
+    return {"cache_enabled": req.enabled}
+
+
+@app.post("/api/torch-compile")
+def set_torch_compile(req: ToggleReq) -> dict:
+    perf_config.set_torch_compile_enabled(req.enabled)
+    return {"torch_compile_enabled": req.enabled}
+
+
+@app.get("/api/scenarios")
+def list_scenarios() -> list[dict]:
+    """Scenarios plus availability, crossed with the app's LoRA/IC-LoRA library (SSOT).
+    `available` is False when a required catalog weight isn't downloaded; the reason points
+    the user at the app's library. Availability uses the catalog cache — POST /api/catalog/
+    refresh after downloading a weight in the app to re-check without restarting."""
+    out: list[dict] = []
+    for s in scn.all_scenarios():
+        missing = s.unavailable()
+        reason = ("needs download (open the app → LoRA / IC-LoRA library): " + ", ".join(missing)
+                  if missing else "")
+        out.append({"key": s.key, "title": s.title, "needs_wiring": s.needs_wiring,
+                    "tags": s.tags, "available": not missing, "unavailable_reason": reason})
+    return out
+
+
+@app.post("/api/catalog/refresh")
+def refresh_catalog() -> dict:
+    """Drop the cached LoRA/IC-LoRA listing so the next /api/scenarios re-reads downloaded
+    status — used by the dashboard's refresh button after a weight is downloaded in the app."""
+    catalog.refresh()
+    return {"refreshed": True}
+
+
+@app.post("/api/run")
+def run(req: RunReq) -> dict:
+    p = req.params
+    if req.kind == "soak":
+        if p.get("pair"):
+            argv = ["soak_test.py", "--n", str(p.get("n", 50)), "--pair"]
+            label = f"soak PAIR n={p.get('n', 50)} (cache_on + cache_off)"
+        else:
+            argv = ["soak_test.py", "--n", str(p.get("n", 50)),
+                    "--label", p.get("label", "cache_on"),
+                    "--set-cache", p.get("set_cache", "on")]
+            label = f"soak n={p.get('n', 50)} cache={p.get('set_cache', 'on')}"
+    elif req.kind == "ab":
+        argv = ["output_ab.py", "--seed", str(p.get("seed", 42)), "--run"]
+        label = f"A/B seed={p.get('seed', 42)}"
+    elif req.kind == "decompose":
+        argv = ["decompose.py", "--reps", str(p.get("reps", 5))]
+        label = f"decompose reps={p.get('reps', 5)}"
+    elif req.kind == "coldstart":
+        argv = ["coldstart.py", "--warm", str(p.get("warm", 3))]
+        label = f"cold-start warm={p.get('warm', 3)}"
+    elif req.kind == "sanity":
+        argv = ["sanity.py"]
+        if p.get("only"):
+            argv += ["--only", *p["only"]]
+        if p.get("tags"):
+            argv += ["--tags", *p["tags"]]
+        if p.get("include_unwired"):
+            argv += ["--include-unwired"]
+        if p.get("fast"):
+            argv += ["--fast"]
+        fast = " (fast)" if p.get("fast") else ""
+        if p.get("only"):
+            label = "scenario: " + ",".join(p["only"]) + fast
+        elif p.get("tags"):
+            label = "sanity tags: " + ",".join(p["tags"]) + fast
+        else:
+            label = "sanity sweep" + (" (all)" if p.get("include_unwired") else "") + fast
+    else:
+        return {"error": f"unknown kind {req.kind}"}
+    return {"id": _spawn(req.kind, argv, label)}
+
+
+@app.post("/api/runs/{run_id}/stop")
+def stop_run(run_id: str) -> dict:
+    r = RUNS.get(run_id)
+    if not r:
+        return {"error": "no such run"}
+    _terminate(r)
+    return {"id": run_id, "status": _status(r, _read_log(r))}
+
+
+@app.post("/api/runs/stop-all")
+def stop_all() -> dict:
+    stopped = []
+    for r in RUNS.values():
+        proc = r.get("proc")
+        if proc is not None and proc.poll() is None:
+            _terminate(r)
+            stopped.append(r["id"])
+    return {"stopped": stopped}
+
+
+def _elapsed(r: dict, now: float) -> float:
+    """Seconds the run took. Frozen once the run finishes so the table stops
+    counting: snapshot the end time on first observation (in-process runs), or
+    use the log's last-modified time (runs reconstructed after a restart)."""
+    proc = r.get("proc")
+    if proc is not None:
+        if proc.poll() is None:
+            return now - r["started"]                    # still running
+        r.setdefault("ended", now)                       # freeze at completion
+        return r["ended"] - r["started"]
+    try:
+        return Path(r["log"]).stat().st_mtime - r["started"]
+    except OSError:
+        return 0.0
+
+
+@app.get("/api/runs")
+def runs() -> list[dict]:
+    now = time.time()
+    out: list[dict] = []
+    for r in sorted(RUNS.values(), key=lambda x: x["started"], reverse=True):
+        text = _read_log(r)                       # read the log once, not once per field
+        _reap(r)                                  # close the fd if the run has finished
+        out.append({
+            "id": r["id"], "kind": r["kind"], "label": r["label"],
+            "status": _status(r, text), "started": r["started"],
+            "elapsed_s": round(max(_elapsed(r, now), 0.0), 1), "progress": _progress(r, text),
+            "verdict": _verdict(text), "result_url": _result_url(text),
+        })
+    return out
+
+
+@app.get("/api/backend-log")
+def backend_log(tail: int = 500) -> dict:
+    """Tail the newest backend session log (session_*.log / backend_*.log) so a
+    failed run's backend traceback is viewable in the dashboard."""
+    d = perf_config.BACKEND_LOGS_DIR
+    try:
+        logs = [f for f in d.glob("*.log") if f.name.startswith(("session_", "backend_"))]
+    except OSError:
+        logs = []
+    if not logs:
+        return {"file": None, "log": f"(no backend logs in {d})"}
+    newest = max(logs, key=lambda f: f.stat().st_mtime)
+    try:
+        lines = newest.read_text(errors="replace").splitlines()
+    except OSError:
+        lines = []
+    return {"file": newest.name, "log": "\n".join(lines[-tail:])}
+
+
+@app.get("/api/runs/{run_id}/log")
+def run_log(run_id: str, tail: int = 400) -> dict:
+    r = RUNS.get(run_id)
+    if not r:
+        return {"error": "no such run"}
+    text = _read_log(r)
+    lines = text.splitlines()
+    return {"status": _status(r, text), "log": "\n".join(lines[-tail:])}
+
+
+def _read_soak_csv(path: Path) -> dict:
+    """Parse a soak CSV into column arrays for charting (skips a truncated final row
+    from a killed run)."""
+    gen, floor, wall, ram = [], [], [], []
+    with open(path) as f:
+        for row in csv_mod.DictReader(f):
+            try:
+                g, fl, wl = int(row["gen"]), int(row["floor_mib"]), float(row["wall_s"])
+            except (TypeError, ValueError, KeyError):
+                continue
+            gen.append(g)
+            floor.append(fl)
+            wall.append(wl)
+            rv = row.get("ram_floor_mib", "")
+            ram.append(float(rv) if rv not in (None, "") else None)
+    return {"gen": gen, "floor": floor, "wall": wall, "ram": ram}
+
+
+def _soak_csv_series(r: dict) -> list[tuple[str, Path]]:
+    """Every CSV THIS run wrote, as (label, path). A single soak yields one; a --pair
+    yields cache_on + cache_off — parsed from the log's `[soak] <label>: csv -> <path>`
+    lines so clicking the row charts this run (and both halves of a pair). Falls back to
+    the newest CSV matching the run's --label if the log lines aren't present yet."""
+    try:
+        text = Path(r["log"]).read_text(errors="replace")
+    except OSError:
+        text = ""
+    out: list[tuple[str, Path]] = []
+    seen: set[str] = set()
+    for line in text.splitlines():
+        m = re.search(r"\[soak\]\s+(\S+):\s+csv -> (.+\.csv)", line)
+        if m:
+            p = RUNS_DIR / Path(m.group(2).strip()).name
+            if p.exists() and p.name not in seen:
+                seen.add(p.name)
+                out.append((m.group(1), p))
+    if out:
+        return out
+    label = _argv_val(r.get("argv", []), "--label") or "*"
+    matches = sorted(RUNS_DIR.glob(f"soak_{label}_*.csv"), key=os.path.getmtime, reverse=True)
+    return [(_argv_val(r.get("argv", []), "--label") or "soak", matches[0])] if matches else []
+
+
+@app.get("/api/runs/{run_id}/soakcsv")
+def soak_csv(run_id: str) -> dict:
+    """Chartable soak series for THIS run — one per CSV it wrote (two for a --pair, so
+    the cache_on and cache_off floors overlay for comparison)."""
+    r = RUNS.get(run_id)
+    if not r or r.get("kind") != "soak":
+        return {"series": []}
+    series = [{"label": label, **_read_soak_csv(path)}
+              for label, path in _soak_csv_series(r) if path.exists()]
+    return {"series": series}
+
+
+if __name__ == "__main__":
+    import uvicorn
+    port = int(os.environ.get("PERF_DASH_PORT", "8750"))
+    print(f"Perf dashboard on http://127.0.0.1:{port}  (localhost only)")
+    uvicorn.run(app, host="127.0.0.1", port=port)
diff --git a/backend/performance_runner/dashboard/style.css b/backend/performance_runner/dashboard/style.css
new file mode 100644
index 000000000..0ede84c53
--- /dev/null
+++ b/backend/performance_runner/dashboard/style.css
@@ -0,0 +1,75 @@
+:root { --bg:#0f1216; --panel:#171b21; --line:#2a313b; --fg:#e6e9ef; --mut:#8b95a5;
+        --ok:#3fb950; --bad:#f85149; --run:#d29922; --acc:#4c8dff; --field:#0f1216; }
+* { box-sizing:border-box; }
+body { margin:0; background:var(--bg); color:var(--fg);
+       font:14px/1.45 ui-monospace,SFMono-Regular,Menlo,Consolas,monospace; }
+a { color:var(--acc); text-decoration:none; }
+
+/* subtle scrollbars everywhere (Firefox + WebKit/Chromium) */
+* { scrollbar-width:thin; scrollbar-color:var(--line) transparent; }
+::-webkit-scrollbar { width:8px; height:8px; }
+::-webkit-scrollbar-track { background:transparent; }
+::-webkit-scrollbar-thumb { background:var(--line); border-radius:4px; }
+::-webkit-scrollbar-thumb:hover { background:#3a4351; }
+
+/* layout */
+header { display:flex; gap:20px; align-items:center; flex-wrap:wrap;
+         padding:10px 16px; border-bottom:1px solid var(--line);
+         position:sticky; top:0; z-index:10; background:var(--bg); }
+h1 { font-size:15px; margin:0; font-weight:600; }
+.grid { display:grid; grid-template-columns:340px 1fr; gap:14px; padding:14px; }
+.col > .panel + .panel { margin-top:12px; }              /* stack spacing */
+.panel { background:var(--panel); border:1px solid var(--line); border-radius:8px; padding:12px; }
+.panel h2 { margin:0 0 10px; font-size:12px; text-transform:uppercase;
+            letter-spacing:.06em; color:var(--mut); }
+.panel-head { display:flex; align-items:center; justify-content:space-between; margin-bottom:8px; }
+.panel-head h2 { margin:0; }
+.row { display:flex; gap:8px; align-items:center; flex-wrap:wrap; margin:6px 0; }
+.mut { color:var(--mut); }
+.pill { padding:2px 8px; border-radius:10px; font-size:12px; border:1px solid var(--line); }
+
+/* controls */
+button { background:#20262e; color:var(--fg); border:1px solid var(--line); border-radius:6px;
+         padding:6px 10px; cursor:pointer; font:inherit; }
+button:hover { border-color:var(--acc); }
+button:disabled { opacity:.45; cursor:not-allowed; border-color:var(--line); }
+button.go { background:var(--acc); border-color:var(--acc); color:#fff; }
+button.stop { background:#2a1416; border-color:#5a2a2a; color:#f0a0a0; padding:2px 8px; font-size:12px; }
+button.ghost { background:transparent; border-color:var(--line); color:var(--mut); padding:2px 8px; font-size:12px; }
+button.ghost:hover { color:var(--fg); border-color:var(--acc); }
+#scenarios .unavail { opacity:.5; }                       /* scenario needs a weight downloaded from the app */
+label.tog { display:flex; align-items:center; gap:8px; margin:6px 0; }
+input, select { background:var(--field); color:var(--fg); border:1px solid var(--line);
+                border-radius:5px; padding:4px 6px; font:inherit; }
+input[type=number] { width:70px; }
+.grow { flex:1; min-width:0; }                           /* shrink-to-fit within a row */
+body.no-cuda .cuda-only { display:none !important; }     /* off CUDA (e.g. MPS): hide Torch Compile / cache-patch controls */
+
+/* scrolling regions (don't grow the viewport) */
+.list { max-height:200px; overflow-y:auto; }
+.list-tall { max-height:420px; overflow-y:auto; }
+.runs-wrap { max-height:300px; overflow-y:auto; }
+td a.result { color:var(--acc); }                        /* RESULT ↗ link in the runs table */
+
+/* runs table */
+table { width:100%; border-collapse:collapse; font-size:13px; }
+th, td { text-align:left; padding:5px 6px; border-bottom:1px solid var(--line); }
+thead th { position:sticky; top:0; background:var(--panel); z-index:1; }
+tbody tr { cursor:pointer; }                              /* rows select a run */
+tbody tr:hover td { background:#1a1f27; }
+tr.sel td { background:#1d2733; }
+.st-running { color:var(--run); } .st-done { color:var(--ok); } .st-failed { color:var(--bad); }
+.v-pass { color:var(--ok); font-weight:600; }
+.v-fail { color:var(--bad); font-weight:600; }
+.v-other { color:var(--mut); font-weight:600; }
+#gpu.warn { color:var(--run); }
+
+/* log + chart */
+.logsrc { font-weight:400; font-size:12px; }
+.logsrc a { color:var(--mut); }
+.logsrc a.active { color:var(--acc); }
+pre#log { height:340px; margin:0; padding:10px; overflow:auto; white-space:pre-wrap; font-size:12px;
+          background:#0b0e12; border:1px solid var(--line); border-radius:6px; }
+#chartScroll { width:100%; overflow-x:auto; }
+#chartInner { height:240px; min-width:100%; }
+canvas { background:#0b0e12; border:1px solid var(--line); border-radius:6px; padding:6px; }
diff --git a/backend/performance_runner/decompose.py b/backend/performance_runner/decompose.py
new file mode 100644
index 000000000..3c39a667a
--- /dev/null
+++ b/backend/performance_runner/decompose.py
@@ -0,0 +1,79 @@
+#!/usr/bin/env python3
+"""Decompose experiment — quantify how much wall time the cache patch saves.
+
+Runs the same generation with the patch OFF then ON and reports median wall time
+per config plus the delta:
+
+    baseline    : patch OFF   (full disk read + fp8 + H2D + build on stage_2)
+    patch_only  : patch ON    (stage_2 fully skipped on a cache hit)
+
+Interpretation:
+    baseline - patch_only  ~= total rebuild time the patch saves per generation
+
+NOTE: this measures at the *generation* granularity (wall time). A finer
+per-stage split (disk vs fp8 vs H2D) needs the in-process Step-0 instrumentation
+(log torch.cuda.memory_allocated post-evict/post-build).
+
+Usage (backend running on the remote 5090):
+    python decompose.py --reps 5
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import statistics
+import time
+
+import perf_config
+
+CONFIGS = {
+    "baseline":   False,   # patch OFF
+    "patch_only": True,    # patch ON
+}
+
+
+def main() -> int:
+    """Measurement only (no pass/fail gate) — always exits 0 once it completes."""
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--reps", type=int, default=5, help="repetitions per config (median-reported)")
+    ap.add_argument("--configs", nargs="+", default=list(CONFIGS), choices=list(CONFIGS))
+    ap.add_argument("--warmup", type=int, default=1, help="discarded warmup gens per config")
+    ap.add_argument("--overrides", default="{}")
+    args = ap.parse_args()
+
+    overrides = json.loads(args.overrides)
+
+    perf_config.wait_for_backend()
+    results: dict[str, list[float]] = {}
+
+    for cfg in args.configs:
+        patch = CONFIGS[cfg]
+        perf_config.set_cache_enabled(patch)
+        times: list[float] = []
+        print(f"\n[decompose] config={cfg} (patch={patch})")
+        for i in range(args.warmup + args.reps):
+            t0 = time.time()
+            perf_config.trigger_generation(overrides)
+            wall = time.time() - t0
+            tag = "warmup" if i < args.warmup else "measure"
+            print(f"  {tag:>7} gen {i}: {wall:7.1f}s")
+            if i >= args.warmup:
+                times.append(wall)
+        results[cfg] = times
+
+    print("\n===== DECOMPOSE SUMMARY (median wall seconds) =====")
+    med = {c: statistics.median(v) for c, v in results.items()}
+    for c in args.configs:
+        print(f"  {c:<12}: {med[c]:7.1f}s")
+
+    if "baseline" in med and "patch_only" in med:
+        saved = med["baseline"] - med["patch_only"]
+        print(f"\n  rebuild time saved by patch  ~= baseline - patch_only = {saved:+.1f}s")
+        if med["baseline"]:
+            print(f"  as a fraction of baseline    ~= {saved / med['baseline'] * 100:+.1f}%")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/backend/performance_runner/gpu_sampler.py b/backend/performance_runner/gpu_sampler.py
new file mode 100644
index 000000000..cb4f3a596
--- /dev/null
+++ b/backend/performance_runner/gpu_sampler.py
@@ -0,0 +1,102 @@
+"""Background VRAM sampler (nvidia-smi based). No backend coupling."""
+
+from __future__ import annotations
+
+import threading
+import time
+
+import perf_config
+
+
+class GpuSampler:
+    """Samples used-VRAM in a background thread; supports windowed peak/floor.
+
+    Usage:
+        s = GpuSampler(hz=10).start()
+        s.mark("gen-3-start")
+        ... run work ...
+        peak = s.window_peak(since="gen-3-start")
+        s.stop()
+    """
+
+    def __init__(self, hz: float = 10.0, gpu_index: int = perf_config.GPU_INDEX) -> None:
+        self._interval = 1.0 / hz
+        self._gpu = gpu_index
+        self._samples: list[tuple[float, int]] = []    # (t, vram_mib)  — fast, for peak/floor
+        self._ram: list[tuple[float, float]] = []       # (t, host_ram_mib) — spill signal
+        self._stats: list[tuple[float, float | None, float | None, float | None]] = []
+        #                 (t, temp_c, clock_mhz, power_w) — slow (~1 Hz): thermal/throttle + energy
+        self._last_stat = 0.0
+        self._marks: dict[str, float] = {}
+        self._stop = threading.Event()
+        self._thread = threading.Thread(target=self._loop, daemon=True)
+
+    def start(self) -> "GpuSampler":
+        self._thread.start()
+        return self
+
+    def stop(self) -> None:
+        self._stop.set()
+        self._thread.join(timeout=5)
+
+    def mark(self, name: str) -> None:
+        self._marks[name] = time.time()
+
+    def _loop(self) -> None:
+        while not self._stop.is_set():
+            now = time.time()
+            try:
+                self._samples.append((now, perf_config.gpu_used_mib(self._gpu)))
+            except Exception:  # noqa: BLE001, S110
+                pass
+            ram = perf_config.host_ram().get("ram_used_mib")
+            if ram is not None:
+                self._ram.append((now, ram))
+            # Temp/clock/power change slowly and the full nvidia-smi query is heavier, so
+            # sample them ~1 Hz instead of at the fast VRAM cadence.
+            if now - self._last_stat >= 1.0:
+                self._last_stat = now
+                try:
+                    s = perf_config.gpu_stats(self._gpu)
+                    self._stats.append((now, s.get("temp_c"), s.get("clock_mhz"), s.get("power_w")))
+                except Exception:  # noqa: BLE001, S110
+                    pass
+            time.sleep(self._interval)
+
+    def _win(self, data: list[tuple[float, float]], since: str | None, until: str | None) -> list[float]:
+        t0 = self._marks.get(since, 0.0) if since else 0.0
+        t1 = self._marks.get(until, time.time()) if until else time.time()
+        return [m for (t, m) in data if t0 <= t <= t1]
+
+    def window_peak(self, since: str | None = None, until: str | None = None) -> int:
+        vals = self._win(self._samples, since, until)
+        return int(max(vals)) if vals else 0
+
+    def window_floor(self, since: str | None = None, until: str | None = None) -> int:
+        vals = self._win(self._samples, since, until)
+        return int(min(vals)) if vals else 0
+
+    def window_ram_floor(self, since: str | None = None, until: str | None = None) -> float | None:
+        """Min host-RAM (MiB) in the window — a rising per-gen RAM floor signals a spill/leak."""
+        vals = self._win(self._ram, since, until)
+        return min(vals) if vals else None
+
+    def _stat_series(self, idx: int, since: str | None, until: str | None) -> list[float]:
+        t0 = self._marks.get(since, 0.0) if since else 0.0
+        t1 = self._marks.get(until, time.time()) if until else time.time()
+        return [row[idx] for row in self._stats if t0 <= row[0] <= t1 and row[idx] is not None]
+
+    def window_temp_max(self, since: str | None = None, until: str | None = None) -> float | None:
+        vals = self._stat_series(1, since, until)
+        return max(vals) if vals else None
+
+    def window_clock_mean(self, since: str | None = None, until: str | None = None) -> float | None:
+        vals = self._stat_series(2, since, until)
+        return sum(vals) / len(vals) if vals else None
+
+    def window_power_mean(self, since: str | None = None, until: str | None = None) -> float | None:
+        vals = self._stat_series(3, since, until)
+        return sum(vals) / len(vals) if vals else None
+
+    def current(self) -> int:
+        return self._samples[-1][1] if self._samples else 0
diff --git a/backend/performance_runner/output_ab.py b/backend/performance_runner/output_ab.py
new file mode 100644
index 000000000..0bb5ed4e4
--- /dev/null
+++ b/backend/performance_runner/output_ab.py
@@ -0,0 +1,111 @@
+#!/usr/bin/env python3
+"""Correctness A/B (cache OFF vs ON, fixed seed).
+
+Proves the cache doesn't silently change output. Runs the SAME seed + prompt +
+config twice — cache OFF then cache ON — extracts frames with ffmpeg and compares
+them by per-frame PSNR.
+
+On a deterministic path OFF vs ON match at very high PSNR; a meaningful divergence
+means the cache handed back a module that differs from a fresh rebuild (a config the
+cache key doesn't capture). Per the source review, ltx_pipelines fixes LoRAs at
+construction, so this is expected to PASS on distilled/HQ/IC-LoRA — it's the
+confirmation + the regression baseline for upstream rev bumps.
+
+A cache correctness break would show as a large, obvious PSNR drop (wrong weights),
+not a subtle fp difference — so decoded-frame PSNR is a sufficient gate here without
+a latent-dump hook in the production pipeline.
+
+Usage (backend running):
+    python output_ab.py --seed 42 --run
+    python output_ab.py --video-off a.mp4 --video-on b.mp4   # compare existing files
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import statistics
+import subprocess
+import tempfile
+
+import perf_config
+
+# PSNR floor for a PASS. Identical decode -> inf; GPU/compile nondeterminism -> very
+# high PSNR; a real divergence (wrong module) -> low.
+PSNR_PASS_DB = 45.0
+
+
+def _extract_frames(video: str, out_dir: str) -> list[str]:
+    os.makedirs(out_dir, exist_ok=True)
+    subprocess.run(
+        ["ffmpeg", "-y", "-loglevel", "error", "-i", video, os.path.join(out_dir, "f_%05d.png")],
+        check=True,
+    )
+    return sorted(os.path.join(out_dir, f) for f in os.listdir(out_dir) if f.endswith(".png"))
+
+
+def diff_videos(video_off: str, video_on: str) -> bool:
+    """True = PASS (frames near-identical). Prints a summary + verdict."""
+    import numpy as np
+    from PIL import Image
+
+    with tempfile.TemporaryDirectory() as d:
+        fo = _extract_frames(video_off, os.path.join(d, "off"))
+        fn = _extract_frames(video_on, os.path.join(d, "on"))
+        n = min(len(fo), len(fn))
+        if n == 0:
+            print("FAIL: no frames extracted")
+            return False
+        psnrs = []
+        for i in range(n):
+            a = np.asarray(Image.open(fo[i]).convert("RGB"), dtype="float64")
+            b = np.asarray(Image.open(fn[i]).convert("RGB"), dtype="float64")
+            if a.shape != b.shape:
+                print(f"FAIL: frame {i} shape mismatch")
+                return False
+            mse = float(np.mean((a - b) ** 2))
+            psnrs.append(99.0 if mse == 0 else 10 * np.log10((255.0 ** 2) / mse))
+        ok = min(psnrs) >= PSNR_PASS_DB
+        print("===== FRAME A/B =====")
+        print(f"frames compared : {n}")
+        print(f"PSNR min/median : {min(psnrs):.1f} / {statistics.median(psnrs):.1f} dB")
+        print("VERDICT         :", f"PASS (near-identical, min >= {PSNR_PASS_DB:.0f} dB)" if ok else
+              f"FAIL (frames diverge, min < {PSNR_PASS_DB:.0f} dB — cache handed back a different module)")
+        return ok
+
+
+def run_pair(seed: int, overrides: dict) -> tuple[str | None, str | None]:
+    perf_config.wait_for_backend()
+    ov = {**overrides, "seed": seed}
+    perf_config.set_cache_enabled(False)
+    off = perf_config.trigger_generation(ov)
+    perf_config.set_cache_enabled(True)
+    on = perf_config.trigger_generation(ov)
+    print(f"[ab] off -> {off}\n[ab] on  -> {on}")
+    return off, on
+
+
+def main() -> int:
+    """Returns a process exit code: 0 = PASS, 1 = FAIL/divergence, 2 = nothing to compare."""
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--seed", type=int, default=42)
+    ap.add_argument("--run", action="store_true", help="trigger the OFF/ON pair via the backend")
+    ap.add_argument("--video-off")
+    ap.add_argument("--video-on")
+    ap.add_argument("--overrides", default="{}")
+    args = ap.parse_args()
+
+    overrides = json.loads(args.overrides)
+
+    off, on = args.video_off, args.video_on
+    if args.run:
+        off, on = run_pair(args.seed, overrides)
+    if off and on:
+        return 0 if diff_videos(off, on) else 1
+    print("Nothing to compare. Use --run, or pass --video-off/--video-on.")
+    return 2
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/backend/performance_runner/perf_config.py b/backend/performance_runner/perf_config.py
new file mode 100644
index 000000000..2abd83f4b
--- /dev/null
+++ b/backend/performance_runner/perf_config.py
@@ -0,0 +1,469 @@
+"""Central configuration + HTTP helpers for the perf suite.
+
+Everything backend-specific lives here; the measurement scripts (soak_test,
+output_ab, decompose, sanity) import from this module and stay generic. To point
+the suite at a different backend, edit the four sections below.
+
+The backend is a local FastAPI server. We drive real generations through it over
+HTTP so the patch's per-generation hooks fire exactly as in production, and read
+GPU memory via `nvidia-smi` so the measurement path never couples to backend
+internals.
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import shutil
+import statistics
+import subprocess
+import sys
+import time
+import urllib.request
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any
+
+# --------------------------------------------------------------------------- #
+# 1. Backend location + GPU
+# --------------------------------------------------------------------------- #
+# The backend binds 127.0.0.1 on PORT (runtime_config/port_constant.py = 41954),
+# overridable by the LTX_PORT env var (ltx2_server.py reads os.environ["LTX_PORT"]).
+# PERF_BASE_URL / PERF_GPU_INDEX let you point the suite elsewhere without edits.
+_PORT = os.environ.get("LTX_PORT") or "41954"
+BASE_URL = os.environ.get("PERF_BASE_URL") or f"http://127.0.0.1:{_PORT}"
+HEALTH_PATH = "/health"                              # backend/_routes/health.py
+GPU_INDEX = int(os.environ.get("PERF_GPU_INDEX", "0"))  # nvidia-smi index of the 5090
+HTTP_TIMEOUT_S = 1800                                 # a 1080p/20s gen can take minutes
+
+# Auth: the backend requires a Bearer token on every request when it's launched
+# with an auth token set. The desktop app generates a random token per launch;
+# copy it from the app's Logs footer (the "•••••" control) into the dashboard's
+# token field, or export PERF_AUTH_TOKEN for the CLI. `pnpm perf:dev` injects a
+# token automatically. A backend started without a token leaves this empty.
+AUTH_TOKEN = os.environ.get("PERF_AUTH_TOKEN") or os.environ.get("LTX_AUTH_TOKEN") or ""
+
+# Windows: usually on PATH (C:\Windows\System32\nvidia-smi.exe). If not, set the
+# full path here. Test with `nvidia-smi` in the session terminal first — if the
+# sampler can't find it, the soak floor silently reads 0.
+NVIDIA_SMI = os.environ.get("NVIDIA_SMI", "nvidia-smi")
+
+# Single output folder for ALL run artifacts — logs, soak CSVs, sanity results —
+# so the dashboard and the CLI scripts share one location. Override with PERF_RUNS_DIR.
+RUNS_DIR = Path(os.environ.get("PERF_RUNS_DIR") or Path(__file__).resolve().parent / "dashboard_runs")
+RUNS_DIR.mkdir(parents=True, exist_ok=True)
+
+
+def _app_data_dir() -> Path:
+    """App data dir, mirroring electron/app-paths.ts, so we can find the backend's
+    session logs. LTX_APP_DATA_DIR (set for the headless backend) wins."""
+    env = os.environ.get("LTX_APP_DATA_DIR")
+    if env:
+        return Path(env)
+    if sys.platform == "win32":
+        base = os.environ.get("LOCALAPPDATA") or os.path.expanduser(r"~\AppData\Local")
+    elif sys.platform == "darwin":
+        base = os.path.expanduser("~/Library/Application Support")
+    else:
+        base = os.environ.get("XDG_DATA_HOME") or os.path.expanduser("~/.local/share")
+    return Path(base) / "LTXDesktop"
+
+
+# Where the backend writes its session logs (with tracebacks). The dashboard tails
+# the newest one so a failed run's backend traceback is visible in-browser.
+BACKEND_LOGS_DIR = _app_data_dir() / "logs"
+
+# --------------------------------------------------------------------------- #
+# 2. Trigger ONE generation and BLOCK until it finishes.
+#    /api/generate is SYNCHRONOUS: route_generate calls
+#    handler.video_generation.generate(req) and returns the terminal
+#    GenerateVideoResponse directly — {"status":"complete","video_path":...}
+#    or {"status":"cancelled"}. So a blocking POST is the completion signal;
+#    the progress poll below is only a fallback / liveness aid.
+#
+#    Payload = GenerateVideoRequest (backend/api_types.py), model_config
+#    strict=True -> field names and types must match EXACTLY (no extras).
+# --------------------------------------------------------------------------- #
+GENERATE_PATH = "/api/generate"                       # POST, blocks until terminal
+STATUS_PATH = "/api/generation/progress"              # GET, poll fallback
+
+# Default: 540p / 5s "fast" distilled two-stage. The leak accumulates per
+# build/evict cycle, not per second of video, so the shortest duration gives the
+# same reclaim-path sensitivity with a faster per-gen wall time (more cycles/hour).
+# Keep duration CONSTANT across a soak — varying it triggers torch.compile shape
+# recompiles and shifts the floor baseline.
+# duration/fps/resolution are Literals in api_types.py; keep to allowed values.
+GEN_PAYLOAD_TEMPLATE: dict[str, Any] = {
+    "prompt": "a calm ocean at sunset, slow camera push in",
+    "resolution": "540p",          # Literal: 540p|720p|1080p|1440p|2160p
+    "model": "fast",               # Literal: fast|pro  (fast = distilled -> cache hits)
+    "cameraMotion": "none",
+    "negativePrompt": "",
+    "duration": 5,                 # Literal: 5|6|8|10|12|14|16|18|20
+    "fps": 24,                     # Literal: 24|25|48|50
+    "audio": False,
+    "imagePath": None,             # set for i2v/ia2v runs
+    "audioPath": None,             # set for a2v/ia2v runs
+    "aspectRatio": "16:9",         # Literal: 16:9|9:16
+    "seed": 42,                    # fixed seed -> deterministic A/B (output_ab.py)
+    "loras": [],                   # list[{"ref": str, "scale": float}]
+}
+
+
+def _extract_output(resp: Any) -> str | None:
+    """Pull an output file path out of a synchronous generation response.
+
+    Handles the shapes across routes: video_path (generate/extend/retake/ic-lora),
+    image_paths[] (generate-image), and result (str | list) (retake payload).
+    Raises on a non-complete terminal status.
+    """
+    if not isinstance(resp, dict):
+        return None
+    status = resp.get("status")
+    if status in ("cancelled", "error"):
+        raise RuntimeError(f"generation not complete: {resp}")
+    if resp.get("video_path"):
+        return resp["video_path"]
+    imgs = resp.get("image_paths")
+    if isinstance(imgs, list) and imgs:
+        return imgs[0]
+    r = resp.get("result")
+    if isinstance(r, str):
+        return r
+    if isinstance(r, list) and r:
+        return r[0]
+    return None
+
+
+def trigger(route: str, payload: dict[str, Any]) -> str | None:
+    """POST a full payload to an arbitrary synchronous generation route and return
+    its output path. Used by scenarios that hit routes other than /api/generate
+    (generate-image, extend, retake, ic-lora/generate)."""
+    return _extract_output(_post(route, payload))
+
+
+def trigger_generation(overrides: dict[str, Any] | None = None) -> str | None:
+    """Trigger one /api/generate video generation and block until complete.
+
+    /api/generate is synchronous, so the POST return value is already terminal.
+    Falls back to polling /api/generation/progress only if the route ever
+    returns before completion. Raises on cancellation / error / non-2xx.
+    """
+    payload = {**GEN_PAYLOAD_TEMPLATE, **(overrides or {})}
+    out = _extract_output(_post(GENERATE_PATH, payload))
+    if out is not None:
+        return out
+    # Fallback: poll the progress endpoint to a terminal state.
+    return _poll_until_done()
+
+
+def set_torch_compile_enabled(enabled: bool) -> None:
+    """Flip AppSettings.use_torch_compile.
+
+    The soak must run with Torch Compile ON — the whole point is the cumulative
+    compile-path leak. Prefer starting the backend already compiled; this helper
+    is here so a run block can assert/force it.
+    """
+    _post(SETTINGS_PATH, {"useTorchCompile": enabled})
+    time.sleep(0.5)
+
+
+# --------------------------------------------------------------------------- #
+# 3. Set the cache patch on/off for a run block.
+#    Live setting: AppSettings.diffusion_stage_cache_enabled, pushed into
+#    diffusion_stage_cache.set_enabled() by GenerationHandler on every
+#    generation — so flipping it here takes effect on the NEXT generation.
+#    POST /api/settings takes a partial patch; settings are camelCase-aliased
+#    (populate_by_name=True also accepts snake_case), extra="forbid".
+# --------------------------------------------------------------------------- #
+SETTINGS_PATH = "/api/settings"                       # backend/_routes/settings.py
+CACHE_SETTING_KEY = "diffusionStageCacheEnabled"      # camelCase alias of diffusion_stage_cache_enabled
+
+
+def set_cache_enabled(enabled: bool) -> None:
+    """Set the patch toggle. Takes effect on the next generation."""
+    _post(SETTINGS_PATH, {CACHE_SETTING_KEY: enabled})
+    time.sleep(0.5)
+
+
+def get_settings() -> dict:
+    """Read the live backend settings (GET /api/settings). Keys are camelCase
+    aliases (diffusionStageCacheEnabled, useTorchCompile, ...)."""
+    return _get(SETTINGS_PATH) or {}
+
+
+_MODELS_DIR: Path | None = None
+
+
+def models_dir() -> Path | None:
+    """The backend's models directory (user-configurable), read once from settings.
+    Used to check whether a scenario's LoRA / IC-LoRA weights are actually on disk —
+    catalog weights live under models_dir/loras/<id>/ and models_dir/ic-loras/<id>/.
+    None if the backend can't be reached or doesn't report it."""
+    global _MODELS_DIR
+    if _MODELS_DIR is not None:
+        return _MODELS_DIR
+    try:
+        s = get_settings()
+    except Exception:  # noqa: BLE001
+        return None
+    raw = s.get("modelsDir") or s.get("models_dir")
+    if raw:
+        _MODELS_DIR = Path(raw)
+    return _MODELS_DIR
+
+
+# --------------------------------------------------------------------------- #
+# Generic helpers — no need to edit below.
+# --------------------------------------------------------------------------- #
+@dataclass
+class RunResult:
+    label: str
+    gen_index: int
+    wall_s: float
+    peak_mib: int
+    floor_mib: int
+    output_path: str | None = None
+    ram_floor_mib: float | None = None    # host-RAM floor in the settle window (spill signal)
+    temp_c: float | None = None           # GPU temperature during the gen (thermal/throttle)
+    clock_mhz: float | None = None        # mean SM clock during the gen (drops = throttling)
+    power_w: float | None = None          # mean power draw during the gen (-> energy per gen)
+
+
+def gpu_used_mib(gpu_index: int = GPU_INDEX) -> int:
+    """Current used VRAM in MiB via nvidia-smi (robust, backend-agnostic)."""
+    out = subprocess.check_output(
+        [
+            NVIDIA_SMI,
+            f"--id={gpu_index}",
+            "--query-gpu=memory.used",
+            "--format=csv,noheader,nounits",
+        ],
+        text=True,
+    )
+    return int(out.strip().splitlines()[0])
+
+
+_GPU_FIELDS = ("util", "used_mib", "total_mib", "temp_c", "clock_mhz", "power_w")
+
+
+def gpu_stats(gpu_index: int = GPU_INDEX) -> dict[str, float | None]:
+    """One nvidia-smi snapshot: utilization, VRAM, temp, SM clock, power draw, plus
+    host RAM. Surfaces contention/thermal at a glance (low util + low clock while
+    'busy' = the GPU is starved by another process, not the workload), and — since a
+    desktop app shares the machine — how much system RAM the backend is holding."""
+    out = subprocess.check_output(
+        [NVIDIA_SMI, f"--id={gpu_index}",
+         "--query-gpu=utilization.gpu,memory.used,memory.total,temperature.gpu,clocks.sm,power.draw",
+         "--format=csv,noheader,nounits"],
+        text=True,
+    )
+    vals = [v.strip() for v in out.strip().splitlines()[0].split(",")]
+    stats: dict[str, float | None] = {}
+    for key, raw in zip(_GPU_FIELDS, vals):
+        try:
+            stats[key] = float(raw) if "." in raw else int(raw)
+        except ValueError:
+            stats[key] = None
+    stats.update(host_ram())
+    return stats
+
+
+def host_ram() -> dict[str, float | None]:
+    """System RAM used/total in MiB. Uses psutil if present, else /proc/meminfo on
+    Linux; None values if neither works (e.g. Windows without psutil). Desktop shares
+    the machine, so a climbing host-RAM floor across gens = a spill/leak the user feels."""
+    try:
+        import psutil  # optional; installed with the backend on most setups
+        vm = psutil.virtual_memory()
+        sm = psutil.swap_memory()
+        return {"ram_used_mib": round(vm.used / 1048576), "ram_total_mib": round(vm.total / 1048576),
+                "ram_avail_mib": round(vm.available / 1048576), "swap_used_mib": round(sm.used / 1048576)}
+    except Exception:  # noqa: BLE001
+        pass
+    try:
+        info: dict[str, int] = {}
+        for line in Path("/proc/meminfo").read_text().splitlines():
+            k, _, rest = line.partition(":")
+            info[k] = int(rest.strip().split()[0])  # kB
+        total, avail = info.get("MemTotal"), info.get("MemAvailable")
+        swt, swf = info.get("SwapTotal"), info.get("SwapFree")
+        swap = round((swt - swf) / 1024) if (swt is not None and swf is not None) else None
+        if total and avail is not None:
+            return {"ram_used_mib": round((total - avail) / 1024), "ram_total_mib": round(total / 1024),
+                    "ram_avail_mib": round(avail / 1024), "swap_used_mib": swap}
+    except Exception:  # noqa: BLE001
+        pass
+    return {"ram_used_mib": None, "ram_total_mib": None, "ram_avail_mib": None, "swap_used_mib": None}
+
+
+def disk_free() -> dict[str, int | None]:
+    """Free/total disk (GiB) on the app-data volume — models + outputs live there, and a
+    full disk fails generations. Falls back to $HOME if the app-data dir doesn't exist yet."""
+    for base in (_app_data_dir(), Path.home()):
+        try:
+            u = shutil.disk_usage(str(base))
+            return {"disk_free_gb": round(u.free / 1073741824), "disk_total_gb": round(u.total / 1073741824)}
+        except OSError:
+            continue
+    return {"disk_free_gb": None, "disk_total_gb": None}
+
+
+# Common desktop GPU VRAM tiers (GiB). A desktop shares the GPU with the OS/other
+# apps, so a config only "fits" a tier if its peak VRAM stays under it with headroom.
+CARD_TIERS_GIB = (8, 12, 16, 24)
+_FIT_HEADROOM = 0.90
+
+
+def vram_fit(peak_mib: int) -> str:
+    """Smallest common card tier this peak VRAM fits under (with headroom), or a
+    warning if it exceeds the largest tier. Answers 'what card can run this config'."""
+    if not peak_mib:
+        return ""
+    for gib in CARD_TIERS_GIB:
+        if peak_mib < gib * 1024 * _FIT_HEADROOM:
+            return f"fits ≥{gib}GB"
+    return f">{CARD_TIERS_GIB[-1]}GB (high-end only)"
+
+
+_GPU_TOTAL_MIB: int | None = None
+
+
+def gpu_total_mib(gpu_index: int = GPU_INDEX) -> int | None:
+    """Total VRAM (MiB) for this GPU, read once. Used with peak VRAM to report how close
+    a run came to OOM (headroom %). None where nvidia-smi isn't available (e.g. MPS)."""
+    global _GPU_TOTAL_MIB
+    if _GPU_TOTAL_MIB is None:
+        try:
+            t = gpu_stats(gpu_index).get("total_mib")
+            _GPU_TOTAL_MIB = int(t) if t else None
+        except Exception:  # noqa: BLE001
+            return None
+    return _GPU_TOTAL_MIB
+
+
+def ffprobe_info(path: str | None) -> dict | None:
+    """Probe a produced media file with ffprobe -> width/height/duration/fps/
+    nb_frames/has_audio. None if the path is missing, ffprobe is unavailable, or the
+    file won't parse. Used to verify the output matches what was requested."""
+    if not path or not os.path.exists(path):
+        return None
+    try:
+        out = subprocess.check_output(
+            ["ffprobe", "-v", "error", "-print_format", "json",
+             "-show_format", "-show_streams", path],
+            text=True, stderr=subprocess.DEVNULL,
+        )
+        data = json.loads(out)
+    except (OSError, subprocess.CalledProcessError, json.JSONDecodeError):
+        return None
+    streams = data.get("streams", [])
+    v = next((s for s in streams if s.get("codec_type") == "video"), None)
+    a = next((s for s in streams if s.get("codec_type") == "audio"), None)
+    fmt = data.get("format", {})
+    dur = None
+    for src in ((v or {}).get("duration"), fmt.get("duration")):
+        try:
+            dur = float(src)
+            break
+        except (TypeError, ValueError):
+            continue
+    fps = None
+    rate = (v or {}).get("avg_frame_rate", "")
+    if rate and rate != "0/0" and "/" in rate:
+        num, den = rate.split("/")
+        try:
+            fps = round(float(num) / float(den), 2) if float(den) else None
+        except (ValueError, ZeroDivisionError):
+            fps = None
+    nb = int(v["nb_frames"]) if v and str(v.get("nb_frames", "")).isdigit() else None
+
+    def _int(x: object) -> int | None:
+        try:
+            return int(x)  # type: ignore[arg-type]
+        except (TypeError, ValueError):
+            return None
+    size = _int(fmt.get("size"))
+    if size is None:
+        try:
+            size = os.path.getsize(path)
+        except OSError:
+            size = None
+    return {
+        "width": (v or {}).get("width"), "height": (v or {}).get("height"),
+        "duration": dur, "fps": fps, "nb_frames": nb, "has_audio": a is not None,
+        "size": size, "bit_rate": _int(fmt.get("bit_rate")),
+    }
+
+
+def gpu_busy(threshold_util: float = 20.0, samples: int = 5, interval: float = 0.2) -> tuple[bool, float]:
+    """Sample GPU utilization briefly; return (busy?, median util). Use before a soak
+    to catch another process already using the GPU (which would contaminate wall time)."""
+    utils = []
+    for _ in range(samples):
+        try:
+            u = gpu_stats().get("util")
+            if u is not None:
+                utils.append(u)
+        except Exception:  # noqa: BLE001
+            pass
+        time.sleep(interval)
+    med = statistics.median(utils) if utils else 0.0
+    return med > threshold_util, med
+
+
+def wait_for_backend(timeout_s: int = 120) -> None:
+    """Block until /health responds ok."""
+    deadline = time.time() + timeout_s
+    last = None
+    while time.time() < deadline:
+        try:
+            h = _get(HEALTH_PATH)
+            if h:
+                return
+        except Exception as exc:  # noqa: BLE001
+            last = exc
+        time.sleep(1.0)
+    raise RuntimeError(f"backend not healthy after {timeout_s}s (last: {last})")
+
+
+def _auth_headers() -> dict[str, str]:
+    return {"Authorization": f"Bearer {AUTH_TOKEN}"} if AUTH_TOKEN else {}
+
+
+def _get(path: str) -> Any:
+    req = urllib.request.Request(BASE_URL + path, method="GET", headers=_auth_headers())
+    with urllib.request.urlopen(req, timeout=HTTP_TIMEOUT_S) as r:
+        body = r.read().decode()
+    return json.loads(body) if body else None
+
+
+def _post(path: str, payload: dict[str, Any]) -> Any:
+    data = json.dumps(payload).encode()
+    req = urllib.request.Request(
+        BASE_URL + path, data=data, method="POST",
+        headers={"Content-Type": "application/json", **_auth_headers()},
+    )
+    with urllib.request.urlopen(req, timeout=HTTP_TIMEOUT_S) as r:
+        body = r.read().decode()
+    return json.loads(body) if body else None
+
+
+def _poll_until_done(interval_s: float = 1.0) -> str | None:
+    """Poll GET /api/generation/progress to a terminal status.
+
+    GenerationProgressResponse.status is one of
+    idle|running|complete|cancelled|error; the output (if any) is in `result`
+    (str | list[str] | None).
+    """
+    while True:
+        st = _get(STATUS_PATH) or {}
+        status = st.get("status", "")
+        if status == "complete":
+            result = st.get("result")
+            if isinstance(result, list):
+                return result[0] if result else None
+            return result
+        if status in {"error", "cancelled"}:
+            raise RuntimeError(f"generation failed: {st}")
+        time.sleep(interval_s)
diff --git a/backend/performance_runner/run_dashboard.ps1 b/backend/performance_runner/run_dashboard.ps1
new file mode 100644
index 000000000..71a730904
--- /dev/null
+++ b/backend/performance_runner/run_dashboard.ps1
@@ -0,0 +1,49 @@
+<#
+.SYNOPSIS
+  Launch the perf dashboard on the Windows 5090 box (disconnect-safe: keeps the
+  box awake). Delegates to run_dashboard.py, which starts the server and opens a
+  browser; the URL is printed too.
+
+.PARAMETER Port
+  Dashboard port (default 8750, localhost only).
+
+.EXAMPLE
+  .\run_dashboard.ps1
+  .\run_dashboard.ps1 -Port 8760
+#>
+param(
+  [int]$Port = 8750
+)
+$ErrorActionPreference = "Stop"
+Set-Location $PSScriptRoot
+
+# SetThreadExecutionState flags. Use decimal literals so PowerShell doesn't parse
+# 0x80000003 as a negative Int32 (which fails to cast to the UInt32 parameter).
+$ES_CONTINUOUS        = [uint32]2147483648   # 0x80000000
+$ES_SYSTEM_REQUIRED   = [uint32]1            # 0x00000001
+$ES_DISPLAY_REQUIRED  = [uint32]2            # 0x00000002
+$keepAwake = [uint32]($ES_CONTINUOUS -bor $ES_SYSTEM_REQUIRED -bor $ES_DISPLAY_REQUIRED)
+
+# Keep-awake is best-effort — never let it block the launch.
+$havePower = $false
+try {
+  Add-Type -Name Power -Namespace Win32 -MemberDefinition @'
+  [System.Runtime.InteropServices.DllImport("kernel32.dll")]
+  public static extern uint SetThreadExecutionState(uint esFlags);
+'@ -ErrorAction SilentlyContinue
+  [void][Win32.Power]::SetThreadExecutionState($keepAwake)
+  $havePower = $true
+} catch {
+  Write-Warning "keep-awake unavailable ($($_.Exception.Message)); continuing."
+}
+
+try {
+  if (Get-Command uv -ErrorAction SilentlyContinue) {
+    uv run python run_dashboard.py --port $Port
+  } else {
+    python run_dashboard.py --port $Port
+  }
+}
+finally {
+  if ($havePower) { try { [void][Win32.Power]::SetThreadExecutionState($ES_CONTINUOUS) } catch {} }
+}
diff --git a/backend/performance_runner/run_dashboard.py b/backend/performance_runner/run_dashboard.py
new file mode 100755
index 000000000..394ce0722
--- /dev/null
+++ b/backend/performance_runner/run_dashboard.py
@@ -0,0 +1,99 @@
+#!/usr/bin/env python3
+"""Cross-platform launcher for the perf dashboard (Windows / macOS / Linux).
+
+Starts the dashboard control server and opens a browser (Chrome if found, else
+the default browser); the clickable URL is always printed so you can open it
+manually. Ctrl+C stops the server and, via its shutdown hook, terminates any
+still-running spawned perf runs.
+
+Run it with the backend env so fastapi/uvicorn/torch resolve, e.g.:
+    uv run python run_dashboard.py
+    uv run python run_dashboard.py --port 8750
+
+Binds 127.0.0.1 only — never expose it.
+"""
+
+from __future__ import annotations
+
+import argparse
+import os
+import shutil
+import sys
+import threading
+import time
+import webbrowser
+from pathlib import Path
+
+HERE = Path(__file__).resolve().parent            # .../perf
+DASH_DIR = HERE / "dashboard"
+
+
+def _find_chrome() -> str | None:
+    for name in ("google-chrome", "google-chrome-stable", "chrome", "chromium", "chromium-browser"):
+        p = shutil.which(name)
+        if p:
+            return p
+    if sys.platform == "darwin":
+        candidates = ["/Applications/Google Chrome.app/Contents/MacOS/Google Chrome"]
+    elif os.name == "nt":
+        candidates = [
+            os.path.expandvars(r"%ProgramFiles%\Google\Chrome\Application\chrome.exe"),
+            os.path.expandvars(r"%ProgramFiles(x86)%\Google\Chrome\Application\chrome.exe"),
+            os.path.expandvars(r"%LocalAppData%\Google\Chrome\Application\chrome.exe"),
+        ]
+    else:
+        candidates = []
+    for c in candidates:
+        if c and Path(c).exists():
+            return c
+    return None
+
+
+def _open_browser(url: str) -> None:
+    time.sleep(1.5)  # let uvicorn bind first
+    chrome = _find_chrome()
+    try:
+        if chrome:
+            webbrowser.register("chrome", None, webbrowser.BackgroundBrowser(chrome))
+            webbrowser.get("chrome").open(url)
+        else:
+            webbrowser.open(url)
+    except Exception:  # noqa: BLE001
+        pass  # the URL is printed regardless
+
+
+def main() -> None:
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--port", type=int, default=int(os.environ.get("PERF_DASH_PORT", "8750")))
+    ap.add_argument("--no-browser", action="store_true", help="don't auto-open a browser")
+    args = ap.parse_args()
+
+    if not (DASH_DIR / "server.py").exists():
+        sys.exit(f"dashboard server not found at {DASH_DIR / 'server.py'}")
+
+    os.environ["PERF_DASH_PORT"] = str(args.port)
+    url = f"http://127.0.0.1:{args.port}"
+
+    try:
+        sys.path.insert(0, str(DASH_DIR))
+        import server as dashboard_server  # dashboard/server.py — defines `app`
+        import uvicorn
+    except ModuleNotFoundError as exc:
+        sys.exit(
+            f"missing dependency ({exc.name}). Launch with the backend env, e.g.:\n"
+            f"    uv run python {Path(__file__).name}"
+        )
+
+    print("=" * 60)
+    print(f"  LTX Perf Dashboard  ->  {url}")
+    print("  localhost only · internal · Ctrl+C to stop")
+    print("=" * 60, flush=True)
+
+    if not args.no_browser:
+        threading.Thread(target=_open_browser, args=(url,), daemon=True).start()
+
+    uvicorn.run(dashboard_server.app, host="127.0.0.1", port=args.port, log_level="info")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/backend/performance_runner/run_dashboard.sh b/backend/performance_runner/run_dashboard.sh
new file mode 100755
index 000000000..f921d55f8
--- /dev/null
+++ b/backend/performance_runner/run_dashboard.sh
@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+# Launch the perf dashboard (macOS / Linux). Opens a browser + prints the URL.
+# Uses uv if present so fastapi/uvicorn/torch resolve from the backend env.
+set -euo pipefail
+cd "$(dirname "$0")"
+if command -v uv >/dev/null 2>&1; then
+  exec uv run python run_dashboard.py "$@"
+else
+  exec python3 run_dashboard.py "$@"
+fi
diff --git a/backend/performance_runner/sanity.py b/backend/performance_runner/sanity.py
new file mode 100644
index 000000000..a8d93e505
--- /dev/null
+++ b/backend/performance_runner/sanity.py
@@ -0,0 +1,308 @@
+#!/usr/bin/env python3
+"""Sanity sweep — run Desktop-feature scenarios and produce a pass/fail matrix.
+
+Use this when a big feature lands: exercise every wired scenario end-to-end
+(completes without error + output checks pass) so you catch regressions across
+the whole feature surface, not just the one you changed.
+
+Each scenario runs once through the real backend (its own route + payload). A
+scenario PASSES if the generation completes AND all its checks pass. NEEDS_WIRING
+scenarios are skipped (reported as SKIP) until wired in scenarios.py.
+
+Results viewer: every run collects each scenario's INPUT asset(s) and OUTPUT into
+`sanity_runs/<ts>/` and writes an `index.html` there that shows input | output
+side by side. Open that file to watch what each scenario produced.
+
+Usage (backend running on the box):
+    python sanity.py                     # run all wired scenarios
+    python sanity.py --only t2v_540p_20s i2v
+    python sanity.py --tags modality     # run scenarios matching a tag
+    python sanity.py --include-unwired    # attempt everything (expect failures)
+
+Emits sanity_runs/<ts>/ (index.html + copied media + results.json) and a table.
+"""
+
+from __future__ import annotations
+
+import argparse
+import html
+import json
+import os
+import shutil
+import statistics
+import time
+from pathlib import Path
+
+import perf_config
+import scenarios as scn
+from gpu_sampler import GpuSampler
+
+VIDEO_EXT = {".mp4", ".webm", ".mov", ".mkv"}
+IMAGE_EXT = {".png", ".jpg", ".jpeg", ".webp", ".gif", ".bmp"}
+AUDIO_EXT = {".wav", ".m4a", ".mp3", ".aac", ".ogg", ".flac"}
+
+# --fast: cheapest valid knobs so every path runs in a fraction of the time. This is
+# a "does each feature still generate" surface check, NOT a quality/perf signal — it
+# deliberately squashes the resolution/duration corners. 540p and 5s are the minimum
+# of their respective Literals (see GEN_PAYLOAD_TEMPLATE); extend/retake take float
+# seconds, so their duration is capped instead of fixed.
+_FAST_VIDEO = {"resolution": "540p", "duration": 5}
+_FAST_DURATION_CAP_ROUTES = {"/api/extend", "/api/retake"}
+_ICLORA_ROUTE = "/api/ic-lora/generate"
+
+
+def _fast_overrides(s: scn.Scenario) -> dict:
+    """Scenario overrides with the fast caps applied (leaves the original untouched)."""
+    ov = dict(s.overrides)
+    if s.route is None:                                   # default video route (Literal knobs)
+        ov.update(_FAST_VIDEO)
+    elif s.route in _FAST_DURATION_CAP_ROUTES and isinstance(ov.get("duration"), (int, float)):
+        ov["duration"] = min(float(ov["duration"]), 2.0)  # extend/retake: shrink the added span
+    elif s.route == _ICLORA_ROUTE:
+        # Half-canvas Stage 1. Only bites on the skip_stage_2 path (transformation
+        # LoRAs like day-to-night); a no-op on the canny/depth two-stage path, where
+        # Stage 2 sets the output size. See api_types resolution_factor.
+        ov["resolution_factor"] = 1.0
+    return ov
+
+
+def _integrity(payload: dict, probe: dict) -> tuple[bool, str]:
+    """Compare a default-route video output to the request (duration/fps/audio). ADVISORY
+    only — reported, never a gate: a smoke sweep passes as long as a valid file generated.
+    Tolerances absorb frame-rounding. Audio: only flags *requested* audio that's MISSING —
+    a silent track muxed into a t2v output when audio wasn't requested is expected, so only
+    requested-but-absent audio is flagged."""
+    issues = []
+    want_dur, want_fps = payload.get("duration"), payload.get("fps")
+    if want_dur is not None and probe.get("duration") is not None and abs(probe["duration"] - float(want_dur)) > 0.5:
+        issues.append(f"duration {probe['duration']:.1f}s!={want_dur}s")
+    if want_fps is not None and probe.get("fps") is not None and abs(probe["fps"] - float(want_fps)) > 1.0:
+        issues.append(f"fps {probe['fps']}!={want_fps}")
+    if bool(payload.get("audio")) and not probe.get("has_audio"):
+        issues.append("requested audio missing")
+    return (not issues, "ok" if not issues else ", ".join(issues))
+
+
+def run_one(s: scn.Scenario, fast: bool = False) -> dict:
+    t0 = time.time()
+    row: dict = {"key": s.key, "title": s.title, "status": "", "wall_s": 0.0,
+                 "detail": "", "output": None, "inputs": s.input_paths(),
+                 "peak_mib": None, "fit": "", "media": None,
+                 "headroom_pct": None, "realtime": None, "energy_wh": None}
+    overrides = s.build_overrides(_fast_overrides(s) if fast else s.overrides)
+    route = s.route or perf_config.GENERATE_PATH
+    payload = overrides if s.route else {**perf_config.GEN_PAYLOAD_TEMPLATE, **overrides}
+    print(f"[sanity]   request  POST {route}")
+    print(f"[sanity]   payload  {json.dumps(payload)}")
+    sampler = GpuSampler(hz=5).start()
+    try:
+        sampler.mark("start")
+        out = perf_config.trigger(s.route, overrides) if s.route else perf_config.trigger_generation(overrides)
+        sampler.mark("end")
+        row["output"] = out
+        row["wall_s"] = round(time.time() - t0, 1)
+        details, ok_all = [], True
+        for chk in s.checks:
+            ok, msg = chk(out)
+            ok_all = ok_all and ok
+            details.append(f"{chk.__name__}={'ok' if ok else 'FAIL'}({msg})")
+        wall = row["wall_s"]
+        # Peak VRAM this scenario needed -> which card tier runs it, and how close to OOM.
+        peak = sampler.window_peak("start", "end")
+        row["peak_mib"], row["fit"] = (peak or None), perf_config.vram_fit(peak)
+        total = perf_config.gpu_total_mib()
+        row["headroom_pct"] = round(100.0 * peak / total) if (peak and total) else None
+        if peak:
+            hd = f", {row['headroom_pct']:.0f}% of {total} MiB" if row["headroom_pct"] else ""
+            details.append(f"peak={peak}MiB ({row['fit']}{hd})")
+        # Energy this generation drew (mean power x wall).
+        power = sampler.window_power_mean("start", "end")
+        row["energy_wh"] = round(power * wall / 3600.0, 2) if power else None
+        if row["energy_wh"]:
+            details.append(f"energy={row['energy_wh']}Wh")
+        # Output: resolution, throughput (video seconds per wall second), and an ADVISORY
+        # integrity note. Integrity never fails the smoke sweep — a valid file that
+        # generated PASSES; the note just surfaces any mismatch vs the request.
+        probe = perf_config.ffprobe_info(out)
+        row["media"] = probe
+        if probe:
+            details.append(f"res={probe['width']}x{probe['height']}")
+            if probe.get("duration") and wall:
+                row["realtime"] = round(probe["duration"] / wall, 2)
+                details.append(f"{row['realtime']}x realtime")
+            if s.route is None:  # default video route: duration/fps/audio are in the request
+                ok_i, msg_i = _integrity(payload, probe)
+                details.append(f"integrity={'ok' if ok_i else 'DIFF'}({msg_i})")
+        row["status"] = "PASS" if ok_all else "FAIL"
+        row["detail"] = "; ".join(details)
+    except Exception as exc:  # noqa: BLE001
+        row["wall_s"] = round(time.time() - t0, 1)
+        row["status"] = "ERROR"
+        row["detail"] = f"{type(exc).__name__}: {exc}"
+    finally:
+        sampler.stop()
+    return row
+
+
+def _media_tag(rel: str) -> str:
+    ext = Path(rel).suffix.lower()
+    r = html.escape(rel)
+    if ext in VIDEO_EXT:
+        return f'<video controls preload="metadata" width="360" src="{r}"></video>'
+    if ext in IMAGE_EXT:
+        return f'<img width="360" src="{r}">'
+    if ext in AUDIO_EXT:
+        return f'<audio controls src="{r}"></audio>'
+    return f'<a href="{r}">{r}</a>'
+
+
+def collect_results(rows: list[dict], ts: str) -> Path:
+    """Copy each scenario's input(s) + output into sanity_runs/<ts>/ and write an
+    index.html that shows them side by side. Returns the run folder."""
+    run_dir = perf_config.RUNS_DIR / f"sanity_{ts}"
+    run_dir.mkdir(parents=True, exist_ok=True)
+
+    def _copy(src: str | None, dest_name: str) -> str | None:
+        if not src or not os.path.exists(src):
+            return None
+        dest = run_dir / dest_name
+        try:
+            shutil.copy2(src, dest)
+            return dest.name
+        except Exception:  # noqa: BLE001
+            return None
+
+    cards = []
+    for r in rows:
+        in_rels = []
+        for i, src in enumerate(r.get("inputs") or []):
+            rel = _copy(src, f"{r['key']}__input{i}{Path(src).suffix}")
+            if rel:
+                in_rels.append(rel)
+        out_rel = _copy(r.get("output"), f"{r['key']}__output{Path(r['output']).suffix}") if r.get("output") else None
+        r["input_files"] = in_rels
+        r["output_file"] = out_rel
+
+        color = {"PASS": "#3fb950", "FAIL": "#f85149", "ERROR": "#f85149", "SKIP": "#8b95a5"}.get(r["status"], "#e6e9ef")
+        in_html = "".join(f"<div>{_media_tag(x)}<div class=cap>{html.escape(x)}</div></div>" for x in in_rels) or "<div class=mut>— none —</div>"
+        out_html = _media_tag(out_rel) if out_rel else f"<div class=mut>{html.escape(str(r.get('output') or 'no output'))}</div>"
+        m = r.get("media") or {}
+        meta_bits = []
+        if r.get("peak_mib"):
+            meta_bits.append(f"peak {r['peak_mib']} MiB")
+        if r.get("fit"):
+            meta_bits.append(r["fit"])
+        if r.get("headroom_pct"):
+            meta_bits.append(f"{r['headroom_pct']:.0f}% VRAM")
+        if m.get("width"):
+            meta_bits.append(f"{m['width']}×{m['height']}")
+        if m.get("fps"):
+            meta_bits.append(f"{m['fps']}fps")
+        if m.get("duration"):
+            meta_bits.append(f"{m['duration']:.1f}s")
+        if r.get("realtime"):
+            meta_bits.append(f"{r['realtime']}× realtime")
+        if m.get("size"):
+            meta_bits.append(f"{m['size'] / 1048576:.1f} MB")
+        if m.get("bit_rate"):
+            meta_bits.append(f"{m['bit_rate'] / 1e6:.1f} Mbps")
+        if r.get("energy_wh"):
+            meta_bits.append(f"{r['energy_wh']} Wh")
+        if m.get("has_audio"):
+            meta_bits.append("audio")
+        meta_html = f"<div class=meta>{html.escape(' · '.join(meta_bits))}</div>" if meta_bits else ""
+        cards.append(f"""
+    <section>
+      <h2>{html.escape(r['key'])} <span style="color:{color}">[{r['status']}]</span>
+          <span class=mut>{html.escape(r['title'])} · {r['wall_s']}s</span></h2>
+      {meta_html}
+      <div class=cols>
+        <div><h3>input</h3><div class=row>{in_html}</div></div>
+        <div><h3>output</h3>{out_html}</div>
+      </div>
+      <div class=detail>{html.escape(r.get('detail') or '')}</div>
+    </section>""")
+
+    doc = f"""<!doctype html><meta charset=utf-8><title>Sanity results {ts}</title>
+<style>
+ body{{font:14px system-ui,sans-serif;background:#0f1216;color:#e6e9ef;margin:0;padding:16px}}
+ h1{{font-size:16px}} h2{{font-size:14px;margin:0 0 8px}} h3{{font-size:12px;color:#8b95a5;margin:0 0 4px}}
+ section{{border:1px solid #2a313b;border-radius:8px;padding:12px;margin:12px 0;background:#171b21}}
+ .cols{{display:flex;gap:24px;flex-wrap:wrap}} .row{{display:flex;gap:12px;flex-wrap:wrap}}
+ .cap{{font-size:11px;color:#8b95a5;max-width:360px;word-break:break-all}}
+ .meta{{font-size:12px;color:#8b95a5;margin:0 0 10px}}
+ .mut{{color:#8b95a5}} .detail{{font-size:12px;color:#8b95a5;margin-top:8px;word-break:break-word}}
+ video,img{{border:1px solid #2a313b;border-radius:6px;background:#000}}
+</style>
+<h1>Sanity results — {ts}</h1>
+{''.join(cards)}
+"""
+    (run_dir / "index.html").write_text(doc, encoding="utf-8")
+    with open(run_dir / "results.json", "w") as f:
+        json.dump(rows, f, indent=2)
+    return run_dir
+
+
+def main() -> int:
+    """Returns a process exit code: 0 = all ran scenarios PASS, 1 = any FAIL/ERROR."""
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--only", nargs="*", help="specific scenario keys")
+    ap.add_argument("--tags", nargs="*", help="run scenarios matching any tag")
+    ap.add_argument("--include-unwired", action="store_true")
+    ap.add_argument("--fast", action="store_true",
+                    help="cheapest valid knobs (540p/5s) — quick 'does each path run' surface check")
+    args = ap.parse_args()
+
+    perf_config.wait_for_backend()
+
+    if args.only:
+        pool = [scn.SCENARIOS[k] for k in args.only if k in scn.SCENARIOS]
+    elif args.tags:
+        pool = [s for s in scn.all_scenarios() if set(s.tags) & set(args.tags)]
+    elif args.include_unwired:
+        pool = scn.all_scenarios()
+    else:
+        pool = scn.ready()
+
+    ts = time.strftime("%Y%m%d_%H%M%S")
+    rows: list[dict] = []
+    for s in pool:
+        if s.needs_wiring and not args.include_unwired and not args.only:
+            rows.append({"key": s.key, "title": s.title, "status": "SKIP",
+                         "wall_s": 0.0, "detail": "needs_wiring", "output": None, "inputs": s.input_paths()})
+            print(f"[sanity] SKIP  {s.key:<18} (needs wiring)")
+            continue
+        missing = s.unavailable()
+        if missing:
+            detail = "needs download (open the app → LoRA / IC-LoRA library): " + ", ".join(missing)
+            rows.append({"key": s.key, "title": s.title, "status": "SKIP", "wall_s": 0.0,
+                         "detail": detail, "output": None, "inputs": s.input_paths()})
+            print(f"[sanity] SKIP  {s.key:<18} ({detail})")
+            continue
+        print(f"[sanity] run   {s.key:<18} ...", flush=True)
+        row = run_one(s, fast=args.fast)
+        rows.append(row)
+        print(f"[sanity] {row['status']:<5} {s.key:<18} {row['wall_s']:>6.1f}s  out={row['output']}  {row['detail']}")
+
+    run_dir = collect_results(rows, ts)
+
+    npass = sum(r["status"] == "PASS" for r in rows)
+    nfail = sum(r["status"] in ("FAIL", "ERROR") for r in rows)
+    nskip = sum(r["status"] == "SKIP" for r in rows)
+    print("\n===== SANITY SUMMARY =====")
+    print(f"pass={npass}  fail/err={nfail}  skip={nskip}")
+    peaks = [r["peak_mib"] for r in rows if r.get("peak_mib")]
+    if peaks:
+        worst = max(peaks)
+        print(f"peak VRAM (max over scenarios): {worst} MiB -> {perf_config.vram_fit(worst)}")
+    rts = [r["realtime"] for r in rows if r.get("realtime")]
+    if rts:
+        print(f"throughput (median): {statistics.median(rts):.2f}x realtime")
+    print(f"results + input/output videos: {run_dir}")
+    print(f"open: {run_dir / 'index.html'}")
+    print("VERDICT:", "PASS" if nfail == 0 else f"FAIL ({nfail} scenario(s))")
+    return 0 if nfail == 0 else 1
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/backend/performance_runner/scenarios.py b/backend/performance_runner/scenarios.py
new file mode 100644
index 000000000..03ad1f9ec
--- /dev/null
+++ b/backend/performance_runner/scenarios.py
@@ -0,0 +1,253 @@
+"""Scenario registry — one entry per Desktop feature.
+
+This is the "cover all functionalities" seam. A *scenario* is a named generation
+config plus optional post-run checks: for the default video route it's payload
+overrides merged onto ``perf_config.GEN_PAYLOAD_TEMPLATE``; for other routes
+(``route=...``) the overrides ARE the full request body. Adding coverage for a
+new feature = add one entry here; the sanity sweep and the dashboard pick it up.
+
+Scenarios are wired end-to-end. If one is ever added as a scaffold
+(``needs_wiring=True``) because its endpoint isn't taught to the harness yet, it's
+skipped by the default sweep and only attempted with ``--only`` / ``--include-unwired``.
+"""
+
+from __future__ import annotations
+
+import os
+from dataclasses import dataclass, field
+from typing import Any, Callable
+
+# Bundled fixtures (backend/perf/test_assets) so the modality scenarios are
+# runnable without hand-supplying media. Absolute paths so they resolve regardless
+# of backend cwd.
+_ASSETS = os.path.join(os.path.dirname(os.path.abspath(__file__)), "test_assets")
+IMAGE_ASSET = os.path.join(_ASSETS, "reference_image.png")   # fox & panda cartoon, 540p (i2v/ia2v)
+AUDIO_ASSET = os.path.join(_ASSETS, "reference_audio.wav")   # ~5s speech, STEREO 44.1kHz (a2v needs 2ch)
+VIDEO_ASSET = os.path.join(_ASSETS, "reference_video.mp4")   # 540p/5s cozy felt duck, day setting (video-input)
+
+# Non-catalog weights the canny/depth control path needs, RELATIVE to the backend's
+# models_dir. These are NOT in lora_catalog.json (they're shared control checkpoints, not
+# selectable catalog items), so their presence is checked on disk rather than via the
+# catalog listing. Catalog LoRAs / IC-LoRAs are referenced by *id* instead (see below) and
+# resolved — filename, ref, and downloaded status — from the app's /api/loras + /api/ic-loras
+# (SSOT). The sweep SKIPS a scenario whose required weights aren't downloaded.
+CP_UNION_CONTROL = "ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors"   # canny + depth
+CP_DEPTH_PROCESSOR = "dpt-hybrid-midas"                                     # depth only (folder)
+
+
+@dataclass
+class Scenario:
+    key: str
+    title: str
+    overrides: dict[str, Any]
+    # post-run checks: fn(output_path|None) -> (ok: bool, detail: str)
+    checks: list[Callable[[str | None], tuple[bool, str]]] = field(default_factory=list)
+    needs_wiring: bool = False
+    tags: list[str] = field(default_factory=list)
+    # POST target. None -> the default video route (/api/generate) with the payload
+    # merged onto GEN_PAYLOAD_TEMPLATE. When set, `overrides` IS the full request body
+    # posted to `route` (generate-image, extend, retake, ic-lora/generate).
+    route: str | None = None
+    # Catalog ids this scenario needs (SSOT: resolved via /api/loras & /api/ic-loras).
+    # For a plain-LoRA t2v scenario, required_loras ARE the LoRAs applied — their `ref` is
+    # built from the catalog at run time (see build_overrides). The sweep skips a scenario
+    # whose catalog weights aren't downloaded, pointing the user at the app's library.
+    required_loras: list[str] = field(default_factory=list)
+    required_ic_loras: list[str] = field(default_factory=list)
+    # Non-catalog weights (relative to models_dir) checked on disk (union-control, depth).
+    required_files: list[str] = field(default_factory=list)
+
+    def input_paths(self) -> list[str]:
+        """On-disk input assets referenced by this scenario (for the results viewer)."""
+        keys = ("imagePath", "audioPath", "video_path", "input_path", "source_video", "control_video_path")
+        out = []
+        for k in keys:
+            v = self.overrides.get(k)
+            if isinstance(v, str) and os.path.exists(v):
+                out.append(v)
+        return out
+
+    def build_overrides(self, base: dict[str, Any]) -> dict[str, Any]:
+        """Resolve required_loras (catalog ids) into the default-route `loras` payload
+        (``[{"ref": "loras/<id>/<file>", "scale": ...}]``). No-op for non-default routes or
+        scenarios without plain LoRAs. Import is local to avoid a cycle at module load."""
+        if not self.required_loras or self.route is not None:
+            return base
+        import catalog
+        refs = [{"ref": catalog.lora_ref(cid), "scale": 1.0} for cid in self.required_loras]
+        refs = [r for r in refs if r["ref"]]
+        return {**base, "loras": refs} if refs else base
+
+    def unavailable(self) -> list[str]:
+        """Display names of required weights that are NOT present (empty = ready to run).
+
+        Catalog LoRAs / IC-LoRAs resolve via the app's library listing (SSOT: /api/loras +
+        /api/ic-loras report `downloaded`); non-catalog control weights (union-control, depth
+        processor) are checked on disk. Backend/models_dir unreachable -> [] (let it run and
+        surface the real error). Single source for both the CLI sweep and the dashboard."""
+        import catalog
+        import perf_config
+        missing = list(catalog.unavailable(self.required_loras, self.required_ic_loras))
+        if self.required_files:
+            base = perf_config.models_dir()
+            if base is not None:
+                missing += [rel for rel in self.required_files if not (base / rel).exists()]
+        return missing
+
+
+# ---- reusable checks -------------------------------------------------------- #
+def output_exists(path: str | None) -> tuple[bool, str]:
+    if not path:
+        return False, "no output path returned"
+    ok = os.path.exists(path)
+    return ok, f"{'found' if ok else 'MISSING'}: {path}"
+
+
+def output_nonempty(path: str | None) -> tuple[bool, str]:
+    if not path or not os.path.exists(path):
+        return False, "no file"
+    sz = os.path.getsize(path)
+    return sz > 1024, f"{sz} bytes"
+
+
+DEFAULT_CHECKS = [output_exists, output_nonempty]
+
+
+# ---- feature scenarios (seeded from Desktop's surface) ---------------------- #
+# Resolution/duration corners on the fast/distilled two-stage path (already
+# validated manually — good smoke baseline).
+# WIRED to GenerateVideoRequest (api_types.py): resolution/duration/fps are
+# Literals; the backend derives pixel dims from resolution + aspectRatio, so we
+# never pass width/height/num_frames.
+_RES = [
+    ("t2v_540p_20s", "T2V 540p / 20s (16:9)", {"resolution": "540p", "duration": 20, "fps": 24}),
+    ("t2v_720p_10s", "T2V 720p / 10s (16:9)", {"resolution": "720p", "duration": 10, "fps": 24}),
+    ("t2v_1080p_5s", "T2V 1080p / 5s (16:9)", {"resolution": "1080p", "duration": 5, "fps": 24}),
+    ("t2v_720p_9x16", "T2V 720p / 5s (9:16 vertical)",
+     {"resolution": "720p", "duration": 5, "fps": 24, "aspectRatio": "9:16"}),
+]
+
+SCENARIOS: dict[str, Scenario] = {}
+
+
+def _add(s: Scenario) -> None:
+    SCENARIOS[s.key] = s
+
+
+for key, title, ov in _RES:
+    _add(Scenario(key, title, {"prompt": "a calm ocean at sunset", "seed": 42, **ov},
+                  checks=DEFAULT_CHECKS, tags=["t2v", "resolution"]))
+
+# Modalities — same /api/generate route, using the bundled test_assets fixtures.
+# Ready to run (needs_wiring=False): imagePath/audioPath point at real files.
+_add(Scenario("i2v", "Image-to-Video",
+              {"prompt": "gentle zoom", "seed": 42, "imagePath": IMAGE_ASSET},
+              checks=DEFAULT_CHECKS, tags=["i2v", "modality"]))
+_add(Scenario("a2v", "Audio-to-Video (dad-joke speech, ~5s)",
+              {"prompt": "a cartoon character telling a joke, talking to camera", "seed": 42,
+               "audio": True, "audioPath": AUDIO_ASSET, "duration": 6},
+              checks=DEFAULT_CHECKS, tags=["a2v", "modality", "speech"]))
+_add(Scenario("ia2v", "Image+Audio-to-Video (fox & panda + speech, ~5s)",
+              {"prompt": "two cartoon animals chatting at a cafe table, one telling a joke", "seed": 42,
+               "audio": True, "imagePath": IMAGE_ASSET, "audioPath": AUDIO_ASSET, "duration": 6},
+              checks=DEFAULT_CHECKS, tags=["ia2v", "modality", "speech"]))
+
+# Plain (style) LoRAs on the default t2v route. Reference catalog ids in required_loras;
+# the loras=[{ref, scale}] payload is built from the catalog at run time (build_overrides)
+# and the scenario is skipped unless the id is downloaded (checked via the app's library).
+# One single LoRA and one two-LoRA stack, to exercise the single- and multi-adapter paths.
+_add(Scenario("lora_cozy_felt", "LoRA: Cozy Felt style (t2v)",
+              {"prompt": "a cozy felt-style red fox trotting through a sunlit autumn forest, "
+                         "handmade wool texture, soft warm lighting, shallow depth of field",
+               "seed": 42},
+              checks=DEFAULT_CHECKS, tags=["lora", "t2v"],
+              required_loras=["cozy-felt-style"]))
+_add(Scenario("lora_cozy_felt_openwheel", "LoRA combo: Cozy Felt + Openwheel T-Cam (t2v)",
+              {"prompt": "a cozy felt-style race car speeding around a circuit, onboard T-cam "
+                         "cockpit view looking ahead down the track, handmade wool texture, motion blur",
+               "seed": 42},
+              checks=DEFAULT_CHECKS, tags=["lora", "t2v", "combo"],
+              required_loras=["cozy-felt-style", "openwheel-tcam-style"]))
+
+# IC-LoRA — the streaming stage_2 path exercises the patch's NON-CACHEABLE bypass.
+# Scoped to what the app actually supports today:
+#   - canny / depth: production control IC-LoRAs (api_types.ConditioningType).
+#     Route: POST /api/extract-conditioning then POST /api/generate (ic_lora.py,
+#     IcLoraGenerateRequest, conditioning_type=canny|depth).
+#   - day-to-night: one transformation IC-LoRA (catalog id "day-to-night").
+# Still needs_wiring: separate route + a source clip, not a plain payload override.
+# Text-to-image (zit image model). Own route, no input asset.
+_add(Scenario("t2i", "Text-to-Image",
+              {"prompt": "a cozy felt duck in a sunlit room", "width": 1024, "height": 576,
+               "numSteps": 4, "numImages": 1},
+              route="/api/generate-image",
+              checks=DEFAULT_CHECKS, tags=["t2i", "image"]))
+
+# Extend / retake — own routes, driven by the felt-duck clip (VIDEO_ASSET).
+_add(Scenario("video_extend", "Video Extend (end, +5s)",
+              {"video_path": VIDEO_ASSET, "duration": 5.0,
+               "prompt": "the duck suddenly flaps its wings and flies up out of the frame",
+               "mode": "end"},
+              route="/api/extend",
+              checks=DEFAULT_CHECKS, tags=["extend"]))
+# Prepend note: extend(start) must END on the clip's first frame (duck already in
+# scene, mid-jump), so the generated segment is anchored to a boundary that already
+# CONTAINS the duck. An "entrance from an empty frame" is physically impossible here —
+# the model interpolates backward from the duck-present boundary and just keeps the
+# duck on screen. The prompt that works is a LEAD-IN / wind-up that flows into the
+# clip's opening (duck at rest -> crouch -> spring), not an arrival from off-screen.
+_add(Scenario("video_prepend", "Video Prepend (start, +5s)",
+              {"video_path": VIDEO_ASSET, "duration": 5.0,
+               "prompt": "the felt duck spins around in place, then crouches low and "
+                         "springs upward, beginning to jump",
+               "mode": "start"},
+              route="/api/extend",
+              checks=DEFAULT_CHECKS, tags=["extend"]))
+_add(Scenario("retake", "Retake / re-roll (2.0–5.0s)",
+              {"video_path": VIDEO_ASSET, "start_time": 2.0, "duration": 3.0,
+               "prompt": "the duck flaps hard and flies right out of the frame",
+               "mode": "replace_audio_and_video"},
+              route="/api/retake",
+              checks=DEFAULT_CHECKS, tags=["retake"]))
+
+# IC-LoRA control (canny/depth): /api/ic-lora/generate re-derives conditioning from
+# the source video internally. Requires the canny/depth IC-LoRA + depth models to be
+# DOWNLOADED on the box, else the backend returns a clean 4xx (informative).
+# canny follows sharp edges, depth follows blob masses — BOTH also condition on the
+# source's BACKGROUND, so those background regions WILL be rendered as something. The
+# fix is positive, not negative: describe the whole frame (foreground subject + a
+# concrete background) so the model fills the background contours/blobs as intended
+# scenery, instead of defaulting them to extra ducks (canny) or faces/heads (depth).
+_add(Scenario("iclora_canny", "IC-LoRA control: canny",
+              {"conditioning_type": "canny", "video_path": VIDEO_ASSET,
+               "prompt": "a glossy yellow rubber duck bouncing on a smooth wooden tabletop, "
+                         "a warm sunlit kitchen with soft blurred wooden shelves and potted plants "
+                         "in the background, cozy morning light, cinematic product shot, high detail"},
+              route="/api/ic-lora/generate",
+              checks=DEFAULT_CHECKS, tags=["iclora", "control"],
+              required_files=[CP_UNION_CONTROL]))
+_add(Scenario("iclora_depth", "IC-LoRA control: depth",
+              {"conditioning_type": "depth", "video_path": VIDEO_ASSET,
+               "prompt": "a cute green frog hopping across a mossy rock, lush green garden foliage "
+                         "and broad leaves filling the softly blurred background, gentle natural "
+                         "daylight, shallow depth of field, high detail"},
+              route="/api/ic-lora/generate",
+              checks=DEFAULT_CHECKS, tags=["iclora", "control"],
+              required_files=[CP_UNION_CONTROL, CP_DEPTH_PROCESSOR]))
+
+# IC-LoRA transformation (catalog): day-to-night. Uses input_path (not video_path);
+# requires the "day-to-night" IC-LoRA downloaded (else 409 IC_LORA_NOT_DOWNLOADED).
+_add(Scenario("iclora_day_to_night", "IC-LoRA: Day to Night",
+              {"ic_lora_id": "day-to-night", "conditioning_type": "custom",
+               "input_path": VIDEO_ASSET, "prompt": "turn day into night"},
+              route="/api/ic-lora/generate",
+              checks=DEFAULT_CHECKS, tags=["iclora", "transform"],
+              required_ic_loras=["day-to-night"]))
+
+def ready() -> list[Scenario]:
+    """Scenarios whose payloads are wired (safe to run today)."""
+    return [s for s in SCENARIOS.values() if not s.needs_wiring]
+
+
+def all_scenarios() -> list[Scenario]:
+    return list(SCENARIOS.values())
diff --git a/backend/performance_runner/soak_test.py b/backend/performance_runner/soak_test.py
new file mode 100644
index 000000000..3b5591c9b
--- /dev/null
+++ b/backend/performance_runner/soak_test.py
@@ -0,0 +1,239 @@
+#!/usr/bin/env python3
+"""Compile-on soak (the primary leak gate).
+
+Runs N generations back-to-back in one process and asserts the inter-generation
+VRAM *floor* stays flat. A rising floor = the cache's `.to("meta")` evict isn't
+actually reclaiming (compiled-module / cudagraph / lingering-reference leak).
+
+Run this with Torch Compile ON (the axis that's cumulative and untested
+single-shot). The leak gate is the VRAM floor; wall-time drift is advisory.
+
+    python soak_test.py --n 50 --label cache_on --set-cache on
+    python soak_test.py --n 50 --pair                 # cache_on + cache_off + compare
+
+`--pair` runs both halves back-to-back in one process and checks that the cache_on
+floor *tracks* the cache_off floor (so any drift is attributable to the patch, not
+the pipeline). Emits soak_<label>_<ts>.csv per half and a PASS/FAIL summary.
+"""
+
+from __future__ import annotations
+
+import argparse
+import csv
+import json
+import statistics
+import time
+
+import perf_config
+from gpu_sampler import GpuSampler
+
+
+def _slope(ys: list[float]) -> float:
+    """Least-squares slope of ys vs index (MiB or s per generation)."""
+    n = len(ys)
+    if n < 2:
+        return 0.0
+    xs = list(range(n))
+    mx, my = sum(xs) / n, sum(ys) / n
+    num = sum((x - mx) * (y - my) for x, y in zip(xs, ys))
+    den = sum((x - mx) ** 2 for x in xs)
+    return num / den if den else 0.0
+
+
+def run_soak(*, n: int, label: str, set_cache: str, settle: float, overrides: dict, ts: str
+             ) -> list[perf_config.RunResult]:
+    """Run one N-generation soak, streaming rows to soak_<label>_<ts>.csv."""
+    if set_cache != "skip":
+        perf_config.set_cache_enabled(set_cache == "on")
+
+    sampler = GpuSampler(hz=10).start()
+    rows: list[perf_config.RunResult] = []
+    # Incremental CSV (header up front, flush per gen): a stopped run keeps its data
+    # and the dashboard chart updates live.
+    csv_path = perf_config.RUNS_DIR / f"soak_{label}_{ts}.csv"
+    csv_file = open(csv_path, "w", newline="")
+    writer = csv.writer(csv_file)
+    writer.writerow(["gen", "wall_s", "peak_mib", "floor_mib", "ram_floor_mib",
+                     "temp_c", "clock_mhz", "power_w"])
+    csv_file.flush()
+
+    print(f"[soak] label={label} n={n} cache={set_cache} baseline_vram={sampler.current()} MiB")
+    print(f"[soak] {label}: csv -> {csv_path}")   # up front so the dashboard can chart THIS run live
+    print(f"[soak] request: POST {perf_config.GENERATE_PATH} "
+          f"{json.dumps({**perf_config.GEN_PAYLOAD_TEMPLATE, **overrides})}")
+    try:
+        for i in range(n):
+            sampler.mark(f"g{i}_start")
+            t0 = time.time()
+            out = perf_config.trigger_generation(overrides)
+            wall = time.time() - t0
+            sampler.mark(f"g{i}_end")
+            time.sleep(settle)  # let post-gen teardown settle before reading floor
+            sampler.mark(f"g{i}_settled")
+
+            peak = sampler.window_peak(since=f"g{i}_start", until=f"g{i}_end")
+            floor = sampler.window_floor(since=f"g{i}_end", until=f"g{i}_settled")
+            ram_floor = sampler.window_ram_floor(since=f"g{i}_end", until=f"g{i}_settled")
+            temp = sampler.window_temp_max(since=f"g{i}_start", until=f"g{i}_end")
+            clock = sampler.window_clock_mean(since=f"g{i}_start", until=f"g{i}_end")
+            power = sampler.window_power_mean(since=f"g{i}_start", until=f"g{i}_end")
+            r = perf_config.RunResult(label, i, wall, peak, floor, out, ram_floor, temp, clock, power)
+            rows.append(r)
+            fmt = lambda x: "" if x is None else f"{x:.0f}"  # noqa: E731
+            writer.writerow([r.gen_index, f"{r.wall_s:.2f}", r.peak_mib, r.floor_mib,
+                             fmt(ram_floor), fmt(temp), fmt(clock), fmt(power)])
+            csv_file.flush()
+            ram_str = "n/a" if ram_floor is None else f"{ram_floor:>7.0f} MiB"
+            therm = "" if temp is None else f"  temp={temp:.0f}°C clock={clock:.0f}MHz"
+            print(f"[soak] gen {i:>3}  wall={wall:7.1f}s  peak={peak:>6} MiB  floor={floor:>6} MiB  ram_floor={ram_str}{therm}")
+    finally:
+        sampler.stop()
+        csv_file.close()
+    print(f"[soak] {label}: csv -> {csv_path}")
+    return rows
+
+
+def summarize(rows: list[perf_config.RunResult], slope_ceiling: float, wall_drift: float,
+              video_s: float = 0.0) -> dict:
+    """Warm-window slopes + pass flags for a soak's rows (gen 0 excluded as cold-start)."""
+    floors = [float(r.floor_mib) for r in rows]
+    walls = [r.wall_s for r in rows]
+    peaks = [r.peak_mib for r in rows]
+    ram_floors = [float(r.ram_floor_mib) for r in rows if r.ram_floor_mib is not None]
+    warm_floors = floors[1:] if len(floors) > 2 else floors
+    warm_walls = walls[1:] if len(walls) > 2 else walls
+    warm_ram = ram_floors[1:] if len(ram_floors) > 2 else ram_floors
+    slope_warm = _slope(warm_floors)
+    wall_slope = _slope(warm_walls)
+    wall_median = statistics.median(walls) if walls else 0.0
+    wall_slope_frac = (wall_slope / wall_median) if wall_median else 0.0
+    ram_slope = _slope(warm_ram) if warm_ram else 0.0
+
+    # Thermal / throttle: clock trending DOWN while the GPU is hot = throttling (a wall-time
+    # drift that isn't a leak). Energy: mean power x wall, summed. Throughput: seconds of
+    # video produced per second of wall time.
+    warm_rows = rows[1:] if len(rows) > 2 else rows
+    temps = [r.temp_c for r in rows if r.temp_c is not None]
+    warm_clocks = [r.clock_mhz for r in warm_rows if r.clock_mhz is not None]
+    clock_slope = _slope(warm_clocks) if len(warm_clocks) > 1 else 0.0
+    temp_max = max(temps) if temps else None
+    throttle = clock_slope < -5.0 and temp_max is not None and temp_max >= 80.0
+    energy_wh = sum((r.power_w or 0.0) * r.wall_s for r in rows) / 3600.0
+    peak_max = max(peaks) if peaks else 0
+    total_mib = perf_config.gpu_total_mib()
+    return {
+        "floors": floors, "walls": walls, "peaks": peaks, "ram_floors": ram_floors,
+        "slope_warm": slope_warm, "wall_slope": wall_slope, "ram_slope": ram_slope,
+        "wall_slope_frac": wall_slope_frac, "wall_median": wall_median,
+        "floor_ok": slope_warm <= slope_ceiling,
+        "wall_ok": wall_slope_frac <= wall_drift,
+        "ram_ok": ram_slope <= slope_ceiling,       # same MiB/gen ceiling, advisory only
+        "temp_max": temp_max, "clock_slope": clock_slope, "throttle": throttle,
+        "energy_wh": energy_wh, "video_s": video_s,
+        "realtime": (video_s / wall_median) if (video_s and wall_median) else None,
+        "peak_max": peak_max, "total_mib": total_mib,
+        "headroom_pct": (100.0 * peak_max / total_mib) if (peak_max and total_mib) else None,
+    }
+
+
+def print_summary(label: str, s: dict, slope_ceiling: float, wall_drift: float) -> None:
+    print(f"\n===== SOAK SUMMARY [{label}] =====")
+    print(f"floor first/last   : {s['floors'][0]:.0f} -> {s['floors'][-1]:.0f} MiB")
+    print(f"floor slope (warm) : {s['slope_warm']:+.2f} MiB/gen   (ceiling {slope_ceiling})   -> {'ok' if s['floor_ok'] else 'LEAK'}")
+    print(f"wall first/last    : {s['walls'][0]:.1f} -> {s['walls'][-1]:.1f} s")
+    print(f"wall slope (warm)  : {s['wall_slope']:+.3f} s/gen  ({s['wall_slope_frac']*100:+.2f}%/gen, advisory {wall_drift*100:.2f}%)   -> {'ok' if s['wall_ok'] else 'DRIFT'}")
+    headroom = f"  ({s['headroom_pct']:.0f}% of {s['total_mib']} MiB)" if s.get("headroom_pct") else ""
+    print(f"peak max           : {s['peak_max']} MiB   -> {perf_config.vram_fit(s['peak_max'])}{headroom}")
+    if s["ram_floors"]:
+        print(f"host RAM floor     : {s['ram_floors'][0]:.0f} -> {s['ram_floors'][-1]:.0f} MiB   "
+              f"(slope {s['ram_slope']:+.2f} MiB/gen)   -> {'ok' if s['ram_ok'] else 'SPILL?'}")
+    if s.get("realtime"):
+        print(f"throughput         : {s['realtime']:.2f}x realtime ({s['video_s']:.0f}s video / {s['wall_median']:.1f}s wall median)")
+    if s["temp_max"] is not None:
+        print(f"GPU temp / clock   : max {s['temp_max']:.0f}°C · clock slope {s['clock_slope']:+.1f} MHz/gen   -> {'THROTTLING?' if s['throttle'] else 'ok'}")
+    if s["energy_wh"]:
+        per_gen_mwh = s["energy_wh"] / max(len(s["walls"]), 1) * 1000
+        print(f"energy             : ~{s['energy_wh']:.1f} Wh total  (~{per_gen_mwh:.0f} mWh/gen)")
+    print(f"wall median        : {s['wall_median']:.1f}s")
+    # The leak gate is the VRAM FLOOR. Wall-time drift is advisory: on a contended box
+    # it inflates with no leak, and can't be told from a real spill by wall time alone.
+    if not s["wall_ok"]:
+        print("ADVISORY           : wall-time drifting while the floor is",
+              "flat" if s["floor_ok"] else "also rising", "— re-run on an IDLE box")
+        print("                     (no other GPU users); if it persists, suspect a spill.")
+    if s["ram_floors"] and not s["ram_ok"]:
+        print("ADVISORY           : host-RAM floor rising across gens — possible leak/spill into")
+        print("                     system RAM (affects the whole machine, not just VRAM).")
+
+
+def main() -> int:
+    """Returns a process exit code: 0 = PASS (floor flat / tracks control), 1 = FAIL."""
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--n", type=int, default=50, help="number of generations")
+    ap.add_argument("--label", default="run")
+    ap.add_argument("--pair", action="store_true", help="run cache_on + cache_off and compare")
+    ap.add_argument("--settle", type=float, default=4.0, help="settle seconds after each gen")
+    ap.add_argument("--set-cache", choices=["on", "off", "skip"], default="skip",
+                    help="set the patch toggle before a single run ('skip' leaves it as-is)")
+    ap.add_argument("--slope-ceiling-mib", type=float, default=50.0, help="max floor slope MiB/gen")
+    ap.add_argument("--wall-drift-frac", type=float, default=0.005, help="advisory wall-drift ceiling")
+    ap.add_argument("--track-margin-mib", type=float, default=30.0,
+                    help="--pair: max MiB/gen the cache_on floor may drift ABOVE cache_off")
+    ap.add_argument("--no-idle-check", action="store_true", help="skip the pre-run GPU-idle check")
+    ap.add_argument("--overrides", default="{}", help="JSON overrides for the gen payload")
+    args = ap.parse_args()
+
+    overrides = json.loads(args.overrides)
+    video_s = float({**perf_config.GEN_PAYLOAD_TEMPLATE, **overrides}.get("duration", 0) or 0)
+    perf_config.wait_for_backend()
+
+    if not args.no_idle_check:
+        busy, util = perf_config.gpu_busy()
+        if busy:
+            print(f"[soak] WARNING: GPU already ~{util:.0f}% busy — another process is using it.")
+            print("[soak]          Wall-time will be contaminated; close other GPU apps for a clean run.\n")
+
+    ts = time.strftime("%Y%m%d_%H%M%S")
+
+    if args.pair:
+        on = summarize(run_soak(n=args.n, label="cache_on", set_cache="on", settle=args.settle,
+                                overrides=overrides, ts=ts), args.slope_ceiling_mib, args.wall_drift_frac, video_s)
+        off = summarize(run_soak(n=args.n, label="cache_off", set_cache="off", settle=args.settle,
+                                 overrides=overrides, ts=ts), args.slope_ceiling_mib, args.wall_drift_frac, video_s)
+        print_summary("cache_on", on, args.slope_ceiling_mib, args.wall_drift_frac)
+        print_summary("cache_off", off, args.slope_ceiling_mib, args.wall_drift_frac)
+
+        diff = on["slope_warm"] - off["slope_warm"]
+        tracks = diff <= args.track_margin_mib
+        print("\n===== PAIR COMPARISON =====")
+        print(f"cache_on  warm floor slope : {on['slope_warm']:+.2f} MiB/gen")
+        print(f"cache_off warm floor slope : {off['slope_warm']:+.2f} MiB/gen")
+        print(f"on - off                   : {diff:+.2f} MiB/gen   (track margin {args.track_margin_mib})")
+        if not on["floor_ok"]:
+            verdict = "FAIL (cache_on floor rising beyond ceiling -> leak)"
+        elif not tracks:
+            verdict = f"FAIL (cache_on drifts +{diff:.0f} MiB/gen above cache_off -> patch adds memory growth)"
+        elif not off["floor_ok"]:
+            verdict = "PASS (cache_on ok; cache_off also drifts -> environmental, not the patch)"
+        else:
+            verdict = "PASS (cache_on floor tracks cache_off -> no patch-induced leak)"
+        print(f"VERDICT                    : {verdict}")
+        return 0 if verdict.startswith("PASS") else 1
+
+    rows = run_soak(n=args.n, label=args.label, set_cache=args.set_cache, settle=args.settle,
+                    overrides=overrides, ts=ts)
+    if not rows:
+        print("[soak] no generations completed — nothing to summarize")
+        return 1
+    s = summarize(rows, args.slope_ceiling_mib, args.wall_drift_frac, video_s)
+    print_summary(args.label, s, args.slope_ceiling_mib, args.wall_drift_frac)
+    if s["floor_ok"]:
+        verdict = "PASS (floor flat -> no leak)" + ("" if s["wall_ok"] else "  [wall-drift advisory, see above]")
+    else:
+        verdict = "FAIL (rising VRAM floor -> evict not reclaiming)"
+    print(f"VERDICT            : {verdict}")
+    return 0 if s["floor_ok"] else 1
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/backend/performance_runner/test_assets/reference_audio.wav b/backend/performance_runner/test_assets/reference_audio.wav
new file mode 100644
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diff --git a/backend/performance_runner/test_assets/reference_video.mp4 b/backend/performance_runner/test_assets/reference_video.mp4
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diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index edd72f04c..e73a43142 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -5,10 +5,16 @@ description = "LTX-2 Video Generation Backend"
 requires-python = ">=3.12"
 dependencies = [
     "pillow>=10.3.0",
-    "torch>=2.3.0",
+    # macOS caps at <2.12: ltx-core imports torchaudio (audio VAE), torchaudio tops out at
+    # 2.11.0 with empty torch metadata, so an uncapped torch resolves to 2.12.1 and the
+    # torchaudio 2.11.0 ABI mismatch crashes `import torchaudio` on Apple Silicon. Pinning
+    # torch to 2.11.x keeps torch+torchaudio in lockstep. win/linux use the cu128 index below.
+    "torch>=2.3.0; sys_platform != 'darwin'",
+    "torch>=2.3.0,<2.12; sys_platform == 'darwin'",
     "huggingface-hub>=0.23.0",
     "tqdm>=4.66.0",
     "pynvml>=11.5.0; sys_platform != 'darwin'",
+    "psutil>=5.9.0",
     "pydantic>=2.7.0",
     # LTX-2 inference dependencies
     "ltx-core",
@@ -22,6 +28,11 @@ dependencies = [
     "transformers>=4.52,<5",
     "sentencepiece>=0.1.99",
     "sageattention>=1.0.0; sys_platform != 'darwin'",
+    # ninja is required (on PATH) for torch to JIT-build mps-sdpa's zero-copy
+    # `mpsgraph_zc` attention backend on Apple Silicon. Without it, mps-sdpa
+    # silently falls back to the pyobjc `mpsgraph` backend, which leaks Metal
+    # memory per attention call and OOMs longer generations. macOS-only.
+    "ninja>=1.11; sys_platform == 'darwin'",
     "opencv-python-headless>=4.8.0",
     "fastapi>=0.115.0",
     "uvicorn[standard]>=0.30.0",
@@ -40,9 +51,14 @@ torch = [
     { index = "pytorch-cu128", marker = "sys_platform == 'win32' or sys_platform == 'linux'" },
 ]
 torchaudio = { index = "pytorch-cu128" }
+# PyPI's sageattention caps at 1.0.6 (Nov 2024, predates Blackwell/RTX 50xx support) and
+# can't host per-torch/CUDA wheel variants anyway. woct0rdho's Windows fork ships prebuilt
+# 2.2.0 wheels with bundled sm120 kernels for CUDA>=12.8 — matches our torch2.10.0+cu128 pin.
+# Linux keeps resolving sageattention from PyPI (no reported Blackwell crashes there yet).
+sageattention = { url = "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post5/sageattention-2.2.0+cu128torch2.10.0andhigher.post5-cp310-abi3-win_amd64.whl", marker = "sys_platform == 'win32'" }
 diffusers = { git = "https://github.com/huggingface/diffusers.git", rev = "01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c" }
-ltx-core = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-core", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
-ltx-pipelines = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-pipelines", rev = "a2c3f24078eb918171967f74b6f66b756b29ee45" }
+ltx-core = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-core", rev = "9377758131b1ffde4b7f766804590a6617bf2ab9" }
+ltx-pipelines = { git = "https://github.com/Lightricks/LTX-2.git", subdirectory = "packages/ltx-pipelines", rev = "9377758131b1ffde4b7f766804590a6617bf2ab9" }
 
 [project.optional-dependencies]
 test = ["pytest>=8.0", "requests>=2.31", "httpx>=0.27"]
diff --git a/backend/pyrightconfig.json b/backend/pyrightconfig.json
index a98adc23c..35c4323d7 100644
--- a/backend/pyrightconfig.json
+++ b/backend/pyrightconfig.json
@@ -12,6 +12,7 @@
     "dist",
     "tmp",
     "scripts",
+    "performance_runner",
     "profile_results",
     "services/patches"
   ],
diff --git a/backend/runtime_config/lora_catalog.json b/backend/runtime_config/lora_catalog.json
new file mode 100644
index 000000000..d9b76de89
--- /dev/null
+++ b/backend/runtime_config/lora_catalog.json
@@ -0,0 +1,1526 @@
+{
+  "schema_version": 1,
+  "loras": [
+    {
+      "id": "fpv-motion",
+      "name": "FPV Motion",
+      "description": "Smoother FPV drone-style camera motion \u2014 steady, low-speed flying moves through the scene.",
+      "download": {
+        "repo_id": "chsengni/ltx2.3-fpv-motion",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx2.3_fpv_motion.safetensors",
+            "size_bytes": 308666208
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "chsengni",
+        "url": "https://huggingface.co/chsengni",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Apache-2.0",
+        "url": "https://huggingface.co/chsengni/ltx2.3-fpv-motion"
+      },
+      "base_model": "LTX-2.3",
+      "created_at": "2026-06-08",
+      "tags": [
+        "motion"
+      ],
+      "recommended_strength": 1.0,
+      "media": {
+        "demo_video": "fpv_motion_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Adds smoother FPV (first-person-view) drone-style camera motion \u2014 steady, low-speed flying moves through the scene."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No trigger word \u2014 describe an FPV / drone shot.",
+            "Example: a smooth low-speed FPV drone flight gliding through a forest canyon at golden hour."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ]
+    },
+    {
+      "id": "crt-animation-terminal",
+      "name": "CRT / Retro Terminal",
+      "description": "Late-80s / early-90s CRT-monitor look \u2014 scanlines, phosphor glow, chromatic aberration, signal noise.",
+      "download": {
+        "repo_id": "lovis93/crt-animation-terminal-ltx-2.3-lora",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "crtanim_10000.safetensors",
+            "size_bytes": 428150680
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "lovis93",
+        "url": "https://huggingface.co/lovis93",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Apache-2.0",
+        "url": "https://huggingface.co/lovis93/crt-animation-terminal-ltx-2.3-lora"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "crtanim,",
+      "recommended_strength": 1.0,
+      "media": {
+        "demo_video": "crt_animation_terminal_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Locks generations into a real late-80s / early-90s CRT-monitor look \u2014 scanlines, phosphor glow, chromatic aberration, barrel curvature, dithering, signal noise and choppy limited-frame motion."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word crtanim, as the first token of every prompt.",
+            "Example: crtanim, a retro terminal booting up with green phosphor text, scanlines and signal noise."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Recommended checkpoint is the 10k-step file (cleaner text, sharper structure). LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ]
+    },
+    {
+      "id": "openwheel-tcam-style",
+      "name": "Open-Wheel Motorsport T-Cam",
+      "description": "Onboard T-cam / cockpit-cam open-wheel motorsport look \u2014 halo-structure POV of V6-hybrid-era F1-style race cars on track.",
+      "download": {
+        "repo_id": "mxturbo/Openwheel-motorsports-Cockpit-T-Cam-LTX2.3",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "openwheel-t-cam-ltx2.3_000000500.safetensors",
+            "size_bytes": 1348027408
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "mxturbo",
+        "url": "https://huggingface.co/mxturbo",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Apache-2.0",
+        "url": "https://huggingface.co/mxturbo/Openwheel-motorsports-Cockpit-T-Cam-LTX2.3"
+      },
+      "base_model": "LTX-2.3",
+      "created_at": "2026-05-28",
+      "tags": [
+        "style"
+      ],
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders onboard T-cam / cockpit-cam open-wheel motorsport shots \u2014 the halo-structure POV of V6-hybrid-era F1-style cars on track, with sponsor liveries, curbs, and wet-weather racing."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No single trigger word \u2014 use the onboard phrasing from the model card. '16LV6HybridF1' names the car type.",
+            "Example: T-cam onboard view looking over the silver and cyan central halo structure of a red 16LV6HybridF1 car on a wet track, accelerating down a straight past sponsor bridges."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Trained on T-cam/cockpit footage of current open-wheel categories. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "openwheel_tcam_style_demo.mp4"
+      }
+    },
+    {
+      "id": "fantasy-anime-style",
+      "name": "Cinematic Fantasy Anime",
+      "description": "Cel-shaded high-fantasy anime illustration look \u2014 grounded fantasy worlds and characters in a cinematic anime style.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Fantasy_Anime_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Fantasy_Anime.safetensors",
+            "size_bytes": 352679880
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "f4nt4sy4n1m6",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes as a cinematic, cel-shaded high-fantasy anime illustration \u2014 grounded fantasy worlds, characters, and creatures with consistent anime styling (no IP used in training)."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word f4nt4sy4n1m6 (also try 'cinematic fantasy anime cel-shaded illustration'); works without it too.",
+            "Example: f4nt4sy4n1m6 cinematic fantasy anime cel-shaded illustration, hand-drawn linework and painted shading, high-end fantasy anime film look. A young fantasy mage with flowing silver hair and expressive determined eyes stands on a windswept cliff at dusk, wearing an intricately layered fantasy robe with glowing arcane trim. She raises one hand and summons a swirling orb of glowing blue magic, radiant particles and wisps of light spiraling around her as her hair and robe billow in the magical wind. Beside her floats a small glowing spirit creature — a delicate fox-like being made of soft light and drifting embers, its form shimmering. Behind them, an epic fantasy landscape of floating rock islands and distant spires fades into atmospheric haze under a dramatic violet-and-gold sky with two moons. Vivid magical atmosphere, cinematic fantasy lighting, expressive character animation, painterly cel-shaded finish, dramatic storytelling composition. Swelling orchestral fantasy music, the hum of magic, and wind."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "fantasy_anime_style_demo.mp4"
+      }
+    },
+    {
+      "id": "fantasy-realism-style",
+      "name": "Cinematic Fantasy Realism",
+      "description": "Grounded high-fantasy live-action cinematic look \u2014 realistic fantasy worlds, characters, and creatures.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Fantasy_Realism_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Fantasy_Realism.safetensors",
+            "size_bytes": 352679888
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "f4nt4sy",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes as a grounded high-fantasy, live-action cinematic film \u2014 realistic fantasy worlds, characters, armor, and creatures with a consistent cinematic identity (no IP used in training)."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word f4nt4sy (also try 'cinematic fantasy realism'); works without it too.",
+            "Example: f4nt4sy cinematic fantasy realism, premium live-action fantasy cinema shot, high-end fantasy film look. A weathered fantasy knight in realistic battle-worn plate armor stands in a misty mountain pass at dawn, her face showing natural skin texture and a tense, determined expression, breath fogging in the cold air, her tattered cloak and hair moving naturally in the wind. Before her looms a massive realistic dragon with believable scaled anatomy, leathery textured wings, and glowing amber eyes, lowering its great head and exhaling a slow plume of smoke, water dripping from its scales. Volumetric shafts of dawn light cut through the drifting mist and swirling ash between towering craggy cliffs, embers floating in the air. The knight slowly raises her worn steel sword, the two locked in a tense standoff. Grounded cinematic realism, natural material detail, volumetric atmospheric lighting, dramatic fantasy film mood, believable physical detail, cinematic color grading. Deep atmospheric orchestral score, a low dragon rumble, wind, and dripping water."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "fantasy_realism_style_demo.mp4"
+      }
+    },
+    {
+      "id": "cinematic-cyberpunk-style",
+      "name": "Cinematic Sci-Fi Cyberpunk",
+      "description": "Cinematic cyberpunk neo-noir look \u2014 rainy neon-lit streets, wet reflective pavement, holographic UI, teal-orange and magenta lighting.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Cinematic_Sci-fi-Cyberpunk_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Cinematic_sci-fi-cyberpunk.safetensors",
+            "size_bytes": 352679888
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "C6b4rP8nk",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes with a cinematic cyberpunk neo-noir mood \u2014 moody rainy cityscapes, wet reflective pavement, atmospheric fog and steam, glowing holographic interfaces, and teal-orange / magenta neon lighting."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word C6b4rP8nk.",
+            "Example: C6b4rP8nk cinematic cyberpunk neo-noir aesthetic, futuristic cityscape. A sleek figure in a glowing-accented visor helmet and a wet armored jacket rides a futuristic neon-lit motorcycle at high speed through a rain-soaked megacity canyon at night, weaving between traffic. The bike's cyan underglow and magenta tail-light streak reflections across the wet asphalt as spray kicks up behind it, rain streaking past through the neon haze. Towering skyscrapers rise on both sides, plastered with giant glowing holographic advertisements and flickering magenta and cyan neon signage, their light smearing in the motion. The camera tracks dynamically alongside the rider, low to the wet ground, the city lights blurring past in a rush of teal-orange cinematic glow, drifting fog and steam rising from street vents. High-contrast shadows, moody atmospheric depth, gritty but polished detail, cinematic composition. Driving synth score, roaring bike engine, hissing rain, and rushing wind."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "cinematic_cyberpunk_style_demo.mp4"
+      }
+    },
+    {
+      "id": "claymation-style",
+      "name": "Claymation Style",
+      "description": "Stop-motion claymation diorama look \u2014 hand-sculpted clay, fingerprints, miniature sets.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Clay_Mation_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Claymation.safetensors",
+            "size_bytes": 352679880
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "claymation style",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes in a handcrafted claymation diorama style inspired by classic stop-motion \u2014 sculpted clay subjects with visible fingerprints, rounded forms and miniature set environments."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger phrases like 'claymation style', 'stop motion clay' or 'clay diorama'.",
+            "Example: claymation style, stop motion clay, a handcrafted clay diorama of an adorable clay cat making pottery in a cozy clay studio. The cat has soft grey sculpted clay fur with visible fingerprints and hand-shaped textures, big friendly eyes, tiny ears, and a little clay apron, sitting at a spinning clay pottery wheel. Its clay paws gently cup a lump of brown clay as the wheel spins, the clay slowly rising and curving upward under its paws into a smooth, elegant clay vase, the shape forming gracefully as it works. The cat then lifts the finished clay vase and holds it up proudly, turning it to show it off with a delighted smile. Around it, the cozy clay studio has wooden clay shelves lined with finished clay pots and bowls in earthy colors, little clay tools on the bench, a warm clay window with soft light, and sculpted clay plants, all with tactile handmade clay surfaces and visible sculpting marks. Warm cinematic lighting, shallow depth of field, stop-motion animation aesthetic with subtle bouncy handmade movement, cozy heartwarming storybook mood, with the soft hum of the pottery wheel, gentle shaping sounds, and calm studio ambience."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "claymation_style_demo.mp4"
+      }
+    },
+    {
+      "id": "cozy-felt-style",
+      "name": "Cozy Felt Style",
+      "description": "Handcrafted felt-cutout diorama look \u2014 layered felt, visible stitching, plush textures.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX2.3_Cozy_Felt_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "CozyFelt.safetensors",
+            "size_bytes": 352679880
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "F3ltCut0u7",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes as a cozy felt-cutout cinematic diorama \u2014 subjects and environments look assembled from soft felt pieces, with layered shapes, visible stitching, fuzzy fibers and embroidery detail."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word F3ltCut0u7 (also try 'felt cutout style').",
+            "Example: F3ltCut0u7 handcrafted felt cutout cinematic diorama style, everything constructed from soft layered felt with visible stitched seams, fuzzy fibers, plush rounded edges, and embroidered details. A cinematic shot of a cool felt red fox performing a lively sequence of skateboard tricks in a sunny felt skatepark at golden hour. The red fox is a normal four-legged fox with soft ginger-orange layered felt fur, a creamy white chest, pointed felt ears, tiny felt sunglasses, and a confident embroidered grin. Its anatomy is clear and correct throughout: exactly two front paws and exactly two back paws, four legs in total, and one single fluffy plush tail, every limb clearly visible in its natural place. The fox cruises in fast on its little felt skateboard, then pops a bouncy ollie, hopping the board up off the ground with its back paws and landing cleanly. It rolls up a curved felt ramp and catches a little air at the top, grabbing the edge of the board with one front paw, its fluffy tail streaming behind, before dropping back down. Then it leans hard into a smooth carving turn, one front paw trailing coolly, and finishes by rolling up to a stop and popping the board up into its front paws with a proud grin. Throughout, its four legs and single tail stay clearly defined and in their natural places. Around it, a colorful felt skatepark with curved felt ramps, stitched concrete, little felt rails, and graffiti-style felt murals, warm golden sunlight casting soft shadows. The camera tracks dynamically alongside the fox, with brief slow-motion on the jumps. Cool, energetic yet cozy handcrafted storybook mood, with the rumble of skateboard wheels, the pop of the board, and cheerful park sounds."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "cozy_felt_style_demo.mp4"
+      }
+    },
+    {
+      "id": "fantasy-painterly-style",
+      "name": "Fantasy Painterly Style",
+      "description": "Painterly fantasy cinematic look \u2014 oil-paint brushwork, luminous magical lighting.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Fantasy_Painterly_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Fantasy_Painterly.safetensors",
+            "size_bytes": 352679888
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "D4rkP41nt3r",
+      "recommended_strength": 1.0,
+      "media": {
+        "demo_video": "fantasy_painterly_style_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes as fantasy painterly cinematic imagery \u2014 expressive brush strokes, layered oil-paint texture, luminous magical lighting and atmospheric depth."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Main trigger word D4rkP41nt3r (works without it too).",
+            "Example: D4rkP41nt3r cinematic oil painting, epic fantasy painterly scene, high fantasy illustration with visible brushwork, layered oil-paint textures, and luminous magical lighting. A dramatic cinematic close-up on the face and shoulders of a fierce fantasy sorceress, her striking features rendered in rich painterly brushwork with soft blended skin tones and expressive determined eyes glowing faintly with inner fire. Strands of her dark windswept hair drift across her face, painted in layered strokes, and an ornate jeweled headpiece catches warm light. She slowly raises one hand into the lower frame, conjuring a swirling orb of molten fire and glowing embers that casts flickering orange-and-gold light across her face and the painted planes of her cheekbones, warm highlights and deep shadows shifting as the flames dance. Wisps of smoke and floating embers drift past in soft atmospheric haze, the dark background a blurred painterly wash of deep blues and warm firelight. Rich oil-paint textures, visible brush strokes, glowing magical highlights, dramatic cinematic lighting contrast, tonal depth, soft color transitions. Low ambient score, the crackle of magical flame, and a soft breath."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ]
+    },
+    {
+      "id": "paper-cutout-style",
+      "name": "Paper Cut-Out Style",
+      "description": "Handcrafted paper-cutout diorama look \u2014 stacked paper layers, clean cut edges, tape seams.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Paper_Cut_Out_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "PaperCutOutStyle.safetensors",
+            "size_bytes": 352679880
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "Pap3rCut0u7",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Renders scenes as a cozy paper-cut-out cinematic diorama \u2014 subjects look assembled from layered paper with clean cut edges, folds, slight curl and tape seams."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Main trigger word Pap3rCut0u7.",
+            "Example: Pap3rCut0u7 handcrafted paper cut-out cinematic diorama style, everything constructed from layered paper pieces with visible cut edges, stacked paper layers, slight paper curl, folded paper details, and gentle layered shadows. A cute little paper rabbit with layered white-and-grey cut-paper fur, long folded paper ears, and simple round paper eyes sits at a small paper table doing origami. It carefully folds a flat square of paper with its little paper paws, creasing and turning it step by step, until it forms a neat little folded paper airplane. The rabbit holds up the finished paper airplane proudly, then draws its arm back and throws it — the little paper airplane glides smoothly forward through the air, banking and looping gently across the cozy paper room before soaring off. Around it, a warm paper-craft room with stacked paper books, little folded paper decorations, a paper window with cut-paper sunlight streaming in, and layered paper plants, all with visible cut edges and soft layered shadows. The camera follows the folding, then tracks the airplane's flight. Warm, cheerful, whimsical handcrafted storybook mood, with soft paper folding and creasing sounds, a gentle whoosh of the gliding airplane, and cozy ambience."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "paper_cutout_style_demo.mp4"
+      }
+    },
+    {
+      "id": "soft-enhance-style",
+      "name": "Soft Enhance",
+      "description": "Natural detail enhancer \u2014 adds subtle detail and clarity and softens LTX 2.3's harsher contrast for a smoother, more natural finish.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Soft_Enhance_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "LTX2.3_Soft_Enhance.safetensors",
+            "size_bytes": 352679864
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "enhance"
+      ],
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "A natural detail enhancer: adds subtle detail, improves clarity, and softens LTX 2.3's stronger contrast for a smoother, more organic finish \u2014 detail stays present without looking over-sharpened."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No trigger word \u2014 just apply it to any text-to-video prompt.",
+            "Example: A cinematic beauty close-up portrait of a pretty young woman with clear radiant skin, delicate features, expressive bright eyes, and soft colorful makeup with a touch of shimmer. She stands against a vibrant backdrop glowing with bright saturated colors \u2014 soft blends of pink, teal, orange, and purple light washing across the scene. Colorful soft lighting falls flatteringly across her face, warm and cool tones mingling on her skin with a subtle catchlight in her eyes, and a few strands of hair drift softly in a light breeze. Behind her, blurred colorful bokeh lights sparkle in vivid hues. She gives a gentle warm smile and a slow blink, breathing softly, tiny natural movements in her expression. Rich vibrant color, smooth gradual tonal transitions, refined natural skin texture, glowing colorful highlights, photorealistic, cinematic, soft flattering lighting, fine natural detail, gentle shallow depth of field, clean refined natural finish. Upbeat ambient tone."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength ~1.0; lower it for a lighter touch. The softer counterpart to Crisp Enhance \u2014 combine and balance the two for a custom look. Text-to-video \u2014 no input clip needed."
+        }
+      ],
+      "media": {
+        "demo_video": "soft_enhance_style_demo.mp4"
+      }
+    },
+    {
+      "id": "wild-west-style",
+      "name": "Wild West Style",
+      "description": "Grounded, cinematic Wild West frontier look \u2014 weathered cowboys, dusty towns, sunbaked landscapes.",
+      "download": {
+        "repo_id": "vrgamedevgirl84/LTX_2.3_Wild_West_Style_LoRa",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "Wild_West.safetensors",
+            "size_bytes": 705198384
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "vrgamedevgirl84",
+        "url": "https://huggingface.co/vrgamedevgirl84",
+        "affiliation": "community"
+      },
+      "base_model": "LTX-2.3",
+      "tags": [
+        "style"
+      ],
+      "trigger": "W1ldW4st",
+      "recommended_strength": 1.0,
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Gives footage a realistic Wild West frontier style: period-authentic western clothing, worn leather, saloons, desert plains and a dusty, sunbaked cinematic atmosphere."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Main trigger word W1ldW4st (works without it too).",
+            "Example: W1ldW4st cinematic realistic Wild West video, grounded frontier western footage. A weathered cowboy gallops hard down the main street of a sunbaked frontier town on a powerful chestnut horse, leaning low over its neck as it thunders forward at full speed, hooves kicking up a churning cloud of dust behind them. His duster and hat strap whip violently in the wind, his face set with urgent determination, reins gripped tight. Townsfolk scatter and turn to look from wooden porches as he races past weathered saloons and storefronts, chickens flapping out of the way, a swirl of dust and debris trailing in his wake. Harsh sunlight, dust billowing through the air, dusty realistic textures, sunbaked atmospheric depth, authentic western town environment. The camera tracks dynamically alongside the galloping rider. Grounded frontier storytelling tone, cinematic frontier atmosphere, urgent high-energy chase mood, photorealistic. A driving tense score, thundering hooves, whipping wind, and shouts."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Strength 1.0 in the samples; 0.5\u20131.0 is usable."
+        }
+      ],
+      "media": {
+        "demo_video": "wild_west_style_demo.mp4"
+      }
+    },
+    {
+      "id": "product-ad-style",
+      "name": "Product Ad Style",
+      "description": "Cinematic product-commercial look \u2014 luxury brand visuals, perfume/cosmetics ads, tech and fashion product shots with premium studio lighting.",
+      "download": {
+        "repo_id": "SOLRICKS/ltx-2.3-product-ad-style",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "LTX23_Product_Commercial_LoRA.safetensors",
+            "size_bytes": 337360792
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "SOLRICKS",
+        "url": "https://huggingface.co/SOLRICKS",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "base_model": "LTX-2.3",
+      "created_at": "2026-07-06",
+      "tags": [
+        "style"
+      ],
+      "trigger": "srx_commercial",
+      "recommended_strength": 0.85,
+      "media": {
+        "demo_video": "product_ad_style_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Applies a cinematic product-ad look \u2014 advertising-style lighting, glossy reflections, premium framing \u2014 for perfume, cosmetics, tech, fashion, and studio product shots."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Include the trigger word srx_commercial.",
+            "Example: srx_commercial, a high-end cinematic product commercial with a polished premium advertising aesthetic. The elegant AVENSOR steel watch stands center-frame in a flawless studio commercial setting as the camera slowly and smoothly orbits around it. Immaculate glossy reflections glide across the polished stainless-steel case and bracelet, the brushed metal links gleaming with controlled studio highlights, crisp specular glints tracing the faceted hour markers and the crown as a soft light sweeps across the watch. Smooth reflections shift elegantly across the dark sunburst dial and sapphire glass, everything rendered with clean, refined, premium commercial polish. Soft professional studio lighting with a warm moody gradient backdrop, gentle falloff, and a mirror-clean reflection resting on the glossy surface below. Premium high-end advertising aesthetic, cinematic commercial lighting, immaculate glossy reflections, crisp product detail, shallow depth of field, slow graceful camera movement, sleek luxurious sophisticated mood, photorealistic. Refined ambient commercial music and a polished atmospheric tone."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": [
+            "Recommended strength ~0.85.",
+            "Image-to-video works best when you provide a product image (preserves shape, logo, design).",
+            "Text-to-video is usable but product details and labels may be less consistent."
+          ]
+        }
+      ]
+    }
+  ],
+  "ic_loras": [
+    {
+      "id": "3d-render-to-real",
+      "name": "3D Render to Photoreal",
+      "description": "Turn a rough 3D viewport render (Blender blockout, game-engine viewport) into a photorealistic, cinematic video.",
+      "tags": [
+        "transform"
+      ],
+      "trigger": "3DREAL",
+      "download": {
+        "repo_id": "fal/LTX-2.3-3DREAL-LoRA",
+        "variants": [
+          {
+            "id": "strong-v2",
+            "label": "Strong (v2)",
+            "filename": "3DREAL-strong-v2.safetensors",
+            "size_bytes": 327287352
+          },
+          {
+            "id": "light",
+            "label": "Light",
+            "filename": "3DREAL-light.safetensors",
+            "size_bytes": 163708856
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "fal",
+        "url": "https://huggingface.co/fal",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Other",
+        "url": "https://huggingface.co/fal/LTX-2.3-3DREAL-LoRA"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "allows_reference_image": true,
+      "preprocessing": [],
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Turns a rough grey 3D viewport render \u2014 Blender blockout, game-engine viewport or other CG/synthetic render \u2014 into a photorealistic, film-quality video, keeping the exact composition, camera move and layout of the input."
+        },
+        {
+          "title": "Input",
+          "body": "A 3D / CG render video (low-poly blockout, game viewport). An optional photoreal reference image can seed the first frame."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word 3DREAL, then describe the photoreal result.",
+            "Example: 3DREAL a photorealistic cinematic harbor at dawn, fishing boats moored, soft volumetric light."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Composition and camera are locked to the input render; the prompt drives realism, materials and lighting. Download Strong (v2) or Light from the library card \u2014 Light is a subtler push."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      },
+      "media": {
+        "demo_video": "3dreal_demo.mp4"
+      }
+    },
+    {
+      "id": "day-to-night",
+      "name": "Day to Night",
+      "description": "Relight a daytime shot to look like it was filmed at night.",
+      "tags": [
+        "relight"
+      ],
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Day-To-Night",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-day-to-night-0.9.safetensors",
+            "size_bytes": 327309305
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "day_to_night_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Re-renders a daytime clip as the same shot at night. Composition, framing, camera move and subject motion are held frame-for-frame; your prompt only drives the new lighting, brightness and colour temperature."
+        },
+        {
+          "title": "Input",
+          "body": "A daytime video. Best near the training bucket: ~768\u00d7448 (or 448\u00d7768) at 97 frames (~4s), 24fps."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No trigger word \u2014 describe the night scene and its light sources.",
+            "Example: A realistic nighttime scene. A cafe interior looking out at a dark city street, warm overhead lights casting amber reflections on the furniture."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength 1.0, guidance 3\u20134, 30 steps."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "colorization",
+      "name": "Colorization",
+      "description": "Add realistic color to a grayscale video.",
+      "tags": [
+        "restore"
+      ],
+      "trigger": "COLORIZE",
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Colorization",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-colorization-0.9.safetensors",
+            "size_bytes": 906071437
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "colorization_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Restores natural colour to grayscale, monochrome or desaturated video, keeping the subject, framing and geometry identical."
+        },
+        {
+          "title": "Input",
+          "body": "A grayscale / B&W video. Training bucket is ~960\u00d7544 at 121 frames, 24fps."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word COLORIZE, in a two-part shape \u2014 first describe the grayscale reference, then the colours you want: 'Reference shows {grayscale scene}. Edited shows the same scene with natural colors restored. COLORIZE {vivid colour description}.'",
+            "Example: Reference shows a wild rabbit on textured boulders in high-contrast monochrome. Edited shows the same scene with natural colors restored. COLORIZE a brown cottontail with warm tan and grey-brown fur on grey stone."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": [
+            "Keep the identity and framing wording identical between the two halves \u2014 change only the colour words.",
+            "LoRA strength ~1.0; don't render far above the training bucket or colour weakens."
+          ]
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "decompression",
+      "name": "Decompression",
+      "description": "Remove compression artifacts and restore a degraded video.",
+      "tags": [
+        "restore"
+      ],
+      "trigger": "ENHANCE QUALITY",
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Decompression",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-decompression-0.9.safetensors",
+            "size_bytes": 906071437
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "decompression_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Strips compression artifacts \u2014 macroblocking, chroma bleed, ringing, banding \u2014 from low-bitrate video. It is not a denoiser or upscaler."
+        },
+        {
+          "title": "Input",
+          "body": "A heavily compressed / low-bitrate video. Trained at 960\u00d7544 \u00d7 121 frames, 24fps."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger phrase ENHANCE QUALITY, in the two-part shape: 'Reference shows {scene}, heavily compressed with visible macroblocking, chroma bleed and ringing. Edited shows the same scene restored to high quality with sharp detail and clean edges. ENHANCE QUALITY {scene}.'",
+            "Example: Reference shows a rabbit between mossy boulders, heavily compressed with macroblocking and ringing. Edited shows the same scene restored, sharp and clean. ENHANCE QUALITY a reddish-brown rabbit between mossy grey boulders in soft daylight."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": [
+            "Use stage-1-only and render near the training resolution so the result stays aligned to the reference.",
+            "LoRA strength 1.0."
+          ]
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "deblur",
+      "name": "Deblur",
+      "description": "Sharpen and remove blur from a video.",
+      "tags": [
+        "restore"
+      ],
+      "trigger": "DEBLUR",
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Deblur",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-deblur-0.9.safetensors",
+            "size_bytes": 906071437
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "deblur_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Regenerates out-of-focus footage in sharp focus, preserving subject, framing and geometry. Handles genuine defocus only \u2014 not motion blur, compression repair, denoise or upscale."
+        },
+        {
+          "title": "Input",
+          "body": "A defocused video, used directly as the reference. Trained at 960\u00d7544 \u00d7 121 frames, 24fps; renders well up to 1920\u00d71088."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word DEBLUR, in the two-part shape: 'Reference shows {scene}, heavily out of focus with soft defocused blur. Edited shows the same scene in sharp focus with crisp detail. DEBLUR {scene}.'",
+            "Example: Reference shows a butterfly on a pink flower, heavily out of focus. Edited shows the same scene in sharp focus. DEBLUR a vibrant butterfly resting on a bright pink flower."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength 1.0; lower toward 0.8 if it over-sharpens."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "cross-eyed",
+      "name": "Cross-Eyed",
+      "description": "Turn a close-up portrait's eyes permanently crossed (inward), keeping expression and framing.",
+      "tags": [
+        "transform"
+      ],
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Cross-Eyed",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-cross-eyed-0.9.safetensors",
+            "size_bytes": 327309305
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "cross_eyed_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Turns a close-up portrait's straight eyes into permanent convergent strabismus (inward-turned / crossed eyes), while keeping facial expression, head movement, lighting and camera framing."
+        },
+        {
+          "title": "Input",
+          "body": "A close-up portrait video with straight eyes. Frame count must satisfy frames % 8 == 1 (e.g. 49); buckets 960\u00d7544\u00d749 or 544\u00d7960\u00d749."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No trigger word \u2014 describe the crossed-eye result directly.",
+            "Example: A close-up portrait video of a man with permanent severe convergent strabismus. Both eyes are continuously turned inward toward the nose throughout the shot. The subject maintains natural facial expression, head movement, lighting, and camera framing."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "30 steps, guidance 4.0, STG scale 1.0."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "water-simulation",
+      "name": "Water Simulation",
+      "description": "Add simulated water / fluid VFX to a scene.",
+      "tags": [
+        "effect"
+      ],
+      "trigger": "ADD WATER",
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Water-Simulation",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-water-simulation-0.9.safetensors",
+            "size_bytes": 906071437
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "water_simulation_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Adds water and fluid VFX \u2014 rivers, surf, rain, waterfalls, floods, splashes, spray, wet-surface speculars \u2014 onto a dry clip, keeping subject, clothing, pose, framing and background fixed."
+        },
+        {
+          "title": "Input",
+          "body": "A dry 'before' video at 24fps, 1920\u00d71088 (or 1088\u00d71920). Up to ~185 frames (~7.7s)."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger phrase ADD WATER (required), in the two-part shape: 'Reference shows {dry scene}. Edited shows the same scene with water added. ADD WATER {water description}.'",
+            "Example: Reference shows a brown rabbit on mossy rocks. Edited shows the same scene with water added. ADD WATER a fast-flowing river with white foam rushing over and around the rocks behind the rabbit."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": [
+            "Be concrete about water type and motion.",
+            "LoRA strength ~1.2; use stage-1-only at native resolution to hold identity."
+          ]
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "ingredients",
+      "name": "Ingredients",
+      "description": "Keep a subject consistent across a video from a reference sheet.",
+      "tags": [
+        "compose"
+      ],
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-ingredients-0.9.safetensors",
+            "size_bytes": 1308778338
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "image"
+      },
+      "preprocessing": [
+        {
+          "utility": "image_to_frames",
+          "params": {
+            "fps": 24
+          }
+        }
+      ],
+      "media": {
+        "demo_video": "ingredients_demo.mp4"
+      },
+      "controls": [
+        {
+          "id": "duration",
+          "label": "Duration",
+          "default": 5,
+          "options": [
+            5,
+            6,
+            8,
+            10,
+            20
+          ],
+          "unit": "s"
+        }
+      ],
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Drives a video from a reference sheet \u2014 a single composite image of characters, props and locations \u2014 so those elements stay visually consistent across the shot."
+        },
+        {
+          "title": "Input",
+          "body": "A reference sheet image laying out each element in its own panel. Training bucket 768\u00d7448, 121 frames, 24fps."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Two labelled parts, no caps trigger \u2014 first describe each panel of the sheet, then describe the action: 'Reference sheet: {panels \u2014 characters, props, settings}. Generated video: {the action}.'",
+            "Example: Reference sheet: a 3D owl mascot shown from several angles; a bright grocery aisle. Generated video: a high-quality 3D animated commercial outside a modern 'FreshMart' store."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": [
+            "Give characters clean close-ups / turnarounds and larger panels \u2014 bigger, clearer panels carry over more faithfully and prevent identity drift.",
+            "LoRA strength ~1.4, guidance 4.0, 30 steps."
+          ]
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "generated"
+      }
+    },
+    {
+      "id": "instant-shave",
+      "name": "Instant Shave",
+      "description": "Remove a beard / facial hair from a person in a video.",
+      "tags": [
+        "transform"
+      ],
+      "trigger": "REMOVEBEARD",
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-Instant-Shave",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-instant-shave-0.9.safetensors",
+            "size_bytes": 654465349
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "instant_shave_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Removes facial hair \u2014 beard, moustache, stubble \u2014 from a person in the video, while keeping identity, expression, motion, lighting and composition."
+        },
+        {
+          "title": "Input",
+          "body": "A reference video of the bearded subject. 960\u00d7544 (or 544\u00d7960) at 25fps, 33\u2013121 frames; match the clip's fps to 25."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word REMOVEBEARD, prepended, then describe the clean-shaven result.",
+            "Example: REMOVEBEARD completely smooth and clean-shaven, bare skin, no beard, no stubble, no facial hair."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "LoRA strength 1.0; keep the training resolution to hold identity across the clip."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "outpainting",
+      "name": "Outpainting",
+      "description": "Extend a video beyond its frame \u2014 widen it, change the aspect ratio, or fill new canvas around the shot.",
+      "tags": [
+        "compose"
+      ],
+      "download": {
+        "repo_id": "Lightricks/LTX-2.3-22b-IC-LoRA-In-Outpainting",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx-2.3-22b-ic-lora-in-outpainting-0.9.safetensors",
+            "size_bytes": 1308778338
+          }
+        ]
+      },
+      "requires_hf_login": true,
+      "allows_empty_prompt": true,
+      "author": {
+        "name": "LTX",
+        "url": "https://huggingface.co/Lightricks",
+        "affiliation": "ltx"
+      },
+      "license": {
+        "name": "LTX-2 Community License",
+        "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [
+        {
+          "utility": "outpaint_canvas",
+          "params": {}
+        }
+      ],
+      "media": {
+        "demo_video": "outpainting_demo.mp4"
+      },
+      "controls": [
+        {
+          "id": "outpaint_pads",
+          "kind": "position_canvas",
+          "label": "Canvas"
+        }
+      ],
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Extends a clip past its original frame. The source video sits on a larger canvas and the model paints the new surrounding region, matching the existing scene by default or following your prompt."
+        },
+        {
+          "title": "Input",
+          "body": "Any video. Drag the canvas edges to add space on any side (or drop in a corner to do two at once), and reposition the video within the canvas. Aspect-ratio presets (16:9 / 1:1 / 9:16 / 21:9) snap the canvas to that shape."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "No trigger word. Leave the prompt empty to just extend the scene, or write a plain description of what should appear in the new area.",
+            "Example: a sandy beach with crashing waves along the bottom of the frame."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Outpaint only (inpainting isn't supported here). LoRA strength 1.0. Keep additions modest \u2014 very large extensions are harder for the model to fill convincingly."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.0,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "greenscreen-avatar",
+      "name": "Greenscreen Avatar",
+      "description": "Turn a vertical talking-head clip into the same person on a flat green chroma-key background, ready to composite.",
+      "tags": [
+        "effect"
+      ],
+      "download": {
+        "repo_id": "OmerHagage/ltx2-greenscreen-avatar-ic-lora-vertical-v1",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "lora_weights_step_05000.safetensors",
+            "size_bytes": 1308756416
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "Omer Hagage",
+        "url": "https://huggingface.co/OmerHagage",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "MIT",
+        "url": "https://huggingface.co/OmerHagage/ltx2-greenscreen-avatar-ic-lora-vertical-v1"
+      },
+      "base_model": "LTX-2.3",
+      "created_at": "2026-05-13",
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "greenscreen_avatar_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Transforms a vertical talking-head clip into the same person on a flat green chroma-key background \u2014 keyed and ready to composite onto any background. Sized for portrait/mobile formats (Reels, Shorts, TikTok)."
+        },
+        {
+          "title": "Input",
+          "body": "A vertical (portrait) talking-head video \u2014 a person facing the camera."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Describe the greenscreen talking head. Example: 'A person talking directly to the camera against a flat green chroma-key background. Natural lip sync, occasional blinks, subtle head movements. Soft natural lighting, photorealistic, sharp focus, stable framing.'"
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Vertical (portrait) clips. Stage-1-only at native resolution holds identity; raise the resolution factor if you have VRAM headroom."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.0,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "upscale",
+      "name": "Upscale (Refine)",
+      "description": "Generative second-pass refinement \u2014 turn a soft / low-res clip into a cleaner, more detailed one.",
+      "tags": [
+        "restore"
+      ],
+      "trigger": "upscale",
+      "download": {
+        "repo_id": "Zlikwid/LTX_2.3_Upscale_IC_Lora",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "ltx2.3_upscale_ic-lora_06250.safetensors",
+            "size_bytes": 327287384
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "Zlikwid",
+        "url": "https://huggingface.co/Zlikwid",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Other",
+        "url": "https://huggingface.co/Zlikwid/LTX_2.3_Upscale_IC_Lora"
+      },
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "upscale_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "A generative refinement pass, not a plain upscaler \u2014 runs a soft or low-res clip back through LTX 2.3 to recover cleaner detail. Output can shift with settings, so it's meant as a second stage (e.g. after a stage-1-only run)."
+        },
+        {
+          "title": "Input",
+          "body": "Bicubic-upscale your source to the target resolution first, then feed that as the reference video. Example: 640\u00d7360 \u2192 bicubic to 1280\u00d7720 \u2192 upscale pass."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Trigger word: upscale (that's the whole prompt this LoRA expects)."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Results depend on source quality, resolution, frame count and strength. Checkpoint is the 6250-step weights."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source"
+      }
+    },
+    {
+      "id": "crossview-prompt",
+      "name": "CrossView Prompt",
+      "description": "Re-render a reference clip from a new camera angle \u2014 same scene and subject, different viewpoint. Uses a fixed camera-angle prompt vocabulary.",
+      "tags": [
+        "camera"
+      ],
+      "trigger": "crossview.",
+      "download": {
+        "repo_id": "Cseti/LTX2.3-22B_IC-LoRA-CrossView-Prompt",
+        "variants": [
+          {
+            "id": "default",
+            "label": "Default",
+            "filename": "LTX2.3-22B_IC-LoRA-CrossView-Prompt_v0.9_13700.safetensors",
+            "size_bytes": 100767456
+          }
+        ]
+      },
+      "requires_hf_login": false,
+      "author": {
+        "name": "Cseti",
+        "url": "https://huggingface.co/Cseti",
+        "affiliation": "community"
+      },
+      "license": {
+        "name": "Apache-2.0",
+        "url": "https://huggingface.co/Cseti/LTX2.3-22B_IC-LoRA-CrossView-Prompt"
+      },
+      "base_model": "LTX-2.3",
+      "created_at": "2026-07-11",
+      "input": {
+        "kind": "video"
+      },
+      "preprocessing": [],
+      "media": {
+        "demo_video": "crossview_demo.mp4"
+      },
+      "instructions": [
+        {
+          "title": "What it does",
+          "body": "Acts as a virtual second camera: take a reference video and a short camera-angle prompt, and re-render the same scene from the requested viewpoint while keeping subject and content."
+        },
+        {
+          "title": "Input",
+          "body": "A reference video of the scene you want to re-shoot from a new angle. No starting image needed."
+        },
+        {
+          "title": "Prompt",
+          "body": [
+            "Every prompt must start with the trigger crossview. and follow this template (use the exact phrases):",
+            "crossview. new camera angle: {azimuth}, {elevation}, {distance}.",
+            "Azimuth: same angle \u00b7 slightly to the left \u00b7 slightly to the right \u00b7 to the left \u00b7 to the right \u00b7 far to the left \u00b7 far to the right",
+            "Elevation: lower \u00b7 same height \u00b7 higher",
+            "Distance: closer \u00b7 same distance \u00b7 further",
+            "Example: crossview. new camera angle: to the right, lower, closer."
+          ]
+        },
+        {
+          "title": "Tips",
+          "body": "Best on small, single-step angle changes. For a larger viewpoint shift, chain several small steps \u2014 feed the generated view back in as the new reference and apply another small angle. Views from behind are out of range (frontal sector only, about \u00b160\u00b0)."
+        }
+      ],
+      "default_settings": {
+        "skip_stage_2": true,
+        "resolution_factor": 1.5,
+        "audio_mode": "source",
+        "lora_strength": 1.5
+      }
+    }
+  ]
+}
diff --git a/backend/runtime_config/model_download_specs.py b/backend/runtime_config/model_download_specs.py
index 7eb924431..e807cb1c9 100644
--- a/backend/runtime_config/model_download_specs.py
+++ b/backend/runtime_config/model_download_specs.py
@@ -3,6 +3,7 @@
 from __future__ import annotations
 
 import logging
+from collections.abc import Callable
 from dataclasses import dataclass
 from pathlib import Path
 from typing import assert_never, cast, get_args
@@ -65,6 +66,10 @@ class LTXLocalModelSpec:
     ic_loras_spec: LtxIcLorasSpec
     relevance: LTXLocalModelRelevance
     supported_pipelines: tuple[tuple[LTXVideoGenPipeline, LTXVideoGenerationSpec], ...]
+    version_label: str
+    # The single newest model the app should recommend/upgrade to. Exactly one spec sets this
+    # True (enforced in _validate_ltx_specs) so "latest" is explicit, not tuple-order-dependent.
+    is_latest: bool = False
 
 
 def _local_resolution_spec(
@@ -84,6 +89,32 @@ def _local_resolution_spec(
 PERSON_DETECTOR_CP_ID: ModelCheckpointID = "yolox-l-torchscript"
 POSE_PROCESSOR_CP_ID: ModelCheckpointID = "dw-ll-ucoco-384-bs5"
 
+_DISTILLED_PIPELINES: tuple[tuple[LTXVideoGenPipeline, LTXVideoGenerationSpec], ...] = (
+    (
+        "fast",
+        LTXVideoGenerationSpec(
+            display_name="LTX 2.3 Fast",
+            supported_resolutions_durations={
+                "540p": _local_resolution_spec(
+                    fps_to_durations={
+                        24: (5, 6, 8, 10, 20),
+                    },
+                ),
+                "720p": _local_resolution_spec(
+                    fps_to_durations={
+                        24: (5, 6, 8, 10),
+                    },
+                ),
+                "1080p": _local_resolution_spec(
+                    fps_to_durations={
+                        24: (5,),
+                    },
+                ),
+            },
+        ),
+    ),
+)
+
 
 def get_model_cp_spec(cp_id: ModelCheckpointID) -> ModelCheckpointSpec:
     match cp_id:
@@ -95,10 +126,29 @@ def get_model_cp_spec(cp_id: ModelCheckpointID) -> ModelCheckpointSpec:
                 repo_id="Lightricks/LTX-2.3",
                 description="Main transformer model",
             )
+        case "ltx-2.3-22b-distilled-1.1":
+            return ModelCheckpointSpec(
+                relative_path=Path("ltx-2.3-22b-distilled-1.1.safetensors"),
+                expected_size_bytes=46_149_345_334,
+                is_folder=False,
+                repo_id="Lightricks/LTX-2.3",
+                description="Main transformer model",
+            )
         case "ltx-2.3-spatial-upscaler-x2-1.0":
+            # Superseded by 1.1, but kept as a known checkpoint so persisted settings /
+            # in-flight sessions referencing it still validate, and an orphaned on-disk
+            # copy can be listed/deleted rather than failing enum validation.
             return ModelCheckpointSpec(
                 relative_path=Path("ltx-2.3-spatial-upscaler-x2-1.0.safetensors"),
-                expected_size_bytes=1_900_000_000,
+                expected_size_bytes=995_743_504,
+                is_folder=False,
+                repo_id="Lightricks/LTX-2.3",
+                description="2x upscaler (legacy)",
+            )
+        case "ltx-2.3-spatial-upscaler-x2-1.1":
+            return ModelCheckpointSpec(
+                relative_path=Path("ltx-2.3-spatial-upscaler-x2-1.1.safetensors"),
+                expected_size_bytes=995_743_560,
                 is_folder=False,
                 repo_id="Lightricks/LTX-2.3",
                 description="2x upscaler",
@@ -155,44 +205,45 @@ def get_model_cp_spec(cp_id: ModelCheckpointID) -> ModelCheckpointSpec:
             assert_never(cp_id)
 
 
+_DISTILLED_IC_LORAS = LtxIcLorasSpec(
+    depth_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
+    canny_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
+    pose_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
+)
+
+# What's-new for the distilled 1.1 upgrade, authored here and surfaced in the upgrade prompt
+# (one improvement per line; the UI renders them as a bulleted "What's new" list).
+_DISTILLED_1_1_WHATS_NEW = (
+    "Fixes glitches and quality degradation in the final frames of longer clips (15s+).\n"
+    "Removes stray text, logos, and watermark-like overlays that could appear near the end of long videos.\n"
+    "Keeps fine detail consistent through to the last frame."
+)
+
+
 def get_ltx_model_spec(model_id: LTXLocalModelId) -> LTXLocalModelSpec:
     match model_id:
+        case "ltx-2.3-22b-distilled-1.1":
+            return LTXLocalModelSpec(
+                model_cp="ltx-2.3-22b-distilled-1.1",
+                upscale_cp="ltx-2.3-spatial-upscaler-x2-1.1",
+                text_encoder_cp="gemma-3-12b-it-qat-q4_0-unquantized",
+                ic_loras_spec=_DISTILLED_IC_LORAS,
+                relevance=LTXLocalModelRelevant(
+                    upgrade_messages={"ltx-2.3-22b-distilled": _DISTILLED_1_1_WHATS_NEW},
+                ),
+                supported_pipelines=_DISTILLED_PIPELINES,
+                version_label="1.1",
+                is_latest=True,
+            )
         case "ltx-2.3-22b-distilled":
             return LTXLocalModelSpec(
                 model_cp="ltx-2.3-22b-distilled",
-                upscale_cp="ltx-2.3-spatial-upscaler-x2-1.0",
+                upscale_cp="ltx-2.3-spatial-upscaler-x2-1.1",
                 text_encoder_cp="gemma-3-12b-it-qat-q4_0-unquantized",
-                ic_loras_spec=LtxIcLorasSpec(
-                    depth_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
-                    canny_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
-                    pose_cp="ltx-2.3-22b-ic-lora-union-control-ref0.5",
-                ),
+                ic_loras_spec=_DISTILLED_IC_LORAS,
                 relevance=LTXLocalModelRelevant(upgrade_messages={}),
-                supported_pipelines=(
-                    (
-                        "fast",
-                        LTXVideoGenerationSpec(
-                            display_name="LTX 2.3 Fast",
-                            supported_resolutions_durations={
-                                "540p": _local_resolution_spec(
-                                    fps_to_durations={
-                                        24: (5, 6, 8, 10, 20),
-                                    },
-                                ),
-                                "720p": _local_resolution_spec(
-                                    fps_to_durations={
-                                        24: (5, 6, 8, 10),
-                                    },
-                                ),
-                                "1080p": _local_resolution_spec(
-                                    fps_to_durations={
-                                        24: (5,),
-                                    },
-                                ),
-                            },
-                        ),
-                    ),
-                ),
+                supported_pipelines=_DISTILLED_PIPELINES,
+                version_label="1.0",
             )
         case _:
             assert_never(model_id)
@@ -206,13 +257,10 @@ def get_ltx_cps() -> set[ModelCheckpointID]:
 
 
 def get_latest_ltx_model_id() -> LTXLocalModelId:
-    relevant: list[LTXLocalModelId] = []
-    for model_id in ALL_LTX_LOCAL_MODEL_IDS:
-        if isinstance(get_ltx_model_spec(model_id).relevance, LTXLocalModelRelevant):
-            relevant.append(model_id)
-    if len(relevant) != 1:
-        raise RuntimeError(f"Expected exactly one relevant LTX model, found {len(relevant)}")
-    return relevant[0]
+    latest: list[LTXLocalModelId] = [m for m in ALL_LTX_LOCAL_MODEL_IDS if get_ltx_model_spec(m).is_latest]
+    if len(latest) != 1:
+        raise RuntimeError(f"Exactly one LTX model must set is_latest=True, found {len(latest)}")
+    return latest[0]
 
 
 def get_ltx_model_id_for_cp(cp_id: ModelCheckpointID) -> LTXLocalModelId | None:
@@ -325,6 +373,31 @@ def get_downloaded_ltx_model_id(models_dir: Path) -> LTXLocalModelId | None:
     return downloaded[0]
 
 
+def _ltx_generation_bundle_on_disk(models_dir: Path, model_id: LTXLocalModelId) -> bool:
+    """True when the always-required generation checkpoints for ``model_id`` are present.
+
+    Transformer + upscaler are required regardless of settings; the text encoder is
+    optional (an LTX API key encodes prompts instead), so it isn't checked here.
+    """
+    spec = get_ltx_model_spec(model_id)
+    return is_cp_downloaded(models_dir, spec.model_cp) and is_cp_downloaded(models_dir, spec.upscale_cp)
+
+
+def resolve_active_ltx_model_id(
+    models_dir: Path, preferred: LTXLocalModelId | None
+) -> LTXLocalModelId | None:
+    # Only honour ``preferred`` if its full generation bundle is on disk — otherwise it would
+    # be picked and then die in get_existing_cp_path on a missing companion (e.g. upscaler).
+    if preferred is not None and _ltx_generation_bundle_on_disk(models_dir, preferred):
+        return preferred
+    # Prefer a version that can actually generate (newest first); fall back to whatever
+    # transformer is on disk as a last resort so a partial install still resolves to something.
+    for model_id in ALL_LTX_LOCAL_MODEL_IDS:
+        if _ltx_generation_bundle_on_disk(models_dir, model_id):
+            return model_id
+    return get_downloaded_ltx_model_id(models_dir)
+
+
 def _validate_model_cp_specs() -> None:
     relative_paths: dict[Path, ModelCheckpointID] = {}
     for cp_id in ALL_MODEL_CP_IDS:
@@ -344,3 +417,95 @@ def _validate_ltx_specs() -> None:
 
 _validate_model_cp_specs()
 _validate_ltx_specs()
+
+
+# --- IC-LoRA weights ---
+IC_LORA_SUBDIR = "ic-loras"
+
+
+def _safe_segment(value: str, label: str) -> str:
+    if not value or "/" in value or "\\" in value or ".." in value:
+        raise ValueError(f"Unsafe {label}: {value!r}")
+    return value
+
+
+def resolve_ic_lora_path(models_dir: Path, ic_lora_id: str, filename: str) -> Path:
+    rid = _safe_segment(ic_lora_id, "ic_lora_id")
+    name = _safe_segment(filename, "filename")
+    return models_dir / IC_LORA_SUBDIR / rid / name
+
+
+def _find_installed(
+    models_dir: Path,
+    item_id: str,
+    filenames: list[str],
+    resolve: Callable[[Path, str, str], Path],
+) -> Path | None:
+    for filename in filenames:
+        path = resolve(models_dir, item_id, filename)
+        if path.exists():
+            return path
+    return None
+
+
+def _downloaded_variant_ids(
+    models_dir: Path,
+    item_id: str,
+    variants: list[tuple[str, str]],
+    resolve: Callable[[Path, str, str], Path],
+) -> list[str]:
+    return [
+        variant_id
+        for variant_id, filename in variants
+        if resolve(models_dir, item_id, filename).exists()
+    ]
+
+
+def is_ic_lora_downloaded(models_dir: Path, ic_lora_id: str, filename: str) -> bool:
+    return resolve_ic_lora_path(models_dir, ic_lora_id, filename).exists()
+
+
+def find_installed_ic_lora_path(models_dir: Path, ic_lora_id: str, filenames: list[str]) -> Path | None:
+    """Return the first existing weights path among ``filenames`` (preferred order)."""
+    return _find_installed(models_dir, ic_lora_id, filenames, resolve_ic_lora_path)
+
+
+def is_any_ic_lora_variant_downloaded(models_dir: Path, ic_lora_id: str, filenames: list[str]) -> bool:
+    return find_installed_ic_lora_path(models_dir, ic_lora_id, filenames) is not None
+
+
+def downloaded_ic_lora_variant_ids(
+    models_dir: Path, ic_lora_id: str, variants: list[tuple[str, str]]
+) -> list[str]:
+    """Return variant ids whose weights file exists. ``variants`` is ``(id, filename)``."""
+    return _downloaded_variant_ids(models_dir, ic_lora_id, variants, resolve_ic_lora_path)
+
+
+# --- Plain LoRA weights (catalog + manually-placed). Files land under "loras/<id>/" so the
+#     model scanner classifies them as is_lora && !is_ic_lora. ---
+LORA_SUBDIR = "loras"
+
+
+def resolve_lora_path(models_dir: Path, lora_id: str, filename: str) -> Path:
+    lid = _safe_segment(lora_id, "lora_id")
+    name = _safe_segment(filename, "filename")
+    return models_dir / LORA_SUBDIR / lid / name
+
+
+def is_lora_downloaded(models_dir: Path, lora_id: str, filename: str) -> bool:
+    return resolve_lora_path(models_dir, lora_id, filename).exists()
+
+
+def find_installed_lora_path(models_dir: Path, lora_id: str, filenames: list[str]) -> Path | None:
+    return _find_installed(models_dir, lora_id, filenames, resolve_lora_path)
+
+
+def is_any_lora_variant_downloaded(models_dir: Path, lora_id: str, filenames: list[str]) -> bool:
+    return find_installed_lora_path(models_dir, lora_id, filenames) is not None
+
+
+def downloaded_lora_variant_ids(
+    models_dir: Path, lora_id: str, variants: list[tuple[str, str]]
+) -> list[str]:
+    """Return variant ids whose weights file exists. ``variants`` is ``(id, filename)``."""
+    return _downloaded_variant_ids(models_dir, lora_id, variants, resolve_lora_path)
diff --git a/backend/runtime_config/models_scanner.py b/backend/runtime_config/models_scanner.py
new file mode 100644
index 000000000..bdeb207d8
--- /dev/null
+++ b/backend/runtime_config/models_scanner.py
@@ -0,0 +1,119 @@
+"""Scan a models directory for installed LoRA adapters.
+
+Uses a fast filename/directory heuristic for LoRA detection (no header parsing):
+a ``.safetensors`` file is treated as a LoRA when it lives under a ``loras``/``lora``
+directory, or its filename contains ``lora``.
+"""
+
+from __future__ import annotations
+
+import json
+import re
+import struct
+from dataclasses import dataclass
+from pathlib import Path
+
+# Filename / directory patterns that suggest a LoRA adapter.
+_LORA_NAME_RE = re.compile(r"lora", re.IGNORECASE)
+_LORA_DIR_NAME_RE = re.compile(r"loras?", re.IGNORECASE)
+
+# Set by the v2v training strategy on every IC-LoRA; never on regular LoRAs.
+# It's the same key the inference pipeline reads for the reference-video scale factor.
+_IC_LORA_METADATA_KEY = "reference_downscale_factor"
+
+# A safetensors header is JSON metadata only — kilobytes in practice. Cap the
+# declared size so a corrupt/crafted file can't make us allocate gigabytes.
+_MAX_SAFETENSORS_HEADER_BYTES = 16 * 1024 * 1024
+
+
+@dataclass(frozen=True, slots=True)
+class InstalledModel:
+    path: Path
+    name: str
+    kind: str  # "safetensors"
+    size_bytes: int
+    is_lora: bool
+    is_ic_lora: bool
+
+
+def _is_lora_heuristic(relative_path: Path) -> bool:
+    """True if the filename or any parent directory suggests a LoRA adapter."""
+    if _LORA_NAME_RE.search(relative_path.stem):
+        return True
+    if any(_LORA_DIR_NAME_RE.fullmatch(part) for part in relative_path.parts):
+        return True
+    # Catalog IC-LoRA downloads land under ic-loras/<id>/; those filenames often omit "lora"
+    # (e.g. 3DREAL-light.safetensors) so the directory is the signal.
+    return _under_ic_loras_dir(relative_path)
+
+
+def _under_ic_loras_dir(relative_path: Path) -> bool:
+    return any(part.lower() == "ic-loras" for part in relative_path.parts)
+
+
+def is_ic_lora_file(path: Path) -> bool:
+    """True if the safetensors header carries the IC-LoRA reference marker.
+
+    Best-effort: reads only the header (8-byte length + JSON), no mmap or weight load.
+    Returns False on any non-safetensors / truncated / unreadable file.
+    """
+    try:
+        with open(path, "rb") as f:
+            (header_size,) = struct.unpack("<Q", f.read(8))
+            if header_size > _MAX_SAFETENSORS_HEADER_BYTES:
+                return False
+            header = json.loads(f.read(header_size).decode("utf-8"))
+        metadata = header.get("__metadata__")
+        return isinstance(metadata, dict) and _IC_LORA_METADATA_KEY in metadata
+    except Exception:
+        return False
+
+
+def resolve_lora_ref(models_dir: Path, ref: str) -> Path:
+    """Resolve a LoRA *ref* (from the request) to an existing file inside *models_dir*.
+
+    Refs come straight off the UI's model picker; containing them to models_dir keeps a
+    stale/crafted path from pointing the loader at an arbitrary readable file. Raises
+    ValueError on escape or miss so callers can map it to a clean 400.
+    """
+    base = models_dir.resolve()
+    path = Path(ref).resolve() if Path(ref).is_absolute() else (base / ref).resolve()
+    if not path.is_relative_to(base) or not path.is_file():
+        raise ValueError(f"LoRA not found in models dir: {ref}")
+    return path
+
+
+def scan_models_dir(models_dir: Path, *, lora_only: bool = False) -> list[InstalledModel]:
+    """Return ``.safetensors`` model files under *models_dir* (scanned recursively).
+
+    When *lora_only* is True, return only entries detected as LoRA adapters.
+    """
+    if not models_dir.exists():
+        return []
+
+    results: list[InstalledModel] = []
+    for entry in sorted(models_dir.rglob("*.safetensors")):
+        if not entry.is_file():
+            continue
+        rel = entry.relative_to(models_dir)
+        # ".tmp" is the download staging dir (see lora_catalog_handler._download); an
+        # in-flight or crashed-before-cleanup download must never look installed.
+        if ".tmp" in rel.parts:
+            continue
+        is_lora = _is_lora_heuristic(rel)
+        if lora_only and not is_lora:
+            continue
+        # Catalog downloads under ic-loras/ are IC-LoRAs even when the file lacks the
+        # training-strategy metadata marker (common for community checkpoints).
+        is_ic_lora = is_lora and (_under_ic_loras_dir(rel) or is_ic_lora_file(entry))
+        results.append(
+            InstalledModel(
+                path=entry,
+                name=entry.name,
+                kind="safetensors",
+                size_bytes=entry.stat().st_size,
+                is_lora=is_lora,
+                is_ic_lora=is_ic_lora,
+            )
+        )
+    return results
diff --git a/backend/runtime_config/runtime_config.py b/backend/runtime_config/runtime_config.py
index 290c2a51d..fb098549d 100644
--- a/backend/runtime_config/runtime_config.py
+++ b/backend/runtime_config/runtime_config.py
@@ -25,7 +25,9 @@ class RuntimeConfig:
     dev_mode: bool
     backend_port: int
     hf_oauth_client_id: str = ""
-    hf_gating_enabled: bool = False
+    lora_catalog_source: str = ""
+    # Bundled catalog used as a fallback when lora_catalog_source is a URL that fails to fetch.
+    lora_catalog_fallback_path: str = ""
 
     @property
     def force_api_generations(self) -> bool:
diff --git a/backend/runtime_config/runtime_policy.py b/backend/runtime_config/runtime_policy.py
index 3270d5992..cc7a93a8b 100644
--- a/backend/runtime_config/runtime_policy.py
+++ b/backend/runtime_config/runtime_policy.py
@@ -10,20 +10,65 @@
     "unsupported",
 ]
 
+# Below this, local generation isn't viable at all on Darwin. Roughly matches the
+# measured ~13 GB RSS of the distilled pipeline streaming on an M4 Pro, plus margin
+# — a single data point, not a hardware sweep.
+DARWIN_STREAMING_FLOOR_GB = 15
+
+# Full-resident on Darwin means the *full* ~46 GB bf16 transformer (no fp8 path on
+# MPS, unlike CUDA) sitting in unified memory alongside the Gemma text encoder, VAE,
+# upsampler, activations, and the OS/Electron/app itself. UNVERIFIED: chosen as a
+# conservative floor, not measured on real hardware. A live test at ram_gb=19 (48 GB
+# machine, other apps open) picked this tier before this floor existed and stalled
+# — torch/driver allocation climbed past torch.mps.recommended_max_memory() and the
+# process sat there paging instead of progressing or erroring (no crash, no OOM, just
+# stuck). Do not lower this without confirming on hardware that actually has this
+# much RAM free.
+DARWIN_FULL_RESIDENT_FLOOR_GB = 96
+
 
 def decide_local_generation_mode(
-    system: str, cuda_available: bool, vram_gb: int | None
+    system: str,
+    cuda_available: bool,
+    vram_gb: int | None,
+    mps_available: bool = False,
+    ram_gb: int | None = None,
 ) -> LocalGenerationMode:
     """Pick the local-generation mode for this runtime.
 
     - "unsupported": local generation is not viable; caller must route to the API.
-    - "streaming_models_loading": enough VRAM to run, but model weights must be
-      streamed from pinned host RAM (15-30 GB range).
-    - "full_models_loading": enough VRAM to hold the whole model resident (>=31 GB),
-      so streaming is skipped to avoid unnecessary host-RAM pressure.
+    - "streaming_models_loading": enough memory to run, but model weights must be
+      streamed from pinned host RAM (15-30 GB range on CUDA).
+    - "full_models_loading": enough memory to hold the whole model resident, so
+      streaming is skipped to avoid unnecessary host-RAM pressure.
+
+    On CUDA (Windows/Linux) the memory figure is discrete (total) VRAM, and
+    "full_models_loading" (>=31 GB) holds the fp8-halved (~23 GB) transformer
+    resident. On Apple Silicon (Darwin) there is no discrete VRAM — the GPU shares
+    system RAM — so ``ram_gb`` is the *available* (free) RAM, not total: total RAM
+    overstates real headroom once the OS/Electron/app are already running. Gated on
+    MPS being available (i.e. Apple Silicon, not an Intel Mac, which has no MPS
+    backend and stays unsupported).
+
+    Darwin's "full_models_loading" (>=``DARWIN_FULL_RESIDENT_FLOOR_GB``) is NOT the
+    same regime as CUDA's: MPS has no fp8 path, so it holds the *full* ~46 GB bf16
+    transformer resident — roughly 2x CUDA's resident footprint at its own
+    full-loading floor. Below that, Darwin streams (mmap via OffloadMode.DISK, not
+    CUDA's pinned-host-RAM-then-copy OffloadMode.CPU — see
+    ``services.ltx_pipeline_common.offload_mode_for_prefetch_count``). Streaming was
+    the only Darwin path validated end-to-end (M4 Pro, 48 GB); the full-resident
+    tier above is unverified on real hardware, see ``DARWIN_FULL_RESIDENT_FLOOR_GB``.
     """
     if system == "Darwin":
-        return "unsupported"
+        if not mps_available:
+            return "unsupported"
+        if ram_gb is None:
+            return "unsupported"
+        if ram_gb < DARWIN_STREAMING_FLOOR_GB:
+            return "unsupported"
+        if ram_gb >= DARWIN_FULL_RESIDENT_FLOOR_GB:
+            return "full_models_loading"
+        return "streaming_models_loading"
 
     if system in ("Windows", "Linux"):
         if not cuda_available:
diff --git a/backend/server_utils/heartbeat.py b/backend/server_utils/heartbeat.py
new file mode 100644
index 000000000..e6f5d2102
--- /dev/null
+++ b/backend/server_utils/heartbeat.py
@@ -0,0 +1,92 @@
+"""Generic progress heartbeat for long, callback-less blocking calls (generation).
+
+A daemon thread logs elapsed time on an interval while the wrapped block runs, so a
+long generation is distinguishable from a hang. It also logs GPU memory per device:
+
+- CUDA: allocated / reserved / peak vs total device memory
+- MPS: torch-tracked / driver / max memory + the active mps-sdpa attention backend
+  counts (surfaces the pyobjc-fallback leak — driver climbs while torch stays flat)
+- CPU-only: elapsed time only
+
+Used by both plain video generation and IC-LoRA generation.
+"""
+
+from __future__ import annotations
+
+import logging
+import time
+from collections.abc import Iterator
+from contextlib import contextmanager
+from threading import Event, Thread
+
+from mps_prebuilt_ext import mps_memory_sample, reset_mps_sdpa_stats
+from server_utils.units import gib
+
+logger = logging.getLogger(__name__)
+
+
+def _cuda_memory_sample() -> str | None:
+    """One-line CUDA memory snapshot, or None when CUDA isn't the active device."""
+    import torch  # noqa: PLC0415
+
+    if not torch.cuda.is_available():
+        return None
+    try:
+        free, total = torch.cuda.mem_get_info()
+        return (
+            f"allocated={gib(torch.cuda.memory_allocated()):.2f}GiB "
+            f"reserved={gib(torch.cuda.memory_reserved()):.2f}GiB "
+            f"peak={gib(torch.cuda.max_memory_allocated()):.2f}GiB "
+            f"free={gib(free):.2f}/{gib(total):.2f}GiB"
+        )
+    except Exception:
+        logger.warning("[heartbeat] cuda sample failed", exc_info=True)
+        return None
+
+
+def _device_sample() -> str | None:
+    """GPU memory snapshot for whichever accelerator is active (CUDA or MPS), else None."""
+    return _cuda_memory_sample() or mps_memory_sample()
+
+
+def _reset_stats() -> None:
+    """Reset per-run counters so a heartbeat's peak/backend counts start fresh."""
+    reset_mps_sdpa_stats()  # no-op off MPS
+    try:
+        import torch  # noqa: PLC0415
+
+        if torch.cuda.is_available():
+            torch.cuda.reset_peak_memory_stats()
+    except Exception:
+        pass
+
+
+@contextmanager
+def log_heartbeat(label: str, interval_s: float = 15.0) -> Iterator[None]:
+    """Tick elapsed time (+ GPU memory when available) while the wrapped block runs."""
+    _reset_stats()
+    stop = Event()
+    start = time.perf_counter()
+
+    def _beat() -> None:
+        while not stop.wait(interval_s):
+            elapsed = time.perf_counter() - start
+            sample = _device_sample()
+            if sample is not None:
+                logger.info("[heartbeat] %s %.0fs | %s", label, elapsed, sample)
+            else:
+                logger.info("[heartbeat] %s still running… %.0fs elapsed", label, elapsed)
+
+    thread = Thread(target=_beat, name="generation-heartbeat", daemon=True)
+    thread.start()
+    try:
+        yield
+    finally:
+        stop.set()
+        thread.join(timeout=1.0)
+        elapsed = time.perf_counter() - start
+        sample = _device_sample()
+        if sample is not None:
+            logger.info("[heartbeat] %s done %.0fs | %s", label, elapsed, sample)
+        else:
+            logger.info("[heartbeat] %s done %.0fs", label, elapsed)
diff --git a/backend/server_utils/units.py b/backend/server_utils/units.py
new file mode 100644
index 000000000..cf9cbb5b0
--- /dev/null
+++ b/backend/server_utils/units.py
@@ -0,0 +1,8 @@
+"""Small byte-size helpers shared across server utilities."""
+
+from __future__ import annotations
+
+
+def gib(n_bytes: int) -> float:
+    """Bytes to GiB."""
+    return n_bytes / (1024**3)
diff --git a/backend/services/__init__.py b/backend/services/__init__.py
index 7cfced375..7bb0874d1 100644
--- a/backend/services/__init__.py
+++ b/backend/services/__init__.py
@@ -9,7 +9,7 @@
     GpuInfo,
     HTTPClient,
     HttpResponseLike,
-    HttpTimeoutError,
+    HttpTransportError,
     IcLoraPipeline,
     LTXAPIClient,
     ModelDownloader,
@@ -22,7 +22,7 @@
 
 __all__ = [
     "HttpResponseLike",
-    "HttpTimeoutError",
+    "HttpTransportError",
     "HTTPClient",
     "ModelDownloader",
     "GpuCleaner",
diff --git a/backend/services/a2v_pipeline/a2v_pipeline.py b/backend/services/a2v_pipeline/a2v_pipeline.py
index 6c6ce3447..9eaab633c 100644
--- a/backend/services/a2v_pipeline/a2v_pipeline.py
+++ b/backend/services/a2v_pipeline/a2v_pipeline.py
@@ -18,6 +18,7 @@ def create(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "A2VPipeline": ...
 
     def generate(
diff --git a/backend/services/a2v_pipeline/distilled_a2v_pipeline.py b/backend/services/a2v_pipeline/distilled_a2v_pipeline.py
index 44fb2066f..632e77996 100644
--- a/backend/services/a2v_pipeline/distilled_a2v_pipeline.py
+++ b/backend/services/a2v_pipeline/distilled_a2v_pipeline.py
@@ -7,11 +7,12 @@
 
 from __future__ import annotations
 
-from collections.abc import Iterator
+from collections.abc import Iterator, Sequence
 from typing import TYPE_CHECKING, Any, cast
 
 import torch
 
+from services.ltx_pipeline_common import offload_mode_for_prefetch_count
 from services.services_utils import AudioOrNone, TilingConfigType
 
 if TYPE_CHECKING:
@@ -31,9 +32,10 @@ def __init__(
         distilled_checkpoint_path: str,
         gemma_root: str,
         spatial_upsampler_path: str,
-        loras: LoraPathStrengthAndSDOps | None = None,
+        loras: Sequence[LoraPathStrengthAndSDOps] | None = None,
         device: torch.device | None = None,
         quantization: Any | None = None,
+        streaming_prefetch_count: int | None = None,
     ) -> None:
         from ltx_pipelines.utils.blocks import (
             AudioConditioner,
@@ -50,9 +52,10 @@ def __init__(
 
         self.device = device
         self.dtype = torch.bfloat16
+        offload_mode = offload_mode_for_prefetch_count(streaming_prefetch_count, device)
 
         self.prompt_encoder = PromptEncoder(
-            distilled_checkpoint_path, gemma_root, self.dtype, device,
+            distilled_checkpoint_path, gemma_root, self.dtype, device, offload_mode=offload_mode,
         )
         self.image_conditioner = ImageConditioner(
             distilled_checkpoint_path, self.dtype, device,
@@ -60,12 +63,13 @@ def __init__(
         self.audio_conditioner = AudioConditioner(
             distilled_checkpoint_path, self.dtype, device,
         )
-        self.stage = DiffusionStage(
+        self.stage = DiffusionStage.from_checkpoint(  # type: ignore[reportUnknownMemberType]
             distilled_checkpoint_path,
             self.dtype,
             device,
-            loras=tuple(loras) if loras else (),  # type: ignore[arg-type]
+            loras=tuple(loras) if loras else (),
             quantization=quantization,
+            offload_mode=offload_mode,
         )
         self.upsampler = VideoUpsampler(
             distilled_checkpoint_path, spatial_upsampler_path, self.dtype, device,
@@ -88,7 +92,6 @@ def __call__(
         audio_start_time: float = 0.0,
         audio_max_duration: float | None = None,
         tiling_config: TilingConfigType | None = None,
-        streaming_prefetch_count: int | None = None,
     ) -> tuple[Iterator[torch.Tensor], AudioOrNone]:
         from ltx_core.components.noisers import GaussianNoiser
         from ltx_core.model.audio_vae import encode_audio as vae_encode_audio
@@ -111,7 +114,7 @@ def __call__(
         dtype = torch.bfloat16
 
         # Text encode (positive only).
-        (ctx_p,) = self.prompt_encoder([prompt], streaming_prefetch_count=streaming_prefetch_count)
+        (ctx_p,) = self.prompt_encoder([prompt])
         video_context = ctx_p.video_encoding
         audio_context = ctx_p.audio_encoding
         assert audio_context is not None, "A2V pipeline requires audio context from text encoder"
@@ -162,7 +165,6 @@ def __call__(
                 noise_scale=0.0,
                 initial_latent=encoded_audio_latent,
             ),
-            streaming_prefetch_count=streaming_prefetch_count,
         )
 
         # Upsample video 2x.
@@ -202,7 +204,6 @@ def __call__(
                 noise_scale=0.0,
                 initial_latent=encoded_audio_latent,
             ),
-            streaming_prefetch_count=streaming_prefetch_count,
         )
 
         # Decode video; return original audio (not VAE-decoded) for fidelity.
diff --git a/backend/services/a2v_pipeline/ltx_a2v_pipeline.py b/backend/services/a2v_pipeline/ltx_a2v_pipeline.py
index 1077f3eb9..821dc75fd 100644
--- a/backend/services/a2v_pipeline/ltx_a2v_pipeline.py
+++ b/backend/services/a2v_pipeline/ltx_a2v_pipeline.py
@@ -20,6 +20,7 @@ def create(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "LTXa2vPipeline":
         return LTXa2vPipeline(
             checkpoint_path=checkpoint_path,
@@ -27,6 +28,7 @@ def create(
             upsampler_path=upsampler_path,
             device=device,
             streaming_prefetch_count=streaming_prefetch_count,
+            loras=loras or [],
         )
 
     def __init__(
@@ -36,18 +38,27 @@ def __init__(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> None:
-        from ltx_core.quantization import QuantizationPolicy
+        from ltx_core.loader.primitives import LoraPathStrengthAndSDOps
+        from ltx_core.loader.sd_ops import LTXV_LORA_COMFY_RENAMING_MAP
+        from ltx_core.quantization.fp8_cast import build_policy as build_fp8_cast_policy
 
         from services.a2v_pipeline.distilled_a2v_pipeline import DistilledA2VPipeline
 
-        self._streaming_prefetch_count = streaming_prefetch_count
+        lora_entries = [
+            LoraPathStrengthAndSDOps(path=path, strength=scale, sd_ops=LTXV_LORA_COMFY_RENAMING_MAP)
+            for path, scale in (loras or [])
+        ]
+
         self.pipeline = DistilledA2VPipeline(
             distilled_checkpoint_path=checkpoint_path,
             gemma_root=cast(str, gemma_root),
             spatial_upsampler_path=upsampler_path,
+            loras=lora_entries,
             device=device,
-            quantization=QuantizationPolicy.fp8_cast() if device_supports_fp8(device) else None,
+            quantization=build_fp8_cast_policy(checkpoint_path) if device_supports_fp8(device) else None,
+            streaming_prefetch_count=streaming_prefetch_count,
         )
 
     def _run_inference(
@@ -78,7 +89,6 @@ def _run_inference(
             audio_start_time=audio_start_time,
             audio_max_duration=audio_max_duration,
             tiling_config=tiling_config,
-            streaming_prefetch_count=self._streaming_prefetch_count,
         )
 
     @torch.inference_mode()
diff --git a/backend/services/fast_video_pipeline/fast_video_pipeline.py b/backend/services/fast_video_pipeline/fast_video_pipeline.py
index 13a3697ad..dfdb437ed 100644
--- a/backend/services/fast_video_pipeline/fast_video_pipeline.py
+++ b/backend/services/fast_video_pipeline/fast_video_pipeline.py
@@ -20,6 +20,7 @@ def create(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "FastVideoPipeline":
         ...
 
diff --git a/backend/services/fast_video_pipeline/ltx_fast_video_pipeline.py b/backend/services/fast_video_pipeline/ltx_fast_video_pipeline.py
index 50d47292c..80d145545 100644
--- a/backend/services/fast_video_pipeline/ltx_fast_video_pipeline.py
+++ b/backend/services/fast_video_pipeline/ltx_fast_video_pipeline.py
@@ -9,7 +9,12 @@
 import torch
 
 from api_types import ImageConditioningInput
-from services.ltx_pipeline_common import default_tiling_config, encode_video_output, video_chunks_number
+from services.ltx_pipeline_common import (
+    default_tiling_config,
+    encode_video_output,
+    offload_mode_for_prefetch_count,
+    video_chunks_number,
+)
 from services.services_utils import AudioOrNone, TilingConfigType, device_supports_fp8
 
 
@@ -23,6 +28,7 @@ def create(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "LTXFastVideoPipeline":
         return LTXFastVideoPipeline(
             checkpoint_path=checkpoint_path,
@@ -30,6 +36,7 @@ def create(
             upsampler_path=upsampler_path,
             device=device,
             streaming_prefetch_count=streaming_prefetch_count,
+            loras=loras or [],
         )
 
     def __init__(
@@ -39,24 +46,34 @@ def __init__(
         upsampler_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> None:
-        from ltx_core.quantization import QuantizationPolicy
+        from ltx_core.loader.primitives import LoraPathStrengthAndSDOps
+        from ltx_core.loader.sd_ops import LTXV_LORA_COMFY_RENAMING_MAP
+        from ltx_core.quantization.fp8_cast import build_policy as build_fp8_cast_policy
         from ltx_pipelines.distilled import DistilledPipeline
 
         self._checkpoint_path = checkpoint_path
         self._gemma_root = gemma_root
         self._upsampler_path = upsampler_path
         self._device = device
-        self._streaming_prefetch_count = streaming_prefetch_count
-        self._quantization = QuantizationPolicy.fp8_cast() if device_supports_fp8(device) else None
+        self._offload_mode = offload_mode_for_prefetch_count(streaming_prefetch_count, device)
+        self._quantization = build_fp8_cast_policy(checkpoint_path) if device_supports_fp8(device) else None
+        self._loras = loras or []
+
+        lora_entries = [
+            LoraPathStrengthAndSDOps(path=path, strength=scale, sd_ops=LTXV_LORA_COMFY_RENAMING_MAP)
+            for path, scale in self._loras
+        ]
 
         self.pipeline = DistilledPipeline(
             distilled_checkpoint_path=checkpoint_path,
             gemma_root=cast(str, gemma_root),
             spatial_upsampler_path=upsampler_path,
-            loras=[],
+            loras=lora_entries,
             device=device,
             quantization=self._quantization,
+            offload_mode=self._offload_mode,
         )
 
     def _run_inference(
@@ -81,7 +98,6 @@ def _run_inference(
             frame_rate=frame_rate,
             images=[_LtxImageInput(img.path, img.frame_idx, img.strength) for img in images],
             tiling_config=tiling_config,
-            streaming_prefetch_count=self._streaming_prefetch_count,
         )
 
     @torch.inference_mode()
@@ -133,14 +149,23 @@ def warmup(self, output_path: str) -> None:
                 os.unlink(output_path)
 
     def compile_transformer(self) -> None:
+        from ltx_core.loader.primitives import LoraPathStrengthAndSDOps
+        from ltx_core.loader.sd_ops import LTXV_LORA_COMFY_RENAMING_MAP
+        from ltx_core.model.transformer.compiling import CompilationConfig
         from ltx_pipelines.distilled import DistilledPipeline
 
+        lora_entries = [
+            LoraPathStrengthAndSDOps(path=path, strength=scale, sd_ops=LTXV_LORA_COMFY_RENAMING_MAP)
+            for path, scale in self._loras
+        ]
+
         self.pipeline = DistilledPipeline(
             distilled_checkpoint_path=self._checkpoint_path,
             gemma_root=cast(str, self._gemma_root),
             spatial_upsampler_path=self._upsampler_path,
-            loras=[],
+            loras=lora_entries,
             device=self._device,
             quantization=self._quantization,
-            torch_compile=True,
+            offload_mode=self._offload_mode,
+            compilation_config=CompilationConfig(),
         )
diff --git a/backend/services/gpu_info/gpu_info.py b/backend/services/gpu_info/gpu_info.py
index 9b54ce5bb..d95a111ae 100644
--- a/backend/services/gpu_info/gpu_info.py
+++ b/backend/services/gpu_info/gpu_info.py
@@ -29,3 +29,6 @@ def get_device_name(self) -> str | None:
 
     def get_vram_total_gb(self) -> int | None:
         ...
+
+    def get_available_ram_gb(self) -> int | None:
+        ...
diff --git a/backend/services/gpu_info/gpu_info_impl.py b/backend/services/gpu_info/gpu_info_impl.py
index d0c695dab..b4e26032a 100644
--- a/backend/services/gpu_info/gpu_info_impl.py
+++ b/backend/services/gpu_info/gpu_info_impl.py
@@ -9,6 +9,7 @@
 import sys
 from typing import Protocol, cast
 
+import psutil
 import torch
 
 from services.gpu_info.gpu_info import GpuTelemetryPayload
@@ -140,3 +141,13 @@ def get_vram_total_gb(self) -> int | None:
                 return None
 
         return None
+
+    def get_available_ram_gb(self) -> int | None:
+        """Free/available system RAM, not total -- used to gate local generation on
+        Apple Silicon (unified memory shared with the OS/app, so total RAM alone
+        overstates real headroom)."""
+        try:
+            return int(psutil.virtual_memory().available // (1024**3))
+        except Exception:
+            logger.warning("Failed to query available system RAM", exc_info=True)
+            return None
diff --git a/backend/services/http_client/__init__.py b/backend/services/http_client/__init__.py
index 7303f59b3..c9ba9d710 100644
--- a/backend/services/http_client/__init__.py
+++ b/backend/services/http_client/__init__.py
@@ -1,3 +1,3 @@
-from services.http_client.http_client import HTTPClient, HttpResponseLike, HttpTimeoutError
+from services.http_client.http_client import HTTPClient, HttpResponseLike, HttpTransportError
 
-__all__ = ["HTTPClient", "HttpResponseLike", "HttpTimeoutError"]
+__all__ = ["HTTPClient", "HttpResponseLike", "HttpTransportError"]
diff --git a/backend/services/http_client/http_client.py b/backend/services/http_client/http_client.py
index d15151601..67e4ea23a 100644
--- a/backend/services/http_client/http_client.py
+++ b/backend/services/http_client/http_client.py
@@ -8,8 +8,9 @@
 from services.services_utils import JSONValue, RequestData
 
 
-class HttpTimeoutError(Exception):
-    """Raised by HTTP service implementations when a request times out."""
+class HttpTransportError(Exception):
+    """Raised by HTTP service implementations on a transport-level failure (timeout,
+    connection reset, or broken chunked stream) — the request didn't complete."""
 
 
 class HttpResponseLike(Protocol):
diff --git a/backend/services/http_client/http_client_impl.py b/backend/services/http_client/http_client_impl.py
index b674137e4..df129656f 100644
--- a/backend/services/http_client/http_client_impl.py
+++ b/backend/services/http_client/http_client_impl.py
@@ -7,11 +7,20 @@
 
 import requests
 
-from services.http_client.http_client import HttpTimeoutError
+from services.http_client.http_client import HttpTransportError
 from services.services_utils import JSONValue, RequestData
 
 logger = logging.getLogger(__name__)
 
+# Transport-level failures (timeout, connection reset, broken chunked stream). All are
+# treated the same: the request didn't complete, so callers can retry. Connection resets
+# mid-response (ChunkedEncodingError) are common on long-running sync generations.
+_TRANSPORT_ERRORS = (
+    requests.exceptions.Timeout,
+    requests.exceptions.ConnectionError,
+    requests.exceptions.ChunkedEncodingError,
+)
+
 
 class HTTPClientImpl:
     """Wraps requests.* for external API calls."""
@@ -26,9 +35,9 @@ def post(
     ) -> requests.Response:
         try:
             return requests.post(url, headers=headers, json=json_payload, data=data, timeout=timeout)
-        except requests.exceptions.Timeout as exc:
-            logger.error("HTTP POST timed out: %s", url, exc_info=True)
-            raise HttpTimeoutError(str(exc)) from exc
+        except _TRANSPORT_ERRORS as exc:
+            logger.error("HTTP POST failed (transport): %s", url, exc_info=True)
+            raise HttpTransportError(str(exc)) from exc
 
     def get(
         self,
@@ -38,9 +47,9 @@ def get(
     ) -> requests.Response:
         try:
             return requests.get(url, headers=headers, timeout=timeout)
-        except requests.exceptions.Timeout as exc:
-            logger.error("HTTP GET timed out: %s", url, exc_info=True)
-            raise HttpTimeoutError(str(exc)) from exc
+        except _TRANSPORT_ERRORS as exc:
+            logger.error("HTTP GET failed (transport): %s", url, exc_info=True)
+            raise HttpTransportError(str(exc)) from exc
 
     def put(
         self,
@@ -51,6 +60,6 @@ def put(
     ) -> requests.Response:
         try:
             return requests.put(url, data=data, headers=headers, timeout=timeout)
-        except requests.exceptions.Timeout as exc:
-            logger.error("HTTP PUT timed out: %s", url, exc_info=True)
-            raise HttpTimeoutError(str(exc)) from exc
+        except _TRANSPORT_ERRORS as exc:
+            logger.error("HTTP PUT failed (transport): %s", url, exc_info=True)
+            raise HttpTransportError(str(exc)) from exc
diff --git a/backend/services/ic_lora_pipeline/ic_lora_pipeline.py b/backend/services/ic_lora_pipeline/ic_lora_pipeline.py
index 2542fa832..036d347ec 100644
--- a/backend/services/ic_lora_pipeline/ic_lora_pipeline.py
+++ b/backend/services/ic_lora_pipeline/ic_lora_pipeline.py
@@ -19,6 +19,7 @@ def create(
         lora_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        lora_strength: float = 1.0,
     ) -> "IcLoraPipeline":
         ...
 
@@ -33,5 +34,11 @@ def generate(
         images: list[ImageConditioningInput],
         video_conditioning: list[tuple[str, float]],
         output_path: str,
+        skip_stage_2: bool = False,
+        use_lora_in_stage_2: bool = False,
+        resolution_factor: float = 2.0,
+        source_audio_path: str | None = None,
+        mute_audio: bool = False,
+        conditioning_mask_path: str | None = None,
     ) -> None:
         ...
diff --git a/backend/services/ic_lora_pipeline/ltx_ic_lora_pipeline.py b/backend/services/ic_lora_pipeline/ltx_ic_lora_pipeline.py
index cc66d06d5..79427ae72 100644
--- a/backend/services/ic_lora_pipeline/ltx_ic_lora_pipeline.py
+++ b/backend/services/ic_lora_pipeline/ltx_ic_lora_pipeline.py
@@ -2,15 +2,29 @@
 
 from __future__ import annotations
 
+import json
+import logging
+import re
+import struct
 from collections.abc import Iterator
+from pathlib import Path
 from typing import cast
 
+import numpy as np
 import torch
+from numpy.typing import NDArray
 
 from api_types import ImageConditioningInput
-from services.ltx_pipeline_common import default_tiling_config, encode_video_output, video_chunks_number
+from services.ltx_pipeline_common import (
+    default_tiling_config,
+    encode_video_output,
+    offload_mode_for_prefetch_count,
+    video_chunks_number,
+)
 from services.services_utils import AudioOrNone, TilingConfigType, device_supports_fp8
 
+logger = logging.getLogger(__name__)
+
 
 class LTXIcLoraPipeline:
     @staticmethod
@@ -21,6 +35,7 @@ def create(
         lora_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        lora_strength: float = 1.0,
     ) -> "LTXIcLoraPipeline":
         return LTXIcLoraPipeline(
             checkpoint_path=checkpoint_path,
@@ -29,6 +44,7 @@ def create(
             lora_path=lora_path,
             device=device,
             streaming_prefetch_count=streaming_prefetch_count,
+            lora_strength=lora_strength,
         )
 
     def __init__(
@@ -39,22 +55,96 @@ def __init__(
         lora_path: str,
         device: torch.device,
         streaming_prefetch_count: int | None,
+        lora_strength: float = 1.0,
     ) -> None:
         from ltx_core.loader.primitives import LoraPathStrengthAndSDOps
         from ltx_core.loader.sd_ops import LTXV_LORA_COMFY_RENAMING_MAP
-        from ltx_core.quantization import QuantizationPolicy
+        from ltx_core.quantization.fp8_cast import build_policy as build_fp8_cast_policy
         from ltx_pipelines.ic_lora import ICLoraPipeline
+        from ltx_pipelines.utils.types import OffloadMode
 
-        self._streaming_prefetch_count = streaming_prefetch_count
-        lora_entry = LoraPathStrengthAndSDOps(path=lora_path, strength=1.0, sd_ops=LTXV_LORA_COMFY_RENAMING_MAP)
+        self._device = device
+        self._validate_lora_keys(lora_path)
+        lora_entry = LoraPathStrengthAndSDOps(path=lora_path, strength=lora_strength, sd_ops=LTXV_LORA_COMFY_RENAMING_MAP)
+        self._checkpoint_path = checkpoint_path
+        self._quantization = build_fp8_cast_policy(checkpoint_path) if device_supports_fp8(device) else None
+        offload_mode = offload_mode_for_prefetch_count(streaming_prefetch_count, device)
         self.pipeline = ICLoraPipeline(
             distilled_checkpoint_path=checkpoint_path,
             spatial_upsampler_path=upsampler_path,
             gemma_root=cast(str, gemma_root),
             loras=[lora_entry],
             device=device,
-            quantization=QuantizationPolicy.fp8_cast() if device_supports_fp8(device) else None,
+            quantization=self._quantization,
+            offload_mode=offload_mode,
         )
+        # use_lora_in_stage_2 conditions stage 2 on the full-res reference video (~doubles
+        # the attention sequence). A fully-resident stage 2 (offload_mode NONE, i.e. no
+        # streaming_prefetch_count was set) can overflow VRAM even on high-VRAM cards.
+        # Tracked here so _ensure_stage_2_streams_for_lora can force streaming, once, the
+        # first time use_lora_in_stage_2 is actually requested -- construction-time, not
+        # per-call, per services.patches.ic_lora_stage2_lora's note on this. See there.
+        self._stage_2_streams = offload_mode != OffloadMode.NONE
+
+    @staticmethod
+    def _validate_lora_keys(lora_path: str) -> None:
+        """Warn at load time if the LoRA won't actually apply.
+
+        A LoRA in an unexpected key format (PEFT / trainer-native instead of the
+        published `…transformer_blocks.N.attn*.lora_A/B` shape) maps onto ~0 model
+        modules and loads as an identity no-op — producing zero effect with no error.
+        This is a header-only read (8-byte length + JSON); it does not load tensor data.
+        """
+        try:
+            file_size = Path(lora_path).stat().st_size
+            with open(lora_path, "rb") as f:
+                (header_size,) = struct.unpack("<Q", f.read(8))
+                # safetensors header length is read from the file's own <Q; guard it against the
+                # actual size so a corrupt/non-safetensors file can't ask us to read absurd bytes.
+                if header_size <= 0 or header_size > file_size - 8:
+                    raise ValueError(f"invalid safetensors header size {header_size} (file {file_size}B)")
+                header: dict[str, object] = json.loads(f.read(header_size).decode("utf-8"))
+        except Exception as exc:
+            logger.warning("[ic-lora] could not read LoRA keys from %s: %s", lora_path, exc)
+            return
+
+        name = Path(lora_path).name
+        keys = [k for k in header if k != "__metadata__"]
+        adapter_keys = [k for k in keys if "lora_A" in k or "lora_B" in k]
+        targeted = [k for k in adapter_keys if re.search(r"transformer_blocks\.\d+\.(attn|ff)", k)]
+        if not adapter_keys:
+            logger.warning(
+                "[ic-lora] %s has no lora_A/lora_B tensors — it will load as a no-op (no effect).", name
+            )
+        elif not targeted:
+            logger.warning(
+                "[ic-lora] %s: %d adapter tensors but none target transformer attn/ff blocks "
+                "(unexpected key format) — effect likely won't apply.",
+                name, len(adapter_keys),
+            )
+        else:
+            logger.info(
+                "[ic-lora] %s: %d adapter tensors targeting %d transformer modules.",
+                name, len(adapter_keys), len(targeted),
+            )
+
+    def _ensure_stage_2_streams_for_lora(self) -> None:
+        """Force stage 2 onto the streaming path the first time use_lora_in_stage_2 is
+        requested, and keep it that way for this pipeline's lifetime (construction-time
+        override, not a per-call one -- see the note in services.patches.ic_lora_stage2_lora).
+        No-op if stage 2 already streams (streaming_prefetch_count was already set)."""
+        if self._stage_2_streams:
+            return
+        from ltx_pipelines.utils.blocks import DiffusionStage
+
+        self.pipeline.stage_2 = DiffusionStage.from_checkpoint(  # type: ignore[reportUnknownMemberType]
+            self._checkpoint_path,
+            self.pipeline.dtype,
+            self._device,
+            quantization=self._quantization,
+            offload_mode=offload_mode_for_prefetch_count(1, self._device),
+        )
+        self._stage_2_streams = True
 
     def _run_inference(
         self,
@@ -67,6 +157,8 @@ def _run_inference(
         images: list[ImageConditioningInput],
         video_conditioning: list[tuple[str, float]],
         tiling_config: TilingConfigType,
+        skip_stage_2: bool,
+        conditioning_attention_mask: torch.Tensor | None,
     ) -> tuple[torch.Tensor | Iterator[torch.Tensor], AudioOrNone]:
         from ltx_pipelines.utils.args import ImageConditioningInput as _LtxImageInput
 
@@ -80,9 +172,53 @@ def _run_inference(
             images=[_LtxImageInput(img.path, img.frame_idx, img.strength) for img in images],
             video_conditioning=video_conditioning,
             tiling_config=tiling_config,
-            streaming_prefetch_count=self._streaming_prefetch_count,
+            skip_stage_2=skip_stage_2,
+            conditioning_attention_mask=conditioning_attention_mask,
         )
 
+    def _load_mask_tensor(self, path: str, num_frames: int) -> torch.Tensor:
+        """Load an outpaint mask video as a (1, 1, F, H, W) float tensor in [0, 1].
+
+        The mask is static across time (the preprocessor writes a single frame), so we read
+        one frame and broadcast it to num_frames via expand — a view, not F materialized
+        copies — to avoid a VRAM spike on long/high-res clips. F is pinned to num_frames so
+        it matches the reference video the upstream pipeline downsamples it against.
+        """
+        import cv2
+
+        cap = cv2.VideoCapture(path)
+        try:
+            ok, frame = cap.read()
+        finally:
+            cap.release()
+        if not ok:
+            raise ValueError(f"could not read outpaint mask video: {path}")
+        gray: NDArray[np.float32] = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY).astype(np.float32) / 255.0  # (H, W)
+        single = torch.as_tensor(gray, dtype=torch.float32).to(self._device)  # (H, W)
+        return single[None, None, None].expand(1, 1, num_frames, -1, -1)  # (1, 1, F, H, W) broadcast view
+
+    def _load_source_audio(self, path: str) -> AudioOrNone:
+        from dataclasses import replace
+
+        from ltx_pipelines.utils.media_io import decode_audio_from_file
+
+        src = decode_audio_from_file(path, self._device)
+        if src is None:
+            return None
+        # decode_audio_from_file returns (1, channels, samples), but encode_video's writer
+        # expects a 2D (channels, samples) tensor with exactly 2 channels. Feeding the 3D
+        # tensor flattens it in planar order (LL..RR) and it gets misread as interleaved
+        # stereo (LRLR..) -> the audio plays sped up and loops. Drop the batch dim and
+        # normalize to stereo.
+        waveform = src.waveform
+        if waveform.ndim == 3:
+            waveform = waveform.squeeze(0)
+        if waveform.shape[0] == 1:
+            waveform = waveform.repeat(2, 1)
+        elif waveform.shape[0] > 2:
+            waveform = waveform[:2]
+        return replace(src, waveform=waveform)
+
     @torch.inference_mode()
     def generate(
         self,
@@ -95,18 +231,105 @@ def generate(
         images: list[ImageConditioningInput],
         video_conditioning: list[tuple[str, float]],
         output_path: str,
+        skip_stage_2: bool = False,
+        use_lora_in_stage_2: bool = False,
+        resolution_factor: float = 2.0,
+        source_audio_path: str | None = None,
+        mute_audio: bool = False,
+        conditioning_mask_path: str | None = None,
     ) -> None:
-        tiling_config = default_tiling_config()
-        video, audio = self._run_inference(
-            prompt=prompt,
-            seed=seed,
-            height=height,
-            width=width,
-            num_frames=num_frames,
-            frame_rate=frame_rate,
-            images=images,
-            video_conditioning=video_conditioning,
-            tiling_config=tiling_config,
+        # When Stage 2 runs, optionally keep the IC-LoRA active in it (so the
+        # transformation survives refinement). Honoured by
+        # services.patches.ic_lora_stage2_lora; a no-op attribute otherwise.
+        if use_lora_in_stage_2:
+            self._ensure_stage_2_streams_for_lora()
+        self.pipeline.use_lora_in_stage_2 = use_lora_in_stage_2  # type: ignore[attr-defined]
+        # Stage-1-only outputs height//2 x width//2. Scale the passed canvas by
+        # resolution_factor so the result lands at the desired fraction of native
+        # (2.0 = native target, 1.0 = half). Round to a multiple of 128: stage-1 runs
+        # at canvas//2, and its latent (px//32) must be even for the 2x patchify — so
+        # the full canvas must be divisible by 128 (e.g. 1.5x on a 2:1 clip otherwise
+        # yields stage-1 height 288 -> odd latent 9 -> patchify crash).
+        if skip_stage_2:
+            width = max(128, round(width * resolution_factor / 128) * 128)
+            height = max(128, round(height * resolution_factor / 128) * 128)
+        # Outpainting: a pixel-space keep=1/pad=0 mask tells the model to preserve the
+        # reference where it's kept and generate freely in the new canvas region.
+        conditioning_attention_mask = (
+            self._load_mask_tensor(conditioning_mask_path, num_frames)
+            if conditioning_mask_path is not None
+            else None
         )
-        chunks = video_chunks_number(num_frames, tiling_config)
-        encode_video_output(video=video, audio=audio, fps=int(frame_rate), output_path=output_path, video_chunks_number_value=chunks)
+        # Stage-1 (the heavy diffusion) runs at half the passed canvas — this is the main
+        # cost driver, so log it to make slow runs explicable.
+        logger.info(
+            "[ic-lora] stage-1 %dx%d, %d frames (skip_stage_2=%s, resolution_factor=%.2f)",
+            width // 2, height // 2, num_frames, skip_stage_2, resolution_factor,
+        )
+        cuda = torch.cuda.is_available() and self._device.type == "cuda"
+        base_gb = 0.0
+        if cuda:
+            torch.cuda.reset_peak_memory_stats(self._device)
+            base_gb = torch.cuda.memory_allocated(self._device) / 1e9
+            free_gb = torch.cuda.mem_get_info(self._device)[0] / 1e9
+            if free_gb < 3.0:
+                logger.warning(
+                    "[ic-lora] only %.1f GB VRAM free at inference start — likely to crawl or OOM; "
+                    "reduce frames (shorter clip / lower FPS) or RES FACTOR.",
+                    free_gb,
+                )
+        tiling_config = default_tiling_config()
+        try:
+            video, audio = self._run_inference(
+                prompt=prompt,
+                seed=seed,
+                height=height,
+                width=width,
+                num_frames=num_frames,
+                frame_rate=frame_rate,
+                images=images,
+                video_conditioning=video_conditioning,
+                tiling_config=tiling_config,
+                skip_stage_2=skip_stage_2,
+                conditioning_attention_mask=conditioning_attention_mask,
+            )
+            # Audio: "off" drops it entirely; "source" muxes the input clip's soundtrack and
+            # discards the prompt-synthesized model audio; otherwise keep the generated audio.
+            if mute_audio:
+                audio = None
+            elif source_audio_path is not None:
+                audio = self._load_source_audio(source_audio_path)
+                if audio is not None:
+                    from dataclasses import replace
+
+                    v_dur = num_frames / frame_rate
+                    # Trim the source soundtrack to the generated video's length. A longer
+                    # source (e.g. an 8s clip rendered to 5s) would otherwise keep playing
+                    # over a frozen last frame.
+                    max_samples = int(round(v_dur * audio.sampling_rate))
+                    if audio.waveform.shape[-1] > max_samples:
+                        audio = replace(audio, waveform=audio.waveform[..., :max_samples])
+                    a_dur = audio.waveform.shape[-1] / audio.sampling_rate
+                    logger.info(
+                        "[ic-lora] source audio: %dHz %dch %.2fs (video %.2fs)%s",
+                        audio.sampling_rate, audio.waveform.shape[0], a_dur, v_dur,
+                        "" if abs(a_dur - v_dur) < 0.1 else "  MISMATCH",
+                    )
+            chunks = video_chunks_number(num_frames, tiling_config)
+            # round(), not int(): avoids truncating e.g. 23.976 -> 23 (encode_video int()s again).
+            encode_video_output(video=video, audio=audio, fps=round(frame_rate), output_path=output_path, video_chunks_number_value=chunks)
+        except torch.cuda.OutOfMemoryError:
+            logger.error(
+                "[ic-lora] CUDA OOM at stage-1 %dx%d x %d frames — lower RES FACTOR or trim the clip.",
+                width // 2, height // 2, num_frames,
+            )
+            raise
+        if cuda:
+            peak_alloc = torch.cuda.max_memory_allocated(self._device) / 1e9
+            peak_resv = torch.cuda.max_memory_reserved(self._device) / 1e9
+            # base = weights resident at start; (peak_alloc - base) = activation demand;
+            # reserved = what nvidia-smi shows (allocator pool, usually higher than alloc).
+            logger.info(
+                "[ic-lora] VRAM: base %.1f / peak alloc %.1f / peak reserved %.1f GB",
+                base_gb, peak_alloc, peak_resv,
+            )
diff --git a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
index 798ce130e..bd89b3c7b 100644
--- a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
@@ -37,10 +37,15 @@ def __init__(self, model_path: str, device: str | None = None) -> None:
             self.to(device)
 
     def _resolve_generator_device(self) -> str:
-        if self._cpu_offload_active:
-            return "cuda"
+        # The configured runtime device is authoritative. With enable_model_cpu_offload()
+        # the pipeline's _execution_device can read as "cpu", but the generator must live
+        # on the actual compute device. This previously returned "cuda" whenever offload
+        # was active — but offload is enabled on MPS too, so on a Mac it built a CUDA
+        # generator and failed ("Cannot get CUDA generator without ATen_cuda library").
         if self._device is not None:
             return self._device
+        if self._cpu_offload_active:
+            return "cuda"
 
         execution_device = getattr(self.pipeline, "_execution_device", None)
         return get_device_type(execution_device)
diff --git a/backend/services/interfaces.py b/backend/services/interfaces.py
index 125e2c9c2..212f9028f 100644
--- a/backend/services/interfaces.py
+++ b/backend/services/interfaces.py
@@ -10,7 +10,7 @@
 from services.zit_api_client.zit_api_client import ZitAPIClient
 from services.gpu_cleaner.gpu_cleaner import GpuCleaner
 from services.gpu_info.gpu_info import GpuInfo, GpuTelemetryPayload
-from services.http_client.http_client import HTTPClient, HttpResponseLike, HttpTimeoutError
+from services.http_client.http_client import HTTPClient, HttpResponseLike, HttpTransportError
 from services.ic_lora_pipeline.ic_lora_pipeline import IcLoraPipeline
 from services.image_generation_pipeline.image_generation_pipeline import ImageGenerationPipeline
 from services.ltx_api_client.ltx_api_client import LTXAPIClient
@@ -30,7 +30,7 @@
     "JSONValue",
     "GpuTelemetryPayload",
     "VideoInfoPayload",
-    "HttpTimeoutError",
+    "HttpTransportError",
     "HttpResponseLike",
     "HTTPClient",
     "ModelDownloader",
diff --git a/backend/services/lora_catalog/__init__.py b/backend/services/lora_catalog/__init__.py
new file mode 100644
index 000000000..e8b8cd984
--- /dev/null
+++ b/backend/services/lora_catalog/__init__.py
@@ -0,0 +1,15 @@
+from services.lora_catalog.file_lora_catalog import FileLoraCatalogProvider
+from services.lora_catalog.lora_catalog import LoraCatalogProvider
+from services.lora_catalog.media_urls import (
+    LORA_CATALOG_MEDIA_BASE_URL,
+    resolve_media_url,
+    with_resolved_media,
+)
+
+__all__ = [
+    "LoraCatalogProvider",
+    "FileLoraCatalogProvider",
+    "LORA_CATALOG_MEDIA_BASE_URL",
+    "resolve_media_url",
+    "with_resolved_media",
+]
diff --git a/backend/services/lora_catalog/file_lora_catalog.py b/backend/services/lora_catalog/file_lora_catalog.py
new file mode 100644
index 000000000..154880636
--- /dev/null
+++ b/backend/services/lora_catalog/file_lora_catalog.py
@@ -0,0 +1,64 @@
+from __future__ import annotations
+
+import logging
+from pathlib import Path
+
+import requests
+
+from api_types import IcLoraCatalogItem, LoraCatalogFile, LoraCatalogItem, parse_lora_catalog
+
+logger = logging.getLogger(__name__)
+
+
+class FileLoraCatalogProvider:
+    """Reads the LoRA / IC-LoRA catalog from a local path or an http(s) URL.
+
+    When ``source`` is a URL and the fetch fails, falls back to a bundled file so the
+    library keeps working offline / when the remote is down.
+    """
+
+    def __init__(self, source: str, fallback_path: str | None = None) -> None:
+        self._source = source
+        self._fallback_path = fallback_path
+        self._cache: LoraCatalogFile | None = None
+
+    def get_catalog(self) -> LoraCatalogFile:
+        if self._cache is None:
+            self._cache = self._load()
+        return self._cache
+
+    def get_ic_lora(self, ic_lora_id: str) -> IcLoraCatalogItem | None:
+        return next((r for r in self.get_catalog().ic_loras if r.id == ic_lora_id), None)
+
+    def get_lora(self, lora_id: str) -> LoraCatalogItem | None:
+        return next((r for r in self.get_catalog().loras if r.id == lora_id), None)
+
+    def _load(self) -> LoraCatalogFile:
+        if not self._source.startswith(("http://", "https://")):
+            return parse_lora_catalog(Path(self._source).read_text(encoding="utf-8"))
+
+        # Split fetch failure from parse failure: a network blip falls back to the bundled
+        # copy (offline resilience), but a *fetched* remote that fails to parse is logged
+        # loudly and still falls back — so a bad remote can't take the library offline, yet
+        # it's never silent (a green fetch + red parse means the remote, not the network).
+        try:
+            resp = requests.get(self._source, timeout=15)
+            resp.raise_for_status()
+            text = resp.text
+        except requests.RequestException:
+            if self._fallback_path is None:
+                raise
+            logger.warning("Remote LoRA catalog fetch failed; using bundled fallback")
+            return parse_lora_catalog(Path(self._fallback_path).read_text(encoding="utf-8"))
+
+        try:
+            return parse_lora_catalog(text)
+        except Exception:
+            if self._fallback_path is None:
+                raise
+            logger.error(
+                "Remote LoRA catalog fetched but failed to parse; using bundled fallback "
+                "(remote update not applied — check the remote schema)",
+                exc_info=True,
+            )
+            return parse_lora_catalog(Path(self._fallback_path).read_text(encoding="utf-8"))
diff --git a/backend/services/lora_catalog/lora_catalog.py b/backend/services/lora_catalog/lora_catalog.py
new file mode 100644
index 000000000..c2beb4286
--- /dev/null
+++ b/backend/services/lora_catalog/lora_catalog.py
@@ -0,0 +1,13 @@
+from __future__ import annotations
+
+from typing import Protocol
+
+from api_types import IcLoraCatalogItem, LoraCatalogFile, LoraCatalogItem
+
+
+class LoraCatalogProvider(Protocol):
+    def get_catalog(self) -> LoraCatalogFile: ...
+
+    def get_ic_lora(self, ic_lora_id: str) -> IcLoraCatalogItem | None: ...
+
+    def get_lora(self, lora_id: str) -> LoraCatalogItem | None: ...
diff --git a/backend/services/lora_catalog/media_urls.py b/backend/services/lora_catalog/media_urls.py
new file mode 100644
index 000000000..9eb4db191
--- /dev/null
+++ b/backend/services/lora_catalog/media_urls.py
@@ -0,0 +1,33 @@
+from __future__ import annotations
+
+from typing import TypeVar
+
+from api_types import IcLoraCatalogItem, LoraCatalogItem, MediaSpec
+
+# Demo clips for catalog cards live under this CDN prefix. Catalog JSON stores relative
+# paths (e.g. "fpv-motion_web.mp4", "ltx-team/DayToNight-light.mp4"); list APIs join the
+# base before returning so the UI always gets an absolute URL.
+LORA_CATALOG_MEDIA_BASE_URL = "https://storage.googleapis.com/ltx-desktop-artifacts/assets/"
+
+_T = TypeVar("_T", LoraCatalogItem, IcLoraCatalogItem)
+
+
+def resolve_media_url(path: str | None, *, base_url: str = LORA_CATALOG_MEDIA_BASE_URL) -> str | None:
+    """Join a relative catalog media path to the CDN base; leave absolute URLs alone."""
+    if path is None or path == "":
+        return path
+    if path.startswith(("http://", "https://")):
+        return path
+    return f"{base_url.rstrip('/')}/{path.lstrip('/')}"
+
+
+def with_resolved_media(item: _T, *, base_url: str = LORA_CATALOG_MEDIA_BASE_URL) -> _T:
+    """Return a copy of ``item`` with media URLs resolved for serving to the UI."""
+    media = item.media
+    if media is None:
+        return item
+    thumbnail = resolve_media_url(media.thumbnail, base_url=base_url)
+    demo_video = resolve_media_url(media.demo_video, base_url=base_url)
+    if thumbnail == media.thumbnail and demo_video == media.demo_video:
+        return item
+    return item.model_copy(update={"media": MediaSpec(thumbnail=thumbnail, demo_video=demo_video)})
diff --git a/backend/services/ltx_api_client/ltx_api_client.py b/backend/services/ltx_api_client/ltx_api_client.py
index 27867ff1e..c5f77e800 100644
--- a/backend/services/ltx_api_client/ltx_api_client.py
+++ b/backend/services/ltx_api_client/ltx_api_client.py
@@ -5,7 +5,7 @@
 from dataclasses import dataclass
 from typing import Any, Protocol
 
-from api_types import RetakeMode, VideoCameraMotion
+from api_types import ExtendMode, RetakeMode, VideoCameraMotion
 
 
 @dataclass(frozen=True)
@@ -95,3 +95,14 @@ def retake(
         mode: RetakeMode,
     ) -> LTXRetakeResult:
         ...
+
+    def extend(
+        self,
+        *,
+        api_key: str,
+        video_path: str,
+        duration: float,
+        prompt: str,
+        mode: ExtendMode,
+    ) -> LTXRetakeResult:
+        ...
diff --git a/backend/services/ltx_api_client/ltx_api_client_impl.py b/backend/services/ltx_api_client/ltx_api_client_impl.py
index 489429ee7..312a6a9c1 100644
--- a/backend/services/ltx_api_client/ltx_api_client_impl.py
+++ b/backend/services/ltx_api_client/ltx_api_client_impl.py
@@ -3,16 +3,44 @@
 from __future__ import annotations
 
 import json
+import logging
 import mimetypes
+import time
 from pathlib import Path
 from typing import Any, Literal, cast
 
-from api_types import RetakeMode, VideoCameraMotion
+from api_types import ExtendMode, RetakeMode, VideoCameraMotion
 from pydantic import BaseModel, ConfigDict, ValidationError
 from services.ltx_api_client.ltx_api_client import LTXAPIClientError, LTXRetakeResult
-from services.http_client.http_client import HTTPClient
+from services.http_client.http_client import HTTPClient, HttpResponseLike, HttpTransportError
 from services.services_utils import JSONValue
 
+logger = logging.getLogger(__name__)
+
+# Payload fields that are large and/or sensitive (signed URLs, base64 data, the user's
+# prompt) — logged as "<set>"/"<unset>" instead of their value so request logs stay
+# readable and don't leak private content.
+_REDACTED_PAYLOAD_KEYS = frozenset(
+    {"video_uri", "image_uri", "audio_uri", "last_frame_uri", "prompt"}
+)
+
+# A transient transport blip on a single poll/download shouldn't discard a minutes-long
+# async job; retry the individual GET a few times before surfacing the failure.
+_GET_RETRIES = 3
+# Non-terminal async job statuses. Anything else that isn't "completed" (failed, error,
+# canceled, rejected, or an unknown string) is treated as terminal failure and surfaced,
+# rather than polled until the timeout hides the real cause behind a 504.
+_IN_PROGRESS_STATUSES = frozenset(
+    {"queued", "pending", "processing", "running", "in_progress", "starting", "started"}
+)
+
+
+def _loggable_payload(payload: dict[str, JSONValue]) -> dict[str, object]:
+    return {
+        key: ("<set>" if value else "<unset>") if key in _REDACTED_PAYLOAD_KEYS else value
+        for key, value in payload.items()
+    }
+
 LTXCameraMotion = Literal[
     "dolly_in",
     "dolly_out",
@@ -66,10 +94,68 @@ class _LTXErrorPayload(BaseModel):
     detail: str | None = None
 
 
+class _AsyncSubmitPayload(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+    id: str | None = None
+
+
+class _AsyncJobErrorPayload(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+    message: str | None = None
+
+
+class _AsyncJobStatusPayload(BaseModel):
+    model_config = ConfigDict(extra="allow")
+    status: str
+    result: dict[str, Any] | None = None
+    error: _AsyncJobErrorPayload | None = None
+
+
 class LTXAPIClientImpl:
-    def __init__(self, http: HTTPClient, ltx_api_base_url: str) -> None:
+    def __init__(
+        self,
+        http: HTTPClient,
+        ltx_api_base_url: str,
+        *,
+        poll_interval_s: float = 3.0,
+        async_max_wait_s: float = 600.0,
+    ) -> None:
         self._http = http
         self._base_url = ltx_api_base_url.rstrip("/")
+        # Async (v2) polling cadence/ceiling; small values injected in tests.
+        self._poll_interval_s = poll_interval_s
+        self._async_max_wait_s = async_max_wait_s
+
+    def _post_json(
+        self,
+        endpoint: str,
+        *,
+        api_key: str,
+        payload: dict[str, JSONValue],
+        timeout: int,
+    ) -> HttpResponseLike:
+        """POST JSON to an LTX endpoint, logging the request (safe fields), the response
+        (status + request id + elapsed), and transport failures."""
+        logger.info("LTXV → POST %s %s (timeout=%ss)", endpoint, _loggable_payload(payload), timeout)
+        started = time.monotonic()
+        try:
+            response = self._http.post(
+                f"{self._base_url}{endpoint}",
+                headers=self._json_headers(api_key),
+                json_payload=payload,
+                timeout=timeout,
+            )
+        except HttpTransportError:
+            logger.warning("LTXV ✗ POST %s failed (transport) after %.1fs", endpoint, time.monotonic() - started)
+            raise
+        logger.info(
+            "LTXV ← POST %s %s in %.1fs%s",
+            endpoint,
+            response.status_code,
+            time.monotonic() - started,
+            self._fmt_request_id(response),
+        )
+        return response
 
     def generate_text_to_video(
         self,
@@ -94,12 +180,7 @@ def generate_text_to_video(
         mapped_camera_motion = self._map_camera_motion(camera_motion)
         if mapped_camera_motion is not None:
             payload["camera_motion"] = mapped_camera_motion
-        response = self._http.post(
-            f"{self._base_url}/v1/text-to-video",
-            headers=self._json_headers(api_key),
-            json_payload=payload,
-            timeout=1200,
-        )
+        response = self._post_json("/v1/text-to-video", api_key=api_key, payload=payload, timeout=1200)
         return self._extract_video_bytes(response, api_key)
 
     def generate_image_to_video(
@@ -127,12 +208,7 @@ def generate_image_to_video(
         mapped_camera_motion = self._map_camera_motion(camera_motion)
         if mapped_camera_motion is not None:
             payload["camera_motion"] = mapped_camera_motion
-        response = self._http.post(
-            f"{self._base_url}/v1/image-to-video",
-            headers=self._json_headers(api_key),
-            json_payload=payload,
-            timeout=1200,
-        )
+        response = self._post_json("/v1/image-to-video", api_key=api_key, payload=payload, timeout=1200)
         return self._extract_video_bytes(response, api_key)
 
     def generate_audio_to_video(
@@ -153,12 +229,7 @@ def generate_audio_to_video(
         }
         if image_uri is not None:
             payload["image_uri"] = image_uri
-        response = self._http.post(
-            f"{self._base_url}/v1/audio-to-video",
-            headers=self._json_headers(api_key),
-            json_payload=payload,
-            timeout=1200,
-        )
+        response = self._post_json("/v1/audio-to-video", api_key=api_key, payload=payload, timeout=1200)
         return self._extract_video_bytes(response, api_key)
 
     def retake(
@@ -171,8 +242,47 @@ def retake(
         prompt: str,
         mode: RetakeMode,
     ) -> LTXRetakeResult:
+        return self._run_video_edit(
+            api_key=api_key,
+            video_path=video_path,
+            endpoint="/v1/retake",
+            label="Retake",
+            edit_payload={
+                "start_time": float(start_time),
+                "duration": float(duration),
+                "mode": mode,
+            },
+            prompt=prompt,
+        )
+
+    def extend(
+        self,
+        *,
+        api_key: str,
+        video_path: str,
+        duration: float,
+        prompt: str,
+        mode: ExtendMode,
+    ) -> LTXRetakeResult:
+        # Extend uses the async v2 endpoint (submit → poll → download): a 12s Pro extend
+        # takes minutes, which the sync v1 endpoint can't hold open without the connection
+        # being reset mid-response. Mirrors ltx-studio's extend path.
+        return self._run_async_video_edit(
+            api_key=api_key,
+            video_path=video_path,
+            endpoint="/v2/extend",
+            label="Extend",
+            edit_payload={
+                "duration": float(duration),
+                "mode": mode,
+            },
+            prompt=prompt,
+        )
+
+    def _upload_source_video(self, *, api_key: str, video_path: str) -> str:
+        """Upload the source clip, mapping upload-stage failures to friendly messages."""
         try:
-            storage_uri = self.upload_file(api_key=api_key, file_path=video_path)
+            return self.upload_file(api_key=api_key, file_path=video_path)
         except LTXAPIClientError as exc:
             if exc.stage == "upload_init":
                 err_text = self._extract_error_detail(exc.detail)
@@ -184,21 +294,28 @@ def retake(
                 raise LTXAPIClientError(500, f"Video upload failed: {err_text}") from exc
             raise
 
-        payload: dict[str, JSONValue] = {
-            "video_uri": storage_uri,
-            "start_time": float(start_time),
-            "duration": float(duration),
-            "mode": mode,
-        }
+    def _run_video_edit(
+        self,
+        *,
+        api_key: str,
+        video_path: str,
+        endpoint: str,
+        label: str,
+        edit_payload: dict[str, JSONValue],
+        prompt: str,
+    ) -> LTXRetakeResult:
+        """Synchronous upload → POST → parse flow for the v1 /retake endpoint.
+
+        Gets back either raw video bytes, a JSON payload with a downloadable URL, or a 422
+        safety reject.
+        """
+        storage_uri = self._upload_source_video(api_key=api_key, video_path=video_path)
+
+        payload: dict[str, JSONValue] = {"video_uri": storage_uri, **edit_payload}
         if prompt:
             payload["prompt"] = prompt
 
-        response = self._http.post(
-            f"{self._base_url}/v1/retake",
-            headers=self._json_headers(api_key),
-            json_payload=payload,
-            timeout=600,
-        )
+        response = self._post_json(endpoint, api_key=api_key, payload=payload, timeout=600)
 
         rid = self._fmt_request_id(response)
         if response.status_code == 200:
@@ -221,7 +338,7 @@ def retake(
                 dl_resp = self._http.get(video_url, timeout=120)
                 if dl_resp.status_code == 200:
                     return LTXRetakeResult(video_bytes=dl_resp.content, result_payload=None)
-                raise LTXAPIClientError(500, f"Failed to download retake video: {dl_resp.status_code}{rid}")
+                raise LTXAPIClientError(500, f"Failed to download {label.lower()} video: {dl_resp.status_code}{rid}")
 
             response_payload = parsed_payload.model_dump(mode="python")
             return LTXRetakeResult(video_bytes=None, result_payload=response_payload)
@@ -230,13 +347,140 @@ def retake(
             raise LTXAPIClientError(422, f"Content rejected by safety filters{rid}")
 
         error_text = response.text[:500] if response.text else "Unknown error"
-        raise LTXAPIClientError(response.status_code, f"Retake API error: {error_text}{rid}")
+        raise LTXAPIClientError(response.status_code, f"{label} API error: {error_text}{rid}")
+
+    def _run_async_video_edit(
+        self,
+        *,
+        api_key: str,
+        video_path: str,
+        endpoint: str,
+        label: str,
+        edit_payload: dict[str, JSONValue],
+        prompt: str,
+    ) -> LTXRetakeResult:
+        """Async (v2) flow: upload → submit job → poll until done → download the result.
+
+        The v2 endpoints respond immediately with a job id, so no connection is held open
+        for the whole (minutes-long) generation. ``endpoint`` is the submit path
+        (e.g. ``/v2/extend``); polling is ``GET {endpoint}/{id}``.
+        """
+        try:
+            storage_uri = self._upload_source_video(api_key=api_key, video_path=video_path)
+
+            payload: dict[str, JSONValue] = {"video_uri": storage_uri, **edit_payload}
+            if prompt:
+                payload["prompt"] = prompt
+
+            submit = self._post_json(endpoint, api_key=api_key, payload=payload, timeout=120)
+            rid = self._fmt_request_id(submit)
+            if submit.status_code == 422:
+                raise LTXAPIClientError(422, f"Content rejected by safety filters{rid}")
+            if submit.status_code not in (200, 202):
+                error_text = submit.text[:500] if submit.text else "Unknown error"
+                raise LTXAPIClientError(submit.status_code, f"{label} API error: {error_text}{rid}")
+
+            try:
+                job = _AsyncSubmitPayload.model_validate(submit.json())
+            except (json.JSONDecodeError, ValidationError) as exc:
+                raise LTXAPIClientError(500, f"Unexpected {label.lower()} submit response{rid}") from exc
+            if not job.id:
+                raise LTXAPIClientError(500, f"{label} API returned no job id{rid}")
+            logger.info("LTXV %s job accepted: id=%s%s", label.lower(), job.id, rid)
+
+            video_url = self._poll_job(api_key=api_key, endpoint=endpoint, job_id=job.id, label=label)
+            logger.info("LTXV %s downloading result for job %s", label.lower(), job.id)
+            # video_url comes straight from the (trusted) LTX API; we fetch it whole with no
+            # scheme/host allowlist or size cap. Acceptable while we fully trust the API —
+            # revisit (allowlist + streamed cap) if that trust ever weakens.
+            dl_resp = self._get_with_retries(video_url, headers=None, timeout=300, label=label)
+            if dl_resp.status_code != 200:
+                raise LTXAPIClientError(500, f"Failed to download {label.lower()} video: {dl_resp.status_code}")
+            logger.info("LTXV %s complete: %d bytes (job %s)", label.lower(), len(dl_resp.content), job.id)
+            return LTXRetakeResult(video_bytes=dl_resp.content, result_payload=None)
+        except HttpTransportError as exc:
+            # Connection failed/reset/timed out somewhere in the flow — surface as a clean
+            # retryable error instead of a raw 500.
+            raise LTXAPIClientError(504, f"{label} request to the LTX API failed; please retry.") from exc
+
+    def _get_with_retries(
+        self, url: str, *, headers: dict[str, str] | None, timeout: int, label: str
+    ) -> HttpResponseLike:
+        """GET ``url``, retrying transport failures a few times so a single blip doesn't
+        discard the whole async job. Re-raises HttpTransportError once retries are spent."""
+        for attempt in range(1, _GET_RETRIES + 1):
+            try:
+                return self._http.get(url, headers=headers, timeout=timeout)
+            except HttpTransportError:
+                if attempt == _GET_RETRIES:
+                    raise
+                logger.warning(
+                    "LTXV %s GET transport error (attempt %d/%d); retrying", label.lower(), attempt, _GET_RETRIES
+                )
+                time.sleep(self._poll_interval_s)
+        raise AssertionError("unreachable")  # the loop either returns or re-raises
+
+    def _poll_job(self, *, api_key: str, endpoint: str, job_id: str, label: str) -> str:
+        """Poll ``GET {endpoint}/{job_id}`` until ``completed`` and return the video_url."""
+        started = time.monotonic()
+        deadline = started + self._async_max_wait_s
+        poll_url = f"{self._base_url}{endpoint}/{job_id}"
+        polls = 0
+        while time.monotonic() < deadline:
+            resp = self._get_with_retries(
+                poll_url, headers={"Authorization": f"Bearer {api_key}"}, timeout=60, label=label
+            )
+            rid = self._fmt_request_id(resp)
+            if resp.status_code != 200:
+                error_text = resp.text[:500] if resp.text else "Unknown error"
+                raise LTXAPIClientError(resp.status_code, f"{label} status check failed: {error_text}{rid}")
+            try:
+                status = _AsyncJobStatusPayload.model_validate(resp.json())
+            except (json.JSONDecodeError, ValidationError) as exc:
+                raise LTXAPIClientError(500, f"Unexpected {label.lower()} status response{rid}") from exc
+
+            polls += 1
+            elapsed = time.monotonic() - started
+            logger.debug("LTXV %s job %s status=%s (poll %d, %.0fs)", label.lower(), job_id, status.status, polls, elapsed)
+
+            if status.status == "completed":
+                video_url = (status.result or {}).get("video_url")
+                if not isinstance(video_url, str) or not video_url:
+                    raise LTXAPIClientError(500, f"{label} job completed without a video_url{rid}")
+                logger.info("LTXV %s job %s completed after %.0fs (%d polls)", label.lower(), job_id, elapsed, polls)
+                return video_url
+            if status.status not in _IN_PROGRESS_STATUSES:
+                # failed / error / canceled / rejected / unknown — surface it instead of
+                # polling until the timeout masks the cause behind a 504.
+                detail = (
+                    status.error.message
+                    if status.error and status.error.message
+                    else f"{label} job ended with status '{status.status}'"
+                )
+                logger.warning(
+                    "LTXV %s job %s ended status=%s after %.0fs: %s", label.lower(), job_id, status.status, elapsed, detail
+                )
+                raise LTXAPIClientError(500, detail)
+
+            time.sleep(self._poll_interval_s)
+
+        raise LTXAPIClientError(504, f"{label} job timed out after {int(self._async_max_wait_s)}s")
 
     def upload_file(self, *, file_path: str, api_key: str) -> str:
+        logger.info("LTXV → POST /v1/upload (requesting signed upload URL)")
+        started = time.monotonic()
+        # 60s (not 30): the signed-URL request has been observed to take >30s under API
+        # load, and a tight ceiling here fails the whole generation before it starts.
         upload_resp = self._http.post(
             f"{self._base_url}/v1/upload",
             headers={"Authorization": f"Bearer {api_key}"},
-            timeout=30,
+            timeout=60,
+        )
+        logger.info(
+            "LTXV ← POST /v1/upload %s in %.1fs%s",
+            upload_resp.status_code,
+            time.monotonic() - started,
+            self._fmt_request_id(upload_resp),
         )
         if upload_resp.status_code != 200:
             err = upload_resp.text[:500]
@@ -258,6 +502,7 @@ def upload_file(self, *, file_path: str, api_key: str) -> str:
 
         path_obj = Path(file_path)
         mime = mimetypes.guess_type(path_obj.name)[0] or "application/octet-stream"
+        put_started = time.monotonic()
         with open(path_obj, "rb") as media_file:
             put_resp = self._http.put(
                 upload_url,
@@ -270,6 +515,7 @@ def upload_file(self, *, file_path: str, api_key: str) -> str:
             rid = self._fmt_request_id(upload_resp)
             raise LTXAPIClientError(500, f"LTX upload failed ({put_resp.status_code}): {err}{rid}", stage="upload_put")
 
+        logger.info("LTXV source video uploaded in %.1fs", time.monotonic() - put_started)
         return storage_uri
 
     def _extract_video_bytes(self, response: Any, api_key: str) -> bytes:
diff --git a/backend/services/ltx_pipeline_common.py b/backend/services/ltx_pipeline_common.py
index 76273b3c9..a95738163 100644
--- a/backend/services/ltx_pipeline_common.py
+++ b/backend/services/ltx_pipeline_common.py
@@ -12,6 +12,7 @@
 
 if TYPE_CHECKING:
     from ltx_core.components.guiders import MultiModalGuiderParams
+    from ltx_pipelines.utils.types import OffloadMode
 
 
 def default_tiling_config() -> TilingConfigType:
@@ -32,6 +33,31 @@ def video_chunks_number(num_frames: int, tiling_config: TilingConfigType | None)
     return int(get_video_chunks_number(num_frames, tiling_config))
 
 
+def offload_mode_for_prefetch_count(streaming_prefetch_count: int | None, device: torch.device) -> OffloadMode:
+    """Translate the desktop's streaming_prefetch_count knob to ltx_pipelines' OffloadMode.
+
+    ltx_pipelines moved weight streaming from a per-call prefetch-count int to a
+    construction-time OffloadMode enum (NONE/CPU/DISK). Desktop's runtime policy
+    (runtime_config/runtime_policy.py) distinguishes fully resident (None) vs streaming
+    (an int); which *kind* of streaming depends on the device's memory model:
+
+    - CUDA: system RAM is separate from VRAM, so OffloadMode.CPU pins the blocks in host
+      RAM and streams them to the smaller VRAM — the fast streaming path.
+    - MPS (Apple Silicon): CPU-pinned weights live in the *same* unified RAM as the GPU,
+      so OffloadMode.CPU (which pins every block, ~46 GB for the bf16 transformer) OOMs.
+      OffloadMode.DISK mmaps blocks from the checkpoint through a small pinned buffer
+      (~5 GB), the only memory-safe streaming path on unified memory. This is the "mmap
+      streaming" the upstream MPS-support work validated on an M4 Pro.
+    """
+    from ltx_pipelines.utils.types import OffloadMode
+
+    if streaming_prefetch_count is None:
+        return OffloadMode.NONE
+    if device.type == "mps":
+        return OffloadMode.DISK
+    return OffloadMode.CPU
+
+
 def encode_video_output(
     video: torch.Tensor | Iterator[torch.Tensor],
     audio: AudioOrNone,
@@ -60,7 +86,7 @@ def __init__(
         device: torch.device | None = None,
         fp8transformer: bool = False,
     ) -> None:
-        from ltx_core.quantization import QuantizationPolicy
+        from ltx_core.quantization.fp8_cast import build_policy as build_fp8_cast_policy
         from ltx_pipelines.utils.blocks import (
             AudioDecoder,
             DiffusionStage,
@@ -82,11 +108,11 @@ def __init__(
         self.image_conditioner = ImageConditioner(
             checkpoint_path, self.dtype, device,
         )
-        self.stage = DiffusionStage(
+        self.stage = DiffusionStage.from_checkpoint(  # type: ignore[reportUnknownMemberType]
             checkpoint_path,
             self.dtype,
             device,
-            quantization=QuantizationPolicy.fp8_cast() if fp8transformer and device_supports_fp8(device) else None,
+            quantization=build_fp8_cast_policy(checkpoint_path) if fp8transformer and device_supports_fp8(device) else None,
         )
         self.video_decoder = VideoDecoder(checkpoint_path, self.dtype, device)
         self.audio_decoder = AudioDecoder(checkpoint_path, self.dtype, device)
diff --git a/backend/services/patches/diffusion_stage_cache.py b/backend/services/patches/diffusion_stage_cache.py
new file mode 100644
index 000000000..7882b813a
--- /dev/null
+++ b/backend/services/patches/diffusion_stage_cache.py
@@ -0,0 +1,278 @@
+"""Monkey-patch (EXPERIMENTAL): cache the built transformer across DiffusionStage
+calls within one generation when nothing about its config actually changed.
+
+``DiffusionStage`` "builds on each call, frees on exit" (ltx_pipelines/utils/
+blocks.py) unconditionally -- it rebuilds the transformer from the checkpoint
+file (disk read + fp8 cast + H2D copy) on *every* call and tears it down
+(or ``.to("meta")`` + reclaim) on exit, regardless of whether the checkpoint/
+LoRAs/quantization are identical to the previous call. For a two-stage
+distilled pipeline where stage_1 and stage_2 build from the SAME checkpoint
+with the SAME LoRAs (the common "fast" t2v/i2v case), that means loading +
+fp8-casting a ~22B-param transformer from disk TWICE per generation. Measured
+on an RTX 5090 (32 GB): ~40s per rebuild, ~80s of a ~132s 540p/8s generation
+spent rebuilding the identical transformer twice.
+
+Patches ``_transformer_ctx``, not the public ``model_context()`` wrapper:
+``DiffusionStage.__call__`` invokes ``self._transformer_ctx(video_tools=...)``
+directly (blocks.py:514), never ``model_context()`` -- an earlier version of
+this patch wrapped the wrong method and silently never fired. ``model_context()``
+itself just forwards to ``_transformer_ctx()``, so patching the latter covers
+both call sites.
+
+Scoped to the standard (non-streaming, non-multi-GPU) build path: caching only
+applies when ``self._is_streaming`` is False (i.e. ``local_generations_mode ==
+"full_models_loading"`` -- high-VRAM cards where holding one build resident is
+affordable) AND the prepared builder is a plain ``SingleGPUModelBuilder``.
+Streaming instances (the low-VRAM path) are untouched -- forcing residency
+there would defeat the point of streaming. Multi-GPU tiled builders are also
+excluded: they use ``video_tools`` to shard identically-shaped work across
+devices, whereas ``SingleGPUModelBuilder.build()`` ignores all extra kwargs
+(``**kwargs: object,  # noqa: ARG002`` in single_gpu_model_builder.py) --
+confirmed inert for the path we cache, not assumed.
+
+GENERATION-SCOPED, not session-scoped (found live on an RTX 5090): letting the
+cache survive PAST the generation that built it collides with every other
+component that builds fresh per call too (text encoder, VAE, upsampler, audio
+decoder/vocoder) -- the next generation's text-encoder build then has to
+coexist in VRAM with the still-resident transformer from the PREVIOUS
+generation, instead of the transformer having already been freed by then.
+Observed: a second generation's peak VRAM was reported at ~41.8 GB on a
+31.82 GB card (Windows CUDA fell back to slow shared memory, backend liveness
+probe failed, total generation time regressed to 143s -- worse than no cache
+at all). Fix: ``handlers.generation_handler.GenerationHandler.start_generation``
+/``start_api_generation`` call :func:`evict` before marking a new generation as
+running, so the cache never survives past the generation it was built for.
+
+NON-CACHEABLE TRANSITIONS also evict (found live on the same RTX 5090, IC-LoRA
+this time): IC-LoRA's ``use_lora_in_stage_2`` forces stage_2 onto the streaming
+path (``LTXIcLoraPipeline._ensure_stage_2_streams_for_lora``, a deliberate
+existing VRAM-safety mechanism -- streaming halves stage_2's resident
+footprint since it conditions on the full-res reference video). That stage_2
+call correctly skips the cache (``_is_streaming`` is True), but skipping the
+cache branch also means the cache-key-mismatch eviction below never fires --
+so stage_1's cached transformer stayed resident while stage_2 built its own
+streaming transformer AND did its tiled conditioning VAE encode on top of it.
+Observed: reserved VRAM climbed to 41.68 GB on the 31.82 GB card and hung
+there for 150+ seconds with no progress (denoising loop never started).
+Fix: the non-cacheable bypass branch (streaming stages, disabled setting)
+evicts unconditionally before delegating to the original method, not just the
+cache-hit/miss branch.
+
+Single-slot cache: only the most recently built transformer stays resident.
+Switching to a different checkpoint/LoRA/quantization config (or starting a
+new generation, per above) evicts the old one (frees it, mirroring
+gpu_model's own TRIM teardown: sync + dead-reference ``gc.collect()`` +
+``.to("meta")`` + ``cleanup_memory()``) before building the new one -- never
+holds two builds resident at once. The pre-free ``gc.collect()`` mirrors
+ComfyUI's mandatory cleanup_models_gc: ``.to("meta")`` only frees storage once
+no live reference (a compiled wrapper / cudagraph pool) remains, so collecting
+dead references first is what turns a cumulative compile-path creep into a flat
+reserved floor.
+
+CONCURRENCY: the single-slot module-global cache is only correct under strict
+sequentiality. That is enforced upstream by
+``GenerationHandler.start_generation``/``start_api_generation``, which raise
+"Generation already in progress" (under the shared state lock) for both the
+GPU and API slots. As defense-in-depth for any future path that bypasses that
+serialization, an ``_in_use`` counter marks a transformer checked out for the
+duration of its ``yield`` (the denoising loop); ``_evict_locked`` raises rather
+than freeing a model that is still in use. Note ``_lock`` guards the cache dict,
+not the in-use model: it is released before ``yield``, so this counter -- not
+the lock -- is what protects a mid-denoise transformer from a concurrent evict.
+
+Cache key is the *content* of the prepared builder (checkpoint path, sd_ops,
+module_ops, LoRAs) plus quantization identity, compilation config, dtype, and
+device -- not object identity -- so two independently-constructed
+DiffusionStage instances (e.g. a pipeline's stage_1 and stage_2) that happen to
+build the same thing correctly share the cache within one generation.
+``SDOps``/``ModuleOps`` are a frozen dataclass / NamedTuple respectively
+(structural equality), so this is safe: a real config difference always
+produces a different key (cache miss, falls back to a normal rebuild), never
+a false hit.
+
+Toggle: ``AppSettings.diffusion_stage_cache_enabled`` (default off, surfaced in
+Settings next to Torch Compile). ``GenerationHandler.start_generation``/
+``start_api_generation`` push the live setting into :func:`set_enabled` on
+every generation, so flipping it in Settings takes effect on the next
+generation without a restart. Also settable via env
+``DIFFUSION_STAGE_CACHE_ENABLED`` (default "1") as the initial value before
+any setting is pushed -- e.g. for headless/dev runs.
+
+EXPERIMENTAL: depends on DiffusionStage's private ``_is_streaming``,
+``_prepared_builder()``, ``_build_transformer()``, ``_quantization``,
+``_compilation_config``, ``_dtype``, ``_device`` staying as-is, and on
+``__call__`` continuing to route through ``_transformer_ctx`` -- re-verify
+against ltx_pipelines.utils.blocks.DiffusionStage on rev bumps.
+
+Usage:
+    import services.patches.diffusion_stage_cache  # noqa: F401
+"""
+
+from __future__ import annotations
+
+import gc
+import logging
+import os
+import threading
+from collections.abc import Iterator
+from contextlib import contextmanager
+
+from ltx_core.devices import synchronize_device
+from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_pipelines.utils.blocks import DiffusionStage
+from ltx_pipelines.utils.helpers import cleanup_memory
+
+logger = logging.getLogger(__name__)
+
+_CacheKey = tuple[object, ...]
+
+_lock = threading.Lock()
+_enabled = os.environ.get("DIFFUSION_STAGE_CACHE_ENABLED", "1") != "0"
+_cached_key: _CacheKey | None = None
+_cached_model: object | None = None
+# >0 while a cached transformer is checked out (yielded to a caller) and possibly
+# mid-denoise. The single-slot cache is only safe under strict sequentiality; this
+# counter lets _evict_locked() fail loud if something tries to free a model that is
+# still in use, instead of ``.to("meta")``-ing tensors another generation is reading.
+_in_use = 0
+
+
+def set_enabled(value: bool) -> None:
+    """Turn the cache on/off, checked on every ``_transformer_ctx`` call.
+
+    Pushed from ``AppSettings.diffusion_stage_cache_enabled`` by
+    ``GenerationHandler.start_generation``/``start_api_generation`` on every
+    generation, so a Settings toggle takes effect on the next generation
+    without a server restart. Turning off evicts immediately.
+    """
+    global _enabled
+    with _lock:
+        # Evict before flipping the flag: if _evict_locked raises (a transformer is
+        # in use), the toggle stays un-applied rather than half-applied.
+        if not value:
+            _evict_locked()
+        _enabled = value
+
+
+def _cacheable(stage: DiffusionStage) -> bool:
+    return not stage._is_streaming and isinstance(stage._prepared_builder(), SingleGPUModelBuilder)  # noqa: SLF001
+
+
+def _cache_key(stage: DiffusionStage) -> _CacheKey:
+    builder = stage._prepared_builder()  # noqa: SLF001
+    return (
+        builder.model_path,
+        builder.model_sd_ops,
+        builder.module_ops,
+        builder.loras,
+        # Policy objects aren't structurally comparable; identity is safe here
+        # since pipelines construct one QuantizationPolicy and share it by
+        # reference across stage_1/stage_2.
+        id(stage._quantization),  # noqa: SLF001
+        stage._compilation_config,  # noqa: SLF001
+        stage._dtype,  # noqa: SLF001
+        stage._device,  # noqa: SLF001
+    )
+
+
+def _evict_locked() -> None:
+    global _cached_key, _cached_model
+    if _in_use > 0:
+        # Overlapping/concurrent generation: someone is trying to free a transformer
+        # that is currently checked out (mid-denoise). The single-slot module-global
+        # cache requires strict sequentiality, which GenerationHandler.start_generation
+        # /start_api_generation already enforce (they raise "Generation already in
+        # progress" under the shared state lock). This is defense-in-depth for any
+        # future path that bypasses that serialization: fail loud instead of doing a
+        # ``.to("meta")`` on tensors another generation is still reading.
+        raise RuntimeError(
+            "[diffusion-stage-cache] evict requested while a cached transformer is "
+            "in use (mid-denoise) -- overlapping generation detected; the cache "
+            "requires strict sequentiality."
+        )
+    if _cached_model is not None:
+        synchronize_device()
+        # Dead-reference GC BEFORE the meta-swap: a compiled wrapper or cudagraph
+        # pool can still hold the module's storage, and ``.to("meta")`` only frees
+        # storage once no live reference remains. ComfyUI runs the same mandatory
+        # pre-free GC (cleanup_models_gc). This is the mechanism that decides whether
+        # the compile-on soak shows a flat reserved floor (reclaim) or a slow creep
+        # (leak) -- see the module docstring's GENERATION-SCOPED repro.
+        gc.collect()
+        _cached_model.to("meta")  # type: ignore[attr-defined]
+        cleanup_memory()
+    _cached_key, _cached_model = None, None
+
+
+def evict() -> None:
+    """Free and drop any resident cached transformer.
+
+    Called from ``GenerationHandler.start_generation``/``start_api_generation``
+    so the cache never survives past the generation it was built for -- see
+    the module docstring's GENERATION-SCOPED section for why that matters.
+    Safe to call even when nothing is cached (no-op) or when the patch is
+    disabled (module-level cache is simply always empty). Raises if a cached
+    transformer is currently in use (see :func:`_evict_locked`).
+    """
+    with _lock:
+        _evict_locked()
+
+
+def _mark_free() -> None:
+    """Mark that a caller is done with a cached transformer it checked out."""
+    global _in_use
+    with _lock:
+        _in_use = max(0, _in_use - 1)
+
+
+_orig_transformer_ctx = DiffusionStage._transformer_ctx  # noqa: SLF001
+
+
+@contextmanager
+def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[object]:
+    if not _enabled or not _cacheable(self):
+        # A non-cacheable build (e.g. IC-LoRA's use_lora_in_stage_2 forcing stage_2
+        # onto the streaming path -- see module docstring's NON-CACHEABLE TRANSITIONS
+        # section) needs the VRAM a still-resident cached transformer is holding.
+        # Evicting only on a cache-key mismatch (below) never fires for this case,
+        # since this path never touches the cache-key branch at all.
+        evict()
+        with _orig_transformer_ctx(self, **kwargs) as model:
+            yield model
+        return
+
+    global _in_use
+    key = _cache_key(self)
+    with _lock:
+        if _cached_key == key and _cached_model is not None:
+            model = _cached_model
+            hit = True
+        else:
+            _evict_locked()
+            model = self._build_transformer(**kwargs)  # noqa: SLF001
+            globals()["_cached_key"], globals()["_cached_model"] = key, model
+            hit = False
+        # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
+        # under _lock, so bumping the counter here closes the window between resolving
+        # the model and marking it -- otherwise a concurrent evict could see _in_use==0
+        # and free the model we're about to yield. This counter (not the lock, which is
+        # released before the yield) is what protects the model for the whole denoise.
+        _in_use += 1
+
+    logger.info("[diffusion-stage-cache] %s resident transformer", "reusing" if hit else "built + cached")
+    try:
+        yield model
+    finally:
+        _mark_free()
+
+
+DiffusionStage._transformer_ctx = _cached_transformer_ctx  # type: ignore[method-assign]  # noqa: SLF001
+
+
+if __name__ == "__main__":
+    a = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
+    b = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
+    c = ("ckpt.safetensors", None, (), (), 2, None, "bf16", "cuda:0")
+    assert a == b, "identical content must compare equal (cache hit path)"
+    assert a != c, "different quantization identity must compare unequal (cache miss path)"
+    print("diffusion_stage_cache: key-equality self-check OK")
diff --git a/backend/services/patches/ic_lora_stage2_lora.py b/backend/services/patches/ic_lora_stage2_lora.py
new file mode 100644
index 000000000..2a74ebfd9
--- /dev/null
+++ b/backend/services/patches/ic_lora_stage2_lora.py
@@ -0,0 +1,350 @@
+"""Monkey-patch (EXPERIMENTAL): keep the IC-LoRA active in stage 2.
+
+Ports upstream PR #494's ``use_lora_in_stage_2`` (not yet synced to the public
+Lightricks/LTX-2 repo) to the pinned rev. Stock ``ICLoraPipeline`` builds the stage-2 transformer with
+``loras=()`` and conditions stage 2 on images only — so refinement pulls the output
+back toward the base-model distribution and the IC-LoRA transformation (background
+swap / depth / pose / canny / outpaint) blurs out. With the patch, when a pipeline
+has ``use_lora_in_stage_2 = True``:
+
+  1. stage 2 is rebuilt with the same LoRAs as stage 1 (cheap: ``DiffusionStage``
+     builds the transformer per call and frees on exit, so this adds only the LoRA
+     deltas during the stage-2 window — no second resident transformer), and
+  2. stage 2's conditionings include the VAE-encoded reference video (via the
+     existing ``_create_conditionings``) instead of image-only.
+
+NOT a VRAM fix: stage-2 peak is set by the full output resolution (same as
+skip_stage_2 at that res) plus a full-res reference re-encode. That reference encode
+(``_create_conditionings`` -> ``VideoEncoder.forward``) is tiled here — scoped to
+IC-LoRA pipeline runs only via the thread-local flag below — so it doesn't blow VRAM
+(Linux OOM) or crawl on Windows; see
+ltx-engine-planning/2026-06-29-ic-lora-resolution-factor-2-hang.md. The real low-VRAM
+lever is weight streaming — see
+ltx-engine-planning/2026-06-29-ic-lora-vram-auto-clamp-design.md.
+
+Scoped conditioning-encode tiling: the reference video is VAE-encoded un-tiled by
+default; at high resolution_factor (skip_stage_2) or full Stage-2 res
+(use_lora_in_stage_2) that working set exceeds VRAM. We wrap ``VideoEncoder.forward``
+to route oversized encodes through the encoder's own ``tiled_encode``, but ONLY while
+a thread-local flag is set — and we set it only around this pipeline's reference-encode
+steps. The main t2v/i2v pipelines never call ``ICLoraPipeline.__call__``, so their
+encodes are untouched (no global ride-along).
+
+EXPERIMENTAL: pinned to ltx-2 rev a2c3f24 (the ``__call__`` body is copied from the
+installed ``ltx_pipelines/ic_lora.py`` with two edits, marked PATCH below). Re-verify
+when bumping that rev. Drop once upstream ships PR #494 (and tiles the conditioning
+encode itself).
+
+Stage-2 reference downscale (EXPERIMENTAL, env IC_LORA_STAGE2_REF_DOWNSCALE, default 1=off):
+use_lora_in_stage_2 re-conditions Stage 2 on the full-res reference video, which ~doubles the
+attention sequence and drives the VRAM spike on long/large clips. Setting the env to e.g. 2
+temporarily raises the LoRA's reference_downscale_factor for the Stage-2 conditioning build, so
+the reference is encoded at lower res and contributes ~factor^2 fewer tokens (RoPE positions are
+rescaled by downscale_factor to stay aligned with the full-res output — the same mechanism the
+model already uses, and the resolution Stage 1 conditions at). Off the LoRA's *trained* ratio,
+so the transformation may soften — A/B against the default before relying on it.
+
+Usage:
+    import services.patches.ic_lora_stage2_lora  # noqa: F401
+    pipeline.use_lora_in_stage_2 = True  # opt in per pipeline before __call__
+"""
+
+from __future__ import annotations
+
+import logging
+import os
+import threading
+from collections.abc import Iterator
+from contextlib import contextmanager
+
+import torch
+
+from ltx_core.components.noisers import GaussianNoiser
+from ltx_core.model.video_vae import TilingConfig
+from ltx_core.model.video_vae.video_vae import VideoEncoder
+from ltx_core.types import Audio, VideoPixelShape
+from ltx_pipelines.ic_lora import ICLoraPipeline
+from ltx_pipelines.utils.args import ImageConditioningInput
+from ltx_pipelines.utils.constants import DISTILLED_SIGMAS, STAGE_2_DISTILLED_SIGMAS
+from ltx_pipelines.utils.denoisers import SimpleDenoiser
+from ltx_pipelines.utils.helpers import assert_resolution, combined_image_conditionings
+from ltx_pipelines.utils.types import ModalitySpec
+from services.patches import diffusion_stage_cache
+
+logger = logging.getLogger(__name__)
+
+
+# --- Scoped conditioning-encode tiling (see module docstring) ---
+_orig_encoder_forward = VideoEncoder.forward
+_encode_state = threading.local()
+
+
+def _should_tile(shape: torch.Size, cfg: TilingConfig) -> bool:
+    """True when ``tiled_encode`` would split this input into more than one tile.
+
+    Below the tile size in every dimension a single tile == the un-tiled forward, so we
+    skip tiling to keep small encodes (e.g. resolution_factor <= 1.0) exact. ``shape`` is
+    (B, C, F, H, W).
+    """
+    f, h, w = shape[-3], shape[-2], shape[-1]
+    sc = getattr(cfg, "spatial_config", None)
+    tc = getattr(cfg, "temporal_config", None)
+    if sc is not None and (h > sc.tile_size_in_pixels or w > sc.tile_size_in_pixels):
+        return True
+    if tc is not None and f > tc.tile_size_in_frames:
+        return True
+    return False
+
+
+def _scoped_tiling_forward(self: VideoEncoder, sample: torch.Tensor) -> torch.Tensor:
+    # Off unless an IC-LoRA reference encode opted in; per-tile re-entry (tiled_encode ->
+    # self.forward) and small inputs pass straight through to the original forward.
+    if not getattr(_encode_state, "tile", False) or getattr(_encode_state, "in_tiled", False):
+        return _orig_encoder_forward(self, sample)
+    cfg = TilingConfig.default()
+    if not _should_tile(sample.shape, cfg):
+        return _orig_encoder_forward(self, sample)
+    logger.info(
+        "[ic-lora] tiling conditioning VAE encode %s (tile %dpx) to avoid VRAM blow-up",
+        tuple(sample.shape), cfg.spatial_config.tile_size_in_pixels,
+    )
+    _encode_state.in_tiled = True
+    try:
+        return self.tiled_encode(sample, cfg)
+    finally:
+        _encode_state.in_tiled = False
+
+
+VideoEncoder.forward = _scoped_tiling_forward  # type: ignore[assignment]
+
+
+@contextmanager
+def _tile_ic_lora_encodes() -> Iterator[None]:
+    """Enable tiling of oversized VAE encodes for the wrapped block (this thread only)."""
+    prev = getattr(_encode_state, "tile", False)
+    _encode_state.tile = True
+    try:
+        yield
+    finally:
+        _encode_state.tile = prev
+
+
+# --- Stage-2 reference downscale (see module docstring) ---
+_STAGE2_REF_DOWNSCALE = max(1, int(os.environ.get("IC_LORA_STAGE2_REF_DOWNSCALE", "1")))
+
+
+@contextmanager
+def _stage2_reference_downscale(pipeline: object, extra: int, height: int, width: int) -> Iterator[None]:
+    """Temporarily raise the pipeline's reference_downscale_factor by ``extra`` so the Stage-2
+    reference video is encoded at lower res (~extra^2 fewer conditioning tokens). Restores it
+    after. No-op when extra <= 1 or the output dims aren't divisible by the effective factor
+    (which _create_conditionings would otherwise reject)."""
+    base = int(getattr(pipeline, "reference_downscale_factor", 1))
+    eff = base * extra
+    if extra <= 1 or height % eff != 0 or width % eff != 0:
+        if extra > 1:
+            logger.warning(
+                "[ic-lora] stage-2 ref downscale x%d skipped: output %dx%d not divisible by %d",
+                extra, width, height, eff,
+            )
+        yield
+        return
+    setattr(pipeline, "reference_downscale_factor", eff)
+    logger.info("[ic-lora] stage-2 reference downscale x%d (downscale_factor %d -> %d) to cut VRAM", extra, base, eff)
+    try:
+        yield
+    finally:
+        setattr(pipeline, "reference_downscale_factor", base)
+
+
+def _patched_call(  # noqa: PLR0913
+    self: ICLoraPipeline,
+    prompt: str,
+    seed: int,
+    height: int,
+    width: int,
+    num_frames: int,
+    frame_rate: float,
+    images: list[ImageConditioningInput],
+    video_conditioning: list[tuple[str, float]],
+    enhance_prompt: bool = False,
+    tiling_config: TilingConfig | None = None,
+    conditioning_attention_strength: float = 1.0,
+    skip_stage_2: bool = False,
+    conditioning_attention_mask: torch.Tensor | None = None,
+    stage_1_sigmas: torch.Tensor = DISTILLED_SIGMAS,
+    stage_2_sigmas: torch.Tensor = STAGE_2_DISTILLED_SIGMAS,
+) -> tuple[Iterator[torch.Tensor], Audio]:
+    """Copy of ICLoraPipeline.__call__ (pinned upstream rev) + IC-LoRA-in-stage-2 (PATCH)."""
+    use_lora_in_stage_2 = getattr(self, "use_lora_in_stage_2", False)
+
+    # PATCH (was): use_lora_in_stage_2 used to force stage 2 onto pinned-RAM streaming per call
+    # via streaming_prefetch_count, since the full-res reference conditioning roughly doubles the
+    # attention sequence and can overflow VRAM held resident. ltx_pipelines now fixes weight
+    # streaming (OffloadMode) at DiffusionStage construction time — LTXIcLoraPipeline.__init__
+    # bakes it into self.stage_2 via offload_mode_for_prefetch_count, so it can no longer be
+    # bumped per call here. If VRAM pressure resurfaces on use_lora_in_stage_2, the fix is a
+    # construction-time offload_mode override for this pipeline, not a per-call one.
+
+    assert_resolution(height=height, width=width, is_two_stage=True)
+    if not (0.0 <= conditioning_attention_strength <= 1.0):
+        raise ValueError(
+            f"conditioning_attention_strength must be in [0.0, 1.0], got {conditioning_attention_strength}"
+        )
+
+    generator = torch.Generator(device=self.device).manual_seed(seed)
+    noiser = GaussianNoiser(generator=generator)
+
+    (ctx_p,) = self.prompt_encoder(
+        [prompt],
+        enhance_first_prompt=enhance_prompt,
+        enhance_prompt_image=images[0][0] if len(images) > 0 else None,
+        enhance_prompt_seed=seed,
+    )
+    video_context, audio_context = ctx_p.video_encoding, ctx_p.audio_encoding
+
+    # Stage 1: Initial low resolution video generation.
+    stage_1_output_shape = VideoPixelShape(
+        batch=1,
+        frames=num_frames,
+        width=width // 2,
+        height=height // 2,
+        fps=frame_rate,
+    )
+
+    # PATCH: tile the reference-video VAE encode (oversized at high resolution_factor) —
+    # scoped to this block so the main pipeline's encodes are unaffected.
+    with _tile_ic_lora_encodes():
+        stage_1_conditionings = self.image_conditioner(
+            lambda enc: self._create_conditionings(
+                images=images,
+                video_conditioning=video_conditioning,
+                height=stage_1_output_shape.height,
+                width=stage_1_output_shape.width,
+                video_encoder=enc,
+                num_frames=num_frames,
+                conditioning_attention_strength=conditioning_attention_strength,
+                conditioning_attention_mask=conditioning_attention_mask,
+            )
+        )
+
+    stage_1_sigmas = stage_1_sigmas.to(dtype=torch.float32, device=self.device)
+
+    video_state, audio_state = self.stage_1(
+        denoiser=SimpleDenoiser(video_context, audio_context),
+        sigmas=stage_1_sigmas,
+        noiser=noiser,
+        width=stage_1_output_shape.width,
+        height=stage_1_output_shape.height,
+        frames=num_frames,
+        fps=frame_rate,
+        video=ModalitySpec(
+            context=video_context,
+            conditionings=stage_1_conditionings,
+        ),
+        audio=ModalitySpec(
+            context=audio_context,
+        ),
+    )
+
+    # EXPERIMENTAL: stage_1 and stage_2 never share a diffusion_stage_cache key here --
+    # stage_2 either goes streaming (use_lora_in_stage_2, see below) or uses different/
+    # empty LoRAs, so a stage_1 cache hit on stage_2 never happens for this pipeline.
+    # Evict eagerly (costs nothing) so the still-resident stage_1 transformer doesn't
+    # compete for VRAM with the stage_2 conditioning encode below, which runs before
+    # stage_2's own DiffusionStage call would otherwise trigger an eviction. Live repro:
+    # reserved VRAM climbed to ~41GB on a 31.82GB card and hung during that encode.
+    diffusion_stage_cache.evict()
+
+    if skip_stage_2:
+        # Skip Stage 2: Decode directly from Stage 1 output at half resolution
+        logging.info("[IC-LoRA] Skipping Stage 2 (--skip-stage-2 enabled)")
+        decoded_video = self.video_decoder(video_state.latent, tiling_config, generator)
+        decoded_audio = self.audio_decoder(audio_state.latent)
+        return decoded_video, decoded_audio
+
+    # Stage 2: Upsample and refine the video at higher resolution.
+    upscaled_video_latent = self.upsampler(video_state.latent[:1])
+
+    stage_2_sigmas = stage_2_sigmas.to(dtype=torch.float32, device=self.device)
+    stage_2_output_shape = VideoPixelShape(batch=1, frames=num_frames, width=width, height=height, fps=frame_rate)
+
+    # PATCH: keep stage 2's LoRAs in sync with the flag on EVERY call. DiffusionStage
+    # builds-on-call, so the builder's LoRAs decide what the next stage_2(...) constructs.
+    # Set both ways (LoRAs when on, () when off) so a cached pipeline reused with the flag
+    # flipped off doesn't carry stale LoRAs into a canonical refine.
+    self.stage_2._transformer_builder = self.stage_2._transformer_builder.with_loras(
+        self.stage_1._transformer_builder.loras if use_lora_in_stage_2 else ()
+    )
+
+    if use_lora_in_stage_2:
+        # Condition stage 2 on the reference video (not image-only) so the IC-LoRA
+        # transformation survives refinement instead of being repainted from the prompt.
+        logger.info("[ic-lora] stage 2 running WITH IC-LoRA (use_lora_in_stage_2)")
+        # PATCH: the full Stage-2-res reference encode/conditioning is the big VRAM spike. Tile
+        # the encode (scoped), and optionally downscale the reference (IC_LORA_STAGE2_REF_DOWNSCALE)
+        # so it carries fewer tokens — like Stage 1's half-res reference. See module docstring.
+        with _tile_ic_lora_encodes(), _stage2_reference_downscale(
+            self, _STAGE2_REF_DOWNSCALE, stage_2_output_shape.height, stage_2_output_shape.width
+        ):
+            stage_2_conditionings = self.image_conditioner(
+                lambda enc: self._create_conditionings(
+                    images=images,
+                    video_conditioning=video_conditioning,
+                    height=stage_2_output_shape.height,
+                    width=stage_2_output_shape.width,
+                    video_encoder=enc,
+                    num_frames=num_frames,
+                    conditioning_attention_strength=conditioning_attention_strength,
+                    conditioning_attention_mask=conditioning_attention_mask,
+                )
+            )
+    else:
+        stage_2_conditionings = self.image_conditioner(
+            lambda enc: combined_image_conditionings(
+                images=images,
+                height=stage_2_output_shape.height,
+                width=stage_2_output_shape.width,
+                video_encoder=enc,
+                dtype=self.dtype,
+                device=self.device,
+            )
+        )
+
+    video_state, audio_state = self.stage_2(
+        denoiser=SimpleDenoiser(video_context, audio_context),
+        sigmas=stage_2_sigmas,
+        noiser=noiser,
+        width=width,
+        height=height,
+        frames=num_frames,
+        fps=frame_rate,
+        video=ModalitySpec(
+            context=video_context,
+            conditionings=stage_2_conditionings,
+            noise_scale=stage_2_sigmas[0].item(),
+            initial_latent=upscaled_video_latent,
+        ),
+        audio=ModalitySpec(
+            context=audio_context,
+            noise_scale=stage_2_sigmas[0].item(),
+            initial_latent=audio_state.latent,
+        ),
+    )
+
+    decoded_video = self.video_decoder(video_state.latent, tiling_config, generator)
+    decoded_audio = self.audio_decoder(audio_state.latent)
+    return decoded_video, decoded_audio
+
+
+ICLoraPipeline.__call__ = _patched_call  # type: ignore[method-assign]
+
+
+if __name__ == "__main__":
+    cfg = TilingConfig.default()
+    sp = cfg.spatial_config.tile_size_in_pixels
+    fr = cfg.temporal_config.tile_size_in_frames
+    assert not _should_tile(torch.Size([1, 3, fr, sp, sp]), cfg), "exactly one tile -> no tiling"
+    assert _should_tile(torch.Size([1, 3, fr, sp, sp + 1]), cfg), "wider than a tile -> tile"
+    assert _should_tile(torch.Size([1, 3, fr + 1, sp, sp]), cfg), "more frames than a tile -> tile"
+    print("ic_lora_stage2_lora: tiling gate self-check OK")
diff --git a/backend/services/patches/pinned_pool_fix.py b/backend/services/patches/pinned_pool_fix.py
index 9ccf293f9..83bf3edec 100644
--- a/backend/services/patches/pinned_pool_fix.py
+++ b/backend/services/patches/pinned_pool_fix.py
@@ -17,6 +17,13 @@
 
 Remove this patch once the upstream ltx-core package includes the fix.
 
+NOTE: the upstream MPS-support work rewrote the weight-streaming subsystem
+(`ltx_core.layer_streaming` -> `ltx_core.block_streaming`). When that module is
+absent this patch cleanly no-ops — it only ever applied to the old _LayerStore,
+and it is irrelevant on MPS (DISK streaming). Whether the new block_streaming
+pins all blocks upfront (the waste this patch fixed) must be re-evaluated on CUDA
+before shipping there.
+
 Usage:
     import services.patches.pinned_pool_fix  # noqa: F401
 """
@@ -24,11 +31,21 @@
 from __future__ import annotations
 
 import itertools
+import logging
 
 import torch
 from torch import nn
 
-from ltx_core.layer_streaming import _LayerStore
+try:
+    from ltx_core.layer_streaming import _LayerStore
+
+    _AVAILABLE = True
+except ModuleNotFoundError:
+    _AVAILABLE = False
+    logging.getLogger(__name__).info(
+        "pinned_pool_fix: ltx_core.layer_streaming absent (streaming subsystem rewritten "
+        "upstream to block_streaming) — skipping bounded-pinned-pool patch."
+    )
 
 
 def _patched_init(self: _LayerStore, layers: nn.ModuleList, target_device: torch.device) -> None:
@@ -91,12 +108,13 @@ def _patched_cleanup(self: _LayerStore) -> None:
 
 
 # Apply patches
-assert hasattr(_LayerStore, "__init__"), "_LayerStore.__init__ not found — patch needs updating."
-assert hasattr(_LayerStore, "move_to_gpu"), "_LayerStore.move_to_gpu not found — patch needs updating."
-assert hasattr(_LayerStore, "evict_to_cpu"), "_LayerStore.evict_to_cpu not found — patch needs updating."
-assert hasattr(_LayerStore, "cleanup"), "_LayerStore.cleanup not found — patch needs updating."
-
-_LayerStore.__init__ = _patched_init  # type: ignore[assignment]
-_LayerStore.move_to_gpu = _patched_move_to_gpu  # type: ignore[assignment]
-_LayerStore.evict_to_cpu = _patched_evict_to_cpu  # type: ignore[assignment]
-_LayerStore.cleanup = _patched_cleanup  # type: ignore[assignment]
+if _AVAILABLE:
+    assert hasattr(_LayerStore, "__init__"), "_LayerStore.__init__ not found — patch needs updating."
+    assert hasattr(_LayerStore, "move_to_gpu"), "_LayerStore.move_to_gpu not found — patch needs updating."
+    assert hasattr(_LayerStore, "evict_to_cpu"), "_LayerStore.evict_to_cpu not found — patch needs updating."
+    assert hasattr(_LayerStore, "cleanup"), "_LayerStore.cleanup not found — patch needs updating."
+
+    _LayerStore.__init__ = _patched_init  # type: ignore[assignment]
+    _LayerStore.move_to_gpu = _patched_move_to_gpu  # type: ignore[assignment]
+    _LayerStore.evict_to_cpu = _patched_evict_to_cpu  # type: ignore[assignment]
+    _LayerStore.cleanup = _patched_cleanup  # type: ignore[assignment]
diff --git a/backend/services/patches/record_stream_fix.py b/backend/services/patches/record_stream_fix.py
index b86659f40..f62b427fc 100644
--- a/backend/services/patches/record_stream_fix.py
+++ b/backend/services/patches/record_stream_fix.py
@@ -11,6 +11,13 @@
 
 Remove this patch once the upstream ltx-core package includes the fix.
 
+NOTE: the upstream MPS-support work rewrote the weight-streaming subsystem
+(`ltx_core.layer_streaming` -> `ltx_core.block_streaming`). When that module is
+absent this patch cleanly no-ops — the CUDA record_stream workaround only ever
+applied to the old LayerStreamingWrapper, and it is irrelevant on MPS. Whether
+the RTX 5090 allocator issue still needs a workaround under the new
+block_streaming path must be re-evaluated on CUDA before shipping there.
+
 Usage:
     import services.patches.record_stream_fix  # noqa: F401
 """
@@ -19,12 +26,22 @@
 
 import functools
 import itertools
+import logging
 from typing import Any
 
 import torch
 from torch import nn
 
-from ltx_core.layer_streaming import LayerStreamingWrapper
+try:
+    from ltx_core.layer_streaming import LayerStreamingWrapper
+
+    _AVAILABLE = True
+except ModuleNotFoundError:
+    _AVAILABLE = False
+    logging.getLogger(__name__).info(
+        "record_stream_fix: ltx_core.layer_streaming absent (streaming subsystem rewritten "
+        "upstream to block_streaming) — skipping CUDA record_stream patch."
+    )
 
 
 def _patched_register_hooks(self: LayerStreamingWrapper) -> None:
@@ -82,18 +99,17 @@ def _post_hook(
         self._hooks.extend([h1, h2])
 
 
-_original_teardown = LayerStreamingWrapper.teardown
-
-
-def _patched_teardown(self: LayerStreamingWrapper) -> None:
-    # Clear held GPU references before the original teardown evicts layers.
-    if hasattr(self, "_gpu_refs"):
-        torch.cuda.synchronize(device=self._target_device)
-        self._gpu_refs.clear()
-        self._ref_events.clear()
-    _original_teardown(self)
+if _AVAILABLE:
+    _original_teardown = LayerStreamingWrapper.teardown
 
+    def _patched_teardown(self: LayerStreamingWrapper) -> None:
+        # Clear held GPU references before the original teardown evicts layers.
+        if hasattr(self, "_gpu_refs"):
+            torch.cuda.synchronize(device=self._target_device)
+            self._gpu_refs.clear()
+            self._ref_events.clear()
+        _original_teardown(self)
 
-# Apply patches.
-LayerStreamingWrapper._register_hooks = _patched_register_hooks  # type: ignore[assignment]
-LayerStreamingWrapper.teardown = _patched_teardown  # type: ignore[assignment]
+    # Apply patches.
+    LayerStreamingWrapper._register_hooks = _patched_register_hooks  # type: ignore[assignment]
+    LayerStreamingWrapper.teardown = _patched_teardown  # type: ignore[assignment]
diff --git a/backend/services/patches/safetensors_metadata_fix.py b/backend/services/patches/safetensors_metadata_fix.py
index cf2b7253b..08bae4fcc 100644
--- a/backend/services/patches/safetensors_metadata_fix.py
+++ b/backend/services/patches/safetensors_metadata_fix.py
@@ -46,9 +46,16 @@ def _patched_model_metadata(self: SafetensorsModelStateDictLoader, path: str) ->
 SafetensorsModelStateDictLoader.metadata = _patched_model_metadata  # type: ignore[assignment]
 
 
-# --- Patch 2: ltx_pipelines.ic_lora._read_lora_reference_downscale_factor ---
+# --- Patch 2: ltx_pipelines read_lora_reference_downscale_factor ---
+# The upstream MPS-support work moved this helper to ltx_pipelines.iclora_utils and renamed it
+# (dropped the leading underscore); ic_lora re-imports it, so both bindings are patched.
+# The upstream version still uses safetensors safe_open (Windows commit-charge concern), so
+# this mmap-free replacement is still worth applying.
 
 import ltx_pipelines.ic_lora as _ic_lora_module
+import ltx_pipelines.iclora_utils as _iclora_utils_module
+
+_DOWNSCALE_FN = "read_lora_reference_downscale_factor"
 
 
 def _patched_read_lora_reference_downscale_factor(lora_path: str) -> int:
@@ -61,10 +68,14 @@ def _patched_read_lora_reference_downscale_factor(lora_path: str) -> int:
         return 1
 
 
-assert hasattr(_ic_lora_module, "_read_lora_reference_downscale_factor"), (
-    "ltx_pipelines.ic_lora._read_lora_reference_downscale_factor not found — patch needs updating."
+assert hasattr(_iclora_utils_module, _DOWNSCALE_FN), (
+    f"ltx_pipelines.iclora_utils.{_DOWNSCALE_FN} not found — patch needs updating."
 )
-_ic_lora_module._read_lora_reference_downscale_factor = _patched_read_lora_reference_downscale_factor
+setattr(_iclora_utils_module, _DOWNSCALE_FN, _patched_read_lora_reference_downscale_factor)
+# ic_lora binds the name via `from ...iclora_utils import ...`, so its module-local reference
+# (the actual call site) must be patched too.
+if hasattr(_ic_lora_module, _DOWNSCALE_FN):
+    setattr(_ic_lora_module, _DOWNSCALE_FN, _patched_read_lora_reference_downscale_factor)
 
 
 # --- Patch 3: ltx_pipelines.utils.constants.detect_params ---
diff --git a/backend/services/retake_pipeline/ltx_retake_pipeline.py b/backend/services/retake_pipeline/ltx_retake_pipeline.py
index 17a037967..32f1e32fa 100644
--- a/backend/services/retake_pipeline/ltx_retake_pipeline.py
+++ b/backend/services/retake_pipeline/ltx_retake_pipeline.py
@@ -24,9 +24,17 @@
 from ltx_core.types import Audio
 from ltx_pipelines.utils.media_io import encode_video, get_videostream_metadata
 
+from api_types import ExtendMode
+from services.ltx_pipeline_common import offload_mode_for_prefetch_count
 from services.retake_pipeline.retake_pipeline import RetakePipeline
 
 
+# Seam feather for extend: widen the regenerated region this far INTO the kept source so the
+# frozen->generated boundary blends instead of cutting hard. Mirrors the cloud gateway's
+# MASK_DELTA_SECONDS (ltxv-api retake-edit-window.computePadding). 0 disables the feather.
+_EXTEND_MASK_DELTA_SECONDS = 0.5
+
+
 
 class LTXRetakePipeline:
     @staticmethod
@@ -69,13 +77,14 @@ def __init__(
 
         self.device = device
         self.dtype = torch.bfloat16
-        self._streaming_prefetch_count = streaming_prefetch_count
+        offload_mode = offload_mode_for_prefetch_count(streaming_prefetch_count, device)
 
         self.prompt_encoder = PromptEncoder(
             checkpoint_path=checkpoint_path,
             gemma_root=gemma_root or "",
             dtype=self.dtype,
             device=device,
+            offload_mode=offload_mode,
         )
         self.image_conditioner = ImageConditioner(
             checkpoint_path=checkpoint_path,
@@ -87,12 +96,13 @@ def __init__(
             dtype=self.dtype,
             device=device,
         )
-        self.stage = DiffusionStage(
+        self.stage = DiffusionStage.from_checkpoint(  # type: ignore[reportUnknownMemberType]
             checkpoint_path=checkpoint_path,
             dtype=self.dtype,
             device=device,
             loras=tuple(loras),
             quantization=quantization,
+            offload_mode=offload_mode,
         )
         self.video_decoder = VideoDecoder(
             checkpoint_path=checkpoint_path,
@@ -122,18 +132,24 @@ def _run(  # noqa: PLR0913, PLR0915
         regenerate_audio: bool = True,
         enhance_prompt: bool = False,
         distilled: bool = False,
-        streaming_prefetch_count: int | None = None,
+        extend_frames: int = 0,
+        extend_at: ExtendMode = "end",
+        target_width: int | None = None,
+        target_height: int | None = None,
+        target_frames: int | None = None,
     ) -> tuple[Iterator[torch.Tensor], Audio]:
         from ltx_core.components.guiders import MultiModalGuider
         from ltx_core.components.noisers import GaussianNoiser
         from ltx_core.components.schedulers import LTX2Scheduler
         from ltx_core.conditioning.types.noise_mask_cond import TemporalRegionMask
+        from ltx_core.types import AudioLatentShape, VideoLatentShape
         from ltx_pipelines.utils.constants import DISTILLED_SIGMA_VALUES as _distilled_sigmas
         from ltx_pipelines.utils.denoisers import GuidedDenoiser, SimpleDenoiser
         from ltx_pipelines.utils.helpers import audio_latent_from_file, video_latent_from_file
         from ltx_pipelines.utils.types import ModalitySpec
 
-        if start_time >= end_time:
+        is_extend = extend_frames > 0
+        if not is_extend and start_time >= end_time:
             raise ValueError(f"start_time ({start_time}) must be less than end_time ({end_time})")
 
         effective_seed = int(torch.randint(0, 2**31, (1,)).item()) if seed < 0 else seed
@@ -152,6 +168,13 @@ def _run(  # noqa: PLR0913, PLR0915
 
         # --- Encode source video (tiled) ---
         output_shape = get_videostream_metadata(video_path)
+        # Optional downscale: encode/generate at the requested (already 32-corrected) size.
+        # video_latent_from_file resizes the source frames to output_shape during encoding.
+        if target_width is not None and target_height is not None:
+            output_shape = output_shape._replace(width=target_width, height=target_height)
+        # Optional frame-count trim: corrected to a valid 8k+1 source length.
+        if target_frames is not None:
+            output_shape = output_shape._replace(frames=target_frames)
 
         initial_video_latent = self.image_conditioner(
             lambda enc: video_latent_from_file(
@@ -177,6 +200,40 @@ def _run(  # noqa: PLR0913, PLR0915
             )
         )
 
+        # --- Resolve target shape + the temporal region to regenerate ---
+        # Retake regenerates an interior window [start_time, end_time]; extend grows the
+        # latent (zeros prepended/appended in latent-frame space, VAE temporal factor 8)
+        # and regenerates only the new region. The source is frozen by the mask either way.
+        if is_extend:
+            target_shape = output_shape._replace(frames=output_shape.frames + extend_frames)
+            pad_video_frames = (
+                VideoLatentShape.from_pixel_shape(target_shape).frames
+                - VideoLatentShape.from_pixel_shape(output_shape).frames
+            )
+            if initial_video_latent is not None:
+                initial_video_latent = self._pad_latent_frames(initial_video_latent, pad_video_frames, extend_at)
+            if initial_audio_latent is not None:
+                pad_audio_frames = (
+                    AudioLatentShape.from_video_pixel_shape(target_shape).frames
+                    - AudioLatentShape.from_video_pixel_shape(output_shape).frames
+                )
+                initial_audio_latent = self._pad_latent_frames(initial_audio_latent, pad_audio_frames, extend_at)
+            # Feather the seam by MASK_DELTA frames INTO the kept source on the side adjacent
+            # to the new region (matches the cloud gateway), so the model regenerates a short
+            # tail/lead of real source and blends the join instead of cutting hard.
+            mask_delta_frames = round(_EXTEND_MASK_DELTA_SECONDS * output_shape.fps)
+            if extend_at == "start":
+                # New content leads; extend the mask forward into the source start.
+                region_start = 0.0
+                region_end = min(target_shape.frames, extend_frames + mask_delta_frames) / output_shape.fps
+            else:
+                # New content trails; pull the mask back into the source tail.
+                region_start = max(0, output_shape.frames - mask_delta_frames) / output_shape.fps
+                region_end = target_shape.frames / output_shape.fps
+        else:
+            target_shape = output_shape
+            region_start, region_end = start_time, end_time
+
 
         # --- Text encoding ---
 
@@ -185,7 +242,6 @@ def _run(  # noqa: PLR0913, PLR0915
             prompts_to_encode,
             enhance_first_prompt=enhance_prompt,
             enhance_prompt_seed=effective_seed,
-            streaming_prefetch_count=streaming_prefetch_count,
         )
 
 
@@ -194,7 +250,7 @@ def _run(  # noqa: PLR0913, PLR0915
         # --- Build modality specs ---
         video_modality_spec = ModalitySpec(
             context=v_context_p,
-            conditionings=[TemporalRegionMask(start_time=start_time, end_time=end_time, fps=output_shape.fps)]
+            conditionings=[TemporalRegionMask(start_time=region_start, end_time=region_end, fps=output_shape.fps)]
             if regenerate_video
             else [],
             initial_latent=initial_video_latent,
@@ -204,7 +260,7 @@ def _run(  # noqa: PLR0913, PLR0915
         if a_context_p is not None:
             audio_modality_spec = ModalitySpec(
                 context=a_context_p,
-                conditionings=[TemporalRegionMask(start_time=start_time, end_time=end_time, fps=output_shape.fps)]
+                conditionings=[TemporalRegionMask(start_time=region_start, end_time=region_end, fps=output_shape.fps)]
                 if (initial_audio_latent is not None and regenerate_audio)
                 else [],
                 initial_latent=initial_audio_latent,
@@ -233,13 +289,12 @@ def _run(  # noqa: PLR0913, PLR0915
             denoiser=denoiser,
             sigmas=sigmas,
             noiser=noiser,
-            width=output_shape.width,
-            height=output_shape.height,
-            frames=output_shape.frames,
-            fps=output_shape.fps,
+            width=target_shape.width,
+            height=target_shape.height,
+            frames=target_shape.frames,
+            fps=target_shape.fps,
             video=video_modality_spec,
             audio=audio_modality_spec,
-            streaming_prefetch_count=streaming_prefetch_count,
         )
 
 
@@ -271,9 +326,13 @@ def generate(
         regenerate_audio: bool = True,
         enhance_prompt: bool = False,
         distilled: bool = True,
+        target_width: int | None = None,
+        target_height: int | None = None,
+        target_frames: int | None = None,
     ) -> None:
         meta = get_videostream_metadata(video_path)
-        fps, num_frames = meta.fps, meta.frames
+        fps = meta.fps
+        num_frames = target_frames if target_frames is not None else meta.frames
         video_iter, audio = self._run(
             video_path=video_path,
             prompt=prompt,
@@ -288,7 +347,9 @@ def generate(
             regenerate_audio=regenerate_audio,
             enhance_prompt=enhance_prompt,
             distilled=distilled,
-            streaming_prefetch_count=self._streaming_prefetch_count,
+            target_width=target_width,
+            target_height=target_height,
+            target_frames=target_frames,
         )
         audio_out: Audio | None = audio
         tiling_config = TilingConfig.default()
@@ -300,3 +361,64 @@ def generate(
             output_path=output_path,
             video_chunks_number=video_chunks,
         )
+
+    @torch.no_grad()
+    def extend(
+        self,
+        *,
+        video_path: str,
+        prompt: str,
+        extend_frames: int,
+        mode: ExtendMode,
+        seed: int,
+        output_path: str,
+        negative_prompt: str = "",
+        regenerate_audio: bool = True,
+        enhance_prompt: bool = False,
+        distilled: bool = True,
+        target_width: int | None = None,
+        target_height: int | None = None,
+        target_frames: int | None = None,
+    ) -> None:
+        meta = get_videostream_metadata(video_path)
+        fps = meta.fps
+        source_frames = target_frames if target_frames is not None else meta.frames
+        total_frames = source_frames + extend_frames
+        video_iter, audio = self._run(
+            video_path=video_path,
+            prompt=prompt,
+            start_time=0.0,
+            end_time=0.0,
+            seed=seed,
+            negative_prompt=negative_prompt,
+            video_guider_params=None,
+            audio_guider_params=None,
+            regenerate_video=True,
+            regenerate_audio=regenerate_audio,
+            enhance_prompt=enhance_prompt,
+            distilled=distilled,
+            extend_frames=extend_frames,
+            extend_at=mode,
+            target_width=target_width,
+            target_height=target_height,
+            target_frames=target_frames,
+        )
+        tiling_config = TilingConfig.default()
+        video_chunks = get_video_chunks_number(total_frames, tiling_config)
+        encode_video(
+            video=video_iter,
+            fps=int(fps),
+            audio=audio,
+            output_path=output_path,
+            video_chunks_number=video_chunks,
+        )
+
+    @staticmethod
+    def _pad_latent_frames(latent: torch.Tensor, pad_frames: int, at: ExtendMode) -> torch.Tensor:
+        """Zero-pad a latent on its temporal axis (dim 2): front for ``start``, back for ``end``."""
+        if pad_frames <= 0:
+            return latent
+        pad_shape = list(latent.shape)
+        pad_shape[2] = pad_frames
+        pad = torch.zeros(pad_shape, device=latent.device, dtype=latent.dtype)
+        return torch.cat([pad, latent] if at == "start" else [latent, pad], dim=2)
diff --git a/backend/services/retake_pipeline/retake_pipeline.py b/backend/services/retake_pipeline/retake_pipeline.py
index 09a9c1c27..db0cce1e5 100644
--- a/backend/services/retake_pipeline/retake_pipeline.py
+++ b/backend/services/retake_pipeline/retake_pipeline.py
@@ -4,6 +4,8 @@
 
 from typing import TYPE_CHECKING, Protocol
 
+from api_types import ExtendMode
+
 if TYPE_CHECKING:
     import torch
     from ltx_core.components.guiders import MultiModalGuiderParams
@@ -40,4 +42,25 @@ def generate(
         regenerate_audio: bool = True,
         enhance_prompt: bool = False,
         distilled: bool = True,
+        target_width: int | None = None,
+        target_height: int | None = None,
+        target_frames: int | None = None,
+    ) -> None: ...
+
+    def extend(
+        self,
+        *,
+        video_path: str,
+        prompt: str,
+        extend_frames: int,
+        mode: ExtendMode,
+        seed: int,
+        output_path: str,
+        negative_prompt: str = "",
+        regenerate_audio: bool = True,
+        enhance_prompt: bool = False,
+        distilled: bool = True,
+        target_width: int | None = None,
+        target_height: int | None = None,
+        target_frames: int | None = None,
     ) -> None: ...
diff --git a/backend/services/text_encoder/ltx_text_encoder.py b/backend/services/text_encoder/ltx_text_encoder.py
index 5fb760396..1eaac8e00 100644
--- a/backend/services/text_encoder/ltx_text_encoder.py
+++ b/backend/services/text_encoder/ltx_text_encoder.py
@@ -2,6 +2,7 @@
 
 from __future__ import annotations
 
+import io
 import logging
 import pickle
 import time
@@ -19,6 +20,33 @@
 logger = logging.getLogger(__name__)
 
 
+class _CpuUnpickler(pickle.Unpickler):
+    """Unpickler that maps torch storages to CPU on load.
+
+    The LTX API returns conditioning pickled with tensors that were on CUDA. Plain
+    ``pickle.loads`` routes each storage through ``torch.storage._load_from_bytes`` ->
+    ``torch.load`` with no ``map_location``, which raises on a machine without CUDA
+    (Apple Silicon / CPU-only). Overriding that one symbol injects ``map_location='cpu'``
+    so the tensors deserialize on CPU; callers then ``.to(device)`` as needed.
+    """
+
+    def find_class(self, module: str, name: str) -> Any:
+        if module == "torch.storage" and name == "_load_from_bytes":
+
+            def _load_from_bytes_cpu(b: bytes) -> Any:
+                return torch.load(io.BytesIO(b), map_location="cpu")
+
+            return _load_from_bytes_cpu
+        # Restrict deserialization to torch's rebuild helpers + stdlib containers. The
+        # payload comes from a network response; without this, a compromised / MITM'd
+        # response could name any importable callable (os.system, builtins.eval, …) and
+        # turn unpickling into RCE. A module-level allowlist blocks that while still
+        # admitting whatever torch rebuild symbol the conditioning stream actually uses.
+        if module.split(".", 1)[0] == "torch" or module == "collections":
+            return super().find_class(module, name)
+        raise pickle.UnpicklingError(f"disallowed pickle global: {module}.{name}")
+
+
 class LTXTextEncoder:
     """Stateless text encoding operations with idempotent monkey-patching."""
 
@@ -26,6 +54,7 @@ def __init__(self, device: torch.device, http: HTTPClient, ltx_api_base_url: str
         self.device = device
         self.http = http
         self.ltx_api_base_url = ltx_api_base_url
+        self._prompt_encoder_init_patched = False
         self._prompt_encoder_patched = False
         self._cleanup_memory_patched = False
 
@@ -43,10 +72,12 @@ def _install_prompt_encoder_init_patch(self) -> None:
         when gemma_root is falsy, creating a stub that the __call__ patch will
         intercept before any model loading.
         """
+        if self._prompt_encoder_init_patched:
+            return
         try:
             from ltx_pipelines.utils.blocks import PromptEncoder
 
-            original_init = PromptEncoder.__init__
+            original_init = PromptEncoder.__init__  # type: ignore[reportUnknownVariableType, reportUnknownMemberType]
 
             def patched_init(
                 self_encoder: PromptEncoder,
@@ -54,17 +85,22 @@ def patched_init(
                 gemma_root: str,
                 dtype: Any,
                 device: Any,
-                registry: Any = None,
+                *args: Any,
+                **kwargs: Any,
             ) -> None:
+                # Forward *args/**kwargs verbatim so this patch tracks the real
+                # PromptEncoder.__init__ signature (registry, offload_mode,
+                # text_encoder_builder, ...) instead of pinning a fixed arg list.
                 if not gemma_root:
                     self_encoder._dtype = dtype  # type: ignore[attr-defined]
                     self_encoder._device = device  # type: ignore[attr-defined]
                     self_encoder._text_encoder_builder = None  # type: ignore[attr-defined]
                     self_encoder._embeddings_processor_builder = None  # type: ignore[attr-defined]
                     return
-                original_init(self_encoder, checkpoint_path, gemma_root, dtype, device, registry)
+                original_init(self_encoder, checkpoint_path, gemma_root, dtype, device, *args, **kwargs)
 
             PromptEncoder.__init__ = patched_init  # type: ignore[assignment]
+            self._prompt_encoder_init_patched = True
             logger.info("Installed PromptEncoder.__init__ patch for None gemma_root")
         except Exception as exc:
             logger.warning("Failed to patch PromptEncoder.__init__: %s", exc, exc_info=True)
@@ -201,7 +237,9 @@ def encode_via_api(self, prompt: str, api_key: str, checkpoint_path: str, enhanc
                 logger.warning("LTX API error %s: %s", response.status_code, response.text)
                 return None
 
-            conditioning = pickle.loads(response.content)  # noqa: S301
+            # Map CUDA storages to CPU during unpickling so this works on non-CUDA hosts
+            # (Apple Silicon / CPU-only); the tensors are moved to self.device below.
+            conditioning = _CpuUnpickler(io.BytesIO(response.content)).load()  # noqa: S301
             if not conditioning or len(conditioning) == 0:
                 logger.warning("LTX API returned unexpected conditioning format")
                 return None
diff --git a/backend/services/video_processor/video_processor.py b/backend/services/video_processor/video_processor.py
index c46b82281..02afa9a71 100644
--- a/backend/services/video_processor/video_processor.py
+++ b/backend/services/video_processor/video_processor.py
@@ -28,6 +28,9 @@ def get_video_info(self, cap: VideoCaptureLike) -> VideoInfoPayload:
     def read_frame(self, cap: VideoCaptureLike, frame_idx: int | None = None) -> FrameArray | None:
         ...
 
+    def read_image(self, path: str) -> FrameArray:
+        ...
+
     def apply_canny(self, frame: FrameArray) -> FrameArray:
         ...
 
diff --git a/backend/services/video_processor/video_processor_impl.py b/backend/services/video_processor/video_processor_impl.py
index 30080d65d..dedc21f7d 100644
--- a/backend/services/video_processor/video_processor_impl.py
+++ b/backend/services/video_processor/video_processor_impl.py
@@ -41,6 +41,14 @@ def read_frame(self, cap: VideoCaptureLike, frame_idx: int | None = None) -> Fra
             return None
         return cast(FrameArray, frame)
 
+    def read_image(self, path: str) -> FrameArray:
+        import cv2
+
+        img = cv2.imread(path)
+        if img is None:
+            raise ValueError(f"Could not read image: {path}")
+        return cast(FrameArray, img)
+
     def apply_canny(self, frame: FrameArray) -> FrameArray:
         import cv2
         import numpy as np
@@ -83,7 +91,12 @@ def create_writer(self, path: str, fourcc: str, fps: float, size: tuple[int, int
         import cv2
 
         code = cv2.VideoWriter.fourcc(*fourcc)
-        return cast(VideoWriterLike, cv2.VideoWriter(path, code, fps, size))
+        writer = cv2.VideoWriter(path, code, fps, size)
+        # cv2.VideoWriter doesn't raise on a bad codec/dims/unwritable path — it returns a
+        # no-op writer that silently produces a 0-byte file. Fail loudly here instead.
+        if not writer.isOpened():
+            raise ValueError(f"Could not open video writer for {path} (codec={fourcc}, size={size})")
+        return cast(VideoWriterLike, writer)
 
     def release(self, cap_or_writer: VideoCaptureLike | VideoWriterLike) -> None:
         try:
diff --git a/backend/state/app_settings.py b/backend/state/app_settings.py
index 9e9eb0b21..f099ae82e 100644
--- a/backend/state/app_settings.py
+++ b/backend/state/app_settings.py
@@ -6,6 +6,8 @@
 
 from pydantic import BaseModel, ConfigDict, Field, create_model, field_validator
 
+from api_types import LTXLocalModelId
+
 
 def _to_camel_case(field_name: str) -> str:
     special_aliases = {
@@ -47,6 +49,7 @@ class SettingsPatchModel(SettingsBaseModel):
 
 class AppSettings(SettingsBaseModel):
     use_torch_compile: bool = False
+    diffusion_stage_cache_enabled: bool = False
     ltx_api_key: str = ""
     user_prefers_ltx_api_video_generations: bool = False
     fal_api_key: str = ""
@@ -58,6 +61,7 @@ class AppSettings(SettingsBaseModel):
     seed_locked: bool = False
     locked_seed: int = 42
     models_dir: str = ""
+    active_ltx_model_id: LTXLocalModelId | None = None
 
     @field_validator("prompt_cache_size", mode="before")
     @classmethod
@@ -116,6 +120,7 @@ def _is_settings_model_annotation(annotation: object) -> TypeGuard[type[Settings
 
 class SettingsResponse(SettingsBaseModel):
     use_torch_compile: bool = False
+    diffusion_stage_cache_enabled: bool = False
     has_ltx_api_key: bool = False
     user_prefers_ltx_api_video_generations: bool = False
     has_fal_api_key: bool = False
@@ -127,6 +132,7 @@ class SettingsResponse(SettingsBaseModel):
     seed_locked: bool = False
     locked_seed: int = 42
     models_dir: str = ""
+    active_ltx_model_id: LTXLocalModelId | None = None
 
 
 def to_settings_response(settings: AppSettings) -> SettingsResponse:
diff --git a/backend/state/app_state_types.py b/backend/state/app_state_types.py
index 408bafd98..57f9d82a9 100644
--- a/backend/state/app_state_types.py
+++ b/backend/state/app_state_types.py
@@ -65,6 +65,26 @@ class DownloadingSession:
     completed_bytes: int
 
 
+# One shape for both catalog download kinds (IC-LoRA + plain LoRA). The kinds keep separate
+# state slots below so an IC-LoRA download never collides with a plain-LoRA one; `item_id` is
+# the catalog id of whichever kind owns the slot.
+@dataclass
+class CatalogDownloadSession:
+    id: DownloadSessionId
+    item_id: str
+    downloaded_bytes: int
+    expected_bytes: int
+    speed_bytes_per_sec: float = 0.0
+
+
+def _default_completed_ic_lora_download_sessions() -> dict[DownloadSessionId, DownloadSessionResult]:
+    return {}
+
+
+def _default_completed_lora_download_sessions() -> dict[DownloadSessionId, DownloadSessionResult]:
+    return {}
+
+
 # ============================================================
 # Text encoding
 # ============================================================
@@ -102,6 +122,11 @@ class TextEncoderState:
 class VideoPipelineState:
     pipeline: FastVideoPipeline
     is_compiled: bool
+    loras: tuple[tuple[str, float], ...] = field(default_factory=tuple)
+    # gemma_root the pipeline's text encoder was built with. Part of the cache key: switching
+    # text-encoding mode (API<->local) changes it, and a cached pipeline built for the other
+    # mode must be rebuilt (an API-mode pipeline has a stub encoder that can't encode locally).
+    gemma_root: str | None = None
 
 
 @dataclass
@@ -115,15 +140,19 @@ class PoseResources:
 class ICLoraState:
     pipeline: IcLoraPipeline
     lora_path: str
-    depth_pipeline: DepthProcessorPipeline
-    depth_model_path: str
+    depth_pipeline: DepthProcessorPipeline | None
+    depth_model_path: str | None
+    lora_strength: float = 1.0
     pose_resources: PoseResources | None = None
     conditioning_cache: ConditioningCache = field(default_factory=ConditioningCache)
+    gemma_root: str | None = None  # cache key — see VideoPipelineState.gemma_root
 
 
 @dataclass
 class A2VPipelineState:
     pipeline: A2VPipeline
+    loras: tuple[tuple[str, float], ...] = field(default_factory=tuple)
+    gemma_root: str | None = None  # cache key — see VideoPipelineState.gemma_root
 
 
 @dataclass
@@ -131,6 +160,7 @@ class RetakePipelineState:
     pipeline: RetakePipeline
     distilled: bool
     quantized: bool
+    gemma_root: str | None = None  # cache key — see VideoPipelineState.gemma_root
 
 
 # ============================================================
@@ -155,7 +185,9 @@ class GenerationRunning:
 @dataclass
 class GenerationComplete:
     id: str
-    result: str | list[str]
+    # None = completed successfully but produced no locally-recoverable artifact
+    # (e.g. an API retake that returned a remote payload instead of video bytes).
+    result: str | list[str] | None
 
 
 @dataclass
@@ -242,3 +274,11 @@ class AppState:
         default_factory=_default_completed_download_sessions
     )
     hf_auth_state: HfAuthState = field(default_factory=HfNotAuthenticated)
+    ic_lora_download_session: CatalogDownloadSession | None = None
+    completed_ic_lora_download_sessions: dict[DownloadSessionId, DownloadSessionResult] = field(
+        default_factory=_default_completed_ic_lora_download_sessions
+    )
+    lora_download_session: CatalogDownloadSession | None = None
+    completed_lora_download_sessions: dict[DownloadSessionId, DownloadSessionResult] = field(
+        default_factory=_default_completed_lora_download_sessions
+    )
diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py
index e5a176538..8eccbe64f 100644
--- a/backend/tests/conftest.py
+++ b/backend/tests/conftest.py
@@ -68,6 +68,7 @@ def test_state(tmp_path: Path, fake_services: FakeServices):
         http=fake_services.http,
         gpu_cleaner=fake_services.gpu_cleaner,
         model_downloader=fake_services.model_downloader,
+        lora_catalog_provider=fake_services.lora_catalog_provider,
         gpu_info=fake_services.gpu_info,
         video_processor=fake_services.video_processor,
         text_encoder=fake_services.text_encoder,
@@ -140,6 +141,23 @@ def _create(include_zit: bool = False):
     return _create
 
 
+@pytest.fixture
+def create_fake_lora(test_state):
+    """Write a fake LoRA file under the models dir and return its resolved path.
+
+    Refs are now contained to models_dir + must exist (resolve_lora_ref), so tests
+    that forward LoRAs need a real on-disk file rather than an arbitrary path.
+    """
+    def _create(name: str = "style.safetensors") -> str:
+        loras_dir = test_state.config.default_models_dir / "loras"
+        loras_dir.mkdir(parents=True, exist_ok=True)
+        path = loras_dir / name
+        path.write_bytes(b"\x00" * 1024)
+        return str(path.resolve())
+
+    return _create
+
+
 @pytest.fixture
 def create_fake_ic_lora_files(test_state):
     def _create(include_depth: bool = True):
diff --git a/backend/tests/fakes/fake_gpu_info.py b/backend/tests/fakes/fake_gpu_info.py
index a94f6ad78..72eef4453 100644
--- a/backend/tests/fakes/fake_gpu_info.py
+++ b/backend/tests/fakes/fake_gpu_info.py
@@ -11,6 +11,7 @@ def __init__(self) -> None:
         self.mps_available = False
         self.gpu_name: str | None = None
         self.vram_gb: int | None = None
+        self.available_ram_gb: int | None = None
         self.gpu_info: GpuTelemetryPayload = {"name": "Unknown", "vram": 0, "vramUsed": 0}
 
     def get_gpu_info(self) -> GpuTelemetryPayload:
@@ -30,3 +31,6 @@ def get_device_name(self) -> str | None:
 
     def get_vram_total_gb(self) -> int | None:
         return self.vram_gb
+
+    def get_available_ram_gb(self) -> int | None:
+        return self.available_ram_gb
diff --git a/backend/tests/fakes/services.py b/backend/tests/fakes/services.py
index 85cb065de..5c4b433b2 100644
--- a/backend/tests/fakes/services.py
+++ b/backend/tests/fakes/services.py
@@ -8,12 +8,35 @@
 from typing import Any, ClassVar
 
 from PIL import Image
-from api_types import ImageConditioningInput, VideoCameraMotion
+from api_types import (
+    ExtendMode,
+    ImageConditioningInput,
+    InstructionSection,
+    IcLoraCatalogItem,
+    IcLoraControl,
+    LoraCatalogFile,
+    LoraCatalogItem,
+    DownloadSpec,
+    DownloadVariant,
+    InputSpec,
+    PreprocessingStep,
+    IcLoraSettings,
+    RetakeMode,
+    VideoCameraMotion,
+)
 from services.interfaces import VideoInfoPayload
 from services.ltx_api_client.ltx_api_client import LTXRetakeResult
 from tests.fakes.fake_gpu_info import FakeGpuInfo
 
 
+def _dl(repo_id: str, filename: str, size_bytes: int = 10) -> DownloadSpec:
+    """Single-checkpoint DownloadSpec (first/only variant = default)."""
+    return DownloadSpec(
+        repo_id=repo_id,
+        variants=[DownloadVariant(id="default", label="Default", filename=filename, size_bytes=size_bytes)],
+    )
+
+
 @dataclass
 class FakeResponse:
     status_code: int = 200
@@ -119,15 +142,18 @@ def __init__(self) -> None:
         self.image_to_video_calls: list[dict[str, Any]] = []
         self.audio_to_video_calls: list[dict[str, Any]] = []
         self.retake_calls: list[dict[str, Any]] = []
+        self.extend_calls: list[dict[str, Any]] = []
         self.raise_on_upload_file: Exception | None = None
         self.raise_on_text_to_video: Exception | None = None
         self.raise_on_image_to_video: Exception | None = None
         self.raise_on_audio_to_video: Exception | None = None
         self.raise_on_retake: Exception | None = None
+        self.raise_on_extend: Exception | None = None
         self.text_to_video_result = b"fake-ltx-api-t2v-video"
         self.image_to_video_result = b"fake-ltx-api-i2v-video"
         self.audio_to_video_result = b"fake-ltx-api-a2v-video"
         self.retake_result = LTXRetakeResult(video_bytes=b"fake-ltx-api-retake-video", result_payload=None)
+        self.extend_result = LTXRetakeResult(video_bytes=b"fake-ltx-api-extend-video", result_payload=None)
         self.upload_file_results: dict[str, str] = {}
 
     def upload_file(
@@ -237,7 +263,7 @@ def retake(
         start_time: float,
         duration: float,
         prompt: str,
-        mode: str,
+        mode: RetakeMode,
     ) -> LTXRetakeResult:
         self.retake_calls.append(
             {
@@ -253,6 +279,28 @@ def retake(
             raise self.raise_on_retake
         return self.retake_result
 
+    def extend(
+        self,
+        *,
+        api_key: str,
+        video_path: str,
+        duration: float,
+        prompt: str,
+        mode: ExtendMode,
+    ) -> LTXRetakeResult:
+        self.extend_calls.append(
+            {
+                "api_key": api_key,
+                "video_path": video_path,
+                "duration": duration,
+                "prompt": prompt,
+                "mode": mode,
+            }
+        )
+        if self.raise_on_extend is not None:
+            raise self.raise_on_extend
+        return self.extend_result
+
 
 class FakeZitAPIClient:
     def __init__(self) -> None:
@@ -310,7 +358,7 @@ def download_file(
         on_progress: Callable[[int], None] | None = None,
     ) -> Path:
         self._raise_if_needed()
-        self.calls.append({"kind": "file", "repo_id": repo_id, "filename": filename, "local_dir": local_dir, "on_progress": on_progress})
+        self.calls.append({"kind": "file", "repo_id": repo_id, "filename": filename, "local_dir": local_dir, "token": token, "on_progress": on_progress})
 
         if on_progress is not None:
             on_progress(512)
@@ -350,6 +398,101 @@ def download_snapshot(
         return root
 
 
+class FakeLoraCatalogProvider:
+    def __init__(self, catalog: LoraCatalogFile | None = None) -> None:
+        self._catalog = catalog or LoraCatalogFile(
+            schema_version=1,
+            ic_loras=[
+                IcLoraCatalogItem(
+                    id="ingredients-v1",
+                    name="Ingredients",
+                    description="d",
+                    download=_dl("Lightricks/x", "i.safetensors"),
+                    requires_hf_login=True,
+                    input=InputSpec(kind="image"),
+                    preprocessing=[PreprocessingStep(utility="image_to_frames", params={})],
+                    controls=[IcLoraControl(id="duration", label="Duration", default=5, options=[5, 8])],
+                    instructions=[InstructionSection(title="What it does", body="use it")],
+                    default_settings=IcLoraSettings(skip_stage_2=True),
+                ),
+                IcLoraCatalogItem(
+                    id="colorize-v1",
+                    name="Colorize",
+                    description="d",
+                    download=_dl("Lightricks/y", "c.safetensors"),
+                    requires_hf_login=True,
+                    input=InputSpec(kind="video"),
+                    preprocessing=[],
+                    instructions=[InstructionSection(title="What it does", body="use it")],
+                    default_settings=IcLoraSettings(skip_stage_2=True),
+                ),
+                IcLoraCatalogItem(
+                    id="outpaint-v1",
+                    name="Outpainting",
+                    description="d",
+                    download=_dl("Lightricks/op", "op.safetensors"),
+                    requires_hf_login=True,
+                    allows_empty_prompt=True,
+                    input=InputSpec(kind="video"),
+                    preprocessing=[PreprocessingStep(utility="outpaint_canvas", params={})],
+                    controls=[IcLoraControl(id="outpaint_pads", kind="position_canvas", label="Canvas")],
+                    instructions=[InstructionSection(title="What it does", body="use it")],
+                    default_settings=IcLoraSettings(skip_stage_2=True),
+                ),
+                IcLoraCatalogItem(
+                    id="refimg-v1",
+                    name="Render to Real",
+                    description="d",
+                    download=_dl("Lightricks/rr", "rr.safetensors"),
+                    requires_hf_login=False,
+                    allows_reference_image=True,
+                    input=InputSpec(kind="video"),
+                    preprocessing=[],
+                    instructions=[InstructionSection(title="What it does", body="use it")],
+                    default_settings=IcLoraSettings(skip_stage_2=True),
+                ),
+                IcLoraCatalogItem(
+                    id="multi-v1",
+                    name="Multi Variant",
+                    description="d",
+                    download=DownloadSpec(
+                        repo_id="org/multi",
+                        variants=[
+                            DownloadVariant(id="strong", label="Strong", filename="strong.safetensors", size_bytes=10),
+                            DownloadVariant(id="light", label="Light", filename="light.safetensors", size_bytes=5),
+                        ],
+                    ),
+                    requires_hf_login=False,
+                    input=InputSpec(kind="video"),
+                    preprocessing=[],
+                    instructions=[InstructionSection(title="What it does", body="use it")],
+                    default_settings=IcLoraSettings(skip_stage_2=True),
+                ),
+            ],
+            loras=[
+                LoraCatalogItem(
+                    id="cozy-felt-v1",
+                    name="Cozy Felt",
+                    description="d",
+                    download=_dl("vrg/felt", "felt.safetensors", size_bytes=20),
+                    requires_hf_login=False,
+                    trigger="F3ltCut0u7",
+                    tags=["style"],
+                    recommended_strength=1.0,
+                ),
+            ],
+        )
+
+    def get_catalog(self) -> LoraCatalogFile:
+        return self._catalog
+
+    def get_ic_lora(self, ic_lora_id: str) -> IcLoraCatalogItem | None:
+        return next((r for r in self._catalog.ic_loras if r.id == ic_lora_id), None)
+
+    def get_lora(self, lora_id: str) -> LoraCatalogItem | None:
+        return next((r for r in self._catalog.loras if r.id == lora_id), None)
+
+
 class FakeGpuCleaner:
     def __init__(self) -> None:
         self.cleanup_calls = 0
@@ -428,6 +571,11 @@ def read_frame(self, cap: FakeCapture, frame_idx: int | None = None) -> Any | No
         cap.position += 1
         return frame
 
+    def read_image(self, path: str) -> Any:  # noqa: ARG002
+        import numpy as np
+
+        return np.zeros((64, 64, 3), dtype=np.uint8)
+
     def apply_canny(self, frame: Any) -> Any:
         return f"canny:{frame}"
 
@@ -456,6 +604,7 @@ def __init__(self) -> None:
         self.generate_calls: list[dict[str, Any]] = []
         self.warmup_calls: list[dict[str, Any]] = []
         self.compile_calls = 0
+        self.create_loras: list[list[tuple[str, float]]] = []
         self.raise_on_generate: Exception | None = None
 
     def _record_generate(self, payload: dict[str, Any]) -> None:
@@ -493,11 +642,13 @@ def create(
         upsampler_path: str,
         device: str | object,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "FakeFastVideoPipeline":
         del checkpoint_path, gemma_root, upsampler_path, device, streaming_prefetch_count
         pipeline = FakeFastVideoPipeline._singleton
         if pipeline is None:
             raise RuntimeError("FakeFastVideoPipeline singleton is not bound")
+        pipeline.create_loras.append(list(loras or []))
         return pipeline
 
     def generate(
@@ -580,8 +731,9 @@ def create(
         lora_path: str,
         device: str | object,
         streaming_prefetch_count: int | None,
+        lora_strength: float = 1.0,
     ) -> "FakeIcLoraPipeline":
-        del checkpoint_path, gemma_root, upsampler_path, lora_path, device, streaming_prefetch_count
+        del checkpoint_path, gemma_root, upsampler_path, lora_path, device, streaming_prefetch_count, lora_strength
         pipeline = FakeIcLoraPipeline._singleton
         if pipeline is None:
             raise RuntimeError("FakeIcLoraPipeline singleton is not bound")
@@ -668,15 +820,18 @@ def create(
         upsampler_path: str,
         device: str | object,
         streaming_prefetch_count: int | None,
+        loras: list[tuple[str, float]] | None = None,
     ) -> "FakeA2VPipeline":
         del checkpoint_path, gemma_root, upsampler_path, device, streaming_prefetch_count
         pipeline = FakeA2VPipeline._singleton
         if pipeline is None:
             raise RuntimeError("FakeA2VPipeline singleton is not bound")
+        pipeline.create_loras.append(list(loras or []))
         return pipeline
 
     def __init__(self) -> None:
         self.generate_calls: list[dict[str, Any]] = []
+        self.create_loras: list[list[tuple[str, float]]] = []
         self.raise_on_generate: Exception | None = None
 
     def generate(self, **kwargs: Any) -> None:
@@ -714,7 +869,9 @@ def create(
 
     def __init__(self) -> None:
         self.generate_calls: list[dict[str, Any]] = []
+        self.extend_calls: list[dict[str, Any]] = []
         self.raise_on_generate: Exception | None = None
+        self.raise_on_extend: Exception | None = None
 
     def generate(self, **kwargs: Any) -> None:
         self.generate_calls.append(kwargs)
@@ -725,6 +882,15 @@ def generate(self, **kwargs: Any) -> None:
         output_path.parent.mkdir(parents=True, exist_ok=True)
         output_path.write_bytes(b"fake-retake-video")
 
+    def extend(self, **kwargs: Any) -> None:
+        self.extend_calls.append(kwargs)
+        if self.raise_on_extend is not None:
+            raise self.raise_on_extend
+
+        output_path = Path(kwargs["output_path"])
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        output_path.write_bytes(b"fake-extend-video")
+
 
 class FakeTextEncoder:
     def __init__(self) -> None:
@@ -754,6 +920,7 @@ class FakeServices:
     http: FakeHTTPClient = field(default_factory=FakeHTTPClient)
     gpu_cleaner: FakeGpuCleaner = field(default_factory=FakeGpuCleaner)
     model_downloader: FakeModelDownloader = field(default_factory=FakeModelDownloader)
+    lora_catalog_provider: FakeLoraCatalogProvider = field(default_factory=FakeLoraCatalogProvider)
     gpu_info: FakeGpuInfo = field(default_factory=FakeGpuInfo)
     video_processor: FakeVideoProcessor = field(default_factory=FakeVideoProcessor)
     text_encoder: FakeTextEncoder = field(default_factory=FakeTextEncoder)
diff --git a/backend/tests/test_api_calls.py b/backend/tests/test_api_calls.py
index 2d1eea9ae..84d6bc46d 100644
--- a/backend/tests/test_api_calls.py
+++ b/backend/tests/test_api_calls.py
@@ -1,10 +1,10 @@
-"""Integration-style tests for /api/suggest-gap-prompt, /api/retake."""
+"""Integration-style tests for /api/suggest-gap-prompt, /api/retake, /api/extend."""
 
 from __future__ import annotations
 
 import uuid
 
-from services.interfaces import HttpTimeoutError
+from services.interfaces import HttpTransportError
 from services.ltx_api_client.ltx_api_client import LTXAPIClientError, LTXRetakeResult
 from tests.http_error_assertions import assert_http_error
 from tests.fakes import FakeResponse
@@ -69,7 +69,7 @@ def test_missing_gemini_key_400(self, client):
 
     def test_timeout_504(self, client, test_state):
         test_state.state.app_settings.gemini_api_key = "key"
-        test_state.http.queue("post", HttpTimeoutError("timeout"))
+        test_state.http.queue("post", HttpTransportError("timeout"))
 
         r = client.post("/api/suggest-gap-prompt", json={"beforePrompt": "test"})
         assert r.status_code == 504
@@ -81,7 +81,9 @@ def _make_video(self, test_state) -> str:
         video_file.write_bytes(b"\x00" * 2048)
         return str(video_file)
 
-    def _make_valid_video(self, test_state, *, frames: int = 9, width: int = 64, height: int = 64, fps: int = 24) -> str:
+    # ~3s by default (73 frames @ 24fps) so the retake selection in _base_payload fits
+    # inside the (frame-count-corrected) clip; the selection is now clamped to it.
+    def _make_valid_video(self, test_state, *, frames: int = 73, width: int = 64, height: int = 64, fps: int = 24) -> str:
         import numpy as np
         import imageio.v2 as imageio
 
@@ -132,6 +134,44 @@ def test_happy_path_json_video_url(self, client, test_state):
         assert r.status_code == 200
         assert r.json()["status"] == "complete"
 
+    def test_api_retake_recoverable_via_progress(self, client, test_state):
+        # After an API retake, /generation/progress must report complete + the result
+        # path, so a page that unmounted mid-generation can recover the output.
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.retake_result = LTXRetakeResult(
+            video_bytes=b"\x00\x00\x00\x1cftypisom" + b"\x00" * 500,
+            result_payload=None,
+        )
+
+        r = client.post("/api/retake", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        result_path = r.json()["video_path"]
+
+        progress = client.get("/api/generation/progress").json()
+        assert progress["status"] == "complete"
+        assert progress["result"] == result_path
+
+    def test_api_retake_remote_payload_completes_without_recovery(self, client, test_state):
+        # A remote payload is a success with no local file: the response is "complete"
+        # and /progress reports complete with no result (nothing to recover) — not error.
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.retake_result = LTXRetakeResult(
+            video_bytes=None,
+            result_payload={"remote": "url"},
+        )
+
+        r = client.post("/api/retake", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        assert r.json()["status"] == "complete"
+
+        progress = client.get("/api/generation/progress").json()
+        assert progress["status"] == "complete"
+        assert progress["result"] is None
+
     def test_duration_too_short(self, client, test_state):
         self._force_api(test_state)
         test_state.state.app_settings.ltx_api_key = "test-key"
@@ -235,6 +275,20 @@ def test_local_retake_mode_mapping(self, client, test_state, create_fake_model_f
         assert retake_call["regenerate_video"] is True
         assert retake_call["regenerate_audio"] is False
 
+    def test_local_retake_forwards_selected_resolution(self, client, test_state, create_fake_model_files, fake_services):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        video_path = self._make_valid_video(test_state, width=256, height=256)
+        client.post(
+            "/api/retake",
+            json={"video_path": video_path, "start_time": 0, "duration": 3, "resolution": {"width": 128, "height": 96}},
+        )
+        call = fake_services.retake_pipeline.generate_calls[-1]
+        assert call["target_width"] == 128
+        assert call["target_height"] == 96
+
     def test_prefers_api_video_routes_retake_to_api(self, client, test_state, fake_services):
         test_state.config.local_generations_mode = "full_models_loading"
         test_state.state.app_settings.user_prefers_ltx_api_video_generations = True
@@ -270,3 +324,234 @@ def test_prefers_api_video_without_key_falls_back_to_local_retake(
         assert r.json()["status"] == "complete"
         assert len(test_state.ltx_api_client.retake_calls) == 0
         assert len(fake_services.retake_pipeline.generate_calls) == 1
+
+
+class TestExtend:
+    def _make_video(self, test_state) -> str:
+        video_file = test_state.config.outputs_dir / f"extend_input_{uuid.uuid4().hex[:6]}.mp4"
+        video_file.write_bytes(b"\x00" * 2048)
+        return str(video_file)
+
+    def _make_valid_video(self, test_state, *, frames: int = 9, width: int = 64, height: int = 64, fps: int = 24) -> str:
+        import numpy as np
+        import imageio.v2 as imageio
+
+        video_file = test_state.config.outputs_dir / f"extend_valid_{uuid.uuid4().hex[:6]}.mp4"
+        writer = imageio.get_writer(str(video_file), fps=fps, codec="libx264", macro_block_size=None)
+        frame = np.zeros((height, width, 3), dtype=np.uint8)
+        for _ in range(frames):
+            writer.append_data(frame)
+        writer.close()
+        return str(video_file)
+
+    def _force_api(self, test_state) -> None:
+        test_state.config.local_generations_mode = "unsupported"
+
+    def _base_payload(self, video_path: str) -> dict[str, object]:
+        return {"video_path": video_path, "duration": 4.0, "prompt": "continue the motion"}
+
+    def test_happy_path_binary_response(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.extend_result = LTXRetakeResult(
+            video_bytes=b"\x00\x00\x00\x1cftypisom" + b"\x00" * 500,
+            result_payload=None,
+        )
+
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        data = r.json()
+        assert data["status"] == "complete"
+        assert data["video_path"]
+
+    def test_api_extend_recoverable_via_progress(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.extend_result = LTXRetakeResult(
+            video_bytes=b"\x00\x00\x00\x1cftypisom" + b"\x00" * 500,
+            result_payload=None,
+        )
+
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        result_path = r.json()["video_path"]
+
+        progress = client.get("/api/generation/progress").json()
+        assert progress["status"] == "complete"
+        assert progress["result"] == result_path
+
+    def test_duration_too_short(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        r = client.post("/api/extend", json={"video_path": video_path, "duration": 1})
+        assert r.status_code == 400
+
+    def test_duration_too_long(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        r = client.post("/api/extend", json={"video_path": video_path, "duration": 21})
+        assert r.status_code == 400
+
+    def test_video_not_found(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        r = client.post("/api/extend", json={"video_path": "/nonexistent/video.mp4", "duration": 4})
+        assert r.status_code == 400
+
+    def test_negative_duration_rejected_as_422(self, client, test_state):
+        # gt=0 rejects negative/zero duration at validation (clean 422) rather than letting
+        # it slip into the frame-count math as a 500.
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        r = client.post("/api/extend", json={"video_path": video_path, "duration": -4})
+        assert r.status_code == 422
+
+    def test_nonpositive_resolution_rejected_as_422(self, client, test_state):
+        # gt=0 on width/height rejects 0/negative instead of silently clamping to 32.
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        r = client.post(
+            "/api/extend",
+            json={"video_path": video_path, "duration": 4, "resolution": {"width": 0, "height": 720}},
+        )
+        assert r.status_code == 422
+
+    def test_no_api_key(self, client, test_state):
+        self._force_api(test_state)
+        video_path = self._make_video(test_state)
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 400
+
+    def test_extend_api_422_safety_filter(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.raise_on_extend = LTXAPIClientError(422, "Content rejected by safety filters")
+
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 422
+
+    def test_prompt_and_mode_forwarded(self, client, test_state):
+        self._force_api(test_state)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.extend_result = LTXRetakeResult(
+            video_bytes=b"\x00\x00\x00\x1cftypisom" + b"\x00" * 500,
+            result_payload=None,
+        )
+
+        client.post(
+            "/api/extend",
+            json={"video_path": video_path, "duration": 6.0, "prompt": "intro shot", "mode": "start"},
+        )
+
+        extend_call = test_state.ltx_api_client.extend_calls[-1]
+        assert extend_call["prompt"] == "intro shot"
+        assert extend_call["mode"] == "start"
+        assert extend_call["duration"] == 6.0
+
+    def test_local_extend_happy_path(self, client, test_state, create_fake_model_files):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        video_path = self._make_valid_video(test_state)
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        data = r.json()
+        assert data["status"] == "complete"
+        assert data["video_path"]
+
+    def test_local_extend_snaps_frames_and_forwards_mode(self, client, test_state, create_fake_model_files, fake_services):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        video_path = self._make_valid_video(test_state, fps=24)
+        client.post(
+            "/api/extend",
+            json={"video_path": video_path, "duration": 4.0, "prompt": "more", "mode": "start"},
+        )
+        extend_call = fake_services.retake_pipeline.extend_calls[-1]
+        assert extend_call["mode"] == "start"
+        # 4s * 24fps = 96 frames, already a multiple of 8.
+        assert extend_call["extend_frames"] == 96
+        assert extend_call["extend_frames"] % 8 == 0
+
+    def test_local_extend_corrects_source_resolution_to_div32(self, client, test_state, create_fake_model_files, fake_services):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        # 160x90 source, no resolution selected → "Original", corrected to ÷32 (90 -> 64).
+        video_path = self._make_valid_video(test_state, width=160, height=90)
+        client.post("/api/extend", json={"video_path": video_path, "duration": 4.0, "prompt": "go", "mode": "end"})
+        call = fake_services.retake_pipeline.extend_calls[-1]
+        assert call["target_width"] == 160
+        assert call["target_height"] == 64
+
+    def test_local_extend_corrects_frame_count(self, client, test_state, create_fake_model_files, fake_services):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        # 12 frames is not 8k+1; it is trimmed down to 9 instead of being rejected.
+        video_path = self._make_valid_video(test_state, frames=12)
+        r = client.post("/api/extend", json={"video_path": video_path, "duration": 4.0, "mode": "end"})
+        assert r.status_code == 200
+        call = fake_services.retake_pipeline.extend_calls[-1]
+        assert call["target_frames"] == 9
+
+    def test_local_extend_forwards_selected_resolution(self, client, test_state, create_fake_model_files, fake_services):
+        create_fake_model_files(include_zit=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+        test_state.config.local_generations_mode = "full_models_loading"
+
+        video_path = self._make_valid_video(test_state, width=256, height=256)
+        client.post(
+            "/api/extend",
+            json={"video_path": video_path, "duration": 4.0, "mode": "end", "resolution": {"width": 128, "height": 128}},
+        )
+        call = fake_services.retake_pipeline.extend_calls[-1]
+        assert call["target_width"] == 128
+        assert call["target_height"] == 128
+
+    def test_prefers_api_video_routes_extend_to_api(self, client, test_state, fake_services):
+        test_state.config.local_generations_mode = "full_models_loading"
+        test_state.state.app_settings.user_prefers_ltx_api_video_generations = True
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        video_path = self._make_video(test_state)
+        test_state.ltx_api_client.extend_result = LTXRetakeResult(
+            video_bytes=b"\x00\x00\x00\x1cftypisom" + b"\x00" * 500,
+            result_payload=None,
+        )
+
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        assert len(test_state.ltx_api_client.extend_calls) == 1
+        assert len(fake_services.retake_pipeline.extend_calls) == 0
+
+    def test_prefers_api_video_without_key_falls_back_to_local_extend(
+        self,
+        client,
+        test_state,
+        create_fake_model_files,
+        fake_services,
+    ):
+        create_fake_model_files(include_zit=False)
+        test_state.config.local_generations_mode = "full_models_loading"
+        test_state.state.app_settings.user_prefers_ltx_api_video_generations = True
+        test_state.state.app_settings.ltx_api_key = ""
+        test_state.state.app_settings.use_local_text_encoder = True
+
+        video_path = self._make_valid_video(test_state)
+        r = client.post("/api/extend", json=self._base_payload(video_path))
+        assert r.status_code == 200
+        assert len(test_state.ltx_api_client.extend_calls) == 0
+        assert len(fake_services.retake_pipeline.extend_calls) == 1
diff --git a/backend/tests/test_diffusion_stage_cache.py b/backend/tests/test_diffusion_stage_cache.py
new file mode 100644
index 000000000..ee7e287f4
--- /dev/null
+++ b/backend/tests/test_diffusion_stage_cache.py
@@ -0,0 +1,247 @@
+"""Tests for the diffusion_stage_cache patch (experiment/diffusion-stage-cache).
+
+Uses the real (but cheap-to-construct, side-effect-free) SingleGPUModelBuilder /
+StreamingModelBuilder classes from ltx_core as data holders, and a minimal fake
+DiffusionStage duck-typing only the private surface diffusion_stage_cache.py reads
+(_is_streaming, _prepared_builder, _build_transformer, _quantization,
+_compilation_config, _dtype, _device) -- no mocking library, no real GPU, no real
+checkpoint files. The cache's own internal functions are exercised directly rather
+than through the real (monkeypatched) DiffusionStage._transformer_ctx, so these
+tests do not depend on the patch actually being installed on the class.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from ltx_core.block_streaming import StreamingModelBuilder
+from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_pipelines.utils.allocator_trim_strategy import AllocatorTrimStrategy
+from services.patches import diffusion_stage_cache as dsc
+
+
+class _FakeModel:
+    def __init__(self) -> None:
+        self.freed_to: str | None = None
+
+    def to(self, device: str) -> "_FakeModel":
+        self.freed_to = device
+        return self
+
+
+class _FakeStage:
+    """Duck-types the private DiffusionStage surface diffusion_stage_cache.py reads."""
+
+    def __init__(
+        self,
+        builder: object,
+        *,
+        is_streaming: bool = False,
+        quantization: object | None = None,
+        compilation_config: object | None = None,
+        dtype: str = "bf16",
+        device: str = "cpu",
+    ) -> None:
+        self._builder = builder
+        self._is_streaming = is_streaming
+        self._quantization = quantization
+        self._compilation_config = compilation_config
+        self._dtype = dtype
+        self._device = device
+        self._alloc_trim_strategy = AllocatorTrimStrategy.TRIM
+        self.build_count = 0
+
+    def _prepared_builder(self) -> object:
+        return self._builder
+
+    def _build_transformer(self, **_kwargs: object) -> _FakeModel:
+        self.build_count += 1
+        return _FakeModel()
+
+
+def _single_gpu_builder(model_path: str, loras: tuple[object, ...] = ()) -> SingleGPUModelBuilder:
+    return SingleGPUModelBuilder(model_class_configurator=object, model_path=model_path, loras=loras)
+
+
+@pytest.fixture(autouse=True)
+def _reset_cache_state():
+    dsc.set_enabled(True)
+    dsc.evict()
+    yield
+    dsc.set_enabled(True)
+    dsc.evict()
+
+
+def test_cache_hit_reuses_model_without_rebuilding() -> None:
+    stage_1 = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    stage_2 = _FakeStage(_single_gpu_builder("ckpt.safetensors"))  # separate instance, identical content
+
+    with dsc._cached_transformer_ctx(stage_1) as model_1:
+        pass
+    with dsc._cached_transformer_ctx(stage_2) as model_2:
+        pass
+
+    assert stage_1.build_count == 1
+    assert stage_2.build_count == 0, "stage_2 should reuse stage_1's cached build"
+    assert model_1 is model_2
+
+
+def test_cache_miss_on_different_checkpoint_evicts_old_model() -> None:
+    stage_a = _FakeStage(_single_gpu_builder("a.safetensors"))
+    stage_b = _FakeStage(_single_gpu_builder("b.safetensors"))
+
+    with dsc._cached_transformer_ctx(stage_a) as model_a:
+        pass
+    with dsc._cached_transformer_ctx(stage_b) as model_b:
+        pass
+
+    assert stage_a.build_count == 1
+    assert stage_b.build_count == 1
+    assert model_a.freed_to == "meta", "old model must be freed before building the new one"
+    assert model_b is not model_a
+
+
+def test_different_loras_are_treated_as_a_different_config() -> None:
+    stage_a = _FakeStage(_single_gpu_builder("ckpt.safetensors", loras=()))
+    stage_b = _FakeStage(_single_gpu_builder("ckpt.safetensors", loras=(("lora.safetensors", 1.0),)))
+
+    with dsc._cached_transformer_ctx(stage_a):
+        pass
+    with dsc._cached_transformer_ctx(stage_b):
+        pass
+
+    assert stage_a.build_count == 1
+    assert stage_b.build_count == 1, "different LoRA set must miss the cache, not reuse stage_a's build"
+
+
+def test_cacheable_returns_false_for_a_streaming_stage() -> None:
+    streaming_builder = StreamingModelBuilder(model_class_configurator=object, model_path="ckpt.safetensors")
+    streaming_stage = _FakeStage(streaming_builder, is_streaming=True)
+
+    assert dsc._cacheable(streaming_stage) is False
+
+
+class _OtherBuilder:
+    """Stand-in for a non-SingleGPUModelBuilder, non-streaming builder (e.g. a multi-GPU tiled builder)."""
+
+    model_path = "ckpt.safetensors"
+    model_sd_ops = None
+    module_ops: tuple[object, ...] = ()
+    loras: tuple[object, ...] = ()
+
+
+def test_non_single_gpu_builder_bypasses_cache_and_evicts_resident_model() -> None:
+    cacheable_stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(cacheable_stage) as cached_model:
+        pass
+    assert dsc._cached_model is cached_model
+
+    other_stage = _FakeStage(_OtherBuilder(), is_streaming=False)
+
+    with dsc._cached_transformer_ctx(other_stage) as other_model:
+        pass
+
+    assert cached_model.freed_to == "meta", "resident cache must be freed before the non-cacheable build"
+    assert dsc._cached_model is None
+    assert other_stage.build_count == 1
+    assert other_model is not cached_model
+
+
+def test_disabled_bypasses_cache_and_evicts_immediately() -> None:
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as cached_model:
+        pass
+    assert dsc._cached_model is not None
+
+    dsc.set_enabled(False)
+    assert cached_model.freed_to == "meta"
+    assert dsc._cached_model is None
+
+    with dsc._cached_transformer_ctx(stage):
+        pass
+    with dsc._cached_transformer_ctx(stage):
+        pass
+
+    assert stage.build_count == 3, "every call rebuilds while disabled, none of them cache"
+    assert dsc._cached_model is None
+
+
+def test_evict_frees_and_clears_cache() -> None:
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as model:
+        pass
+
+    dsc.evict()
+
+    assert model.freed_to == "meta"
+    assert dsc._cached_model is None
+    assert dsc._cached_key is None
+
+
+def test_cache_key_self_check() -> None:
+    """Mirrors the module's own __main__ self-check as a real test."""
+    a = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
+    b = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
+    c = ("ckpt.safetensors", None, (), (), 2, None, "bf16", "cuda:0")
+    assert a == b
+    assert a != c
+
+
+# --- hardening: dead-reference gc pass + in-use concurrency guard ------------ #
+
+
+def test_evict_runs_gc_collect_before_meta_swap(monkeypatch: pytest.MonkeyPatch) -> None:
+    """The pre-free gc.collect() must run BEFORE .to('meta') (ComfyUI ordering)."""
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as model:
+        pass
+
+    events: list[str] = []
+    monkeypatch.setattr(dsc.gc, "collect", lambda *a, **k: events.append("gc"))
+    original_to = model.to
+
+    def _record_to(device: str) -> "_FakeModel":
+        events.append(f"to:{device}")
+        return original_to(device)
+
+    monkeypatch.setattr(model, "to", _record_to)
+
+    dsc.evict()
+
+    # cleanup_memory() runs its own gc.collect() AFTER the meta-swap, so a trailing
+    # "gc" is expected; assert only that the pre-free gc precedes the meta-swap.
+    assert events[:2] == ["gc", "to:meta"], f"pre-free gc must precede the meta-swap, got {events}"
+
+
+def test_in_use_is_tracked_across_the_yield() -> None:
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    assert dsc._in_use == 0
+    with dsc._cached_transformer_ctx(stage):
+        assert dsc._in_use == 1, "model is checked out for the duration of the yield"
+    assert dsc._in_use == 0, "in-use must return to zero once the caller is done"
+
+
+def test_evict_while_in_use_raises_and_does_not_free() -> None:
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as model:
+        # Simulate a concurrent evict() (e.g. an overlapping generation) while the
+        # transformer is mid-denoise. It must fail loud rather than free the model.
+        with pytest.raises(RuntimeError, match="in use"):
+            dsc.evict()
+        assert model.freed_to is None, "model must NOT be freed while in use"
+        assert dsc._cached_model is model, "cache must remain intact after a rejected evict"
+
+    # Once the caller is done, eviction works normally again.
+    dsc.evict()
+    assert model.freed_to == "meta"
+    assert dsc._cached_model is None
+
+
+def test_set_enabled_false_while_in_use_raises() -> None:
+    """Toggling the cache off mid-denoise also routes through the in-use guard."""
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage):
+        with pytest.raises(RuntimeError, match="in use"):
+            dsc.set_enabled(False)
+        # Evict runs before the flag flips, so a rejected toggle stays un-applied.
+        assert dsc._enabled is True, "failed toggle-off must not half-apply"
diff --git a/backend/tests/test_extend_frame_math.py b/backend/tests/test_extend_frame_math.py
new file mode 100644
index 000000000..cf9067c19
--- /dev/null
+++ b/backend/tests/test_extend_frame_math.py
@@ -0,0 +1,57 @@
+"""CPU-only checks for the extend latent/frame math.
+
+The local extend path runs on CUDA/MPS and isn't exercised by the integration
+suite (which uses a fake pipeline). These guard the two pure pieces of logic that
+the real wrapper depends on: temporal zero-padding and seconds -> frame snapping.
+"""
+
+from __future__ import annotations
+
+import torch
+
+from ltx_core.types import VideoLatentShape, VideoPixelShape
+from handlers.extend_handler import ExtendHandler
+from services.retake_pipeline.ltx_retake_pipeline import LTXRetakePipeline
+
+
+def test_pad_latent_frames_appends_for_end():
+    latent = torch.arange(2 * 3 * 4 * 5, dtype=torch.float32).reshape(1, 2, 3, 4, 5)
+    out = LTXRetakePipeline._pad_latent_frames(latent, 4, "end")
+    assert out.shape == (1, 2, 7, 4, 5)
+    # Source frames preserved at the front, zeros appended at the back.
+    assert torch.equal(out[:, :, :3], latent)
+    assert torch.count_nonzero(out[:, :, 3:]) == 0
+
+
+def test_pad_latent_frames_prepends_for_start():
+    latent = torch.arange(2 * 3 * 4 * 5, dtype=torch.float32).reshape(1, 2, 3, 4, 5)
+    out = LTXRetakePipeline._pad_latent_frames(latent, 4, "start")
+    assert out.shape == (1, 2, 7, 4, 5)
+    # Zeros prepended at the front, source frames preserved at the back.
+    assert torch.count_nonzero(out[:, :, :4]) == 0
+    assert torch.equal(out[:, :, 4:], latent)
+
+
+def test_pad_latent_frames_noop_when_nonpositive():
+    latent = torch.ones(1, 1, 2, 2, 2)
+    assert LTXRetakePipeline._pad_latent_frames(latent, 0, "end") is latent
+
+
+def test_extend_latent_frame_count_matches_pixel_padding():
+    # Source 8k+1 clip; extend by a multiple of 8 keeps the total 8k+1, and the
+    # latent-frame delta equals extend_frames // time_scale (the wrapper's pad size).
+    source = VideoPixelShape(batch=1, frames=97, height=64, width=64, fps=24.0)
+    extend_frames = 96
+    target = source._replace(frames=source.frames + extend_frames)
+    assert (target.frames - 1) % 8 == 0
+    src_latent = VideoLatentShape.from_pixel_shape(source).frames
+    tot_latent = VideoLatentShape.from_pixel_shape(target).frames
+    assert tot_latent - src_latent == extend_frames // 8
+
+
+def test_duration_to_extend_frames_snaps_up_to_multiple_of_8():
+    # 3s * 24fps = 72 (already 8k); 3.1s * 24 = 74.4 -> 74 -> snaps to 80.
+    assert ExtendHandler._duration_to_extend_frames(3.0, 24.0) == 72
+    assert ExtendHandler._duration_to_extend_frames(3.1, 24.0) == 80
+    assert ExtendHandler._duration_to_extend_frames(4.0, 24.0) == 96
+    assert ExtendHandler._duration_to_extend_frames(4.0, 24.0) % 8 == 0
diff --git a/backend/tests/test_generation.py b/backend/tests/test_generation.py
index a7f770232..e309f295b 100644
--- a/backend/tests/test_generation.py
+++ b/backend/tests/test_generation.py
@@ -83,6 +83,60 @@ def test_t2v_happy_path(self, client, test_state, fake_services, create_fake_mod
         pipeline = fake_services.fast_video_pipeline
         assert len(pipeline.generate_calls) == 1
 
+    def test_t2v_loras_forwarded_to_pipeline(self, client, test_state, fake_services, create_fake_model_files, create_fake_lora):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+        lora_ref = create_fake_lora("style.safetensors")
+
+        r = client.post(
+            "/api/generate",
+            json={**_T2V_JSON, "loras": [{"ref": lora_ref, "scale": 0.8}]},
+        )
+
+        assert r.status_code == 200
+        pipeline = fake_services.fast_video_pipeline
+        assert pipeline.create_loras[-1] == [(lora_ref, 0.8)]
+
+    def test_same_loras_reuse_loaded_pipeline(self, client, test_state, fake_services, create_fake_model_files, create_fake_lora):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+        lora_ref = create_fake_lora("a.safetensors")
+        body = {**_T2V_JSON, "loras": [{"ref": lora_ref, "scale": 1.0}]}
+
+        assert client.post("/api/generate", json=body).status_code == 200
+        assert client.post("/api/generate", json=body).status_code == 200
+
+        # Same loras → pipeline built once and reused across both requests.
+        assert fake_services.fast_video_pipeline.create_loras == [[(lora_ref, 1.0)]]
+
+    def test_changed_loras_reload_pipeline(self, client, test_state, fake_services, create_fake_model_files, create_fake_lora):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+        lora_ref = create_fake_lora("b.safetensors")
+
+        assert client.post("/api/generate", json={**_T2V_JSON}).status_code == 200
+        assert client.post(
+            "/api/generate",
+            json={**_T2V_JSON, "loras": [{"ref": lora_ref, "scale": 0.5}]},
+        ).status_code == 200
+
+        # Different loras → pipeline rebuilt (cache miss on the loras key).
+        assert fake_services.fast_video_pipeline.create_loras == [
+            [],
+            [(lora_ref, 0.5)],
+        ]
+
+    def test_t2v_loras_unknown_ref_rejected(self, client, test_state, create_fake_model_files):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+
+        r = client.post(
+            "/api/generate",
+            json={**_T2V_JSON, "loras": [{"ref": "/etc/passwd", "scale": 0.8}]},
+        )
+
+        assert r.status_code == 400
+
     def test_already_running(self, client, test_state):
         _fake_running_generation_state(test_state)
 
@@ -206,6 +260,29 @@ def test_a2v_generation_happy_path(self, client, test_state, fake_services, crea
         assert call["audio_start_time"] == 0.0
         assert call["audio_max_duration"] is None
 
+    def test_a2v_loras_forwarded_to_pipeline(self, client, test_state, fake_services, create_fake_model_files, create_fake_lora, tmp_path):
+        create_fake_model_files()
+        _enable_local_text_encoding(test_state)
+        audio_file = tmp_path / "test_audio.wav"
+        _write_test_wav(audio_file)
+        lora_ref = create_fake_lora("groove.safetensors")
+
+        r = client.post(
+            "/api/generate",
+            json={
+                "prompt": "A music video",
+                "resolution": "540p",
+                "model": "fast",
+                "duration": 5,
+                "fps": 24,
+                "audioPath": str(audio_file),
+                "loras": [{"ref": lora_ref, "scale": 0.7}],
+            },
+        )
+
+        assert r.status_code == 200
+        assert fake_services.a2v_pipeline.create_loras[-1] == [(lora_ref, 0.7)]
+
     def test_a2v_rejects_missing_audio_file(self, client, test_state, create_fake_model_files):
         create_fake_model_files()
         _enable_local_text_encoding(test_state)
@@ -1291,6 +1368,21 @@ def test_t2v_enhance_disabled(self, client, test_state, fake_services, create_fa
         assert len(fake_services.text_encoder.encode_calls) == 1
         assert fake_services.text_encoder.encode_calls[0]["enhance_prompt"] is False
 
+    def test_empty_prompt_api_encoding_uses_placeholder(
+        self, test_state, fake_services, create_fake_model_files
+    ):
+        # The LTX API rejects an empty prompt, but empty prompts are valid for some IC-LoRAs
+        # (e.g. outpainting). In API mode (no gemma fallback) the empty prompt must be encoded
+        # via a neutral placeholder instead of raising "API text encoding failed".
+        self._setup_api_encoding(test_state, fake_services, create_fake_model_files)
+
+        # Must not raise.
+        test_state.text.prepare_text_encoding("", enhance_prompt=True)
+
+        assert len(fake_services.text_encoder.encode_calls) == 1
+        assert fake_services.text_encoder.encode_calls[0]["prompt"] == " "  # placeholder, not ""
+        assert fake_services.text_encoder.encode_calls[0]["enhance_prompt"] is False  # nothing to enhance
+
     def test_i2v_enhance_enabled(self, client, test_state, fake_services, create_fake_model_files, make_test_image, tmp_path):
         self._setup_api_encoding(test_state, fake_services, create_fake_model_files)
         test_state.state.app_settings.prompt_enhancer_enabled_i2v = True
diff --git a/backend/tests/test_health.py b/backend/tests/test_health.py
index da6363bc4..4608ae761 100644
--- a/backend/tests/test_health.py
+++ b/backend/tests/test_health.py
@@ -90,3 +90,15 @@ def test_with_mps(self, client, test_state):
         assert data["gpu_available"] is True
         assert data["gpu_name"] == "Apple Silicon (MPS)"
         assert data["vram_gb"] == 36
+
+
+class TestMpsMemory:
+    def test_returns_typed_snapshot(self, client):
+        """Contract-shape check that holds on any platform: 200 + a bool `available`,
+        and the mib fields are ints when available / null when not (off MPS)."""
+        r = client.get("/api/gpu-info/mps")
+        assert r.status_code == 200
+        data = r.json()
+        assert isinstance(data["available"], bool)
+        for key in ("allocated_mib", "driver_mib", "recommended_max_mib"):
+            assert data[key] is None or isinstance(data[key], int)
diff --git a/backend/tests/test_heartbeat.py b/backend/tests/test_heartbeat.py
new file mode 100644
index 000000000..d16c0cc2e
--- /dev/null
+++ b/backend/tests/test_heartbeat.py
@@ -0,0 +1,48 @@
+"""Tests for the generation heartbeat's CPU-only and device-sample branches."""
+
+from __future__ import annotations
+
+import logging
+
+import torch
+
+from server_utils import heartbeat
+
+
+def _heartbeat_records(caplog, *, contains: str) -> list[logging.LogRecord]:
+    return [r for r in caplog.records if r.name == "server_utils.heartbeat" and contains in r.getMessage()]
+
+
+def test_cuda_memory_sample_none_when_cuda_unavailable(monkeypatch) -> None:
+    monkeypatch.setattr(torch.cuda, "is_available", lambda: False)
+    assert heartbeat._cuda_memory_sample() is None
+
+
+def test_device_sample_none_when_no_accelerator(monkeypatch) -> None:
+    monkeypatch.setattr(heartbeat, "_cuda_memory_sample", lambda: None)
+    monkeypatch.setattr(heartbeat, "mps_memory_sample", lambda: None)
+    assert heartbeat._device_sample() is None
+
+
+def test_log_heartbeat_emits_done_line_on_cpu_only(caplog, monkeypatch) -> None:
+    """Regression test: CPU-only runs used to never log a completion line."""
+    monkeypatch.setattr(heartbeat, "_device_sample", lambda: None)
+    caplog.set_level(logging.INFO, logger="server_utils.heartbeat")
+
+    with heartbeat.log_heartbeat("test-label", interval_s=1000.0):
+        pass
+
+    done_records = _heartbeat_records(caplog, contains="test-label done")
+    assert len(done_records) == 1
+
+
+def test_log_heartbeat_includes_device_sample_when_available(caplog, monkeypatch) -> None:
+    monkeypatch.setattr(heartbeat, "_device_sample", lambda: "fake=1.00GiB")
+    caplog.set_level(logging.INFO, logger="server_utils.heartbeat")
+
+    with heartbeat.log_heartbeat("test-label", interval_s=1000.0):
+        pass
+
+    done_records = _heartbeat_records(caplog, contains="test-label done")
+    assert len(done_records) == 1
+    assert "fake=1.00GiB" in done_records[0].getMessage()
diff --git a/backend/tests/test_ic_lora.py b/backend/tests/test_ic_lora.py
index 39066439f..72b150cd9 100644
--- a/backend/tests/test_ic_lora.py
+++ b/backend/tests/test_ic_lora.py
@@ -2,12 +2,23 @@
 
 from __future__ import annotations
 
+import json
+import struct
 from pathlib import Path
 
 from tests.http_error_assertions import assert_http_error
 from tests.fakes import FakeCapture
 
 
+def _write_ic_lora_file(path: Path) -> None:
+    """Header-only safetensors carrying the IC-LoRA reference marker."""
+    path.parent.mkdir(parents=True, exist_ok=True)
+    blob = json.dumps({"__metadata__": {"reference_downscale_factor": "1"}}).encode("utf-8")
+    with open(path, "wb") as f:
+        f.write(struct.pack("<Q", len(blob)))
+        f.write(blob)
+
+
 class TestIcLoraExtractConditioning:
     def test_canny_extraction(self, client, test_state):
         video_path = test_state.config.outputs_dir / "test_video.mp4"
@@ -72,3 +83,110 @@ def test_happy_path(self, client, test_state, create_fake_model_files, create_fa
         assert response.status_code == 200
         assert response.json()["status"] == "complete"
         assert Path(response.json()["video_path"]).exists()
+
+    def test_canny_does_not_require_depth_cp(self, client, test_state, create_fake_model_files, create_fake_ic_lora_files):
+        # canny preprocessing uses apply_canny, not the depth processor, so generation
+        # must succeed even when the depth cp isn't installed (previously 500'd).
+        create_fake_model_files()
+        create_fake_ic_lora_files(include_depth=False)
+        test_state.state.app_settings.use_local_text_encoder = True
+
+        video_path = test_state.config.outputs_dir / "test_video.mp4"
+        video_path.write_bytes(b"\x00" * 100)
+        test_state.video_processor.register_video(str(video_path), FakeCapture(frames=["frame-a", "frame-b"]))
+
+        response = client.post(
+            "/api/ic-lora/generate",
+            json={
+                "video_path": str(video_path),
+                "conditioning_type": "canny",
+                "prompt": "test prompt",
+                "images": [],
+            },
+        )
+        assert response.status_code == 200
+        assert response.json()["status"] == "complete"
+
+    def test_local_ic_lora_recoverable_via_progress(self, client, test_state, create_fake_model_files, create_fake_ic_lora_files):
+        # IC-LoRA is local-only and drives the generation state machine, so a page that
+        # unmounted mid-generation can recover the output via /generation/progress.
+        create_fake_model_files()
+        create_fake_ic_lora_files()
+        test_state.state.app_settings.use_local_text_encoder = True
+
+        video_path = test_state.config.outputs_dir / "test_video_recover.mp4"
+        video_path.write_bytes(b"\x00" * 100)
+        test_state.video_processor.register_video(str(video_path), FakeCapture(frames=["frame-a", "frame-b"]))
+
+        response = client.post(
+            "/api/ic-lora/generate",
+            json={
+                "video_path": str(video_path),
+                "conditioning_type": "canny",
+                "prompt": "test prompt",
+                "images": [],
+            },
+        )
+        assert response.status_code == 200
+        result_path = response.json()["video_path"]
+
+        progress = client.get("/api/generation/progress").json()
+        assert progress["status"] == "complete"
+        assert progress["result"] == result_path
+
+    def test_custom_uses_supplied_control_video(
+        self, client, test_state, fake_services, create_fake_model_files, create_fake_ic_lora_files
+    ):
+        # Custom IC-LoRA: user's own weights + a pre-rendered control video. No
+        # preprocessing — the control video is fed to the pipeline directly.
+        create_fake_model_files()
+        create_fake_ic_lora_files()
+        test_state.state.app_settings.use_local_text_encoder = True
+
+        lora_ref = test_state.config.default_models_dir / "loras" / "my-custom-ic-lora.safetensors"
+        _write_ic_lora_file(lora_ref)
+        control_video = test_state.config.outputs_dir / "control.mp4"
+        control_video.write_bytes(b"\x00" * 100)
+        test_state.video_processor.register_video(
+            str(control_video), FakeCapture(frames=["c0", "c1", "c2"], fps=24)
+        )
+
+        response = client.post(
+            "/api/ic-lora/generate",
+            json={
+                "video_path": "",
+                "conditioning_type": "custom",
+                "custom_lora_ref": str(lora_ref),
+                "control_video_path": str(control_video),
+                "prompt": "make it night",
+                "images": [],
+            },
+        )
+        assert response.status_code == 200
+        result_path = response.json()["video_path"]
+
+        # The pipeline got the supplied control video verbatim — not a derived _control_*.mp4.
+        call = fake_services.ic_lora_pipeline.generate_calls[-1]
+        assert call["video_conditioning"] == [(str(control_video), 1.0)]
+        assert call["num_frames"] == 3
+
+        # Recoverable via the progress endpoint, like every other local generation.
+        progress = client.get("/api/generation/progress").json()
+        assert progress["status"] == "complete"
+        assert progress["result"] == result_path
+
+    def test_custom_requires_lora_and_control_video(self, client, test_state, create_fake_model_files, create_fake_ic_lora_files):
+        create_fake_model_files()
+        create_fake_ic_lora_files()
+        test_state.state.app_settings.use_local_text_encoder = True
+
+        response = client.post(
+            "/api/ic-lora/generate",
+            json={
+                "video_path": "",
+                "conditioning_type": "custom",
+                "prompt": "make it night",
+                "images": [],
+            },
+        )
+        assert response.status_code == 400
diff --git a/backend/tests/test_ic_lora_download.py b/backend/tests/test_ic_lora_download.py
new file mode 100644
index 000000000..2f9443843
--- /dev/null
+++ b/backend/tests/test_ic_lora_download.py
@@ -0,0 +1,85 @@
+from pathlib import Path
+
+import pytest
+from fastapi.testclient import TestClient
+from runtime_config.model_download_specs import is_ic_lora_downloaded, resolve_ic_lora_path
+from state.app_state_types import HfNotAuthenticated
+
+
+def test_ic_lora_path_layout(tmp_path: Path):
+    p = resolve_ic_lora_path(tmp_path, "ingredients-v1", "i.safetensors")
+    assert p == tmp_path / "ic-loras" / "ingredients-v1" / "i.safetensors"
+    assert is_ic_lora_downloaded(tmp_path, "ingredients-v1", "i.safetensors") is False
+    p.parent.mkdir(parents=True)
+    p.write_bytes(b"x")
+    assert is_ic_lora_downloaded(tmp_path, "ingredients-v1", "i.safetensors") is True
+
+
+def test_ic_lora_id_cannot_traverse(tmp_path: Path):
+    with pytest.raises(ValueError):
+        resolve_ic_lora_path(tmp_path, "../escape", "i.safetensors")
+
+
+def test_ic_lora_list_reports_downloaded_state(client: TestClient):
+    # FakeLoraCatalogProvider (wired in conftest) returns one IC-LoRA "ingredients-v1".
+    resp = client.get("/api/ic-loras")
+    assert resp.status_code == 200
+    items = resp.json()["ic_loras"]
+    assert items[0]["ic_lora"]["id"] == "ingredients-v1"
+    assert items[0]["downloaded"] is False
+    assert items[0]["downloaded_variant_ids"] == []
+
+
+def test_ic_lora_download_then_progress_complete(client: TestClient):
+    start = client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    assert start.status_code == 200
+    session_id = start.json()["sessionId"]
+    prog = client.get("/api/ic-loras/download/progress", params={"sessionId": session_id})
+    assert prog.status_code == 200
+    # FakeModelDownloader + FakeTaskRunner run synchronously, so it is already complete.
+    assert prog.json()["status"] == "complete"
+
+
+def test_ic_lora_download_gated_item_attaches_token_even_without_flag(client: TestClient, fake_services):
+    # A gated IC-LoRA (requires_hf_login) attaches the in-app token at download start even
+    # with global gating off and no use_hf_auth — otherwise it would 401 mid-download.
+    # (Anonymous downloads are covered for public items in test_lora_download.py.)
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    assert fake_services.model_downloader.calls[-1]["token"] == "fake-hf-token"
+
+
+def test_ic_lora_download_attaches_in_app_token_when_flag_on(client: TestClient, fake_services):
+    # conftest seeds an authenticated HF state; use_hf_auth opts the download into it.
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1", "use_hf_auth": True})
+    assert fake_services.model_downloader.calls[-1]["token"] == "fake-hf-token"
+
+
+def test_ic_lora_download_public_item_stays_anonymous_when_signed_out(
+    client: TestClient, test_state, fake_services
+):
+    # use_hf_auth is opt-in, not a hard gate: a public (non-gated) item still downloads
+    # anonymously when the user isn't signed in — we never force sign-in for a public repo.
+    original_auth = test_state.state.hf_auth_state
+    test_state.state.hf_auth_state = HfNotAuthenticated()
+    resp = client.post("/api/ic-loras/download", json={"ic_lora_id": "refimg-v1", "use_hf_auth": True})
+    assert resp.status_code == 200
+    assert fake_services.model_downloader.calls[-1]["token"] is None
+    test_state.state.hf_auth_state = original_auth
+
+
+def test_ic_lora_download_public_item_attaches_token_when_signed_in(client: TestClient, fake_services):
+    # Signed in (conftest default) + use_hf_auth → the token rides along even for a public item.
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "refimg-v1", "use_hf_auth": True})
+    assert fake_services.model_downloader.calls[-1]["token"] == "fake-hf-token"
+
+
+def test_ic_lora_download_flag_requires_auth_and_leaves_no_session(client: TestClient, test_state):
+    # Not signed into HF + a gated item → clean 403, and no dangling session blocks the next download.
+    original_auth = test_state.state.hf_auth_state
+    test_state.state.hf_auth_state = HfNotAuthenticated()
+    resp = client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1", "use_hf_auth": True})
+    assert resp.status_code == 403
+    assert test_state.state.ic_lora_download_session is None
+    # Once signed in again, a subsequent download still starts (would 409 if the session had leaked).
+    test_state.state.hf_auth_state = original_auth
+    assert client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"}).status_code == 200
diff --git a/backend/tests/test_ic_lora_generate.py b/backend/tests/test_ic_lora_generate.py
new file mode 100644
index 000000000..3c5af4ed9
--- /dev/null
+++ b/backend/tests/test_ic_lora_generate.py
@@ -0,0 +1,441 @@
+from pathlib import Path
+
+import numpy as np
+from fastapi.testclient import TestClient
+
+from tests.fakes import FakeCapture
+
+
+def test_ic_lora_generate_runs_inference(client: TestClient, tmp_path: Path, create_fake_model_files, fake_services):
+    create_fake_model_files()  # base LTX model + upscale + text encoder for load_ic_lora
+    # Download the fake IC-LoRA weights so the handler finds them.
+    start = client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    assert start.status_code == 200
+    img = tmp_path / "in.png"
+    img.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "ingredients-v1",
+            "input_path": str(img),
+            "control_values": {"duration": 5},
+            "prompt": "a slow orbit",
+            "conditioning_type": "custom",  # ignored in IC-LoRA mode
+        },
+    )
+    assert resp.status_code == 200
+    assert resp.json()["status"] == "complete"
+    # 5s at the IC-LoRA's 24fps maps to 121 frames ((5*24)//8*8 + 1).
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["num_frames"] == 121
+
+
+def test_ic_lora_generate_uses_ic_lora_default_when_no_override(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    img = tmp_path / "in.png"
+    img.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={"ic_lora_id": "ingredients-v1", "input_path": str(img), "prompt": "p", "conditioning_type": "custom"},
+    )
+    assert resp.status_code == 200
+    # Fake IC-LoRA's default_settings has skip_stage_2=True; no override sent -> respected.
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["skip_stage_2"] is True
+
+
+def test_ic_lora_generate_respects_skip_stage_2_override(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    img = tmp_path / "in.png"
+    img.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "ingredients-v1",
+            "input_path": str(img),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "skip_stage_2": False,  # override beats the IC-LoRA default of True
+        },
+    )
+    assert resp.status_code == 200
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["skip_stage_2"] is False
+
+
+def test_video_ic_lora_matches_source_length_not_duration(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services, test_state
+):
+    # A video-input transform IC-LoRA must output the source clip's length, not the
+    # duration control's default — otherwise an 8s clip rendered to 5s freezes on the
+    # last frame while audio runs on.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "colorize-v1"})
+    src = tmp_path / "clip.mp4"
+    src.write_bytes(b"\x00" * 100)
+    test_state.video_processor.register_video(str(src), FakeCapture(frames=["f"] * 50, fps=24))
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={"ic_lora_id": "colorize-v1", "input_path": str(src), "prompt": "p", "conditioning_type": "custom"},
+    )
+    assert resp.status_code == 200
+    # 50 source frames snap to the (n-1)%8==0 grid -> 49, not 121 (the 5s default).
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["num_frames"] == 49
+
+
+def test_ic_lora_resolution_factor_zero_matches_source(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services, test_state
+):
+    # resolution_factor 0 = "source dimensions": the handler sizes the output to the source
+    # (2*source, rendered at factor 1.0 since skip_stage_2 halves) instead of the 768 bucket.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "colorize-v1"})
+    src = tmp_path / "clip.mp4"
+    src.write_bytes(b"\x00" * 100)
+    test_state.video_processor.register_video(
+        str(src), FakeCapture(frames=["f"] * 50, fps=24, width=960, height=540)
+    )
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "colorize-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "skip_stage_2": True,
+            "resolution_factor": 0,
+        },
+    )
+    assert resp.status_code == 200
+    call = fake_services.ic_lora_pipeline.generate_calls[-1]
+    assert (call["width"], call["height"]) == (1920, 1080)  # 2 * source
+    assert call["resolution_factor"] == 1.0  # multiplier ignored in source mode
+
+
+def test_ic_lora_rejects_image_for_video_input(client: TestClient, tmp_path: Path):
+    # colorize-v1 expects a video input; feeding an image must fail with a clean 400
+    # (not a deep pipeline 500). Fires before the download check, so no setup needed.
+    img = tmp_path / "in.png"
+    img.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={"ic_lora_id": "colorize-v1", "input_path": str(img), "prompt": "p", "conditioning_type": "custom"},
+    )
+    assert resp.status_code == 400
+
+
+def test_ic_lora_rejects_video_for_image_input(client: TestClient, tmp_path: Path):
+    # ingredients-v1 expects an image input; feeding a video must 400.
+    clip = tmp_path / "in.mp4"
+    clip.write_bytes(b"\x00" * 10)
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={"ic_lora_id": "ingredients-v1", "input_path": str(clip), "prompt": "p", "conditioning_type": "custom"},
+    )
+    assert resp.status_code == 400
+
+
+def test_ic_lora_generate_unknown_ic_lora_404(client: TestClient, tmp_path: Path):
+    img = tmp_path / "in.png"
+    img.write_bytes(b"x")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "does-not-exist",
+            "input_path": str(img),
+            "control_values": {"duration": 5},
+            "prompt": "p",
+            "conditioning_type": "custom",
+        },
+    )
+    assert resp.status_code == 404
+
+
+def test_outpaint_ic_lora_threads_mask_to_pipeline(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "outpaint-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    # Real numpy frames so outpaint_canvas can composite onto the larger canvas.
+    fake_services.video_processor.videos[str(src)] = FakeCapture(
+        frames=[np.full((96, 96, 3), 0x40, dtype=np.uint8) for _ in range(9)],
+        width=96,
+        height=96,
+        fps=24,
+    )
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "outpaint-v1",
+            "input_path": str(src),
+            "prompt": "extend the scene",
+            "conditioning_type": "custom",
+            "outpaint_pads": {"left": 48, "right": 0, "top": 0, "bottom": 0},
+        },
+    )
+    assert resp.status_code == 200, resp.text
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["conditioning_mask_path"] is not None
+
+
+def test_outpaint_ic_lora_rejects_negative_pad(
+    client: TestClient, tmp_path: Path, create_fake_model_files
+):
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "outpaint-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "outpaint-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "outpaint_pads": {"left": -1, "right": 0, "top": 0, "bottom": 0},
+        },
+    )
+    assert resp.status_code == 422  # DTO ge=0 rejects negative pads
+
+
+def test_outpaint_runs_with_empty_prompt(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    # outpaint-v1 sets allows_empty_prompt → a blank prompt is accepted.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "outpaint-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    fake_services.video_processor.videos[str(src)] = FakeCapture(
+        frames=[np.full((96, 96, 3), 0x40, dtype=np.uint8) for _ in range(9)],
+        width=96,
+        height=96,
+        fps=24,
+    )
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "outpaint-v1",
+            "input_path": str(src),
+            "prompt": "",
+            "conditioning_type": "custom",
+            "outpaint_pads": {"left": 48, "right": 0, "top": 0, "bottom": 0},
+        },
+    )
+    assert resp.status_code == 200, resp.text
+
+
+def test_ic_lora_empty_prompt_rejected_without_flag(client: TestClient, tmp_path: Path):
+    # colorize-v1 has no allows_empty_prompt → a blank prompt is rejected.
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "colorize-v1",
+            "input_path": str(src),
+            "prompt": "   ",
+            "conditioning_type": "custom",
+        },
+    )
+    assert resp.status_code == 400
+
+
+def test_control_value_out_of_options_rejected(
+    client: TestClient, tmp_path: Path, create_fake_model_files
+):
+    # Generic control validation: an int control value outside the entry's options is rejected.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "ingredients-v1"})
+    src = tmp_path / "in.png"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "ingredients-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "control_values": {"duration": 999},
+        },
+    )
+    assert resp.status_code == 400
+
+
+def test_reference_image_forwarded_when_allowed(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    # refimg-v1 sets allows_reference_image → the request's images reach the pipeline.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "refimg-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    ref = tmp_path / "ref.png"
+    ref.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "refimg-v1",
+            "input_path": str(src),
+            "prompt": "3DREAL a harbor",
+            "conditioning_type": "custom",
+            "images": [{"path": str(ref), "frame": 0, "strength": 1.0}],
+        },
+    )
+    assert resp.status_code == 200, resp.text
+    images = fake_services.ic_lora_pipeline.generate_calls[-1]["images"]
+    assert len(images) == 1
+    assert images[0].path == str(ref)
+    assert images[0].frame_idx == 0
+
+
+def test_reference_image_missing_path_rejected(
+    client: TestClient, tmp_path: Path, create_fake_model_files
+):
+    # An allows_reference_image entry rejects a non-existent reference path with a clean 400.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "refimg-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "refimg-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "images": [{"path": str(tmp_path / "nope.png"), "frame": 0, "strength": 1.0}],
+        },
+    )
+    assert resp.status_code == 400
+
+
+def test_reference_image_ignored_when_not_allowed(
+    client: TestClient, tmp_path: Path, create_fake_model_files, fake_services
+):
+    # colorize-v1 does not opt in → images are dropped even if sent.
+    create_fake_model_files()
+    client.post("/api/ic-loras/download", json={"ic_lora_id": "colorize-v1"})
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    ref = tmp_path / "ref.png"
+    ref.write_bytes(b"\x89PNG\r\n")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "colorize-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+            "images": [{"path": str(ref), "frame": 0, "strength": 1.0}],
+        },
+    )
+    assert resp.status_code == 200, resp.text
+    assert fake_services.ic_lora_pipeline.generate_calls[-1]["images"] == []
+
+
+def test_canny_empty_prompt_rejected(client: TestClient, tmp_path: Path):
+    # The non-catalog canny path has no entry to opt into promptless runs.
+    src = tmp_path / "v.mp4"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={"video_path": str(src), "conditioning_type": "canny", "prompt": ""},
+    )
+    assert resp.status_code == 400
+
+
+def test_generate_with_variant_id_uses_that_checkpoint(
+    client: TestClient, tmp_path: Path, create_fake_model_files
+):
+    create_fake_model_files()
+    assert client.post(
+        "/api/ic-loras/download", json={"ic_lora_id": "multi-v1", "variant_id": "light"}
+    ).status_code == 200
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    ok = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "multi-v1",
+            "variant_id": "light",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+        },
+    )
+    assert ok.status_code == 200, ok.text
+    missing = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "multi-v1",
+            "variant_id": "strong",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+        },
+    )
+    assert missing.status_code == 409
+    unknown = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "multi-v1",
+            "variant_id": "nope",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+        },
+    )
+    assert unknown.status_code == 404
+
+
+def test_generate_omits_variant_id_uses_any_installed_checkpoint(
+    client: TestClient, tmp_path: Path, create_fake_model_files
+):
+    # Only the non-default (light) file is on disk; omit variant_id → still finds it.
+    create_fake_model_files()
+    assert client.post(
+        "/api/ic-loras/download", json={"ic_lora_id": "multi-v1", "variant_id": "light"}
+    ).status_code == 200
+    src = tmp_path / "in.mp4"
+    src.write_bytes(b"\x00")
+    resp = client.post(
+        "/api/ic-lora/generate",
+        json={
+            "ic_lora_id": "multi-v1",
+            "input_path": str(src),
+            "prompt": "p",
+            "conditioning_type": "custom",
+        },
+    )
+    assert resp.status_code == 200, resp.text
+
+
+def test_download_unknown_variant_id_404(client: TestClient):
+    resp = client.post(
+        "/api/ic-loras/download",
+        json={"ic_lora_id": "multi-v1", "variant_id": "does-not-exist"},
+    )
+    assert resp.status_code == 404
+
+
+def test_list_reports_downloaded_variant_ids_after_partial_download(client: TestClient):
+    before = client.get("/api/ic-loras").json()["ic_loras"]
+    multi = next(i for i in before if i["ic_lora"]["id"] == "multi-v1")
+    assert multi["downloaded"] is False
+    assert multi["downloaded_variant_ids"] == []
+
+    assert client.post(
+        "/api/ic-loras/download", json={"ic_lora_id": "multi-v1", "variant_id": "light"}
+    ).status_code == 200
+
+    after = client.get("/api/ic-loras").json()["ic_loras"]
+    multi = next(i for i in after if i["ic_lora"]["id"] == "multi-v1")
+    assert multi["downloaded"] is True
+    assert multi["downloaded_variant_ids"] == ["light"]
+    # Default (strong) still missing.
+    assert "strong" not in multi["downloaded_variant_ids"]
diff --git a/backend/tests/test_ic_lora_preprocessing.py b/backend/tests/test_ic_lora_preprocessing.py
new file mode 100644
index 000000000..3569acb0f
--- /dev/null
+++ b/backend/tests/test_ic_lora_preprocessing.py
@@ -0,0 +1,120 @@
+from pathlib import Path
+
+import numpy as np
+import pytest
+from api_types import PreprocessingStep
+from ic_lora_preprocessing import (
+    MediaArtifact,
+    OutpaintParams,
+    PreprocessingContext,
+    run_preprocessing,
+)
+from tests.fakes.services import FakeCapture, FakeVideoProcessor
+
+
+def _ctx(num_frames: int, tmp_path: Path) -> PreprocessingContext:
+    return PreprocessingContext(
+        num_frames=num_frames,
+        outputs_dir=tmp_path,
+        video_processor=FakeVideoProcessor(),
+    )
+
+
+def test_image_to_frames_produces_video_artifact(tmp_path: Path):
+    steps = [PreprocessingStep(utility="image_to_frames", params={"fps": 24})]
+    inp = MediaArtifact(path=str(tmp_path / "in.png"), kind="image")
+    out = run_preprocessing(steps, inp, _ctx(num_frames=25, tmp_path=tmp_path))
+    assert out.kind == "video"
+    assert out.frame_count == 25
+
+
+def test_pipeline_must_end_in_video(tmp_path: Path):
+    # An image input with no steps still ends as an image -> rejected.
+    inp_img = MediaArtifact(path="x.png", kind="image")
+    with pytest.raises(ValueError):
+        run_preprocessing([], inp_img, _ctx(8, tmp_path))
+
+
+def test_unknown_utility_raises(tmp_path: Path):
+    inp = MediaArtifact(path="x.png", kind="image")
+    with pytest.raises(KeyError):
+        run_preprocessing([PreprocessingStep(utility="nope", params={})], inp, _ctx(8, tmp_path))
+
+
+def test_outpaint_canvas_rejects_unreadable_source_dims(tmp_path: Path):
+    src = str(tmp_path / "bad.mp4")
+    vp = FakeVideoProcessor()
+    vp.videos[src] = FakeCapture(frames=[], width=0, height=0, fps=24)
+    ctx = PreprocessingContext(
+        num_frames=9,
+        outputs_dir=tmp_path,
+        video_processor=vp,
+        outpaint=OutpaintParams(left=10, right=10, top=0, bottom=0),
+    )
+    with pytest.raises(ValueError):
+        run_preprocessing(
+            [PreprocessingStep(utility="outpaint_canvas", params={})],
+            MediaArtifact(path=src, kind="video"),
+            ctx,
+        )
+
+
+def _outpaint_ctx(vp: FakeVideoProcessor, tmp_path: Path, n: int, pads: OutpaintParams) -> PreprocessingContext:
+    return PreprocessingContext(
+        num_frames=n, outputs_dir=tmp_path, video_processor=vp, outpaint=pads
+    )
+
+
+def test_outpaint_canvas_pads_green_and_emits_mask(tmp_path: Path):
+    src_w, src_h, n = 100, 100, 9
+    src = str(tmp_path / "in.mp4")
+    vp = FakeVideoProcessor()
+    # 0xAA fill so the kept region is distinguishable from the green pad.
+    vp.videos[src] = FakeCapture(
+        frames=[np.full((src_h, src_w, 3), 0xAA, dtype=np.uint8) for _ in range(n)],
+        width=src_w,
+        height=src_h,
+        fps=24,
+    )
+    # Asymmetric pads: +50px on the left only → 150×100, source occupies x in [50, 150).
+    ctx = _outpaint_ctx(vp, tmp_path, n, OutpaintParams(left=50, right=0, top=0, bottom=0))
+    out = run_preprocessing(
+        [PreprocessingStep(utility="outpaint_canvas", params={})],
+        MediaArtifact(path=src, kind="video"),
+        ctx,
+    )
+    assert out.kind == "video"
+    assert out.frame_count == n
+    assert out.mask_path is not None
+
+    # Conditioning gets one frame per source frame; the static mask is written once.
+    cond_writer, mask_writer = vp.writers[-2], vp.writers[-1]
+    assert len(cond_writer.frames) == n and len(mask_writer.frames) == 1
+    cond, mask = cond_writer.frames[0], mask_writer.frames[0]
+    assert cond.shape == (100, 150, 3)  # source + (left=50) → width 150
+    # Left pad is chroma green (BGR); the kept region carries the source pixels.
+    assert tuple(int(v) for v in cond[0, 0]) == (0, 255, 0)
+    assert int(cond[50, 75, 0]) == 0xAA  # x=75 ≥ 50 → inside source
+    # Mask: kept region white (preserve reference), pad black (generate).
+    assert int(mask[50, 75, 0]) == 255
+    assert int(mask[0, 0, 0]) == 0
+
+
+def test_outpaint_canvas_rejects_pad_over_cap(tmp_path: Path):
+    src_w, src_h, n = 100, 100, 9
+    src = str(tmp_path / "in.mp4")
+    vp = FakeVideoProcessor()
+    vp.videos[src] = FakeCapture(
+        frames=[np.zeros((src_h, src_w, 3), dtype=np.uint8) for _ in range(n)],
+        width=src_w,
+        height=src_h,
+        fps=24,
+    )
+    # left=101 > src_w=100 → exceeds the +100% cap.
+    ctx = _outpaint_ctx(vp, tmp_path, n, OutpaintParams(left=101, right=0, top=0, bottom=0))
+    with pytest.raises(ValueError):
+        run_preprocessing(
+            [PreprocessingStep(utility="outpaint_canvas", params={})],
+            MediaArtifact(path=src, kind="video"),
+            ctx,
+        )
diff --git a/backend/tests/test_lora_catalog.py b/backend/tests/test_lora_catalog.py
new file mode 100644
index 000000000..6b510de82
--- /dev/null
+++ b/backend/tests/test_lora_catalog.py
@@ -0,0 +1,275 @@
+from pathlib import Path
+
+import pytest
+from pydantic import ValidationError
+from api_types import parse_lora_catalog
+from services.lora_catalog.file_lora_catalog import FileLoraCatalogProvider
+
+_VALID = """
+{"schema_version": 1, "ic_loras": [{
+  "id": "ingredients-v1", "name": "Ingredients", "description": "d",
+  "download": {"repo_id": "Lightricks/x", "variants": [{"id": "default", "label": "Default", "filename": "i.safetensors", "size_bytes": 10}]},
+  "requires_hf_login": true,
+  "input": {"kind": "image"},
+  "preprocessing": [{"utility": "image_to_frames", "params": {}}],
+  "instructions": [{"title": "What it does", "body": "use it"}],
+  "controls": [{"id": "duration", "label": "Duration", "default": 5, "options": [5, 8]}],
+  "default_settings": {"skip_stage_2": true, "resolution_factor": 1.0,
+                       "audio_mode": "off", "lora_strength": 1.0, "conditioning_strength": 1.0}
+}]}
+"""
+
+def test_parse_valid_catalog():
+    cat = parse_lora_catalog(_VALID)
+    assert len(cat.ic_loras) == 1
+    r = cat.ic_loras[0]
+    assert r.id == "ingredients-v1"
+    assert r.input.kind == "image"
+    assert r.preprocessing[0].utility == "image_to_frames"
+    assert r.default_settings.skip_stage_2 is True
+    assert r.controls[0].id == "duration"
+    assert r.controls[0].options == [5, 8]
+
+def test_controls_default_to_empty():
+    no_controls = _VALID.replace(
+        '"controls": [{"id": "duration", "label": "Duration", "default": 5, "options": [5, 8]}],',
+        "",
+    )
+    assert parse_lora_catalog(no_controls).ic_loras[0].controls == []
+
+def test_shipped_ingredients_ic_lora_is_wired_for_image_input():
+    # Guards the Ingredients wiring: image input expanded to a control video via
+    # image_to_frames, with a duration control so the UI shows a seconds selector.
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    ing = next(r for r in cat.ic_loras if r.id == "ingredients")
+    assert ing.input.kind == "image"
+    assert [s.utility for s in ing.preprocessing] == ["image_to_frames"]
+    duration = next(c for c in ing.controls if c.id == "duration")
+    assert duration.default in duration.options
+
+def test_parse_rejects_unknown_input_kind():
+    bad = _VALID.replace('"kind": "image"', '"kind": "audio"')
+    with pytest.raises(ValidationError):
+        parse_lora_catalog(bad)
+
+
+_DURATION_CONTROL = '"controls": [{"id": "duration", "label": "Duration", "default": 5, "options": [5, 8]}],'
+
+
+def test_parse_select_control():
+    j = _VALID.replace(
+        _DURATION_CONTROL,
+        '"controls": [{"id": "outpaint_region", "kind": "select", "label": "Extend", '
+        '"default": "16:9", "options": ["16:9", "all"]}],',
+    )
+    c = parse_lora_catalog(j).ic_loras[0].controls[0]
+    assert c.kind == "select"
+    assert c.default == "16:9"
+    assert c.options == ["16:9", "all"]
+
+
+def test_select_control_rejects_int_options():
+    bad = _VALID.replace(
+        _DURATION_CONTROL,
+        '"controls": [{"id": "x", "kind": "select", "label": "X", "default": "a", "options": [1, 2]}],',
+    )
+    with pytest.raises(ValidationError):
+        parse_lora_catalog(bad)
+
+
+def test_shipped_outpainting_ic_lora_is_wired():
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    op = next(r for r in cat.ic_loras if r.id == "outpainting")
+    assert op.input is not None and op.input.kind == "video"
+    assert [s.utility for s in op.preprocessing] == ["outpaint_canvas"]
+    canvas = next(c for c in op.controls if c.kind == "position_canvas")
+    assert canvas.id == "outpaint_pads"
+    assert canvas.default is None and canvas.options is None
+    # Outpainting fills from the scene, so it opts into promptless generation.
+    assert op.allows_empty_prompt is True
+
+
+def test_allows_empty_prompt_defaults_false():
+    assert parse_lora_catalog(_VALID).ic_loras[0].allows_empty_prompt is False
+
+
+def test_allows_reference_image_default_false_and_shipped_3d_render_true():
+    assert parse_lora_catalog(_VALID).ic_loras[0].allows_reference_image is False
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    render = next(r for r in cat.ic_loras if r.id == "3d-render-to-real")
+    assert render.allows_reference_image is True
+
+def test_file_provider_reads_local_file(tmp_path: Path):
+    f = tmp_path / "catalog.json"
+    f.write_text(_VALID, encoding="utf-8")
+    provider = FileLoraCatalogProvider(str(f))
+    cat = provider.get_catalog()
+    assert cat.ic_loras[0].id == "ingredients-v1"
+
+
+_VALID_LORA = """
+{"schema_version": 1, "loras": [{
+  "id": "my-style", "name": "My Style", "description": "d",
+  "download": {"repo_id": "Lightricks/s", "variants": [{"id": "default", "label": "Default", "filename": "s.safetensors", "size_bytes": 5}]},
+  "requires_hf_login": false,
+  "instructions": [{"title": "Prompt", "body": "use TRIGGER"}],
+  "license": {"name": "OpenRAIL-M", "url": "https://example/license"},
+  "author": {"name": "Someone"},
+  "media": {"thumbnail": "https://example/t.png"},
+  "trigger": "TRIGGER",
+  "recommended_strength": 0.8
+}]}
+"""
+
+
+def test_parse_plain_lora_entry():
+    cat = parse_lora_catalog(_VALID_LORA)
+    assert len(cat.loras) == 1 and len(cat.ic_loras) == 0
+    lora = cat.loras[0]
+    assert lora.input is None  # plain LoRAs need no driving input
+    assert lora.license is not None and lora.license.name == "OpenRAIL-M"
+    assert lora.author is not None and lora.author.name == "Someone"
+    assert lora.trigger == "TRIGGER"
+    assert lora.recommended_strength == 0.8
+
+
+def test_file_provider_falls_back_to_bundled_on_remote_failure(tmp_path: Path):
+    bundled = tmp_path / "bundled.json"
+    bundled.write_text(_VALID, encoding="utf-8")
+    # Unreachable URL (connection refused) -> falls back to the bundled file.
+    provider = FileLoraCatalogProvider("http://127.0.0.1:9/catalog.json", fallback_path=str(bundled))
+    cat = provider.get_catalog()
+    assert cat.ic_loras[0].id == "ingredients-v1"
+
+
+def test_resolve_media_url_joins_relative_paths():
+    from services.lora_catalog.media_urls import LORA_CATALOG_MEDIA_BASE_URL, resolve_media_url
+
+    assert resolve_media_url("fpv-motion_web.mp4") == f"{LORA_CATALOG_MEDIA_BASE_URL}fpv-motion_web.mp4"
+    assert resolve_media_url("ltx-team/DayToNight-light.mp4") == (
+        f"{LORA_CATALOG_MEDIA_BASE_URL}ltx-team/DayToNight-light.mp4"
+    )
+    absolute = "https://videos.ltx.io/other/clip.mp4"
+    assert resolve_media_url(absolute) == absolute
+    assert resolve_media_url(None) is None
+
+
+def test_with_resolved_media_copies_item():
+    from services.lora_catalog.media_urls import LORA_CATALOG_MEDIA_BASE_URL, with_resolved_media
+
+    cat = parse_lora_catalog(_VALID_LORA.replace(
+        '"media": {"thumbnail": "https://example/t.png"}',
+        '"media": {"demo_video": "my-style_web.mp4"}',
+    ))
+    original = cat.loras[0]
+    resolved = with_resolved_media(original)
+    assert original.media is not None and original.media.demo_video == "my-style_web.mp4"
+    assert resolved.media is not None
+    assert resolved.media.demo_video == f"{LORA_CATALOG_MEDIA_BASE_URL}my-style_web.mp4"
+
+
+def test_shipped_catalog_uses_relative_demo_videos_and_author_affiliation():
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    for item in [*cat.loras, *cat.ic_loras]:
+        if item.author is not None:
+            assert item.author.name != "Lightricks"
+            assert item.author.affiliation in ("ltx", "community")
+            if item.author.name == "LTX":
+                assert item.author.affiliation == "ltx"
+            else:
+                assert item.author.affiliation == "community"
+        if item.media and item.media.demo_video:
+            assert not item.media.demo_video.startswith("http://")
+            assert not item.media.demo_video.startswith("https://")
+    official = [r for r in cat.ic_loras if r.author and r.author.affiliation == "ltx"]
+    assert len(official) == 9
+    missing = next(r for r in cat.loras if r.id == "fantasy-anime-style")
+    assert missing.media is not None and missing.media.demo_video == "fantasy_anime_style_demo.mp4"
+
+
+def test_author_affiliation_defaults_to_community():
+    cat = parse_lora_catalog(_VALID_LORA)
+    assert cat.loras[0].author is not None
+    assert cat.loras[0].author.affiliation == "community"
+
+
+def test_download_variants_must_be_non_empty():
+    from api_types import DownloadSpec
+    from pydantic import ValidationError
+
+    with pytest.raises(ValidationError):
+        DownloadSpec(repo_id="org/repo", variants=[])
+
+
+def test_download_variants_require_unique_filenames_and_ids():
+    from api_types import DownloadSpec, DownloadVariant
+    from pydantic import ValidationError
+
+    with pytest.raises(ValidationError):
+        DownloadSpec(
+            repo_id="org/repo",
+            variants=[
+                DownloadVariant(id="a", label="A", filename="a.safetensors", size_bytes=1),
+                DownloadVariant(id="b", label="B", filename="a.safetensors", size_bytes=2),
+            ],
+        )
+    with pytest.raises(ValidationError):
+        DownloadSpec(
+            repo_id="org/repo",
+            variants=[
+                DownloadVariant(id="a", label="A", filename="a.safetensors", size_bytes=1),
+                DownloadVariant(id="a", label="B", filename="b.safetensors", size_bytes=2),
+            ],
+        )
+
+
+def test_download_resolve_variant_defaults_to_first():
+    from api_types import DownloadSpec, DownloadVariant
+
+    spec = DownloadSpec(
+        repo_id="org/repo",
+        variants=[
+            DownloadVariant(id="strong", label="Strong", filename="strong.safetensors", size_bytes=2),
+            DownloadVariant(id="light", label="Light", filename="light.safetensors", size_bytes=1),
+        ],
+    )
+    assert spec.resolve_variant(None).id == "strong"
+    assert spec.default_variant().filename == "strong.safetensors"
+    assert spec.resolve_variant("light").filename == "light.safetensors"
+    assert spec.candidate_filenames() == ["strong.safetensors", "light.safetensors"]
+    assert spec.resolve_variant("x") is None
+
+
+def test_shipped_3dreal_has_strong_v2_default_and_light_variant():
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    item = next(r for r in cat.ic_loras if r.id == "3d-render-to-real")
+    assert item.download.default_variant().filename == "3DREAL-strong-v2.safetensors"
+    ids = {v.id for v in item.download.variants}
+    assert ids == {"strong-v2", "light"}
+
+
+def test_shipped_catalog_every_download_has_variants():
+    catalog = Path(__file__).parent.parent / "runtime_config" / "lora_catalog.json"
+    cat = parse_lora_catalog(catalog.read_text(encoding="utf-8"))
+    for item in [*cat.loras, *cat.ic_loras]:
+        assert len(item.download.variants) >= 1, item.id
+        assert "filename" not in type(item.download).model_fields
+        assert "size_bytes" not in type(item.download).model_fields
+
+def test_downloaded_variant_ids_lists_only_installed_checkpoints(tmp_path: Path):
+    from runtime_config.model_download_specs import (
+        downloaded_ic_lora_variant_ids,
+        resolve_ic_lora_path,
+    )
+
+    variants = [("strong-v2", "3DREAL-strong-v2.safetensors"), ("light", "3DREAL-light.safetensors")]
+    assert downloaded_ic_lora_variant_ids(tmp_path, "3d-render-to-real", variants) == []
+    light = resolve_ic_lora_path(tmp_path, "3d-render-to-real", "3DREAL-light.safetensors")
+    light.parent.mkdir(parents=True)
+    light.write_bytes(b"x")
+    assert downloaded_ic_lora_variant_ids(tmp_path, "3d-render-to-real", variants) == ["light"]
diff --git a/backend/tests/test_lora_download.py b/backend/tests/test_lora_download.py
new file mode 100644
index 000000000..5afda4bd5
--- /dev/null
+++ b/backend/tests/test_lora_download.py
@@ -0,0 +1,54 @@
+from pathlib import Path
+
+from fastapi.testclient import TestClient
+from runtime_config.model_download_specs import is_lora_downloaded, resolve_lora_path
+
+
+def test_lora_path_layout(tmp_path: Path):
+    p = resolve_lora_path(tmp_path, "cozy-felt-v1", "felt.safetensors")
+    assert p == tmp_path / "loras" / "cozy-felt-v1" / "felt.safetensors"
+    assert is_lora_downloaded(tmp_path, "cozy-felt-v1", "felt.safetensors") is False
+    p.parent.mkdir(parents=True)
+    p.write_bytes(b"x")
+    assert is_lora_downloaded(tmp_path, "cozy-felt-v1", "felt.safetensors") is True
+
+
+def test_lora_list_reports_downloaded_state(client: TestClient):
+    # FakeLoraCatalogProvider (wired in conftest) returns one plain LoRA "cozy-felt-v1".
+    resp = client.get("/api/loras")
+    assert resp.status_code == 200
+    items = resp.json()["loras"]
+    assert items[0]["lora"]["id"] == "cozy-felt-v1"
+    # Shared catalog metadata flows through for plain LoRAs too.
+    assert items[0]["lora"]["trigger"] == "F3ltCut0u7"
+    assert items[0]["lora"]["tags"] == ["style"]
+    assert items[0]["downloaded"] is False
+    assert items[0]["downloaded_variant_ids"] == []
+
+
+def test_lora_download_then_progress_complete(client: TestClient):
+    start = client.post("/api/loras/download", json={"lora_id": "cozy-felt-v1"})
+    assert start.status_code == 200
+    session_id = start.json()["sessionId"]
+    prog = client.get("/api/loras/download/progress", params={"sessionId": session_id})
+    assert prog.status_code == 200
+    # FakeModelDownloader + FakeTaskRunner run synchronously, so it is already complete.
+    assert prog.json()["status"] == "complete"
+
+
+def test_lora_download_anonymous_when_not_gated(client: TestClient, fake_services):
+    # Plain LoRA is public (requires_hf_login=False) and gating is off → no token attached.
+    client.post("/api/loras/download", json={"lora_id": "cozy-felt-v1"})
+    assert fake_services.model_downloader.calls[-1]["token"] is None
+
+
+def test_lora_download_unknown_id_404(client: TestClient):
+    resp = client.post("/api/loras/download", json={"lora_id": "does-not-exist"})
+    assert resp.status_code == 404
+
+
+def test_lora_download_unknown_variant_id_404(client: TestClient):
+    resp = client.post(
+        "/api/loras/download", json={"lora_id": "cozy-felt-v1", "variant_id": "does-not-exist"}
+    )
+    assert resp.status_code == 404
diff --git a/backend/tests/test_ltx_api_client.py b/backend/tests/test_ltx_api_client.py
index f3ad3f3e4..bd1f0fd9d 100644
--- a/backend/tests/test_ltx_api_client.py
+++ b/backend/tests/test_ltx_api_client.py
@@ -6,9 +6,35 @@
 
 from services.ltx_api_client.ltx_api_client_impl import LTXAPIClientImpl
 from services.ltx_api_client.ltx_api_client import LTXAPIClientError
+from services.http_client.http_client import HttpTransportError
 from tests.fakes.services import FakeHTTPClient, FakeResponse
 
 
+def _async_client(http: FakeHTTPClient) -> LTXAPIClientImpl:
+    # Tiny poll interval so the submit→poll→download loop runs instantly in tests.
+    return LTXAPIClientImpl(
+        http=http,
+        ltx_api_base_url="https://api.ltx.video",
+        poll_interval_s=0.0,
+        async_max_wait_s=5.0,
+    )
+
+
+def _queue_upload(http: FakeHTTPClient) -> None:
+    http.queue(
+        "post",
+        FakeResponse(
+            status_code=200,
+            json_payload={
+                "upload_url": "https://upload.example.com/extend",
+                "storage_uri": "storage://extend/123",
+                "required_headers": {},
+            },
+        ),
+    )
+    http.queue("put", FakeResponse(status_code=200))
+
+
 def test_generate_text_to_video_returns_binary_content() -> None:
     http = FakeHTTPClient()
     http.queue(
@@ -435,6 +461,137 @@ def test_retake_422_maps_to_safety_filter_error(tmp_path) -> None:
     assert exc.value.status_code == 422
 
 
+def test_extend_async_submits_polls_and_downloads(tmp_path) -> None:
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    # submit -> 202 with job id
+    http.queue("post", FakeResponse(status_code=202, json_payload={"id": "job-1"}))
+    # poll: processing, then completed with a result url
+    http.queue("get", FakeResponse(status_code=200, json_payload={"status": "processing"}))
+    http.queue(
+        "get",
+        FakeResponse(
+            status_code=200,
+            json_payload={"status": "completed", "result": {"video_url": "https://cdn.example.com/extended.mp4"}},
+        ),
+    )
+    # download
+    http.queue("get", FakeResponse(status_code=200, content=b"extended-bytes"))
+
+    client = _async_client(http)
+    result = client.extend(
+        api_key="test-key",
+        video_path=input_path,
+        duration=12.0,
+        prompt="continue the motion",
+        mode="end",
+    )
+
+    assert result.video_bytes == b"extended-bytes"
+    assert result.result_payload is None
+    submit_call = next(c for c in http.calls if c.url == "https://api.ltx.video/v2/extend")
+    assert submit_call.json_payload is not None
+    assert submit_call.json_payload["video_uri"] == "storage://extend/123"
+    assert submit_call.json_payload["duration"] == 12.0
+    assert submit_call.json_payload["mode"] == "end"
+    poll_calls = [c for c in http.calls if c.url == "https://api.ltx.video/v2/extend/job-1"]
+    assert len(poll_calls) == 2
+    assert http.calls[-1].url == "https://cdn.example.com/extended.mp4"
+
+
+def test_extend_async_retries_transient_poll_blip(tmp_path) -> None:
+    # A single transport blip on a poll GET must not discard the minutes-long job — the
+    # poll is retried and the job still completes.
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    http.queue("post", FakeResponse(status_code=202, json_payload={"id": "job-3"}))
+    http.queue("get", HttpTransportError("connection reset"))  # transient blip, retried
+    http.queue(
+        "get",
+        FakeResponse(
+            status_code=200,
+            json_payload={"status": "completed", "result": {"video_url": "https://cdn.example.com/extended.mp4"}},
+        ),
+    )
+    http.queue("get", FakeResponse(status_code=200, content=b"extended-bytes"))
+
+    client = _async_client(http)
+    result = client.extend(api_key="k", video_path=input_path, duration=4.0, prompt="", mode="end")
+    assert result.video_bytes == b"extended-bytes"
+
+
+def test_extend_async_unknown_terminal_status_surfaces(tmp_path) -> None:
+    # An unrecognized terminal status (not completed / not in-progress) is surfaced as a
+    # failure instead of being polled until the timeout hides it behind a 504.
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    http.queue("post", FakeResponse(status_code=202, json_payload={"id": "job-4"}))
+    http.queue("get", FakeResponse(status_code=200, json_payload={"status": "rejected"}))
+
+    client = _async_client(http)
+    with pytest.raises(LTXAPIClientError, match="rejected") as exc:
+        client.extend(api_key="k", video_path=input_path, duration=4.0, prompt="", mode="end")
+    assert exc.value.status_code == 500
+
+
+def test_extend_async_job_failed_raises(tmp_path) -> None:
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    http.queue("post", FakeResponse(status_code=202, json_payload={"id": "job-2"}))
+    http.queue(
+        "get",
+        FakeResponse(
+            status_code=200,
+            json_payload={"status": "failed", "error": {"message": "model exploded"}},
+        ),
+    )
+
+    client = _async_client(http)
+    with pytest.raises(LTXAPIClientError, match="model exploded"):
+        client.extend(api_key="k", video_path=input_path, duration=4.0, prompt="", mode="end")
+
+
+def test_extend_async_422_maps_to_safety_filter(tmp_path) -> None:
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    http.queue("post", FakeResponse(status_code=422, text="filtered"))
+
+    client = _async_client(http)
+    with pytest.raises(LTXAPIClientError, match="Content rejected by safety filters") as exc:
+        client.extend(api_key="k", video_path=input_path, duration=4.0, prompt="", mode="end")
+    assert exc.value.status_code == 422
+
+
+def test_extend_async_connection_reset_maps_to_504(tmp_path) -> None:
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    # The submit POST fails at the transport layer (connection reset surfaced as timeout).
+    http.queue("post", HttpTransportError("Connection reset by peer"))
+
+    client = _async_client(http)
+    with pytest.raises(LTXAPIClientError, match="please retry") as exc:
+        client.extend(api_key="k", video_path=input_path, duration=12.0, prompt="", mode="end")
+    assert exc.value.status_code == 504
+
+
+def test_extend_async_completed_without_url_raises(tmp_path) -> None:
+    http = FakeHTTPClient()
+    input_path = _write_dummy_video(tmp_path)
+    _queue_upload(http)
+    http.queue("post", FakeResponse(status_code=202, json_payload={"id": "job-3"}))
+    http.queue("get", FakeResponse(status_code=200, json_payload={"status": "completed", "result": {}}))
+
+    client = _async_client(http)
+    with pytest.raises(LTXAPIClientError, match="without a video_url"):
+        client.extend(api_key="k", video_path=input_path, duration=4.0, prompt="", mode="end")
+
+
 def test_retake_upload_init_failure_maps_message() -> None:
     http = FakeHTTPClient()
     http.queue("post", FakeResponse(status_code=401, text="Unauthorized"))
diff --git a/backend/tests/test_ltx_text_encoder.py b/backend/tests/test_ltx_text_encoder.py
new file mode 100644
index 000000000..f9e4821ad
--- /dev/null
+++ b/backend/tests/test_ltx_text_encoder.py
@@ -0,0 +1,32 @@
+"""Unpickler hardening for the LTX prompt-embedding response."""
+
+from __future__ import annotations
+
+import collections
+import io
+import pickle
+
+import pytest
+
+from services.text_encoder.ltx_text_encoder import _CpuUnpickler  # noqa: SLF001
+
+
+def _unpickler() -> _CpuUnpickler:
+    return _CpuUnpickler(io.BytesIO(b""))
+
+
+def test_find_class_rejects_arbitrary_callables() -> None:
+    # The conditioning payload is a network response; find_class must not resolve
+    # arbitrary importable callables (that would make unpickling an RCE vector).
+    with pytest.raises(pickle.UnpicklingError):
+        _unpickler().find_class("os", "system")
+    with pytest.raises(pickle.UnpicklingError):
+        _unpickler().find_class("builtins", "eval")
+
+
+def test_find_class_allows_torch_and_stdlib_containers() -> None:
+    # torch rebuild helpers + stdlib containers the real payload needs still resolve.
+    assert _unpickler().find_class("collections", "OrderedDict") is collections.OrderedDict
+    # The CPU-remapping storage shim is injected, not the raw torch symbol.
+    assert callable(_unpickler().find_class("torch.storage", "_load_from_bytes"))
+    assert callable(_unpickler().find_class("torch._utils", "_rebuild_tensor_v2"))
diff --git a/backend/tests/test_models.py b/backend/tests/test_models.py
index d7ed4d897..e278006b0 100644
--- a/backend/tests/test_models.py
+++ b/backend/tests/test_models.py
@@ -10,12 +10,15 @@
 from _routes._errors import HTTPError
 import handlers.models_handler as models_handler_module
 from runtime_config.model_download_specs import (
+    ALL_LTX_LOCAL_MODEL_IDS,
     DEPTH_PROCESSOR_CP_ID,
     IMG_GEN_MODEL_CP_ID,
     LTXLocalModelDeprecated,
     get_ic_loras_cp_ids,
     get_latest_ltx_model_id,
     get_ltx_model_spec,
+    get_model_cp_spec,
+    resolve_active_ltx_model_id,
     resolve_downloading_dir,
     resolve_model_path,
 )
@@ -64,6 +67,24 @@ def test_ltx_recommendation_ok_when_required_bundle_is_downloaded(self, client,
         assert response.status_code == 200
         assert response.json()["status"] == "ok"
 
+    def test_recommendation_surfaces_missing_shared_companion_for_current_base(self, client, test_state):
+        # Existing-user scenario: an older base transformer is on disk but a required shared
+        # companion (the hotfixed 2x upscaler) is missing. This must surface as a 'download'
+        # for the upscaler — not be buried behind a base 'upgrade' — so the missing-models gate
+        # prompts it. (API key set so the text encoder isn't also required, isolating the upscaler.)
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        older_spec = get_ltx_model_spec("ltx-2.3-22b-distilled")
+        base_path = _cp_path(test_state, older_spec.model_cp)
+        base_path.parent.mkdir(parents=True, exist_ok=True)
+        base_path.write_bytes(b"\x00" * 1024)
+
+        response = client.get("/api/models/ltx-recommendation")
+        assert response.status_code == 200
+        assert response.json() == {
+            "status": "download",
+            "cps_to_download": [older_spec.upscale_cp],
+        }
+
     def test_ltx_recommendation_reports_missing_text_encoder_for_current_model(self, client, test_state, create_fake_model_files):
         create_fake_model_files()
         text_encoder_path = _cp_path(test_state, _current_ltx_spec().text_encoder_cp)
@@ -100,6 +121,38 @@ def test_text_encoder_recommendation(self, client, create_fake_model_files, test
         assert response.json()["cp_to_download"] == _current_ltx_spec().text_encoder_cp
         assert response.json()["expected_size_bytes"] > 0
 
+    def test_describe_checkpoints(self, client, create_fake_model_files):
+        spec = _current_ltx_spec()
+        create_fake_model_files()  # base bundle on disk; upscaler not part of fake bundle by default
+        response = client.post(
+            "/api/models/describe",
+            json={"cp_ids": [IMG_GEN_MODEL_CP_ID, spec.text_encoder_cp, spec.model_cp]},
+        )
+        assert response.status_code == 200
+        checkpoints = response.json()["checkpoints"]
+        by_id = {c["cp_id"]: c for c in checkpoints}
+
+        assert by_id[spec.model_cp]["role"] == "base"
+        assert by_id[spec.text_encoder_cp]["role"] == "text_encoder"
+        assert by_id[IMG_GEN_MODEL_CP_ID]["role"] == "image"
+        for cp in checkpoints:
+            assert cp["size_bytes"] > 0
+            # info copy moved to the frontend (keyed off role); backend only ships name + role.
+            assert cp["name"] and cp["role"]
+        assert by_id[spec.model_cp]["downloaded"] is True
+        assert by_id[IMG_GEN_MODEL_CP_ID]["downloaded"] is False
+
+    def test_describe_classifies_any_base_version_as_base(self, client):
+        # An OLDER base transformer must be classified as "base", not "support" — _cp_role
+        # has to match every version's model_cp, not only the latest.
+        older = get_ltx_model_spec("ltx-2.3-22b-distilled")
+        assert older.model_cp != _current_ltx_spec().model_cp
+        response = client.post("/api/models/describe", json={"cp_ids": [older.model_cp]})
+        assert response.status_code == 200
+        cp = response.json()["checkpoints"][0]
+        assert cp["cp_id"] == older.model_cp
+        assert cp["role"] == "base"
+
     def test_ic_lora_recommendation(self, client, create_fake_model_files, create_fake_ic_lora_files):
         create_fake_model_files()
         response = client.get("/api/models/ltx-ic-lora-recommendation")
@@ -138,6 +191,25 @@ def test_active_progress(self, client, test_state):
         assert response.json()["status"] == "downloading"
         assert response.json()["current_downloading_file"] == "ltx-2.3-22b-distilled"
 
+    def test_active_download_reports_running_session(self, client, test_state):
+        test_state.state.downloading_session = DownloadingSession(
+            id="dl-1",
+            current_running_file=None,
+            files_to_download={"ltx-2.3-22b-distilled-1.1"},
+            completed_files=set(),
+            completed_bytes=0,
+        )
+        response = client.get("/api/models/download/active")
+        assert response.status_code == 200
+        assert response.json()["session_id"] == "dl-1"
+        assert "ltx-2.3-22b-distilled-1.1" in response.json()["cp_ids"]
+
+    def test_active_download_null_when_idle(self, client):
+        response = client.get("/api/models/download/active")
+        assert response.status_code == 200
+        assert response.json()["session_id"] is None
+        assert response.json()["cp_ids"] == []
+
     def test_completed_and_error_sessions(self, client, test_state):
         test_state.state.completed_download_sessions["done-session"] = DownloadSessionComplete()
         test_state.state.completed_download_sessions["err-session"] = DownloadSessionError(error_message="network error")
@@ -270,3 +342,184 @@ def test_delete_removes_non_protected_checkpoint(self, client, test_state):
         assert response.status_code == 200
         assert response.json()["status"] == "ok"
         assert not img_gen_path.exists()
+
+
+class TestLtxVersions:
+    def test_two_base_versions_registered_newest_first(self):
+        assert ALL_LTX_LOCAL_MODEL_IDS[0] == "ltx-2.3-22b-distilled-1.1"
+        assert "ltx-2.3-22b-distilled" in ALL_LTX_LOCAL_MODEL_IDS
+        assert get_latest_ltx_model_id() == "ltx-2.3-22b-distilled-1.1"
+
+    def test_versions_share_companions(self):
+        v11 = get_ltx_model_spec("ltx-2.3-22b-distilled-1.1")
+        v10 = get_ltx_model_spec("ltx-2.3-22b-distilled")
+        assert v11.upscale_cp == v10.upscale_cp
+        assert v11.text_encoder_cp == v10.text_encoder_cp
+        assert v11.ic_loras_spec == v10.ic_loras_spec
+        assert v11.model_cp != v10.model_cp
+
+    def test_version_labels(self):
+        assert get_ltx_model_spec("ltx-2.3-22b-distilled-1.1").version_label == "1.1"
+        assert get_ltx_model_spec("ltx-2.3-22b-distilled").version_label == "1.0"
+
+    def test_1_1_checkpoint_spec(self):
+        spec = get_model_cp_spec("ltx-2.3-22b-distilled-1.1")
+        assert spec.repo_id == "Lightricks/LTX-2.3"
+        assert str(spec.relative_path) == "ltx-2.3-22b-distilled-1.1.safetensors"
+        assert spec.expected_size_bytes == 46_149_345_334
+
+    def test_distilled_1_1_has_upgrade_notes(self):
+        # The 1.1 spec carries authored "what's new" notes for the 1.0 -> 1.1 upgrade prompt.
+        from runtime_config.model_download_specs import LTXLocalModelRelevant
+        relevance = get_ltx_model_spec("ltx-2.3-22b-distilled-1.1").relevance
+        assert isinstance(relevance, LTXLocalModelRelevant)
+        assert relevance.upgrade_messages.get("ltx-2.3-22b-distilled")
+
+
+class TestActiveModelResolution:
+    def _write_transformer(self, test_state, model_id: str) -> None:
+        # resolve_active_ltx_model_id requires the full generation bundle (transformer +
+        # upscaler), so write both — otherwise the version isn't considered runnable.
+        spec = get_ltx_model_spec(model_id)
+        for cp in (spec.model_cp, spec.upscale_cp):
+            path = resolve_model_path(test_state.config.default_models_dir, cp)
+            path.parent.mkdir(parents=True, exist_ok=True)
+            path.write_bytes(b"\x00" * 1024)
+
+    def test_prefers_explicit_when_installed(self, test_state):
+        models_dir = test_state.config.default_models_dir
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled-1.1")
+        assert resolve_active_ltx_model_id(models_dir, "ltx-2.3-22b-distilled") == "ltx-2.3-22b-distilled"
+
+    def test_falls_back_to_newest_installed_when_preferred_missing(self, test_state):
+        models_dir = test_state.config.default_models_dir
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")
+        # preferred 1.1 is NOT on disk -> fall back to the only installed (1.0)
+        assert resolve_active_ltx_model_id(models_dir, "ltx-2.3-22b-distilled-1.1") == "ltx-2.3-22b-distilled"
+
+    def test_none_when_nothing_installed(self, test_state):
+        assert resolve_active_ltx_model_id(test_state.config.default_models_dir, None) is None
+
+    def test_generation_uses_active_setting(self, client, test_state):
+        models_dir = test_state.config.default_models_dir
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled-1.1")
+        test_state.state.app_settings.active_ltx_model_id = "ltx-2.3-22b-distilled"
+        resolved = resolve_active_ltx_model_id(models_dir, test_state.state.app_settings.active_ltx_model_id)
+        assert resolved == "ltx-2.3-22b-distilled"
+
+
+class TestLtxVersionEndpoints:
+    def _write_transformer(self, test_state, model_id: str) -> None:
+        cp = get_ltx_model_spec(model_id).model_cp
+        path = resolve_model_path(test_state.config.default_models_dir, cp)
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_bytes(b"\x00" * 1024)
+
+    def test_versions_list_newest_first_with_flags(self, client, test_state, create_fake_model_files):
+        # create_fake_model_files installs the latest (1.1) bundle
+        create_fake_model_files()
+        test_state.state.app_settings.active_ltx_model_id = "ltx-2.3-22b-distilled-1.1"
+        response = client.get("/api/models/ltx-versions")
+        assert response.status_code == 200
+        versions = response.json()["versions"]
+        assert [v["model_id"] for v in versions] == [
+            "ltx-2.3-22b-distilled-1.1",
+            "ltx-2.3-22b-distilled",
+        ]
+        newest, older = versions[0], versions[1]
+        assert newest["label"] == "1.1"
+        assert newest["installed"] is True
+        assert newest["active"] is True
+        assert older["installed"] is False
+        assert older["is_newest"] is False
+        assert newest["is_newest"] is True
+        # an uninstalled version reports the cp(s) it still needs
+        assert "ltx-2.3-22b-distilled" in older["cps_to_download"]
+
+    def test_set_active_requires_installed(self, client, test_state):
+        # 1.0 is not on disk -> cannot activate
+        response = client.post(
+            "/api/models/active-ltx-model", json={"model_id": "ltx-2.3-22b-distilled"}
+        )
+        assert response.status_code == 409
+        assert response.json()["code"] == "LTX_MODEL_NOT_INSTALLED"
+
+    def test_set_active_rejects_when_companions_missing(self, client, test_state):
+        # Transformer present but the required upscaler/text-encoder are missing -> the
+        # version isn't runnable, so activating it must be rejected (not a broken active state).
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")
+        response = client.post(
+            "/api/models/active-ltx-model", json={"model_id": "ltx-2.3-22b-distilled"}
+        )
+        assert response.status_code == 409
+        assert response.json()["code"] == "LTX_MODEL_NOT_INSTALLED"
+
+    def test_set_active_succeeds_and_persists(self, client, test_state):
+        import json
+        # Activation requires the full required bundle. With an API key the text encoder
+        # isn't required, so transformer + upscaler is a complete, runnable version.
+        test_state.state.app_settings.ltx_api_key = "test-key"
+        spec = get_ltx_model_spec("ltx-2.3-22b-distilled")
+        for cp in (spec.model_cp, spec.upscale_cp):
+            path = resolve_model_path(test_state.config.default_models_dir, cp)
+            path.parent.mkdir(parents=True, exist_ok=True)
+            path.write_bytes(b"\x00" * 1024)
+        response = client.post(
+            "/api/models/active-ltx-model", json={"model_id": "ltx-2.3-22b-distilled"}
+        )
+        assert response.status_code == 200
+        # in-memory state updated
+        assert test_state.state.app_settings.active_ltx_model_id == "ltx-2.3-22b-distilled"
+        # AND persisted to disk (the hardening: must go through SettingsHandler.save_settings)
+        saved = json.loads(test_state.config.settings_file.read_text())
+        assert saved["active_ltx_model_id"] == "ltx-2.3-22b-distilled"
+
+
+class TestDeleteGuard:
+    def _write_transformer(self, test_state, model_id: str) -> None:
+        cp = get_ltx_model_spec(model_id).model_cp
+        path = resolve_model_path(test_state.config.default_models_dir, cp)
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_bytes(b"\x00" * 1024)
+
+    def test_cannot_delete_active_version_transformer(self, client, test_state, create_fake_model_files):
+        create_fake_model_files()  # installs 1.1 bundle
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")  # 1.0 also present
+        test_state.state.app_settings.active_ltx_model_id = "ltx-2.3-22b-distilled-1.1"
+        response = client.request(
+            "DELETE", "/api/models/delete", json={"cp_ids": ["ltx-2.3-22b-distilled-1.1"]}
+        )
+        assert response.status_code == 409
+        assert response.json()["code"] == "DELETE_PROTECTED_CHECKPOINT"
+
+    def test_can_delete_non_active_version_transformer(self, client, test_state, create_fake_model_files):
+        create_fake_model_files()  # 1.1 bundle, active by default resolution
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")  # 1.0 present, not active
+        test_state.state.app_settings.active_ltx_model_id = "ltx-2.3-22b-distilled-1.1"
+        response = client.request(
+            "DELETE", "/api/models/delete", json={"cp_ids": ["ltx-2.3-22b-distilled"]}
+        )
+        assert response.status_code == 200
+
+    def test_active_older_version_protected_newer_deletable(self, client, test_state, create_fake_model_files):
+        # Both versions installed; active is the OLDER 1.0.
+        # Old impl (protected = newest installed = 1.1) would ALLOW deleting 1.0 and BLOCK deleting 1.1.
+        # New impl (protected = active = 1.0) must BLOCK deleting 1.0 and ALLOW deleting 1.1.
+        create_fake_model_files()  # installs 1.1 bundle
+        self._write_transformer(test_state, "ltx-2.3-22b-distilled")  # 1.0 also present
+        test_state.state.app_settings.active_ltx_model_id = "ltx-2.3-22b-distilled"  # active = 1.0
+
+        # Active (1.0) must be protected
+        response_protected = client.request(
+            "DELETE", "/api/models/delete", json={"cp_ids": ["ltx-2.3-22b-distilled"]}
+        )
+        assert response_protected.status_code == 409
+        assert response_protected.json()["code"] == "DELETE_PROTECTED_CHECKPOINT"
+
+        # Non-active newer (1.1) must be deletable
+        response_allowed = client.request(
+            "DELETE", "/api/models/delete", json={"cp_ids": ["ltx-2.3-22b-distilled-1.1"]}
+        )
+        assert response_allowed.status_code == 200
diff --git a/backend/tests/test_models_routes.py b/backend/tests/test_models_routes.py
new file mode 100644
index 000000000..45b7d4465
--- /dev/null
+++ b/backend/tests/test_models_routes.py
@@ -0,0 +1,61 @@
+"""Integration tests for the GET /api/models listing endpoint."""
+
+from __future__ import annotations
+
+import json
+import struct
+from pathlib import Path
+
+from starlette.testclient import TestClient
+
+
+def _models_dir(test_state) -> Path:
+    return test_state.config.default_models_dir
+
+
+def _write_ic_lora(path: Path) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    blob = json.dumps({"__metadata__": {"reference_downscale_factor": "1"}}).encode("utf-8")
+    with open(path, "wb") as f:
+        f.write(struct.pack("<Q", len(blob)))
+        f.write(blob)
+
+
+def test_list_models_lora_only(client: TestClient, test_state) -> None:
+    models_dir = _models_dir(test_state)
+    (models_dir / "loras").mkdir(parents=True, exist_ok=True)
+    (models_dir / "loras" / "style.safetensors").write_bytes(b"\0")
+    (models_dir / "transformer.safetensors").write_bytes(b"\0")
+
+    resp = client.get("/api/models", params={"type": "lora"})
+    assert resp.status_code == 200
+    names = [m["name"] for m in resp.json()["models"]]
+    assert names == ["style.safetensors"]
+    assert resp.json()["models"][0]["is_lora"] is True
+
+
+def test_list_models_all(client: TestClient, test_state) -> None:
+    models_dir = _models_dir(test_state)
+    (models_dir / "loras").mkdir(parents=True, exist_ok=True)
+    (models_dir / "loras" / "style.safetensors").write_bytes(b"\0")
+    (models_dir / "transformer.safetensors").write_bytes(b"\0")
+
+    resp = client.get("/api/models")
+    assert resp.status_code == 200
+    names = sorted(m["name"] for m in resp.json()["models"])
+    assert names == ["style.safetensors", "transformer.safetensors"]
+
+
+def test_lora_and_ic_lora_filters_split(client: TestClient, test_state) -> None:
+    models_dir = _models_dir(test_state)
+    (models_dir / "loras").mkdir(parents=True, exist_ok=True)
+    (models_dir / "loras" / "style.safetensors").write_bytes(b"\0")  # regular
+    _write_ic_lora(models_dir / "loras" / "control-ic-lora.safetensors")  # IC-LoRA
+
+    lora_resp = client.get("/api/models", params={"type": "lora"})
+    assert [m["name"] for m in lora_resp.json()["models"]] == ["style.safetensors"]
+
+    ic_resp = client.get("/api/models", params={"type": "ic-lora"})
+    ic_models = ic_resp.json()["models"]
+    assert [m["name"] for m in ic_models] == ["control-ic-lora.safetensors"]
+    assert ic_models[0]["is_ic_lora"] is True
diff --git a/backend/tests/test_models_scanner.py b/backend/tests/test_models_scanner.py
new file mode 100644
index 000000000..9e320f2ac
--- /dev/null
+++ b/backend/tests/test_models_scanner.py
@@ -0,0 +1,103 @@
+"""Unit tests for the installed-models / LoRA scanner."""
+
+from __future__ import annotations
+
+import json
+import struct
+from pathlib import Path
+
+from runtime_config.models_scanner import scan_models_dir
+
+
+def _touch(path: Path, size: int = 1) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_bytes(b"\0" * size)
+
+
+def _write_safetensors(path: Path, metadata: dict[str, str] | None = None) -> None:
+    """Write a header-only (no tensors) safetensors file, optional __metadata__."""
+    path.parent.mkdir(parents=True, exist_ok=True)
+    header: dict[str, object] = {}
+    if metadata is not None:
+        header["__metadata__"] = metadata
+    blob = json.dumps(header).encode("utf-8")
+    with open(path, "wb") as f:
+        f.write(struct.pack("<Q", len(blob)))
+        f.write(blob)
+
+
+def test_missing_dir_returns_empty(tmp_path: Path) -> None:
+    assert scan_models_dir(tmp_path / "nope") == []
+
+
+def test_detects_lora_by_folder(tmp_path: Path) -> None:
+    _touch(tmp_path / "loras" / "cinematic.safetensors")
+    entries = scan_models_dir(tmp_path)
+    assert len(entries) == 1
+    assert entries[0].is_lora is True
+    assert entries[0].name == "cinematic.safetensors"
+    assert entries[0].kind == "safetensors"
+
+
+def test_detects_lora_by_filename(tmp_path: Path) -> None:
+    _touch(tmp_path / "my_lora_v2.safetensors")
+    [entry] = scan_models_dir(tmp_path)
+    assert entry.is_lora is True
+
+
+def test_non_lora_checkpoint_not_flagged(tmp_path: Path) -> None:
+    _touch(tmp_path / "transformer.safetensors")
+    [entry] = scan_models_dir(tmp_path)
+    assert entry.is_lora is False
+
+
+def test_lora_only_filters(tmp_path: Path) -> None:
+    _touch(tmp_path / "transformer.safetensors")
+    _touch(tmp_path / "loras" / "style.safetensors")
+    only = scan_models_dir(tmp_path, lora_only=True)
+    assert [e.name for e in only] == ["style.safetensors"]
+
+
+def test_ignores_non_safetensors(tmp_path: Path) -> None:
+    _touch(tmp_path / "loras" / "notes.txt")
+    _touch(tmp_path / "loras" / "weights.gguf")
+    assert scan_models_dir(tmp_path) == []
+
+
+def test_detects_ic_lora_by_metadata(tmp_path: Path) -> None:
+    _write_safetensors(
+        tmp_path / "loras" / "my-ic-lora.safetensors",
+        metadata={"reference_downscale_factor": "2"},
+    )
+    [entry] = scan_models_dir(tmp_path)
+    assert entry.is_lora is True
+    assert entry.is_ic_lora is True
+
+
+def test_regular_lora_is_not_ic_lora(tmp_path: Path) -> None:
+    # Valid safetensors, LoRA metadata but no reference marker -> regular LoRA.
+    _write_safetensors(
+        tmp_path / "loras" / "style.safetensors",
+        metadata={"modelspec.architecture": "LTX2/lora"},
+    )
+    [entry] = scan_models_dir(tmp_path)
+    assert entry.is_lora is True
+    assert entry.is_ic_lora is False
+
+
+def test_unparsable_file_is_not_ic_lora(tmp_path: Path) -> None:
+    # Existing callers write raw bytes; the header read must not raise.
+    _touch(tmp_path / "loras" / "garbage.safetensors")
+    [entry] = scan_models_dir(tmp_path)
+    assert entry.is_lora is True
+    assert entry.is_ic_lora is False
+
+
+def test_catalog_ic_loras_dir_counts_without_metadata(tmp_path: Path) -> None:
+    # Community catalog downloads often omit the training metadata marker and the word
+    # "lora" in the filename (e.g. 3DREAL-light.safetensors under ic-loras/<id>/).
+    _touch(tmp_path / "ic-loras" / "3d-render-to-real" / "3DREAL-light.safetensors", size=8)
+    [entry] = scan_models_dir(tmp_path, lora_only=True)
+    assert entry.is_lora is True
+    assert entry.is_ic_lora is True
+    assert entry.name == "3DREAL-light.safetensors"
diff --git a/backend/tests/test_mps_prebuilt_ext.py b/backend/tests/test_mps_prebuilt_ext.py
new file mode 100644
index 000000000..e422f4f2a
--- /dev/null
+++ b/backend/tests/test_mps_prebuilt_ext.py
@@ -0,0 +1,56 @@
+"""Tests for the mps_prebuilt_ext path resolution and no-op guards.
+
+Deliberately does not exercise the "prebuilt .so found" patch-application branch:
+that mutates torch.utils.cpp_extension.load process-wide, and a fake .so file can't
+stand in for a real compiled extension. Platform is monkeypatched (not the real
+sys.platform) so these run deterministically on any CI OS.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import mps_prebuilt_ext
+
+
+def test_gib_converts_bytes_to_gibibytes() -> None:
+    assert mps_prebuilt_ext.gib(1024 ** 3) == 1.0
+
+
+def test_prebuilt_so_none_when_env_var_unset(monkeypatch) -> None:
+    monkeypatch.delenv("LTX_MPS_EXT_PREBUILT_DIR", raising=False)
+    assert mps_prebuilt_ext._prebuilt_so() is None
+
+
+def test_prebuilt_so_none_when_file_missing(tmp_path: Path, monkeypatch) -> None:
+    monkeypatch.setenv("LTX_MPS_EXT_PREBUILT_DIR", str(tmp_path))
+    assert mps_prebuilt_ext._prebuilt_so() is None
+
+
+def test_prebuilt_so_found_when_file_present(tmp_path: Path, monkeypatch) -> None:
+    so_path = tmp_path / "mps_sdpa_zc_ext.so"
+    so_path.write_bytes(b"not a real extension, just a placeholder")
+    monkeypatch.setenv("LTX_MPS_EXT_PREBUILT_DIR", str(tmp_path))
+    assert mps_prebuilt_ext._prebuilt_so() == so_path
+
+
+def test_setup_prebuilt_mps_extension_noop_off_darwin(monkeypatch) -> None:
+    monkeypatch.setattr(mps_prebuilt_ext.sys, "platform", "linux")
+    monkeypatch.setenv("LTX_MPS_EXT_PREBUILT_DIR", "/nonexistent")
+    mps_prebuilt_ext.setup_prebuilt_mps_extension()  # must not raise
+
+
+def test_setup_prebuilt_mps_extension_noop_on_darwin_without_prebuilt(monkeypatch) -> None:
+    monkeypatch.setattr(mps_prebuilt_ext.sys, "platform", "darwin")
+    monkeypatch.delenv("LTX_MPS_EXT_PREBUILT_DIR", raising=False)
+    mps_prebuilt_ext.setup_prebuilt_mps_extension()  # must not raise; no .so to load
+
+
+def test_mps_memory_sample_none_off_darwin(monkeypatch) -> None:
+    monkeypatch.setattr(mps_prebuilt_ext.sys, "platform", "linux")
+    assert mps_prebuilt_ext.mps_memory_sample() is None
+
+
+def test_reset_mps_sdpa_stats_noop_off_darwin(monkeypatch) -> None:
+    monkeypatch.setattr(mps_prebuilt_ext.sys, "platform", "linux")
+    mps_prebuilt_ext.reset_mps_sdpa_stats()  # must not raise
diff --git a/backend/tests/test_runtime_policy_decision.py b/backend/tests/test_runtime_policy_decision.py
index 2324bddf8..625ea40c6 100644
--- a/backend/tests/test_runtime_policy_decision.py
+++ b/backend/tests/test_runtime_policy_decision.py
@@ -10,9 +10,56 @@
 )
 
 
-def test_darwin_always_unsupported() -> None:
+def test_darwin_without_mps_unsupported() -> None:
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=False, ram_gb=64)
+        == "unsupported"
+    )
+
+
+def test_darwin_with_low_ram_unsupported() -> None:
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=14)
+        == "unsupported"
+    )
+
+
+def test_darwin_with_unknown_ram_unsupported() -> None:
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=None)
+        == "unsupported"
+    )
+
+
+def test_darwin_streams_below_full_resident_floor() -> None:
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=15)
+        == "streaming_models_loading"
+    )
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=48)
+        == "streaming_models_loading"
+    )
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=95)
+        == "streaming_models_loading"
+    )
+
+
+def test_darwin_full_resident_at_and_above_floor() -> None:
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=96)
+        == "full_models_loading"
+    )
+    assert (
+        decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None, mps_available=True, ram_gb=128)
+        == "full_models_loading"
+    )
+
+
+def test_darwin_defaults_to_unsupported_without_mps_kwargs() -> None:
+    """Backward-compat: existing call sites that don't pass mps_available/ram_gb stay unsupported."""
     assert decide_local_generation_mode(system="Darwin", cuda_available=True, vram_gb=64) == "unsupported"
-    assert decide_local_generation_mode(system="Darwin", cuda_available=False, vram_gb=None) == "unsupported"
 
 
 def test_windows_without_cuda_unsupported() -> None:
diff --git a/backend/tests/test_settings.py b/backend/tests/test_settings.py
index 44a310e07..1865bbe0a 100644
--- a/backend/tests/test_settings.py
+++ b/backend/tests/test_settings.py
@@ -173,6 +173,7 @@ def test_models_dir_persists_and_loads(self, client, test_state, default_app_set
             http=fake_services.http,
             gpu_cleaner=fake_services.gpu_cleaner,
             model_downloader=fake_services.model_downloader,
+            lora_catalog_provider=fake_services.lora_catalog_provider,
             gpu_info=fake_services.gpu_info,
             video_processor=fake_services.video_processor,
             text_encoder=fake_services.text_encoder,
@@ -199,6 +200,7 @@ def _new_state(self, test_state, default_app_settings):
             http=fake_services.http,
             gpu_cleaner=fake_services.gpu_cleaner,
             model_downloader=fake_services.model_downloader,
+            lora_catalog_provider=fake_services.lora_catalog_provider,
             gpu_info=fake_services.gpu_info,
             video_processor=fake_services.video_processor,
             text_encoder=fake_services.text_encoder,
diff --git a/backend/tests/test_video_resolution.py b/backend/tests/test_video_resolution.py
new file mode 100644
index 000000000..67a25eff6
--- /dev/null
+++ b/backend/tests/test_video_resolution.py
@@ -0,0 +1,38 @@
+"""Unit tests for the local source-prep math (resolution + frame-count correction)."""
+
+from __future__ import annotations
+
+import pytest
+
+from _routes._errors import HTTPError
+from handlers.video_resolution import correct_frame_count, correct_resolution
+
+
+def test_correct_resolution_snaps_height_down_to_div32():
+    # 1080p: width already ÷32, height 1080 -> 1056 (33*32); never upscales.
+    assert correct_resolution(1920, 1080, source_width=1920, source_height=1080) == (1920, 1056)
+
+
+def test_correct_resolution_lower_tier_snapped():
+    assert correct_resolution(1280, 720, source_width=1920, source_height=1080) == (1280, 704)
+
+
+def test_correct_resolution_never_upscales():
+    # Requesting above source is clamped to source, then snapped.
+    assert correct_resolution(4000, 4000, source_width=1920, source_height=1080) == (1920, 1056)
+
+
+def test_correct_resolution_portrait():
+    assert correct_resolution(1080, 1920, source_width=1080, source_height=1920) == (1056, 1920)
+
+
+def test_correct_frame_count_trims_down_to_8k_plus_1():
+    assert correct_frame_count(97) == 97
+    assert correct_frame_count(100) == 97
+    assert correct_frame_count(9) == 9
+    assert correct_frame_count(193) == 193
+
+
+def test_correct_frame_count_rejects_too_short():
+    with pytest.raises(HTTPError):
+        correct_frame_count(8)
diff --git a/backend/typings/mps_sdpa/__init__.pyi b/backend/typings/mps_sdpa/__init__.pyi
new file mode 100644
index 000000000..9d48db4f9
--- /dev/null
+++ b/backend/typings/mps_sdpa/__init__.pyi
@@ -0,0 +1 @@
+from __future__ import annotations
diff --git a/backend/typings/mps_sdpa/api.pyi b/backend/typings/mps_sdpa/api.pyi
new file mode 100644
index 000000000..b7e1672b8
--- /dev/null
+++ b/backend/typings/mps_sdpa/api.pyi
@@ -0,0 +1,8 @@
+from __future__ import annotations
+
+from typing import Any
+
+
+def get_call_stats() -> dict[str, int]: ...
+def reset_call_stats() -> None: ...
+def backend_status(backend: str = ..., device: str = ...) -> dict[str, Any]: ...
diff --git a/backend/uv.lock b/backend/uv.lock
index bb544e54a..850c08a80 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -2,8 +2,10 @@ version = 1
 revision = 3
 requires-python = ">=3.12"
 resolution-markers = [
-    "sys_platform == 'linux' or sys_platform == 'win32'",
-    "sys_platform != 'linux' and sys_platform != 'win32'",
+    "sys_platform == 'win32'",
+    "sys_platform == 'linux'",
+    "sys_platform == 'darwin'",
+    "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
 ]
 
 [[package]]
@@ -17,8 +19,9 @@ dependencies = [
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
 wheels = [
@@ -177,6 +180,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" },
 ]
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/27/fb/576f067976d320f5f0114a8d9fa1215425441bb35627b1993e5afd8111e5/cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414", size = 22330, upload-time = "2025-11-03T09:25:26.604Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a", size = 22228, upload-time = "2025-11-03T09:25:25.534Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -191,7 +203,7 @@ name = "cuda-bindings"
 version = "12.9.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cuda-pathfinder", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "cuda-pathfinder" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/0c/c2/65bfd79292b8ff18be4dd7f7442cea37bcbc1a228c1886f1dea515c45b67/cuda_bindings-12.9.4-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:694ba35023846625ef471257e6b5a4bc8af690f961d197d77d34b1d1db393f56", size = 11760260, upload-time = "2025-10-21T14:51:40.79Z" },
@@ -491,17 +503,20 @@ wheels = [
 
 [[package]]
 name = "ltx-core"
-version = "1.1.1"
-source = { git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-core&rev=a2c3f24078eb918171967f74b6f66b756b29ee45#a2c3f24078eb918171967f74b6f66b756b29ee45" }
+version = "1.1.7"
+source = { git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-core&rev=9377758131b1ffde4b7f766804590a6617bf2ab9#9377758131b1ffde4b7f766804590a6617bf2ab9" }
 dependencies = [
     { name = "accelerate" },
     { name = "einops" },
+    { name = "mps-sdpa", marker = "platform_machine == 'arm64' and sys_platform == 'darwin'" },
     { name = "numpy" },
     { name = "safetensors" },
     { name = "scipy" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
-    { name = "torchaudio" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'" },
+    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torchaudio", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "transformers" },
 ]
 
@@ -518,17 +533,21 @@ dependencies = [
     { name = "imageio-ffmpeg" },
     { name = "ltx-core" },
     { name = "ltx-pipelines" },
+    { name = "ninja", marker = "sys_platform == 'darwin'" },
     { name = "opencv-python-headless" },
     { name = "peft" },
     { name = "pillow" },
     { name = "protobuf" },
+    { name = "psutil" },
     { name = "pydantic" },
     { name = "pynvml", marker = "sys_platform != 'darwin'" },
     { name = "python-multipart" },
-    { name = "sageattention", marker = "sys_platform != 'darwin'" },
+    { name = "sageattention", version = "1.0.6", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'darwin' and sys_platform != 'win32'" },
+    { name = "sageattention", version = "2.2.0+cu128torch2.10.0andhigher.post5", source = { url = "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post5/sageattention-2.2.0+cu128torch2.10.0andhigher.post5-cp310-abi3-win_amd64.whl" }, marker = "sys_platform == 'win32'" },
     { name = "sentencepiece" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "tqdm" },
     { name = "transformers" },
     { name = "triton", marker = "sys_platform == 'linux'" },
@@ -557,21 +576,25 @@ requires-dist = [
     { name = "huggingface-hub", specifier = ">=0.23.0" },
     { name = "imageio", specifier = ">=2.37.2" },
     { name = "imageio-ffmpeg", specifier = ">=0.6.0" },
-    { name = "ltx-core", git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-core&rev=a2c3f24078eb918171967f74b6f66b756b29ee45" },
-    { name = "ltx-pipelines", git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-pipelines&rev=a2c3f24078eb918171967f74b6f66b756b29ee45" },
+    { name = "ltx-core", git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-core&rev=9377758131b1ffde4b7f766804590a6617bf2ab9" },
+    { name = "ltx-pipelines", git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-pipelines&rev=9377758131b1ffde4b7f766804590a6617bf2ab9" },
+    { name = "ninja", marker = "sys_platform == 'darwin'", specifier = ">=1.11" },
     { name = "opencv-python-headless", specifier = ">=4.8.0" },
     { name = "peft", specifier = ">=0.13.2" },
     { name = "pillow", specifier = ">=10.3.0" },
     { name = "protobuf", specifier = ">=3.20.0" },
+    { name = "psutil", specifier = ">=5.9.0" },
     { name = "pydantic", specifier = ">=2.7.0" },
     { name = "pynvml", marker = "sys_platform != 'darwin'", specifier = ">=11.5.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = ">=1.1.380" },
     { name = "pytest", marker = "extra == 'test'", specifier = ">=8.0" },
     { name = "python-multipart", specifier = ">=0.0.9" },
     { name = "requests", marker = "extra == 'test'", specifier = ">=2.31" },
-    { name = "sageattention", marker = "sys_platform != 'darwin'", specifier = ">=1.0.0" },
+    { name = "sageattention", marker = "sys_platform != 'darwin' and sys_platform != 'win32'", specifier = ">=1.0.0" },
+    { name = "sageattention", marker = "sys_platform == 'win32'", url = "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post5/sageattention-2.2.0+cu128torch2.10.0andhigher.post5-cp310-abi3-win_amd64.whl" },
     { name = "sentencepiece", specifier = ">=0.1.99" },
-    { name = "torch", marker = "sys_platform != 'linux' and sys_platform != 'win32'", specifier = ">=2.3.0" },
+    { name = "torch", marker = "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'", specifier = ">=2.3.0" },
+    { name = "torch", marker = "sys_platform == 'darwin'", specifier = ">=2.3.0,<2.12" },
     { name = "torch", marker = "sys_platform == 'linux' or sys_platform == 'win32'", specifier = ">=2.3.0", index = "https://download.pytorch.org/whl/cu128" },
     { name = "tqdm", specifier = ">=4.66.0" },
     { name = "transformers", specifier = ">=4.52,<5" },
@@ -583,11 +606,13 @@ provides-extras = ["test", "dev"]
 
 [[package]]
 name = "ltx-pipelines"
-version = "1.1.1"
-source = { git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-pipelines&rev=a2c3f24078eb918171967f74b6f66b756b29ee45#a2c3f24078eb918171967f74b6f66b756b29ee45" }
+version = "1.1.7"
+source = { git = "https://github.com/Lightricks/LTX-2.git?subdirectory=packages%2Fltx-pipelines&rev=9377758131b1ffde4b7f766804590a6617bf2ab9#9377758131b1ffde4b7f766804590a6617bf2ab9" }
 dependencies = [
     { name = "av" },
+    { name = "cloudpickle" },
     { name = "ltx-core" },
+    { name = "openimageio" },
     { name = "pillow" },
     { name = "tqdm" },
 ]
@@ -664,6 +689,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198, upload-time = "2023-03-07T16:47:09.197Z" },
 ]
 
+[[package]]
+name = "mps-sdpa"
+version = "0.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "ninja" },
+    { name = "numpy" },
+    { name = "psutil" },
+    { name = "pyobjc-core" },
+    { name = "pyobjc-framework-metal" },
+    { name = "pyobjc-framework-metalperformanceshadersgraph" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://pypi.org/simple" } },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f0/c2/cf52e4364c4a5f9db84238a34974a9498e5922720349ec6f6a3700cd492c/mps_sdpa-0.2.0.tar.gz", hash = "sha256:1d6b6024801657bbdc4a6420ec7a0b52191ab0b88d847143a3ea1728ba3f93b5", size = 81037, upload-time = "2026-04-30T16:12:53.581Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b1/eb/629b9846b972471c4edacb244e1f59d72862fa57b7bc92a8c7fc5dabd9b0/mps_sdpa-0.2.0-py3-none-any.whl", hash = "sha256:2fa980c7028968164a6ae15e4ed380447c76411f4a258184f23d80cf5272f3fd", size = 58151, upload-time = "2026-04-30T16:12:52.089Z" },
+]
+
 [[package]]
 name = "networkx"
 version = "3.6.1"
@@ -673,6 +716,15 @@ wheels = [
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-    { url = "https://files.pythonhosted.org/packages/c1/9b/cd02f8add38bd98761548b0821a5e54c564117a9bbeafaf95f665ab0fd72/torchaudio-2.10.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:13bdc1bde0c88e999699d1503304a56fc9dea6401b76bc08a5f268368129d46c", size = 742453, upload-time = "2026-01-21T16:28:20.989Z" },
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 ]
 
+[[package]]
+name = "torchaudio"
+version = "2.11.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "sys_platform == 'darwin'",
+    "sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f1/b1/77658817acacd01a72b714440c62f419efc4d90170e704e8e7a2c0918988/torchaudio-2.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a1cf1acc883bee9cb906a933572fed6a8a933f86ef34e9ea7d803f72317e8c1b", size = 684226, upload-time = "2026-03-23T18:13:40.023Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/9e/f76fcd9877c8c78f258ee34e0fb8291fdb91e6218d582d9ca66b1e4bd4ae/torchaudio-2.11.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:e3f9696a9ef1d49acc452159b052370c636406d072e9d8f10895fda87b591ea9", size = 679904, upload-time = "2026-03-23T18:13:28.329Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/ce/52c652d30af7d6e96c8f1735d26131e94708e3f38d852b8fa97958804dd8/torchaudio-2.11.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:bda09ea630ae7207384fb0f28c35e4f8c0d82dd6eba020b6b335ad0caa9fed49", size = 680814, upload-time = "2026-03-23T18:13:17.08Z" },
+    { url = "https://files.pythonhosted.org/packages/39/fe/ffa618b4f0d9732d7df7a2fa2bd48657d896599bc224e5af3c70d46c546b/torchaudio-2.11.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:cc09cd1f6015b8549e7fe255fb1be5346b57e7fee06541d3f3dbb012d8c4715f", size = 679901, upload-time = "2026-03-23T18:13:25.472Z" },
+    { url = "https://files.pythonhosted.org/packages/60/84/1c792b0b700eac9a96772cfd9f96c097b17bca3234a2fde3c64b8063660d/torchaudio-2.11.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:da2725e250866da42a12934c9a6552f65a18b7187fd7a6221387f0e605fb3b96", size = 679926, upload-time = "2026-03-23T18:13:24.452Z" },
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.3"
diff --git a/docs/mps-attention-memory-leak.md b/docs/mps-attention-memory-leak.md
new file mode 100644
index 000000000..1a55b7976
--- /dev/null
+++ b/docs/mps-attention-memory-leak.md
@@ -0,0 +1,150 @@
+# MPS attention memory leak — why bf16 generation OOMs on Apple Silicon, and the fix
+
+## TL;DR
+
+On Apple Silicon (MPS), local video generation grew GPU/driver memory unbounded
+and OOM'd partway through — a 5 s / 121-frame job never completed on a 48 GB
+M4 Pro. Root cause: **`mps-sdpa`'s fast zero-copy attention backend
+(`mpsgraph_zc`) silently fails to build, so it falls back to the pure-pyobjc
+`mpsgraph` backend, which leaks Metal memory on every attention call.** The
+zero-copy backend doesn't leak — it just wasn't building because the `ninja`
+binary wasn't on the backend's PATH. With `mpsgraph_zc` active, a full 5 s
+generation runs with **flat ~5 GB** memory.
+
+It is **not** related to fp8, the streaming/offload config, or anything in the
+desktop wiring — all of those were ruled out with instrumentation.
+
+## Symptom
+
+- `runtime_policy` correctly selects `streaming_models_loading` on Darwin.
+- Generation reaches the denoise loop, then `driver_allocated_memory` climbs
+  ~2 GB / 15 s while live tensors (`current_allocated_memory`) stay flat at
+  ~2.7 GB. `torch.mps.empty_cache()` reclaims ~nothing.
+- Memory crosses 48 GB → macOS swaps → the process stalls → the Electron
+  liveness probe gets no `/health` response for its window → backend killed and
+  restarted. Looks like a "crash at stage 2"; it's actually an OOM stall.
+
+## Investigation (what was ruled out)
+
+| Hypothesis | Verdict |
+|---|---|
+| fp8 path leaks | ❌ bf16 leaks identically; fp8 isn't even used on MPS |
+| streaming/offload mis-wired | ❌ `offload_mode_for_prefetch_count` correctly picks `OffloadMode.DISK` for MPS |
+| `pinned_pool_fix` patch | ❌ dead no-op on this ltx-core rev (imports the old `layer_streaming`) |
+| per-call autorelease-pool accumulation | ❌ wrapping each call in `objc.autorelease_pool()` did not flatten the curve |
+| torch-native SDPA instead of mps-sdpa | ❌ hits the score-matrix memory wall at video sequence lengths |
+
+Key signal: the leak is **sequence-length dependent**. At 49 frames (2 s), a
+480×256 stage-1 held **flat** at ~5 GB and the full generation completed
+(stage-2 upscale peaked ~29 GB). At 121 frames (5 s), stage-1 climbed unbounded.
+So the pre-fix envelope on a 48 GB Mac was ~2 s.
+
+## Root cause
+
+`mps-sdpa` picks a backend in this order: `mpsgraph_zc` (zero-copy C++/Obj-C++
+extension) → `mpsgraph` (pyobjc) → `metal_op` (unimplemented stub) → `stock`
+(torch SDPA). On the affected machine the available list was
+`['metal_proto', 'mpsgraph', 'stock']` — **`mpsgraph_zc` was missing**. Its
+recorded reason:
+
+```
+extension build failed: RuntimeError: Ninja is required to load C++ extensions (pip install ninja to get it)
+```
+
+`mpsgraph_zc` JIT-compiles its `.mm` via `torch.utils.cpp_extension.load()` on
+first import, which needs the `ninja` binary. The `ninja` **Python package** was
+present but its **binary wasn't on PATH** (launching `.venv/bin/python` directly
+doesn't add the venv `bin/` to PATH). So `mpsgraph_zc` failed to build and
+`mps-sdpa` fell back to the pyobjc `mpsgraph` backend.
+
+The pyobjc backend (`backends/mpsgraph.py`) copies each Q/K/V/mask/out tensor
+into a **freshly allocated `MTLBuffer` per attention call** (via CPU memcpy;
+`_copy_tensor_to_tensor_data`). Those shared-storage Metal allocations accumulate
+as `driver_allocated_memory` that torch's allocator can't reclaim — the observed
+leak. (It's below the Python layer; per-call autorelease draining didn't help,
+pointing at MPSGraph/Metal-internal retention triggered at longer sequences.)
+
+## Fix
+
+Get the **zero-copy `mpsgraph_zc`** backend to load — it manages buffers in C++
+and doesn't do the per-call CPU-memcpy + fresh-`MTLBuffer` dance, so it doesn't
+leak. Requirements:
+
+1. `ninja` installed **and its binary on PATH** for the backend process.
+2. A C++/Metal toolchain to compile it — **only at build time** (see production).
+
+With `mpsgraph_zc` active, a 5 s / 121-frame generation holds **flat ~5 GB**.
+
+### Changes landed in this repo (dev + build)
+
+- `backend/pyproject.toml`: `ninja>=1.11; sys_platform == 'darwin'` as a dependency.
+- `electron/python-backend.ts`: prepend the interpreter's `bin/` to the backend
+  process PATH so torch can find `ninja`; pass `LTX_MPS_EXT_PREBUILT_DIR`.
+- `backend/mps_prebuilt_ext.py`: on macOS, set `TORCH_EXTENSIONS_DIR` to a
+  writable app-data dir and stage a bundled prebuilt cache into it (imported at
+  backend startup, before `mps-sdpa`).
+- `scripts/prebuild-mps-sdpa-ext.sh`: AOT-compile the extension against the
+  shipped interpreter for bundling.
+
+## Production shipping — the important caveat
+
+`mps-sdpa` (upstream `crlandsc/mps-sdpa`) distributes **source-only** and
+**JIT-compiles at runtime**, requiring **Xcode Command Line Tools** on the
+machine. End users don't have those → on a user Mac the build fails → silent
+fallback to the leaking backend → same OOM. **Bundling `ninja` alone is not
+enough** (it's only the build orchestrator; the compile still needs clang + the
+Metal SDK).
+
+Proven approach (measured): a **prebuilt warm cache loads in ~1.7 s with only the
+`ninja` binary present — clang is never invoked** (ninja sees the outputs
+up-to-date and no-ops). So:
+
+1. **Build time** (Mac CI `macos-latest`, has Xcode): `prepare-python.sh` Step 6.5
+   runs `scripts/prebuild-mps-sdpa-ext.sh` → the cache is written **inside**
+   `python-embed/mps-ext-prebuilt/mps_sdpa_zc_ext/`. It lives inside `python-embed`
+   on purpose: CI caches `python-embed` (key includes `uv.lock` + `prepare-python.sh`)
+   and skips the prepare step on a cache hit, so a cache that isn't part of
+   `python-embed` would silently go missing on later builds.
+2. **Bundle**: it ships with `python-embed` → `resources/python/mps-ext-prebuilt`;
+   `ninja` ships inside `python-embed` too. `electron-builder.yml` `signIgnore`s the
+   relocatable `.o` (codesign rejects it; it's never loaded — only the `.so` is).
+3. **Runtime**: `mps_prebuilt_ext.py` copies it into the writable
+   `TORCH_EXTENSIONS_DIR` on first run; torch loads it without a compiler.
+
+Three things must be present in the shipped `python-embed` for this to work — all
+now handled: (a) the **`ninja` binary** (dep + PATH); (b) **`setuptools`** —
+`torch.utils.cpp_extension` imports it at module top, even to *load* a cached
+extension, so `prepare-python.sh` no longer strips it on macOS; (c) the
+**version-matched prebuilt cache** (rebuild whenever bundled torch/python changes).
+
+Must-verify on the test release (**a clean, notarized install on a Mac with no
+Xcode CLT**):
+- `mpsgraph_zc` is in the available backends and clang is never invoked (ninja's
+  up-to-date check is mtime-based; prebuilt outputs must stay newer than the
+  bundled `.mm` — `mps_prebuilt_ext.py` touches them on stage to guarantee this).
+- The staged `.so` loads under **hardened runtime**. It's signed with the app's
+  team ID, so library validation should permit `dlopen` even from the
+  user-writable `TORCH_EXTENSIONS_DIR` (validation keys on signature, not path).
+  If it's blocked, add `com.apple.security.cs.disable-library-validation` to
+  `resources/entitlements.mac.plist` (currently only `allow-jit`).
+- Memory holds flat at ~5 GB for a 5 s generation (i.e. it didn't fall back).
+
+Because option B has three moving parts in `python-embed` (ninja binary,
+setuptools, version-matched cache) plus the signing nuance, the upstream
+prebuilt-wheel (below) is the materially cleaner long-term fix.
+
+### Recommended upstream ask (`crlandsc/mps-sdpa`)
+
+Ship `mpsgraph_zc` as a **pre-compiled binary wheel** (a normal importable
+extension, not torch JIT `load()`). Then no `ninja`, no clang, no Metal SDK at
+runtime — the cleanest fix for every downstream consumer.
+
+## Status / next steps
+
+- [x] Root cause identified and fix validated in dev (flat memory at 5 s).
+- [x] Dev/build enablement landed (ninja dep, PATH, runtime staging, prebuild script).
+- [x] Prebuild wired into packaging (`prepare-python.sh` Step 6.5 → inside `python-embed`; `electron-builder.yml` signIgnore for the `.o`; keep setuptools on macOS).
+- [x] `uv.lock` regenerated so `ninja` is locked.
+- [ ] Test-release and verify on a clean, Xcode-less Mac (see "Must-verify" above).
+- [ ] File the upstream request for prebuilt `mps-sdpa` wheels.
+- [ ] (CI repo `Lightricks/ltx-desktop-ci`, optional) add `scripts/prebuild-mps-sdpa-ext.sh` to the `python-embed` cache-key `hashFiles` so edits to it also bust the cache. Not required now — the `uv.lock` + `prepare-python.sh` changes already bust it for this release.
diff --git a/electron-builder.yml b/electron-builder.yml
index c4752315c..5c27292fa 100644
--- a/electron-builder.yml
+++ b/electron-builder.yml
@@ -23,6 +23,7 @@ extraResources:
     filter:
       - "**/*.py"
       - pyproject.toml
+      - runtime_config/lora_catalog.json
       - "!**/__pycache__/**"
       - "!**/*.pyc"
       - "!.venv/**"
@@ -68,7 +69,13 @@ mac:
     # binaries, hitting the macOS 10240 open-files-per-process limit.
     - "/python/.*\\.(py|pyc|pyi|pxd|pyx|h|hpp|cpp|c|cuh|cu|tcl|txt|json|yaml|yml|toml|cfg|md|rst|html|css|enc|msg|cmake|gif|png|jpg|svg|xml|jinja|typed|al)$"
     - "/python/.*\\.dist-info/"
+    # The prebuilt mpsgraph_zc cache's relocatable object is Mach-O but never loaded
+    # (only its .so is dlopen'd); skip signing it — codesign rejects relocatable .o.
+    - "/python/mps-ext-prebuilt/.*\\.o$"
   extraResources:
+    # python-embed includes the prebuilt mps-sdpa mpsgraph_zc extension under
+    # mps-ext-prebuilt/ (prepare-python.sh Step 6.5), so it's bundled to
+    # resources/python/mps-ext-prebuilt — where LTX_MPS_EXT_PREBUILT_DIR points.
     - from: python-embed
       to: python
       filter:
diff --git a/electron/csp.ts b/electron/csp.ts
index 9d78dd9f3..9d83969e6 100644
--- a/electron/csp.ts
+++ b/electron/csp.ts
@@ -3,6 +3,9 @@ import { isDev } from './config'
 
 // Enforce Content Security Policy via response headers (tamper-proof from renderer)
 export function setupCSP(): void {
+  // img-src/media-src allow https://videos.ltx.io and https://storage.googleapis.com because
+  // the LoRA library plays remote demo clips and thumbnails (catalog entries'
+  // media.demo_video / media.thumbnail) hosted on those CDNs.
   session.defaultSession.webRequest.onHeadersReceived((details, callback) => {
     const csp = isDev
       ? [
@@ -11,8 +14,8 @@ export function setupCSP(): void {
           "style-src 'self' 'unsafe-inline' https://fonts.googleapis.com",
           "font-src 'self' https://fonts.gstatic.com",
           "connect-src 'self' http://localhost:* http://127.0.0.1:* ws://localhost:* ws://127.0.0.1:*",
-          "img-src 'self' data: blob: file:",
-          "media-src 'self' blob: file:",
+          "img-src 'self' data: blob: file: https://storage.googleapis.com",
+          "media-src 'self' blob: file: https://videos.ltx.io https://storage.googleapis.com",
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
@@ -24,8 +27,8 @@ export function setupCSP(): void {
           "style-src 'self' https://fonts.googleapis.com",
           "font-src 'self' https://fonts.gstatic.com",
           "connect-src 'self' http://localhost:* http://127.0.0.1:* ws://localhost:* ws://127.0.0.1:*",
-          "img-src 'self' data: blob: file:",
-          "media-src 'self' blob: file:",
+          "img-src 'self' data: blob: file: https://storage.googleapis.com",
+          "media-src 'self' blob: file: https://videos.ltx.io https://storage.googleapis.com",
           "object-src 'none'",
           "base-uri 'self'",
           "form-action 'self'",
diff --git a/electron/ipc/app-handlers.ts b/electron/ipc/app-handlers.ts
index a512b77f7..c016d9c3b 100644
--- a/electron/ipc/app-handlers.ts
+++ b/electron/ipc/app-handlers.ts
@@ -1,4 +1,4 @@
-import { app, dialog } from 'electron'
+import { app, dialog, shell } from 'electron'
 import path from 'path'
 import fs from 'fs'
 import { checkGPU } from '../gpu'
@@ -190,4 +190,33 @@ export function registerAppHandlers(): void {
     return { success: true, path: newDir }
   })
 
+  handle('openModelsFolder', async () => {
+    // Resolve the models dir from the backend rather than trusting a renderer-supplied
+    // path, so a compromised renderer can't open an arbitrary location.
+    const url = getBackendUrl()
+    const auth = getAuthToken()
+    if (!url || !auth) return { success: false, error: 'Backend not ready' }
+
+    const controller = new AbortController()
+    const timeout = setTimeout(() => controller.abort(), 5000)
+    let resp: Response
+    try {
+      resp = await fetch(`${url}/api/settings`, {
+        headers: { 'Authorization': `Bearer ${auth}` },
+        signal: controller.signal,
+      })
+    } catch (err) {
+      return { success: false, error: err instanceof Error ? err.message : String(err) }
+    } finally {
+      clearTimeout(timeout)
+    }
+    if (!resp.ok) return { success: false, error: await resp.text() }
+    const settings = (await resp.json()) as { modelsDir?: string }
+    if (!settings.modelsDir) return { success: false, error: 'No models directory configured' }
+
+    const error = await shell.openPath(settings.modelsDir)
+    if (error) return { success: false, error }
+    return { success: true }
+  })
+
 }
diff --git a/electron/ipc/file-handlers.ts b/electron/ipc/file-handlers.ts
index 6d82f1541..45d46b76e 100644
--- a/electron/ipc/file-handlers.ts
+++ b/electron/ipc/file-handlers.ts
@@ -177,6 +177,20 @@ export function registerFileHandlers(): void {
     return true
   })
 
+  handle('openExternalUrl', async ({ url }) => {
+    const { shell } = await import('electron')
+    // Only https — never let the renderer open file://, custom-scheme, or other handlers.
+    let parsed: URL
+    try {
+      parsed = new URL(url)
+    } catch {
+      throw new Error('Only https URLs may be opened')
+    }
+    if (parsed.protocol !== 'https:') throw new Error('Only https URLs may be opened')
+    await shell.openExternal(url)
+    return true
+  })
+
   const HF_AUTHORIZE_URL = 'https://huggingface.co/oauth/authorize'
 
   handle('openHuggingFaceAuth', async (params) => {
diff --git a/electron/ipc/log-handlers.ts b/electron/ipc/log-handlers.ts
index d715159f2..ad361fe46 100644
--- a/electron/ipc/log-handlers.ts
+++ b/electron/ipc/log-handlers.ts
@@ -12,13 +12,15 @@ export function registerLogHandlers(): void {
     writeLog(upperLevel as 'INFO' | 'WARNING' | 'ERROR' | 'DEBUG', 'Renderer', String(message))
   })
 
-  handle('getLogs', () => {
+  handle('getLogs', ({ query }) => {
     try {
       const logPath = getCurrentLogFilename()
       if (fs.existsSync(logPath)) {
         const content = fs.readFileSync(logPath, 'utf-8')
-        const allLines = content.split('\n')
-        const lines = allLines.slice(-200).map(l => l.trimEnd())
+        const allLines = content.split('\n').map(l => l.trimEnd())
+        // A search needs the whole session to find matches, not just the
+        // recent tail we show by default -- skip the truncation while searching.
+        const lines = query ? allLines : allLines.slice(-200)
         return { logPath, lines }
       }
       return { logPath, lines: [] }
diff --git a/electron/path-validation.ts b/electron/path-validation.ts
index 7ad5da5bb..4626a4aee 100644
--- a/electron/path-validation.ts
+++ b/electron/path-validation.ts
@@ -1,4 +1,5 @@
 import path from 'path'
+import { fileURLToPath } from 'url'
 
 const isWindows = process.platform === 'win32'
 
@@ -6,13 +7,6 @@ function normalize(p: string): string {
   return isWindows ? path.resolve(p).toLowerCase() : path.resolve(p)
 }
 
-function stripFileUrl(fileUrl: string): string {
-  let raw = fileUrl
-  if (raw.startsWith('file:///')) raw = raw.slice(8)
-  else if (raw.startsWith('file://')) raw = raw.slice(7)
-  return decodeURIComponent(raw).replace(/\//g, path.sep)
-}
-
 const approvedPaths = new Set<string>()
 
 export function approvePath(filePath: string): void {
@@ -20,7 +14,9 @@ export function approvePath(filePath: string): void {
 }
 
 export function validatePath(inputPath: string, allowedRoots: string[]): string {
-  const cleaned = inputPath.startsWith('file://') ? stripFileUrl(inputPath) : inputPath
+  // fileURLToPath correctly handles the leading slash (POSIX file:///Users/... →
+  // /Users/...), Windows drive letters (file:///C:/... → C:\...) and %-decoding.
+  const cleaned = inputPath.startsWith('file://') ? fileURLToPath(inputPath) : inputPath
   const resolved = path.resolve(cleaned)
   const norm = normalize(resolved)
 
diff --git a/electron/preload.ts b/electron/preload.ts
index bacdbb134..a1240cc9d 100644
--- a/electron/preload.ts
+++ b/electron/preload.ts
@@ -1,5 +1,4 @@
 import { electronAPISchemas, type BackendHealthStatus } from '../shared/electron-api-schema'
-import { HF_GATING_ENABLED } from '../shared/feature-flags'
 
 const { contextBridge, ipcRenderer, webUtils } = require('electron')
 
@@ -29,8 +28,6 @@ api.getPathForFile = (file: File) => webUtils.getPathForFile(file)
 
 api.platform = process.platform
 
-api.hfGatingEnabled = HF_GATING_ENABLED
-
 contextBridge.exposeInMainWorld('electronAPI', api)
 
 export {}
diff --git a/electron/python-backend.ts b/electron/python-backend.ts
index 235278b29..1cd8fbbdb 100644
--- a/electron/python-backend.ts
+++ b/electron/python-backend.ts
@@ -4,7 +4,6 @@ import fs from 'fs'
 import path from 'path'
 import { getAppDataDir } from './app-paths'
 import { getCurrentDir, isDev } from './config'
-import { HF_GATING_ENABLED } from '../shared/feature-flags'
 import { logger, writeLog } from './logger'
 import { getCurrentLogFilename } from './logging-management'
 import { getPythonDir } from './python-setup'
@@ -23,7 +22,7 @@ let takeoverInFlight: Promise<void> | null = null
 const STARTUP_PROBE_TIMEOUT_MS = 30_000
 const STARTUP_PROBE_INTERVAL_MS = 500
 const LIVENESS_POLL_INTERVAL_MS = 10_000
-const LIVENESS_FAILURE_THRESHOLD = 3
+const LIVENESS_FAILURE_THRESHOLD = 5
 let livenessMonitorTimer: NodeJS.Timeout | null = null
 let livenessFailureCount = 0
 
@@ -291,6 +290,14 @@ export async function startPythonBackend(): Promise<void> {
         ...process.env,
         PYTHONUNBUFFERED: '1',
         PYTHONNOUSERSITE: '1',
+        // Put the interpreter's bin/ on PATH so torch's C++ extension loader can find
+        // `ninja` — required to load mps-sdpa's zero-copy `mpsgraph_zc` attention
+        // backend on Apple Silicon (even a prebuilt cache needs ninja to load; without
+        // it, mps-sdpa falls back to a Metal-memory-leaking backend). macOS-only so it
+        // can't shadow PATH entries for backend subprocesses on Windows/Linux.
+        ...(process.platform === 'darwin' ? {
+          PATH: `${path.dirname(pythonPath)}${path.delimiter}${process.env.PATH ?? ''}`,
+        } : {}),
         // Only pass LTX_PORT when the developer explicitly set it
         ...(process.env.LTX_PORT ? { LTX_PORT: process.env.LTX_PORT } : {}),
         LTX_AUTH_TOKEN: authToken,
@@ -298,7 +305,11 @@ export async function startPythonBackend(): Promise<void> {
         LTX_LOG_FILE: getCurrentLogFilename(),
         LTX_APP_DATA_DIR: getAppDataDir(),
         LTX_DEV_MODE: isDev ? '1' : '0',
-        LTX_HF_GATING_ENABLED: HF_GATING_ENABLED ? '1' : '0',
+        // Bundled prebuilt mps-sdpa zero-copy extension cache (macOS). Lives inside
+        // python-embed (→ resources/python) so it rides the CI python-embed cache. The
+        // backend direct-imports the .so from here (mps_prebuilt_ext.py), no copy step;
+        // ignored if absent (dev, where torch JIT-builds it instead).
+        LTX_MPS_EXT_PREBUILT_DIR: path.join(getPythonDir(), 'mps-ext-prebuilt', 'mps_sdpa_zc_ext'),
         PYTORCH_ENABLE_MPS_FALLBACK: '1',
         // Set PYTHONHOME for bundled Python on macOS so it finds its stdlib
         ...(!isDev && process.platform !== 'win32' ? {
@@ -361,13 +372,6 @@ export async function startPythonBackend(): Promise<void> {
         backendUrl = readyMatch[1]
         probeGateStarted = true
         void gateAliveOnProbe()
-      } else if (output.includes('Uvicorn running')) {
-        // Fallback for legacy/dev uvicorn output — no parseable URL, so we
-        // can't HTTP-probe. Publish alive on the log signal alone.
-        started = true
-        backendOwnership = 'managed'
-        publishBackendHealthStatus({ status: 'alive' })
-        settleResolve()
       }
     }
 
diff --git a/electron/python-setup.ts b/electron/python-setup.ts
index 19f590925..5bfc65efd 100644
--- a/electron/python-setup.ts
+++ b/electron/python-setup.ts
@@ -136,25 +136,7 @@ export async function preDownloadPythonForUpdate(
     || `https://github.com/Lightricks/ltx-desktop/releases/download/v${newVersion}`
 
   // Fetch the new version's deps hash
-  let newHash: string | null = null
-  if (isLocalPath(baseUrl)) {
-    // Local testing: read hash from the directory or the archive's extracted deps-hash.txt
-    const hashFile = baseUrl.endsWith('.tar.gz')
-      ? null // Can't read hash from a single tar.gz without extracting
-      : path.join(baseUrl, 'deps-hash.txt')
-    newHash = hashFile ? readHash(hashFile) : null
-  } else {
-    const hashUrl = `${baseUrl}/python-deps-hash.txt`
-    const hashDest = path.join(app.getPath('userData'), 'python-next-hash-check.txt')
-    try {
-      await downloadFileRaw(hashUrl, hashDest)
-      newHash = readHash(hashDest)
-    } catch (err) {
-      logger.warn( `[python-setup] Could not fetch new version deps hash: ${err}`)
-    } finally {
-      try { fs.unlinkSync(hashDest) } catch { /* ignore */ }
-    }
-  }
+  const newHash = await fetchRemoteDepsHash(baseUrl, 'python-next-hash-check.txt')
 
   if (!newHash) {
     logger.info( '[python-setup] No deps hash available for new version, skipping pre-download')
@@ -274,6 +256,28 @@ function isLocalPath(source: string): boolean {
   return !source.startsWith('http://') && !source.startsWith('https://')
 }
 
+/**
+ * Fetch the deps-hash for a python-embed source (local dir/archive or remote base URL),
+ * without downloading the full archive. Returns null if unavailable.
+ */
+async function fetchRemoteDepsHash(base: string, tempFileName: string): Promise<string | null> {
+  if (isLocalPath(base)) {
+    if (base.endsWith('.tar.gz')) return null // can't inspect a single tar.gz without extracting
+    return readHash(path.join(base, 'deps-hash.txt'))
+  }
+  const hashUrl = `${base}/python-deps-hash.txt`
+  const hashDest = path.join(app.getPath('userData'), tempFileName)
+  try {
+    await downloadFileRaw(hashUrl, hashDest)
+    return readHash(hashDest)
+  } catch (err) {
+    logger.warn( `[python-setup] Could not fetch deps hash from ${hashUrl}: ${err}`)
+    return null
+  } finally {
+    try { fs.unlinkSync(hashDest) } catch { /* ignore */ }
+  }
+}
+
 /**
  * Acquire the python-embed archive from a source (local, GitHub, or CDN).
  * Returns once the archive is written to archivePath.
@@ -342,12 +346,42 @@ export async function downloadPythonEmbed(
     const base = getArchiveBase()
     logger.info( `[python-setup] Archive base: ${base}`)
 
+    // Verify the source's deps hash matches what this build expects before downloading
+    // the (multi-GB) archive. A version-tagged release can be stale relative to the
+    // currently bundled backend code (e.g. deps changed without a version bump), so a
+    // successful download from `base` is not by itself proof the content is correct.
+    const expectedHash = readHash(getBundledHashPath())
+    let source = base
+    if (expectedHash) {
+      const remoteHash = await fetchRemoteDepsHash(base, `${getPythonArchivePrefix()}-hash-check.txt`)
+      if (remoteHash === null && isLocalPath(base)) {
+        // A local archive (dev/testing) has no sidecar hash to fetch, so the check is
+        // unverifiable rather than mismatched — skip it instead of hard-failing, which
+        // otherwise makes a valid local python-embed.tar.gz unusable whenever a bundled
+        // hash is present.
+        logger.warn(`[python-setup] Local archive at ${base}: no remote deps hash to verify, skipping check`)
+      } else if (remoteHash !== expectedHash) {
+        const fallbackUrl = getFallbackArchiveUrl()
+        if (!fallbackUrl || isLocalPath(base)) {
+          throw new Error(
+            `Python deps hash mismatch at ${base} (expected ${expectedHash}, got ${remoteHash ?? 'unknown'}) and no CDN fallback available`
+          )
+        }
+        logger.warn(
+          `[python-setup] Archive at ${base} has deps hash ${remoteHash ?? 'unknown'}, expected ${expectedHash} — using hash-addressed CDN instead`
+        )
+        source = fallbackUrl
+      }
+    } else {
+      logger.warn( '[python-setup] No bundled deps hash found, skipping archive verification')
+    }
+
     try {
-      await acquireArchive(base, archivePath, cleanupFiles, onProgress)
+      await acquireArchive(source, archivePath, cleanupFiles, onProgress)
     } catch (primaryErr) {
       // Primary source failed — try CDN fallback
       const fallbackUrl = getFallbackArchiveUrl()
-      if (!fallbackUrl || isLocalPath(base)) {
+      if (!fallbackUrl || isLocalPath(source) || source === fallbackUrl) {
         throw primaryErr
       }
 
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 23e4de263..6c946600b 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -5,13 +5,16 @@ import { ProjectProvider } from './contexts/ProjectContext'
 import { ViewProvider, useView } from './contexts/ViewContext'
 import { KeyboardShortcutsProvider } from './contexts/KeyboardShortcutsContext'
 import { AppSettingsProvider, useAppSettings } from './contexts/AppSettingsContext'
+import { DevFlagsProvider } from './contexts/DevFlagsContext'
 import { KeyboardShortcutsModal } from './components/KeyboardShortcutsModal'
+import { DevPanel } from './components/DevPanel'
 import { useBackend } from './hooks/use-backend'
 import { logger } from './lib/logger'
 import { Home } from './views/Home'
 import { Project } from './views/Project'
 import { LaunchGate } from './components/FirstRunSetup'
 import { LtxUpgradePrompt } from './components/LtxUpgradePrompt'
+import { dismissUpgrade, isUpgradeDismissed } from './lib/upgrade-prompt-dismissals'
 import { PythonSetup } from './components/PythonSetup'
 import { SettingsModal, type SettingsTabId } from './components/SettingsModal'
 import { LogViewer } from './components/LogViewer'
@@ -263,7 +266,7 @@ function AppContent() {
     }
 
     const recommendation = result.data
-    if (recommendation.status === 'upgrade' && recommendation.ltx_model_id !== dismissedUpgradeTargetId) {
+    if (recommendation.status === 'upgrade' && recommendation.ltx_model_id !== dismissedUpgradeTargetId && !isUpgradeDismissed(recommendation.ltx_model_id)) {
       setLtxUpgradeRecommendation(recommendation)
       return
     }
@@ -296,7 +299,7 @@ function AppContent() {
       }
 
       const recommendation = result.data
-      if (recommendation.status === 'upgrade' && recommendation.ltx_model_id !== dismissedUpgradeTargetId) {
+      if (recommendation.status === 'upgrade' && recommendation.ltx_model_id !== dismissedUpgradeTargetId && !isUpgradeDismissed(recommendation.ltx_model_id)) {
         setLtxUpgradeRecommendation(recommendation)
         return
       }
@@ -325,6 +328,13 @@ function AppContent() {
     setLtxUpgradeRecommendation(null)
   }, [ltxUpgradeRecommendation])
 
+  const handleDontShowLtxUpgradeAgain = useCallback(() => {
+    if (!ltxUpgradeRecommendation) return
+    dismissUpgrade(ltxUpgradeRecommendation.ltx_model_id)  // persist for this model id
+    setDismissedUpgradeTargetId(ltxUpgradeRecommendation.ltx_model_id)
+    setLtxUpgradeRecommendation(null)
+  }, [ltxUpgradeRecommendation])
+
   const handleCompleteLtxUpgradePrompt = useCallback(async () => {
     setDismissedUpgradeTargetId(null)
     await refreshLtxUpgradeRecommendation()
@@ -553,6 +563,7 @@ function AppContent() {
         <LtxUpgradePrompt
           recommendation={ltxUpgradeRecommendation}
           onClose={handleDismissLtxUpgradePrompt}
+          onDontShowAgain={handleDontShowLtxUpgradeAgain}
           onComplete={handleCompleteLtxUpgradePrompt}
         />
       )}
@@ -606,8 +617,11 @@ export default function App() {
       <ViewProvider>
         <KeyboardShortcutsProvider>
           <AppSettingsProvider>
-            <AppContent />
-            <KeyboardShortcutsModal />
+            <DevFlagsProvider>
+              <AppContent />
+              <KeyboardShortcutsModal />
+              <DevPanel />
+            </DevFlagsProvider>
           </AppSettingsProvider>
         </KeyboardShortcutsProvider>
       </ViewProvider>
diff --git a/frontend/components/DevPanel.tsx b/frontend/components/DevPanel.tsx
new file mode 100644
index 000000000..2d2b7c5b5
--- /dev/null
+++ b/frontend/components/DevPanel.tsx
@@ -0,0 +1,127 @@
+import { useState, useEffect } from 'react'
+import { X, Copy, Check } from 'lucide-react'
+import { useDevFlags, DEV_FLAGS, type DevFlagKey } from '../contexts/DevFlagsContext'
+
+// Master-detail feature-flag panel (Ctrl/Cmd+Shift+D). List on the left
+// (green = enabled, ring = selected), detail + toggle on the right.
+export function DevPanel() {
+  const { flags, setFlag, isPanelOpen, setPanelOpen } = useDevFlags()
+  const [selectedKey, setSelectedKey] = useState<DevFlagKey>(DEV_FLAGS[0]?.key)
+  const [copied, setCopied] = useState(false)
+
+  useEffect(() => {
+    if (!isPanelOpen) return
+    const onKey = (e: KeyboardEvent) => { if (e.key === 'Escape') setPanelOpen(false) }
+    window.addEventListener('keydown', onKey)
+    return () => window.removeEventListener('keydown', onKey)
+  }, [isPanelOpen, setPanelOpen])
+
+  if (!isPanelOpen) return null
+
+  const selected = DEV_FLAGS.find(f => f.key === selectedKey) ?? DEV_FLAGS[0]
+  const isOn = selected ? flags[selected.key] : false
+
+  const copyKey = () => {
+    if (!selected) return
+    void navigator.clipboard?.writeText(selected.key).then(() => {
+      setCopied(true)
+      setTimeout(() => setCopied(false), 1200)
+    })
+  }
+
+  return (
+    <div
+      className="fixed inset-0 z-[70] flex items-center justify-center bg-black/60 backdrop-blur-sm"
+      onClick={() => setPanelOpen(false)}
+    >
+      <div
+        className="flex h-[440px] w-full max-w-3xl flex-col overflow-hidden rounded-xl border border-zinc-700 bg-zinc-900 shadow-2xl"
+        onClick={e => e.stopPropagation()}
+      >
+        {/* Header */}
+        <div className="flex items-center justify-between border-b border-zinc-800 px-5 py-3.5">
+          <div>
+            <h2 className="text-base font-semibold text-white">Dev Panel</h2>
+            <p className="text-[11px] text-zinc-500">Local-only feature toggles, saved on this machine.</p>
+          </div>
+          <button
+            onClick={() => setPanelOpen(false)}
+            className="rounded-md p-1.5 text-zinc-400 transition-colors hover:bg-zinc-800 hover:text-white"
+            title="Close (Esc)"
+          >
+            <X className="h-4 w-4" />
+          </button>
+        </div>
+
+        {/* Body: list + detail */}
+        <div className="flex min-h-0 flex-1">
+          {/* List */}
+          <div className="w-64 shrink-0 overflow-y-auto border-r border-zinc-800 p-2">
+            {DEV_FLAGS.map(spec => {
+              const on = flags[spec.key]
+              const isSelected = spec.key === selectedKey
+              return (
+                <button
+                  key={spec.key}
+                  onClick={() => setSelectedKey(spec.key)}
+                  className={`mb-1 w-full rounded-md px-3 py-2 text-left text-sm transition-colors ${
+                    isSelected
+                      ? 'text-white ring-1 ring-blue-500/60 ' + (on ? 'bg-emerald-900/40' : 'bg-zinc-800')
+                      : on
+                        ? 'bg-emerald-900/30 text-emerald-100 hover:bg-emerald-900/50'
+                        : 'text-zinc-300 hover:bg-zinc-800'
+                  }`}
+                >
+                  {spec.label}
+                </button>
+              )
+            })}
+          </div>
+
+          {/* Detail */}
+          <div className="min-w-0 flex-1 overflow-y-auto p-5">
+            {selected && (
+              <>
+                <div className="flex items-start justify-between gap-3">
+                  <h3 className="text-lg font-semibold text-white">{selected.label}</h3>
+                  <button
+                    onClick={copyKey}
+                    className="flex shrink-0 items-center gap-1.5 font-mono text-[11px] text-zinc-500 transition-colors hover:text-zinc-300"
+                    title="Copy flag key"
+                  >
+                    {selected.key}
+                    {copied ? <Check className="h-3 w-3 text-green-400" /> : <Copy className="h-3 w-3" />}
+                  </button>
+                </div>
+
+                <div className="mt-4 flex items-center gap-3">
+                  <span className="text-xs font-medium uppercase tracking-wide text-zinc-400">Enabled</span>
+                  <button
+                    type="button"
+                    role="switch"
+                    aria-checked={isOn}
+                    onClick={() => setFlag(selected.key, !isOn)}
+                    className={`relative inline-flex h-6 w-11 shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none ${
+                      isOn ? 'bg-blue-500' : 'bg-zinc-600'
+                    }`}
+                  >
+                    <span
+                      className={`pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow ring-0 transition duration-200 ease-in-out ${
+                        isOn ? 'translate-x-5' : 'translate-x-0'
+                      }`}
+                    />
+                  </button>
+                </div>
+
+                <div className="mt-6">
+                  <p className="mb-1 text-xs font-medium text-zinc-400">Description</p>
+                  <p className="text-sm leading-relaxed text-zinc-300">{selected.description}</p>
+                </div>
+              </>
+            )}
+          </div>
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/frontend/components/ExtendPanel.tsx b/frontend/components/ExtendPanel.tsx
new file mode 100644
index 000000000..5ff0f2194
--- /dev/null
+++ b/frontend/components/ExtendPanel.tsx
@@ -0,0 +1,71 @@
+import { useState, useEffect, useCallback } from 'react'
+import { VideoPreviewPanel } from './VideoPreviewPanel'
+import { validateVideoSource } from '../lib/video-constraints'
+
+// Preview-only panel for extend. The direction + seconds-to-add controls live in the
+// PromptBar (like Video mode), so this just owns the source video + preview.
+
+interface ExtendPanelProps {
+  initialVideoPath?: string | null
+  initialDuration?: number
+  resetKey?: number
+  isProcessing?: boolean
+  processingStatus?: string
+  fillHeight?: boolean
+  // When the request will hit the cloud API, enforce its input constraints (4K / aspect /
+  // min duration). In local mode resolution is corrected, so these don't block.
+  enforceApiConstraints?: boolean
+  onChange?: (data: {
+    videoPath: string | null
+    videoDuration: number
+    width: number
+    height: number
+    ready: boolean
+  }) => void
+}
+
+export function ExtendPanel({
+  initialVideoPath,
+  initialDuration,
+  resetKey,
+  isProcessing = false,
+  processingStatus = '',
+  fillHeight = false,
+  enforceApiConstraints = true,
+  onChange,
+}: ExtendPanelProps) {
+  const [videoPath, setVideoPath] = useState<string | null>(initialVideoPath || null)
+  const [videoDuration, setVideoDuration] = useState<number>(initialDuration || 0)
+  const [dimensions, setDimensions] = useState<{ width: number; height: number }>({ width: 0, height: 0 })
+
+  const handleSourceChange = useCallback((data: { videoPath: string | null; videoDuration: number; width: number; height: number }) => {
+    setVideoPath(data.videoPath)
+    setVideoDuration(data.videoDuration)
+    setDimensions({ width: data.width, height: data.height })
+  }, [])
+
+  const error = enforceApiConstraints && videoPath
+    ? validateVideoSource({ width: dimensions.width, height: dimensions.height, duration: videoDuration })
+    : null
+
+  useEffect(() => {
+    onChange?.({ videoPath, videoDuration, width: dimensions.width, height: dimensions.height, ready: !!videoPath && !error })
+  }, [videoPath, videoDuration, dimensions, error, onChange])
+
+  return (
+    <VideoPreviewPanel
+      title="Extend"
+      initialVideoPath={initialVideoPath}
+      initialDuration={initialDuration}
+      resetKey={resetKey}
+      isProcessing={isProcessing}
+      processingStatus={processingStatus}
+      processingDefault="Processing extend..."
+      fillHeight={fillHeight}
+      emptyTitle="Drop a video to extend"
+      hint={{ title: 'Add new frames to your video', subtitle: 'Set direction and length in the bar below, then extend' }}
+      errorMessage={error ?? undefined}
+      onSourceChange={handleSourceChange}
+    />
+  )
+}
diff --git a/frontend/components/FirstRunSetup.tsx b/frontend/components/FirstRunSetup.tsx
index 27b526b67..037f12bac 100644
--- a/frontend/components/FirstRunSetup.tsx
+++ b/frontend/components/FirstRunSetup.tsx
@@ -1,8 +1,8 @@
 import { useState, useEffect, useRef, useCallback } from 'react'
 import { ApiClient, type ApiRequestBodyOf, type ApiSuccessOf } from '../lib/api-client'
+import { formatBytes } from '../lib/format'
 import { logger } from '../lib/logger'
 import { useHfAuth } from '../hooks/use-hf-auth'
-import { useHfModelAccess } from '../hooks/use-hf-model-access'
 import { useAppSettings } from '../contexts/AppSettingsContext'
 import './FirstRunSetup.css'
 
@@ -19,6 +19,7 @@ type ModelCheckpointID = NonNullable<StartModelDownloadBody['cp_ids']>[number]
 type LtxRecommendation = ApiSuccessOf<'getLtxRecommendation'>
 type ImgGenRecommendation = ApiSuccessOf<'getImgGenRecommendation'>
 type DownloadProgress = ApiSuccessOf<'getModelDownloadProgress'>
+type CheckpointDescriptor = ApiSuccessOf<'describeCheckpoints'>['checkpoints'][number]
 type DownloadStepSpec = {
   type: StartModelDownloadBody['type']
   cpIds: ModelCheckpointID[]
@@ -40,20 +41,64 @@ function uniqueCpIds(cpIds: readonly ModelCheckpointID[]): ModelCheckpointID[] {
   return [...new Set(cpIds)]
 }
 
-function buildAccessCheckpointIds(
-  ltxRecommendation: LtxRecommendation | null,
-  imgGenRecommendation: ImgGenRecommendation | null,
-): ModelCheckpointID[] {
-  if (!ltxRecommendation || !imgGenRecommendation) return []
+// User-facing explanation per checkpoint role (moved out of the backend so wording/i18n
+// iterates without a backend deploy). Keyed by the stable `role` the backend ships.
+const CP_INFO_BY_ROLE: Record<CheckpointDescriptor['role'], string> = {
+  base: 'The core LTX video model that turns your prompt into video frames. This is the largest download.',
+  upscaler:
+    'Doubles the resolution of generated video for sharper, more detailed output. This updated version also ' +
+    'fixes glitches and stray text or overlay artifacts that could appear near the end of longer clips, and ' +
+    'keeps detail consistent through the final frames — recommended for long videos.',
+  text_encoder:
+    'Reads your text prompt so the model understands it. You can skip this large download by entering an LTX ' +
+    'API key, which encodes prompts via the API instead.',
+  image: 'Generates still images from text prompts (used for image-to-video and image tools).',
+  support: 'A supporting model used for guided generation (depth, edges, or pose control).',
+}
 
-  const cpIds: ModelCheckpointID[] = []
-  if (ltxRecommendation.status === 'download') {
-    cpIds.push(...ltxRecommendation.cps_to_download)
-  }
-  if (imgGenRecommendation.cp_to_download) {
-    cpIds.push(imgGenRecommendation.cp_to_download)
-  }
-  return uniqueCpIds(cpIds)
+// One line in the first-run "What will be downloaded" list: checkpoint name, an
+// info-tooltip icon, and the size (or a "skipped" note when an API key covers it).
+function DownloadItem({ item, skipped }: { item: CheckpointDescriptor; skipped: boolean }) {
+  return (
+    <div
+      style={{
+        display: 'flex',
+        justifyContent: 'space-between',
+        alignItems: 'center',
+        fontSize: 13,
+        padding: '6px 0',
+        color: skipped ? '#666' : '#e0e0e0',
+        opacity: skipped ? 0.7 : 1,
+      }}
+    >
+      <span style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <span style={{ textDecoration: skipped ? 'line-through' : 'none' }}>{item.name}</span>
+        <span
+          title={CP_INFO_BY_ROLE[item.role]}
+          style={{
+            display: 'inline-flex',
+            alignItems: 'center',
+            justifyContent: 'center',
+            width: 15,
+            height: 15,
+            borderRadius: '50%',
+            border: '1px solid #6b7280',
+            color: '#9ca3af',
+            fontSize: 10,
+            fontStyle: 'italic',
+            fontFamily: 'Georgia, serif',
+            cursor: 'help',
+            flexShrink: 0,
+          }}
+        >
+          i
+        </span>
+      </span>
+      <span style={{ color: skipped ? '#666' : '#a0a0a0', flexShrink: 0, marginLeft: 12 }}>
+        {skipped ? 'Skipped (API key)' : formatBytes(item.size_bytes)}
+      </span>
+    </div>
+  )
 }
 
 function buildDownloadSteps(
@@ -85,6 +130,7 @@ export function LaunchGate({
   const [downloadSessionId, setDownloadSessionId] = useState<string | null>(null)
   const [installMessage, setInstallMessage] = useState(INSTALL_MESSAGES[0])
   const [availableSpace, setAvailableSpace] = useState('...')
+  const [downloadItems, setDownloadItems] = useState<CheckpointDescriptor[]>([])
   const [videoPath, setVideoPath] = useState('/splash/splash.mp4')
   const [ltxApiKey, setLtxApiKey] = useState('')
   const [licenseAccepted, setLicenseAccepted] = useState(false)
@@ -92,23 +138,19 @@ export function LaunchGate({
   const [licenseError, setLicenseError] = useState<string | null>(null)
   const [actionError, setActionError] = useState<string | null>(null)
   const [isActionPending, setIsActionPending] = useState(false)
-  const [requiredCheckpointIds, setRequiredCheckpointIds] = useState<ModelCheckpointID[]>([])
   const { hfAuthStatus, hfAuthPolling, startHuggingFaceLogin } = useHfAuth(currentStep === 'location')
-  const { accessMap, allAuthorized } = useHfModelAccess(requiredCheckpointIds, hfAuthStatus)
   const { saveLtxApiKey } = useAppSettings()
-  const modelAccessRef = useRef<HTMLDivElement>(null)
   const downloadQueueRef = useRef<DownloadStepSpec[]>([])
   const runningDownloadProgress = downloadProgress?.status === 'downloading' ? downloadProgress : null
   const totalProgress = runningDownloadProgress?.total_progress ?? (downloadProgress?.status === 'complete' ? 100 : 0)
 
-  // Format bytes to human readable
-  const formatBytes = (bytes: number): string => {
-    if (bytes === 0) return '0 B'
-    const k = 1024
-    const sizes = ['B', 'KB', 'MB', 'GB']
-    const i = Math.floor(Math.log(bytes) / Math.log(k))
-    return `${(bytes / Math.pow(k, i)).toFixed(1)} ${sizes[i]}`
-  }
+  // The text encoder download is skipped when an API key is entered (the backend
+  // omits it once a key is saved); reflect that live in the preview + total.
+  const isItemSkipped = (item: CheckpointDescriptor): boolean =>
+    item.role === 'text_encoder' && ltxApiKey.trim().length > 0
+  const totalDownloadBytes = downloadItems
+    .filter((item) => !isItemSkipped(item))
+    .reduce((sum, item) => sum + item.size_bytes, 0)
 
   // Format time remaining
   const formatTimeRemaining = (seconds: number): string => {
@@ -161,7 +203,21 @@ export function LaunchGate({
     }
 
     setInstallPath(settingsResult.data.modelsDir ?? '')
-    setRequiredCheckpointIds(buildAccessCheckpointIds(ltxResult.data, imgGenResult.data))
+
+    // Surface exactly what the install will download (base model, upscaler, text
+    // encoder, image model) with per-checkpoint sizes and info. Same cp set the
+    // installer actually downloads, so the preview can't drift from reality.
+    const cpIds = buildDownloadSteps(ltxResult.data, imgGenResult.data).flatMap((step) => step.cpIds)
+    if (cpIds.length === 0) {
+      setDownloadItems([])
+      return
+    }
+    const describeResult = await ApiClient.describeCheckpoints({ cp_ids: cpIds })
+    if (!describeResult.ok) {
+      logger.error(`Failed to describe checkpoints: ${describeResult.error.message}`)
+      return
+    }
+    setDownloadItems(describeResult.data.checkpoints)
   }, [licenseOnly])
 
   const startDownloadStep = useCallback(async (step: DownloadStepSpec) => {
@@ -211,13 +267,6 @@ export function LaunchGate({
     }
   }, [refreshModelRecommendations, showLicenseStep])
 
-  // Auto-scroll to model access section when it appears
-  useEffect(() => {
-    if (hfAuthStatus === 'authenticated' && Object.keys(accessMap).length > 0 && !allAuthorized) {
-      modelAccessRef.current?.scrollIntoView({ behavior: 'smooth', block: 'nearest' })
-    }
-  }, [hfAuthStatus, accessMap, allAuthorized])
-
   // Cycle install messages
   useEffect(() => {
     if (currentStep !== 'installing') return
@@ -285,7 +334,6 @@ export function LaunchGate({
       }
       const nextLtxRecommendation = ltxResult.data
       const nextImgGenRecommendation = imgGenResult.data
-      setRequiredCheckpointIds(buildAccessCheckpointIds(nextLtxRecommendation, nextImgGenRecommendation))
 
       const downloadSteps = buildDownloadSteps(nextLtxRecommendation, nextImgGenRecommendation)
       if (downloadSteps.length === 0) {
@@ -361,7 +409,8 @@ export function LaunchGate({
   // Check if next button should be disabled
   const isNextDisabled = () => {
     if (currentStep === 'license') return !licenseAccepted || isActionPending
-    if (currentStep === 'location') return hfAuthStatus !== 'authenticated' || !allAuthorized
+    // HF sign-in is optional (base models are public) — don't block setup on it.
+    if (currentStep === 'location') return false
     if (currentStep === 'complete') return isActionPending
     return false
   }
@@ -612,6 +661,28 @@ export function LaunchGate({
                 </div>
               </div>
 
+              {/* What will be downloaded */}
+              {downloadItems.length > 0 && (
+                <div style={{
+                  marginTop: 24,
+                  background: '#2e3445',
+                  borderRadius: 12,
+                  padding: '14px 18px'
+                }}>
+                  <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'baseline', marginBottom: 10 }}>
+                    <label style={{ fontSize: 13, fontWeight: 600, color: '#ffffff' }}>What will be downloaded</label>
+                    <span style={{ fontSize: 12, color: '#a0a0a0' }}>
+                      Total: <strong style={{ color: '#fff' }}>{formatBytes(totalDownloadBytes)}</strong>
+                    </span>
+                  </div>
+                  <div style={{ display: 'flex', flexDirection: 'column', gap: 2 }}>
+                    {downloadItems.map((item) => (
+                      <DownloadItem key={item.cp_id} item={item} skipped={isItemSkipped(item)} />
+                    ))}
+                  </div>
+                </div>
+              )}
+
               {/* LTX API Key - Optional but saves ~25 GB download */}
               <div style={{
                 marginTop: 24,
@@ -661,7 +732,6 @@ export function LaunchGate({
               </div>
 
               {/* HuggingFace Authentication */}
-              {window.electronAPI.hfGatingEnabled && (
               <div style={{
                 marginTop: 24,
                 background: '#2e3445',
@@ -673,22 +743,24 @@ export function LaunchGate({
                     HuggingFace Account
                     <span style={{
                       fontSize: 11,
-                      color: hfAuthStatus === 'authenticated' ? '#22c55e' : '#f59e0b',
+                      color: hfAuthStatus === 'authenticated' ? '#22c55e' : '#888',
                       marginLeft: 8,
                       fontWeight: 400
                     }}>
-                      {hfAuthStatus === 'authenticated' ? 'Signed in' : 'Required'}
+                      {hfAuthStatus === 'authenticated' ? 'Signed in' : 'Optional'}
                     </span>
                   </label>
                 </div>
                 {hfAuthStatus === 'authenticated' ? (
                   <p style={{ fontSize: 12, color: '#22c55e' }}>
-                    ✓ Authenticated — ready to download models.
+                    ✓ Authenticated — gated models will download with your account.
                   </p>
                 ) : (
                   <>
                     <p style={{ fontSize: 11, color: '#888', marginBottom: 12 }}>
-                      Sign in to HuggingFace to download model files.
+                      Optional. The base models download without an account — sign in only to
+                      download gated models (some catalog LoRAs / IC-LoRAs require it). You can
+                      also do this later in Settings.
                     </p>
                     <button
                       onClick={startHuggingFaceLogin}
@@ -711,63 +783,7 @@ export function LaunchGate({
                   </>
                 )}
               </div>
-              )}
 
-              {/* Model Access Check */}
-              {hfAuthStatus === 'authenticated' && Object.keys(accessMap).length > 0 && !allAuthorized && (
-                <div ref={modelAccessRef} style={{
-                  marginTop: 24,
-                  background: '#2e3445',
-                  borderRadius: 12,
-                  padding: '14px 18px'
-                }}>
-                  <div style={{ marginBottom: 8 }}>
-                    <label style={{ fontSize: 13, fontWeight: 600, color: '#ffffff' }}>
-                      Model Access
-                      <span style={{ fontSize: 11, color: '#f59e0b', marginLeft: 8, fontWeight: 400 }}>
-                        Action required
-                      </span>
-                    </label>
-                  </div>
-                  <p style={{ fontSize: 11, color: '#888', marginBottom: 12 }}>
-                    Some models require you to accept their license on HuggingFace before downloading.
-                  </p>
-                  <div style={{ display: 'flex', flexDirection: 'column', gap: 8 }}>
-                    {Object.entries(accessMap)
-                      .filter(([, status]) => status === 'not_authorized')
-                      .map(([repoId]) => (
-                        <div key={repoId} style={{
-                          display: 'flex',
-                          alignItems: 'center',
-                          justifyContent: 'space-between',
-                          background: '#1a1a1a',
-                          borderRadius: 8,
-                          padding: '10px 14px',
-                        }}>
-                          <span style={{ fontSize: 12, color: '#a0a0a0', fontFamily: "'Consolas', 'Monaco', monospace" }}>
-                            {repoId}
-                          </span>
-                          <button
-                            onClick={() => window.electronAPI.openHuggingFaceRepo({ repoId })}
-                            style={{
-                              padding: '6px 16px',
-                              borderRadius: 9999,
-                              fontSize: 12,
-                              fontWeight: 600,
-                              cursor: 'pointer',
-                              background: '#4f46e5',
-                              border: 'none',
-                              color: '#ffffff',
-                              transition: 'all 0.2s ease',
-                            }}
-                          >
-                            Request access
-                          </button>
-                        </div>
-                      ))}
-                  </div>
-                </div>
-              )}
             </div>
           )}
 
diff --git a/frontend/components/ICLoraPanel.tsx b/frontend/components/ICLoraPanel.tsx
index 6327b3e99..a514979df 100644
--- a/frontend/components/ICLoraPanel.tsx
+++ b/frontend/components/ICLoraPanel.tsx
@@ -1,15 +1,14 @@
 import { useState, useRef, useEffect, useCallback } from 'react'
 import {
-  Upload, Loader2, Film, Sparkles,
+  Upload, Loader2, Film, Sparkles, Image as ImageIcon,
   RefreshCw, Download, AlertCircle, Trash2,
 } from 'lucide-react'
 import { ApiClient, type ApiRequestBodyOf, type ApiSuccessOf } from '../lib/api-client'
 import { logger } from '../lib/logger'
 import { pathToFileUrl } from '../lib/file-url'
-import { useHfAuth } from '../hooks/use-hf-auth'
-import { useHfModelAccess } from '../hooks/use-hf-model-access'
+import { OutpaintCanvasEditor, type OutpaintPads } from './OutpaintCanvasEditor'
 
-export type ICLoraConditioningType = 'canny' | 'depth'
+export type ICLoraConditioningType = 'canny' | 'depth' | 'custom'
 
 interface ICLoraPanelProps {
   initialVideoPath?: string | null
@@ -17,6 +16,23 @@ interface ICLoraPanelProps {
   fillHeight?: boolean
   isProcessing?: boolean
   processingStatus?: string
+  // IC-LoRA mode: 'image' accepts a still image and skips canny/depth preprocessing
+  // (the IC-LoRA builds the control video server-side). Default 'video' = today's behavior.
+  inputKind?: 'image' | 'video'
+  // IC-LoRA mode: when an IC-LoRA is selected (via the library modal) the panel switches to
+  // IC-LoRA mode and hides the canny/depth conditioning preview. The catalog/download UI
+  // lives in the modal, not here.
+  selectedIcLoraId?: string | null
+  // Catalog IC-LoRA opt-in: when true the middle column offers an optional reference-image
+  // picker (instead of the canny/depth conditioning preview, which catalog IC-LoRAs hide).
+  allowsReferenceImage?: boolean
+  // Outpainting (position_canvas control): when true the middle column shows the canvas editor.
+  showOutpaintCanvas?: boolean
+  outpaintPads?: OutpaintPads
+  onOutpaintPadsChange?: (pads: OutpaintPads) => void
+  // Library browsing (and catalog IC-LoRA generation in general) is local-only.
+  isLocalMode?: boolean
+  onBrowseLibrary?: () => void
   conditioningType?: ICLoraConditioningType
   onConditioningTypeChange?: (type: ICLoraConditioningType) => void
   conditioningStrength?: number
@@ -27,12 +43,17 @@ interface ICLoraPanelProps {
     conditioningType: ICLoraConditioningType
     conditioningStrength: number
     ready: boolean
+    referenceImagePath: string | null
+    // Source pixel dimensions (0 until media loads) — feeds the resolution control.
+    width: number
+    height: number
   }) => void
 }
 
 export const CONDITIONING_TYPES: { value: ICLoraConditioningType; label: string; desc: string }[] = [
   { value: 'canny', label: 'Canny Edges', desc: 'Edge detection' },
   { value: 'depth', label: 'Depth Map', desc: 'Estimated depth' },
+  { value: 'custom', label: 'Custom IC-LoRA', desc: 'Your own weights + control video' },
 ]
 
 type StartModelDownloadBody = NonNullable<ApiRequestBodyOf<'startModelDownload'>>
@@ -46,6 +67,14 @@ export function ICLoraPanel({
   fillHeight = false,
   isProcessing = false,
   processingStatus = '',
+  inputKind = 'video',
+  selectedIcLoraId = null,
+  allowsReferenceImage = false,
+  showOutpaintCanvas = false,
+  outpaintPads,
+  onOutpaintPadsChange,
+  isLocalMode = false,
+  onBrowseLibrary,
   conditioningType: conditioningTypeProp,
   onConditioningTypeChange,
   conditioningStrength: conditioningStrengthProp,
@@ -57,11 +86,27 @@ export function ICLoraPanel({
   const [inputVideoPath, setInputVideoPath] = useState<string | null>(initialVideoPath || null)
   const inputVideoUrl = inputVideoPath ? pathToFileUrl(inputVideoPath) : null
   const [inputTime, setInputTime] = useState(0)
+  // Source pixel dimensions, read off the loaded media — drives the outpaint canvas editor.
+  const [sourceDims, setSourceDims] = useState<{ w: number; h: number } | null>(null)
+
+  // Optional reference image for catalog IC-LoRAs that allow it (frame 0, strength 1.0).
+  const [referenceImagePath, setReferenceImagePath] = useState<string | null>(null)
+  const referenceImageUrl = referenceImagePath ? pathToFileUrl(referenceImagePath) : null
+  const [isReferenceDragOver, setIsReferenceDragOver] = useState(false)
 
   const [internalCondType, setInternalCondType] = useState<ICLoraConditioningType>('canny')
   const [internalCondStrength, setInternalCondStrength] = useState(1.0)
   const conditioningType = conditioningTypeProp ?? internalCondType
   const conditioningStrength = conditioningStrengthProp ?? internalCondStrength
+  // Custom mode: the user supplies their own IC-LoRA + a pre-rendered control video,
+  // so there's no canny/depth preprocessing to preview.
+  const isCustom = conditioningType === 'custom'
+  // Image (IC-LoRA) mode: no canny/depth preprocessing, no bundled-cp download gate.
+  const isImage = inputKind === 'image'
+  // Catalog IC-LoRA mode (any input kind): the IC-LoRA builds its own control video server-side.
+  const isCatalogIcLora = selectedIcLoraId !== null
+  // The conditioning preview only applies to the built-in canny/depth flow.
+  const showConditioningPreview = !isCatalogIcLora && !isCustom
   const [conditioningPreview, setConditioningPreview] = useState<string | null>(null)
   const [isExtracting, setIsExtracting] = useState(false)
 
@@ -74,30 +119,48 @@ export function ICLoraPanel({
   const [extractError, setExtractError] = useState<string | null>(null)
   const [isDragOver, setIsDragOver] = useState(false)
   const icLoraReady = requiredIcLoraCpIds.length === 0
-  const { hfAuthStatus, hfAuthPolling, startHuggingFaceLogin } = useHfAuth(!icLoraReady)
-  const { accessMap, allAuthorized } = useHfModelAccess(requiredIcLoraCpIds, hfAuthStatus)
+
+  // Switching to an entry with a different input.kind (image vs video) invalidates the loaded
+  // input — clear it so a stale video can't be submitted to an image-input entry (backend 400).
+  const prevInputKindRef = useRef(inputKind)
+  useEffect(() => {
+    if (prevInputKindRef.current === inputKind) return
+    prevInputKindRef.current = inputKind
+    setInputVideoPath(null)
+    setInputTime(0)
+    setSourceDims(null)
+    setConditioningPreview(null)
+    setExtractError(null)
+  }, [inputKind])
 
   useEffect(() => {
     if (resetKey === undefined) return
     setInputVideoPath(initialVideoPath || null)
     setInputTime(0)
+    setSourceDims(null)
     setInternalCondType('canny')
     setInternalCondStrength(1.0)
     onConditioningTypeChange?.('canny')
     onConditioningStrengthChange?.(1.0)
     setConditioningPreview(null)
     setExtractError(null)
+    setReferenceImagePath(null)
   }, [resetKey, initialVideoPath]) // eslint-disable-line react-hooks/exhaustive-deps
 
   useEffect(() => {
-    const ready = !!inputVideoPath && icLoraReady
+    // Custom brings its own IC-LoRA + control video; recipes (any input kind) build the
+    // control video server-side. Neither needs the bundled canny/depth cps.
+    const ready = !!inputVideoPath && (isCustom || isImage || isCatalogIcLora || icLoraReady)
     onChange?.({
       videoPath: inputVideoPath,
       conditioningType,
       conditioningStrength,
       ready,
+      referenceImagePath,
+      width: sourceDims?.w ?? 0,
+      height: sourceDims?.h ?? 0,
     })
-  }, [inputVideoUrl, inputVideoPath, conditioningType, conditioningStrength, icLoraReady, onChange])
+  }, [inputVideoUrl, inputVideoPath, conditioningType, conditioningStrength, isCustom, isImage, isCatalogIcLora, icLoraReady, referenceImagePath, sourceDims, onChange])
 
   const checkIcLoraAvailability = useCallback(async () => {
     setIsCheckingIcLora(true)
@@ -182,7 +245,7 @@ export function ICLoraPanel({
 
   const isExtractingRef = useRef(false)
   const extractConditioning = useCallback(async () => {
-    if (!inputVideoPath || isExtractingRef.current || !icLoraReady) return
+    if (isCustom || isImage || isCatalogIcLora || !inputVideoPath || isExtractingRef.current || !icLoraReady) return
     isExtractingRef.current = true
     setIsExtracting(true)
     setExtractError(null)
@@ -202,11 +265,11 @@ export function ICLoraPanel({
     setConditioningPreview(result.data.conditioning)
     isExtractingRef.current = false
     setIsExtracting(false)
-  }, [inputVideoPath, conditioningType, inputTime, icLoraReady])
+  }, [inputVideoPath, conditioningType, inputTime, icLoraReady, isCustom, isImage, isCatalogIcLora])
 
   const extractTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
   useEffect(() => {
-    if (!inputVideoPath || !icLoraReady) return
+    if (isCustom || isImage || isCatalogIcLora || !inputVideoPath || !icLoraReady) return
     if (extractTimerRef.current) clearTimeout(extractTimerRef.current)
     extractTimerRef.current = setTimeout(() => {
       void extractConditioning()
@@ -230,23 +293,25 @@ export function ICLoraPanel({
   }, [inputVideoUrl, icLoraReady, isCheckingIcLora])
 
   const handleBrowse = useCallback(async () => {
-    const paths = await window.electronAPI.showOpenFileDialog({
-      title: 'Select Driving Video',
-      filters: [{ name: 'Video', extensions: ['mp4', 'mov', 'avi', 'webm', 'mkv'] }],
-    })
+    const paths = await window.electronAPI.showOpenFileDialog(
+      isImage
+        ? { title: 'Select Input Image', filters: [{ name: 'Image', extensions: ['png', 'jpg', 'jpeg', 'webp'] }] }
+        : { title: 'Select Driving Video', filters: [{ name: 'Video', extensions: ['mp4', 'mov', 'avi', 'webm', 'mkv'] }] },
+    )
     if (paths && paths.length > 0) {
       const filePath = paths[0]
       setInputVideoPath(filePath)
-      
+
       setConditioningPreview(null)
       setExtractError(null)
     }
-  }, [])
+  }, [isImage])
 
   const handleClear = useCallback(() => {
     setInputVideoPath(null)
 
     setInputTime(0)
+    setSourceDims(null)
     setConditioningPreview(null)
     setExtractError(null)
   }, [])
@@ -255,11 +320,12 @@ export function ICLoraPanel({
     e.preventDefault()
     setIsDragOver(false)
 
+    const acceptedAssetType = isImage ? 'image' : 'video'
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
       try {
         const asset = JSON.parse(assetData) as { type?: string; path?: string }
-        if (asset.type === 'video' && asset.path) {
+        if (asset.type === acceptedAssetType && asset.path) {
           setInputVideoPath(asset.path)
           setConditioningPreview(null)
           setExtractError(null)
@@ -275,14 +341,54 @@ export function ICLoraPanel({
       const filePath = window.electronAPI?.getPathForFile(file)
       if (filePath) {
         setInputVideoPath(filePath)
-        
+
         setConditioningPreview(null)
         setExtractError(null)
       }
     }
+  }, [isImage])
+
+  const handleBrowseReference = useCallback(async () => {
+    const paths = await window.electronAPI.showOpenFileDialog({
+      title: 'Select Reference Image',
+      filters: [{ name: 'Image', extensions: ['png', 'jpg', 'jpeg', 'webp'] }],
+    })
+    if (paths && paths.length > 0) {
+      setReferenceImagePath(paths[0])
+    }
   }, [])
 
-  const showDownloadGate = isCheckingIcLora || !icLoraReady
+  const handleClearReference = useCallback(() => {
+    setReferenceImagePath(null)
+  }, [])
+
+  const handleDropReference = useCallback((e: React.DragEvent) => {
+    e.preventDefault()
+    setIsReferenceDragOver(false)
+
+    const assetData = e.dataTransfer.getData('asset')
+    if (assetData) {
+      try {
+        const asset = JSON.parse(assetData) as { type?: string; path?: string }
+        if (asset.type === 'image' && asset.path) {
+          setReferenceImagePath(asset.path)
+          return
+        }
+      } catch {
+        // fall through
+      }
+    }
+
+    const file = e.dataTransfer.files?.[0]
+    if (file) {
+      const filePath = window.electronAPI?.getPathForFile(file)
+      if (filePath) setReferenceImagePath(filePath)
+    }
+  }, [])
+
+  // Only the built-in canny/depth flow needs the bundled preprocessing cps. Recipes
+  // (any input kind) and custom build their own control video, so never gate them.
+  const showDownloadGate = !isCustom && !isImage && !isCatalogIcLora && (isCheckingIcLora || !icLoraReady)
   const runningDownloadProgress =
     downloadProgress?.status === 'downloading' ? downloadProgress : null
   const gateItemIds = [...new Set([...(requiredIcLoraCpIds ?? []), ...(runningDownloadProgress?.all_files ?? [])])]
@@ -322,6 +428,17 @@ export function ICLoraPanel({
         )}
       </div>
 
+      {isLocalMode && (
+        <div className="px-3 py-2 border-b border-zinc-800 flex-shrink-0">
+          <button
+            onClick={onBrowseLibrary}
+            className="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-lg bg-zinc-800 hover:bg-zinc-700 text-zinc-200 text-xs font-medium transition-colors"
+          >
+            <Sparkles className="h-3.5 w-3.5 text-amber-400" /> Browse IC-LoRAs
+          </button>
+        </div>
+      )}
+
       {showDownloadGate ? (
         <div className="flex-1 flex items-center justify-center p-6 min-h-0 overflow-y-auto">
           <div className="w-full max-w-xl rounded-xl border border-zinc-700 bg-zinc-800/60 p-6">
@@ -367,59 +484,24 @@ export function ICLoraPanel({
                   {downloadError && (
                     <div className="text-[11px] text-red-400">{downloadError}</div>
                   )}
-                  {hfAuthStatus === 'authenticated' && !allAuthorized && Object.keys(accessMap).length > 0 && (
-                    <div className="space-y-1.5 pt-1 pb-1">
-                      <div className="text-[11px] text-amber-400">Accept license for these models:</div>
-                      {Object.entries(accessMap)
-                        .filter(([, status]) => status === 'not_authorized')
-                        .map(([repoId]) => (
-                          <div key={repoId} className="flex items-center justify-between bg-zinc-900 rounded px-2 py-1.5">
-                            <span className="text-[10px] text-zinc-400 font-mono">{repoId}</span>
-                            <button
-                              onClick={() => window.electronAPI.openHuggingFaceRepo({ repoId })}
-                              className="text-[10px] text-indigo-400 hover:text-indigo-300 font-medium"
-                            >
-                              Request access
-                            </button>
-                          </div>
-                        ))}
-                    </div>
-                  )}
                   <div className="flex items-center gap-2 pt-1">
-                    {hfAuthStatus !== 'authenticated' ? (
-                      <button
-                        onClick={startHuggingFaceLogin}
-                        disabled={hfAuthPolling}
-                        className="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-lg bg-indigo-600 hover:bg-indigo-500 text-white text-xs font-medium transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
-                      >
-                        {hfAuthPolling ? (
-                          <>
-                            <Loader2 className="h-3 w-3 animate-spin" />
-                            Waiting for sign in...
-                          </>
-                        ) : (
-                          'Sign in with HuggingFace'
-                        )}
-                      </button>
-                    ) : (
-                      <button
-                        onClick={handleDownloadIcLora}
-                        disabled={isDownloadingIcLora || !allAuthorized}
-                        className="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-lg bg-blue-600 hover:bg-blue-500 text-white text-xs font-medium transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
-                      >
-                        {isDownloadingIcLora ? (
-                          <>
-                            <Loader2 className="h-3 w-3 animate-spin" />
-                            Downloading...
-                          </>
-                        ) : (
-                          <>
-                            <Download className="h-3 w-3" />
-                            {downloadError ? 'Retry Download' : 'Download Models'}
-                          </>
-                        )}
-                      </button>
-                    )}
+                    <button
+                      onClick={handleDownloadIcLora}
+                      disabled={isDownloadingIcLora}
+                      className="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-lg bg-blue-600 hover:bg-blue-500 text-white text-xs font-medium transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
+                    >
+                      {isDownloadingIcLora ? (
+                        <>
+                          <Loader2 className="h-3 w-3 animate-spin" />
+                          Downloading...
+                        </>
+                      ) : (
+                        <>
+                          <Download className="h-3 w-3" />
+                          {downloadError ? 'Retry Download' : 'Download Models'}
+                        </>
+                      )}
+                    </button>
                     <button
                       onClick={() => { void checkIcLoraAvailability() }}
                       disabled={isCheckingIcLora}
@@ -459,29 +541,40 @@ export function ICLoraPanel({
               onDrop={handleDrop}
             >
               {inputVideoUrl ? (
-                <video
-                  ref={inputVideoRef}
-                  src={inputVideoUrl}
-                  className="w-full h-full object-contain"
-                  controls
-                />
+                isImage ? (
+                  <img
+                    src={inputVideoUrl}
+                    alt="Input"
+                    className="w-full h-full object-contain"
+                    onLoad={(e) => setSourceDims({ w: e.currentTarget.naturalWidth, h: e.currentTarget.naturalHeight })}
+                  />
+                ) : (
+                  <video
+                    ref={inputVideoRef}
+                    src={inputVideoUrl}
+                    className="w-full h-full object-contain"
+                    controls
+                    onLoadedMetadata={(e) => setSourceDims({ w: e.currentTarget.videoWidth, h: e.currentTarget.videoHeight })}
+                  />
+                )
               ) : (
                 <div className="text-center p-4">
                   <div className="w-12 h-12 rounded-full bg-zinc-800 flex items-center justify-center mx-auto mb-2">
                     <Film className="h-6 w-6 text-zinc-600" />
                   </div>
-                  <p className="text-zinc-400 text-xs">Drop or import a driving video</p>
+                  <p className="text-zinc-400 text-xs">{isImage ? 'Drop or import an image' : isCustom ? 'Drop or import a control video' : 'Drop or import a driving video'}</p>
                   <button
                     onClick={handleBrowse}
                     className="mt-2 px-3 py-1.5 text-[10px] text-blue-400 border border-blue-500/30 rounded-lg hover:bg-blue-600/10 transition-colors"
                   >
-                    Import Video
+                    {isImage ? 'Import Image' : 'Import Video'}
                   </button>
                 </div>
               )}
             </div>
           </div>
 
+          {showConditioningPreview && (
           <div className="flex-1 flex flex-col min-w-0">
             <div className="px-3 py-2 border-b border-zinc-800 flex items-center justify-between gap-2">
               <span className="text-[11px] font-semibold text-zinc-400 uppercase tracking-wider">Conditioning</span>
@@ -510,6 +603,91 @@ export function ICLoraPanel({
               )}
             </div>
           </div>
+          )}
+
+          {/* Reference image column: takes the conditioning slot for catalog IC-LoRAs that opt in. */}
+          {allowsReferenceImage && !showConditioningPreview && (
+          <div className="flex-1 flex flex-col min-w-0">
+            <div className="px-3 py-2 border-b border-zinc-800 flex items-center justify-between gap-2">
+              <span className="text-[11px] font-semibold text-zinc-400 uppercase tracking-wider shrink-0">Reference</span>
+              {referenceImagePath && (
+                <span className="text-[10px] text-zinc-500 truncate min-w-0">
+                  {referenceImagePath.split(/[\\/]/).pop()}
+                </span>
+              )}
+              {referenceImagePath ? (
+                <div className="flex items-center gap-1 shrink-0">
+                  <button
+                    onClick={handleClearReference}
+                    className="flex items-center gap-1 px-2 py-0.5 rounded text-[10px] text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors"
+                    title="Clear reference image"
+                  >
+                    <Trash2 className="h-3 w-3" />
+                  </button>
+                  <button
+                    onClick={handleBrowseReference}
+                    className="flex items-center gap-1 px-2 py-0.5 rounded text-[10px] text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors"
+                    title="Replace reference image"
+                  >
+                    <RefreshCw className="h-3 w-3" />
+                  </button>
+                </div>
+              ) : (
+                <button
+                  onClick={handleBrowseReference}
+                  className="flex items-center gap-1 px-2 py-0.5 rounded text-[10px] text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors shrink-0"
+                >
+                  <Upload className="h-3 w-3" />
+                  Import
+                </button>
+              )}
+            </div>
+            <div
+              className={`flex-1 min-h-0 bg-black flex items-center justify-center relative ${!referenceImageUrl ? 'border-2 border-dashed border-zinc-700 m-3 rounded-lg' : ''} ${isReferenceDragOver ? 'border-blue-500 bg-blue-500/10' : ''}`}
+              onDragOver={(e) => { e.preventDefault(); setIsReferenceDragOver(true) }}
+              onDragLeave={() => setIsReferenceDragOver(false)}
+              onDrop={handleDropReference}
+            >
+              {referenceImageUrl ? (
+                <img src={referenceImageUrl} alt="Reference" className="w-full h-full object-contain" />
+              ) : (
+                <div className="text-center p-4">
+                  <div className="w-12 h-12 rounded-full bg-zinc-800 flex items-center justify-center mx-auto mb-2">
+                    <ImageIcon className="h-6 w-6 text-zinc-600" />
+                  </div>
+                  <p className="text-zinc-400 text-xs">Drop or import a reference image</p>
+                  <button
+                    onClick={handleBrowseReference}
+                    className="mt-2 px-3 py-1.5 text-[10px] text-blue-400 border border-blue-500/30 rounded-lg hover:bg-blue-600/10 transition-colors"
+                  >
+                    Import Image
+                  </button>
+                </div>
+              )}
+            </div>
+          </div>
+          )}
+
+          {/* Canvas editor column: takes the middle slot for outpainting (position_canvas control). */}
+          {showOutpaintCanvas && !showConditioningPreview && (
+          <div className="flex-1 flex flex-col min-w-0">
+            <div className="px-3 py-2 border-b border-zinc-800 flex items-center">
+              <span className="text-[11px] font-semibold text-zinc-400 uppercase tracking-wider">Canvas</span>
+            </div>
+            {sourceDims && outpaintPads ? (
+              <OutpaintCanvasEditor
+                sourceWidth={sourceDims.w}
+                sourceHeight={sourceDims.h}
+                value={outpaintPads}
+                onChange={(p) => onOutpaintPadsChange?.(p)}
+              />
+            ) : (
+              <div className="flex-1 bg-black flex items-center justify-center">
+                <p className="text-zinc-600 text-xs">Import a video to set the outpaint canvas</p>
+              </div>
+            )}
+          </div>
+          )}
 
           {/* Output column */}
           <div className="flex-1 flex flex-col border-l border-zinc-800 min-w-0">
diff --git a/frontend/components/IcLoraAdvancedPanel.tsx b/frontend/components/IcLoraAdvancedPanel.tsx
new file mode 100644
index 000000000..7967e526c
--- /dev/null
+++ b/frontend/components/IcLoraAdvancedPanel.tsx
@@ -0,0 +1,139 @@
+import type { ReactNode } from 'react'
+import { ChevronUp } from 'lucide-react'
+import { SettingsDropdown } from './SettingsDropdown'
+import type { IcLoraControlsProps } from './IcLoraSettingsControls'
+import type { IcLoraAudioMode } from '../hooks/use-ic-lora'
+
+// One labelled row: caption on the left, the dropdown on the right.
+function Row({ label, children }: { label: string; children: ReactNode }) {
+  return (
+    <div className="flex items-center justify-between gap-2">
+      <span className="text-[10px] text-zinc-500 uppercase tracking-wide shrink-0">{label}</span>
+      {children}
+    </div>
+  )
+}
+
+const triggerValue = (text: string) => (
+  <>
+    <span className="text-zinc-300 font-medium">{text}</span>
+    <ChevronUp className="h-3 w-3 text-zinc-500" />
+  </>
+)
+
+// Advanced IC-LoRA controls, in a side panel beside the prompt bar (so they don't push the
+// Generate button off the bottom row). Reuses the shared IcLoraControlsProps bag.
+export function IcLoraAdvancedPanel({
+  icLoraSkipStage2,
+  onIcLoraSkipStage2Change,
+  icLoraUseLoraInStage2,
+  onIcLoraUseLoraInStage2Change,
+  icLoraResolutionOptions,
+  icLoraResolutionKey,
+  onIcLoraResolutionKeyChange,
+  icLoraResolutionFactor,
+  onIcLoraResolutionFactorChange,
+  icLoraAudioMode,
+  onIcLoraAudioModeChange,
+  icLoraFps,
+  onIcLoraFpsChange,
+  advancedIcLoraControls,
+}: IcLoraControlsProps) {
+  // Advanced-only knobs. (LoRA strength is a regular control — it lives in the bottom bar.)
+  if (!advancedIcLoraControls) return null
+  return (
+    <div className="rounded-lg border border-zinc-800 bg-zinc-900/90 backdrop-blur p-1.5 flex flex-col gap-0.5 w-40 text-xs">
+      <span className="text-[9px] font-semibold text-zinc-500 uppercase tracking-wider px-1">Advanced</span>
+
+      <Row label="Stage 2">
+            <SettingsDropdown
+              title="STAGE 2 REFINE"
+              value={icLoraSkipStage2 ? 'skip' : 'keep'}
+              onChange={(v) => onIcLoraSkipStage2Change?.(v === 'skip')}
+              options={[
+                { value: 'keep', label: 'On (two-stage)' },
+                { value: 'skip', label: 'Off (stage 1 only)' },
+              ]}
+              trigger={triggerValue(icLoraSkipStage2 ? 'Off' : 'On')}
+            />
+          </Row>
+          {/* Always shown. Only takes effect when Stage 2 runs (Stage 2 = On); it's a
+              no-op when Stage 2 is skipped, but kept visible for discoverability. */}
+          <Row label="LoRA in S2">
+            <SettingsDropdown
+              title="IC-LORA IN STAGE 2"
+              value={icLoraUseLoraInStage2 ? 'on' : 'off'}
+              onChange={(v) => onIcLoraUseLoraInStage2Change?.(v === 'on')}
+              options={[
+                { value: 'off', label: 'Off (refine from prompt)' },
+                { value: 'on', label: 'On (keep effect, source res)' },
+              ]}
+              trigger={triggerValue(icLoraUseLoraInStage2 ? 'On' : 'Off')}
+            />
+          </Row>
+          {!icLoraSkipStage2 && icLoraUseLoraInStage2 && (icLoraResolutionOptions?.length ?? 0) > 1 && (
+            <Row label="Res">
+              <SettingsDropdown
+                title="RESOLUTION"
+                value={icLoraResolutionKey ?? 'original'}
+                onChange={(v) => onIcLoraResolutionKeyChange?.(v)}
+                options={icLoraResolutionOptions!.map((o) => ({ value: o.key, label: o.label }))}
+                trigger={triggerValue(
+                  (icLoraResolutionOptions!.find((o) => o.key === icLoraResolutionKey)?.label ?? 'Original').split(' ')[0],
+                )}
+              />
+            </Row>
+          )}
+          {icLoraSkipStage2 && (
+            <Row label="Res">
+              <SettingsDropdown
+                title="RES FACTOR"
+                value={String(icLoraResolutionFactor ?? 2.0)}
+                onChange={(v) => onIcLoraResolutionFactorChange?.(parseFloat(v))}
+                options={[
+                  // 0 is the "source dimensions" sentinel — output matches the input
+                  // resolution and the multiplier is ignored (see ic_lora_handler).
+                  { value: '0', label: 'Source dimensions' },
+                  { value: '1', label: '1.00 (half)' },
+                  { value: '1.25', label: '1.25' },
+                  { value: '1.5', label: '1.50' },
+                  { value: '1.75', label: '1.75' },
+                  { value: '2', label: '2.00 (native)' },
+                ]}
+                trigger={triggerValue(
+                  icLoraResolutionFactor === 0 ? 'Source' : `×${(icLoraResolutionFactor ?? 2.0).toFixed(2)}`,
+                )}
+              />
+            </Row>
+          )}
+          <Row label="Audio">
+            <SettingsDropdown
+              title="AUDIO"
+              value={icLoraAudioMode ?? 'generated'}
+              onChange={(v) => onIcLoraAudioModeChange?.(v as IcLoraAudioMode)}
+              options={[
+                { value: 'generated', label: 'Generated' },
+                { value: 'source', label: 'Source' },
+                { value: 'off', label: 'Off' },
+              ]}
+              trigger={triggerValue((icLoraAudioMode ?? 'generated').replace(/^\w/, (c: string) => c.toUpperCase()))}
+            />
+          </Row>
+          <Row label="FPS">
+            <SettingsDropdown
+              title="FPS"
+              value={icLoraFps == null ? 'source' : String(icLoraFps)}
+              onChange={(v) => onIcLoraFpsChange?.(v === 'source' ? null : parseFloat(v))}
+              options={[
+                { value: 'source', label: 'Source' },
+                { value: '24', label: '24 fps' },
+                { value: '16', label: '16 fps' },
+                { value: '12', label: '12 fps' },
+                { value: '8', label: '8 fps' },
+              ]}
+              trigger={triggerValue(icLoraFps == null ? 'Src' : String(icLoraFps))}
+            />
+          </Row>
+    </div>
+  )
+}
diff --git a/frontend/components/IcLoraSettingsControls.tsx b/frontend/components/IcLoraSettingsControls.tsx
new file mode 100644
index 000000000..c790243d3
--- /dev/null
+++ b/frontend/components/IcLoraSettingsControls.tsx
@@ -0,0 +1,191 @@
+import { Fragment } from 'react'
+import { ChevronUp } from 'lucide-react'
+import { SettingsDropdown } from './SettingsDropdown'
+import type { ApiSuccessOf } from '../lib/api-client'
+import type { components } from '../generated/backend-openapi'
+import type { ICLoraConditioningType } from './ICLoraPanel'
+import type { IcLoraAudioMode } from '../hooks/use-ic-lora'
+import type { ResolutionOption } from '../lib/video-resolution'
+
+type CatalogControl = components['schemas']['IcLoraControl']
+
+// Short hover/focus help per IC-LoRA control. The catalog-driven controls are keyed by control id.
+const CONTROL_TOOLTIPS: Record<string, string> = {
+  condStrength: 'How strongly the conditioning (edges/depth) constrains the result. Higher follows the control signal more closely.',
+  loraStrength: 'How strongly the IC-LoRA weights are applied. Lower is subtler, higher is stronger.',
+  duration: 'Length of the generated clip.',
+}
+
+// A catalog control's display label for a given option: explicit value_labels win, else value + unit.
+function controlOptionLabel(control: CatalogControl, option: number | string): string {
+  return control.value_labels?.[String(option)] ?? `${option}${control.unit ?? ''}`
+}
+
+// The IC-LoRA control row in the prompt bar: conditioning-type selector + per-mode knobs
+// (strength, duration, LoRA strength, and the advanced stage-2 / resolution / audio / fps).
+export interface IcLoraControlsProps {
+  icLoraCondType?: ICLoraConditioningType
+  icLoraSelectorValue?: string
+  icLoraSelectorOptions?: { value: string; label: string }[]
+  onIcLoraSelectorChange?: (value: string) => void
+  icLoraStrength?: number
+  onIcLoraStrengthChange?: (strength: number) => void
+  availableIcLoras?: ApiSuccessOf<'listModels'>['models']
+  icLoraCustomRef?: string | null
+  onIcLoraCustomRefChange?: (ref: string | null) => void
+  icLoraSkipStage2?: boolean
+  onIcLoraSkipStage2Change?: (skip: boolean) => void
+  icLoraUseLoraInStage2?: boolean
+  onIcLoraUseLoraInStage2Change?: (use: boolean) => void
+  // Resolution tiers for the use_lora_in_stage_2 path (empty until source media loads).
+  icLoraResolutionOptions?: ResolutionOption[]
+  icLoraResolutionKey?: string
+  onIcLoraResolutionKeyChange?: (key: string) => void
+  icLoraResolutionFactor?: number
+  onIcLoraResolutionFactorChange?: (factor: number) => void
+  icLoraAudioMode?: IcLoraAudioMode
+  onIcLoraAudioModeChange?: (mode: IcLoraAudioMode) => void
+  icLoraLoraStrength?: number
+  onIcLoraLoraStrengthChange?: (strength: number) => void
+  icLoraFps?: number | null
+  onIcLoraFpsChange?: (fps: number | null) => void
+  isCatalogIcLora?: boolean
+  advancedIcLoraControls?: boolean
+  // Catalog-declared controls for the selected IC-LoRA, rendered generically by id + kind.
+  controls?: CatalogControl[]
+  controlValues?: Record<string, number | string>
+  onControlChange?: (id: string, value: number | string) => void
+}
+
+export function IcLoraSettingsControls({
+  icLoraCondType,
+  icLoraSelectorValue,
+  icLoraSelectorOptions,
+  onIcLoraSelectorChange,
+  icLoraStrength,
+  onIcLoraStrengthChange,
+  availableIcLoras,
+  icLoraCustomRef,
+  onIcLoraCustomRefChange,
+  icLoraLoraStrength,
+  onIcLoraLoraStrengthChange,
+  isCatalogIcLora,
+  controls,
+  controlValues,
+  onControlChange,
+}: IcLoraControlsProps) {
+  return (
+    <>
+            {/* Unified IC-LoRA selector: canny | depth | [catalog IC-LoRAs] | custom. No tooltip:
+                the options are self-explanatory and the copy was wrong for catalog recipes. */}
+            <SettingsDropdown
+              title="CONDITIONING TYPE"
+              value={icLoraSelectorValue ?? 'canny'}
+              onChange={(v) => onIcLoraSelectorChange?.(v)}
+              options={icLoraSelectorOptions ?? []}
+              trigger={
+                <>
+                  <span className="text-zinc-300 font-medium">{(icLoraSelectorOptions ?? []).find(o => o.value === icLoraSelectorValue)?.label ?? 'Canny Edges'}</span>
+                  <ChevronUp className="h-3 w-3 text-zinc-500" />
+                </>
+              }
+            />
+            {!isCatalogIcLora && icLoraCondType === 'custom' && (
+              <>
+                <div className="w-px h-4 bg-zinc-700 mx-0.5" />
+                <SettingsDropdown
+                  title="IC-LORA"
+                  value={icLoraCustomRef ?? ''}
+                  onChange={(v) => onIcLoraCustomRefChange?.(v || null)}
+                  options={(availableIcLoras ?? []).map(m => ({ value: m.path, label: m.name }))}
+                  trigger={
+                    <>
+                      <span className="text-zinc-300 font-medium truncate max-w-[160px]">
+                        {availableIcLoras?.find(m => m.path === icLoraCustomRef)?.name
+                          ?? (availableIcLoras?.length ? 'Select IC-LoRA' : 'No IC-LoRAs found')}
+                      </span>
+                      <ChevronUp className="h-3 w-3 text-zinc-500" />
+                    </>
+                  }
+                />
+              </>
+            )}
+            {!isCatalogIcLora && (
+              <>
+                <div className="w-px h-4 bg-zinc-700 mx-0.5" />
+                <SettingsDropdown
+                  title="STRENGTH"
+                  tooltip={CONTROL_TOOLTIPS.condStrength}
+                  value={String(icLoraStrength ?? 1.0)}
+                  onChange={(v) => onIcLoraStrengthChange?.(parseFloat(v))}
+                  options={[
+                    { value: '0.5', label: '0.50' },
+                    { value: '0.75', label: '0.75' },
+                    { value: '1', label: '1.00' },
+                    { value: '1.25', label: '1.25' },
+                    { value: '1.5', label: '1.50' },
+                    { value: '2', label: '2.00' },
+                  ]}
+                  trigger={
+                    <>
+                      <span className="text-zinc-500 text-[10px]">STR</span>
+                      <span className="text-zinc-300 font-medium">{(icLoraStrength ?? 1.0).toFixed(2)}</span>
+                      <ChevronUp className="h-3 w-3 text-zinc-500" />
+                    </>
+                  }
+                />
+              </>
+            )}
+            {/* Catalog-declared option controls (duration, …) rendered generically as dropdowns.
+                Structured controls (position_canvas) carry no options and render elsewhere — skip them. */}
+            {isCatalogIcLora && (controls ?? []).filter((c) => c.options != null).map((c) => {
+              const current = controlValues?.[c.id] ?? c.default ?? ''
+              const title = c.label.toUpperCase()
+              return (
+                <Fragment key={c.id}>
+                  <div className="w-px h-4 bg-zinc-700 mx-0.5" />
+                  <SettingsDropdown
+                    title={title}
+                    tooltip={CONTROL_TOOLTIPS[c.id]}
+                    value={String(current)}
+                    onChange={(v) => onControlChange?.(c.id, c.kind === 'int' ? parseInt(v, 10) : v)}
+                    options={(c.options as (number | string)[]).map((o) => ({ value: String(o), label: controlOptionLabel(c, o) }))}
+                    trigger={
+                      <>
+                        <span className="text-zinc-500 text-[10px]">{title}</span>
+                        <span className="text-zinc-300 font-medium">{controlOptionLabel(c, current)}</span>
+                        <ChevronUp className="h-3 w-3 text-zinc-500" />
+                      </>
+                    }
+                  />
+                </Fragment>
+              )
+            })}
+            {/* LoRA strength: a regular control for every IC-LoRA mode (canny/depth/custom/catalog).
+                It scales the adapter merge weight, so it always has an effect. (The advanced knobs —
+                S2/Res/Audio/FPS — live in IcLoraAdvancedPanel beside the prompt bar.) */}
+            <div className="w-px h-4 bg-zinc-700 mx-0.5" />
+            <SettingsDropdown
+              title="LORA STRENGTH"
+              tooltip={CONTROL_TOOLTIPS.loraStrength}
+              value={String(icLoraLoraStrength ?? 1.0)}
+              onChange={(v) => onIcLoraLoraStrengthChange?.(parseFloat(v))}
+              options={[
+                { value: '0.5', label: '0.50' },
+                { value: '0.8', label: '0.80' },
+                { value: '1', label: '1.00' },
+                { value: '1.2', label: '1.20' },
+                { value: '1.5', label: '1.50' },
+                { value: '2', label: '2.00' },
+              ]}
+              trigger={
+                <>
+                  <span className="text-zinc-500 text-[10px]">LORA</span>
+                  <span className="text-zinc-300 font-medium">{(icLoraLoraStrength ?? 1.0).toFixed(2)}</span>
+                  <ChevronUp className="h-3 w-3 text-zinc-500" />
+                </>
+              }
+            />
+    </>
+  )
+}
diff --git a/frontend/components/LogViewer.tsx b/frontend/components/LogViewer.tsx
index de5d677aa..bc85d00c1 100644
--- a/frontend/components/LogViewer.tsx
+++ b/frontend/components/LogViewer.tsx
@@ -1,7 +1,8 @@
 import { useState, useEffect, useRef } from 'react'
-import { X, FolderOpen, RefreshCw, ChevronDown, ChevronUp, Download } from 'lucide-react'
+import { X, FolderOpen, RefreshCw, ChevronDown, ChevronUp, Download, Search } from 'lucide-react'
 import { Button } from './ui/button'
 import { logger } from '../lib/logger'
+import { getBackendCredentials } from '../lib/backend'
 
 interface LogViewerProps {
   isOpen: boolean
@@ -9,19 +10,49 @@ interface LogViewerProps {
   embedded?: boolean
 }
 
+// Wraps every case-insensitive occurrence of `query` in the line with a <mark>,
+// keeping all other text as-is -- marks matches instead of hiding non-matching
+// lines, so surrounding context stays visible while searching.
+function highlightMatches(line: string, query: string): React.ReactNode {
+  if (!query) return line
+  const escaped = query.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+  const parts = line.split(new RegExp(`(${escaped})`, 'gi'))
+  if (parts.length === 1) return line
+  // String.split with a capturing group alternates [text, match, text, match, ...] --
+  // odd indices are always the captured matches.
+  return parts.map((part, i) =>
+    i % 2 === 1
+      ? <mark key={i} className="bg-yellow-500/70 text-black rounded-sm px-0.5">{part}</mark>
+      : <span key={i}>{part}</span>,
+  )
+}
+
 export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps) {
   const [logs, setLogs] = useState<string[]>([])
   const [logPath, setLogPath] = useState('')
   const [isLoading, setIsLoading] = useState(false)
   const [autoScroll, setAutoScroll] = useState(true)
+  const [searchInput, setSearchInput] = useState('')
+  const [searchQuery, setSearchQuery] = useState('')
+  const [tokenCopied, setTokenCopied] = useState(false)
   const logContainerRef = useRef<HTMLDivElement>(null)
+  // Autoscroll doesn't make sense while browsing search matches -- remember
+  // the user's prior preference so clearing the search restores it exactly.
+  const savedAutoScrollRef = useRef<boolean | null>(null)
+
+  // Debounce the raw input so typing doesn't fire an IPC round-trip (a full
+  // untruncated log read while searching) on every keystroke.
+  useEffect(() => {
+    const timer = setTimeout(() => setSearchQuery(searchInput.trim()), 300)
+    return () => clearTimeout(timer)
+  }, [searchInput])
 
   const fetchLogs = async () => {
     if (!window.electronAPI?.getLogs) return
-    
+
     setIsLoading(true)
     try {
-      const result = await window.electronAPI.getLogs()
+      const result = await window.electronAPI.getLogs({ query: searchQuery || undefined })
       setLogs(result.lines || [])
       setLogPath(result.logPath || '')
     } catch (error) {
@@ -32,13 +63,34 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
   }
 
   useEffect(() => {
-    if (isOpen) {
-      fetchLogs()
-      // Auto-refresh every 2 seconds when open
-      const interval = setInterval(fetchLogs, 2000)
-      return () => clearInterval(interval)
+    if (!isOpen) return
+    fetchLogs()
+    // Live-tail only when NOT searching. A search reads the whole session file and
+    // ships every line over IPC (then re-highlights each), so polling that every 2s is a
+    // large CPU/IPC cost for no gain -- results are a point-in-time view. Fetch once per
+    // query change instead (this effect re-runs on searchQuery), and skip the interval.
+    if (searchQuery) return
+    const interval = setInterval(fetchLogs, 2000)
+    return () => clearInterval(interval)
+  }, [isOpen, searchQuery])
+
+  const matchCount = searchQuery
+    ? logs.filter(l => l.toLowerCase().includes(searchQuery.toLowerCase())).length
+    : 0
+
+  useEffect(() => {
+    const isSearching = Boolean(searchQuery)
+    if (isSearching && savedAutoScrollRef.current === null) {
+      savedAutoScrollRef.current = autoScroll
+      setAutoScroll(false)
+    } else if (!isSearching && savedAutoScrollRef.current !== null) {
+      setAutoScroll(savedAutoScrollRef.current)
+      savedAutoScrollRef.current = null
     }
-  }, [isOpen])
+    // autoScroll intentionally excluded -- this only reacts to searchQuery
+    // transitions, not to the manual toggle (which is disabled while searching anyway).
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [searchQuery])
 
   useEffect(() => {
     if (autoScroll && logContainerRef.current) {
@@ -52,6 +104,24 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
     }
   }
 
+  // Copy the backend Bearer token so local QA/perf scripts can authenticate
+  // against the Electron-spawned backend (its token is random per launch).
+  // Surfaced via a semi-hidden control in the footer (see below).
+  const handleCopyToken = async () => {
+    try {
+      const { token } = await getBackendCredentials()
+      if (!token) {
+        logger.error('No backend token available to copy')
+        return
+      }
+      await navigator.clipboard.writeText(token)
+      setTokenCopied(true)
+      setTimeout(() => setTokenCopied(false), 1200)
+    } catch (error) {
+      logger.error(`Failed to copy backend token: ${error}`)
+    }
+  }
+
   const handleDownload = () => {
     const content = logs.join('\n')
     const blob = new Blob([content], { type: 'text/plain' })
@@ -66,7 +136,7 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
   if (!isOpen) return null
 
   const panel = (
-    <div className={`bg-zinc-900 rounded-lg border border-zinc-700 w-full ${embedded ? 'h-full' : 'max-w-4xl h-[80vh]'} flex flex-col`}>
+    <div className={`bg-zinc-900 rounded-lg border border-zinc-700 w-full ${embedded ? 'h-full' : 'max-w-5xl h-[80vh]'} flex flex-col`}>
         {/* Header */}
         <div className="flex items-center justify-between p-4 border-b border-zinc-700">
           <div className="flex items-center gap-3">
@@ -109,8 +179,9 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
               variant="ghost"
               size="sm"
               onClick={() => setAutoScroll(!autoScroll)}
-              className={`${autoScroll ? 'text-blue-400' : 'text-zinc-400'} hover:text-white`}
-              title={autoScroll ? 'Auto-scroll enabled' : 'Auto-scroll disabled'}
+              disabled={Boolean(searchQuery)}
+              className={`${autoScroll ? 'text-blue-400' : 'text-zinc-400'} hover:text-white disabled:opacity-40 disabled:cursor-not-allowed`}
+              title={searchQuery ? 'Auto-scroll disabled while searching' : autoScroll ? 'Auto-scroll enabled' : 'Auto-scroll disabled'}
             >
               {autoScroll ? <ChevronDown className="h-4 w-4" /> : <ChevronUp className="h-4 w-4" />}
             </Button>
@@ -127,6 +198,23 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
           </div>
         </div>
 
+        {/* Search */}
+        <div className="flex items-center gap-2 px-4 py-2 border-b border-zinc-800">
+          <Search className="h-3.5 w-3.5 text-zinc-500 flex-shrink-0" />
+          <input
+            type="text"
+            value={searchInput}
+            onChange={(e) => setSearchInput(e.target.value)}
+            placeholder="Search logs (case-insensitive)..."
+            className="flex-1 bg-transparent text-xs text-zinc-200 placeholder:text-zinc-600 focus:outline-none"
+          />
+          {searchQuery && (
+            <span className="text-xs text-zinc-500 flex-shrink-0">
+              {matchCount} matching line{matchCount === 1 ? '' : 's'}
+            </span>
+          )}
+        </div>
+
         {/* Log content */}
         <div
           ref={logContainerRef}
@@ -153,7 +241,7 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
                 
                 return (
                   <div key={index} className={`${lineClass} whitespace-pre-wrap break-all`}>
-                    {line}
+                    {highlightMatches(line, searchQuery)}
                   </div>
                 )
               })}
@@ -163,8 +251,22 @@ export function LogViewer({ isOpen, onClose, embedded = false }: LogViewerProps)
 
         {/* Footer */}
         <div className="flex items-center justify-between p-3 border-t border-zinc-700 text-xs text-zinc-500">
-          <span>{logs.length} lines (last 200)</span>
-          <span>Auto-refreshing every 2s</span>
+          <span>{logs.length} lines {searchQuery ? '(full session)' : '(last 200)'}</span>
+          <div className="flex items-center gap-3">
+            {/* Semi-hidden: copies the backend Bearer token for local QA/perf scripts
+                (the Electron-spawned backend's token is random per launch). Muted until
+                hover so it stays out of the way. */}
+            <button
+              type="button"
+              onClick={() => void handleCopyToken()}
+              className="font-mono tracking-widest text-zinc-700 hover:text-zinc-300 transition-colors"
+              title="Copy backend auth token"
+              aria-label="Copy backend auth token"
+            >
+              {tokenCopied ? 'copied!' : '•••••'}
+            </button>
+            <span>Auto-refreshing every 2s</span>
+          </div>
         </div>
       </div>
   )
diff --git a/frontend/components/LoraInfoPopover.tsx b/frontend/components/LoraInfoPopover.tsx
new file mode 100644
index 000000000..fb063cbdb
--- /dev/null
+++ b/frontend/components/LoraInfoPopover.tsx
@@ -0,0 +1,108 @@
+import { useId, useRef } from 'react'
+import { Info, ExternalLink } from 'lucide-react'
+import type { components } from '../generated/backend-openapi'
+
+type InstructionSection = NonNullable<components['schemas']['LoraCatalogItem']['instructions']>[number]
+
+const COMMUNITY_DISCLAIMER =
+  'This LoRA was created by a community member, not LTX. LTX does not endorse or take responsibility for community LoRAs. LTX has no control over the LoRA and any claims of any kind should be directed to the creator of the LoRA.'
+
+// Info icon → popover with a LoRA/IC-LoRA's instruction sections + a link to its HF page
+// (derived from repoId, no stored URL). Native popover API: top-layer (escapes the
+// modal's overflow clipping and stacks above the <dialog>), with ESC + click-outside
+// dismiss for free. The popover/popovertarget attrs aren't in @types/react 18.3's JSX
+// yet, so they're declared via cast objects below — but statically, so the element is
+// never rendered without `popover` (setting it post-mount let it flash inline in the row).
+export function LoraInfoPopover({
+  sections,
+  name,
+  repoId,
+  isCommunity = true,
+  maxHeight = '70vh',
+}: {
+  sections: InstructionSection[]
+  name: string
+  repoId?: string
+  // Fail closed: missing affiliation → show disclaimer.
+  isCommunity?: boolean
+  // Caller-tunable cap so the popover scrolls instead of overflowing its container
+  // (e.g. the library modal needs a lower value than it does elsewhere).
+  maxHeight?: string
+}) {
+  const id = useId()
+  const btnRef = useRef<HTMLButtonElement>(null)
+  const popRef = useRef<HTMLDivElement>(null)
+  const showCommunityDisclaimer = isCommunity
+
+  if (sections.length === 0 && !repoId && !showCommunityDisclaimer) return null
+
+  // Native Popover API attrs missing from @types/react 18.3's JSX; cast so they render.
+  const popoverAttrs = { popover: 'auto' } as unknown as React.HTMLAttributes<HTMLDivElement>
+  const triggerAttrs = { popovertarget: id } as unknown as React.ButtonHTMLAttributes<HTMLButtonElement>
+
+
+  // The popover is viewport-fixed in the top layer; anchor it above the trigger on open.
+  const anchor = () => {
+    const btn = btnRef.current, pop = popRef.current
+    if (!btn || !pop) return
+    const r = btn.getBoundingClientRect()
+    pop.style.margin = '0'
+    pop.style.right = 'auto'
+    pop.style.top = 'auto'
+    pop.style.left = `${Math.max(8, r.left)}px`
+    pop.style.bottom = `${window.innerHeight - r.top + 6}px`
+  }
+
+  return (
+    <>
+      <button
+        ref={btnRef}
+        type="button"
+        {...triggerAttrs}
+        onClick={anchor}
+        aria-label={`${name} instructions`}
+        className="rounded p-0.5 text-zinc-400 transition-colors hover:text-white"
+      >
+        <Info className="h-3.5 w-3.5" />
+      </button>
+      <div
+        ref={popRef}
+        id={id}
+        {...popoverAttrs}
+        aria-label={`${name} instructions`}
+        style={{ maxHeight }}
+        className="w-72 overflow-y-auto rounded-lg border border-zinc-700 bg-zinc-900 p-3 text-left text-white shadow-xl"
+      >
+        <div className="mb-1.5 text-xs font-semibold text-white">{name}</div>
+        <div className="flex flex-col gap-2">
+          {sections.map((s, i) => (
+            <div key={i}>
+              <div className="text-[10px] font-semibold uppercase tracking-wider text-zinc-500">{s.title}</div>
+              {Array.isArray(s.body) ? (
+                <ul className="mt-0.5 list-disc pl-4 text-[11px] text-zinc-300">
+                  {s.body.map((b, j) => <li key={j}>{b}</li>)}
+                </ul>
+              ) : (
+                <p className="mt-0.5 text-[11px] text-zinc-300">{s.body}</p>
+              )}
+            </div>
+          ))}
+        </div>
+        {showCommunityDisclaimer && (
+          <p className="mt-2.5 border-t border-zinc-800 pt-2 text-[10px] leading-relaxed text-zinc-500">
+            {COMMUNITY_DISCLAIMER}
+          </p>
+        )}
+        {repoId && (
+          <button
+            type="button"
+            onClick={() => { void window.electronAPI.openHuggingFaceRepo({ repoId }) }}
+            className="mt-2.5 inline-flex items-center gap-1 text-[11px] font-medium text-indigo-400 transition-colors hover:text-indigo-300"
+          >
+            <ExternalLink className="h-3 w-3" /> View on HuggingFace
+          </button>
+        )}
+      </div>
+    </>
+  )
+}
diff --git a/frontend/components/LoraLibraryModal.tsx b/frontend/components/LoraLibraryModal.tsx
new file mode 100644
index 000000000..a145f8da8
--- /dev/null
+++ b/frontend/components/LoraLibraryModal.tsx
@@ -0,0 +1,123 @@
+import { LibraryModal } from './library/LibraryModal'
+import { LibraryItemCard } from './library/LibraryItemCard'
+import { LoraInfoPopover } from './LoraInfoPopover'
+import { useHfAuth } from '../hooks/use-hf-auth'
+import type { LibraryEntry } from '../lib/lora-library'
+
+export type LibraryKind = 'lora' | 'ic-lora'
+
+interface LoraLibraryModalProps {
+  open: boolean
+  onClose: () => void
+  kind: LibraryKind
+  items: LibraryEntry[]
+  selectedId: string | null
+  // Which variant of selectedId is actually active — lets the card badge the exact
+  // installed checkpoint as "Selected" rather than the whole catalog entry.
+  selectedVariantId?: string | null
+  downloadingKey: string | null
+  progress: number
+  downloadError: { key: string; message: string } | null
+  // Transient message (e.g. "still syncing installed files") shown when onSelect returns false.
+  syncError?: string | null
+  onDownload: (id: string, variantId?: string) => void
+  // Returns whether the entry was actually selected — the modal only closes on success.
+  onSelect: (entry: LibraryEntry, variantId?: string) => boolean
+}
+
+// Generic catalog library modal — works for both plain LoRAs and IC-LoRAs. The consumer
+// maps its API/on-disk types into LibraryEntry[]; LibraryModal/LibraryItemCard stay
+// domain-agnostic.
+export function LoraLibraryModal({
+  open, onClose, kind, items, selectedId, selectedVariantId, downloadingKey, progress, downloadError,
+  syncError, onDownload, onSelect,
+}: LoraLibraryModalProps) {
+  // A catalog entry with no download variants has nothing to show a card for.
+  const visibleItems = items.filter(e => (e.variants?.length ?? 0) > 0)
+  // HF "Connect" CTA: shown only when a gated item is visible and we're not signed in.
+  const anyGated = visibleItems.some(e => e.requiresHfLogin)
+  const { hfAuthStatus } = useHfAuth(open && anyGated)
+  const showConnectCta = anyGated && hfAuthStatus !== 'authenticated'
+  const handleConnect = () => {
+    window.dispatchEvent(new CustomEvent('open-settings', { detail: { tab: 'apiKeys' } }))
+    onClose()
+  }
+
+  return (
+    <LibraryModal
+      open={open}
+      onClose={onClose}
+      title={kind === 'ic-lora' ? 'IC-LoRAs' : 'LoRAs'}
+      headerSlot={showConnectCta ? (
+        <button
+          onClick={handleConnect}
+          className="inline-flex items-center gap-1.5 rounded-lg bg-indigo-600 px-3 py-1.5 text-xs font-medium text-white transition-colors hover:bg-indigo-500"
+        >
+          Connect HuggingFace
+        </button>
+      ) : undefined}
+    >
+      {syncError && (
+        <div className="mb-3 rounded-lg border border-amber-500/30 bg-amber-500/10 px-3 py-2 text-xs text-amber-300">
+          {syncError}
+        </div>
+      )}
+      {visibleItems.length === 0 ? (
+        <div className="px-2 py-8 text-center text-xs text-zinc-500">
+          {kind === 'ic-lora' ? 'No IC-LoRAs available.' : 'No LoRAs found. Downloaded and installed LoRAs will appear here.'}
+        </div>
+      ) : (
+        <div className="grid grid-cols-2 gap-3 lg:grid-cols-3">
+          {visibleItems.map(e => {
+            const cardError = !downloadError ? null
+              : (e.requiresHfLogin && hfAuthStatus !== 'authenticated')
+                ? { key: downloadError.key, message: 'Sign in to HuggingFace (top right), then retry.', gated: false }
+                : { ...downloadError, gated: Boolean(e.requiresHfLogin) }
+            return (
+              <LibraryItemCard
+                key={e.id}
+                selected={selectedId === e.id}
+                selectedVariantId={selectedId === e.id ? selectedVariantId : undefined}
+                downloadingKey={downloadingKey}
+                progress={progress}
+                downloadError={cardError}
+                item={{
+                  id: e.id,
+                  title: e.name,
+                  description: e.description || undefined,
+                  sizeBytes: e.sizeBytes,
+                  downloaded: e.downloaded,
+                  thumbnailUrl: e.thumbnailUrl,
+                  demoVideoUrl: e.demoVideoUrl,
+                  author: e.author,
+                  license: e.license,
+                  requiresHfLogin: e.requiresHfLogin,
+                  variants: e.variants?.map(v => ({
+                    id: v.id,
+                    label: v.label,
+                    sizeBytes: v.sizeBytes,
+                    downloaded: e.downloadedVariantIds?.includes(v.id),
+                  })),
+                  defaultVariantId: e.defaultVariantId,
+                }}
+                infoSlot={(
+                  <LoraInfoPopover
+                    sections={e.instructions ?? []}
+                    name={e.name}
+                    repoId={e.repoId}
+                    isCommunity={e.author?.affiliation !== 'ltx'}
+                    maxHeight="45vh"
+                  />
+                )}
+                onDownload={onDownload}
+                onRetry={onDownload}
+                onRequestAccess={() => { if (e.repoId) void window.electronAPI.openHuggingFaceRepo({ repoId: e.repoId }) }}
+                onUse={(_id, variantId) => { if (onSelect(e, variantId)) onClose() }}
+              />
+            )
+          })}
+        </div>
+      )}
+    </LibraryModal>
+  )
+}
diff --git a/frontend/components/LtxUpgradePrompt.tsx b/frontend/components/LtxUpgradePrompt.tsx
index a49ec3238..df5beafd6 100644
--- a/frontend/components/LtxUpgradePrompt.tsx
+++ b/frontend/components/LtxUpgradePrompt.tsx
@@ -1,18 +1,17 @@
-import { useCallback, useEffect, useMemo, useState } from 'react'
-import { AlertCircle, ArrowUpRight, Download, Loader2, Sparkles, X } from 'lucide-react'
+import { useCallback, useEffect, useState } from 'react'
+import { AlertCircle, Download, Loader2, Sparkles, X } from 'lucide-react'
 import { ApiClient, type ApiSuccessOf } from '../lib/api-client'
 import { logger } from '../lib/logger'
-import { useHfAuth } from '../hooks/use-hf-auth'
-import { useHfModelAccess } from '../hooks/use-hf-model-access'
 import { Button } from './ui/button'
 import './LtxUpgradePrompt.css'
 
 type UpgradeRecommendation = Extract<ApiSuccessOf<'getLtxRecommendation'>, { status: 'upgrade' }>
-const EMPTY_MODEL_TYPES: Parameters<typeof useHfModelAccess>[0] = []
 
 interface LtxUpgradePromptProps {
   recommendation: UpgradeRecommendation
   onClose: () => void
+  // Dismiss permanently for this model id (persisted), so the prompt doesn't return for it.
+  onDontShowAgain: () => void
   onComplete: () => Promise<void> | void
 }
 
@@ -25,6 +24,7 @@ function formatCheckpointId(cpId: string): string {
 export function LtxUpgradePrompt({
   recommendation,
   onClose,
+  onDontShowAgain,
   onComplete,
 }: LtxUpgradePromptProps) {
   const [wantsUpgrade, setWantsUpgrade] = useState(false)
@@ -34,32 +34,15 @@ export function LtxUpgradePrompt({
     null,
   )
   const [errorMessage, setErrorMessage] = useState<string | null>(null)
+  // Default to reclaiming disk (base models are tens of GB); unchecking keeps the old
+  // version installed so it stays selectable in the Settings version manager.
+  const [deleteOld, setDeleteOld] = useState(true)
 
-  const isPreflightPhase = wantsUpgrade && phase === 'idle'
-  const authEnabled = isPreflightPhase
-  const { hfAuthStatus, hfAuthPolling, startHuggingFaceLogin } = useHfAuth(authEnabled)
-  const { accessMap, allAuthorized, checking } = useHfModelAccess(
-    authEnabled && hfAuthStatus === 'authenticated' ? recommendation.cps_to_download : EMPTY_MODEL_TYPES,
-    hfAuthStatus,
-  )
-
+  const hasOldToDelete = recommendation.cps_to_delete.length > 0
   const canClose = phase === 'idle'
-  const needsHfAuth = isPreflightPhase && hfAuthStatus !== 'authenticated'
-  const unauthorizedRepos = useMemo(
-    () => Object.entries(accessMap).filter(([, status]) => status === 'not_authorized'),
-    [accessMap],
-  )
-  const isAccessPending =
-    isPreflightPhase
-    && hfAuthStatus === 'authenticated'
-    && (checking || (Object.keys(accessMap).length === 0 && !allAuthorized))
-  const needsModelAccess = isPreflightPhase && unauthorizedRepos.length > 0
-  const canStartUpgrade =
-    isPreflightPhase
-    && phase === 'idle'
-    && hfAuthStatus === 'authenticated'
-    && !checking
-    && allAuthorized
+  // LTX base-model checkpoints are public on Hugging Face, so the upgrade download needs no
+  // sign-in or model-access acceptance — once the user opts in, it can start immediately.
+  const canStartUpgrade = wantsUpgrade && phase === 'idle'
 
   const runningProgress = downloadProgress?.status === 'downloading' ? downloadProgress : null
   const totalProgress = runningProgress?.total_progress ?? (phase === 'finishing' ? 100 : 0)
@@ -102,7 +85,7 @@ export function LtxUpgradePrompt({
 
       if (progress.status === 'complete') {
         setPhase('finishing')
-        if (recommendation.cps_to_delete.length > 0) {
+        if (deleteOld && recommendation.cps_to_delete.length > 0) {
           const deleteResult = await ApiClient.deleteModels({ cp_ids: recommendation.cps_to_delete })
           if (!deleteResult.ok) {
             logger.error(`Failed finalizing LTX upgrade: ${deleteResult.error.message}`)
@@ -114,6 +97,11 @@ export function LtxUpgradePrompt({
         }
         try {
           await onComplete()
+          if (cancelled) return
+          // Reset to idle rather than waiting for the parent's refresh to flip away from 'upgrade'
+          // — if the active model isn't flipped yet we'd otherwise be stuck on "Finishing up...".
+          setPhase('idle')
+          onClose()
         } catch (e) {
           logger.error(`Failed finalizing LTX upgrade: ${e}`)
           if (cancelled) return
@@ -132,7 +120,7 @@ export function LtxUpgradePrompt({
       cancelled = true
       clearInterval(interval)
     }
-  }, [downloadSessionId, onComplete, phase, recommendation.cps_to_delete])
+  }, [deleteOld, downloadSessionId, onClose, onComplete, phase, recommendation.cps_to_delete])
 
   const handleStartUpgrade = useCallback(async () => {
     if (!canStartUpgrade) return
@@ -193,24 +181,51 @@ export function LtxUpgradePrompt({
             </div>
 
             {canClose && (
-              <button
-                type="button"
-                onClick={onClose}
-                className="rounded-full p-2 text-blue-100/55 transition-colors hover:bg-white/5 hover:text-white"
-                aria-label="Close LTX upgrade prompt"
-              >
-                <X className="h-4 w-4" />
-              </button>
+              <div className="flex items-center gap-1">
+                <button
+                  type="button"
+                  onClick={onDontShowAgain}
+                  className="rounded-full px-3 py-1.5 text-xs text-blue-100/55 transition-colors hover:bg-white/5 hover:text-white"
+                >
+                  Don't show again
+                </button>
+                <button
+                  type="button"
+                  onClick={onClose}
+                  className="rounded-full p-2 text-blue-100/55 transition-colors hover:bg-white/5 hover:text-white"
+                  aria-label="Close LTX upgrade prompt"
+                >
+                  <X className="h-4 w-4" />
+                </button>
+              </div>
             )}
           </div>
 
           <div className="mt-6 rounded-[24px] border border-blue-400/16 bg-[linear-gradient(145deg,rgba(10,14,22,0.98),rgba(5,8,14,0.96))] p-5 sm:p-6">
-            <p className="text-lg font-semibold leading-snug text-blue-50 sm:text-[22px]">
-              {recommendation.upgrade_message ?? 'A better LTX checkpoint is ready for this install.'}
-            </p>
-            <p className="mt-3 max-w-[44ch] text-sm leading-relaxed text-blue-100/72">
-              Your previous checkpoint files will be removed from disk once download completes.
-            </p>
+            {recommendation.upgrade_message ? (
+              <>
+                <p className="text-lg font-semibold leading-snug text-blue-50 sm:text-[22px]">What's new in this version</p>
+                <ul className="mt-3 space-y-1.5">
+                  {recommendation.upgrade_message.split('\n').map((line) => line.trim()).filter(Boolean).map((line, i) => (
+                    <li key={i} className="flex gap-2 text-sm leading-relaxed text-blue-100/82">
+                      <span className="mt-0.5 text-blue-300/70">•</span>
+                      <span>{line}</span>
+                    </li>
+                  ))}
+                </ul>
+              </>
+            ) : (
+              <p className="text-lg font-semibold leading-snug text-blue-50 sm:text-[22px]">
+                A better LTX checkpoint is ready for this install.
+              </p>
+            )}
+            {hasOldToDelete && (
+              <p className="mt-3 max-w-[44ch] text-sm leading-relaxed text-blue-100/72">
+                {deleteOld
+                  ? 'Your previous checkpoint will be removed from disk once the download completes.'
+                  : 'Your previous checkpoint will be kept — switch between versions anytime in Settings → Models.'}
+              </p>
+            )}
 
             <label className="mt-5 flex cursor-pointer items-center gap-3 rounded-2xl border border-blue-400/12 bg-black/35 px-4 py-3 text-sm text-blue-50/92 transition-colors hover:border-blue-300/22">
               <input
@@ -222,89 +237,23 @@ export function LtxUpgradePrompt({
               />
               <span className="font-medium">I want this!</span>
             </label>
+
+            {wantsUpgrade && hasOldToDelete && (
+              <label className="mt-3 flex cursor-pointer items-center gap-3 rounded-2xl border border-blue-400/12 bg-black/35 px-4 py-3 text-sm text-blue-50/92 transition-colors hover:border-blue-300/22">
+                <input
+                  type="checkbox"
+                  checked={deleteOld}
+                  onChange={(event) => setDeleteOld(event.target.checked)}
+                  disabled={!canClose}
+                  className="h-4 w-4 rounded border-blue-300/40 bg-slate-950 text-blue-500 focus:ring-blue-400"
+                />
+                <span className="font-medium">Delete the previous checkpoint to free up disk space</span>
+              </label>
+            )}
           </div>
 
           {wantsUpgrade && (
             <div className="mt-5 space-y-4">
-              {needsHfAuth && (
-                <div className="rounded-2xl border border-blue-400/12 bg-[#060b14] p-5">
-                  <div className="flex items-start justify-between gap-4">
-                    <div>
-                      <h3 className="text-sm font-semibold text-white">Connect Hugging Face</h3>
-                      <p className="mt-1 text-sm text-blue-100/70">
-                        Sign in to download this checkpoint upgrade from Hugging Face.
-                      </p>
-                    </div>
-                    <div className="rounded-full border border-blue-400/15 bg-blue-500/10 px-2.5 py-1 text-[11px] font-medium text-blue-200">
-                      Required
-                    </div>
-                  </div>
-
-                  <div className="mt-4">
-                    <Button
-                      onClick={() => {
-                        void startHuggingFaceLogin()
-                      }}
-                      disabled={hfAuthPolling}
-                      className="bg-blue-600 text-white hover:bg-blue-500"
-                    >
-                      {hfAuthPolling ? (
-                        <>
-                          <Loader2 className="mr-2 h-4 w-4 animate-spin" />
-                          Waiting for sign in...
-                        </>
-                      ) : (
-                        'Sign in with Hugging Face'
-                      )}
-                    </Button>
-                  </div>
-                </div>
-              )}
-
-              {isAccessPending && (
-                <div className="rounded-2xl border border-blue-400/12 bg-[#060b14] p-5">
-                  <div className="flex items-center gap-3 text-sm text-blue-100/78">
-                    <Loader2 className="h-4 w-4 animate-spin text-blue-300" />
-                    Checking Hugging Face model access...
-                  </div>
-                </div>
-              )}
-
-              {needsModelAccess && (
-                <div className="rounded-2xl border border-blue-400/12 bg-[#060b14] p-5">
-                  <div className="flex items-start justify-between gap-4">
-                    <div>
-                      <h3 className="text-sm font-semibold text-white">Accept model access</h3>
-                      <p className="mt-1 text-sm text-blue-100/70">
-                        Accept the Hugging Face license for these repos before starting the upgrade.
-                      </p>
-                    </div>
-                    <div className="rounded-full border border-amber-400/18 bg-amber-500/10 px-2.5 py-1 text-[11px] font-medium text-amber-200">
-                      Action needed
-                    </div>
-                  </div>
-
-                  <div className="mt-4 space-y-2.5">
-                    {unauthorizedRepos.map(([repoId]) => (
-                      <div
-                        key={repoId}
-                        className="flex items-center justify-between gap-3 rounded-2xl border border-blue-400/10 bg-black/35 px-4 py-3"
-                      >
-                        <span className="min-w-0 truncate text-xs text-blue-100/75">{repoId}</span>
-                        <button
-                          type="button"
-                          onClick={() => window.electronAPI.openHuggingFaceRepo({ repoId })}
-                          className="inline-flex shrink-0 items-center gap-1 text-xs font-medium text-blue-300 transition-colors hover:text-blue-200"
-                        >
-                          Open repo
-                          <ArrowUpRight className="h-3.5 w-3.5" />
-                        </button>
-                      </div>
-                    ))}
-                  </div>
-                </div>
-              )}
-
               {canStartUpgrade && (
                 <div className="ltx-upgrade-reveal rounded-2xl border border-blue-400/12 bg-[#060b14] p-5">
                   <div className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
@@ -312,7 +261,8 @@ export function LtxUpgradePrompt({
                       <p className="text-sm font-semibold text-white">Ready when you are</p>
                       <p className="mt-1 text-sm text-blue-100/72">
                         This will download {recommendation.cps_to_download.length} checkpoint
-                        {recommendation.cps_to_download.length === 1 ? '' : 's'} and swap out the old primary model.
+                        {recommendation.cps_to_download.length === 1 ? '' : 's'}
+                        {hasOldToDelete && deleteOld ? ' and remove the old one.' : '.'}
                       </p>
                     </div>
                     <Button
@@ -339,7 +289,7 @@ export function LtxUpgradePrompt({
                   </h3>
                   <p className="mt-1 text-sm text-blue-100/70">
                     {phase === 'finishing'
-                      ? 'Cleaning up the previous checkpoint files.'
+                      ? (deleteOld && hasOldToDelete ? 'Cleaning up the previous checkpoint files.' : 'Finalizing the upgrade.')
                       : 'Keep this window open while the new checkpoint is downloaded.'}
                   </p>
                 </div>
diff --git a/frontend/components/OutpaintCanvasEditor.tsx b/frontend/components/OutpaintCanvasEditor.tsx
new file mode 100644
index 000000000..8eb035cfb
--- /dev/null
+++ b/frontend/components/OutpaintCanvasEditor.tsx
@@ -0,0 +1,187 @@
+import { useCallback } from 'react'
+
+export interface OutpaintPads {
+  left: number
+  right: number
+  top: number
+  bottom: number
+}
+
+interface OutpaintCanvasEditorProps {
+  // Source video dimensions in pixels (the silhouette, fixed — never resized).
+  sourceWidth: number
+  sourceHeight: number
+  value: OutpaintPads
+  onChange: (pads: OutpaintPads) => void
+}
+
+// Square display box for the editor. The source sits centred; the output frame grows around it.
+const STAGE = 260
+// Aspect-ratio quick-snaps: expand the deficient axis to hit the ratio, centred. null = reset.
+const PRESETS: { id: string; label: string; ratio: number | null }[] = [
+  { id: 'reset', label: 'Reset', ratio: null },
+  { id: '16:9', label: '16:9', ratio: 16 / 9 },
+  { id: '1:1', label: '1:1', ratio: 1 },
+  { id: '9:16', label: '9:16', ratio: 9 / 16 },
+  { id: '21:9', label: '21:9', ratio: 21 / 9 },
+]
+
+const clamp = (v: number, lo: number, hi: number) => Math.max(lo, Math.min(hi, v))
+const toEven = (v: number) => v + (v % 2)
+
+// Handles: each names the edge(s) it moves ('l'/'r'/'t'/'b'). Corners move two.
+const HANDLES = ['tl', 't', 'tr', 'l', 'r', 'bl', 'b', 'br'] as const
+type Handle = (typeof HANDLES)[number]
+
+export function OutpaintCanvasEditor({ sourceWidth, sourceHeight, value, onChange }: OutpaintCanvasEditorProps) {
+  // Cap = +100% per axis, so the max canvas is 3× the source on each side. Fit that into the stage.
+  const scale = Math.min(STAGE / (3 * sourceWidth), STAGE / (3 * sourceHeight))
+  const stageW = 3 * sourceWidth * scale
+  const stageH = 3 * sourceHeight * scale
+
+  const srcLeft = stageW / 2 - (sourceWidth * scale) / 2
+  const srcTop = stageH / 2 - (sourceHeight * scale) / 2
+  const frameLeft = srcLeft - value.left * scale
+  const frameTop = srcTop - value.top * scale
+  const frameW = (sourceWidth + value.left + value.right) * scale
+  const frameH = (sourceHeight + value.top + value.bottom) * scale
+
+  const outW = toEven(sourceWidth + value.left + value.right)
+  const outH = toEven(sourceHeight + value.top + value.bottom)
+
+  const startDrag = useCallback(
+    (e: React.PointerEvent, handle: Handle) => {
+      e.preventDefault()
+      e.stopPropagation()
+      const startX = e.clientX
+      const startY = e.clientY
+      const start = { ...value }
+      const move = (ev: PointerEvent) => {
+        const dx = (ev.clientX - startX) / scale
+        const dy = (ev.clientY - startY) / scale
+        const next = { ...start }
+        // Dragging the left/top edge outward (negative delta) grows that pad; clamp to [0, source axis].
+        if (handle.includes('l')) next.left = clamp(Math.round(start.left - dx), 0, sourceWidth)
+        if (handle.includes('r')) next.right = clamp(Math.round(start.right + dx), 0, sourceWidth)
+        if (handle.includes('t')) next.top = clamp(Math.round(start.top - dy), 0, sourceHeight)
+        if (handle.includes('b')) next.bottom = clamp(Math.round(start.bottom + dy), 0, sourceHeight)
+        onChange(next)
+      }
+      const up = () => {
+        window.removeEventListener('pointermove', move)
+        window.removeEventListener('pointerup', up)
+      }
+      window.addEventListener('pointermove', move)
+      window.addEventListener('pointerup', up)
+    },
+    [value, scale, sourceWidth, sourceHeight, onChange],
+  )
+
+  const applyPreset = useCallback(
+    (ratio: number | null) => {
+      if (ratio === null) {
+        onChange({ left: 0, right: 0, top: 0, bottom: 0 })
+        return
+      }
+      const current = sourceWidth / sourceHeight
+      if (current < ratio) {
+        // Too tall for the ratio → widen. Cap each side at +100% (total extra ≤ 2× width).
+        const extra = clamp(Math.round(sourceHeight * ratio) - sourceWidth, 0, 2 * sourceWidth)
+        const half = Math.round(extra / 2)
+        onChange({ left: half, right: extra - half, top: 0, bottom: 0 })
+      } else {
+        // Too wide → heighten.
+        const extra = clamp(Math.round(sourceWidth / ratio) - sourceHeight, 0, 2 * sourceHeight)
+        const half = Math.round(extra / 2)
+        onChange({ left: 0, right: 0, top: half, bottom: extra - half })
+      }
+    },
+    [sourceWidth, sourceHeight, onChange],
+  )
+
+  // A ratio is reachable only if the +100%-per-axis cap can grow the deficient axis far enough.
+  const isPresetReachable = (ratio: number | null): boolean => {
+    if (ratio === null) return true
+    const current = sourceWidth / sourceHeight
+    return current < ratio
+      ? Math.round(sourceHeight * ratio) - sourceWidth <= 2 * sourceWidth
+      : Math.round(sourceWidth / ratio) - sourceHeight <= 2 * sourceHeight
+  }
+
+  // Handle display position (centre point) on the frame border, in stage coordinates.
+  const handlePos = (h: Handle): { x: number; y: number } => {
+    const midX = frameLeft + frameW / 2
+    const midY = frameTop + frameH / 2
+    const left = frameLeft
+    const right = frameLeft + frameW
+    const top = frameTop
+    const bottom = frameTop + frameH
+    switch (h) {
+      case 'tl': return { x: left, y: top }
+      case 't': return { x: midX, y: top }
+      case 'tr': return { x: right, y: top }
+      case 'l': return { x: left, y: midY }
+      case 'r': return { x: right, y: midY }
+      case 'bl': return { x: left, y: bottom }
+      case 'b': return { x: midX, y: bottom }
+      case 'br': return { x: right, y: bottom }
+    }
+  }
+  const handleCursor: Record<Handle, string> = {
+    tl: 'nwse-resize', t: 'ns-resize', tr: 'nesw-resize', l: 'ew-resize',
+    r: 'ew-resize', bl: 'nesw-resize', b: 'ns-resize', br: 'nwse-resize',
+  }
+
+  return (
+    <div className="flex-1 flex flex-col min-h-0 bg-black">
+      <div className="flex-1 flex items-center justify-center min-h-0 p-3">
+        <div className="relative" style={{ width: stageW, height: stageH }}>
+          {/* Output frame: the green-filled generate region around the source. */}
+          <div
+            className="absolute border border-emerald-500/60 bg-emerald-500/10"
+            style={{ left: frameLeft, top: frameTop, width: frameW, height: frameH }}
+          />
+          {/* Source silhouette (kept region) — fixed size, centred. */}
+          <div
+            className="absolute bg-zinc-400/80 border border-zinc-300"
+            style={{ left: srcLeft, top: srcTop, width: sourceWidth * scale, height: sourceHeight * scale }}
+          />
+          {HANDLES.map((h) => {
+            const { x, y } = handlePos(h)
+            return (
+              <div
+                key={h}
+                onPointerDown={(e) => startDrag(e, h)}
+                className="absolute w-2.5 h-2.5 -ml-1.5 -mt-1.5 rounded-sm bg-white border border-zinc-500 shadow"
+                style={{ left: x, top: y, cursor: handleCursor[h], touchAction: 'none' }}
+              />
+            )
+          })}
+        </div>
+      </div>
+      <div className="px-3 py-2 border-t border-zinc-800 flex items-center justify-between gap-2 flex-wrap">
+        <div className="flex items-center gap-1">
+          {PRESETS.map((p) => {
+            // Unreachable presets stay clickable but cap-to-closest (applyPreset clamps to the
+            // +100% extend cap) — marked with a · and a tooltip so it's not a silent wrong ratio.
+            const capped = !isPresetReachable(p.ratio)
+            return (
+              <button
+                key={p.id}
+                onClick={() => applyPreset(p.ratio)}
+                title={capped ? 'Limited by the +100% expand cap — lands at the closest ratio' : undefined}
+                className="px-2 py-0.5 rounded text-[10px] text-zinc-400 hover:text-white hover:bg-zinc-800 border border-zinc-700 transition-colors"
+              >
+                {p.label}
+                {capped && <span className="text-amber-500/80">·</span>}
+              </button>
+            )
+          })}
+        </div>
+        <span className="text-[10px] text-zinc-500 tabular-nums">
+          {sourceWidth}×{sourceHeight} → {outW}×{outH}
+        </span>
+      </div>
+    </div>
+  )
+}
diff --git a/frontend/components/RetakePanel.tsx b/frontend/components/RetakePanel.tsx
index 9d5a52e25..337943cb8 100644
--- a/frontend/components/RetakePanel.tsx
+++ b/frontend/components/RetakePanel.tsx
@@ -1,7 +1,6 @@
 import React, { useState, useRef, useEffect, useCallback } from 'react'
-import { Film, Play, Pause, Volume2, VolumeX, Loader2, Upload, Trash2, RefreshCw } from 'lucide-react'
-import { logger } from '../lib/logger'
-import { pathToFileUrl } from '../lib/file-url'
+import { VideoPreviewPanel, formatTimecode, type VideoPreviewContext } from './VideoPreviewPanel'
+import { validateVideoSource } from '../lib/video-constraints'
 
 interface RetakePanelProps {
   initialVideoPath?: string | null
@@ -10,24 +9,20 @@ interface RetakePanelProps {
   isProcessing?: boolean
   processingStatus?: string
   fillHeight?: boolean
+  enforceApiConstraints?: boolean
   onChange?: (data: {
     videoPath: string | null
     startTime: number
     duration: number
     videoDuration: number
+    width: number
+    height: number
     ready: boolean
   }) => void
 }
 
 const MIN_DURATION = 2
 
-function formatTimecode(seconds: number): string {
-  const m = Math.floor(seconds / 60)
-  const s = seconds % 60
-  return `${String(m).padStart(2, '0')}:${s.toFixed(2).padStart(5, '0')}`
-}
-
-
 export function RetakePanel({
   initialVideoPath,
   initialDuration,
@@ -35,212 +30,91 @@ export function RetakePanel({
   isProcessing = false,
   processingStatus = '',
   fillHeight = false,
+  enforceApiConstraints = true,
   onChange,
 }: RetakePanelProps) {
   const videoRef = useRef<HTMLVideoElement>(null)
   const filmstripRef = useRef<HTMLDivElement>(null)
+
   const [videoPath, setVideoPath] = useState<string | null>(initialVideoPath || null)
-  const videoUrl = videoPath ? pathToFileUrl(videoPath) : null
   const [videoDuration, setVideoDuration] = useState<number>(initialDuration || 0)
-
-  const [isPlaying, setIsPlaying] = useState(false)
-  const [isMuted, setIsMuted] = useState(false)
-  const [currentTime, setCurrenTime] = useState(0)
-  const [isDragOver, setIsDragOver] = useState(false)
+  const [dimensions, setDimensions] = useState<{ width: number; height: number }>({ width: 0, height: 0 })
 
   const [selStart, setSelStart] = useState(0)
-  const [selEnd, setSelEnd] = useState(Math.min(videoDuration || 0, 5))
+  const [selEnd, setSelEnd] = useState(Math.min(initialDuration || 0, 5))
   const [draggingHandle, setDraggingHandle] = useState<'start' | 'end' | 'range' | null>(null)
+  // Read synchronously by the filmstrip click guard. Stays true through the click the
+  // browser fires right after a drag-release mouseup (cleared on the next tick), so
+  // releasing a trim drag over the strip doesn't jump the playhead.
+  const draggingRef = useRef(false)
   const dragStartRef = useRef<{ mouseX: number; selStart: number; selEnd: number } | null>(null)
   const initialSelectionAppliedRef = useRef(false)
 
-  const [thumbnails, setThumbnails] = useState<string[]>([])
-  const [thumbCount] = useState(20)
-  const extractingRef = useRef(false)
-
   useEffect(() => {
     if (resetKey === undefined) return
-    setVideoPath(initialVideoPath || null)
-    setVideoDuration(initialDuration || 0)
-    setIsPlaying(false)
-    setCurrenTime(0)
     setSelStart(0)
     setSelEnd(Math.min(initialDuration || 0, 5))
-    setThumbnails([])
-    extractingRef.current = false
     initialSelectionAppliedRef.current = false
-  }, [resetKey, initialVideoPath, initialDuration])
+  }, [resetKey, initialDuration])
 
-  useEffect(() => {
-    if (!videoUrl) {
-      setVideoDuration(0)
-      setIsPlaying(false)
-      setCurrenTime(0)
+  const handleSourceChange = useCallback((data: { videoPath: string | null; videoDuration: number; width: number; height: number }) => {
+    setVideoPath(data.videoPath)
+    setVideoDuration(data.videoDuration)
+    setDimensions({ width: data.width, height: data.height })
+    if (!data.videoPath) {
       setSelStart(0)
       setSelEnd(0)
-      setThumbnails([])
-      extractingRef.current = false
       initialSelectionAppliedRef.current = false
-      return
     }
-    initialSelectionAppliedRef.current = false
-  }, [videoUrl, initialDuration])
+  }, [])
 
+  const sourceError = enforceApiConstraints && videoPath
+    ? validateVideoSource({ width: dimensions.width, height: dimensions.height, duration: videoDuration })
+    : null
+
+  // Apply the default selection once the source duration is known.
   useEffect(() => {
-    if (!videoUrl || videoDuration <= 0 || initialSelectionAppliedRef.current) return
+    if (!videoPath || videoDuration <= 0 || initialSelectionAppliedRef.current) return
     setSelStart(0)
     setSelEnd(Math.min(videoDuration, 5))
     initialSelectionAppliedRef.current = true
-  }, [videoDuration, videoUrl])
+  }, [videoDuration, videoPath])
 
   useEffect(() => {
-    const ready = !!videoPath && (selEnd - selStart) >= MIN_DURATION
+    const ready = !!videoPath && (selEnd - selStart) >= MIN_DURATION && !sourceError
     onChange?.({
       videoPath,
       startTime: selStart,
       duration: selEnd - selStart,
       videoDuration,
+      width: dimensions.width,
+      height: dimensions.height,
       ready,
     })
-  }, [videoUrl, videoPath, selStart, selEnd, videoDuration, onChange])
-
-  useEffect(() => {
-    if (!videoUrl || extractingRef.current || videoDuration <= 0) return
-    extractingRef.current = true
-
-    const extractThumbnails = async () => {
-      const video = document.createElement('video')
-      video.crossOrigin = 'anonymous'
-      video.preload = 'auto'
-      video.muted = true
-      video.src = videoUrl
-
-      await new Promise<void>((resolve, reject) => {
-        video.onloadeddata = () => resolve()
-        video.onerror = () => reject(new Error('Failed to load video for thumbnails'))
-        setTimeout(() => reject(new Error('Timeout loading video')), 10000)
-      })
-
-      const canvas = document.createElement('canvas')
-      const ctx = canvas.getContext('2d')!
-      const thumbWidth = 80
-      const thumbHeight = Math.round(thumbWidth * (video.videoHeight / video.videoWidth))
-      canvas.width = thumbWidth
-      canvas.height = thumbHeight
-
-      const frames: string[] = []
-      const count = Math.min(thumbCount, Math.max(5, Math.floor(videoDuration / 0.25)))
-
-      for (let i = 0; i < count; i++) {
-        const seekTime = (i / count) * videoDuration
-        video.currentTime = seekTime
-        await new Promise<void>(resolve => {
-          video.onseeked = () => resolve()
-          setTimeout(resolve, 500)
-        })
-        ctx.drawImage(video, 0, 0, thumbWidth, thumbHeight)
-        frames.push(canvas.toDataURL('image/jpeg', 0.6))
-      }
-
-      video.src = ''
-      video.load()
-      setThumbnails(frames)
-    }
-
-    extractThumbnails().catch(err => {
-      logger.warn(`Filmstrip extraction failed: ${err}`)
-    })
-  }, [videoUrl, videoDuration, thumbCount])
-
-  useEffect(() => {
-    const video = videoRef.current
-    if (!video) return
-    const handler = () => setCurrenTime(video.currentTime)
-    const onLoaded = () => {
-      if ((initialDuration || 0) <= 0 && video.duration && Number.isFinite(video.duration)) {
-        setVideoDuration(video.duration)
-      }
-    }
-    video.addEventListener('timeupdate', handler)
-    video.addEventListener('loadedmetadata', onLoaded)
-    return () => {
-      video.removeEventListener('timeupdate', handler)
-      video.removeEventListener('loadedmetadata', onLoaded)
-    }
-  }, [videoUrl])
-
-  const togglePlay = useCallback(() => {
-    const video = videoRef.current
-    if (!video) return
-    if (video.paused) {
-      video.play()
-      setIsPlaying(true)
-    } else {
-      video.pause()
-      setIsPlaying(false)
-    }
-  }, [])
-
-  const toggleMute = useCallback(() => {
-    const video = videoRef.current
-    if (!video) return
-    video.muted = !video.muted
-    setIsMuted(video.muted)
-  }, [])
+  }, [videoPath, selStart, selEnd, videoDuration, dimensions, sourceError, onChange])
 
+  // Retake-specific keyboard: set in/out points to the playhead.
   useEffect(() => {
     const handler = (e: KeyboardEvent) => {
       if (e.target instanceof HTMLInputElement || e.target instanceof HTMLTextAreaElement) return
       const key = e.key.toLowerCase()
       const video = videoRef.current
-
-      if (key === ' ') {
-        e.preventDefault()
-        e.stopPropagation()
-        togglePlay()
-      } else if (key === 'i') {
+      if (!video) return
+      if (key === 'i') {
         e.preventDefault()
         e.stopPropagation()
-        if (video) {
-          const t = video.currentTime
-          if (t < selEnd - MIN_DURATION) setSelStart(t)
-        }
+        const t = video.currentTime
+        if (t < selEnd - MIN_DURATION) setSelStart(t)
       } else if (key === 'o') {
         e.preventDefault()
         e.stopPropagation()
-        if (video) {
-          const t = video.currentTime
-          if (t > selStart + MIN_DURATION) setSelEnd(t)
-        }
-      } else if (key === 'arrowleft') {
-        e.preventDefault()
-        e.stopPropagation()
-        if (video) {
-          video.pause()
-          setIsPlaying(false)
-          video.currentTime = Math.max(0, video.currentTime - 1 / 24)
-        }
-      } else if (key === 'arrowright') {
-        e.preventDefault()
-        e.stopPropagation()
-        if (video) {
-          video.pause()
-          setIsPlaying(false)
-          video.currentTime = Math.min(videoDuration, video.currentTime + 1 / 24)
-        }
-      } else if (key === 'j' || key === 'k' || key === 'l') {
-        e.preventDefault()
-        e.stopPropagation()
-        if (key === 'k') {
-          if (video) { video.pause(); setIsPlaying(false) }
-        } else if (key === 'l') {
-          if (video) { video.play(); setIsPlaying(true) }
-        }
+        const t = video.currentTime
+        if (t > selStart + MIN_DURATION) setSelEnd(t)
       }
     }
     window.addEventListener('keydown', handler, true)
     return () => window.removeEventListener('keydown', handler, true)
-  }, [togglePlay, selStart, selEnd, videoDuration])
+  }, [selStart, selEnd])
 
   const selStartRef = useRef(selStart)
   selStartRef.current = selStart
@@ -251,6 +125,7 @@ export function RetakePanel({
     e.preventDefault()
     e.stopPropagation()
     dragStartRef.current = { mouseX: e.clientX, selStart: selStartRef.current, selEnd: selEndRef.current }
+    draggingRef.current = true
     setDraggingHandle(handle)
   }, [])
 
@@ -289,6 +164,9 @@ export function RetakePanel({
     const handleMouseUp = () => {
       setDraggingHandle(null)
       dragStartRef.current = null
+      // Clear on the next tick so the click synthesized from this mouseup still sees the
+      // drag in progress and is suppressed by the filmstrip seek guard.
+      setTimeout(() => { draggingRef.current = false }, 0)
     }
 
     window.addEventListener('mousemove', handleMouseMove)
@@ -299,300 +177,103 @@ export function RetakePanel({
     }
   }, [draggingHandle, videoDuration])
 
-  const handleFilmstripClick = useCallback((e: React.MouseEvent) => {
-    if (draggingHandle) return
-    const strip = filmstripRef.current
-    const video = videoRef.current
-    if (!strip || !video) return
-    const rect = strip.getBoundingClientRect()
-    const fraction = Math.max(0, Math.min(1, (e.clientX - rect.left) / rect.width))
-    video.currentTime = fraction * videoDuration
-  }, [draggingHandle, videoDuration])
-
-  const handleBrowse = useCallback(async () => {
-    const paths = await window.electronAPI.showOpenFileDialog({
-      title: 'Select Video',
-      filters: [{ name: 'Video', extensions: ['mp4', 'mov', 'avi', 'webm', 'mkv'] }],
-    })
-    if (paths && paths.length > 0) {
-      const filePath = paths[0]
-      setVideoPath(filePath)
-      setThumbnails([])
-      extractingRef.current = false
-    }
-  }, [])
-
-  const handleClear = useCallback(() => {
-    setVideoPath(null)
-    setVideoDuration(0)
-    setIsPlaying(false)
-    setCurrenTime(0)
-    setSelStart(0)
-    setSelEnd(0)
-    setThumbnails([])
-    extractingRef.current = false
-    initialSelectionAppliedRef.current = false
-  }, [])
-
-  const handleDrop = useCallback((e: React.DragEvent) => {
-    e.preventDefault()
-    setIsDragOver(false)
+  const renderTrimOverlay = useCallback((ctx: VideoPreviewContext) => {
+    const dur = ctx.videoDuration
+    const selStartFrac = dur > 0 ? selStart / dur : 0
+    const selEndFrac = dur > 0 ? selEnd / dur : 1
+    return (
+      <>
+        <div
+          className="absolute top-0 bottom-0 left-0 bg-black/75 pointer-events-none"
+          style={{ width: `${selStartFrac * 100}%` }}
+        />
+        <div
+          className="absolute top-0 bottom-0 right-0 bg-black/75 pointer-events-none"
+          style={{ width: `${(1 - selEndFrac) * 100}%` }}
+        />
 
-    const assetData = e.dataTransfer.getData('asset')
-    if (assetData) {
-      try {
-        const asset = JSON.parse(assetData) as { type?: string; path?: string }
-        if (asset.type === 'video' && asset.path) {
-          setVideoPath(asset.path)
-          setThumbnails([])
-          extractingRef.current = false
-          return
-        }
-      } catch {
-        // fall through to file handling
-      }
-    }
+        <div
+          className="absolute top-0 bottom-0 bg-white pointer-events-none"
+          style={{ left: `${selStartFrac * 100}%`, width: `${(selEndFrac - selStartFrac) * 100}%` }}
+        />
 
-    const file = e.dataTransfer.files?.[0]
-    if (file) {
-      const filePath = window.electronAPI?.getPathForFile(file)
-      if (filePath) {
-        setVideoPath(filePath)
-        setThumbnails([])
-        extractingRef.current = false
-      }
-    }
-  }, [])
+        <div
+          className={`absolute top-0 bottom-0 z-[12] ${draggingHandle === 'range' ? 'cursor-grabbing' : 'cursor-grab'}`}
+          style={{
+            left: `calc(${selStartFrac * 100}% + 14px)`,
+            width: `calc(${(selEndFrac - selStartFrac) * 100}% - 28px)`,
+          }}
+          onMouseDown={(e) => handleFilmstripMouseDown(e, 'range')}
+        />
 
-  const selStartFrac = videoDuration > 0 ? selStart / videoDuration : 0
-  const selEndFrac = videoDuration > 0 ? selEnd / videoDuration : 1
-  const playheadFrac = videoDuration > 0 ? currentTime / videoDuration : 0
-  const selDuration = selEnd - selStart
+        <div
+          className="absolute top-0 bottom-0 border-2 border-blue-500 pointer-events-none"
+          style={{ left: `${selStartFrac * 100}%`, width: `${(selEndFrac - selStartFrac) * 100}%` }}
+        />
 
-  return (
-    <div className={`bg-zinc-900 border border-zinc-800 rounded-2xl overflow-hidden flex flex-col ${fillHeight ? 'h-full min-h-0' : ''}`}>
-      <div className="flex items-center justify-between px-4 py-3 border-b border-zinc-800 flex-shrink-0">
-        <div className="flex items-center gap-2">
-          <Film className="h-4 w-4 text-blue-400" />
-          <span className="text-sm font-semibold text-white">Retake</span>
-          {videoPath && (
-            <span className="text-xs text-zinc-500 truncate max-w-[240px]">
-              {videoPath.split(/[/\\]/).pop()}
-            </span>
-          )}
+        <div
+          className="absolute top-0 bottom-0 cursor-ew-resize z-20 group"
+          style={{ left: `calc(${selStartFrac * 100}% - 6px)`, width: '20px' }}
+          onMouseDown={(e) => handleFilmstripMouseDown(e, 'start')}
+        >
+          <div className="absolute top-0 bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors"
+            style={{ left: '5px', width: '4px', borderRadius: '2px 0 0 2px' }}
+          />
+          <div className="absolute top-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ left: '5px', width: '10px', height: '3px', borderRadius: '2px 0 0 0' }} />
+          <div className="absolute bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ left: '5px', width: '10px', height: '3px', borderRadius: '0 0 0 2px' }} />
         </div>
-        {videoUrl && (
-          <div className="flex items-center gap-2">
-            <button
-              onClick={handleClear}
-              className="p-1.5 rounded-md hover:bg-zinc-800 text-zinc-400 hover:text-white transition-colors"
-              title="Clear video"
-            >
-              <Trash2 className="h-3.5 w-3.5" />
-            </button>
-            <button
-              onClick={handleBrowse}
-              className="p-1.5 rounded-md hover:bg-zinc-800 text-zinc-400 hover:text-white transition-colors"
-              title="Replace video"
-            >
-              <RefreshCw className="h-3.5 w-3.5" />
-            </button>
-          </div>
-        )}
-      </div>
 
-      {!videoUrl ? (
         <div
-          className={`p-8 flex flex-col items-center justify-center gap-3 border-2 border-dashed rounded-xl m-4 transition-colors ${
-            isDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700'
-          }`}
-          onDragOver={(e) => { e.preventDefault(); setIsDragOver(true) }}
-          onDragLeave={() => setIsDragOver(false)}
-          onDrop={handleDrop}
+          className="absolute top-0 bottom-0 cursor-ew-resize z-20 group"
+          style={{ left: `calc(${selEndFrac * 100}% - 14px)`, width: '20px' }}
+          onMouseDown={(e) => handleFilmstripMouseDown(e, 'end')}
         >
-          <div className="p-3 rounded-full bg-zinc-800">
-            <Upload className="h-5 w-5 text-zinc-400" />
-          </div>
-          <div className="text-center">
-            <p className="text-sm text-white">Drop a video to retake</p>
-            <p className="text-xs text-zinc-500">mp4, mov, avi, webm, mkv</p>
-          </div>
-          <button
-            onClick={handleBrowse}
-            className="px-4 py-1.5 text-xs font-medium rounded-md bg-white text-black hover:bg-zinc-200 transition-colors"
-          >
-            Browse
-          </button>
+          <div className="absolute top-0 bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors"
+            style={{ right: '5px', width: '4px', borderRadius: '0 2px 2px 0' }}
+          />
+          <div className="absolute top-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ right: '5px', width: '10px', height: '3px', borderRadius: '0 2px 0 0' }} />
+          <div className="absolute bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ right: '5px', width: '10px', height: '3px', borderRadius: '0 0 2px 0' }} />
         </div>
-      ) : (
-        <div className="flex-1 min-h-0 flex flex-col">
-          <div className="relative bg-black flex-1 min-h-0">
-            <video
-              ref={videoRef}
-              src={videoUrl}
-              className="w-full h-full object-contain"
-              onClick={togglePlay}
-              onEnded={() => setIsPlaying(false)}
-            />
-            <div className="absolute bottom-2 left-2 flex items-center gap-1.5">
-              <button
-                onClick={toggleMute}
-                className="p-1.5 rounded bg-black/60 hover:bg-black/80 text-white/80 hover:text-white transition-colors"
-              >
-                {isMuted ? <VolumeX className="h-3.5 w-3.5" /> : <Volume2 className="h-3.5 w-3.5" />}
-              </button>
-            </div>
-          </div>
-
-          <div className="flex-shrink-0">
-            <div className="flex items-center justify-center gap-3 px-4 py-2 bg-zinc-900 border-b border-zinc-800">
-              <button
-                onClick={togglePlay}
-                className="p-1 rounded hover:bg-zinc-800 text-white transition-colors"
-              >
-                {isPlaying ? <Pause className="h-4 w-4" /> : <Play className="h-4 w-4" />}
-              </button>
-              <span className="text-xs font-mono text-zinc-400">
-                {formatTimecode(currentTime)} / {formatTimecode(videoDuration)}
-              </span>
-            </div>
-
-            <div className="px-4 pt-3 pb-1">
-              <p className="text-xs font-semibold text-white">Select the video part to regenerate</p>
-              <p className="text-[10px] text-zinc-500 mt-0.5">
-                Use the prompt panel below to describe what should happen
-              </p>
-            </div>
-
-            <div className="px-4 pb-4">
-            <div className="relative h-3 mb-0">
-              <div
-                className="absolute pointer-events-none z-10"
-                style={{ left: `${playheadFrac * 100}%`, transform: 'translateX(-50%)' }}
-              >
-                <svg width="10" height="10" viewBox="0 0 10 10">
-                  <polygon points="0,0 10,0 5,8" fill="#fff" />
-                </svg>
-              </div>
-            </div>
-            <div
-              ref={filmstripRef}
-              className="relative h-14 rounded-md overflow-hidden cursor-pointer select-none"
-              onClick={handleFilmstripClick}
-            >
-              <div className="absolute inset-0 flex">
-                {thumbnails.length > 0 ? (
-                  thumbnails.map((thumb, i) => (
-                    <img
-                      key={i}
-                      src={thumb}
-                      alt=""
-                      className="h-full flex-1 object-cover"
-                      style={{ minWidth: 0 }}
-                      draggable={false}
-                    />
-                  ))
-                ) : (
-                  <div className="w-full h-full bg-zinc-800 flex items-center justify-center">
-                    <Loader2 className="h-4 w-4 text-zinc-600 animate-spin" />
-                  </div>
-                )}
-              </div>
-
-              <div
-                className="absolute top-0 bottom-0 left-0 bg-black/75 pointer-events-none"
-                style={{ width: `${selStartFrac * 100}%` }}
-              />
-              <div
-                className="absolute top-0 bottom-0 right-0 bg-black/75 pointer-events-none"
-                style={{ width: `${(1 - selEndFrac) * 100}%` }}
-              />
-
-              <div
-                className="absolute top-0 bottom-0 bg-white pointer-events-none"
-                style={{
-                  left: `${selStartFrac * 100}%`,
-                  width: `${(selEndFrac - selStartFrac) * 100}%`,
-                }}
-              />
 
-              <div
-                className={`absolute top-0 bottom-0 z-[12] ${draggingHandle === 'range' ? 'cursor-grabbing' : 'cursor-grab'}`}
-                style={{
-                  left: `calc(${selStartFrac * 100}% + 14px)`,
-                  width: `calc(${(selEndFrac - selStartFrac) * 100}% - 28px)`,
-                }}
-                onMouseDown={(e) => handleFilmstripMouseDown(e, 'range')}
-              />
-
-              <div
-                className="absolute top-0 bottom-0 border-2 border-blue-500 pointer-events-none"
-                style={{
-                  left: `${selStartFrac * 100}%`,
-                  width: `${(selEndFrac - selStartFrac) * 100}%`,
-                }}
-              />
-
-              <div
-                className="absolute top-0 bottom-0 cursor-ew-resize z-20 group"
-                style={{ left: `calc(${selStartFrac * 100}% - 6px)`, width: '20px' }}
-                onMouseDown={(e) => handleFilmstripMouseDown(e, 'start')}
-              >
-                <div className="absolute top-0 bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors"
-                  style={{ left: '5px', width: '4px', borderRadius: '2px 0 0 2px' }}
-                />
-                <div className="absolute top-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ left: '5px', width: '10px', height: '3px', borderRadius: '2px 0 0 0' }} />
-                <div className="absolute bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ left: '5px', width: '10px', height: '3px', borderRadius: '0 0 0 2px' }} />
-              </div>
-
-              <div
-                className="absolute top-0 bottom-0 cursor-ew-resize z-20 group"
-                style={{ left: `calc(${selEndFrac * 100}% - 14px)`, width: '20px' }}
-                onMouseDown={(e) => handleFilmstripMouseDown(e, 'end')}
-              >
-                <div className="absolute top-0 bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors"
-                  style={{ right: '5px', width: '4px', borderRadius: '0 2px 2px 0' }}
-                />
-                <div className="absolute top-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ right: '5px', width: '10px', height: '3px', borderRadius: '0 2px 0 0' }} />
-                <div className="absolute bottom-0 bg-blue-500 group-hover:bg-blue-400 transition-colors" style={{ right: '5px', width: '10px', height: '3px', borderRadius: '0 0 2px 0' }} />
-              </div>
-
-              <div
-                className="absolute top-0 bottom-0 w-0.5 bg-zinc-800 pointer-events-none z-[15]"
-                style={{ left: `${playheadFrac * 100}%` }}
-              />
-
-              <div
-                className="absolute top-1/2 pointer-events-none z-10"
-                style={{
-                  left: `${((selStartFrac + selEndFrac) / 2) * 100}%`,
-                  transform: 'translate(-50%, -50%)',
-                }}
-              >
-                <span className="text-[11px] font-mono text-zinc-700 bg-white/90 rounded px-2 py-0.5 font-semibold shadow">
-                  {formatTimecode(selDuration)}
-                </span>
-              </div>
-            </div>
-
-              <div className="flex justify-between mt-1.5">
-                <span className="text-[10px] font-mono text-blue-400">{formatTimecode(selStart)}</span>
-                <span className="text-[10px] font-mono text-zinc-500">Duration: {formatTimecode(selDuration)}</span>
-                <span className="text-[10px] font-mono text-blue-400">{formatTimecode(selEnd)}</span>
-              </div>
-            </div>
-
-            {isProcessing && (
-              <div className="px-4 pb-4">
-                <div className="flex items-center gap-2 px-3 py-2 rounded-lg bg-blue-600/10 border border-blue-500/20">
-                  <Loader2 className="h-3.5 w-3.5 text-blue-400 animate-spin flex-shrink-0" />
-                  <span className="text-xs text-blue-300">{processingStatus || 'Processing retake...'}</span>
-                </div>
-              </div>
-            )}
-          </div>
+        <div
+          className="absolute top-1/2 pointer-events-none z-10"
+          style={{ left: `${((selStartFrac + selEndFrac) / 2) * 100}%`, transform: 'translate(-50%, -50%)' }}
+        >
+          <span className="text-[11px] font-mono text-zinc-700 bg-white/90 rounded px-2 py-0.5 font-semibold shadow">
+            {formatTimecode(selEnd - selStart)}
+          </span>
         </div>
-      )}
+      </>
+    )
+  }, [selStart, selEnd, draggingHandle, handleFilmstripMouseDown])
+
+  const renderLabels = useCallback(() => (
+    <div className="flex justify-between mt-1.5">
+      <span className="text-[10px] font-mono text-blue-400">{formatTimecode(selStart)}</span>
+      <span className="text-[10px] font-mono text-zinc-500">Duration: {formatTimecode(selEnd - selStart)}</span>
+      <span className="text-[10px] font-mono text-blue-400">{formatTimecode(selEnd)}</span>
     </div>
+  ), [selStart, selEnd])
+
+  return (
+    <VideoPreviewPanel
+      title="Retake"
+      initialVideoPath={initialVideoPath}
+      initialDuration={initialDuration}
+      resetKey={resetKey}
+      isProcessing={isProcessing}
+      processingStatus={processingStatus}
+      processingDefault="Processing retake..."
+      fillHeight={fillHeight}
+      emptyTitle="Drop a video to retake"
+      hint={{ title: 'Select the video part to regenerate', subtitle: 'Use the prompt panel below to describe what should happen' }}
+      errorMessage={sourceError ?? undefined}
+      videoRef={videoRef}
+      filmstripRef={filmstripRef}
+      onSourceChange={handleSourceChange}
+      shouldSuppressSeek={() => draggingRef.current}
+      filmstripOverlay={renderTrimOverlay}
+      belowFilmstrip={renderLabels}
+    />
   )
 }
diff --git a/frontend/components/SelectedLoraInfo.tsx b/frontend/components/SelectedLoraInfo.tsx
new file mode 100644
index 000000000..e490d37e2
--- /dev/null
+++ b/frontend/components/SelectedLoraInfo.tsx
@@ -0,0 +1,32 @@
+import { LoraInfoPopover } from './LoraInfoPopover'
+import type { components } from '../generated/backend-openapi'
+
+type Sections = NonNullable<components['schemas']['LoraCatalogItem']['instructions']>
+
+export interface SelectedLoraItem {
+  name: string
+  sections?: Sections
+  repoId?: string
+  isCommunity?: boolean
+}
+
+// The "currently selected LoRA(s)" bar shown above the prompt bar — a name + info popover
+// per item, inline. Used for both the single active IC-LoRA and the list of plain LoRAs.
+export function SelectedLoraInfo({ items }: { items: SelectedLoraItem[] }) {
+  if (items.length === 0) return null
+  return (
+    <div className="mb-2 flex flex-wrap items-center gap-x-4 gap-y-1 rounded-lg border border-zinc-800 bg-zinc-900/80 px-3 py-2 text-[11px] text-zinc-400">
+      {items.map((it, i) => (
+        <span key={i} className="inline-flex items-center gap-1">
+          <span className="font-semibold text-zinc-300">{it.name}</span>
+          <LoraInfoPopover
+            sections={it.sections ?? []}
+            name={it.name}
+            repoId={it.repoId}
+            isCommunity={it.isCommunity}
+          />
+        </span>
+      ))}
+    </div>
+  )
+}
diff --git a/frontend/components/SettingsDropdown.tsx b/frontend/components/SettingsDropdown.tsx
new file mode 100644
index 000000000..807ea0632
--- /dev/null
+++ b/frontend/components/SettingsDropdown.tsx
@@ -0,0 +1,90 @@
+import React, { useState, useEffect, useRef } from 'react'
+import { Tooltip } from './ui/tooltip'
+
+// Generic settings dropdown used across the prompt bar's control rows.
+export function SettingsDropdown({
+  trigger,
+  options,
+  value,
+  onChange,
+  title,
+  tooltip,
+}: {
+  trigger: React.ReactNode
+  options: { value: string; label: string; disabled?: boolean; tooltip?: string; icon?: React.ReactNode }[]
+  value: string
+  onChange: (value: string) => void
+  title: string
+  tooltip?: string
+}) {
+  const [isOpen, setIsOpen] = useState(false)
+  const dropdownRef = useRef<HTMLDivElement>(null)
+
+  useEffect(() => {
+    const handleClickOutside = (e: MouseEvent) => {
+      if (dropdownRef.current && !dropdownRef.current.contains(e.target as Node)) {
+        setIsOpen(false)
+      }
+    }
+    if (isOpen) {
+      document.addEventListener('mousedown', handleClickOutside)
+    }
+    return () => document.removeEventListener('mousedown', handleClickOutside)
+  }, [isOpen])
+
+  const triggerButton = (
+    <button
+      onClick={() => setIsOpen(!isOpen)}
+      className={`flex shrink-0 items-center gap-1 whitespace-nowrap px-2 py-1.5 rounded-md transition-colors ${isOpen ? 'bg-zinc-700 hover:bg-zinc-700' : 'hover:bg-zinc-800'}`}
+    >
+      {trigger}
+    </button>
+  )
+
+  return (
+    <div ref={dropdownRef} className="relative">
+      {tooltip && !isOpen ? <Tooltip content={tooltip}>{triggerButton}</Tooltip> : triggerButton}
+
+      {isOpen && (
+        <div className="absolute bottom-full left-0 mb-2 bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999]">
+          <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2">{title}</div>
+          {/* Cap height + scroll so a long option list (e.g. many catalog / custom IC-LoRAs)
+              doesn't clip off-screen — matches the LoRA picker's max-h-80. */}
+          <div className="space-y-1 max-h-80 overflow-y-auto">
+            {options.map(option => (
+              <div key={option.value} className="relative group/option">
+                <button
+                  onClick={() => { if (!option.disabled) { onChange(option.value); setIsOpen(false) } }}
+                  className={`w-full flex items-center justify-between px-2 py-2 rounded-md transition-colors text-left ${
+                    option.disabled
+                      ? 'cursor-not-allowed'
+                      : value === option.value ? 'bg-white/20 hover:bg-white/25' : 'hover:bg-zinc-700'
+                  }`}
+                >
+                  <span className={`flex items-center gap-2.5 text-sm ${
+                    option.disabled
+                      ? 'text-zinc-600'
+                      : value === option.value ? 'text-white' : 'text-zinc-400'
+                  }`}>
+                    {option.icon && <span className="flex-shrink-0">{option.icon}</span>}
+                    {option.label}
+                  </span>
+                  {value === option.value && !option.disabled && (
+                    <svg className="w-5 h-5 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                      <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
+                    </svg>
+                  )}
+                </button>
+                {option.disabled && option.tooltip && (
+                  <div className="absolute left-full ml-2 top-1/2 -translate-y-1/2 px-2 py-1 bg-zinc-700 rounded text-xs text-zinc-300 whitespace-nowrap opacity-0 group-hover/option:opacity-100 pointer-events-none z-[10000] transition-opacity">
+                    {option.tooltip}
+                  </div>
+                )}
+              </div>
+            ))}
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 9c353d0e3..82a76f4de 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1,6 +1,7 @@
-import { AlertCircle, Check, Download, Film, Folder, Info, KeyRound, Settings, Sparkles, X, Zap } from 'lucide-react'
+import { AlertCircle, Check, Download, Film, Folder, HardDrive, Info, KeyRound, Settings, Sparkles, X, Zap } from 'lucide-react'
 import React, { useEffect, useMemo, useRef, useState } from 'react'
 import { Button } from './ui/button'
+import { BaseModelSection } from './settings/BaseModelSection'
 import { useAppSettings, type AppSettings } from '../contexts/AppSettingsContext'
 import { ApiClient, type ApiSuccessOf } from '../lib/api-client'
 import { logger } from '../lib/logger'
@@ -14,10 +15,58 @@ interface SettingsModalProps {
   initialTab?: TabId
 }
 
-type TabId = 'general' | 'apiKeys' | 'promptEnhancer' | 'about'
+type TabId = 'general' | 'models' | 'apiKeys' | 'promptEnhancer' | 'about'
+
+/** A labelled on/off setting row: bolt icon, title, description, switch, and a status pill.
+ *  Shared by the CUDA-only Torch Compile + Diffusion Stage Cache toggles. */
+function SettingToggle({ title, description, enabled, onToggle, statusOn, statusOff }: {
+  title: string
+  description: React.ReactNode
+  enabled: boolean
+  onToggle: () => void
+  statusOn: string
+  statusOff: string
+}) {
+  return (
+    <div className="space-y-3 pt-4 border-t border-zinc-800">
+      <div className="flex items-start justify-between gap-4">
+        <div className="flex-1">
+          <div className="flex items-center gap-2 mb-1">
+            <svg className="h-4 w-4 text-orange-400" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+              <path d="M13 2L3 14h9l-1 8 10-12h-9l1-8z" />
+            </svg>
+            <label className="text-sm font-medium text-white">{title}</label>
+          </div>
+          <p className="text-xs text-zinc-500 leading-relaxed">{description}</p>
+        </div>
+
+        <button
+          type="button"
+          onClick={onToggle}
+          className={`relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none ${
+            enabled ? 'bg-orange-500' : 'bg-zinc-700'
+          }`}
+        >
+          <span
+            className={`pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow ring-0 transition duration-200 ease-in-out ${
+              enabled ? 'translate-x-5' : 'translate-x-0'
+            }`}
+          />
+        </button>
+      </div>
+
+      <div className={`text-xs px-2 py-1 rounded inline-flex items-center gap-1.5 ${
+        enabled ? 'bg-orange-500/10 text-orange-400' : 'bg-zinc-800 text-zinc-500'
+      }`}>
+        <div className={`w-1.5 h-1.5 rounded-full ${enabled ? 'bg-orange-400' : 'bg-zinc-600'}`} />
+        {enabled ? statusOn : statusOff}
+      </div>
+    </div>
+  )
+}
 
 export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProps) {
-  const { settings, updateSettings, saveLtxApiKey, saveFalApiKey, saveGeminiApiKey, forceApiGenerations } = useAppSettings()
+  const { settings, updateSettings, saveLtxApiKey, saveFalApiKey, saveGeminiApiKey, forceApiGenerations, cudaAvailable } = useAppSettings()
   const onSettingsChange = (next: AppSettings) => updateSettings(next)
   const [activeTab, setActiveTab] = useState<TabId>('general')
   const [ltxApiKeyInput, setLtxApiKeyInput] = useState('')
@@ -57,6 +106,14 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
     }
   }, [isOpen, initialTab])
 
+  // The Models tab is hidden in force-API mode; don't let the selection get stuck there
+  // (e.g. via initialTab or a stale value).
+  useEffect(() => {
+    if (forceApiGenerations && activeTab === 'models') {
+      setActiveTab('general')
+    }
+  }, [forceApiGenerations, activeTab])
+
   useEffect(() => {
     if (!isOpen || activeTab !== 'apiKeys' || !focusLtxApiKeyInputOnTabChange) return
 
@@ -162,6 +219,13 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
     })
   }
 
+  const handleToggleDiffusionStageCache = () => {
+    onSettingsChange({
+      ...settings,
+      diffusionStageCacheEnabled: !settings.diffusionStageCacheEnabled,
+    })
+  }
+
   const handleToggleLocalEncoder = () => {
     onSettingsChange({
       ...settings,
@@ -248,6 +312,9 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
 
   const tabs = [
     { id: 'general' as TabId, label: 'General', icon: Settings },
+    // The Models tab is local-model management — irrelevant (and non-functional) when all
+    // generation is forced through the API, so hide it in that mode.
+    ...(!forceApiGenerations ? [{ id: 'models' as TabId, label: 'Models', icon: HardDrive }] : []),
     { id: 'apiKeys' as TabId, label: 'API Keys', icon: KeyRound },
     { id: 'promptEnhancer' as TabId, label: 'Prompt Enhancer', icon: Sparkles },
     { id: 'about' as TabId, label: 'About', icon: Info },
@@ -262,7 +329,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
       />
 
       {/* Modal */}
-      <div className="relative bg-zinc-900 border border-zinc-700 rounded-xl shadow-2xl w-full max-w-xl mx-4">
+      <div className="relative bg-zinc-900 border border-zinc-700 rounded-xl shadow-2xl w-full max-w-2xl mx-4">
         {/* Header */}
         <div className="flex items-center justify-between px-6 py-4 border-b border-zinc-800">
           <div className="flex items-center gap-2">
@@ -287,7 +354,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
               <button
                 key={tab.id}
                 onClick={() => setActiveTab(tab.id)}
-                className={`flex items-center gap-2 px-4 py-3 text-sm font-medium transition-colors ${
+                className={`flex shrink-0 items-center gap-2 whitespace-nowrap px-4 py-3 text-sm font-medium transition-colors ${
                   activeTab === tab.id
                     ? 'text-white border-b-2 border-blue-500 -mb-px'
                     : 'text-zinc-400 hover:text-white'
@@ -547,52 +614,32 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
               </div>
               )}
 
-              {/* Torch Compile Setting */}
-              <div className="space-y-3 pt-4 border-t border-zinc-800">
-                <div className="flex items-start justify-between gap-4">
-                  <div className="flex-1">
-                    <div className="flex items-center gap-2 mb-1">
-                      <svg className="h-4 w-4 text-orange-400" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
-                        <path d="M13 2L3 14h9l-1 8 10-12h-9l1-8z" />
-                      </svg>
-                      <label className="text-sm font-medium text-white">
-                        Torch Compile
-                      </label>
-                    </div>
-                    <p className="text-xs text-zinc-500 leading-relaxed">
-                      Compiles the model for optimized inference. <span className="text-orange-400">Experimental:</span> First
-                      generation can take 5-10+ minutes for compilation. Subsequent generations may be
-                      20-40% faster. Requires app restart to take effect.
-                    </p>
-                  </div>
-
-                  {/* Toggle Switch */}
-                  <button
-                    onClick={handleToggleTorchCompile}
-                    className={`relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none ${
-                      settings.useTorchCompile ? 'bg-orange-500' : 'bg-zinc-700'
-                    }`}
-                  >
-                    <span
-                      className={`pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow ring-0 transition duration-200 ease-in-out ${
-                        settings.useTorchCompile ? 'translate-x-5' : 'translate-x-0'
-                      }`}
-                    />
-                  </button>
-                </div>
+              {/* Torch Compile + Diffusion Stage Cache -- CUDA only, no-op on MPS/CPU */}
+              {cudaAvailable && (
+                <SettingToggle
+                  title="Torch Compile"
+                  description={<>Compiles the model for optimized inference. <span className="text-orange-400">Experimental:</span> First
+                    generation can take 5-10+ minutes for compilation. Subsequent generations may be
+                    20-40% faster. Requires app restart to take effect.</>}
+                  enabled={settings.useTorchCompile}
+                  onToggle={handleToggleTorchCompile}
+                  statusOn="Optimized inference (recommended)"
+                  statusOff="Standard inference"
+                />
+              )}
 
-                {/* Status indicator */}
-                <div className={`text-xs px-2 py-1 rounded inline-flex items-center gap-1.5 ${
-                  settings.useTorchCompile
-                    ? 'bg-orange-500/10 text-orange-400'
-                    : 'bg-zinc-800 text-zinc-500'
-                }`}>
-                  <div className={`w-1.5 h-1.5 rounded-full ${
-                    settings.useTorchCompile ? 'bg-orange-400' : 'bg-zinc-600'
-                  }`} />
-                  {settings.useTorchCompile ? 'Optimized inference (recommended)' : 'Standard inference'}
-                </div>
-              </div>
+              {cudaAvailable && (
+                <SettingToggle
+                  title="Diffusion Stage Cache"
+                  description={<>Reuses an already-built transformer across stage 1/stage 2 within one generation
+                    instead of reloading it from disk twice. <span className="text-orange-400">Experimental:</span> only
+                    applies on high-VRAM cards (32GB+); no effect otherwise.</>}
+                  enabled={settings.diffusionStageCacheEnabled}
+                  onToggle={handleToggleDiffusionStageCache}
+                  statusOn="Skipping redundant transformer reloads"
+                  statusOff="Standard behavior"
+                />
+              )}
 
               {/* Seed Lock Setting */}
               <div className="space-y-3 pt-4 border-t border-zinc-800">
@@ -705,6 +752,8 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
             </>
           )}
 
+          {activeTab === 'models' && !forceApiGenerations && <BaseModelSection />}
+
           {activeTab === 'apiKeys' && (
             <>
               {/* LTX API Key Section */}
@@ -896,7 +945,6 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
               </div>
 
               {/* HuggingFace Account */}
-              {window.electronAPI.hfGatingEnabled && (
               <div className="space-y-4">
                 <div className="flex items-center gap-2">
                   <Download className="h-4 w-4 text-orange-400" />
@@ -944,7 +992,6 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
                   )}
                 </div>
               </div>
-              )}
             </>
           )}
 
diff --git a/frontend/components/SettingsPanel.tsx b/frontend/components/SettingsPanel.tsx
index dea6c78d2..a5433f9bf 100644
--- a/frontend/components/SettingsPanel.tsx
+++ b/frontend/components/SettingsPanel.tsx
@@ -9,6 +9,12 @@ import {
 
 export type GenerationMode = 'text-to-video' | 'image-to-video' | 'text-to-image'
 
+export interface LoraSelection {
+  ref: string
+  name: string
+  scale: number
+}
+
 export interface GenerationSettings {
   model: 'fast' | 'pro'
   duration: number
@@ -17,6 +23,7 @@ export interface GenerationSettings {
   audio: boolean
   cameraMotion: string
   aspectRatio?: string
+  loras?: LoraSelection[]
   // Image-specific settings
   imageResolution: string
   imageAspectRatio: string
diff --git a/frontend/components/VideoPreviewPanel.tsx b/frontend/components/VideoPreviewPanel.tsx
new file mode 100644
index 000000000..6122ab6c7
--- /dev/null
+++ b/frontend/components/VideoPreviewPanel.tsx
@@ -0,0 +1,506 @@
+import React, { useState, useRef, useEffect, useCallback } from 'react'
+import { Film, Play, Pause, Volume2, VolumeX, Loader2, Upload, Trash2, RefreshCw } from 'lucide-react'
+import { logger } from '../lib/logger'
+import { pathToFileUrl } from '../lib/file-url'
+
+// Shared video source + preview surface used by RetakePanel and ExtendPanel. Owns the
+// video file (drop/browse/clear), playback, mute, the timecode transport bar, and the
+// filmstrip thumbnail strip with click-to-seek. Mode-specific UI (retake's trim handles,
+// extend's direction/seconds controls) is injected via the render-prop slots.
+
+export interface VideoPreviewContext {
+  videoPath: string | null
+  videoUrl: string | null
+  videoDuration: number
+  currentTime: number
+  isPlaying: boolean
+  thumbnails: string[]
+  videoRef: React.RefObject<HTMLVideoElement>
+  filmstripRef: React.RefObject<HTMLDivElement>
+  seek: (seconds: number) => void
+}
+
+interface VideoPreviewPanelProps {
+  title: string
+  initialVideoPath?: string | null
+  initialDuration?: number
+  resetKey?: number
+  isProcessing?: boolean
+  processingStatus?: string
+  processingDefault?: string
+  fillHeight?: boolean
+  emptyTitle?: string
+  hint?: { title: string; subtitle?: string }
+  // Validation error for the current source; when set, shown as a banner.
+  errorMessage?: string
+  // Owned by a parent when it needs them in its own effects (e.g. retake drag/keyboard).
+  videoRef?: React.RefObject<HTMLVideoElement>
+  filmstripRef?: React.RefObject<HTMLDivElement>
+  onSourceChange?: (data: { videoPath: string | null; videoDuration: number; width: number; height: number }) => void
+  // Returns true when the parent is mid-interaction (e.g. dragging a trim handle) and the
+  // filmstrip click-to-seek should be ignored — a drag release lands a click on the strip.
+  shouldSuppressSeek?: () => boolean
+  // Absolutely-positioned overlay rendered on top of the filmstrip thumbnails.
+  filmstripOverlay?: (ctx: VideoPreviewContext) => React.ReactNode
+  // Content rendered below the filmstrip (labels for retake, controls for extend).
+  belowFilmstrip?: (ctx: VideoPreviewContext) => React.ReactNode
+}
+
+export function formatTimecode(seconds: number): string {
+  const m = Math.floor(seconds / 60)
+  const s = seconds % 60
+  return `${String(m).padStart(2, '0')}:${s.toFixed(2).padStart(5, '0')}`
+}
+
+export function VideoPreviewPanel({
+  title,
+  initialVideoPath,
+  initialDuration,
+  resetKey,
+  isProcessing = false,
+  processingStatus = '',
+  processingDefault = 'Processing...',
+  fillHeight = false,
+  emptyTitle = 'Drop a video',
+  hint,
+  errorMessage,
+  videoRef: videoRefProp,
+  filmstripRef: filmstripRefProp,
+  onSourceChange,
+  shouldSuppressSeek,
+  filmstripOverlay,
+  belowFilmstrip,
+}: VideoPreviewPanelProps) {
+  const internalVideoRef = useRef<HTMLVideoElement>(null)
+  const internalFilmstripRef = useRef<HTMLDivElement>(null)
+  const videoRef = videoRefProp ?? internalVideoRef
+  const filmstripRef = filmstripRefProp ?? internalFilmstripRef
+
+  const [videoPath, setVideoPath] = useState<string | null>(initialVideoPath || null)
+  const videoUrl = videoPath ? pathToFileUrl(videoPath) : null
+  const [videoDuration, setVideoDuration] = useState<number>(initialDuration || 0)
+
+  const [isPlaying, setIsPlaying] = useState(false)
+  const [isMuted, setIsMuted] = useState(false)
+  const [currentTime, setCurrentTime] = useState(0)
+  const [isDragOver, setIsDragOver] = useState(false)
+  const [dimensions, setDimensions] = useState<{ width: number; height: number }>({ width: 0, height: 0 })
+
+  const [thumbnails, setThumbnails] = useState<string[]>([])
+  const [thumbCount] = useState(20)
+  const extractingRef = useRef(false)
+
+  useEffect(() => {
+    if (resetKey === undefined) return
+    setVideoPath(initialVideoPath || null)
+    setVideoDuration(initialDuration || 0)
+    setIsPlaying(false)
+    setCurrentTime(0)
+    setThumbnails([])
+    setDimensions({ width: 0, height: 0 })
+    extractingRef.current = false
+  }, [resetKey, initialVideoPath, initialDuration])
+
+  useEffect(() => {
+    if (!videoUrl) {
+      setVideoDuration(0)
+      setIsPlaying(false)
+      setCurrentTime(0)
+      setThumbnails([])
+      setDimensions({ width: 0, height: 0 })
+      extractingRef.current = false
+    }
+  }, [videoUrl, initialDuration])
+
+  useEffect(() => {
+    onSourceChange?.({ videoPath, videoDuration, width: dimensions.width, height: dimensions.height })
+  }, [videoPath, videoDuration, dimensions, onSourceChange])
+
+  useEffect(() => {
+    if (!videoUrl || extractingRef.current || videoDuration <= 0) return
+    extractingRef.current = true
+    let cancelled = false
+
+    const extractThumbnails = async () => {
+      const video = document.createElement('video')
+      video.crossOrigin = 'anonymous'
+      video.preload = 'auto'
+      video.muted = true
+      video.src = videoUrl
+
+      await new Promise<void>((resolve, reject) => {
+        video.onloadeddata = () => resolve()
+        video.onerror = () => reject(new Error('Failed to load video for thumbnails'))
+        setTimeout(() => reject(new Error('Timeout loading video')), 10000)
+      })
+      if (cancelled) return
+
+      const canvas = document.createElement('canvas')
+      const ctx = canvas.getContext('2d')!
+      const thumbWidth = 80
+      const thumbHeight = Math.round(thumbWidth * (video.videoHeight / video.videoWidth))
+      canvas.width = thumbWidth
+      canvas.height = thumbHeight
+
+      const frames: string[] = []
+      const count = Math.min(thumbCount, Math.max(5, Math.floor(videoDuration / 0.25)))
+
+      for (let i = 0; i < count; i++) {
+        const seekTime = (i / count) * videoDuration
+        video.currentTime = seekTime
+        await new Promise<void>(resolve => {
+          video.onseeked = () => resolve()
+          setTimeout(resolve, 500)
+        })
+        if (cancelled) { video.src = ''; video.load(); return }
+        ctx.drawImage(video, 0, 0, thumbWidth, thumbHeight)
+        frames.push(canvas.toDataURL('image/jpeg', 0.6))
+      }
+
+      video.src = ''
+      video.load()
+      setThumbnails(frames)
+    }
+
+    extractThumbnails().catch(err => {
+      logger.warn(`Filmstrip extraction failed: ${err}`)
+    })
+
+    // Abort an in-flight extraction when the source changes or the component unmounts.
+    // Reset the re-entry guard too: videoDuration is refined by loadedmetadata after the
+    // asset's approximate duration kicks off the first run, and without this the cancelled
+    // run leaves the guard stuck true and the restart never happens (permanent spinner).
+    return () => {
+      cancelled = true
+      extractingRef.current = false
+    }
+  }, [videoUrl, videoDuration, thumbCount])
+
+  useEffect(() => {
+    const video = videoRef.current
+    if (!video) return
+    const handler = () => setCurrentTime(video.currentTime)
+    const onLoaded = () => {
+      // The real file duration is authoritative; initialDuration is only a pre-load hint
+      // (an asset's stored duration can be stale/approximate and mismatch the actual file).
+      if (video.duration && Number.isFinite(video.duration)) {
+        setVideoDuration(video.duration)
+      }
+      if (video.videoWidth && video.videoHeight) {
+        setDimensions({ width: video.videoWidth, height: video.videoHeight })
+      }
+    }
+    video.addEventListener('timeupdate', handler)
+    video.addEventListener('loadedmetadata', onLoaded)
+    return () => {
+      video.removeEventListener('timeupdate', handler)
+      video.removeEventListener('loadedmetadata', onLoaded)
+    }
+  }, [videoUrl])
+
+  const togglePlay = useCallback(() => {
+    const video = videoRef.current
+    if (!video) return
+    if (video.paused) {
+      video.play()
+      setIsPlaying(true)
+    } else {
+      video.pause()
+      setIsPlaying(false)
+    }
+  }, [])
+
+  const toggleMute = useCallback(() => {
+    const video = videoRef.current
+    if (!video) return
+    video.muted = !video.muted
+    setIsMuted(video.muted)
+  }, [])
+
+  // Shared transport keyboard: play/pause + frame/scrub. (Retake adds its own i/o keys.)
+  useEffect(() => {
+    const handler = (e: KeyboardEvent) => {
+      if (e.target instanceof HTMLInputElement || e.target instanceof HTMLTextAreaElement) return
+      const key = e.key.toLowerCase()
+      const video = videoRef.current
+      if (key === ' ') {
+        e.preventDefault()
+        e.stopPropagation()
+        togglePlay()
+      } else if (key === 'arrowleft') {
+        e.preventDefault()
+        e.stopPropagation()
+        if (video) {
+          video.pause()
+          setIsPlaying(false)
+          video.currentTime = Math.max(0, video.currentTime - 1 / 24)
+        }
+      } else if (key === 'arrowright') {
+        e.preventDefault()
+        e.stopPropagation()
+        if (video) {
+          video.pause()
+          setIsPlaying(false)
+          video.currentTime = Math.min(videoDuration, video.currentTime + 1 / 24)
+        }
+      } else if (key === 'k') {
+        e.preventDefault()
+        e.stopPropagation()
+        if (video) { video.pause(); setIsPlaying(false) }
+      } else if (key === 'l') {
+        e.preventDefault()
+        e.stopPropagation()
+        if (video) { video.play(); setIsPlaying(true) }
+      }
+    }
+    window.addEventListener('keydown', handler, true)
+    return () => window.removeEventListener('keydown', handler, true)
+  }, [togglePlay, videoDuration])
+
+  const seek = useCallback((seconds: number) => {
+    const video = videoRef.current
+    if (video) video.currentTime = seconds
+  }, [])
+
+  const handleFilmstripClick = useCallback((e: React.MouseEvent) => {
+    if (shouldSuppressSeek?.()) return
+    const strip = filmstripRef.current
+    const video = videoRef.current
+    if (!strip || !video) return
+    const rect = strip.getBoundingClientRect()
+    const fraction = Math.max(0, Math.min(1, (e.clientX - rect.left) / rect.width))
+    video.currentTime = fraction * videoDuration
+  }, [videoDuration, shouldSuppressSeek])
+
+  // Swap to a new source. Reset duration/dimensions too (not just thumbnails) so the next
+  // onSourceChange doesn't emit the new path with the previous file's metadata until
+  // loadedmetadata fires.
+  const selectSource = useCallback((path: string) => {
+    setVideoPath(path)
+    setVideoDuration(0)
+    setCurrentTime(0)
+    setDimensions({ width: 0, height: 0 })
+    setThumbnails([])
+    extractingRef.current = false
+  }, [])
+
+  const handleBrowse = useCallback(async () => {
+    const paths = await window.electronAPI.showOpenFileDialog({
+      title: 'Select Video',
+      filters: [{ name: 'Video', extensions: ['mp4', 'mov', 'avi', 'webm', 'mkv'] }],
+    })
+    if (paths && paths.length > 0) {
+      selectSource(paths[0])
+    }
+  }, [selectSource])
+
+  const handleClear = useCallback(() => {
+    setVideoPath(null)
+    setVideoDuration(0)
+    setIsPlaying(false)
+    setCurrentTime(0)
+    setThumbnails([])
+    extractingRef.current = false
+  }, [])
+
+  const handleDrop = useCallback((e: React.DragEvent) => {
+    e.preventDefault()
+    setIsDragOver(false)
+
+    const assetData = e.dataTransfer.getData('asset')
+    if (assetData) {
+      try {
+        const asset = JSON.parse(assetData) as { type?: string; path?: string }
+        if (asset.type === 'video' && asset.path) {
+          selectSource(asset.path)
+          return
+        }
+      } catch {
+        // fall through to file handling
+      }
+    }
+
+    const file = e.dataTransfer.files?.[0]
+    if (file) {
+      const filePath = window.electronAPI?.getPathForFile(file)
+      if (filePath) {
+        selectSource(filePath)
+      }
+    }
+  }, [selectSource])
+
+  const ctx: VideoPreviewContext = {
+    videoPath,
+    videoUrl,
+    videoDuration,
+    currentTime,
+    isPlaying,
+    thumbnails,
+    videoRef,
+    filmstripRef,
+    seek,
+  }
+
+  const playheadFrac = videoDuration > 0 ? currentTime / videoDuration : 0
+
+  return (
+    <div className={`bg-zinc-900 border border-zinc-800 rounded-2xl overflow-hidden flex flex-col ${fillHeight ? 'h-full min-h-0' : ''}`}>
+      <div className="flex items-center justify-between px-4 py-3 border-b border-zinc-800 flex-shrink-0">
+        <div className="flex items-center gap-2">
+          <Film className="h-4 w-4 text-blue-400" />
+          <span className="text-sm font-semibold text-white">{title}</span>
+          {videoPath && (
+            <span className="text-xs text-zinc-500 truncate max-w-[240px]">
+              {videoPath.split(/[/\\]/).pop()}
+            </span>
+          )}
+        </div>
+        {videoUrl && (
+          <div className="flex items-center gap-2">
+            <button
+              onClick={handleClear}
+              className="p-1.5 rounded-md hover:bg-zinc-800 text-zinc-400 hover:text-white transition-colors"
+              title="Clear video"
+            >
+              <Trash2 className="h-3.5 w-3.5" />
+            </button>
+            <button
+              onClick={handleBrowse}
+              className="p-1.5 rounded-md hover:bg-zinc-800 text-zinc-400 hover:text-white transition-colors"
+              title="Replace video"
+            >
+              <RefreshCw className="h-3.5 w-3.5" />
+            </button>
+          </div>
+        )}
+      </div>
+
+      {!videoUrl ? (
+        <div
+          className={`p-8 flex flex-col items-center justify-center gap-3 border-2 border-dashed rounded-xl m-4 transition-colors ${
+            isDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700'
+          }`}
+          onDragOver={(e) => { e.preventDefault(); setIsDragOver(true) }}
+          onDragLeave={() => setIsDragOver(false)}
+          onDrop={handleDrop}
+        >
+          <div className="p-3 rounded-full bg-zinc-800">
+            <Upload className="h-5 w-5 text-zinc-400" />
+          </div>
+          <div className="text-center">
+            <p className="text-sm text-white">{emptyTitle}</p>
+            <p className="text-xs text-zinc-500">mp4, mov, avi, webm, mkv</p>
+          </div>
+          <button
+            onClick={handleBrowse}
+            className="px-4 py-1.5 text-xs font-medium rounded-md bg-white text-black hover:bg-zinc-200 transition-colors"
+          >
+            Browse
+          </button>
+        </div>
+      ) : (
+        <div className="flex-1 min-h-0 flex flex-col">
+          <div className="relative bg-black flex-1 min-h-0">
+            <video
+              ref={videoRef}
+              src={videoUrl}
+              className="w-full h-full object-contain"
+              onClick={togglePlay}
+              onEnded={() => setIsPlaying(false)}
+            />
+            <div className="absolute bottom-2 left-2 flex items-center gap-1.5">
+              <button
+                onClick={toggleMute}
+                className="p-1.5 rounded bg-black/60 hover:bg-black/80 text-white/80 hover:text-white transition-colors"
+              >
+                {isMuted ? <VolumeX className="h-3.5 w-3.5" /> : <Volume2 className="h-3.5 w-3.5" />}
+              </button>
+            </div>
+          </div>
+
+          <div className="flex-shrink-0">
+            <div className="flex items-center justify-center gap-3 px-4 py-2 bg-zinc-900 border-b border-zinc-800">
+              <button
+                onClick={togglePlay}
+                className="p-1 rounded hover:bg-zinc-800 text-white transition-colors"
+              >
+                {isPlaying ? <Pause className="h-4 w-4" /> : <Play className="h-4 w-4" />}
+              </button>
+              <span className="text-xs font-mono text-zinc-400">
+                {formatTimecode(currentTime)} / {formatTimecode(videoDuration)}
+              </span>
+            </div>
+
+            {hint && (
+              <div className="px-4 pt-3 pb-1">
+                <p className="text-xs font-semibold text-white">{hint.title}</p>
+                {hint.subtitle && <p className="text-[10px] text-zinc-500 mt-0.5">{hint.subtitle}</p>}
+              </div>
+            )}
+
+            <div className="px-4 pb-4">
+              <div className="relative h-3 mb-0">
+                <div
+                  className="absolute pointer-events-none z-10"
+                  style={{ left: `${playheadFrac * 100}%`, transform: 'translateX(-50%)' }}
+                >
+                  <svg width="10" height="10" viewBox="0 0 10 10">
+                    <polygon points="0,0 10,0 5,8" fill="#fff" />
+                  </svg>
+                </div>
+              </div>
+              <div
+                ref={filmstripRef}
+                className="relative h-14 rounded-md overflow-hidden cursor-pointer select-none"
+                onClick={handleFilmstripClick}
+              >
+                <div className="absolute inset-0 flex">
+                  {thumbnails.length > 0 ? (
+                    thumbnails.map((thumb, i) => (
+                      <img
+                        key={i}
+                        src={thumb}
+                        alt=""
+                        className="h-full flex-1 object-cover"
+                        style={{ minWidth: 0 }}
+                        draggable={false}
+                      />
+                    ))
+                  ) : (
+                    <div className="w-full h-full bg-zinc-800 flex items-center justify-center">
+                      <Loader2 className="h-4 w-4 text-zinc-600 animate-spin" />
+                    </div>
+                  )}
+                </div>
+
+                {filmstripOverlay?.(ctx)}
+
+                <div
+                  className="absolute top-0 bottom-0 w-0.5 bg-zinc-800 pointer-events-none z-[15]"
+                  style={{ left: `${playheadFrac * 100}%` }}
+                />
+              </div>
+
+              {belowFilmstrip?.(ctx)}
+            </div>
+
+            {errorMessage ? (
+              <div className="px-4 pb-4">
+                <div className="flex items-center gap-2 px-3 py-2 rounded-lg bg-red-600/10 border border-red-500/20">
+                  <span className="text-xs text-red-300">{errorMessage}</span>
+                </div>
+              </div>
+            ) : isProcessing ? (
+              <div className="px-4 pb-4">
+                <div className="flex items-center gap-2 px-3 py-2 rounded-lg bg-blue-600/10 border border-blue-500/20">
+                  <Loader2 className="h-3.5 w-3.5 text-blue-400 animate-spin flex-shrink-0" />
+                  <span className="text-xs text-blue-300">{processingStatus || processingDefault}</span>
+                </div>
+              </div>
+            ) : null}
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/frontend/components/library/LibraryItemCard.tsx b/frontend/components/library/LibraryItemCard.tsx
new file mode 100644
index 000000000..1fffc41bb
--- /dev/null
+++ b/frontend/components/library/LibraryItemCard.tsx
@@ -0,0 +1,253 @@
+import { useEffect, useMemo, useRef, useState, type ReactNode } from 'react'
+import { Download, ExternalLink, Check, Loader2, Sparkles } from 'lucide-react'
+import { formatBytes } from '@/lib/format'
+import { catalogVariantKey, preferredVariantId } from '@/lib/lora-library'
+
+export type LibraryItemStatus =
+  | { kind: 'available' }
+  | { kind: 'downloading'; progress: number }
+  | { kind: 'downloaded' }
+  | { kind: 'error'; gated?: boolean; message: string }
+
+export interface LibraryItemVariant {
+  id: string
+  label: string
+  sizeBytes: number
+  downloaded?: boolean
+}
+
+export interface LibraryItem {
+  id: string
+  title: string
+  description?: string
+  sizeBytes?: number
+  /** Item-level fallback when there are no variants (any file present). */
+  downloaded: boolean
+  thumbnailUrl?: string
+  demoVideoUrl?: string
+  author?: { name: string; url?: string | null }
+  license?: { name: string; url?: string | null }
+  variants?: LibraryItemVariant[]
+  defaultVariantId?: string
+  requiresHfLogin?: boolean
+}
+
+interface LibraryItemCardProps {
+  item: LibraryItem
+  selected?: boolean
+  // The variant actually active for this entry (when selected). Undefined/null means
+  // "don't check" (e.g. no variant picker) — badge follows `selected` alone.
+  selectedVariantId?: string | null
+  downloadingKey?: string | null
+  progress?: number
+  downloadError?: { key: string; message: string; gated?: boolean } | null
+  onDownload?: (id: string, variantId?: string) => void
+  onUse?: (id: string, variantId?: string) => void
+  onRequestAccess?: (id: string) => void
+  onRetry?: (id: string, variantId?: string) => void
+  infoSlot?: ReactNode
+}
+
+const openUrl = (url?: string | null) => { if (url) void window.electronAPI.openExternalUrl({ url }) }
+
+// Generic media grid card for one downloadable asset. No domain knowledge — the consumer
+// maps its type into a LibraryItem. Media is optional: a demo video shows its first frame
+// (preload=metadata) and plays on hover; without media the card shows the thumbnail or a placeholder.
+export function LibraryItemCard({
+  item, selected, selectedVariantId, downloadingKey, progress = 0, downloadError,
+  onDownload, onUse, onRequestAccess, onRetry, infoSlot,
+}: LibraryItemCardProps) {
+  const hasVariants = (item.variants?.length ?? 0) > 1
+  const downloadedVariantIds = useMemo(
+    () => (item.variants ?? []).filter(v => v.downloaded).map(v => v.id),
+    [item.variants],
+  )
+  const downloadedKey = downloadedVariantIds.join(',')
+  const fallbackVariantId = item.defaultVariantId ?? item.variants?.[0]?.id
+  const initialVariantId = preferredVariantId(item.variants, item.defaultVariantId, downloadedVariantIds)
+    ?? fallbackVariantId
+  const [variantId, setVariantId] = useState(initialVariantId)
+  // Keep selection on an installed checkpoint when install state arrives after first paint
+  // (e.g. listModels refresh) and the catalog default still isn't on disk.
+  useEffect(() => {
+    if (!hasVariants) return
+    const preferred = preferredVariantId(item.variants, item.defaultVariantId, downloadedVariantIds)
+    setVariantId(prev => {
+      if (prev && downloadedVariantIds.includes(prev)) return prev
+      if (prev && item.variants?.some(v => v.id === prev)) return prev
+      return preferred ?? fallbackVariantId
+    })
+  }, [hasVariants, item.defaultVariantId, item.variants, downloadedKey, fallbackVariantId]) // eslint-disable-line react-hooks/exhaustive-deps -- downloadedKey proxies ids
+
+  const selectedVariant = item.variants?.find(v => v.id === variantId)
+  const sizeBytes = selectedVariant?.sizeBytes ?? item.sizeBytes
+  const size = sizeBytes ? formatBytes(sizeBytes) : null
+  const activeKey = catalogVariantKey(item.id, hasVariants ? variantId : undefined)
+  const status: LibraryItemStatus = (() => {
+    if (downloadingKey === activeKey) return { kind: 'downloading', progress }
+    if (downloadError?.key === activeKey) {
+      return {
+        kind: 'error',
+        gated: downloadError.gated ?? Boolean(item.requiresHfLogin),
+        message: downloadError.message,
+      }
+    }
+    if (hasVariants) {
+      return selectedVariant?.downloaded ? { kind: 'downloaded' } : { kind: 'available' }
+    }
+    return item.downloaded ? { kind: 'downloaded' } : { kind: 'available' }
+  })()
+  const selectedVariantReady = status.kind === 'downloaded'
+  // With a variant picker, only badge "Selected" when the dropdown is on the variant
+  // that's actually active — not just this catalog entry (avoids marking the wrong checkpoint).
+  const isSelected = Boolean(selected) && (!hasVariants || selectedVariantId == null || selectedVariantId === variantId)
+  const [hovered, setHovered] = useState(false)
+  // Lazy media: don't fetch/decode the demo video until the card scrolls near the viewport.
+  const [near, setNear] = useState(false)
+  const videoRef = useRef<HTMLVideoElement>(null)
+  const cardRef = useRef<HTMLDivElement>(null)
+
+  useEffect(() => {
+    const el = cardRef.current
+    if (!el || near) return
+    const observer = new IntersectionObserver((entries) => {
+      if (entries.some((e) => e.isIntersecting)) setNear(true)
+    }, { rootMargin: '200px' })
+    observer.observe(el)
+    return () => observer.disconnect()
+  }, [near])
+
+  useEffect(() => {
+    const v = videoRef.current
+    if (!v) return
+    if (hovered) void v.play().catch(() => {})
+    else { v.pause(); v.currentTime = 0 }
+  }, [hovered])
+
+  // Keep the variant picker visible while another variant downloads.
+  const showVariantPicker = hasVariants && status.kind !== 'downloading'
+
+  return (
+    <div
+      ref={cardRef}
+      className={`flex flex-col overflow-hidden rounded-xl border transition-colors ${isSelected ? 'border-amber-500/60 bg-amber-500/10' : 'border-zinc-700 bg-zinc-800/50'}`}
+      onMouseEnter={() => setHovered(true)}
+      onMouseLeave={() => setHovered(false)}
+    >
+      {/* Media */}
+      <div className="relative aspect-[16/10] w-full overflow-hidden bg-zinc-950">
+        {item.demoVideoUrl ? (
+          <video
+            ref={videoRef}
+            src={near || hovered ? item.demoVideoUrl : undefined}
+            poster={item.thumbnailUrl}
+            muted
+            loop
+            playsInline
+            preload="metadata"
+            className="h-full w-full object-cover"
+          />
+        ) : item.thumbnailUrl ? (
+          <img src={item.thumbnailUrl} alt={item.title} className="h-full w-full object-cover" />
+        ) : (
+          <div className="flex h-full w-full items-center justify-center bg-gradient-to-br from-zinc-800 to-zinc-900">
+            <Sparkles className="h-6 w-6 text-zinc-700" />
+          </div>
+        )}
+        {size && (
+          <span className="absolute bottom-1.5 right-1.5 rounded bg-black/60 px-1.5 py-0.5 text-[10px] text-zinc-300">{size}</span>
+        )}
+      </div>
+
+      {/* Body */}
+      <div className="flex flex-1 flex-col gap-1.5 p-2.5">
+        <div className="flex items-center gap-1.5">
+          <span className="truncate text-sm font-medium text-white" title={item.title}>{item.title}</span>
+          {infoSlot}
+        </div>
+        {item.description && <div className="line-clamp-2 text-[11px] text-zinc-500">{item.description}</div>}
+        {(item.author || item.license) && (
+          <div className="flex flex-wrap items-center gap-x-2 gap-y-1 text-[10px] text-zinc-500">
+            {item.author && (
+              item.author.url
+                ? <button onClick={() => openUrl(item.author!.url)} className="text-zinc-400 hover:text-white transition-colors">by {item.author.name}</button>
+                : <span>by {item.author.name}</span>
+            )}
+            {item.license && (
+              item.license.url
+                ? <button onClick={() => openUrl(item.license!.url)} className="rounded bg-zinc-700/60 px-1.5 py-0.5 text-zinc-300 hover:bg-zinc-700 transition-colors">{item.license.name}</button>
+                : <span className="rounded bg-zinc-700/60 px-1.5 py-0.5 text-zinc-300">{item.license.name}</span>
+            )}
+          </div>
+        )}
+
+        {/* Footer: status / action */}
+        <div className="mt-auto pt-1.5 flex flex-col gap-1.5">
+          {showVariantPicker && (
+            <select
+              value={variantId}
+              onChange={(e) => setVariantId(e.target.value)}
+              className="w-full rounded bg-zinc-900 border border-zinc-700 px-2 py-1 text-[11px] text-zinc-200"
+              aria-label={`${item.title} variant`}
+            >
+              {item.variants!.map(v => (
+                <option key={v.id} value={v.id}>
+                  {v.downloaded ? `${v.label} ✓` : v.label}
+                </option>
+              ))}
+            </select>
+          )}
+          {status.kind === 'downloading' && (
+            <div className="flex flex-col gap-1.5">
+              <span className="inline-flex items-center gap-1 text-xs text-zinc-400">
+                <Loader2 className="h-3 w-3 animate-spin" /> {Math.round(status.progress)}%
+              </span>
+              <div className="h-1.5 overflow-hidden rounded-full bg-zinc-800">
+                <div className="h-full bg-blue-500 transition-all duration-300" style={{ width: `${status.progress}%` }} />
+              </div>
+            </div>
+          )}
+          {status.kind === 'error' && (
+            <div className="flex flex-col gap-1.5">
+              <div className="text-[11px] text-red-400" title={status.message}>
+                {status.gated ? 'This model is gated — request access, then retry.' : status.message}
+              </div>
+              <div className="flex gap-2">
+                {status.gated && (
+                  <button
+                    onClick={() => onRequestAccess?.(item.id)}
+                    className="inline-flex items-center gap-1 rounded bg-amber-600 px-2 py-1 text-[11px] font-medium text-white transition-colors hover:bg-amber-500"
+                  >
+                    <ExternalLink className="h-3 w-3" /> Request access
+                  </button>
+                )}
+                <button
+                  onClick={() => onRetry?.(item.id, hasVariants ? variantId : undefined)}
+                  className="inline-flex items-center gap-1 rounded bg-zinc-700 px-2 py-1 text-[11px] font-medium text-zinc-200 transition-colors hover:bg-zinc-600"
+                >
+                  <Download className="h-3 w-3" /> Retry
+                </button>
+              </div>
+            </div>
+          )}
+          {status.kind !== 'downloading' && status.kind !== 'error' && selectedVariantReady && (
+            <button
+              onClick={() => onUse?.(item.id, hasVariants ? variantId : undefined)}
+              className={`inline-flex w-full items-center justify-center gap-1 rounded px-3 py-1.5 text-xs font-medium transition-colors ${isSelected ? 'bg-amber-600 text-white' : 'bg-zinc-700 text-zinc-200 hover:bg-zinc-600'}`}
+            >
+              {isSelected ? <><Check className="h-3 w-3" /> Selected</> : 'Use'}
+            </button>
+          )}
+          {status.kind !== 'downloading' && status.kind !== 'error' && !selectedVariantReady && (
+            <button
+              onClick={() => onDownload?.(item.id, hasVariants ? variantId : undefined)}
+              className="inline-flex w-full items-center justify-center gap-1 rounded bg-blue-600 px-3 py-1.5 text-xs font-medium text-white transition-colors hover:bg-blue-500"
+            >
+              <Download className="h-3 w-3" /> Download
+            </button>
+          )}
+        </div>
+      </div>
+    </div>
+  )
+}
diff --git a/frontend/components/library/LibraryModal.tsx b/frontend/components/library/LibraryModal.tsx
new file mode 100644
index 000000000..91d651122
--- /dev/null
+++ b/frontend/components/library/LibraryModal.tsx
@@ -0,0 +1,51 @@
+import { useEffect, useRef, type ReactNode } from 'react'
+import { X } from 'lucide-react'
+
+interface LibraryModalProps {
+  open: boolean
+  onClose: () => void
+  title: string
+  headerSlot?: ReactNode
+  children: ReactNode
+}
+
+// Generic library dialog shell — no asset/recipe knowledge. A future regular-LoRA
+// library reuses it.
+export function LibraryModal({ open, onClose, title, headerSlot, children }: LibraryModalProps) {
+  const ref = useRef<HTMLDialogElement>(null)
+
+  useEffect(() => {
+    const el = ref.current
+    if (!el) return
+    if (open && !el.open) el.showModal()
+    else if (!open && el.open) el.close()
+  }, [open])
+
+  return (
+    <dialog
+      ref={ref}
+      onClose={onClose}
+      // Clicking the backdrop targets the <dialog> element itself (content is the inner div).
+      onClick={(e) => { if (e.target === ref.current) onClose() }}
+      className="m-auto w-[min(960px,calc(100%-2rem))] max-h-[80vh] overflow-hidden rounded-2xl border border-zinc-800 bg-zinc-900 p-0 text-white backdrop:bg-black/60"
+    >
+      {/* Flex column so only the body scrolls — no hardcoded header-height calc. */}
+      <div className="flex max-h-[80vh] flex-col">
+        <div className="flex shrink-0 items-center justify-between gap-3 border-b border-zinc-800 px-4 py-3">
+          <h2 className="text-sm font-semibold">{title}</h2>
+          <div className="flex items-center gap-2">
+            {headerSlot}
+            <button
+              onClick={onClose}
+              aria-label="Close"
+              className="rounded-md p-1.5 text-zinc-400 transition-colors hover:bg-zinc-800 hover:text-white"
+            >
+              <X className="h-4 w-4" />
+            </button>
+          </div>
+        </div>
+        <div className="min-h-0 flex-1 overflow-y-auto p-3">{children}</div>
+      </div>
+    </dialog>
+  )
+}
diff --git a/frontend/components/settings/BaseModelSection.tsx b/frontend/components/settings/BaseModelSection.tsx
new file mode 100644
index 000000000..17b221450
--- /dev/null
+++ b/frontend/components/settings/BaseModelSection.tsx
@@ -0,0 +1,303 @@
+import { AlertCircle, Check, Download, Folder, HardDrive, Trash2 } from 'lucide-react'
+import { useCallback, useEffect, useRef, useState } from 'react'
+import { ApiClient, type ApiSuccessOf } from '../../lib/api-client'
+import { formatBytes } from '../../lib/format'
+import { logger } from '../../lib/logger'
+import { Button } from '../ui/button'
+
+type LtxModelVersionItem = ApiSuccessOf<'getLtxVersions'>['versions'][number]
+
+const DOWNLOAD_POLL_INTERVAL_MS = 1000
+
+// One row in the base-model version list. Owns its own download polling so a
+// download on one version doesn't block interaction with the others.
+function VersionRow({
+  version,
+  onChanged,
+  resumeSessionId,
+}: {
+  version: LtxModelVersionItem
+  onChanged: () => Promise<void>
+  // Set when a download for this version is already running in the backend (e.g. the modal
+  // was reopened mid-download); the row reattaches to it instead of showing "Download".
+  resumeSessionId: string | null
+}) {
+  const [busy, setBusy] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+  const [downloadSessionId, setDownloadSessionId] = useState<string | null>(null)
+  const [downloadPercent, setDownloadPercent] = useState(0)
+  const mountedRef = useRef(true)
+  useEffect(() => () => { mountedRef.current = false }, [])
+
+  // Reattach to an already-running download. The ref guard prevents re-adopting the same
+  // session after it completes (when downloadSessionId is cleared but the prop lingers a tick).
+  const adoptedRef = useRef<string | null>(null)
+  useEffect(() => {
+    if (resumeSessionId && resumeSessionId !== adoptedRef.current && !downloadSessionId) {
+      adoptedRef.current = resumeSessionId
+      setDownloadSessionId(resumeSessionId)
+      setBusy(true)
+    }
+  }, [resumeSessionId, downloadSessionId])
+
+  // Poll an in-flight download until it completes or errors, then refetch.
+  useEffect(() => {
+    if (!downloadSessionId) return
+    let cancelled = false
+
+    const poll = async () => {
+      const result = await ApiClient.getModelDownloadProgress({ sessionId: downloadSessionId })
+      if (cancelled) return
+      if (!result.ok) {
+        logger.error(`Progress poll error: ${result.error.message}`)
+        return
+      }
+      const progress = result.data
+      if (progress.status === 'downloading') {
+        setDownloadPercent(Math.round(progress.total_progress))
+        return
+      }
+      if (progress.status === 'error') {
+        setDownloadSessionId(null)
+        setBusy(false)
+        setError(progress.error || 'Download failed.')
+        return
+      }
+      if (progress.status === 'complete') {
+        setDownloadSessionId(null)
+        setDownloadPercent(100)
+        await onChanged()
+        if (!cancelled) setBusy(false)
+      }
+    }
+
+    void poll()
+    const interval = setInterval(() => void poll(), DOWNLOAD_POLL_INTERVAL_MS)
+    return () => {
+      cancelled = true
+      clearInterval(interval)
+    }
+  }, [downloadSessionId, onChanged])
+
+  const handleSetActive = useCallback(async () => {
+    setError(null)
+    setBusy(true)
+    const result = await ApiClient.setActiveLtxModel({ model_id: version.model_id })
+    if (!result.ok) {
+      setBusy(false)
+      setError(result.error.message || 'Failed to set active model.')
+      return
+    }
+    await onChanged()
+    if (mountedRef.current) setBusy(false)
+  }, [version.model_id, onChanged])
+
+  const handleDownload = useCallback(async () => {
+    setError(null)
+    setBusy(true)
+    setDownloadPercent(0)
+    const result = await ApiClient.startModelDownload({ type: 'download', cp_ids: version.cps_to_download })
+    if (!result.ok) {
+      setBusy(false)
+      setError(result.error.message || 'Failed to start download.')
+      return
+    }
+    if (result.data.status !== 'started') {
+      setBusy(false)
+      setError('Unexpected response while starting download.')
+      return
+    }
+    setDownloadSessionId(result.data.sessionId)
+  }, [version.cps_to_download])
+
+  const handleDelete = useCallback(async () => {
+    setError(null)
+    setBusy(true)
+    const result = await ApiClient.deleteModels({ cp_ids: [version.model_cp] })
+    if (!result.ok) {
+      setBusy(false)
+      // The backend blocks deleting the active version (409 DELETE_PROTECTED_CHECKPOINT);
+      // surface it inline.
+      setError(result.error.message || 'Failed to delete model.')
+      return
+    }
+    await onChanged()
+    if (mountedRef.current) setBusy(false)
+  }, [version.model_cp, onChanged])
+
+  const isDownloading = downloadSessionId !== null
+
+  return (
+    <div className="bg-zinc-800/50 rounded-lg p-3">
+      <div className="flex items-center justify-between gap-3">
+        <div className="flex items-center gap-2 min-w-0">
+          {/* Active state shows a disabled checked radio; others can be selected. */}
+          <input
+            type="radio"
+            name="active-ltx-model"
+            checked={version.active}
+            disabled={!version.installed || version.active || busy}
+            onChange={() => void handleSetActive()}
+            className="h-4 w-4 accent-blue-500 flex-shrink-0 disabled:cursor-not-allowed"
+          />
+          <span className="text-sm text-white truncate">{version.label}</span>
+          {version.active && (
+            <span className="text-[10px] px-1.5 py-0.5 rounded bg-green-500/10 text-green-400 inline-flex items-center gap-1 flex-shrink-0">
+              <Check className="h-3 w-3" />
+              Active
+            </span>
+          )}
+          {version.is_newest && !version.installed && (
+            <span className="text-[10px] px-1.5 py-0.5 rounded bg-blue-500/10 text-blue-400 flex-shrink-0">
+              New
+            </span>
+          )}
+        </div>
+
+        <div className="flex items-center gap-2 flex-shrink-0">
+          {!version.installed && (
+            <Button
+              size="sm"
+              onClick={() => void handleDownload()}
+              disabled={busy}
+              className="bg-blue-600 hover:bg-blue-500 text-white text-xs"
+            >
+              <Download className="h-3.5 w-3.5" />
+              {isDownloading ? `Downloading… ${downloadPercent}%` : `Download ${formatBytes(version.size_bytes)}`}
+            </Button>
+          )}
+          {version.installed && !version.active && (
+            <Button
+              variant="outline"
+              size="sm"
+              onClick={() => void handleDelete()}
+              disabled={busy}
+              className="border-zinc-700 text-zinc-300 hover:text-red-400 text-xs"
+            >
+              <Trash2 className="h-3.5 w-3.5" />
+              Delete
+            </Button>
+          )}
+        </div>
+      </div>
+
+      {error && (
+        <div className="mt-2 text-xs text-red-400 inline-flex items-center gap-1.5">
+          <AlertCircle className="h-3 w-3 flex-shrink-0" />
+          {error}
+        </div>
+      )}
+    </div>
+  )
+}
+
+export function BaseModelSection() {
+  const [versions, setVersions] = useState<LtxModelVersionItem[]>([])
+  const [modelsDir, setModelsDir] = useState('')
+  // A download keeps running in the backend even if this modal is closed. Track the active
+  // session so a row can reattach to its progress on remount instead of resetting to "Download".
+  const [activeDownload, setActiveDownload] = useState<{ sessionId: string; cpIds: string[] } | null>(null)
+
+  const refreshVersions = useCallback(async () => {
+    const [versionsResult, activeResult] = await Promise.all([
+      ApiClient.getLtxVersions(),
+      ApiClient.getActiveDownload(),
+    ])
+    if (!versionsResult.ok) {
+      logger.error(`Failed to fetch LTX versions: ${versionsResult.error.message}`)
+      return
+    }
+    setVersions(versionsResult.data.versions)
+    if (activeResult.ok) {
+      setActiveDownload(
+        activeResult.data.session_id
+          ? { sessionId: activeResult.data.session_id, cpIds: activeResult.data.cp_ids ?? [] }
+          : null,
+      )
+    }
+  }, [])
+
+  useEffect(() => {
+    void refreshVersions()
+    void (async () => {
+      const result = await ApiClient.getSettings()
+      if (!result.ok) {
+        logger.error(`Failed to fetch settings: ${result.error.message}`)
+        return
+      }
+      setModelsDir(result.data.modelsDir ?? '')
+    })()
+  }, [refreshVersions])
+
+  return (
+    <>
+      {/* Models Folder */}
+      <div className="space-y-3">
+        <div className="flex items-center gap-2">
+          <Folder className="h-4 w-4 text-blue-400" />
+          <h3 className="text-sm font-semibold text-white">Models Folder</h3>
+        </div>
+        <p className="text-xs text-zinc-500 leading-relaxed">
+          Where model checkpoints are stored. Changing the location requires restarting the app.
+        </p>
+        <div className="flex gap-2">
+          <div className="flex-1 px-3 py-2 rounded-lg bg-zinc-800 border border-zinc-700 text-zinc-300 text-sm truncate select-text">
+            {modelsDir || <span className="text-zinc-600">Not set</span>}
+          </div>
+          <Button
+            variant="outline"
+            className="border-zinc-700 flex-shrink-0"
+            onClick={async () => {
+              const result = await window.electronAPI.openModelsDirChangeDialog()
+              if (result.success) {
+                setModelsDir(result.path)
+              }
+            }}
+          >
+            Change…
+          </Button>
+          <Button
+            variant="outline"
+            className="border-zinc-700 flex-shrink-0"
+            disabled={!modelsDir}
+            onClick={() => {
+              void window.electronAPI.openModelsFolder()
+            }}
+          >
+            Open folder
+          </Button>
+        </div>
+      </div>
+
+      {/* Base Model Versions */}
+      <div className="space-y-3 pt-4 border-t border-zinc-800">
+        <div className="flex items-center gap-2">
+          <HardDrive className="h-4 w-4 text-blue-400" />
+          <h3 className="text-sm font-semibold text-white">Base Model</h3>
+        </div>
+        <p className="text-xs text-zinc-500 leading-relaxed">
+          The active version is used for new generations. Download a version to make it available,
+          then set it active.
+        </p>
+        <div className="space-y-2">
+          {versions.length === 0 ? (
+            <div className="text-xs text-zinc-600">No versions available.</div>
+          ) : (
+            versions.map((version) => (
+              <VersionRow
+                key={version.model_id}
+                version={version}
+                onChanged={refreshVersions}
+                resumeSessionId={
+                  activeDownload && activeDownload.cpIds.includes(version.model_cp)
+                    ? activeDownload.sessionId
+                    : null
+                }
+              />
+            ))
+          )}
+        </div>
+      </div>
+    </>
+  )
+}
diff --git a/frontend/contexts/AppSettingsContext.tsx b/frontend/contexts/AppSettingsContext.tsx
index 26e50f7e9..acae48f22 100644
--- a/frontend/contexts/AppSettingsContext.tsx
+++ b/frontend/contexts/AppSettingsContext.tsx
@@ -4,6 +4,7 @@ import { ApiClient, type ApiSuccessOf } from '../lib/api-client'
 
 export interface AppSettings {
   useTorchCompile: boolean
+  diffusionStageCacheEnabled: boolean
   hasLtxApiKey: boolean
   userPrefersLtxApiVideoGenerations: boolean
   hasFalApiKey: boolean
@@ -19,6 +20,7 @@ export interface AppSettings {
 
 export const DEFAULT_APP_SETTINGS: AppSettings = {
   useTorchCompile: false,
+  diffusionStageCacheEnabled: false,
   hasLtxApiKey: false,
   userPrefersLtxApiVideoGenerations: false,
   hasFalApiKey: false,
@@ -45,6 +47,7 @@ interface AppSettingsContextValue {
   saveGeminiApiKey: (value: string) => Promise<void>
   forceApiGenerations: boolean
   shouldVideoGenerateWithLtxApi: boolean
+  cudaAvailable: boolean
 }
 
 const AppSettingsContext = createContext<AppSettingsContextValue | null>(null)
@@ -64,6 +67,7 @@ function toBackendProcessStatus(value: unknown): BackendProcessStatus | null {
 function normalizeAppSettings(data: Partial<AppSettings>): AppSettings {
   return {
     useTorchCompile: data.useTorchCompile ?? DEFAULT_APP_SETTINGS.useTorchCompile,
+    diffusionStageCacheEnabled: data.diffusionStageCacheEnabled ?? DEFAULT_APP_SETTINGS.diffusionStageCacheEnabled,
     hasLtxApiKey: data.hasLtxApiKey ?? DEFAULT_APP_SETTINGS.hasLtxApiKey,
     userPrefersLtxApiVideoGenerations: data.userPrefersLtxApiVideoGenerations ?? DEFAULT_APP_SETTINGS.userPrefersLtxApiVideoGenerations,
     hasFalApiKey: data.hasFalApiKey ?? DEFAULT_APP_SETTINGS.hasFalApiKey,
@@ -79,12 +83,14 @@ function normalizeAppSettings(data: Partial<AppSettings>): AppSettings {
 }
 
 type RuntimePolicyPayload = ApiSuccessOf<'getRuntimePolicy'>
+type GpuInfoPayload = ApiSuccessOf<'getGpuInfo'>
 
 export function AppSettingsProvider({ children }: { children: ReactNode }) {
   const [settings, setSettings] = useState<AppSettings>(DEFAULT_APP_SETTINGS)
   const [isLoaded, setIsLoaded] = useState(false)
   const [runtimePolicyLoaded, setRuntimePolicyLoaded] = useState(false)
   const [forceApiGenerations, setForceApiGenerations] = useState(true)
+  const [cudaAvailable, setCudaAvailable] = useState(false)
   const [backendProcessStatus, setBackendProcessStatus] = useState<BackendProcessStatus | null>(null)
 
   useEffect(() => {
@@ -125,6 +131,26 @@ export function AppSettingsProvider({ children }: { children: ReactNode }) {
     }
   }, [backendProcessStatus])
 
+  useEffect(() => {
+    if (backendProcessStatus !== 'alive') return
+
+    let cancelled = false
+
+    const fetchGpuInfo = async () => {
+      const result = await ApiClient.getGpuInfo()
+      if (!result.ok || cancelled) return
+
+      const payload = result.data as GpuInfoPayload
+      setCudaAvailable(Boolean(payload.cuda_available))
+    }
+
+    void fetchGpuInfo()
+
+    return () => {
+      cancelled = true
+    }
+  }, [backendProcessStatus])
+
   useEffect(() => {
     let cancelled = false
 
@@ -250,8 +276,9 @@ export function AppSettingsProvider({ children }: { children: ReactNode }) {
       saveGeminiApiKey,
       forceApiGenerations,
       shouldVideoGenerateWithLtxApi,
+      cudaAvailable,
     }),
-    [forceApiGenerations, isLoaded, refreshSettings, runtimePolicyLoaded, saveFalApiKey, saveGeminiApiKey, saveLtxApiKey, settings, shouldVideoGenerateWithLtxApi, updateSettings],
+    [cudaAvailable, forceApiGenerations, isLoaded, refreshSettings, runtimePolicyLoaded, saveFalApiKey, saveGeminiApiKey, saveLtxApiKey, settings, shouldVideoGenerateWithLtxApi, updateSettings],
   )
 
   return <AppSettingsContext.Provider value={contextValue}>{children}</AppSettingsContext.Provider>
diff --git a/frontend/contexts/DevFlagsContext.tsx b/frontend/contexts/DevFlagsContext.tsx
new file mode 100644
index 000000000..0c527fa74
--- /dev/null
+++ b/frontend/contexts/DevFlagsContext.tsx
@@ -0,0 +1,87 @@
+import React, { createContext, useContext, useState, useEffect, useCallback } from 'react'
+
+// Dev / escape-hatch feature flags. Client-only, per-machine (localStorage) —
+// not a user setting and not synced. Toggle via the Dev Panel (Ctrl/Cmd+Shift+D).
+// Adding a feature flag = one entry in DEV_FLAGS; read it from a single gate where
+// the feature is used (avoid sprinkling the flag across call sites).
+export type DevFlagKey = 'customIcLora' | 'advancedIcLoraControls'
+
+interface DevFlagSpec {
+  key: DevFlagKey
+  label: string
+  description: string
+}
+
+export const DEV_FLAGS: DevFlagSpec[] = [
+  {
+    key: 'customIcLora',
+    label: 'Custom IC-LoRA',
+    description: 'Show the "Custom IC-LoRA" conditioning option (user-supplied weights + control video). Off by default — local results are currently low quality. Built-in Canny/Depth IC-LoRA is unaffected.',
+  },
+  {
+    key: 'advancedIcLoraControls',
+    label: 'Advanced IC-LoRA controls',
+    description: 'Expose all IC-LoRA settings (skip stage 2, resolution factor, audio, strengths) for catalog and custom modes. Off by default — settings use the catalog IC-LoRA defaults.',
+  },
+]
+
+type Flags = Record<DevFlagKey, boolean>
+
+const DEFAULT_FLAGS: Flags = { customIcLora: false, advancedIcLoraControls: false }
+const STORAGE_KEY = 'ltx-dev-flags'
+
+function loadFlags(): Flags {
+  try {
+    const raw = localStorage.getItem(STORAGE_KEY)
+    if (raw) return { ...DEFAULT_FLAGS, ...(JSON.parse(raw) as Partial<Flags>) }
+  } catch { /* ignore */ }
+  return { ...DEFAULT_FLAGS }
+}
+
+interface DevFlagsState {
+  flags: Flags
+  setFlag: (key: DevFlagKey, on: boolean) => void
+  isPanelOpen: boolean
+  setPanelOpen: (open: boolean) => void
+}
+
+const DevFlagsContext = createContext<DevFlagsState | null>(null)
+
+export function DevFlagsProvider({ children }: { children: React.ReactNode }) {
+  const [flags, setFlags] = useState<Flags>(() => loadFlags())
+  const [isPanelOpen, setPanelOpen] = useState(false)
+
+  const setFlag = useCallback((key: DevFlagKey, on: boolean) => {
+    setFlags(prev => {
+      const next = { ...prev, [key]: on }
+      try { localStorage.setItem(STORAGE_KEY, JSON.stringify(next)) } catch { /* ignore */ }
+      return next
+    })
+  }, [])
+
+  // Global toggle: Ctrl/Cmd + Shift + D. Capture phase so component-level keydown
+  // handlers don't swallow it; preventDefault avoids any Electron/Chromium default.
+  useEffect(() => {
+    const onKey = (e: KeyboardEvent) => {
+      if ((e.metaKey || e.ctrlKey) && e.shiftKey && e.key.toLowerCase() === 'd') {
+        e.preventDefault()
+        e.stopPropagation()
+        setPanelOpen(prev => !prev)
+      }
+    }
+    window.addEventListener('keydown', onKey, { capture: true })
+    return () => window.removeEventListener('keydown', onKey, { capture: true })
+  }, [])
+
+  return (
+    <DevFlagsContext.Provider value={{ flags, setFlag, isPanelOpen, setPanelOpen }}>
+      {children}
+    </DevFlagsContext.Provider>
+  )
+}
+
+export function useDevFlags(): DevFlagsState {
+  const ctx = useContext(DevFlagsContext)
+  if (!ctx) throw new Error('useDevFlags must be used within DevFlagsProvider')
+  return ctx
+}
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index f30623b5a..511173f01 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -1,9 +1,75 @@
 {
   "components": {
     "schemas": {
+      "ActiveDownloadResponse": {
+        "properties": {
+          "cp_ids": {
+            "items": {
+              "enum": [
+                "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
+                "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
+                "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+                "dpt-hybrid-midas",
+                "yolox-l-torchscript",
+                "dw-ll-ucoco-384-bs5",
+                "gemma-3-12b-it-qat-q4_0-unquantized",
+                "z-image-turbo"
+              ],
+              "type": "string"
+            },
+            "title": "Cp Ids",
+            "type": "array"
+          },
+          "session_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Session Id"
+          }
+        },
+        "required": [
+          "session_id",
+          "cp_ids"
+        ],
+        "title": "ActiveDownloadResponse",
+        "type": "object"
+      },
       "AppSettingsPatch": {
         "additionalProperties": false,
         "properties": {
+          "activeLtxModelId": {
+            "anyOf": [
+              {
+                "enum": [
+                  "ltx-2.3-22b-distilled-1.1",
+                  "ltx-2.3-22b-distilled"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Activeltxmodelid"
+          },
+          "diffusionStageCacheEnabled": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Diffusionstagecacheenabled"
+          },
           "falApiKey": {
             "anyOf": [
               {
@@ -140,6 +206,39 @@
         "title": "AppSettingsPatch",
         "type": "object"
       },
+      "AuthorSpec": {
+        "properties": {
+          "affiliation": {
+            "default": "community",
+            "enum": [
+              "ltx",
+              "community"
+            ],
+            "title": "Affiliation",
+            "type": "string"
+          },
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "url": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Url"
+          }
+        },
+        "required": [
+          "name"
+        ],
+        "title": "AuthorSpec",
+        "type": "object"
+      },
       "CancelCancellingResponse": {
         "properties": {
           "id": {
@@ -173,13 +272,33 @@
         "title": "CancelNoActiveGenerationResponse",
         "type": "object"
       },
+      "CatalogDownloadStartResponse": {
+        "properties": {
+          "sessionId": {
+            "title": "Sessionid",
+            "type": "string"
+          },
+          "status": {
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "sessionId"
+        ],
+        "title": "CatalogDownloadStartResponse",
+        "type": "object"
+      },
       "CheckModelAccessRequest": {
         "properties": {
           "cp_ids": {
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -217,6 +336,102 @@
         "title": "CheckModelAccessResponse",
         "type": "object"
       },
+      "CheckpointDescriptor": {
+        "properties": {
+          "cp_id": {
+            "enum": [
+              "ltx-2.3-22b-distilled",
+              "ltx-2.3-22b-distilled-1.1",
+              "ltx-2.3-spatial-upscaler-x2-1.0",
+              "ltx-2.3-spatial-upscaler-x2-1.1",
+              "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+              "dpt-hybrid-midas",
+              "yolox-l-torchscript",
+              "dw-ll-ucoco-384-bs5",
+              "gemma-3-12b-it-qat-q4_0-unquantized",
+              "z-image-turbo"
+            ],
+            "title": "Cp Id",
+            "type": "string"
+          },
+          "downloaded": {
+            "title": "Downloaded",
+            "type": "boolean"
+          },
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "role": {
+            "enum": [
+              "base",
+              "upscaler",
+              "text_encoder",
+              "image",
+              "support"
+            ],
+            "title": "Role",
+            "type": "string"
+          },
+          "size_bytes": {
+            "title": "Size Bytes",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "cp_id",
+          "name",
+          "role",
+          "size_bytes",
+          "downloaded"
+        ],
+        "title": "CheckpointDescriptor",
+        "type": "object"
+      },
+      "DescribeCheckpointsRequest": {
+        "properties": {
+          "cp_ids": {
+            "items": {
+              "enum": [
+                "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
+                "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
+                "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+                "dpt-hybrid-midas",
+                "yolox-l-torchscript",
+                "dw-ll-ucoco-384-bs5",
+                "gemma-3-12b-it-qat-q4_0-unquantized",
+                "z-image-turbo"
+              ],
+              "type": "string"
+            },
+            "title": "Cp Ids",
+            "type": "array"
+          }
+        },
+        "required": [
+          "cp_ids"
+        ],
+        "title": "DescribeCheckpointsRequest",
+        "type": "object"
+      },
+      "DescribeCheckpointsResponse": {
+        "properties": {
+          "checkpoints": {
+            "items": {
+              "$ref": "#/components/schemas/CheckpointDescriptor"
+            },
+            "title": "Checkpoints",
+            "type": "array"
+          }
+        },
+        "required": [
+          "checkpoints"
+        ],
+        "title": "DescribeCheckpointsResponse",
+        "type": "object"
+      },
       "DownloadProgressCompleteResponse": {
         "properties": {
           "status": {
@@ -256,7 +471,9 @@
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -274,7 +491,9 @@
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -293,7 +512,9 @@
               {
                 "enum": [
                   "ltx-2.3-22b-distilled",
+                  "ltx-2.3-22b-distilled-1.1",
                   "ltx-2.3-spatial-upscaler-x2-1.0",
+                  "ltx-2.3-spatial-upscaler-x2-1.1",
                   "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                   "dpt-hybrid-midas",
                   "yolox-l-torchscript",
@@ -353,6 +574,100 @@
         "title": "DownloadProgressRunningResponse",
         "type": "object"
       },
+      "DownloadSpec": {
+        "description": "HF download location for a catalog item.\n\n``variants`` is always non-empty. The first entry is the default checkpoint\n(preferred for generation / omit-``variant_id`` downloads). See the comment on\n``LoraCatalogHandler`` listing helpers.",
+        "properties": {
+          "repo_id": {
+            "title": "Repo Id",
+            "type": "string"
+          },
+          "variants": {
+            "items": {
+              "$ref": "#/components/schemas/DownloadVariant"
+            },
+            "title": "Variants",
+            "type": "array"
+          }
+        },
+        "required": [
+          "repo_id",
+          "variants"
+        ],
+        "title": "DownloadSpec",
+        "type": "object"
+      },
+      "DownloadVariant": {
+        "description": "One downloadable weights file under a catalog item (e.g. strong vs light).",
+        "properties": {
+          "filename": {
+            "title": "Filename",
+            "type": "string"
+          },
+          "id": {
+            "title": "Id",
+            "type": "string"
+          },
+          "label": {
+            "title": "Label",
+            "type": "string"
+          },
+          "size_bytes": {
+            "title": "Size Bytes",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "id",
+          "label",
+          "filename",
+          "size_bytes"
+        ],
+        "title": "DownloadVariant",
+        "type": "object"
+      },
+      "ExtendRequest": {
+        "properties": {
+          "duration": {
+            "exclusiveMinimum": 0.0,
+            "title": "Duration",
+            "type": "number"
+          },
+          "mode": {
+            "default": "end",
+            "enum": [
+              "start",
+              "end"
+            ],
+            "title": "Mode",
+            "type": "string"
+          },
+          "prompt": {
+            "default": "",
+            "title": "Prompt",
+            "type": "string"
+          },
+          "resolution": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/TargetResolution"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "video_path": {
+            "title": "Video Path",
+            "type": "string"
+          }
+        },
+        "required": [
+          "video_path",
+          "duration"
+        ],
+        "title": "ExtendRequest",
+        "type": "object"
+      },
       "GenerateImageCancelledResponse": {
         "properties": {
           "status": {
@@ -565,6 +880,13 @@
             ],
             "title": "Imagepath"
           },
+          "loras": {
+            "items": {
+              "$ref": "#/components/schemas/LoraEntry"
+            },
+            "title": "Loras",
+            "type": "array"
+          },
           "model": {
             "default": "fast",
             "enum": [
@@ -595,6 +917,17 @@
             ],
             "title": "Resolution",
             "type": "string"
+          },
+          "seed": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Seed"
           }
         },
         "required": [
@@ -624,6 +957,23 @@
             "title": "Progress",
             "type": "integer"
           },
+          "result": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Result"
+          },
           "status": {
             "enum": [
               "idle",
@@ -867,21 +1217,355 @@
         "title": "HuggingFaceLogoutResponse",
         "type": "object"
       },
-      "IcLoraExtractRequest": {
+      "IcLoraCatalogItem": {
+        "description": "IC-LoRA — base plus IC-specific preprocessing / controls / default settings.\n\nIC-LoRAs always take a driving image/video; `input` is required in practice (the base\nfield is optional for plain LoRAs). Enforced by the validator below, so handlers can rely\non it being present.",
         "properties": {
-          "conditioning_type": {
-            "default": "canny",
-            "enum": [
-              "canny",
-              "depth"
-            ],
-            "title": "Conditioning Type",
-            "type": "string"
+          "allows_empty_prompt": {
+            "default": false,
+            "title": "Allows Empty Prompt",
+            "type": "boolean"
           },
-          "frame_time": {
-            "default": 0,
-            "title": "Frame Time",
-            "type": "number"
+          "allows_reference_image": {
+            "default": false,
+            "title": "Allows Reference Image",
+            "type": "boolean"
+          },
+          "author": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/AuthorSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "base_model": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Base Model"
+          },
+          "controls": {
+            "items": {
+              "$ref": "#/components/schemas/IcLoraControl"
+            },
+            "title": "Controls",
+            "type": "array"
+          },
+          "created_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Created At"
+          },
+          "default_settings": {
+            "$ref": "#/components/schemas/IcLoraSettings"
+          },
+          "description": {
+            "title": "Description",
+            "type": "string"
+          },
+          "download": {
+            "$ref": "#/components/schemas/DownloadSpec"
+          },
+          "id": {
+            "title": "Id",
+            "type": "string"
+          },
+          "input": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/InputSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "instructions": {
+            "items": {
+              "$ref": "#/components/schemas/InstructionSection"
+            },
+            "title": "Instructions",
+            "type": "array"
+          },
+          "license": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/LicenseSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "media": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/MediaSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "preprocessing": {
+            "items": {
+              "$ref": "#/components/schemas/PreprocessingStep"
+            },
+            "title": "Preprocessing",
+            "type": "array"
+          },
+          "recommended_strength": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recommended Strength"
+          },
+          "requires_hf_login": {
+            "title": "Requires Hf Login",
+            "type": "boolean"
+          },
+          "tags": {
+            "items": {
+              "type": "string"
+            },
+            "title": "Tags",
+            "type": "array"
+          },
+          "trigger": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Trigger"
+          }
+        },
+        "required": [
+          "id",
+          "name",
+          "description",
+          "download",
+          "requires_hf_login"
+        ],
+        "title": "IcLoraCatalogItem",
+        "type": "object"
+      },
+      "IcLoraControl": {
+        "properties": {
+          "default": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Default"
+          },
+          "id": {
+            "title": "Id",
+            "type": "string"
+          },
+          "kind": {
+            "default": "int",
+            "enum": [
+              "int",
+              "select",
+              "position_canvas"
+            ],
+            "title": "Kind",
+            "type": "string"
+          },
+          "label": {
+            "title": "Label",
+            "type": "string"
+          },
+          "options": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Options"
+          },
+          "unit": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Unit"
+          },
+          "value_labels": {
+            "anyOf": [
+              {
+                "additionalProperties": {
+                  "type": "string"
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Value Labels"
+          }
+        },
+        "required": [
+          "id",
+          "label"
+        ],
+        "title": "IcLoraControl",
+        "type": "object"
+      },
+      "IcLoraDownloadProgressResponse": {
+        "properties": {
+          "downloaded_bytes": {
+            "default": 0,
+            "title": "Downloaded Bytes",
+            "type": "integer"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          },
+          "expected_bytes": {
+            "default": 0,
+            "title": "Expected Bytes",
+            "type": "integer"
+          },
+          "ic_lora_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Ic Lora Id"
+          },
+          "progress": {
+            "default": 0.0,
+            "title": "Progress",
+            "type": "number"
+          },
+          "speed_bytes_per_sec": {
+            "default": 0.0,
+            "title": "Speed Bytes Per Sec",
+            "type": "number"
+          },
+          "status": {
+            "enum": [
+              "downloading",
+              "complete",
+              "error"
+            ],
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "title": "IcLoraDownloadProgressResponse",
+        "type": "object"
+      },
+      "IcLoraDownloadRequest": {
+        "properties": {
+          "ic_lora_id": {
+            "title": "Ic Lora Id",
+            "type": "string"
+          },
+          "use_hf_auth": {
+            "default": false,
+            "title": "Use Hf Auth",
+            "type": "boolean"
+          },
+          "variant_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Variant Id"
+          }
+        },
+        "required": [
+          "ic_lora_id"
+        ],
+        "title": "IcLoraDownloadRequest",
+        "type": "object"
+      },
+      "IcLoraExtractRequest": {
+        "properties": {
+          "conditioning_type": {
+            "default": "canny",
+            "enum": [
+              "canny",
+              "depth"
+            ],
+            "title": "Conditioning Type",
+            "type": "string"
+          },
+          "frame_time": {
+            "default": 0,
+            "title": "Frame Time",
+            "type": "number"
           },
           "video_path": {
             "title": "Video Path",
@@ -961,24 +1645,106 @@
       },
       "IcLoraGenerateRequest": {
         "properties": {
-          "cfg_guidance_scale": {
-            "default": 1.0,
-            "title": "Cfg Guidance Scale",
-            "type": "number"
-          },
-          "conditioning_strength": {
+          "audio_mode": {
+            "anyOf": [
+              {
+                "enum": [
+                  "source",
+                  "generated",
+                  "off"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Audio Mode"
+          },
+          "cfg_guidance_scale": {
             "default": 1.0,
-            "title": "Conditioning Strength",
+            "title": "Cfg Guidance Scale",
             "type": "number"
           },
+          "conditioning_strength": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Conditioning Strength"
+          },
           "conditioning_type": {
             "enum": [
               "canny",
-              "depth"
+              "depth",
+              "custom"
             ],
             "title": "Conditioning Type",
             "type": "string"
           },
+          "control_values": {
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "type": "integer"
+                },
+                {
+                  "type": "string"
+                }
+              ]
+            },
+            "title": "Control Values",
+            "type": "object"
+          },
+          "control_video_path": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Control Video Path"
+          },
+          "custom_lora_ref": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Custom Lora Ref"
+          },
+          "fps_override": {
+            "anyOf": [
+              {
+                "exclusiveMinimum": 0.0,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Fps Override"
+          },
+          "ic_lora_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Ic Lora Id"
+          },
           "images": {
             "items": {
               "$ref": "#/components/schemas/IcLoraImageInput"
@@ -986,6 +1752,30 @@
             "title": "Images",
             "type": "array"
           },
+          "input_path": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Input Path"
+          },
+          "lora_strength": {
+            "anyOf": [
+              {
+                "maximum": 2.0,
+                "minimum": 0.0,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Lora Strength"
+          },
           "negative_prompt": {
             "default": "",
             "title": "Negative Prompt",
@@ -996,18 +1786,83 @@
             "title": "Num Inference Steps",
             "type": "integer"
           },
+          "outpaint_pads": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/OutpaintPads"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
           "prompt": {
-            "minLength": 1,
             "title": "Prompt",
             "type": "string"
           },
+          "resolution": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/TargetResolution"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "resolution_factor": {
+            "anyOf": [
+              {
+                "maximum": 2.0,
+                "minimum": 0.0,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Resolution Factor"
+          },
+          "skip_stage_2": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Skip Stage 2"
+          },
+          "use_lora_in_stage_2": {
+            "anyOf": [
+              {
+                "type": "boolean"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Use Lora In Stage 2"
+          },
+          "variant_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Variant Id"
+          },
           "video_path": {
+            "default": "",
             "title": "Video Path",
             "type": "string"
           }
         },
         "required": [
-          "video_path",
           "conditioning_type",
           "prompt"
         ],
@@ -1037,6 +1892,91 @@
         "title": "IcLoraImageInput",
         "type": "object"
       },
+      "IcLoraListItem": {
+        "properties": {
+          "downloaded": {
+            "title": "Downloaded",
+            "type": "boolean"
+          },
+          "downloaded_variant_ids": {
+            "items": {
+              "type": "string"
+            },
+            "title": "Downloaded Variant Ids",
+            "type": "array"
+          },
+          "ic_lora": {
+            "$ref": "#/components/schemas/IcLoraCatalogItem"
+          }
+        },
+        "required": [
+          "ic_lora",
+          "downloaded"
+        ],
+        "title": "IcLoraListItem",
+        "type": "object"
+      },
+      "IcLoraListResponse": {
+        "properties": {
+          "ic_loras": {
+            "items": {
+              "$ref": "#/components/schemas/IcLoraListItem"
+            },
+            "title": "Ic Loras",
+            "type": "array"
+          }
+        },
+        "required": [
+          "ic_loras"
+        ],
+        "title": "IcLoraListResponse",
+        "type": "object"
+      },
+      "IcLoraSettings": {
+        "properties": {
+          "audio_mode": {
+            "default": "generated",
+            "enum": [
+              "source",
+              "generated",
+              "off"
+            ],
+            "title": "Audio Mode",
+            "type": "string"
+          },
+          "conditioning_strength": {
+            "default": 1.0,
+            "title": "Conditioning Strength",
+            "type": "number"
+          },
+          "lora_strength": {
+            "default": 1.0,
+            "maximum": 2.0,
+            "minimum": 0.0,
+            "title": "Lora Strength",
+            "type": "number"
+          },
+          "resolution_factor": {
+            "default": 2.0,
+            "maximum": 2.0,
+            "minimum": 0.0,
+            "title": "Resolution Factor",
+            "type": "number"
+          },
+          "skip_stage_2": {
+            "default": false,
+            "title": "Skip Stage 2",
+            "type": "boolean"
+          },
+          "use_lora_in_stage_2": {
+            "default": false,
+            "title": "Use Lora In Stage 2",
+            "type": "boolean"
+          }
+        },
+        "title": "IcLoraSettings",
+        "type": "object"
+      },
       "ImageGenRecommendationResponse": {
         "properties": {
           "cp_to_download": {
@@ -1044,7 +1984,9 @@
               {
                 "enum": [
                   "ltx-2.3-22b-distilled",
+                  "ltx-2.3-22b-distilled-1.1",
                   "ltx-2.3-spatial-upscaler-x2-1.0",
+                  "ltx-2.3-spatial-upscaler-x2-1.1",
                   "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                   "dpt-hybrid-midas",
                   "yolox-l-torchscript",
@@ -1067,6 +2009,113 @@
         "title": "ImageGenRecommendationResponse",
         "type": "object"
       },
+      "InputSpec": {
+        "properties": {
+          "kind": {
+            "enum": [
+              "image",
+              "video"
+            ],
+            "title": "Kind",
+            "type": "string"
+          }
+        },
+        "required": [
+          "kind"
+        ],
+        "title": "InputSpec",
+        "type": "object"
+      },
+      "InstalledModelResponse": {
+        "properties": {
+          "is_ic_lora": {
+            "title": "Is Ic Lora",
+            "type": "boolean"
+          },
+          "is_lora": {
+            "title": "Is Lora",
+            "type": "boolean"
+          },
+          "kind": {
+            "title": "Kind",
+            "type": "string"
+          },
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "path": {
+            "title": "Path",
+            "type": "string"
+          },
+          "size_bytes": {
+            "title": "Size Bytes",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "path",
+          "name",
+          "kind",
+          "size_bytes",
+          "is_lora",
+          "is_ic_lora"
+        ],
+        "title": "InstalledModelResponse",
+        "type": "object"
+      },
+      "InstalledModelsResponse": {
+        "properties": {
+          "models": {
+            "items": {
+              "$ref": "#/components/schemas/InstalledModelResponse"
+            },
+            "title": "Models",
+            "type": "array"
+          }
+        },
+        "required": [
+          "models"
+        ],
+        "title": "InstalledModelsResponse",
+        "type": "object"
+      },
+      "InstructionSection": {
+        "properties": {
+          "body": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              }
+            ],
+            "title": "Body"
+          },
+          "title": {
+            "enum": [
+              "What it does",
+              "Input",
+              "Prompt",
+              "Tips",
+              "Notes"
+            ],
+            "title": "Title",
+            "type": "string"
+          }
+        },
+        "required": [
+          "title",
+          "body"
+        ],
+        "title": "InstructionSection",
+        "type": "object"
+      },
+      "JsonValue": {},
       "LTXVideoGenerationModelSpecItem": {
         "properties": {
           "pipeline": {
@@ -1171,13 +2220,324 @@
         "title": "LTXVideoGenerationSpec",
         "type": "object"
       },
-      "LtxDownloadRecommendationResponse": {
+      "LicenseSpec": {
         "properties": {
-          "cps_to_download": {
-            "items": {
-              "enum": [
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "url": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Url"
+          }
+        },
+        "required": [
+          "name"
+        ],
+        "title": "LicenseSpec",
+        "type": "object"
+      },
+      "LoraCatalogItem": {
+        "description": "Base catalog entry — used as-is for a plain LoRA.",
+        "properties": {
+          "allows_empty_prompt": {
+            "default": false,
+            "title": "Allows Empty Prompt",
+            "type": "boolean"
+          },
+          "author": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/AuthorSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "base_model": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Base Model"
+          },
+          "created_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Created At"
+          },
+          "description": {
+            "title": "Description",
+            "type": "string"
+          },
+          "download": {
+            "$ref": "#/components/schemas/DownloadSpec"
+          },
+          "id": {
+            "title": "Id",
+            "type": "string"
+          },
+          "input": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/InputSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "instructions": {
+            "items": {
+              "$ref": "#/components/schemas/InstructionSection"
+            },
+            "title": "Instructions",
+            "type": "array"
+          },
+          "license": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/LicenseSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "media": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/MediaSpec"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "name": {
+            "title": "Name",
+            "type": "string"
+          },
+          "recommended_strength": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recommended Strength"
+          },
+          "requires_hf_login": {
+            "title": "Requires Hf Login",
+            "type": "boolean"
+          },
+          "tags": {
+            "items": {
+              "type": "string"
+            },
+            "title": "Tags",
+            "type": "array"
+          },
+          "trigger": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Trigger"
+          }
+        },
+        "required": [
+          "id",
+          "name",
+          "description",
+          "download",
+          "requires_hf_login"
+        ],
+        "title": "LoraCatalogItem",
+        "type": "object"
+      },
+      "LoraDownloadProgressResponse": {
+        "properties": {
+          "downloaded_bytes": {
+            "default": 0,
+            "title": "Downloaded Bytes",
+            "type": "integer"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          },
+          "expected_bytes": {
+            "default": 0,
+            "title": "Expected Bytes",
+            "type": "integer"
+          },
+          "lora_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Lora Id"
+          },
+          "progress": {
+            "default": 0.0,
+            "title": "Progress",
+            "type": "number"
+          },
+          "speed_bytes_per_sec": {
+            "default": 0.0,
+            "title": "Speed Bytes Per Sec",
+            "type": "number"
+          },
+          "status": {
+            "enum": [
+              "downloading",
+              "complete",
+              "error"
+            ],
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "title": "LoraDownloadProgressResponse",
+        "type": "object"
+      },
+      "LoraDownloadRequest": {
+        "properties": {
+          "lora_id": {
+            "title": "Lora Id",
+            "type": "string"
+          },
+          "use_hf_auth": {
+            "default": false,
+            "title": "Use Hf Auth",
+            "type": "boolean"
+          },
+          "variant_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Variant Id"
+          }
+        },
+        "required": [
+          "lora_id"
+        ],
+        "title": "LoraDownloadRequest",
+        "type": "object"
+      },
+      "LoraEntry": {
+        "properties": {
+          "ref": {
+            "title": "Ref",
+            "type": "string"
+          },
+          "scale": {
+            "default": 1.0,
+            "maximum": 4.0,
+            "minimum": 0.0,
+            "title": "Scale",
+            "type": "number"
+          }
+        },
+        "required": [
+          "ref"
+        ],
+        "title": "LoraEntry",
+        "type": "object"
+      },
+      "LoraListItem": {
+        "properties": {
+          "downloaded": {
+            "title": "Downloaded",
+            "type": "boolean"
+          },
+          "downloaded_variant_ids": {
+            "items": {
+              "type": "string"
+            },
+            "title": "Downloaded Variant Ids",
+            "type": "array"
+          },
+          "lora": {
+            "$ref": "#/components/schemas/LoraCatalogItem"
+          }
+        },
+        "required": [
+          "lora",
+          "downloaded"
+        ],
+        "title": "LoraListItem",
+        "type": "object"
+      },
+      "LoraListResponse": {
+        "properties": {
+          "loras": {
+            "items": {
+              "$ref": "#/components/schemas/LoraListItem"
+            },
+            "title": "Loras",
+            "type": "array"
+          }
+        },
+        "required": [
+          "loras"
+        ],
+        "title": "LoraListResponse",
+        "type": "object"
+      },
+      "LtxDownloadRecommendationResponse": {
+        "properties": {
+          "cps_to_download": {
+            "items": {
+              "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -1209,7 +2569,9 @@
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -1248,27 +2610,19 @@
         "title": "LtxInsufficientFundsErrorResponse",
         "type": "object"
       },
-      "LtxOkRecommendationResponse": {
-        "properties": {
-          "status": {
-            "const": "ok",
-            "title": "Status",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status"
-        ],
-        "title": "LtxOkRecommendationResponse",
-        "type": "object"
-      },
-      "LtxUpgradeRecommendationResponse": {
+      "LtxModelVersionItem": {
         "properties": {
-          "cps_to_delete": {
+          "active": {
+            "title": "Active",
+            "type": "boolean"
+          },
+          "cps_to_download": {
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -1278,19 +2632,126 @@
               ],
               "type": "string"
             },
-            "title": "Cps To Delete",
+            "title": "Cps To Download",
             "type": "array"
           },
-          "cps_to_download": {
-            "items": {
-              "enum": [
-                "ltx-2.3-22b-distilled",
-                "ltx-2.3-spatial-upscaler-x2-1.0",
-                "ltx-2.3-22b-ic-lora-union-control-ref0.5",
-                "dpt-hybrid-midas",
-                "yolox-l-torchscript",
-                "dw-ll-ucoco-384-bs5",
-                "gemma-3-12b-it-qat-q4_0-unquantized",
+          "installed": {
+            "title": "Installed",
+            "type": "boolean"
+          },
+          "is_newest": {
+            "title": "Is Newest",
+            "type": "boolean"
+          },
+          "label": {
+            "title": "Label",
+            "type": "string"
+          },
+          "model_cp": {
+            "enum": [
+              "ltx-2.3-22b-distilled",
+              "ltx-2.3-22b-distilled-1.1",
+              "ltx-2.3-spatial-upscaler-x2-1.0",
+              "ltx-2.3-spatial-upscaler-x2-1.1",
+              "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+              "dpt-hybrid-midas",
+              "yolox-l-torchscript",
+              "dw-ll-ucoco-384-bs5",
+              "gemma-3-12b-it-qat-q4_0-unquantized",
+              "z-image-turbo"
+            ],
+            "title": "Model Cp",
+            "type": "string"
+          },
+          "model_id": {
+            "enum": [
+              "ltx-2.3-22b-distilled-1.1",
+              "ltx-2.3-22b-distilled"
+            ],
+            "title": "Model Id",
+            "type": "string"
+          },
+          "size_bytes": {
+            "title": "Size Bytes",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "model_id",
+          "label",
+          "model_cp",
+          "size_bytes",
+          "installed",
+          "active",
+          "is_newest",
+          "cps_to_download"
+        ],
+        "title": "LtxModelVersionItem",
+        "type": "object"
+      },
+      "LtxModelVersionsResponse": {
+        "properties": {
+          "versions": {
+            "items": {
+              "$ref": "#/components/schemas/LtxModelVersionItem"
+            },
+            "title": "Versions",
+            "type": "array"
+          }
+        },
+        "required": [
+          "versions"
+        ],
+        "title": "LtxModelVersionsResponse",
+        "type": "object"
+      },
+      "LtxOkRecommendationResponse": {
+        "properties": {
+          "status": {
+            "const": "ok",
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "title": "LtxOkRecommendationResponse",
+        "type": "object"
+      },
+      "LtxUpgradeRecommendationResponse": {
+        "properties": {
+          "cps_to_delete": {
+            "items": {
+              "enum": [
+                "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
+                "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
+                "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+                "dpt-hybrid-midas",
+                "yolox-l-torchscript",
+                "dw-ll-ucoco-384-bs5",
+                "gemma-3-12b-it-qat-q4_0-unquantized",
+                "z-image-turbo"
+              ],
+              "type": "string"
+            },
+            "title": "Cps To Delete",
+            "type": "array"
+          },
+          "cps_to_download": {
+            "items": {
+              "enum": [
+                "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
+                "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
+                "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+                "dpt-hybrid-midas",
+                "yolox-l-torchscript",
+                "dw-ll-ucoco-384-bs5",
+                "gemma-3-12b-it-qat-q4_0-unquantized",
                 "z-image-turbo"
               ],
               "type": "string"
@@ -1299,7 +2760,10 @@
             "type": "array"
           },
           "ltx_model_id": {
-            "const": "ltx-2.3-22b-distilled",
+            "enum": [
+              "ltx-2.3-22b-distilled-1.1",
+              "ltx-2.3-22b-distilled"
+            ],
             "title": "Ltx Model Id",
             "type": "string"
           },
@@ -1329,13 +2793,43 @@
         "title": "LtxUpgradeRecommendationResponse",
         "type": "object"
       },
+      "MediaSpec": {
+        "properties": {
+          "demo_video": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Demo Video"
+          },
+          "thumbnail": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Thumbnail"
+          }
+        },
+        "title": "MediaSpec",
+        "type": "object"
+      },
       "ModelDeleteRequest": {
         "properties": {
           "cp_ids": {
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -1359,7 +2853,9 @@
             "items": {
               "enum": [
                 "ltx-2.3-22b-distilled",
+                "ltx-2.3-22b-distilled-1.1",
                 "ltx-2.3-spatial-upscaler-x2-1.0",
+                "ltx-2.3-spatial-upscaler-x2-1.1",
                 "ltx-2.3-22b-ic-lora-union-control-ref0.5",
                 "dpt-hybrid-midas",
                 "yolox-l-torchscript",
@@ -1438,6 +2934,106 @@
         "title": "ModelStatusItem",
         "type": "object"
       },
+      "MpsMemoryResponse": {
+        "description": "Read-only Apple Silicon MPS memory snapshot, MiB. Fields are None off MPS.",
+        "properties": {
+          "allocated_mib": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Allocated Mib"
+          },
+          "available": {
+            "title": "Available",
+            "type": "boolean"
+          },
+          "driver_mib": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Driver Mib"
+          },
+          "recommended_max_mib": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recommended Max Mib"
+          }
+        },
+        "required": [
+          "available"
+        ],
+        "title": "MpsMemoryResponse",
+        "type": "object"
+      },
+      "OutpaintPads": {
+        "description": "Per-edge pixels to add around the source video (extend-only, so all ≥ 0).\n\nThe +100% cap (each ≤ the source's axis size) needs the source dimensions, so it's enforced\nin `_outpaint_canvas`, not here.",
+        "properties": {
+          "bottom": {
+            "minimum": 0.0,
+            "title": "Bottom",
+            "type": "integer"
+          },
+          "left": {
+            "minimum": 0.0,
+            "title": "Left",
+            "type": "integer"
+          },
+          "right": {
+            "minimum": 0.0,
+            "title": "Right",
+            "type": "integer"
+          },
+          "top": {
+            "minimum": 0.0,
+            "title": "Top",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "left",
+          "right",
+          "top",
+          "bottom"
+        ],
+        "title": "OutpaintPads",
+        "type": "object"
+      },
+      "PreprocessingStep": {
+        "properties": {
+          "params": {
+            "additionalProperties": {
+              "$ref": "#/components/schemas/JsonValue"
+            },
+            "title": "Params",
+            "type": "object"
+          },
+          "utility": {
+            "title": "Utility",
+            "type": "string"
+          }
+        },
+        "required": [
+          "utility"
+        ],
+        "title": "PreprocessingStep",
+        "type": "object"
+      },
       "RetakeCancelledResponse": {
         "properties": {
           "status": {
@@ -1493,6 +3089,16 @@
             "title": "Prompt",
             "type": "string"
           },
+          "resolution": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/TargetResolution"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
           "start_time": {
             "title": "Start Time",
             "type": "number"
@@ -1542,8 +3148,45 @@
         "title": "RuntimePolicyResponse",
         "type": "object"
       },
+      "SetActiveLtxModelRequest": {
+        "properties": {
+          "model_id": {
+            "enum": [
+              "ltx-2.3-22b-distilled-1.1",
+              "ltx-2.3-22b-distilled"
+            ],
+            "title": "Model Id",
+            "type": "string"
+          }
+        },
+        "required": [
+          "model_id"
+        ],
+        "title": "SetActiveLtxModelRequest",
+        "type": "object"
+      },
       "SettingsResponse": {
         "properties": {
+          "activeLtxModelId": {
+            "anyOf": [
+              {
+                "enum": [
+                  "ltx-2.3-22b-distilled-1.1",
+                  "ltx-2.3-22b-distilled"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Activeltxmodelid"
+          },
+          "diffusionStageCacheEnabled": {
+            "default": false,
+            "title": "Diffusionstagecacheenabled",
+            "type": "boolean"
+          },
           "hasFalApiKey": {
             "default": false,
             "title": "Hasfalapikey",
@@ -1668,131 +3311,685 @@
               {
                 "type": "null"
               }
-            ],
-            "title": "Inputimage"
-          },
-          "mode": {
-            "default": "text-to-video",
-            "enum": [
-              "text-to-video",
-              "image-to-video",
-              "text-to-image"
-            ],
-            "title": "Mode",
-            "type": "string"
-          }
-        },
-        "title": "SuggestGapPromptRequest",
-        "type": "object"
-      },
-      "SuggestGapPromptResponse": {
-        "properties": {
-          "status": {
-            "const": "success",
-            "default": "success",
-            "title": "Status",
-            "type": "string"
+            ],
+            "title": "Inputimage"
+          },
+          "mode": {
+            "default": "text-to-video",
+            "enum": [
+              "text-to-video",
+              "image-to-video",
+              "text-to-image"
+            ],
+            "title": "Mode",
+            "type": "string"
+          }
+        },
+        "title": "SuggestGapPromptRequest",
+        "type": "object"
+      },
+      "SuggestGapPromptResponse": {
+        "properties": {
+          "status": {
+            "const": "success",
+            "default": "success",
+            "title": "Status",
+            "type": "string"
+          },
+          "suggested_prompt": {
+            "title": "Suggested Prompt",
+            "type": "string"
+          }
+        },
+        "required": [
+          "suggested_prompt"
+        ],
+        "title": "SuggestGapPromptResponse",
+        "type": "object"
+      },
+      "TargetResolution": {
+        "description": "Desired output resolution for a local generation. The backend corrects it to the\nnearest valid size (snapped down to a multiple of 32, never above the source).",
+        "properties": {
+          "height": {
+            "exclusiveMinimum": 0.0,
+            "title": "Height",
+            "type": "integer"
+          },
+          "width": {
+            "exclusiveMinimum": 0.0,
+            "title": "Width",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "width",
+          "height"
+        ],
+        "title": "TargetResolution",
+        "type": "object"
+      },
+      "TextEncoderRecommendationResponse": {
+        "properties": {
+          "cp_to_download": {
+            "anyOf": [
+              {
+                "enum": [
+                  "ltx-2.3-22b-distilled",
+                  "ltx-2.3-22b-distilled-1.1",
+                  "ltx-2.3-spatial-upscaler-x2-1.0",
+                  "ltx-2.3-spatial-upscaler-x2-1.1",
+                  "ltx-2.3-22b-ic-lora-union-control-ref0.5",
+                  "dpt-hybrid-midas",
+                  "yolox-l-torchscript",
+                  "dw-ll-ucoco-384-bs5",
+                  "gemma-3-12b-it-qat-q4_0-unquantized",
+                  "z-image-turbo"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Cp To Download"
+          },
+          "expected_size_bytes": {
+            "title": "Expected Size Bytes",
+            "type": "integer"
+          },
+          "expected_size_gb": {
+            "title": "Expected Size Gb",
+            "type": "number"
+          }
+        },
+        "required": [
+          "cp_to_download",
+          "expected_size_bytes",
+          "expected_size_gb"
+        ],
+        "title": "TextEncoderRecommendationResponse",
+        "type": "object"
+      }
+    }
+  },
+  "info": {
+    "title": "LTX-2 Video Generation Server",
+    "version": "0.1.0"
+  },
+  "openapi": "3.1.0",
+  "paths": {
+    "/api/auth/huggingface/callback": {
+      "get": {
+        "operationId": "route_hf_callback_api_auth_huggingface_callback_get",
+        "parameters": [
+          {
+            "in": "query",
+            "name": "code",
+            "required": false,
+            "schema": {
+              "default": "",
+              "title": "Code",
+              "type": "string"
+            }
+          },
+          {
+            "in": "query",
+            "name": "state",
+            "required": false,
+            "schema": {
+              "default": "",
+              "title": "State",
+              "type": "string"
+            }
+          },
+          {
+            "in": "query",
+            "name": "error",
+            "required": false,
+            "schema": {
+              "default": "",
+              "title": "Error",
+              "type": "string"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "content": {
+              "text/html": {
+                "schema": {
+                  "type": "string"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "text/html": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "text/html": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Hf Callback",
+        "tags": [
+          "hf_auth"
+        ]
+      }
+    },
+    "/api/auth/huggingface/login": {
+      "post": {
+        "operationId": "route_hf_login_api_auth_huggingface_login_post",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HuggingFaceLoginResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Hf Login",
+        "tags": [
+          "hf_auth"
+        ]
+      }
+    },
+    "/api/auth/huggingface/logout": {
+      "post": {
+        "operationId": "route_hf_logout_api_auth_huggingface_logout_post",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HuggingFaceLogoutResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Hf Logout",
+        "tags": [
+          "hf_auth"
+        ]
+      }
+    },
+    "/api/auth/huggingface/status": {
+      "get": {
+        "operationId": "route_hf_auth_status_api_auth_huggingface_status_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HuggingFaceAuthStatusResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Hf Auth Status",
+        "tags": [
+          "hf_auth"
+        ]
+      }
+    },
+    "/api/extend": {
+      "post": {
+        "operationId": "route_extend_api_extend_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/ExtendRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/RetakeVideoResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/RetakePayloadResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/RetakeCancelledResponse"
+                    }
+                  ],
+                  "title": "Response Route Extend Api Extend Post"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Extend",
+        "tags": [
+          "extend"
+        ]
+      }
+    },
+    "/api/generate": {
+      "post": {
+        "description": "POST /api/generate — video generation from JSON body.",
+        "operationId": "route_generate_api_generate_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/GenerateVideoRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/GenerateVideoCompleteResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/GenerateVideoCancelledResponse"
+                    }
+                  ],
+                  "title": "Response Route Generate Api Generate Post"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "402": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/LtxInsufficientFundsErrorResponse"
+                }
+              }
+            },
+            "description": "LTX API credits are insufficient for the requested generation"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Generate",
+        "tags": [
+          "generation"
+        ]
+      }
+    },
+    "/api/generate-image": {
+      "post": {
+        "description": "POST /api/generate-image.",
+        "operationId": "route_generate_image_api_generate_image_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/GenerateImageRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/GenerateImageCompleteResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/GenerateImageCancelledResponse"
+                    }
+                  ],
+                  "title": "Response Route Generate Image Api Generate Image Post"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Generate Image",
+        "tags": [
+          "image"
+        ]
+      }
+    },
+    "/api/generate/cancel": {
+      "post": {
+        "description": "POST /api/generate/cancel.",
+        "operationId": "route_generate_cancel_api_generate_cancel_post",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/CancelCancellingResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/CancelNoActiveGenerationResponse"
+                    }
+                  ],
+                  "title": "Response Route Generate Cancel Api Generate Cancel Post"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Generate Cancel",
+        "tags": [
+          "generation"
+        ]
+      }
+    },
+    "/api/generate/models-specs": {
+      "get": {
+        "description": "GET /api/generate/models-specs.",
+        "operationId": "route_generate_model_specs_api_generate_models_specs_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/GenerateVideoModelsSpecsResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
           },
-          "suggested_prompt": {
-            "title": "Suggested Prompt",
-            "type": "string"
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
           }
         },
-        "required": [
-          "suggested_prompt"
-        ],
-        "title": "SuggestGapPromptResponse",
-        "type": "object"
-      },
-      "TextEncoderRecommendationResponse": {
-        "properties": {
-          "cp_to_download": {
-            "anyOf": [
-              {
-                "enum": [
-                  "ltx-2.3-22b-distilled",
-                  "ltx-2.3-spatial-upscaler-x2-1.0",
-                  "ltx-2.3-22b-ic-lora-union-control-ref0.5",
-                  "dpt-hybrid-midas",
-                  "yolox-l-torchscript",
-                  "dw-ll-ucoco-384-bs5",
-                  "gemma-3-12b-it-qat-q4_0-unquantized",
-                  "z-image-turbo"
-                ],
-                "type": "string"
-              },
-              {
-                "type": "null"
+        "summary": "Route Generate Model Specs",
+        "tags": [
+          "generation"
+        ]
+      }
+    },
+    "/api/generation/progress": {
+      "get": {
+        "description": "GET /api/generation/progress.",
+        "operationId": "route_generation_progress_api_generation_progress_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/GenerationProgressResponse"
+                }
               }
-            ],
-            "title": "Cp To Download"
+            },
+            "description": "Successful Response"
           },
-          "expected_size_bytes": {
-            "title": "Expected Size Bytes",
-            "type": "integer"
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
           },
-          "expected_size_gb": {
-            "title": "Expected Size Gb",
-            "type": "number"
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
           }
         },
-        "required": [
-          "cp_to_download",
-          "expected_size_bytes",
-          "expected_size_gb"
-        ],
-        "title": "TextEncoderRecommendationResponse",
-        "type": "object"
+        "summary": "Route Generation Progress",
+        "tags": [
+          "generation"
+        ]
       }
-    }
-  },
-  "info": {
-    "title": "LTX-2 Video Generation Server",
-    "version": "0.1.0"
-  },
-  "openapi": "3.1.0",
-  "paths": {
-    "/api/auth/huggingface/callback": {
+    },
+    "/api/gpu-info": {
       "get": {
-        "operationId": "route_hf_callback_api_auth_huggingface_callback_get",
-        "parameters": [
-          {
-            "in": "query",
-            "name": "code",
-            "required": false,
-            "schema": {
-              "default": "",
-              "title": "Code",
-              "type": "string"
-            }
+        "operationId": "route_gpu_info_api_gpu_info_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/GpuInfoResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
           },
-          {
-            "in": "query",
-            "name": "state",
-            "required": false,
-            "schema": {
-              "default": "",
-              "title": "State",
-              "type": "string"
-            }
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
           },
-          {
-            "in": "query",
-            "name": "error",
-            "required": false,
-            "schema": {
-              "default": "",
-              "title": "Error",
-              "type": "string"
-            }
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
           }
-        ],
+        },
+        "summary": "Route Gpu Info",
+        "tags": [
+          "health"
+        ]
+      }
+    },
+    "/api/gpu-info/mps": {
+      "get": {
+        "operationId": "route_mps_memory_api_gpu_info_mps_get",
         "responses": {
           "200": {
             "content": {
-              "text/html": {
+              "application/json": {
                 "schema": {
-                  "type": "string"
+                  "$ref": "#/components/schemas/MpsMemoryResponse"
                 }
               }
             },
@@ -1800,7 +3997,7 @@
           },
           "4XX": {
             "content": {
-              "text/html": {
+              "application/json": {
                 "schema": {
                   "$ref": "#/components/schemas/HTTPErrorResponse"
                 }
@@ -1810,7 +4007,7 @@
           },
           "5XX": {
             "content": {
-              "text/html": {
+              "application/json": {
                 "schema": {
                   "$ref": "#/components/schemas/HTTPErrorResponse"
                 }
@@ -1819,21 +4016,31 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Hf Callback",
+        "summary": "Route Mps Memory",
         "tags": [
-          "hf_auth"
+          "health"
         ]
       }
     },
-    "/api/auth/huggingface/login": {
+    "/api/ic-lora/extract-conditioning": {
       "post": {
-        "operationId": "route_hf_login_api_auth_huggingface_login_post",
+        "operationId": "route_ic_lora_extract_api_ic_lora_extract_conditioning_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/IcLoraExtractRequest"
+              }
+            }
+          },
+          "required": true
+        },
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/HuggingFaceLoginResponse"
+                  "$ref": "#/components/schemas/IcLoraExtractResponse"
                 }
               }
             },
@@ -1860,21 +4067,39 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Hf Login",
+        "summary": "Route Ic Lora Extract",
         "tags": [
-          "hf_auth"
+          "ic-lora"
         ]
       }
     },
-    "/api/auth/huggingface/logout": {
+    "/api/ic-lora/generate": {
       "post": {
-        "operationId": "route_hf_logout_api_auth_huggingface_logout_post",
+        "operationId": "route_ic_lora_generate_api_ic_lora_generate_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/IcLoraGenerateRequest"
+              }
+            }
+          },
+          "required": true
+        },
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/HuggingFaceLogoutResponse"
+                  "anyOf": [
+                    {
+                      "$ref": "#/components/schemas/IcLoraGenerateCompleteResponse"
+                    },
+                    {
+                      "$ref": "#/components/schemas/IcLoraGenerateCancelledResponse"
+                    }
+                  ],
+                  "title": "Response Route Ic Lora Generate Api Ic Lora Generate Post"
                 }
               }
             },
@@ -1901,21 +4126,21 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Hf Logout",
+        "summary": "Route Ic Lora Generate",
         "tags": [
-          "hf_auth"
+          "ic-lora"
         ]
       }
     },
-    "/api/auth/huggingface/status": {
+    "/api/ic-loras": {
       "get": {
-        "operationId": "route_hf_auth_status_api_auth_huggingface_status_get",
+        "operationId": "route_list_ic_loras_api_ic_loras_get",
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/HuggingFaceAuthStatusResponse"
+                  "$ref": "#/components/schemas/IcLoraListResponse"
                 }
               }
             },
@@ -1942,21 +4167,20 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Hf Auth Status",
+        "summary": "Route List Ic Loras",
         "tags": [
-          "hf_auth"
+          "ic-loras"
         ]
       }
     },
-    "/api/generate": {
+    "/api/ic-loras/download": {
       "post": {
-        "description": "POST /api/generate — video generation from JSON body.",
-        "operationId": "route_generate_api_generate_post",
+        "operationId": "route_ic_lora_download_api_ic_loras_download_post",
         "requestBody": {
           "content": {
             "application/json": {
               "schema": {
-                "$ref": "#/components/schemas/GenerateVideoRequest"
+                "$ref": "#/components/schemas/IcLoraDownloadRequest"
               }
             }
           },
@@ -1967,30 +4191,12 @@
             "content": {
               "application/json": {
                 "schema": {
-                  "anyOf": [
-                    {
-                      "$ref": "#/components/schemas/GenerateVideoCompleteResponse"
-                    },
-                    {
-                      "$ref": "#/components/schemas/GenerateVideoCancelledResponse"
-                    }
-                  ],
-                  "title": "Response Route Generate Api Generate Post"
+                  "$ref": "#/components/schemas/CatalogDownloadStartResponse"
                 }
               }
             },
             "description": "Successful Response"
           },
-          "402": {
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/LtxInsufficientFundsErrorResponse"
-                }
-              }
-            },
-            "description": "LTX API credits are insufficient for the requested generation"
-          },
           "4XX": {
             "content": {
               "application/json": {
@@ -2012,40 +4218,32 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Generate",
+        "summary": "Route Ic Lora Download",
         "tags": [
-          "generation"
+          "ic-loras"
         ]
       }
     },
-    "/api/generate-image": {
-      "post": {
-        "description": "POST /api/generate-image.",
-        "operationId": "route_generate_image_api_generate_image_post",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/GenerateImageRequest"
-              }
+    "/api/ic-loras/download/progress": {
+      "get": {
+        "operationId": "route_ic_lora_download_progress_api_ic_loras_download_progress_get",
+        "parameters": [
+          {
+            "in": "query",
+            "name": "sessionId",
+            "required": true,
+            "schema": {
+              "title": "Sessionid",
+              "type": "string"
             }
-          },
-          "required": true
-        },
+          }
+        ],
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "anyOf": [
-                    {
-                      "$ref": "#/components/schemas/GenerateImageCompleteResponse"
-                    },
-                    {
-                      "$ref": "#/components/schemas/GenerateImageCancelledResponse"
-                    }
-                  ],
-                  "title": "Response Route Generate Image Api Generate Image Post"
+                  "$ref": "#/components/schemas/IcLoraDownloadProgressResponse"
                 }
               }
             },
@@ -2072,30 +4270,21 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Generate Image",
+        "summary": "Route Ic Lora Download Progress",
         "tags": [
-          "image"
+          "ic-loras"
         ]
       }
     },
-    "/api/generate/cancel": {
-      "post": {
-        "description": "POST /api/generate/cancel.",
-        "operationId": "route_generate_cancel_api_generate_cancel_post",
+    "/api/loras": {
+      "get": {
+        "operationId": "route_list_loras_api_loras_get",
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "anyOf": [
-                    {
-                      "$ref": "#/components/schemas/CancelCancellingResponse"
-                    },
-                    {
-                      "$ref": "#/components/schemas/CancelNoActiveGenerationResponse"
-                    }
-                  ],
-                  "title": "Response Route Generate Cancel Api Generate Cancel Post"
+                  "$ref": "#/components/schemas/LoraListResponse"
                 }
               }
             },
@@ -2122,22 +4311,31 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Generate Cancel",
+        "summary": "Route List Loras",
         "tags": [
-          "generation"
+          "loras"
         ]
       }
     },
-    "/api/generate/models-specs": {
-      "get": {
-        "description": "GET /api/generate/models-specs.",
-        "operationId": "route_generate_model_specs_api_generate_models_specs_get",
+    "/api/loras/download": {
+      "post": {
+        "operationId": "route_lora_download_api_loras_download_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/LoraDownloadRequest"
+              }
+            }
+          },
+          "required": true
+        },
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/GenerateVideoModelsSpecsResponse"
+                  "$ref": "#/components/schemas/CatalogDownloadStartResponse"
                 }
               }
             },
@@ -2164,22 +4362,32 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Generate Model Specs",
+        "summary": "Route Lora Download",
         "tags": [
-          "generation"
+          "loras"
         ]
       }
     },
-    "/api/generation/progress": {
+    "/api/loras/download/progress": {
       "get": {
-        "description": "GET /api/generation/progress.",
-        "operationId": "route_generation_progress_api_generation_progress_get",
+        "operationId": "route_lora_download_progress_api_loras_download_progress_get",
+        "parameters": [
+          {
+            "in": "query",
+            "name": "sessionId",
+            "required": true,
+            "schema": {
+              "title": "Sessionid",
+              "type": "string"
+            }
+          }
+        ],
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/GenerationProgressResponse"
+                  "$ref": "#/components/schemas/LoraDownloadProgressResponse"
                 }
               }
             },
@@ -2206,21 +4414,40 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Generation Progress",
+        "summary": "Route Lora Download Progress",
         "tags": [
-          "generation"
+          "loras"
         ]
       }
     },
-    "/api/gpu-info": {
+    "/api/models": {
       "get": {
-        "operationId": "route_gpu_info_api_gpu_info_get",
+        "description": "Return installed model files. ?type=lora -> regular LoRAs only;\n?type=ic-lora -> IC-LoRAs only; no type -> all installed models.",
+        "operationId": "route_list_models_api_models_get",
+        "parameters": [
+          {
+            "in": "query",
+            "name": "type",
+            "required": false,
+            "schema": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Type"
+            }
+          }
+        ],
         "responses": {
           "200": {
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/GpuInfoResponse"
+                  "$ref": "#/components/schemas/InstalledModelsResponse"
                 }
               }
             },
@@ -2247,20 +4474,20 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Gpu Info",
+        "summary": "Route List Models",
         "tags": [
-          "health"
+          "models"
         ]
       }
     },
-    "/api/ic-lora/extract-conditioning": {
+    "/api/models/active-ltx-model": {
       "post": {
-        "operationId": "route_ic_lora_extract_api_ic_lora_extract_conditioning_post",
+        "operationId": "route_set_active_ltx_model_api_models_active_ltx_model_post",
         "requestBody": {
           "content": {
             "application/json": {
               "schema": {
-                "$ref": "#/components/schemas/IcLoraExtractRequest"
+                "$ref": "#/components/schemas/SetActiveLtxModelRequest"
               }
             }
           },
@@ -2271,7 +4498,7 @@
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/IcLoraExtractResponse"
+                  "$ref": "#/components/schemas/StatusResponse"
                 }
               }
             },
@@ -2298,20 +4525,20 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Ic Lora Extract",
+        "summary": "Route Set Active Ltx Model",
         "tags": [
-          "ic-lora"
+          "models"
         ]
       }
     },
-    "/api/ic-lora/generate": {
+    "/api/models/check-access": {
       "post": {
-        "operationId": "route_ic_lora_generate_api_ic_lora_generate_post",
+        "operationId": "route_check_model_access_api_models_check_access_post",
         "requestBody": {
           "content": {
             "application/json": {
               "schema": {
-                "$ref": "#/components/schemas/IcLoraGenerateRequest"
+                "$ref": "#/components/schemas/CheckModelAccessRequest"
               }
             }
           },
@@ -2322,15 +4549,7 @@
             "content": {
               "application/json": {
                 "schema": {
-                  "anyOf": [
-                    {
-                      "$ref": "#/components/schemas/IcLoraGenerateCompleteResponse"
-                    },
-                    {
-                      "$ref": "#/components/schemas/IcLoraGenerateCancelledResponse"
-                    }
-                  ],
-                  "title": "Response Route Ic Lora Generate Api Ic Lora Generate Post"
+                  "$ref": "#/components/schemas/CheckModelAccessResponse"
                 }
               }
             },
@@ -2357,20 +4576,20 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Ic Lora Generate",
+        "summary": "Route Check Model Access",
         "tags": [
-          "ic-lora"
+          "models"
         ]
       }
     },
-    "/api/models/check-access": {
-      "post": {
-        "operationId": "route_check_model_access_api_models_check_access_post",
+    "/api/models/delete": {
+      "delete": {
+        "operationId": "route_model_delete_api_models_delete_delete",
         "requestBody": {
           "content": {
             "application/json": {
               "schema": {
-                "$ref": "#/components/schemas/CheckModelAccessRequest"
+                "$ref": "#/components/schemas/ModelDeleteRequest"
               }
             }
           },
@@ -2381,7 +4600,7 @@
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/CheckModelAccessResponse"
+                  "$ref": "#/components/schemas/StatusResponse"
                 }
               }
             },
@@ -2408,20 +4627,20 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Check Model Access",
+        "summary": "Route Model Delete",
         "tags": [
           "models"
         ]
       }
     },
-    "/api/models/delete": {
-      "delete": {
-        "operationId": "route_model_delete_api_models_delete_delete",
+    "/api/models/describe": {
+      "post": {
+        "operationId": "route_describe_checkpoints_api_models_describe_post",
         "requestBody": {
           "content": {
             "application/json": {
               "schema": {
-                "$ref": "#/components/schemas/ModelDeleteRequest"
+                "$ref": "#/components/schemas/DescribeCheckpointsRequest"
               }
             }
           },
@@ -2432,7 +4651,7 @@
             "content": {
               "application/json": {
                 "schema": {
-                  "$ref": "#/components/schemas/StatusResponse"
+                  "$ref": "#/components/schemas/DescribeCheckpointsResponse"
                 }
               }
             },
@@ -2459,7 +4678,7 @@
             "description": "Server Error"
           }
         },
-        "summary": "Route Model Delete",
+        "summary": "Route Describe Checkpoints",
         "tags": [
           "models"
         ]
@@ -2516,6 +4735,47 @@
         ]
       }
     },
+    "/api/models/download/active": {
+      "get": {
+        "operationId": "route_active_download_api_models_download_active_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ActiveDownloadResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Active Download",
+        "tags": [
+          "models"
+        ]
+      }
+    },
     "/api/models/download/progress": {
       "get": {
         "operationId": "route_download_progress_api_models_download_progress_get",
@@ -2713,6 +4973,47 @@
         ]
       }
     },
+    "/api/models/ltx-versions": {
+      "get": {
+        "operationId": "route_ltx_versions_api_models_ltx_versions_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/LtxModelVersionsResponse"
+                }
+              }
+            },
+            "description": "Successful Response"
+          },
+          "4XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Client Error"
+          },
+          "5XX": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPErrorResponse"
+                }
+              }
+            },
+            "description": "Server Error"
+          }
+        },
+        "summary": "Route Ltx Versions",
+        "tags": [
+          "models"
+        ]
+      }
+    },
     "/api/models/text-encoder-recommendation": {
       "get": {
         "operationId": "route_text_encoder_recommendation_api_models_text_encoder_recommendation_get",
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index 30dec08a7..b5c8d14c4 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -72,6 +72,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/extend": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Extend */
+        post: operations["route_extend_api_extend_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/generate": {
         parameters: {
             query?: never;
@@ -189,6 +206,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/gpu-info/mps": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route Mps Memory */
+        get: operations["route_mps_memory_api_gpu_info_mps_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/ic-lora/extract-conditioning": {
         parameters: {
             query?: never;
@@ -223,6 +257,146 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/ic-loras": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route List Ic Loras */
+        get: operations["route_list_ic_loras_api_ic_loras_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/ic-loras/download": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Ic Lora Download */
+        post: operations["route_ic_lora_download_api_ic_loras_download_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/ic-loras/download/progress": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route Ic Lora Download Progress */
+        get: operations["route_ic_lora_download_progress_api_ic_loras_download_progress_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/loras": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route List Loras */
+        get: operations["route_list_loras_api_loras_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/loras/download": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Lora Download */
+        post: operations["route_lora_download_api_loras_download_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/loras/download/progress": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route Lora Download Progress */
+        get: operations["route_lora_download_progress_api_loras_download_progress_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/models": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /**
+         * Route List Models
+         * @description Return installed model files. ?type=lora -> regular LoRAs only;
+         *     ?type=ic-lora -> IC-LoRAs only; no type -> all installed models.
+         */
+        get: operations["route_list_models_api_models_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/api/models/active-ltx-model": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Set Active Ltx Model */
+        post: operations["route_set_active_ltx_model_api_models_active_ltx_model_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/models/check-access": {
         parameters: {
             query?: never;
@@ -257,6 +431,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/models/describe": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Route Describe Checkpoints */
+        post: operations["route_describe_checkpoints_api_models_describe_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/models/download": {
         parameters: {
             query?: never;
@@ -274,6 +465,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/models/download/active": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route Active Download */
+        get: operations["route_active_download_api_models_download_active_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/models/download/progress": {
         parameters: {
             query?: never;
@@ -342,6 +550,23 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/models/ltx-versions": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Route Ltx Versions */
+        get: operations["route_ltx_versions_api_models_ltx_versions_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/api/models/text-encoder-recommendation": {
         parameters: {
             query?: never;
@@ -466,8 +691,19 @@ export interface paths {
 export type webhooks = Record<string, never>;
 export interface components {
     schemas: {
+        /** ActiveDownloadResponse */
+        ActiveDownloadResponse: {
+            /** Cp Ids */
+            cp_ids: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            /** Session Id */
+            session_id: string | null;
+        };
         /** AppSettingsPatch */
         AppSettingsPatch: {
+            /** Activeltxmodelid */
+            activeLtxModelId?: ("ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled") | null;
+            /** Diffusionstagecacheenabled */
+            diffusionStageCacheEnabled?: boolean | null;
             /** Falapikey */
             falApiKey?: string | null;
             /** Geminiapikey */
@@ -493,6 +729,19 @@ export interface components {
             /** Userprefersltxapivideogenerations */
             userPrefersLtxApiVideoGenerations?: boolean | null;
         };
+        /** AuthorSpec */
+        AuthorSpec: {
+            /**
+             * Affiliation
+             * @default community
+             * @enum {string}
+             */
+            affiliation: "ltx" | "community";
+            /** Name */
+            name: string;
+            /** Url */
+            url?: string | null;
+        };
         /** CancelCancellingResponse */
         CancelCancellingResponse: {
             /** Id */
@@ -511,10 +760,17 @@ export interface components {
              */
             status: "no_active_generation";
         };
+        /** CatalogDownloadStartResponse */
+        CatalogDownloadStartResponse: {
+            /** Sessionid */
+            sessionId: string;
+            /** Status */
+            status: string;
+        };
         /** CheckModelAccessRequest */
         CheckModelAccessRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
         };
         /** CheckModelAccessResponse */
         CheckModelAccessResponse: {
@@ -523,6 +779,35 @@ export interface components {
                 [key: string]: "authorized" | "not_authorized";
             };
         };
+        /** CheckpointDescriptor */
+        CheckpointDescriptor: {
+            /**
+             * Cp Id
+             * @enum {string}
+             */
+            cp_id: "ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo";
+            /** Downloaded */
+            downloaded: boolean;
+            /** Name */
+            name: string;
+            /**
+             * Role
+             * @enum {string}
+             */
+            role: "base" | "upscaler" | "text_encoder" | "image" | "support";
+            /** Size Bytes */
+            size_bytes: number;
+        };
+        /** DescribeCheckpointsRequest */
+        DescribeCheckpointsRequest: {
+            /** Cp Ids */
+            cp_ids: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+        };
+        /** DescribeCheckpointsResponse */
+        DescribeCheckpointsResponse: {
+            /** Checkpoints */
+            checkpoints: components["schemas"]["CheckpointDescriptor"][];
+        };
         /** DownloadProgressCompleteResponse */
         DownloadProgressCompleteResponse: {
             /**
@@ -544,11 +829,11 @@ export interface components {
         /** DownloadProgressRunningResponse */
         DownloadProgressRunningResponse: {
             /** All Files */
-            all_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            all_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /** Completed Files */
-            completed_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            completed_files: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /** Current Downloading File */
-            current_downloading_file: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            current_downloading_file: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
             /** Current File Progress */
             current_file_progress: number;
             /** Error */
@@ -567,6 +852,53 @@ export interface components {
             /** Total Progress */
             total_progress: number;
         };
+        /**
+         * DownloadSpec
+         * @description HF download location for a catalog item.
+         *
+         *     ``variants`` is always non-empty. The first entry is the default checkpoint
+         *     (preferred for generation / omit-``variant_id`` downloads). See the comment on
+         *     ``LoraCatalogHandler`` listing helpers.
+         */
+        DownloadSpec: {
+            /** Repo Id */
+            repo_id: string;
+            /** Variants */
+            variants: components["schemas"]["DownloadVariant"][];
+        };
+        /**
+         * DownloadVariant
+         * @description One downloadable weights file under a catalog item (e.g. strong vs light).
+         */
+        DownloadVariant: {
+            /** Filename */
+            filename: string;
+            /** Id */
+            id: string;
+            /** Label */
+            label: string;
+            /** Size Bytes */
+            size_bytes: number;
+        };
+        /** ExtendRequest */
+        ExtendRequest: {
+            /** Duration */
+            duration: number;
+            /**
+             * Mode
+             * @default end
+             * @enum {string}
+             */
+            mode: "start" | "end";
+            /**
+             * Prompt
+             * @default
+             */
+            prompt: string;
+            resolution?: components["schemas"]["TargetResolution"] | null;
+            /** Video Path */
+            video_path: string;
+        };
         /** GenerateImageCancelledResponse */
         GenerateImageCancelledResponse: {
             /**
@@ -670,6 +1002,8 @@ export interface components {
             fps: 24 | 25 | 48 | 50;
             /** Imagepath */
             imagePath?: string | null;
+            /** Loras */
+            loras?: components["schemas"]["LoraEntry"][];
             /**
              * Model
              * @default fast
@@ -689,6 +1023,8 @@ export interface components {
              * @enum {string}
              */
             resolution: "540p" | "720p" | "1080p" | "1440p" | "2160p";
+            /** Seed */
+            seed?: number | null;
         };
         /** GenerationProgressResponse */
         GenerationProgressResponse: {
@@ -698,6 +1034,8 @@ export interface components {
             phase: string;
             /** Progress */
             progress: number;
+            /** Result */
+            result?: string | string[] | null;
             /**
              * Status
              * @enum {string}
@@ -790,16 +1128,133 @@ export interface components {
              */
             status: "logged_out";
         };
-        /** IcLoraExtractRequest */
-        IcLoraExtractRequest: {
+        /**
+         * IcLoraCatalogItem
+         * @description IC-LoRA — base plus IC-specific preprocessing / controls / default settings.
+         *
+         *     IC-LoRAs always take a driving image/video; `input` is required in practice (the base
+         *     field is optional for plain LoRAs). Enforced by the validator below, so handlers can rely
+         *     on it being present.
+         */
+        IcLoraCatalogItem: {
             /**
-             * Conditioning Type
-             * @default canny
+             * Allows Empty Prompt
+             * @default false
+             */
+            allows_empty_prompt: boolean;
+            /**
+             * Allows Reference Image
+             * @default false
+             */
+            allows_reference_image: boolean;
+            author?: components["schemas"]["AuthorSpec"] | null;
+            /** Base Model */
+            base_model?: string | null;
+            /** Controls */
+            controls?: components["schemas"]["IcLoraControl"][];
+            /** Created At */
+            created_at?: string | null;
+            default_settings?: components["schemas"]["IcLoraSettings"];
+            /** Description */
+            description: string;
+            download: components["schemas"]["DownloadSpec"];
+            /** Id */
+            id: string;
+            input?: components["schemas"]["InputSpec"] | null;
+            /** Instructions */
+            instructions?: components["schemas"]["InstructionSection"][];
+            license?: components["schemas"]["LicenseSpec"] | null;
+            media?: components["schemas"]["MediaSpec"] | null;
+            /** Name */
+            name: string;
+            /** Preprocessing */
+            preprocessing?: components["schemas"]["PreprocessingStep"][];
+            /** Recommended Strength */
+            recommended_strength?: number | null;
+            /** Requires Hf Login */
+            requires_hf_login: boolean;
+            /** Tags */
+            tags?: string[];
+            /** Trigger */
+            trigger?: string | null;
+        };
+        /** IcLoraControl */
+        IcLoraControl: {
+            /** Default */
+            default?: number | string | null;
+            /** Id */
+            id: string;
+            /**
+             * Kind
+             * @default int
              * @enum {string}
              */
-            conditioning_type: "canny" | "depth";
+            kind: "int" | "select" | "position_canvas";
+            /** Label */
+            label: string;
+            /** Options */
+            options?: number[] | string[] | null;
+            /** Unit */
+            unit?: string | null;
+            /** Value Labels */
+            value_labels?: {
+                [key: string]: string;
+            } | null;
+        };
+        /** IcLoraDownloadProgressResponse */
+        IcLoraDownloadProgressResponse: {
             /**
-             * Frame Time
+             * Downloaded Bytes
+             * @default 0
+             */
+            downloaded_bytes: number;
+            /** Error */
+            error?: string | null;
+            /**
+             * Expected Bytes
+             * @default 0
+             */
+            expected_bytes: number;
+            /** Ic Lora Id */
+            ic_lora_id?: string | null;
+            /**
+             * Progress
+             * @default 0
+             */
+            progress: number;
+            /**
+             * Speed Bytes Per Sec
+             * @default 0
+             */
+            speed_bytes_per_sec: number;
+            /**
+             * Status
+             * @enum {string}
+             */
+            status: "downloading" | "complete" | "error";
+        };
+        /** IcLoraDownloadRequest */
+        IcLoraDownloadRequest: {
+            /** Ic Lora Id */
+            ic_lora_id: string;
+            /**
+             * Use Hf Auth
+             * @default false
+             */
+            use_hf_auth: boolean;
+            /** Variant Id */
+            variant_id?: string | null;
+        };
+        /** IcLoraExtractRequest */
+        IcLoraExtractRequest: {
+            /**
+             * Conditioning Type
+             * @default canny
+             * @enum {string}
+             */
+            conditioning_type: "canny" | "depth";
+            /**
+             * Frame Time
              * @default 0
              */
             frame_time: number;
@@ -840,23 +1295,38 @@ export interface components {
         };
         /** IcLoraGenerateRequest */
         IcLoraGenerateRequest: {
+            /** Audio Mode */
+            audio_mode?: ("source" | "generated" | "off") | null;
             /**
              * Cfg Guidance Scale
              * @default 1
              */
             cfg_guidance_scale: number;
-            /**
-             * Conditioning Strength
-             * @default 1
-             */
-            conditioning_strength: number;
+            /** Conditioning Strength */
+            conditioning_strength?: number | null;
             /**
              * Conditioning Type
              * @enum {string}
              */
-            conditioning_type: "canny" | "depth";
+            conditioning_type: "canny" | "depth" | "custom";
+            /** Control Values */
+            control_values?: {
+                [key: string]: number | string;
+            };
+            /** Control Video Path */
+            control_video_path?: string | null;
+            /** Custom Lora Ref */
+            custom_lora_ref?: string | null;
+            /** Fps Override */
+            fps_override?: number | null;
+            /** Ic Lora Id */
+            ic_lora_id?: string | null;
             /** Images */
             images?: components["schemas"]["IcLoraImageInput"][];
+            /** Input Path */
+            input_path?: string | null;
+            /** Lora Strength */
+            lora_strength?: number | null;
             /**
              * Negative Prompt
              * @default
@@ -867,9 +1337,22 @@ export interface components {
              * @default 30
              */
             num_inference_steps: number;
+            outpaint_pads?: components["schemas"]["OutpaintPads"] | null;
             /** Prompt */
             prompt: string;
-            /** Video Path */
+            resolution?: components["schemas"]["TargetResolution"] | null;
+            /** Resolution Factor */
+            resolution_factor?: number | null;
+            /** Skip Stage 2 */
+            skip_stage_2?: boolean | null;
+            /** Use Lora In Stage 2 */
+            use_lora_in_stage_2?: boolean | null;
+            /** Variant Id */
+            variant_id?: string | null;
+            /**
+             * Video Path
+             * @default
+             */
             video_path: string;
         };
         /** IcLoraImageInput */
@@ -887,11 +1370,97 @@ export interface components {
              */
             strength: number;
         };
+        /** IcLoraListItem */
+        IcLoraListItem: {
+            /** Downloaded */
+            downloaded: boolean;
+            /** Downloaded Variant Ids */
+            downloaded_variant_ids?: string[];
+            ic_lora: components["schemas"]["IcLoraCatalogItem"];
+        };
+        /** IcLoraListResponse */
+        IcLoraListResponse: {
+            /** Ic Loras */
+            ic_loras: components["schemas"]["IcLoraListItem"][];
+        };
+        /** IcLoraSettings */
+        IcLoraSettings: {
+            /**
+             * Audio Mode
+             * @default generated
+             * @enum {string}
+             */
+            audio_mode: "source" | "generated" | "off";
+            /**
+             * Conditioning Strength
+             * @default 1
+             */
+            conditioning_strength: number;
+            /**
+             * Lora Strength
+             * @default 1
+             */
+            lora_strength: number;
+            /**
+             * Resolution Factor
+             * @default 2
+             */
+            resolution_factor: number;
+            /**
+             * Skip Stage 2
+             * @default false
+             */
+            skip_stage_2: boolean;
+            /**
+             * Use Lora In Stage 2
+             * @default false
+             */
+            use_lora_in_stage_2: boolean;
+        };
         /** ImageGenRecommendationResponse */
         ImageGenRecommendationResponse: {
             /** Cp To Download */
-            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+        };
+        /** InputSpec */
+        InputSpec: {
+            /**
+             * Kind
+             * @enum {string}
+             */
+            kind: "image" | "video";
+        };
+        /** InstalledModelResponse */
+        InstalledModelResponse: {
+            /** Is Ic Lora */
+            is_ic_lora: boolean;
+            /** Is Lora */
+            is_lora: boolean;
+            /** Kind */
+            kind: string;
+            /** Name */
+            name: string;
+            /** Path */
+            path: string;
+            /** Size Bytes */
+            size_bytes: number;
+        };
+        /** InstalledModelsResponse */
+        InstalledModelsResponse: {
+            /** Models */
+            models: components["schemas"]["InstalledModelResponse"][];
+        };
+        /** InstructionSection */
+        InstructionSection: {
+            /** Body */
+            body: string | string[];
+            /**
+             * Title
+             * @enum {string}
+             */
+            title: "What it does" | "Input" | "Prompt" | "Tips" | "Notes";
         };
+        JsonValue: unknown;
         /** LTXVideoGenerationModelSpecItem */
         LTXVideoGenerationModelSpecItem: {
             /**
@@ -921,10 +1490,120 @@ export interface components {
                 [key: string]: components["schemas"]["LTXVideoGenerationResolutionSpec"];
             };
         };
+        /** LicenseSpec */
+        LicenseSpec: {
+            /** Name */
+            name: string;
+            /** Url */
+            url?: string | null;
+        };
+        /**
+         * LoraCatalogItem
+         * @description Base catalog entry — used as-is for a plain LoRA.
+         */
+        LoraCatalogItem: {
+            /**
+             * Allows Empty Prompt
+             * @default false
+             */
+            allows_empty_prompt: boolean;
+            author?: components["schemas"]["AuthorSpec"] | null;
+            /** Base Model */
+            base_model?: string | null;
+            /** Created At */
+            created_at?: string | null;
+            /** Description */
+            description: string;
+            download: components["schemas"]["DownloadSpec"];
+            /** Id */
+            id: string;
+            input?: components["schemas"]["InputSpec"] | null;
+            /** Instructions */
+            instructions?: components["schemas"]["InstructionSection"][];
+            license?: components["schemas"]["LicenseSpec"] | null;
+            media?: components["schemas"]["MediaSpec"] | null;
+            /** Name */
+            name: string;
+            /** Recommended Strength */
+            recommended_strength?: number | null;
+            /** Requires Hf Login */
+            requires_hf_login: boolean;
+            /** Tags */
+            tags?: string[];
+            /** Trigger */
+            trigger?: string | null;
+        };
+        /** LoraDownloadProgressResponse */
+        LoraDownloadProgressResponse: {
+            /**
+             * Downloaded Bytes
+             * @default 0
+             */
+            downloaded_bytes: number;
+            /** Error */
+            error?: string | null;
+            /**
+             * Expected Bytes
+             * @default 0
+             */
+            expected_bytes: number;
+            /** Lora Id */
+            lora_id?: string | null;
+            /**
+             * Progress
+             * @default 0
+             */
+            progress: number;
+            /**
+             * Speed Bytes Per Sec
+             * @default 0
+             */
+            speed_bytes_per_sec: number;
+            /**
+             * Status
+             * @enum {string}
+             */
+            status: "downloading" | "complete" | "error";
+        };
+        /** LoraDownloadRequest */
+        LoraDownloadRequest: {
+            /** Lora Id */
+            lora_id: string;
+            /**
+             * Use Hf Auth
+             * @default false
+             */
+            use_hf_auth: boolean;
+            /** Variant Id */
+            variant_id?: string | null;
+        };
+        /** LoraEntry */
+        LoraEntry: {
+            /** Ref */
+            ref: string;
+            /**
+             * Scale
+             * @default 1
+             */
+            scale: number;
+        };
+        /** LoraListItem */
+        LoraListItem: {
+            /** Downloaded */
+            downloaded: boolean;
+            /** Downloaded Variant Ids */
+            downloaded_variant_ids?: string[];
+            lora: components["schemas"]["LoraCatalogItem"];
+        };
+        /** LoraListResponse */
+        LoraListResponse: {
+            /** Loras */
+            loras: components["schemas"]["LoraListItem"][];
+        };
         /** LtxDownloadRecommendationResponse */
         LtxDownloadRecommendationResponse: {
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /**
              * Status
              * @constant
@@ -934,7 +1613,7 @@ export interface components {
         /** LtxIcLoraRecommendationResponse */
         LtxIcLoraRecommendationResponse: {
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
         };
         /** LtxInsufficientFundsErrorResponse */
         LtxInsufficientFundsErrorResponse: {
@@ -946,6 +1625,36 @@ export interface components {
             /** Message */
             message: string;
         };
+        /** LtxModelVersionItem */
+        LtxModelVersionItem: {
+            /** Active */
+            active: boolean;
+            /** Cps To Download */
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            /** Installed */
+            installed: boolean;
+            /** Is Newest */
+            is_newest: boolean;
+            /** Label */
+            label: string;
+            /**
+             * Model Cp
+             * @enum {string}
+             */
+            model_cp: "ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo";
+            /**
+             * Model Id
+             * @enum {string}
+             */
+            model_id: "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled";
+            /** Size Bytes */
+            size_bytes: number;
+        };
+        /** LtxModelVersionsResponse */
+        LtxModelVersionsResponse: {
+            /** Versions */
+            versions: components["schemas"]["LtxModelVersionItem"][];
+        };
         /** LtxOkRecommendationResponse */
         LtxOkRecommendationResponse: {
             /**
@@ -957,14 +1666,14 @@ export interface components {
         /** LtxUpgradeRecommendationResponse */
         LtxUpgradeRecommendationResponse: {
             /** Cps To Delete */
-            cps_to_delete: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_delete: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /** Cps To Download */
-            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cps_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /**
              * Ltx Model Id
-             * @constant
+             * @enum {string}
              */
-            ltx_model_id: "ltx-2.3-22b-distilled";
+            ltx_model_id: "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled";
             /**
              * Status
              * @constant
@@ -973,15 +1682,22 @@ export interface components {
             /** Upgrade Message */
             upgrade_message?: string | null;
         };
+        /** MediaSpec */
+        MediaSpec: {
+            /** Demo Video */
+            demo_video?: string | null;
+            /** Thumbnail */
+            thumbnail?: string | null;
+        };
         /** ModelDeleteRequest */
         ModelDeleteRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
         };
         /** ModelDownloadRequest */
         ModelDownloadRequest: {
             /** Cp Ids */
-            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
+            cp_ids?: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo")[];
             /**
              * Type
              * @default download
@@ -1012,6 +1728,46 @@ export interface components {
             /** Name */
             name: string;
         };
+        /**
+         * MpsMemoryResponse
+         * @description Read-only Apple Silicon MPS memory snapshot, MiB. Fields are None off MPS.
+         */
+        MpsMemoryResponse: {
+            /** Allocated Mib */
+            allocated_mib?: number | null;
+            /** Available */
+            available: boolean;
+            /** Driver Mib */
+            driver_mib?: number | null;
+            /** Recommended Max Mib */
+            recommended_max_mib?: number | null;
+        };
+        /**
+         * OutpaintPads
+         * @description Per-edge pixels to add around the source video (extend-only, so all ≥ 0).
+         *
+         *     The +100% cap (each ≤ the source's axis size) needs the source dimensions, so it's enforced
+         *     in `_outpaint_canvas`, not here.
+         */
+        OutpaintPads: {
+            /** Bottom */
+            bottom: number;
+            /** Left */
+            left: number;
+            /** Right */
+            right: number;
+            /** Top */
+            top: number;
+        };
+        /** PreprocessingStep */
+        PreprocessingStep: {
+            /** Params */
+            params?: {
+                [key: string]: components["schemas"]["JsonValue"];
+            };
+            /** Utility */
+            utility: string;
+        };
         /** RetakeCancelledResponse */
         RetakeCancelledResponse: {
             /**
@@ -1047,6 +1803,7 @@ export interface components {
              * @default
              */
             prompt: string;
+            resolution?: components["schemas"]["TargetResolution"] | null;
             /** Start Time */
             start_time: number;
             /** Video Path */
@@ -1067,8 +1824,23 @@ export interface components {
             /** Force Api Generations */
             force_api_generations: boolean;
         };
+        /** SetActiveLtxModelRequest */
+        SetActiveLtxModelRequest: {
+            /**
+             * Model Id
+             * @enum {string}
+             */
+            model_id: "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled";
+        };
         /** SettingsResponse */
         SettingsResponse: {
+            /** Activeltxmodelid */
+            activeLtxModelId?: ("ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled") | null;
+            /**
+             * Diffusionstagecacheenabled
+             * @default false
+             */
+            diffusionStageCacheEnabled: boolean;
             /**
              * Hasfalapikey
              * @default false
@@ -1176,10 +1948,21 @@ export interface components {
             /** Suggested Prompt */
             suggested_prompt: string;
         };
+        /**
+         * TargetResolution
+         * @description Desired output resolution for a local generation. The backend corrects it to the
+         *     nearest valid size (snapped down to a multiple of 32, never above the source).
+         */
+        TargetResolution: {
+            /** Height */
+            height: number;
+            /** Width */
+            width: number;
+        };
         /** TextEncoderRecommendationResponse */
         TextEncoderRecommendationResponse: {
             /** Cp To Download */
-            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
+            cp_to_download: ("ltx-2.3-22b-distilled" | "ltx-2.3-22b-distilled-1.1" | "ltx-2.3-spatial-upscaler-x2-1.0" | "ltx-2.3-spatial-upscaler-x2-1.1" | "ltx-2.3-22b-ic-lora-union-control-ref0.5" | "dpt-hybrid-midas" | "yolox-l-torchscript" | "dw-ll-ucoco-384-bs5" | "gemma-3-12b-it-qat-q4_0-unquantized" | "z-image-turbo") | null;
             /** Expected Size Bytes */
             expected_size_bytes: number;
             /** Expected Size Gb */
@@ -1350,6 +2133,48 @@ export interface operations {
             };
         };
     };
+    route_extend_api_extend_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["ExtendRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["RetakeVideoResponse"] | components["schemas"]["RetakePayloadResponse"] | components["schemas"]["RetakeCancelledResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
     route_generate_api_generate_post: {
         parameters: {
             query?: never;
@@ -1595,18 +2420,14 @@ export interface operations {
             };
         };
     };
-    route_ic_lora_extract_api_ic_lora_extract_conditioning_post: {
+    route_mps_memory_api_gpu_info_mps_get: {
         parameters: {
             query?: never;
             header?: never;
             path?: never;
             cookie?: never;
         };
-        requestBody: {
-            content: {
-                "application/json": components["schemas"]["IcLoraExtractRequest"];
-            };
-        };
+        requestBody?: never;
         responses: {
             /** @description Successful Response */
             200: {
@@ -1614,7 +2435,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["IcLoraExtractResponse"];
+                    "application/json": components["schemas"]["MpsMemoryResponse"];
                 };
             };
             /** @description Client Error */
@@ -1637,7 +2458,7 @@ export interface operations {
             };
         };
     };
-    route_ic_lora_generate_api_ic_lora_generate_post: {
+    route_ic_lora_extract_api_ic_lora_extract_conditioning_post: {
         parameters: {
             query?: never;
             header?: never;
@@ -1646,7 +2467,7 @@ export interface operations {
         };
         requestBody: {
             content: {
-                "application/json": components["schemas"]["IcLoraGenerateRequest"];
+                "application/json": components["schemas"]["IcLoraExtractRequest"];
             };
         };
         responses: {
@@ -1656,7 +2477,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["IcLoraGenerateCompleteResponse"] | components["schemas"]["IcLoraGenerateCancelledResponse"];
+                    "application/json": components["schemas"]["IcLoraExtractResponse"];
                 };
             };
             /** @description Client Error */
@@ -1679,7 +2500,7 @@ export interface operations {
             };
         };
     };
-    route_check_model_access_api_models_check_access_post: {
+    route_ic_lora_generate_api_ic_lora_generate_post: {
         parameters: {
             query?: never;
             header?: never;
@@ -1688,7 +2509,7 @@ export interface operations {
         };
         requestBody: {
             content: {
-                "application/json": components["schemas"]["CheckModelAccessRequest"];
+                "application/json": components["schemas"]["IcLoraGenerateRequest"];
             };
         };
         responses: {
@@ -1698,7 +2519,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["CheckModelAccessResponse"];
+                    "application/json": components["schemas"]["IcLoraGenerateCompleteResponse"] | components["schemas"]["IcLoraGenerateCancelledResponse"];
                 };
             };
             /** @description Client Error */
@@ -1721,18 +2542,14 @@ export interface operations {
             };
         };
     };
-    route_model_delete_api_models_delete_delete: {
+    route_list_ic_loras_api_ic_loras_get: {
         parameters: {
             query?: never;
             header?: never;
             path?: never;
             cookie?: never;
         };
-        requestBody: {
-            content: {
-                "application/json": components["schemas"]["ModelDeleteRequest"];
-            };
-        };
+        requestBody?: never;
         responses: {
             /** @description Successful Response */
             200: {
@@ -1740,7 +2557,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["StatusResponse"];
+                    "application/json": components["schemas"]["IcLoraListResponse"];
                 };
             };
             /** @description Client Error */
@@ -1763,7 +2580,7 @@ export interface operations {
             };
         };
     };
-    route_model_download_api_models_download_post: {
+    route_ic_lora_download_api_ic_loras_download_post: {
         parameters: {
             query?: never;
             header?: never;
@@ -1772,7 +2589,7 @@ export interface operations {
         };
         requestBody: {
             content: {
-                "application/json": components["schemas"]["ModelDownloadRequest"];
+                "application/json": components["schemas"]["IcLoraDownloadRequest"];
             };
         };
         responses: {
@@ -1782,7 +2599,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["ModelDownloadStartResponse"];
+                    "application/json": components["schemas"]["CatalogDownloadStartResponse"];
                 };
             };
             /** @description Client Error */
@@ -1805,7 +2622,7 @@ export interface operations {
             };
         };
     };
-    route_download_progress_api_models_download_progress_get: {
+    route_ic_lora_download_progress_api_ic_loras_download_progress_get: {
         parameters: {
             query: {
                 sessionId: string;
@@ -1822,7 +2639,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["DownloadProgressRunningResponse"] | components["schemas"]["DownloadProgressCompleteResponse"] | components["schemas"]["DownloadProgressErrorResponse"];
+                    "application/json": components["schemas"]["IcLoraDownloadProgressResponse"];
                 };
             };
             /** @description Client Error */
@@ -1845,7 +2662,7 @@ export interface operations {
             };
         };
     };
-    route_img_gen_recommendation_api_models_img_gen_recommendation_get: {
+    route_list_loras_api_loras_get: {
         parameters: {
             query?: never;
             header?: never;
@@ -1860,7 +2677,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["ImageGenRecommendationResponse"];
+                    "application/json": components["schemas"]["LoraListResponse"];
                 };
             };
             /** @description Client Error */
@@ -1883,14 +2700,18 @@ export interface operations {
             };
         };
     };
-    route_ltx_ic_lora_recommendation_api_models_ltx_ic_lora_recommendation_get: {
+    route_lora_download_api_loras_download_post: {
         parameters: {
             query?: never;
             header?: never;
             path?: never;
             cookie?: never;
         };
-        requestBody?: never;
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["LoraDownloadRequest"];
+            };
+        };
         responses: {
             /** @description Successful Response */
             200: {
@@ -1898,7 +2719,7 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["LtxIcLoraRecommendationResponse"];
+                    "application/json": components["schemas"]["CatalogDownloadStartResponse"];
                 };
             };
             /** @description Client Error */
@@ -1921,9 +2742,11 @@ export interface operations {
             };
         };
     };
-    route_ltx_recommendation_api_models_ltx_recommendation_get: {
+    route_lora_download_progress_api_loras_download_progress_get: {
         parameters: {
-            query?: never;
+            query: {
+                sessionId: string;
+            };
             header?: never;
             path?: never;
             cookie?: never;
@@ -1936,7 +2759,487 @@ export interface operations {
                     [name: string]: unknown;
                 };
                 content: {
-                    "application/json": components["schemas"]["LtxDownloadRecommendationResponse"] | components["schemas"]["LtxUpgradeRecommendationResponse"] | components["schemas"]["LtxOkRecommendationResponse"];
+                    "application/json": components["schemas"]["LoraDownloadProgressResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_list_models_api_models_get: {
+        parameters: {
+            query?: {
+                type?: string | null;
+            };
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["InstalledModelsResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_set_active_ltx_model_api_models_active_ltx_model_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["SetActiveLtxModelRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["StatusResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_check_model_access_api_models_check_access_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["CheckModelAccessRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["CheckModelAccessResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_model_delete_api_models_delete_delete: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["ModelDeleteRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["StatusResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_describe_checkpoints_api_models_describe_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["DescribeCheckpointsRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["DescribeCheckpointsResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_model_download_api_models_download_post: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["ModelDownloadRequest"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["ModelDownloadStartResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_active_download_api_models_download_active_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["ActiveDownloadResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_download_progress_api_models_download_progress_get: {
+        parameters: {
+            query: {
+                sessionId: string;
+            };
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["DownloadProgressRunningResponse"] | components["schemas"]["DownloadProgressCompleteResponse"] | components["schemas"]["DownloadProgressErrorResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_img_gen_recommendation_api_models_img_gen_recommendation_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["ImageGenRecommendationResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_ltx_ic_lora_recommendation_api_models_ltx_ic_lora_recommendation_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["LtxIcLoraRecommendationResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_ltx_recommendation_api_models_ltx_recommendation_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["LtxDownloadRecommendationResponse"] | components["schemas"]["LtxUpgradeRecommendationResponse"] | components["schemas"]["LtxOkRecommendationResponse"];
+                };
+            };
+            /** @description Client Error */
+            "4XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+            /** @description Server Error */
+            "5XX": {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPErrorResponse"];
+                };
+            };
+        };
+    };
+    route_ltx_versions_api_models_ltx_versions_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["LtxModelVersionsResponse"];
                 };
             };
             /** @description Client Error */
diff --git a/frontend/hooks/use-catalog.ts b/frontend/hooks/use-catalog.ts
new file mode 100644
index 000000000..cacf159f5
--- /dev/null
+++ b/frontend/hooks/use-catalog.ts
@@ -0,0 +1,128 @@
+import { useCallback, useEffect, useRef, useState } from 'react'
+import { ApiClient } from '../lib/api-client'
+import type { ApiSuccessOf } from '../lib/api-client'
+import { catalogVariantKey } from '../lib/lora-library'
+
+export type IcLoraListItem = ApiSuccessOf<'listIcLoras'>['ic_loras'][number]
+export type LoraCatalogListItem = ApiSuccessOf<'listLoras'>['loras'][number]
+
+type StartResult = { ok: true; data: { sessionId: string } } | { ok: false; error: { message: string } }
+type ProgressResult =
+  | { ok: true; data: { progress: number; status: 'downloading' | 'complete' | 'error'; error?: string | null } }
+  | { ok: false; error: { message: string } }
+
+// Shared download + poll state machine for a catalog item (LoRA or IC-LoRA). The two hooks
+// below differ only in which endpoints they hit and how they list items; this owns the
+// identical download/poll/error half. onComplete refreshes the caller's list.
+// downloadingKey / downloadError.key are catalogVariantKey(id, variantId) so two checkpoints
+// of the same item don't clobber each other's UI state.
+function useCatalogDownload(
+  startDownload: (id: string, variantId?: string) => Promise<StartResult>,
+  getProgress: (sessionId: string) => Promise<ProgressResult>,
+  onComplete: () => void,
+) {
+  const [downloadingKey, setDownloadingKey] = useState<string | null>(null)
+  const [progress, setProgress] = useState(0)
+  const [downloadError, setDownloadError] = useState<{ key: string; message: string } | null>(null)
+  const pollRef = useRef<ReturnType<typeof setInterval> | null>(null)
+
+  const download = useCallback(async (id: string, variantId?: string) => {
+    const key = catalogVariantKey(id, variantId)
+    setDownloadError(null)
+    const start = await startDownload(id, variantId)
+    if (!start.ok) {
+      setDownloadError({ key, message: start.error.message })
+      return
+    }
+    setDownloadingKey(key)
+    setProgress(0)
+    const sessionId = start.data.sessionId
+    // Never stack intervals: a re-entrant download() would otherwise leak the previous one.
+    if (pollRef.current) clearInterval(pollRef.current)
+    const stop = () => {
+      if (pollRef.current) clearInterval(pollRef.current)
+      pollRef.current = null
+      setDownloadingKey(null)
+      setProgress(0)
+    }
+    let inFlight = false
+    let failures = 0
+    pollRef.current = setInterval(async () => {
+      if (inFlight) return // don't overlap polls if a tick outruns the 1s interval
+      inFlight = true
+      try {
+        const p = await getProgress(sessionId)
+        if (!p.ok) {
+          // Tolerate a blip, but give up (and surface it) rather than poll forever.
+          if (++failures >= 3) { stop(); setDownloadError({ key, message: 'Lost contact with the download.' }) }
+          return
+        }
+        failures = 0
+        setProgress(p.data.progress)
+        if (p.data.status !== 'downloading') {
+          stop()
+          if (p.data.status === 'error') setDownloadError({ key, message: p.data.error ?? 'Download failed' })
+          onComplete()
+        }
+      } finally {
+        inFlight = false
+      }
+    }, 1000)
+  }, [startDownload, getProgress, onComplete])
+
+  useEffect(() => () => { if (pollRef.current) clearInterval(pollRef.current) }, [])
+
+  return { downloadingKey, progress, downloadError, download }
+}
+
+export function useIcLoras(enabled: boolean) {
+  const [icLoras, setIcLoras] = useState<IcLoraListItem[]>([])
+
+  const refresh = useCallback(async () => {
+    if (!enabled) return
+    const r = await ApiClient.listIcLoras()
+    if (r.ok) setIcLoras(r.data.ic_loras)
+  }, [enabled])
+
+  useEffect(() => { void refresh() }, [refresh])
+
+  const { downloadingKey, progress, downloadError, download: downloadIcLora } = useCatalogDownload(
+    // Attach the in-app HF token when the user is signed in; the backend ignores it for public
+    // repos and requires it only for gated entries (optional auth).
+    (id, variantId) => ApiClient.startIcLoraDownload({
+      ic_lora_id: id,
+      variant_id: variantId,
+      use_hf_auth: true,
+    }),
+    (sessionId) => ApiClient.getIcLoraDownloadProgress({ sessionId }),
+    refresh,
+  )
+
+  return { icLoras, refresh, downloadIcLora, downloadingKey, progress, downloadError }
+}
+
+// Plain-LoRA catalog: uses /api/loras* (an isolated download session, so it never collides
+// with an in-flight IC-LoRA download).
+export function useLoraCatalog(enabled: boolean) {
+  const [loras, setLoras] = useState<LoraCatalogListItem[]>([])
+
+  const refresh = useCallback(async () => {
+    if (!enabled) return
+    const r = await ApiClient.listLoras()
+    if (r.ok) setLoras(r.data.loras)
+  }, [enabled])
+
+  useEffect(() => { void refresh() }, [refresh])
+
+  const { downloadingKey, progress, downloadError, download: downloadLora } = useCatalogDownload(
+    (id, variantId) => ApiClient.startLoraDownload({
+      lora_id: id,
+      variant_id: variantId,
+      use_hf_auth: true,
+    }),
+    (sessionId) => ApiClient.getLoraDownloadProgress({ sessionId }),
+    refresh,
+  )
+
+  return { loras, refresh, downloadLora, downloadingKey, progress, downloadError }
+}
diff --git a/frontend/hooks/use-custom-ic-lora-enabled.ts b/frontend/hooks/use-custom-ic-lora-enabled.ts
new file mode 100644
index 000000000..c6445b581
--- /dev/null
+++ b/frontend/hooks/use-custom-ic-lora-enabled.ts
@@ -0,0 +1,9 @@
+import { useDevFlags } from '../contexts/DevFlagsContext'
+
+// Single source of truth for whether the "Custom IC-LoRA" UI is available.
+// Off by default via the dev flag. Built-in Canny/Depth IC-LoRA is unaffected.
+// The custom option only appears inside IC-LoRA mode, which is already gated by
+// the existing API-only check — so this flag is all the extra gating it needs.
+export function useCustomIcLoraEnabled(): boolean {
+  return useDevFlags().flags.customIcLora
+}
diff --git a/frontend/hooks/use-extend.ts b/frontend/hooks/use-extend.ts
new file mode 100644
index 000000000..2b493da65
--- /dev/null
+++ b/frontend/hooks/use-extend.ts
@@ -0,0 +1,98 @@
+import { useCallback, useState } from 'react'
+import { ApiClient } from '../lib/api-client'
+import { logger } from '../lib/logger'
+
+export type ExtendDirection = 'start' | 'end'
+
+// Seconds-to-add presets (matches LTX Studio). API allows 2–20s.
+export const EXTEND_SECONDS = [4, 6, 8, 10, 12] as const
+export const DEFAULT_EXTEND_SECONDS = 4
+
+export interface ExtendSubmitParams {
+  videoPath: string
+  duration: number
+  prompt: string
+  mode: ExtendDirection
+  resolution?: { width: number; height: number }
+}
+
+export interface ExtendResult {
+  videoPath: string
+}
+
+interface UseExtendState {
+  isExtending: boolean
+  extendStatus: string
+  extendError: string | null
+  result: ExtendResult | null
+}
+
+export function useExtend() {
+  const [state, setState] = useState<UseExtendState>({
+    isExtending: false,
+    extendStatus: '',
+    extendError: null,
+    result: null,
+  })
+
+  const submitExtend = useCallback(async (params: ExtendSubmitParams) => {
+    if (!params.videoPath) return
+
+    setState({ isExtending: true, extendStatus: 'Generating', extendError: null, result: null })
+
+    const result = await ApiClient.extend({
+      video_path: params.videoPath,
+      duration: params.duration,
+      prompt: params.prompt,
+      mode: params.mode,
+      resolution: params.resolution,
+    })
+
+    if (!result.ok) {
+      logger.error(`Extend error: ${result.error.message}`)
+      setState({ isExtending: false, extendStatus: '', extendError: result.error.message, result: null })
+      return
+    }
+
+    const payload = result.data
+
+    if (payload.status === 'cancelled') {
+      setState({ isExtending: false, extendStatus: 'Cancelled', extendError: null, result: null })
+      return
+    }
+
+    if ('video_path' in payload) {
+      setState({
+        isExtending: false,
+        extendStatus: 'Extend complete!',
+        extendError: null,
+        result: { videoPath: payload.video_path },
+      })
+      return
+    }
+
+    // A 200 with a remote payload and no local file is a legitimate success (the backend
+    // completed the generation); there's just no local artifact to import. Don't surface
+    // it as an error.
+    logger.warn(`Extend completed with a remote payload and no local file: ${JSON.stringify(payload.result)}`)
+    setState({
+      isExtending: false,
+      extendStatus: 'Extend complete!',
+      extendError: null,
+      result: null,
+    })
+  }, [])
+
+  const resetExtend = useCallback(() => {
+    setState({ isExtending: false, extendStatus: '', extendError: null, result: null })
+  }, [])
+
+  return {
+    submitExtend,
+    resetExtend,
+    isExtending: state.isExtending,
+    extendStatus: state.extendStatus,
+    extendError: state.extendError,
+    extendResult: state.result,
+  }
+}
diff --git a/frontend/hooks/use-generation.ts b/frontend/hooks/use-generation.ts
index 27e4ab77b..8855d4dad 100644
--- a/frontend/hooks/use-generation.ts
+++ b/frontend/hooks/use-generation.ts
@@ -1,9 +1,24 @@
-import { useState, useCallback, useRef } from 'react'
+import { useState, useCallback, useRef, useEffect } from 'react'
 import type { GenerationSettings } from '../components/SettingsPanel'
-import { ApiClient, type ApiRequestBodyOf } from '../lib/api-client'
+import { ApiClient, type ApiRequestBodyOf, type ApiSuccessOf } from '../lib/api-client'
 import { createLocalGenerationError, type GenerationError } from '../lib/generation-errors'
 import { useAppSettings } from '../contexts/AppSettingsContext'
 
+const POLLING_INTERVAL_MS = 2000
+
+export const GENERATION_RECOVERY_KEY = 'ltx-generation-recovery'
+
+export interface GenerationRecoveryContext {
+  projectId: string
+  prompt: string
+  // Absent for ic-lora/retake: those recover as standalone video assets (Phase 1),
+  // so there are no video/image settings to restore.
+  settings?: GenerationSettings
+  inputImageUrl?: string
+  inputAudioUrl?: string
+  genType?: 'image'
+}
+
 interface GenerationState {
   isGenerating: boolean
   progress: number
@@ -22,6 +37,7 @@ interface UseGenerationReturn extends GenerationState {
   generateImage: (prompt: string, settings: GenerationSettings) => Promise<void>
   cancel: () => void
   reset: () => void
+  resumeIfRunning: () => Promise<'running' | 'complete' | 'none'>
 }
 
 const IMAGE_SHORT_SIDE_BY_RESOLUTION: Record<string, number> = {
@@ -95,6 +111,58 @@ export function useGeneration(): UseGenerationReturn {
   })
 
   const abortControllerRef = useRef<AbortController | null>(null)
+  const recoveryIntervalRef = useRef<ReturnType<typeof setInterval> | null>(null)
+
+  const clearRecoveryPolling = () => {
+    if (recoveryIntervalRef.current) {
+      clearInterval(recoveryIntervalRef.current)
+      recoveryIntervalRef.current = null
+    }
+  }
+
+  useEffect(() => clearRecoveryPolling, [])
+
+  // Re-attach to a generation that was running OR finished while the frontend was
+  // unmounted. Polls the backend progress endpoint; localStorage recovery context
+  // (inputs, settings incl. loras) is owned by the caller (GenSpace). Returns the
+  // recovered status so the caller can restore context for 'running' AND 'complete'
+  // (a generation that finished during the unmount window still needs its metadata).
+  const resumeIfRunning = useCallback(async (): Promise<'running' | 'complete' | 'none'> => {
+    const apply = (data: ApiSuccessOf<'getGenerationProgress'>): 'running' | 'complete' | 'other' => {
+      if (data.status === 'complete' && data.result != null) {
+        const vp = typeof data.result === 'string' ? data.result : null
+        const ips = Array.isArray(data.result) ? data.result : []
+        setState({
+          isGenerating: false, progress: 100, statusMessage: 'Complete!',
+          videoPath: vp, imagePath: ips[0] ?? null, imagePaths: ips, error: null,
+        })
+        return 'complete'
+      }
+      if (data.status === 'running') {
+        setState(prev => ({
+          ...prev, isGenerating: true, progress: data.progress,
+          statusMessage: getPhaseMessage(data.phase),
+        }))
+        return 'running'
+      }
+      setState(prev => ({ ...prev, isGenerating: false, statusMessage: '' }))
+      return 'other'
+    }
+
+    const initial = await ApiClient.getGenerationProgress()
+    if (!initial.ok) return 'none'
+    const status = apply(initial.data)
+    if (status === 'complete') return 'complete'
+    if (status !== 'running') return 'none'
+
+    clearRecoveryPolling()
+    recoveryIntervalRef.current = setInterval(async () => {
+      const r = await ApiClient.getGenerationProgress()
+      if (!r.ok) return
+      if (apply(r.data) !== 'running') clearRecoveryPolling()
+    }, POLLING_INTERVAL_MS)
+    return 'running'
+  }, [])
 
   const generate = useCallback(async (
     prompt: string,
@@ -139,6 +207,9 @@ export function useGeneration(): UseGenerationReturn {
       if (audioPath) {
         body.audioPath = audioPath
       }
+      if (settings.loras?.length) {
+        body.loras = settings.loras.map(l => ({ ref: l.ref, scale: l.scale }))
+      }
 
       // Poll for real progress from backend with time-based interpolation
       let lastPhase = ''
@@ -400,6 +471,8 @@ export function useGeneration(): UseGenerationReturn {
   }, [appSettings.hasFalApiKey, forceApiGenerations, refreshSettings])
 
   const reset = useCallback(() => {
+    clearRecoveryPolling()
+    localStorage.removeItem(GENERATION_RECOVERY_KEY)
     setState({
       isGenerating: false,
       progress: 0,
@@ -417,5 +490,6 @@ export function useGeneration(): UseGenerationReturn {
     generateImage,
     cancel,
     reset,
+    resumeIfRunning,
   }
 }
diff --git a/frontend/hooks/use-hf-auth.ts b/frontend/hooks/use-hf-auth.ts
index d4b9e629f..76e8fe294 100644
--- a/frontend/hooks/use-hf-auth.ts
+++ b/frontend/hooks/use-hf-auth.ts
@@ -14,15 +14,12 @@ interface UseHfAuthResult {
 const NOOP = async () => {}
 
 export function useHfAuth(enabled: boolean): UseHfAuthResult {
-  const gatingEnabled = window.electronAPI.hfGatingEnabled
-  const [hfAuthStatus, setHfAuthStatus] = useState<HfAuthStatus>(
-    gatingEnabled ? 'not_authenticated' : 'authenticated',
-  )
+  // HF sign-in is useful for gated catalog LoRA/IC-LoRA downloads; catalogs are always on.
+  const [hfAuthStatus, setHfAuthStatus] = useState<HfAuthStatus>('not_authenticated')
   const [hfAuthPolling, setHfAuthPolling] = useState(false)
 
   // One-time check when enabled becomes true
   useEffect(() => {
-    if (!gatingEnabled) return
     if (!enabled) return
     const checkAuth = async () => {
       const result = await ApiClient.getHuggingFaceAuthStatus()
@@ -33,11 +30,10 @@ export function useHfAuth(enabled: boolean): UseHfAuthResult {
       setHfAuthStatus(result.data.status)
     }
     void checkAuth()
-  }, [enabled, gatingEnabled])
+  }, [enabled])
 
   // Poll while waiting for user to complete auth in browser
   useEffect(() => {
-    if (!gatingEnabled) return
     if (!hfAuthPolling) return
     const interval = setInterval(async () => {
       const result = await ApiClient.getHuggingFaceAuthStatus()
@@ -50,7 +46,7 @@ export function useHfAuth(enabled: boolean): UseHfAuthResult {
       if (status === 'authenticated') setHfAuthPolling(false)
     }, 2000)
     return () => clearInterval(interval)
-  }, [hfAuthPolling, gatingEnabled])
+  }, [hfAuthPolling])
 
   const startHuggingFaceLogin = useCallback(async () => {
     const result = await ApiClient.startHuggingFaceLogin()
@@ -80,7 +76,7 @@ export function useHfAuth(enabled: boolean): UseHfAuthResult {
     setHfAuthStatus('not_authenticated')
   }, [])
 
-  if (!gatingEnabled) {
+  if (!enabled) {
     return {
       hfAuthStatus: 'authenticated',
       hfAuthPolling: false,
@@ -89,5 +85,10 @@ export function useHfAuth(enabled: boolean): UseHfAuthResult {
     }
   }
 
-  return { hfAuthStatus, hfAuthPolling, startHuggingFaceLogin, handleHuggingFaceLogout }
+  return {
+    hfAuthStatus,
+    hfAuthPolling,
+    startHuggingFaceLogin,
+    handleHuggingFaceLogout,
+  }
 }
diff --git a/frontend/hooks/use-hf-model-access.ts b/frontend/hooks/use-hf-model-access.ts
index cf0db7dc4..65d4b799c 100644
--- a/frontend/hooks/use-hf-model-access.ts
+++ b/frontend/hooks/use-hf-model-access.ts
@@ -17,7 +17,9 @@ interface UseHfModelAccessResult {
 const NOOP = () => {}
 
 export function useHfModelAccess(modelTypes: readonly ModelCheckpointID[], hfAuthStatus: HfAuthStatus): UseHfModelAccessResult {
-  const gatingEnabled = window.electronAPI.hfGatingEnabled
+  // Bundled checkpoints are public — when signed out there's nothing to verify (treated as
+  // authorized below). The per-repo access check only runs when signed in, covering any future
+  // gated checkpoint without forcing sign-in.
   const [accessMap, setAccessMap] = useState<ModelAccessMap>({})
   const [checking, setChecking] = useState(false)
   const [polling, setPolling] = useState(false)
@@ -44,7 +46,6 @@ export function useHfModelAccess(modelTypes: readonly ModelCheckpointID[], hfAut
 
   // Initial check when authenticated
   useEffect(() => {
-    if (!gatingEnabled) return
     if (hfAuthStatus !== 'authenticated' || modelTypes.length === 0) {
       setAccessMap((current) => (Object.keys(current).length === 0 ? current : {}))
       setPolling(false)
@@ -52,21 +53,21 @@ export function useHfModelAccess(modelTypes: readonly ModelCheckpointID[], hfAut
     }
     void doCheck()
     setPolling(true)
-  }, [hfAuthStatus, modelTypes.length, doCheck, gatingEnabled])
+  }, [hfAuthStatus, modelTypes.length, doCheck])
 
   // Poll while any model is not_authorized
   useEffect(() => {
-    if (!gatingEnabled) return
     if (!polling || hfAuthStatus !== 'authenticated') return
     const interval = setInterval(() => { void doCheck() }, 5000)
     return () => clearInterval(interval)
-  }, [polling, hfAuthStatus, doCheck, gatingEnabled])
+  }, [polling, hfAuthStatus, doCheck])
 
   const recheckAccess = useCallback(() => {
     void doCheck()
   }, [doCheck])
 
-  if (!gatingEnabled) {
+  // Signed out: bundled checkpoints are public, so nothing gates the download.
+  if (hfAuthStatus !== 'authenticated') {
     return { accessMap: {}, allAuthorized: true, checking: false, recheckAccess: NOOP }
   }
 
diff --git a/frontend/hooks/use-ic-lora-library.ts b/frontend/hooks/use-ic-lora-library.ts
new file mode 100644
index 000000000..efc9a076e
--- /dev/null
+++ b/frontend/hooks/use-ic-lora-library.ts
@@ -0,0 +1,78 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import type { ApiSuccessOf } from '../lib/api-client'
+import { useIcLoras, type IcLoraListItem } from './use-catalog'
+import { catalogItemToEntry, preferredVariantId, resolveDownloadedVariantIds } from '../lib/lora-library'
+
+// Owns the IC-LoRA library wiring: the catalog hook (fetch + download), the modal open state,
+// the selected recipe id (+ optional variant), and the catalog→entry mapping for the modal.
+// Selection *side effects* (seeding the generation controls/settings from the picked recipe)
+// stay with the caller via onSelect — they touch GenSpace gen state.
+export function useIcLoraLibrary(
+  enabled: boolean,
+  onSelect: (item: IcLoraListItem | null) => void,
+  installed: ApiSuccessOf<'listModels'>['models'] = [],
+  refreshInstalled: () => void = () => {},
+) {
+  const { icLoras, downloadIcLora, downloadingKey, progress, downloadError } = useIcLoras(enabled)
+  const [selectedIcLoraId, setSelectedIcLoraId] = useState<string | null>(null)
+  const [selectedIcLoraVariantId, setSelectedIcLoraVariantId] = useState<string | null>(null)
+  const [modalOpen, setModalOpen] = useState(false)
+  const installedPaths = useMemo(() => installed.map(m => m.path), [installed])
+  const items = useMemo(
+    () => icLoras.map(r => {
+      const base = catalogItemToEntry(r.ic_lora)
+      const downloadedVariantIds = resolveDownloadedVariantIds(
+        base.variants,
+        r.downloaded_variant_ids,
+        installedPaths,
+      )
+      return {
+        ...base,
+        downloaded: r.downloaded || downloadedVariantIds.length > 0,
+        downloadedVariantIds,
+      }
+    }),
+    [icLoras, installedPaths],
+  )
+
+  // Re-list on-disk IC-LoRAs once a download finishes so per-variant ✓ / Use stay accurate
+  // even if the catalog list payload lags or omits downloaded_variant_ids.
+  const prevDownloadingKey = useRef<string | null>(null)
+  useEffect(() => {
+    if (prevDownloadingKey.current && !downloadingKey) refreshInstalled()
+    prevDownloadingKey.current = downloadingKey
+  }, [downloadingKey, refreshInstalled])
+
+  const selectIcLora = useCallback(
+    (item: IcLoraListItem | null, variantId?: string | null) => {
+      setSelectedIcLoraId(item?.ic_lora.id ?? null)
+      if (!item) {
+        setSelectedIcLoraVariantId(null)
+      } else {
+        const entry = items.find(e => e.id === item.ic_lora.id)
+        const preferred = preferredVariantId(
+          entry?.variants,
+          entry?.defaultVariantId,
+          entry?.downloadedVariantIds,
+        )
+        // Explicit variant wins; otherwise only an *installed* preferred id (never undownloaded default).
+        setSelectedIcLoraVariantId(variantId ?? preferred ?? null)
+      }
+      onSelect(item)
+    },
+    [onSelect, items],
+  )
+  return {
+    icLoras,
+    items,
+    downloadIcLora,
+    downloadingKey,
+    progress,
+    downloadError,
+    modalOpen,
+    setModalOpen,
+    selectedIcLoraId,
+    selectedIcLoraVariantId,
+    selectIcLora,
+  }
+}
diff --git a/frontend/hooks/use-ic-lora.ts b/frontend/hooks/use-ic-lora.ts
index fac2a6efc..437e80167 100644
--- a/frontend/hooks/use-ic-lora.ts
+++ b/frontend/hooks/use-ic-lora.ts
@@ -2,13 +2,50 @@ import { useCallback, useState } from 'react'
 import { ApiClient, type ApiRequestBodyOf } from '../lib/api-client'
 import { logger } from '../lib/logger'
 
-export type IcLoraConditioningType = 'canny' | 'depth'
+export type IcLoraConditioningType = 'canny' | 'depth' | 'custom'
+export type IcLoraAudioMode = 'source' | 'generated' | 'off'
 
 export interface IcLoraSubmitParams {
   videoPath: string
   conditioningType: IcLoraConditioningType
   conditioningStrength: number
   prompt: string
+  // "custom": the user's own IC-LoRA weights + a pre-rendered control video.
+  customLoraRef?: string
+  controlVideoPath?: string
+  // Skip Stage 2 refine — transformation IC-LoRAs need this; default off.
+  skipStage2?: boolean
+  // Keep the IC-LoRA active during Stage 2 refine (only when Stage 2 runs). Default off.
+  // On: the transformation survives refinement and the output lands at the chosen resolution.
+  useLoraInStage2?: boolean
+  // Target output resolution for the useLoraInStage2 path (undefined = source). Backend
+  // snaps it down to a valid size and never upscales above source.
+  resolution?: { width: number; height: number }
+  // Stage-1-only canvas multiplier: 2.0 = native, 1.0 = half. Only used when skipStage2.
+  resolutionFactor?: number
+  // Soundtrack: source (input clip) / generated (prompt) / off.
+  audioMode?: IcLoraAudioMode
+  // LoRA adapter merge weight (load-time). Default 1.0.
+  loraStrength?: number
+  // Override control-video fps (decimate to fewer frames). undefined = source fps.
+  fpsOverride?: number
+  // IC-LoRA mode: catalog IC-LoRA id + the user's input media path + output duration.
+  // When icLoraId is set, the backend resolves catalog weights and builds the
+  // control video via the IC-LoRA's preprocessing pipeline.
+  icLoraId?: string
+  // Catalog download.variants[].id when the entry has multiple checkpoints.
+  variantId?: string
+  inputPath?: string
+  // Values for the IC-LoRA's declared controls, keyed by control id (e.g. duration).
+  // Sent verbatim; the backend validates + maps them to behaviour.
+  controlValues?: Record<string, number | string>
+  // Outpainting (position_canvas control): per-edge pixels to add around the source.
+  outpaintPads?: { left: number; right: number; top: number; bottom: number }
+  // When true, an empty prompt is allowed (set from the IC-LoRA's allows_empty_prompt).
+  allowEmptyPrompt?: boolean
+  // Optional reference image for catalog IC-LoRAs that opt in (allows_reference_image).
+  // Sent as image conditioning at frame 0, strength 1.0.
+  referenceImagePath?: string
 }
 
 export interface IcLoraResult {
@@ -33,7 +70,10 @@ export function useIcLora() {
   })
 
   const submitIcLora = useCallback(async (params: IcLoraSubmitParams) => {
-    if (!params.videoPath || !params.prompt.trim()) return
+    if (!params.prompt.trim() && !params.allowEmptyPrompt) return
+    // IC-LoRA mode needs inputPath; canny/depth/custom need videoPath.
+    if (!params.icLoraId && !params.videoPath) return
+    if (params.icLoraId && !params.inputPath) return
 
     setState({
       isGenerating: true,
@@ -47,6 +87,23 @@ export function useIcLora() {
       conditioning_type: params.conditioningType,
       conditioning_strength: params.conditioningStrength,
       prompt: params.prompt,
+      custom_lora_ref: params.customLoraRef,
+      control_video_path: params.controlVideoPath,
+      skip_stage_2: params.skipStage2,
+      use_lora_in_stage_2: params.useLoraInStage2,
+      resolution: params.resolution,
+      resolution_factor: params.resolutionFactor,
+      audio_mode: params.audioMode,
+      lora_strength: params.loraStrength,
+      fps_override: params.fpsOverride,
+      ic_lora_id: params.icLoraId,
+      variant_id: params.variantId,
+      input_path: params.inputPath,
+      control_values: params.controlValues,
+      outpaint_pads: params.outpaintPads,
+      images: params.referenceImagePath
+        ? [{ path: params.referenceImagePath, frame: 0, strength: 1.0 }]
+        : [],
     } as GenerateIcLoraBody)
     if (!result.ok) {
       logger.error(`IC-LoRA error: ${result.error.message}`)
diff --git a/frontend/hooks/use-lora-library.ts b/frontend/hooks/use-lora-library.ts
new file mode 100644
index 000000000..91ea50003
--- /dev/null
+++ b/frontend/hooks/use-lora-library.ts
@@ -0,0 +1,65 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import type { ApiSuccessOf } from '../lib/api-client'
+import type { LoraSelection } from '../components/SettingsPanel'
+import { useLoraCatalog } from './use-catalog'
+import {
+  mergeLoraLibrary,
+  resolveInstalledPath,
+  variantDisplayName,
+  type LibraryEntry,
+} from '../lib/lora-library'
+
+// Owns the plain-LoRA library wiring: the catalog hook, the catalog ∪ on-disk merge, the
+// modal open state, "use this LoRA" → selectedLoras, and re-listing installed files when a
+// download finishes. Kept out of GenSpace so the view just consumes the result.
+export function useLoraLibrary(
+  enabled: boolean,
+  installed: ApiSuccessOf<'listModels'>['models'],
+  selected: LoraSelection[],
+  onSelectedChange: (loras: LoraSelection[]) => void,
+  refreshInstalled: () => void,
+) {
+  const { loras, downloadLora, downloadingKey, progress, downloadError } = useLoraCatalog(enabled)
+  const [modalOpen, setModalOpen] = useState(false)
+  const [useError, setUseError] = useState<string | null>(null)
+  const items = useMemo(() => mergeLoraLibrary(loras, installed), [loras, installed])
+
+  // Re-list on-disk files once a download finishes so the new file appears + is usable.
+  const prevDownloadingKey = useRef<string | null>(null)
+  useEffect(() => {
+    if (prevDownloadingKey.current && !downloadingKey) refreshInstalled()
+    prevDownloadingKey.current = downloadingKey
+  }, [downloadingKey, refreshInstalled])
+
+  // Returns whether the LoRA was actually added, so the modal knows whether it's safe to
+  // close. resolveInstalledPath never substitutes a different variant's path — if the catalog
+  // says this variant is downloaded but its path hasn't landed yet (listModels refresh race),
+  // re-trigger the refresh and surface a retry message instead of silently using the wrong file.
+  const useEntry = useCallback((e: LibraryEntry, variantId?: string) => {
+    const path = resolveInstalledPath(e, variantId)
+    if (!path) {
+      if (variantId && e.downloadedVariantIds?.includes(variantId)) {
+        refreshInstalled()
+        setUseError('Still syncing installed files — try again in a moment.')
+      }
+      return false
+    }
+    setUseError(null)
+    if (selected.some(s => s.ref === path)) return true
+    const variantLabel = variantId ? e.variants?.find(v => v.id === variantId)?.label : undefined
+    onSelectedChange([
+      ...selected,
+      {
+        ref: path,
+        name: variantDisplayName(e.name, variantLabel, e.variants?.length),
+        scale: e.recommendedStrength ?? 1.0,
+      },
+    ])
+    return true
+  }, [selected, onSelectedChange, refreshInstalled])
+
+  return {
+    items, downloadLora, downloadingKey, progress, downloadError,
+    modalOpen, setModalOpen, useEntry, useError,
+  }
+}
diff --git a/frontend/hooks/use-retake.ts b/frontend/hooks/use-retake.ts
index 9feef4e3b..ae03a49ea 100644
--- a/frontend/hooks/use-retake.ts
+++ b/frontend/hooks/use-retake.ts
@@ -10,6 +10,7 @@ export interface RetakeSubmitParams {
   duration: number
   prompt: string
   mode: RetakeMode
+  resolution?: { width: number; height: number }
 }
 
 export interface RetakeResult {
@@ -47,6 +48,7 @@ export function useRetake() {
       duration: params.duration,
       prompt: params.prompt,
       mode: params.mode,
+      resolution: params.resolution,
     })
 
     if (!result.ok) {
diff --git a/frontend/lib/api-client.ts b/frontend/lib/api-client.ts
index 89aba6402..763426368 100644
--- a/frontend/lib/api-client.ts
+++ b/frontend/lib/api-client.ts
@@ -329,6 +329,13 @@ export class ApiClient {
     return requestEndpointResult('/api/models/download/progress', 'get', [] as const, undefined, path)
   }
 
+  static listModels(
+    query?: QueryFor<'/api/models', 'get'>,
+  ): Promise<EndpointResult<'/api/models', 'get'>> {
+    const path = `/api/models${buildQueryString(query as Record<string, unknown>)}`
+    return requestEndpointResult('/api/models', 'get', [] as const, undefined, path)
+  }
+
   
   static getLtxRecommendation = makeEndpointClient('/api/models/ltx-recommendation', 'get')
 
@@ -338,12 +345,22 @@ export class ApiClient {
 
   static getTextEncoderRecommendation = makeEndpointClient('/api/models/text-encoder-recommendation', 'get')
 
+  static describeCheckpoints = makeEndpointClient('/api/models/describe', 'post')
+
+  static getActiveDownload = makeEndpointClient('/api/models/download/active', 'get')
+
+  static getLtxVersions = makeEndpointClient('/api/models/ltx-versions', 'get')
+
+  static setActiveLtxModel = makeEndpointClient('/api/models/active-ltx-model', 'post')
+
   static startModelDownload = makeEndpointClient('/api/models/download', 'post')
 
   static deleteModels = makeEndpointClient('/api/models/delete', 'delete')
 
   static getRuntimePolicy = makeEndpointClient('/api/runtime-policy', 'get')
 
+  static getGpuInfo = makeEndpointClient('/api/gpu-info', 'get')
+
   static getSettings = makeEndpointClient('/api/settings', 'get')
 
   static updateSettings = makeEndpointClient('/api/settings', 'post')
@@ -366,6 +383,8 @@ export class ApiClient {
 
   static retake = makeEndpointClient('/api/retake', 'post')
 
+  static extend = makeEndpointClient('/api/extend', 'post')
+
   static startHuggingFaceLogin = makeEndpointClient('/api/auth/huggingface/login', 'post')
 
   static getHuggingFaceAuthStatus = makeEndpointClient('/api/auth/huggingface/status', 'get')
@@ -377,6 +396,28 @@ export class ApiClient {
   static generateIcLora = makeEndpointClient('/api/ic-lora/generate', 'post')
 
   static extractIcLoraConditioning = makeEndpointClient('/api/ic-lora/extract-conditioning', 'post')
+
+  static listIcLoras = makeEndpointClient('/api/ic-loras', 'get')
+
+  static startIcLoraDownload = makeEndpointClient('/api/ic-loras/download', 'post')
+
+  static getIcLoraDownloadProgress(
+    query: QueryFor<'/api/ic-loras/download/progress', 'get'>,
+  ): Promise<EndpointResult<'/api/ic-loras/download/progress', 'get'>> {
+    const path = `/api/ic-loras/download/progress${buildQueryString(query as Record<string, unknown>)}`
+    return requestEndpointResult('/api/ic-loras/download/progress', 'get', [] as const, undefined, path)
+  }
+
+  static listLoras = makeEndpointClient('/api/loras', 'get')
+
+  static startLoraDownload = makeEndpointClient('/api/loras/download', 'post')
+
+  static getLoraDownloadProgress(
+    query: QueryFor<'/api/loras/download/progress', 'get'>,
+  ): Promise<EndpointResult<'/api/loras/download/progress', 'get'>> {
+    const path = `/api/loras/download/progress${buildQueryString(query as Record<string, unknown>)}`
+    return requestEndpointResult('/api/loras/download/progress', 'get', [] as const, undefined, path)
+  }
 }
 
 type ApiClientMethodName = keyof typeof ApiClient
diff --git a/frontend/lib/format.ts b/frontend/lib/format.ts
new file mode 100644
index 000000000..9ddd6b3e8
--- /dev/null
+++ b/frontend/lib/format.ts
@@ -0,0 +1,8 @@
+// Human-readable byte size, e.g. 996_000_000 -> "949.9 MB". Binary units (1024).
+export function formatBytes(bytes: number): string {
+  if (bytes === 0) return '0 B'
+  const k = 1024
+  const sizes = ['B', 'KB', 'MB', 'GB']
+  const i = Math.floor(Math.log(bytes) / Math.log(k))
+  return `${(bytes / Math.pow(k, i)).toFixed(1)} ${sizes[i]}`
+}
diff --git a/frontend/lib/lora-library.ts b/frontend/lib/lora-library.ts
new file mode 100644
index 000000000..fe4a25444
--- /dev/null
+++ b/frontend/lib/lora-library.ts
@@ -0,0 +1,238 @@
+import type { components } from '../generated/backend-openapi'
+import type { ApiSuccessOf } from './api-client'
+import type { LoraCatalogListItem } from '../hooks/use-catalog'
+
+type InstructionSection = NonNullable<components['schemas']['LoraCatalogItem']['instructions']>[number]
+type LoraCatalogItem = components['schemas']['LoraCatalogItem']
+
+// One row the library renders, normalized across both kinds and across catalog vs.
+// on-disk-only (manually-placed) items. Catalog-only fields (instructions/repoId/
+// requiresHfLogin/sizeBytes) are absent for on-disk-only files → card degrades to
+// filename + "Use". installedPath is set once an item is on disk (enables "Use").
+export interface LibraryEntry {
+  id: string
+  name: string
+  description?: string
+  sizeBytes?: number
+  downloaded: boolean
+  installedPath?: string
+  // variant id → absolute/installed path for each on-disk checkpoint.
+  variantInstalledPaths?: Record<string, string>
+  recommendedStrength?: number
+  instructions?: InstructionSection[]
+  repoId?: string
+  requiresHfLogin?: boolean
+  thumbnailUrl?: string
+  demoVideoUrl?: string
+  author?: { name: string; url?: string | null; affiliation?: 'ltx' | 'community' }
+  license?: { name: string; url?: string | null }
+  // When length > 1, the library card shows a variant picker (download per checkpoint).
+  variants?: { id: string; label: string; filename: string; sizeBytes: number }[]
+  defaultVariantId?: string
+  // Subset of variants[].id present on disk (API ∪ on-disk filename match).
+  downloadedVariantIds?: string[]
+}
+
+// Map a catalog item (plain or IC — IcLoraCatalogItem extends the base) to the shared
+// LibraryEntry fields. Callers add the per-kind bits (downloaded, installedPath).
+export function catalogItemToEntry(item: LoraCatalogItem): Omit<LibraryEntry, 'downloaded'> {
+  // First variant is the catalog default (SSOT with backend DownloadSpec.default_variant()).
+  const variants = item.download.variants.map(v => ({
+    id: v.id,
+    label: v.label,
+    filename: v.filename,
+    sizeBytes: v.size_bytes,
+  }))
+  const defaultVariant = variants[0]
+  return {
+    id: item.id,
+    name: item.name,
+    description: item.description || undefined,
+    sizeBytes: defaultVariant.sizeBytes,
+    recommendedStrength: item.recommended_strength ?? undefined,
+    instructions: item.instructions ?? undefined,
+    repoId: item.download.repo_id,
+    requiresHfLogin: item.requires_hf_login,
+    thumbnailUrl: item.media?.thumbnail ?? undefined,
+    demoVideoUrl: item.media?.demo_video ?? undefined,
+    author: item.author ?? undefined,
+    license: item.license ?? undefined,
+    variants,
+    defaultVariantId: defaultVariant.id,
+  }
+}
+
+// Shared catalog id ↔ variant encoding for selector values and download session keys.
+export const CATALOG_VARIANT_SEP = '::'
+
+export function catalogVariantKey(catalogId: string, variantId?: string | null): string {
+  return variantId ? `${catalogId}${CATALOG_VARIANT_SEP}${variantId}` : catalogId
+}
+
+export function parseCatalogVariantKey(value: string): { catalogId: string; variantId?: string } {
+  const sep = value.indexOf(CATALOG_VARIANT_SEP)
+  if (sep === -1) return { catalogId: value }
+  return { catalogId: value.slice(0, sep), variantId: value.slice(sep + CATALOG_VARIANT_SEP.length) }
+}
+
+/** True when the selector should emit one option per installed variant. */
+export function hasMultiVariantSelector(
+  variants: { id: string }[] | undefined,
+  downloadedVariantIds: string[] | undefined,
+): boolean {
+  return (variants?.length ?? 0) > 1 && (downloadedVariantIds?.length ?? 0) > 0
+}
+
+/** Encode selector value using the same rule as buildIcLoraSelectorOptions. */
+export function encodeIcLoraSelectorValue(
+  catalogId: string,
+  variantId: string | null | undefined,
+  opts?: { variants?: { id: string }[]; downloadedVariantIds?: string[] },
+): string {
+  if (opts && hasMultiVariantSelector(opts.variants, opts.downloadedVariantIds) && variantId) {
+    return catalogVariantKey(catalogId, variantId)
+  }
+  return catalogId
+}
+
+export function parseIcLoraSelectorValue(value: string): { catalogId: string; variantId?: string } {
+  return parseCatalogVariantKey(value)
+}
+
+export function buildIcLoraSelectorOptions(
+  entries: {
+    id: string
+    name: string
+    downloaded: boolean
+    downloadedVariantIds?: string[]
+    variants?: { id: string; label: string }[]
+  }[],
+  baseTypes: readonly { value: string; label: string }[],
+  opts: { includeCatalog: boolean; includeCustom: boolean },
+): { value: string; label: string }[] {
+  const custom = baseTypes.find(t => t.value === 'custom')
+  const catalogOpts: { value: string; label: string }[] = []
+  if (opts.includeCatalog) {
+    for (const e of entries) {
+      if (!e.downloaded) continue
+      if (hasMultiVariantSelector(e.variants, e.downloadedVariantIds)) {
+        const ready = new Set(e.downloadedVariantIds)
+        for (const v of e.variants!) {
+          if (!ready.has(v.id)) continue
+          catalogOpts.push({
+            value: catalogVariantKey(e.id, v.id),
+            label: `${e.name} — ${v.label}`,
+          })
+        }
+      } else {
+        catalogOpts.push({ value: e.id, label: e.name })
+      }
+    }
+  }
+  return [
+    ...baseTypes.filter(t => t.value !== 'custom').map(t => ({ value: t.value, label: t.label })),
+    ...catalogOpts,
+    ...(opts.includeCustom && custom ? [{ value: 'custom', label: custom.label }] : []),
+  ]
+}
+
+const baseName = (p: string): string => p.split(/[\\/]/).pop() ?? p
+const normalizeSlashes = (p: string): string => p.replace(/\\/g, '/')
+
+/** Prefer API-reported variant ids; also mark any variant whose filename is among installed basenames. */
+export function resolveDownloadedVariantIds(
+  variants: { id: string; filename: string }[] | undefined,
+  apiIds: string[] | undefined,
+  installedPaths: string[],
+): string[] {
+  const fromApi = apiIds ?? []
+  if (!variants?.length) return fromApi
+  const installedNames = new Set(installedPaths.map(baseName))
+  const fromDisk = variants.filter(v => installedNames.has(v.filename)).map(v => v.id)
+  return [...new Set([...fromApi, ...fromDisk])]
+}
+
+/** Prefer the catalog default when installed; otherwise the first installed variant. Never an undownloaded id. */
+export function preferredVariantId(
+  variants: { id: string }[] | undefined,
+  defaultVariantId: string | undefined,
+  downloadedVariantIds: string[] | undefined,
+): string | undefined {
+  if (!variants?.length) return undefined
+  const ready = new Set(downloadedVariantIds ?? [])
+  if (ready.size === 0) return undefined
+  if (defaultVariantId && ready.has(defaultVariantId)) return defaultVariantId
+  return variants.find(v => ready.has(v.id))?.id
+}
+
+/** Name for UI chips/pickers. Append ` — {label}` only when the catalog item has multiple variants. */
+export function variantDisplayName(
+  name: string,
+  variantLabel?: string | null,
+  variantCount?: number,
+): string {
+  if (!variantLabel || (variantCount !== undefined && variantCount <= 1)) return name
+  return `${name} — ${variantLabel}`
+}
+
+// Never substitutes a different variant's path: a caller asking for a specific variant
+// must get exactly that file or nothing (see use-lora-library's useEntry for the retry path).
+export function resolveInstalledPath(
+  entry: LibraryEntry,
+  variantId?: string | null,
+): string | undefined {
+  if (!variantId) return entry.installedPath
+  return entry.variantInstalledPaths?.[variantId]
+}
+
+// Persisted LoRA refs (generationParams) are stored relative to modelsDir instead of
+// absolute so a project survives a reinstall or a move to another machine — modelsDir
+// varies per install. The backend resolves relative refs against modelsDir directly
+// (resolve_lora_ref), so no conversion back to absolute is needed to use one.
+export function toModelsDirRelativeRef(absPath: string, modelsDir: string): string {
+  if (!modelsDir) return absPath
+  const base = normalizeSlashes(modelsDir).replace(/\/+$/, '')
+  const norm = normalizeSlashes(absPath)
+  if (!norm.toLowerCase().startsWith(`${base.toLowerCase()}/`)) return absPath
+  return norm.slice(base.length + 1)
+}
+
+// Merge the plain-LoRA catalog with on-disk files into the library gallery list.
+// Cross-reference by download filename: a catalog entry carries its info + installed
+// path (if present). Installed catalog LoRAs appear once (enriched), never duplicated —
+// all variant files are marked matched. On-disk files with no catalog match are omitted
+// from the gallery; they remain available in the generation selector via listModels.
+export function mergeLoraLibrary(
+  catalog: LoraCatalogListItem[],
+  installed: ApiSuccessOf<'listModels'>['models'],
+): LibraryEntry[] {
+  const byFilename = new Map(installed.map(m => [baseName(m.path), m]))
+  const installedPaths = installed.map(m => m.path)
+  return catalog.map(c => {
+    const base = catalogItemToEntry(c.lora)
+    const downloadedVariantIds = resolveDownloadedVariantIds(
+      base.variants,
+      c.downloaded_variant_ids,
+      installedPaths,
+    )
+    const variantInstalledPaths: Record<string, string> = {}
+    for (const v of base.variants ?? []) {
+      const m = byFilename.get(v.filename)
+      if (!m) continue
+      variantInstalledPaths[v.id] = m.path
+    }
+    const preferredId = preferredVariantId(base.variants, base.defaultVariantId, downloadedVariantIds)
+    const installedPath =
+      (preferredId ? variantInstalledPaths[preferredId] : undefined)
+      ?? Object.values(variantInstalledPaths)[0]
+    return {
+      ...base,
+      downloaded: c.downloaded || downloadedVariantIds.length > 0 || Boolean(installedPath),
+      downloadedVariantIds,
+      variantInstalledPaths: Object.keys(variantInstalledPaths).length > 0 ? variantInstalledPaths : undefined,
+      installedPath,
+      sizeBytes: (installedPath ? byFilename.get(baseName(installedPath))?.size_bytes : undefined)
+        ?? base.sizeBytes,
+    }
+  })
+}
diff --git a/frontend/lib/upgrade-prompt-dismissals.ts b/frontend/lib/upgrade-prompt-dismissals.ts
new file mode 100644
index 000000000..da91c7b8d
--- /dev/null
+++ b/frontend/lib/upgrade-prompt-dismissals.ts
@@ -0,0 +1,29 @@
+// Persisted "don't show the LTX upgrade prompt again" set, keyed by target model id.
+// Best-effort: if localStorage is unavailable the prompt simply reappears next session.
+const KEY = 'ltxDismissedUpgrades'
+
+function read(): string[] {
+  try {
+    const raw = localStorage.getItem(KEY)
+    if (!raw) return []
+    const parsed: unknown = JSON.parse(raw)
+    return Array.isArray(parsed) ? parsed.filter((v): v is string => typeof v === 'string') : []
+  } catch {
+    return []
+  }
+}
+
+export function isUpgradeDismissed(modelId: string): boolean {
+  return read().includes(modelId)
+}
+
+export function dismissUpgrade(modelId: string): void {
+  try {
+    const ids = read()
+    if (!ids.includes(modelId)) {
+      localStorage.setItem(KEY, JSON.stringify([...ids, modelId]))
+    }
+  } catch {
+    // ignore — persistence is best-effort
+  }
+}
diff --git a/frontend/lib/video-constraints.ts b/frontend/lib/video-constraints.ts
new file mode 100644
index 000000000..e2f5902d0
--- /dev/null
+++ b/frontend/lib/video-constraints.ts
@@ -0,0 +1,32 @@
+// Client-side guard mirroring the LTX API's input constraints, so we reject bad source
+// videos instantly instead of after a slow upload + API round-trip. Dimensions come from
+// the <video> element (videoWidth/videoHeight); the backend/API remain the authority.
+//
+// No aspect-ratio check: the API accepts near-16:9 sizes the docs don't list (e.g.
+// 1920x1024) and ltx-studio doesn't pre-check aspect either, so a strict check
+// false-rejects working videos. The API stays the authority for aspect.
+
+export interface VideoDimensions {
+  width: number
+  height: number
+  duration: number
+}
+
+// API: "Maximum resolution 3840x2160 (4K)", "Minimum frame count 73 (~3s at 24fps)".
+const MAX_LONG_EDGE = 3840
+const MAX_SHORT_EDGE = 2160
+const MIN_DURATION_S = 3
+
+export function validateVideoSource({ width, height, duration }: VideoDimensions): string | null {
+  // Dimensions not known yet (metadata still loading) — don't block prematurely.
+  if (!width || !height) return null
+  const longEdge = Math.max(width, height)
+  const shortEdge = Math.min(width, height)
+  if (longEdge > MAX_LONG_EDGE || shortEdge > MAX_SHORT_EDGE) {
+    return `Video is larger than 4K (${width}×${height}). Maximum supported is 3840×2160.`
+  }
+  if (duration && duration < MIN_DURATION_S) {
+    return `Video is too short (${duration.toFixed(1)}s). It must be at least ${MIN_DURATION_S} seconds.`
+  }
+  return null
+}
diff --git a/frontend/lib/video-resolution.ts b/frontend/lib/video-resolution.ts
new file mode 100644
index 000000000..5765d8e78
--- /dev/null
+++ b/frontend/lib/video-resolution.ts
@@ -0,0 +1,44 @@
+// Resolution tier options for local retake/extend. Offers the source resolution plus
+// standard lower tiers (named by short edge: 1080p / 720p / 540p); the backend snaps the
+// chosen size to a valid (÷32, not-upscaled) resolution. Local only — the cloud preserves
+// source resolution.
+
+export interface ResolutionOption {
+  key: string
+  label: string
+  // null = "Original" (backend uses the source resolution, still ÷32-corrected).
+  width: number | null
+  height: number | null
+}
+
+const STANDARD_TIERS = [1080, 720, 540]
+// A source whose short edge is within this of a tier is labelled as that tier (so a
+// 1088px source still reads "1080p"), and that tier is dropped from the lower list.
+const MATCH_TOLERANCE = 0.03
+
+export function resolutionOptions(width: number, height: number): ResolutionOption[] {
+  if (!width || !height) return []
+  const shortEdge = Math.min(width, height)
+  const longEdge = Math.max(width, height)
+  const portrait = height > width
+
+  // Name "Original" by the standard tier it matches (within tolerance), else its own height.
+  const matchedTier = STANDARD_TIERS.find((t) => Math.abs(t - shortEdge) <= shortEdge * MATCH_TOLERANCE)
+  const originalTier = matchedTier ?? shortEdge
+
+  const options: ResolutionOption[] = [
+    { key: 'original', label: `${originalTier}p (Original)`, width: null, height: null },
+  ]
+  for (const tier of STANDARD_TIERS) {
+    // Only smaller tiers, and drop the one that already maps to Original.
+    if (tier >= shortEdge || tier === originalTier) continue
+    const long = Math.round((longEdge * tier) / shortEdge)
+    options.push({
+      key: String(tier),
+      label: `${tier}p`,
+      width: portrait ? tier : long,
+      height: portrait ? long : tier,
+    })
+  }
+  return options
+}
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 457d19c78..3743b8d9a 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -5,7 +5,9 @@ export const generationModeValues = [
   'image-to-video',
   'audio-to-video',
   'text-to-image',
+  'image-edit',
   'retake',
+  'extend',
   'ic-lora',
 ] as const
 
@@ -61,15 +63,24 @@ export const generationParamsSchema = z.object({
   cameraMotion: z.string(),
   imageAspectRatio: z.string().optional(),
   imageSteps: z.number().optional(),
+  imageEditStrength: z.number().optional(),
   inputImageUrl: z.string().optional(),
   inputAudioUrl: z.string().optional(),
   retakeVideoPath: z.string().optional(),
   retakeStartTime: z.number().optional(),
   retakeDuration: z.number().optional(),
   retakeMode: z.string().optional(),
+  extendVideoPath: z.string().optional(),
+  extendDuration: z.number().optional(),
+  extendDirection: z.string().optional(),
   icLoraVideoPath: z.string().optional(),
   icLoraConditioningType: z.string().optional(),
   icLoraConditioningStrength: z.number().optional(),
+  loras: z.array(z.object({
+    ref: z.string(),
+    name: z.string(),
+    scale: z.number(),
+  })).optional(),
 })
 
 export const assetTakeSchema = z.object({
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 21f973956..02c05484b 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1,18 +1,25 @@
-import { useState, useRef, useEffect, useCallback } from 'react'
+import { useState, useRef, useEffect, useCallback, useMemo } from 'react'
 import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check
+  ChevronLeft, ChevronRight, Copy, Check, MoveHorizontal
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
 import { useAppSettings } from '../contexts/AppSettingsContext'
-import { useGeneration } from '../hooks/use-generation'
+import { useGeneration, GENERATION_RECOVERY_KEY, type GenerationRecoveryContext } from '../hooks/use-generation'
 import { useVideoGenerationModelSpecs } from '../hooks/use-video-generation-model-specs'
 import { createLocalGenerationError, type GenerationError } from '../lib/generation-errors'
 import { useRetake } from '../hooks/use-retake'
-import { useIcLora } from '../hooks/use-ic-lora'
+import { useExtend, type ExtendDirection, EXTEND_SECONDS, DEFAULT_EXTEND_SECONDS } from '../hooks/use-extend'
+import { resolutionOptions, type ResolutionOption } from '../lib/video-resolution'
+import { useIcLora, type IcLoraAudioMode } from '../hooks/use-ic-lora'
+import { useCustomIcLoraEnabled } from '../hooks/use-custom-ic-lora-enabled'
+import { useDevFlags } from '../contexts/DevFlagsContext'
+import { type IcLoraListItem } from '../hooks/use-catalog'
+import { useIcLoraLibrary } from '../hooks/use-ic-lora-library'
+import { useLoraLibrary } from '../hooks/use-lora-library'
 import type { ICLoraConditioningType } from '../components/ICLoraPanel'
 import type { Asset } from '../types/project-model'
 import { GenerationErrorDialog } from '../components/GenerationErrorDialog'
@@ -26,8 +33,18 @@ import {
   type VideoGenerationModelSpecItem,
 } from '../lib/video-generation-model-specs'
 import { logger } from '../lib/logger'
+import { ApiClient, type ApiSuccessOf } from '../lib/api-client'
+import type { LoraSelection } from '../components/SettingsPanel'
 import { RetakePanel } from '../components/RetakePanel'
+import { ExtendPanel } from '../components/ExtendPanel'
 import { ICLoraPanel, CONDITIONING_TYPES } from '../components/ICLoraPanel'
+import type { OutpaintPads } from '../components/OutpaintCanvasEditor'
+import { LoraLibraryModal } from '../components/LoraLibraryModal'
+import { SelectedLoraInfo } from '../components/SelectedLoraInfo'
+import { buildIcLoraSelectorOptions, encodeIcLoraSelectorValue, parseIcLoraSelectorValue, toModelsDirRelativeRef, variantDisplayName } from '../lib/lora-library'
+import { SettingsDropdown } from '../components/SettingsDropdown'
+import { IcLoraSettingsControls, type IcLoraControlsProps } from '../components/IcLoraSettingsControls'
+import { IcLoraAdvancedPanel } from '../components/IcLoraAdvancedPanel'
 import { FreeApiKeyBubble } from '../components/FreeApiKeyBubble'
 
 // Asset card with hover overlays
@@ -38,6 +55,7 @@ function AssetCard({
   onDragStart,
   onCreateVideo,
   onRetake,
+  onExtend,
   onIcLora,
   onToggleFavorite
 }: {
@@ -47,6 +65,7 @@ function AssetCard({
   onDragStart: (e: React.DragEvent, asset: Asset) => void
   onCreateVideo?: (asset: Asset) => void
   onRetake?: (asset: Asset) => void
+  onExtend?: (asset: Asset) => void
   onIcLora?: (asset: Asset) => void
   onToggleFavorite?: () => void
 }) {
@@ -177,6 +196,15 @@ function AssetCard({
                   <Scissors className="h-3 w-3" />
                   Retake
                 </button>
+                {onExtend && (
+                  <button
+                    onClick={(e) => { e.stopPropagation(); onExtend(asset) }}
+                    className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
+                  >
+                    <MoveHorizontal className="h-3 w-3" />
+                    Extend
+                  </button>
+                )}
                 {onIcLora && (
                   <button
                     onClick={(e) => { e.stopPropagation(); onIcLora(asset) }}
@@ -257,86 +285,6 @@ function AssetCard({
   )
 }
 
-// Dropdown component for settings
-function SettingsDropdown({ 
-  trigger, 
-  options, 
-  value, 
-  onChange,
-  title 
-}: { 
-  trigger: React.ReactNode
-  options: { value: string; label: string; disabled?: boolean; tooltip?: string; icon?: React.ReactNode }[]
-  value: string
-  onChange: (value: string) => void
-  title: string
-}) {
-  const [isOpen, setIsOpen] = useState(false)
-  const dropdownRef = useRef<HTMLDivElement>(null)
-  
-  useEffect(() => {
-    const handleClickOutside = (e: MouseEvent) => {
-      if (dropdownRef.current && !dropdownRef.current.contains(e.target as Node)) {
-        setIsOpen(false)
-      }
-    }
-    if (isOpen) {
-      document.addEventListener('mousedown', handleClickOutside)
-    }
-    return () => document.removeEventListener('mousedown', handleClickOutside)
-  }, [isOpen])
-  
-  return (
-    <div ref={dropdownRef} className="relative">
-      <button 
-        onClick={() => setIsOpen(!isOpen)}
-        className={`flex shrink-0 items-center gap-1 whitespace-nowrap px-2 py-1.5 rounded-md transition-colors ${isOpen ? 'bg-zinc-700 hover:bg-zinc-700' : 'hover:bg-zinc-800'}`}
-      >
-        {trigger}
-      </button>
-      
-      {isOpen && (
-        <div className="absolute bottom-full left-0 mb-2 bg-zinc-800 border border-zinc-700 rounded-md p-2 min-w-[160px] shadow-xl z-[9999]">
-          <div className="text-[10px] text-zinc-500 uppercase tracking-wider mb-2">{title}</div>
-          <div className="space-y-1">
-            {options.map(option => (
-              <div key={option.value} className="relative group/option">
-                <button
-                  onClick={() => { if (!option.disabled) { onChange(option.value); setIsOpen(false) } }}
-                  className={`w-full flex items-center justify-between px-2 py-2 rounded-md transition-colors text-left ${
-                    option.disabled
-                      ? 'cursor-not-allowed'
-                      : value === option.value ? 'bg-white/20 hover:bg-white/25' : 'hover:bg-zinc-700'
-                  }`}
-                >
-                  <span className={`flex items-center gap-2.5 text-sm ${
-                    option.disabled 
-                      ? 'text-zinc-600' 
-                      : value === option.value ? 'text-white' : 'text-zinc-400'
-                  }`}>
-                    {option.icon && <span className="flex-shrink-0">{option.icon}</span>}
-                    {option.label}
-                  </span>
-                  {value === option.value && !option.disabled && (
-                    <svg className="w-5 h-5 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
-                      <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
-                    </svg>
-                  )}
-                </button>
-                {option.disabled && option.tooltip && (
-                  <div className="absolute left-full ml-2 top-1/2 -translate-y-1/2 px-2 py-1 bg-zinc-700 rounded text-xs text-zinc-300 whitespace-nowrap opacity-0 group-hover/option:opacity-100 pointer-events-none z-[10000] transition-opacity">
-                    {option.tooltip}
-                  </div>
-                )}
-              </div>
-            ))}
-          </div>
-        </div>
-      )}
-    </div>
-  )
-}
-
 // Lightricks brand icon
 function LightricksIcon({ className }: { className?: string }) {
   return (
@@ -364,6 +312,116 @@ function AspectIcon({ className }: { className?: string }) {
   )
 }
 
+// Duration can be a raw float (e.g. extend output: 12.041667s). Show a clean value:
+// integers as-is, otherwise at most 2 decimals with trailing zeros trimmed.
+function formatSeconds(seconds: number): string {
+  return Number.isInteger(seconds) ? String(seconds) : seconds.toFixed(2).replace(/\.?0+$/, '')
+}
+
+const DEFAULT_LORA_SCALE = 1.0
+
+// Multi-select LoRA picker with a per-LoRA strength slider.
+function LoRAPicker({
+  available,
+  selected,
+  onChange,
+  displayNames,
+}: {
+  available: ApiSuccessOf<'listModels'>['models']
+  selected: LoraSelection[]
+  onChange: (loras: LoraSelection[]) => void
+  // Catalog display names keyed by installed path (cross-checked against the catalog), so a
+  // downloaded catalog LoRA shows its proper name instead of the raw filename.
+  displayNames?: Map<string, string>
+}) {
+  const [isOpen, setIsOpen] = useState(false)
+  const containerRef = useRef<HTMLDivElement>(null)
+
+  useEffect(() => {
+    if (!isOpen) return
+    const onClick = (e: MouseEvent) => {
+      if (containerRef.current && !containerRef.current.contains(e.target as Node)) setIsOpen(false)
+    }
+    document.addEventListener('mousedown', onClick)
+    return () => document.removeEventListener('mousedown', onClick)
+  }, [isOpen])
+
+  const nameFor = (lora: ApiSuccessOf<'listModels'>['models'][0]) => displayNames?.get(lora.path) ?? lora.name
+
+  const toggle = (lora: ApiSuccessOf<'listModels'>['models'][0]) => {
+    if (selected.find(s => s.ref === lora.path)) {
+      onChange(selected.filter(s => s.ref !== lora.path))
+    } else {
+      onChange([...selected, { ref: lora.path, name: nameFor(lora), scale: DEFAULT_LORA_SCALE }])
+    }
+  }
+
+  const updateScale = (loraRef: string, scale: number) => {
+    onChange(selected.map(s => s.ref === loraRef ? { ...s, scale } : s))
+  }
+
+  const label = selected.length === 0 ? 'LoRA' : selected.length === 1 ? selected[0].name : `${selected.length} LoRAs`
+
+  return (
+    <div ref={containerRef} className="relative">
+      <button
+        onClick={() => setIsOpen(o => !o)}
+        className="flex items-center gap-1.5 px-2 py-1.5 rounded-md bg-zinc-800/60 text-zinc-300 text-xs hover:bg-zinc-700/60 transition-colors max-w-[160px]"
+      >
+        <Sparkles className="h-3.5 w-3.5 flex-shrink-0" />
+        <span className="truncate">{label}</span>
+      </button>
+      {isOpen && (
+        <div className="absolute bottom-full mb-1 left-0 z-50 w-72 max-h-80 overflow-y-auto rounded-md border border-zinc-700 bg-zinc-900 shadow-xl">
+          <div className="px-3 py-2 text-[10px] uppercase tracking-wide text-zinc-500 border-b border-zinc-800">
+            Select LoRAs
+          </div>
+          {available.map(lora => {
+            const sel = selected.find(s => s.ref === lora.path)
+            return (
+              <div key={lora.path} className="px-3 py-2 hover:bg-zinc-800 transition-colors">
+                <div className="flex items-center gap-2">
+                  <input
+                    type="checkbox"
+                    checked={Boolean(sel)}
+                    onChange={() => toggle(lora)}
+                    className="accent-white"
+                  />
+                  <span className="text-xs text-zinc-300 truncate flex-1" title={nameFor(lora)}>{nameFor(lora)}</span>
+                </div>
+                {sel && (
+                  <div className="flex items-center gap-2 mt-1.5 pl-6">
+                    <input
+                      type="range"
+                      min={0}
+                      max={2}
+                      step={0.05}
+                      value={sel.scale}
+                      onChange={e => updateScale(lora.path, parseFloat(e.target.value))}
+                      className="flex-1 accent-white"
+                    />
+                    <span className="text-[10px] text-zinc-400 w-8 text-right">{sel.scale.toFixed(2)}</span>
+                  </div>
+                )}
+              </div>
+            )
+          })}
+        </div>
+      )}
+    </div>
+  )
+}
+
+type GenSpaceMode = 'image' | 'video' | 'retake' | 'extend' | 'ic-lora'
+
+// Resolve a selected resolution option key to {width,height}, or undefined for "original"
+// (backend then uses the source resolution).
+function resolveResolution(options: ResolutionOption[], key: string): { width: number; height: number } | undefined {
+  const opt = options.find((o) => o.key === key)
+  if (!opt || opt.width == null || opt.height == null) return undefined
+  return { width: opt.width, height: opt.height }
+}
+
 // Prompt bar component matching the design
 // Two-row layout: prompt row on top, settings row below
 function PromptBar({
@@ -385,13 +443,23 @@ function PromptBar({
   canGenerate,
   buttonLabel,
   buttonIcon,
-  icLoraCondType,
-  onIcLoraCondTypeChange,
-  icLoraStrength,
-  onIcLoraStrengthChange,
+  extendDirection,
+  onExtendDirectionChange,
+  extendSeconds,
+  onExtendSecondsChange,
+  resolutionOptions: resolutionOpts,
+  selectedResolution,
+  onResolutionChange,
+  icLoraControls,
+  promptOptional,
+  isLocalMode,
+  availableLoras,
+  selectedLoras,
+  onSelectedLorasChange,
+  loraDisplayNames,
 }: {
-  mode: 'image' | 'video' | 'retake' | 'ic-lora'
-  onModeChange: (mode: 'image' | 'video' | 'retake' | 'ic-lora') => void
+  mode: GenSpaceMode
+  onModeChange: (mode: GenSpaceMode) => void
   canUseIcLora: boolean
   prompt: string
   onPromptChange: (prompt: string) => void
@@ -400,6 +468,13 @@ function PromptBar({
   canGenerate: boolean
   buttonLabel: string
   buttonIcon: React.ReactNode
+  extendDirection?: ExtendDirection
+  onExtendDirectionChange?: (direction: ExtendDirection) => void
+  extendSeconds?: number
+  onExtendSecondsChange?: (seconds: number) => void
+  resolutionOptions?: ResolutionOption[]
+  selectedResolution?: string
+  onResolutionChange?: (key: string) => void
   inputImage: string | null
   onInputImageChange: (path: string | null) => void
   inputAudio: string | null
@@ -417,17 +492,39 @@ function PromptBar({
   onSettingsChange: (settings: any) => void
   videoModelSpecs: VideoGenerationModelSpecItem[]
   videoSettingsMessage?: string | null
-  icLoraCondType?: ICLoraConditioningType
-  onIcLoraCondTypeChange?: (type: ICLoraConditioningType) => void
-  icLoraStrength?: number
-  onIcLoraStrengthChange?: (strength: number) => void
+  icLoraControls?: IcLoraControlsProps
+  promptOptional?: boolean
+  isLocalMode?: boolean
+  availableLoras?: ApiSuccessOf<'listModels'>['models']
+  selectedLoras?: LoraSelection[]
+  onSelectedLorasChange?: (loras: LoraSelection[]) => void
+  loraDisplayNames?: Map<string, string>
 }) {
   const inputRef = useRef<HTMLInputElement>(null)
   const audioInputRef = useRef<HTMLInputElement>(null)
   const [isDragOver, setIsDragOver] = useState(false)
   const [isAudioDragOver, setIsAudioDragOver] = useState(false)
   const isRetake = mode === 'retake'
+  const isExtend = mode === 'extend'
   const isIcLora = mode === 'ic-lora'
+
+  // Resolution selector: local only, and only when there's a lower tier to pick.
+  const showResolution = isLocalMode && !!resolutionOpts && resolutionOpts.length > 1
+  const resolutionControl = showResolution ? (
+    <SettingsDropdown
+      title="RESOLUTION"
+      value={selectedResolution ?? 'original'}
+      onChange={(v) => onResolutionChange?.(v)}
+      options={resolutionOpts!.map((o) => ({ value: o.key, label: o.label }))}
+      trigger={
+        <>
+          <Monitor className="h-3.5 w-3.5" />
+          <span>{(resolutionOpts!.find((o) => o.key === selectedResolution)?.label ?? 'Original').split(' ')[0]}</span>
+          <ChevronUp className="h-3 w-3 text-zinc-500" />
+        </>
+      }
+    />
+  ) : null
   const resolvedVideoOptions = mode === 'video'
     ? resolveVideoGenerationOptions({
         settings,
@@ -451,6 +548,14 @@ function PromptBar({
       if (asset.type === 'image') {
         onInputImageChange(asset.path)
       }
+      return
+    }
+
+    // File drop from the OS (Finder/Explorer) — mirrors handleFileSelect.
+    const file = e.dataTransfer.files?.[0]
+    if (file && file.type.startsWith('image/')) {
+      const filePath = window.electronAPI?.getPathForFile(file)
+      onInputImageChange(filePath || URL.createObjectURL(file))
     }
   }
 
@@ -590,8 +695,12 @@ function PromptBar({
             onKeyDown={handleKeyDown}
             placeholder={mode === 'retake'
               ? "Describe what should happen in the selected section..."
+              : mode === 'extend'
+                ? "Describe what should happen in the new frames... (optional)"
               : mode === 'ic-lora'
-                ? "Describe the style or transformation to apply..."
+                ? (promptOptional
+                    ? "Describe the new area, or leave empty to extend the scene..."
+                    : "Describe the style or transformation to apply...")
               : mode === 'image'
                 ? "A close-up of a woman talking on the phone..."
                 : "The woman sips from a cup of coffee..."
@@ -608,17 +717,18 @@ function PromptBar({
         <SettingsDropdown
           title="MODE"
           value={mode}
-          onChange={(v) => onModeChange(v as 'image' | 'video' | 'retake' | 'ic-lora')}
+          onChange={(v) => onModeChange(v as GenSpaceMode)}
           options={[
             { value: 'image', label: 'Generate Images', icon: <Image className="h-4 w-4" /> },
             { value: 'video', label: 'Generate Videos', icon: <Video className="h-4 w-4" /> },
             { value: 'retake', label: 'Retake', icon: <Scissors className="h-4 w-4" /> },
+            { value: 'extend', label: 'Extend', icon: <MoveHorizontal className="h-4 w-4" /> },
             ...(canUseIcLora ? [{ value: 'ic-lora', label: 'IC-LoRA', icon: <Sparkles className="h-4 w-4" /> }] : []),
           ]}
           trigger={
             <>
-              {mode === 'image' ? <Image className="h-3.5 w-3.5" /> : mode === 'retake' ? <Scissors className="h-3.5 w-3.5" /> : mode === 'ic-lora' ? <Sparkles className="h-3.5 w-3.5" /> : <Video className="h-3.5 w-3.5" />}
-              <span className="text-zinc-300 font-medium">{mode === 'image' ? 'Image' : mode === 'retake' ? 'Retake' : mode === 'ic-lora' ? 'IC-LoRA' : 'Video'}</span>
+              {mode === 'image' ? <Image className="h-3.5 w-3.5" /> : mode === 'retake' ? <Scissors className="h-3.5 w-3.5" /> : mode === 'extend' ? <MoveHorizontal className="h-3.5 w-3.5" /> : mode === 'ic-lora' ? <Sparkles className="h-3.5 w-3.5" /> : <Video className="h-3.5 w-3.5" />}
+              <span className="text-zinc-300 font-medium">{mode === 'image' ? 'Image' : mode === 'retake' ? 'Retake' : mode === 'extend' ? 'Extend' : mode === 'ic-lora' ? 'IC-LoRA' : 'Video'}</span>
               <ChevronUp className="h-3 w-3 text-zinc-500" />
             </>
           }
@@ -627,43 +737,48 @@ function PromptBar({
         <div className="flex-1" />
         
         {isRetake ? (
-          <div className="text-[10px] text-zinc-500 pr-2">Trim in the panel above, then retake</div>
-        ) : isIcLora ? (
+          resolutionControl ?? <div className="text-[10px] text-zinc-500 pr-2">Trim in the panel above, then retake</div>
+        ) : isExtend ? (
           <>
             <SettingsDropdown
-              title="CONDITIONING TYPE"
-              value={icLoraCondType || 'canny'}
-              onChange={(v) => onIcLoraCondTypeChange?.(v as ICLoraConditioningType)}
-              options={CONDITIONING_TYPES.map(ct => ({ value: ct.value, label: ct.label }))}
+              title="DIRECTION"
+              value={extendDirection ?? 'end'}
+              onChange={(v) => onExtendDirectionChange?.(v as ExtendDirection)}
+              options={[
+                { value: 'end', label: 'At end' },
+                { value: 'start', label: 'At start' },
+              ]}
               trigger={
                 <>
-                  <span className="text-zinc-300 font-medium">{CONDITIONING_TYPES.find(ct => ct.value === icLoraCondType)?.label || 'Canny Edges'}</span>
+                  <MoveHorizontal className="h-3.5 w-3.5" />
+                  <span>{extendDirection === 'start' ? 'At start' : 'At end'}</span>
                   <ChevronUp className="h-3 w-3 text-zinc-500" />
                 </>
               }
             />
             <div className="w-px h-4 bg-zinc-700 mx-0.5" />
             <SettingsDropdown
-              title="STRENGTH"
-              value={String(icLoraStrength ?? 1.0)}
-              onChange={(v) => onIcLoraStrengthChange?.(parseFloat(v))}
-              options={[
-                { value: '0.5', label: '0.50' },
-                { value: '0.75', label: '0.75' },
-                { value: '1', label: '1.00' },
-                { value: '1.25', label: '1.25' },
-                { value: '1.5', label: '1.50' },
-                { value: '2', label: '2.00' },
-              ]}
+              title="SECONDS TO ADD"
+              value={String(extendSeconds ?? DEFAULT_EXTEND_SECONDS)}
+              onChange={(v) => onExtendSecondsChange?.(parseInt(v, 10))}
+              options={EXTEND_SECONDS.map((s) => ({ value: String(s), label: `${s}s` }))}
               trigger={
                 <>
-                  <span className="text-zinc-500 text-[10px]">STR</span>
-                  <span className="text-zinc-300 font-medium">{(icLoraStrength ?? 1.0).toFixed(2)}</span>
+                  <Clock className="h-3.5 w-3.5" />
+                  <span>{extendSeconds ?? DEFAULT_EXTEND_SECONDS}s</span>
                   <ChevronUp className="h-3 w-3 text-zinc-500" />
                 </>
               }
             />
+            {resolutionControl && (
+              <>
+                <div className="w-px h-4 bg-zinc-700 mx-0.5" />
+                {resolutionControl}
+              </>
+            )}
           </>
+        ) : isIcLora ? (
+        <IcLoraSettingsControls {...icLoraControls} />
         ) : mode === 'image' ? (
           <>
             {/* Model indicator */}
@@ -790,6 +905,15 @@ function PromptBar({
                     </>
                   }
                 />
+
+                {isLocalMode && availableLoras && availableLoras.length > 0 && (
+                  <LoRAPicker
+                    available={availableLoras}
+                    selected={selectedLoras ?? []}
+                    onChange={onSelectedLorasChange ?? (() => {})}
+                    displayNames={loraDisplayNames}
+                  />
+                )}
               </>
             ) : (
               <div className="px-2 py-1.5 rounded-md bg-zinc-800/60 text-zinc-500 text-xs">
@@ -909,7 +1033,7 @@ export function GenSpace() {
     isLoading: isLoadingVideoGenerationModelSpecs,
     errorMessage: videoGenerationModelSpecsErrorMessage,
   } = useVideoGenerationModelSpecs()
-  const [mode, setMode] = useState<'image' | 'video' | 'retake' | 'ic-lora'>('video')
+  const [mode, setMode] = useState<GenSpaceMode>('video')
   const [prompt, setPrompt] = useState('')
   const [inputImage, setInputImage] = useState<string | null>(null)
   const [inputAudio, setInputAudio] = useState<string | null>(null)
@@ -936,6 +1060,7 @@ export function GenSpace() {
       videoPath: string
       conditioningType: ICLoraConditioningType
       conditioningStrength: number
+      customLoraRef?: string
     }
   } | null>(null)
   const [settings, setSettings] = useState(() => ({ ...DEFAULT_VIDEO_SETTINGS }))
@@ -967,8 +1092,107 @@ export function GenSpace() {
     imagePaths,
     error,
     reset,
+    resumeIfRunning,
   } = useGeneration()
 
+  // Locally installed LoRAs are only usable in local generation mode.
+  const isLocalMode = !shouldVideoGenerateWithLtxApi
+  const isCustomIcLoraEnabled = useCustomIcLoraEnabled()
+  const [localLoras, setLocalLoras] = useState<ApiSuccessOf<'listModels'>['models']>([])
+  const [selectedLoras, setSelectedLoras] = useState<LoraSelection[]>([])
+  // Installed IC-LoRAs (detected by metadata) for the "Custom IC-LoRA" picker.
+  const [installedIcLoras, setInstalledIcLoras] = useState<ApiSuccessOf<'listModels'>['models']>([])
+  const [icLoraCustomRef, setIcLoraCustomRef] = useState<string | null>(null)
+  const [icLoraSkipStage2, setIcLoraSkipStage2] = useState(false)
+  const [icLoraUseLoraInStage2, setIcLoraUseLoraInStage2] = useState(false)
+  const [icLoraResolutionFactor, setIcLoraResolutionFactor] = useState(2.0)
+  const [icLoraAudioMode, setIcLoraAudioMode] = useState<IcLoraAudioMode>('generated')
+  const [icLoraLoraStrength, setIcLoraLoraStrength] = useState(1.0)
+  const [icLoraFps, setIcLoraFps] = useState<number | null>(null)
+
+  // IC-LoRA mode: a downloadable curated IC-LoRA that resolves its own weights and builds
+  // the control video server-side. When an IC-LoRA is selected, it supersedes canny/depth/custom.
+  const { advancedIcLoraControls } = useDevFlags().flags
+  // Values for the selected IC-LoRA's catalog controls, keyed by control id. Seeded from each
+  // control's default on selection; the settings row renders + edits them generically.
+  const [controlValues, setControlValues] = useState<Record<string, number | string>>({})
+  // Outpainting per-edge pads (the position_canvas control's structured value, sent via outpaint_pads).
+  const [outpaintPads, setOutpaintPads] = useState<OutpaintPads>({ left: 0, right: 0, top: 0, bottom: 0 })
+  // Selecting an IC-LoRA seeds the knob state from its default_settings so the advanced
+  // controls (when shown) reflect what the IC-LoRA will actually run with. (useIcLoraLibrary owns
+  // the selected id; this only seeds the generation state it can't reach.)
+  const onSelectIcLora = useCallback((item: IcLoraListItem | null) => {
+    // Seed option-based controls from their defaults; position_canvas has no default (value is pads).
+    setControlValues(Object.fromEntries(
+      (item?.ic_lora.controls ?? [])
+        .filter(c => c.default !== null)
+        .map(c => [c.id, c.default as number | string]),
+    ))
+    setOutpaintPads({ left: 0, right: 0, top: 0, bottom: 0 })
+    const s = item?.ic_lora.default_settings
+    if (s) {
+      setIcLoraSkipStage2(s.skip_stage_2 ?? false)
+      setIcLoraUseLoraInStage2(s.use_lora_in_stage_2 ?? false)
+      setIcLoraResolutionFactor(s.resolution_factor ?? 2.0)
+      setIcLoraAudioMode(s.audio_mode ?? 'generated')
+      setIcLoraLoraStrength(s.lora_strength ?? 1.0)
+      setIcLoraStrength(s.conditioning_strength ?? 1.0)
+    }
+  }, [])
+  const refreshInstalledModels = useCallback(() => {
+    if (shouldVideoGenerateWithLtxApi) {
+      setLocalLoras([])
+      setInstalledIcLoras([])
+      return
+    }
+    ApiClient.listModels({ type: 'lora' }).then(result => {
+      if (result.ok) setLocalLoras(result.data.models)
+    })
+    ApiClient.listModels({ type: 'ic-lora' }).then(result => {
+      if (result.ok) setInstalledIcLoras(result.data.models)
+    })
+  }, [shouldVideoGenerateWithLtxApi])
+  useEffect(() => { refreshInstalledModels() }, [refreshInstalledModels])
+
+  const {
+    icLoras, items: icLoraItems, downloadIcLora, downloadingKey: downloadingIcLoraKey,
+    progress: icLoraDownloadProgress, downloadError: icLoraDownloadError,
+    modalOpen: libraryModalOpen, setModalOpen: setLibraryModalOpen,
+    selectedIcLoraId, selectedIcLoraVariantId, selectIcLora,
+  } = useIcLoraLibrary(
+    mode === 'ic-lora' && !shouldVideoGenerateWithLtxApi,
+    onSelectIcLora,
+    installedIcLoras,
+    refreshInstalledModels,
+  )
+  const selectedIcLora = icLoras.find(r => r.ic_lora.id === selectedIcLoraId)?.ic_lora ?? null
+  const isCatalogIcLora = selectedIcLora !== null
+  const hasPositionCanvas = (selectedIcLora?.controls ?? []).some(c => c.kind === 'position_canvas')
+  // Catalog IC-LoRAs may opt into promptless generation (e.g. outpainting fills from the scene).
+  const promptOptional = isCatalogIcLora && (selectedIcLora?.allows_empty_prompt ?? false)
+  const onControlChange = useCallback((id: string, value: number | string) => {
+    setControlValues(prev => ({ ...prev, [id]: value }))
+  }, [])
+
+  // Plain-LoRA library: catalog browse/download + on-disk merge + "use" → selectedLoras.
+  const loraLibrary = useLoraLibrary(isLocalMode, localLoras, selectedLoras, setSelectedLoras, refreshInstalledModels)
+  // installed path -> catalog display name (from the catalog↔on-disk merge), so the inline
+  // LoRA picker shows a downloaded catalog LoRA's proper name instead of its raw filename.
+  const loraDisplayNames = useMemo(() => {
+    const map = new Map<string, string>()
+    for (const i of loraLibrary.items) {
+      if (i.variantInstalledPaths && i.variants) {
+        for (const v of i.variants) {
+          const path = i.variantInstalledPaths[v.id]
+          if (path) map.set(path, variantDisplayName(i.name, v.label, i.variants.length))
+        }
+      } else if (i.installedPath) {
+        map.set(i.installedPath, i.name)
+      }
+    }
+    return map
+  }, [loraLibrary.items])
+
   const {
     submitRetake,
     resetRetake,
@@ -983,9 +1207,50 @@ export function GenSpace() {
     startTime: 0,
     duration: 0,
     videoDuration: 0,
+    width: 0,
+    height: 0,
     ready: false,
   })
+  const [retakeResolutionKey, setRetakeResolutionKey] = useState('original')
   const [retakePanelKey, setRetakePanelKey] = useState(0)
+
+  const {
+    submitExtend,
+    resetExtend,
+    isExtending,
+    extendStatus,
+    extendError,
+    extendResult,
+  } = useExtend()
+  const [extendInput, setExtendInput] = useState({
+    videoPath: null as string | null,
+    videoDuration: 0,
+    width: 0,
+    height: 0,
+    ready: false,
+  })
+  // Direction + seconds + resolution live here (controlled by the PromptBar), not the panel.
+  const [extendDirection, setExtendDirection] = useState<ExtendDirection>('end')
+  const [extendSeconds, setExtendSeconds] = useState<number>(DEFAULT_EXTEND_SECONDS)
+  const [extendResolutionKey, setExtendResolutionKey] = useState('original')
+
+  const retakeResolutionOpts = useMemo(
+    () => resolutionOptions(retakeInput.width, retakeInput.height),
+    [retakeInput.width, retakeInput.height],
+  )
+  const extendResolutionOpts = useMemo(
+    () => resolutionOptions(extendInput.width, extendInput.height),
+    [extendInput.width, extendInput.height],
+  )
+  const [extendPanelKey, setExtendPanelKey] = useState(0)
+  const [extendInitial, setExtendInitial] = useState<{
+    videoPath: string | null
+    duration?: number
+  }>({ videoPath: null, duration: undefined })
+  const extendSubmissionRef = useRef<{
+    prompt: string
+    input: { videoPath: string; direction: ExtendDirection; duration: number; videoDuration: number }
+  } | null>(null)
   const [retakeInitial, setRetakeInitial] = useState<{
     videoPath: string | null
     duration?: number
@@ -1000,9 +1265,54 @@ export function GenSpace() {
     conditioningType: 'canny' as ICLoraConditioningType,
     conditioningStrength: 1.0,
     ready: false,
+    referenceImagePath: null as string | null,
+    width: 0,
+    height: 0,
   })
+  // Resolution tiers for the use_lora_in_stage_2 two-stage path (mirrors retake/extend).
+  const [icLoraResolutionKey, setIcLoraResolutionKey] = useState('original')
+  const icLoraResolutionOpts = useMemo(
+    () => resolutionOptions(icLoraInput.width, icLoraInput.height),
+    [icLoraInput.width, icLoraInput.height],
+  )
   const [icLoraPanelKey, setIcLoraPanelKey] = useState(0)
   const [icLoraCondType, setIcLoraCondType] = useState<ICLoraConditioningType>('canny')
+  // Transformation knobs apply only to custom IC-LoRAs. Reset them when switching to
+  // canny/depth (control LoRAs) so those never deviate from the original two-stage behavior.
+  const handleIcLoraCondTypeChange = (type: ICLoraConditioningType) => {
+    setIcLoraCondType(type)
+    // Picking a conditioning type leaves catalog IC-LoRA mode (the dropdown is the single writer).
+    selectIcLora(null)
+    if (type !== 'custom') {
+      setIcLoraSkipStage2(false)
+      setIcLoraUseLoraInStage2(false)
+      setIcLoraResolutionKey('original')
+      setIcLoraResolutionFactor(2.0)
+      setIcLoraFps(null)
+      setIcLoraAudioMode('generated')
+      setIcLoraLoraStrength(1.0)
+    }
+  }
+  // Unified IC-LoRA selector: one dropdown drives canny/depth, downloaded catalog
+  // IC-LoRAs (one option per installed variant) and custom. selectedIcLoraId +
+  // selectedIcLoraVariantId + icLoraCondType remain the underlying state.
+  const icLoraSelectorOptions = buildIcLoraSelectorOptions(icLoraItems, CONDITIONING_TYPES, {
+    includeCatalog: true,
+    includeCustom: isCustomIcLoraEnabled,
+  })
+  const selectedIcLoraEntry = icLoraItems.find(e => e.id === selectedIcLoraId)
+  const icLoraSelectorValue = selectedIcLoraId
+    ? encodeIcLoraSelectorValue(selectedIcLoraId, selectedIcLoraVariantId, {
+      variants: selectedIcLoraEntry?.variants,
+      downloadedVariantIds: selectedIcLoraEntry?.downloadedVariantIds,
+    })
+    : (icLoraCondType || 'canny')
+  const handleIcLoraSelectorChange = (value: string) => {
+    const { catalogId, variantId } = parseIcLoraSelectorValue(value)
+    const item = icLoras.find(r => r.ic_lora.id === catalogId)
+    if (item) selectIcLora(item, variantId)
+    else handleIcLoraCondTypeChange(value as ICLoraConditioningType)
+  }
   const [icLoraStrength, setIcLoraStrength] = useState(1.0)
   const [icLoraInitial, setIcLoraInitial] = useState<{
     videoPath: string | null
@@ -1066,6 +1376,7 @@ export function GenSpace() {
     setIcLoraInitial({
       videoPath: genSpaceIcLoraSource.videoPath,
     })
+    setIcLoraCustomRef(null)
     setIcLoraPanelKey((prev) => prev + 1)
     setGenSpaceIcLoraSource(null)
   }, [genSpaceIcLoraSource, forceApiGenerations, setGenSpaceIcLoraSource])
@@ -1090,6 +1401,12 @@ export function GenSpace() {
     }
   }, [retakeError])
 
+  useEffect(() => {
+    if (extendError) {
+      setLocalError(createLocalGenerationError(extendError))
+    }
+  }, [extendError])
+
   useEffect(() => {
     if (icLoraError) {
       setLocalError(createLocalGenerationError(icLoraError))
@@ -1099,11 +1416,65 @@ export function GenSpace() {
   // Only show assets that were generated (have generationParams), not imported files
   const assets = (activeProject?.assets || []).filter(a => a.generationParams)
   const [lastPrompt, setLastPrompt] = useState('')
-  
+
+  // On mount: recover any generation that was still running when the frontend reloaded.
+  const currentProjectIdRef = useRef(currentProjectId)
+  currentProjectIdRef.current = currentProjectId
+  useEffect(() => {
+    const saved = localStorage.getItem(GENERATION_RECOVERY_KEY)
+    if (!saved) return
+    let ctx: GenerationRecoveryContext
+    try { ctx = JSON.parse(saved) as GenerationRecoveryContext } catch { localStorage.removeItem(GENERATION_RECOVERY_KEY); return }
+    if (ctx.projectId !== currentProjectIdRef.current) { localStorage.removeItem(GENERATION_RECOVERY_KEY); return }
+
+    resumeIfRunning().then(status => {
+      if (status === 'none') {
+        localStorage.removeItem(GENERATION_RECOVERY_KEY)
+        return
+      }
+      // Restore the inputs the completion effects read, so the recovered asset is
+      // persisted with the right prompt/mode/settings (incl. selected LoRAs). This
+      // runs for 'running' AND 'complete': a generation that finished during the
+      // unmount window still triggers the completion effect, which would otherwise
+      // import it with an empty prompt and default settings.
+      setPrompt(ctx.prompt)
+      setLastPrompt(ctx.prompt)
+      // ic-lora/retake carry no settings: recover as a standalone video asset.
+      const s = ctx.settings
+      if (!s) {
+        setMode('video')
+      } else {
+        setMode(ctx.genType === 'image' ? 'image' : 'video')
+        setInputImage(ctx.inputImageUrl ?? null)
+        setInputAudio(ctx.inputAudioUrl ?? null)
+        setSelectedLoras(s.loras ?? [])
+        setSettings(prev => ({
+          ...prev,
+          model: s.model,
+          duration: s.duration,
+          videoResolution: s.videoResolution,
+          fps: s.fps,
+          audio: s.audio,
+          aspectRatio: s.aspectRatio ?? prev.aspectRatio,
+          imageResolution: s.imageResolution,
+          variations: s.variations ?? prev.variations,
+        }))
+      }
+      // Already finished: the completion effect imports it now (idempotently), so the
+      // marker has done its job. 'running' keeps the marker until polling completes.
+      if (status === 'complete') localStorage.removeItem(GENERATION_RECOVERY_KEY)
+    }).catch(() => { localStorage.removeItem(GENERATION_RECOVERY_KEY) })
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, []) // mount only
+
   // When video generation completes, add to project assets
   useEffect(() => {
     if (!videoPath || !currentProjectId || isGenerating) return
 
+    // Dedup is by persistedVideoKeyRef, not an assets path-match like the image effect:
+    // addVisualAssetToProject copies to a fresh path so the source videoPath never appears
+    // in assets. A reload can't double-import either — recovery clears the marker once it
+    // reaches 'complete' (use-generation), so the sticky output is only restored once.
     const generationKey = videoPath
     if (persistedVideoKeyRef.current === generationKey) return
     persistedVideoKeyRef.current = generationKey
@@ -1140,6 +1511,9 @@ export function GenSpace() {
             imageSteps: 4,
             inputImageUrl: inputImage || undefined,
             inputAudioUrl: inputAudio || undefined,
+            loras: isLocalMode && selectedLoras.length > 0
+              ? selectedLoras.map(l => ({ ...l, ref: toModelsDirRelativeRef(l.ref, appSettings.modelsDir) }))
+              : undefined,
           },
           takes: [{
             path: copied.path,
@@ -1157,7 +1531,7 @@ export function GenSpace() {
         logger.error(`Failed to persist generated video asset: ${err}`)
       }
     })()
-  }, [videoPath, currentProjectId, isGenerating, sanitizeVideoSettings, settings, inputImage, inputAudio, lastPrompt, addAsset, reset])
+  }, [videoPath, currentProjectId, isGenerating, sanitizeVideoSettings, settings, inputImage, inputAudio, lastPrompt, addAsset, reset, selectedLoras, isLocalMode, appSettings.modelsDir])
 
   // When retake completes, add as take or new asset
   useEffect(() => {
@@ -1165,6 +1539,9 @@ export function GenSpace() {
     const submission = retakeSubmissionRef.current
     if (!submission) return
     retakeSubmissionRef.current = null
+    // Imported in-page; drop the recovery marker so a remount can't re-import the
+    // backend's sticky GenerationComplete as a duplicate standalone asset.
+    localStorage.removeItem(GENERATION_RECOVERY_KEY)
 
     ;(async () => {
       const usedPrompt = submission.prompt
@@ -1241,11 +1618,71 @@ export function GenSpace() {
     })()
   }, [retakeResult, isRetaking, currentProjectId, activeProject?.assets, activeRetakeSource, addAsset, addTakeToAsset, setPendingRetakeUpdate, resetRetake])
 
+  // When extend completes, save the longer video as a new asset.
+  useEffect(() => {
+    if (!extendResult || !currentProjectId || isExtending) return
+    const submission = extendSubmissionRef.current
+    if (!submission) return
+    extendSubmissionRef.current = null
+    localStorage.removeItem(GENERATION_RECOVERY_KEY)
+
+    ;(async () => {
+      const usedPrompt = submission.prompt
+      const usedInput = submission.input
+      const copied = await addVisualAssetToProject(extendResult.videoPath, currentProjectId, 'video')
+      if (!copied) {
+        logger.error('Could not persist extend result to project storage')
+        setLocalError(createLocalGenerationError('Failed to save extend output to project storage.'))
+        resetExtend()
+        return
+      }
+
+      addAsset(currentProjectId, {
+        type: 'video',
+        path: copied.path,
+        bigThumbnailPath: copied.bigThumbnailPath,
+        smallThumbnailPath: copied.smallThumbnailPath,
+        width: copied.width,
+        height: copied.height,
+        prompt: usedPrompt,
+        resolution: '',
+        duration: usedInput.videoDuration + usedInput.duration,
+        generationParams: {
+          mode: 'extend',
+          prompt: usedPrompt,
+          model: 'pro',
+          duration: usedInput.videoDuration + usedInput.duration,
+          resolution: '',
+          fps: 24,
+          audio: true,
+          cameraMotion: 'none',
+          extendVideoPath: copied.path,
+          extendDuration: usedInput.duration,
+          extendDirection: usedInput.direction,
+        },
+        takes: [{
+          path: copied.path,
+          bigThumbnailPath: copied.bigThumbnailPath,
+          smallThumbnailPath: copied.smallThumbnailPath,
+          width: copied.width,
+          height: copied.height,
+          createdAt: Date.now(),
+        }],
+        activeTakeIndex: 0,
+      })
+      setMode('video')
+      resetExtend()
+    })()
+  }, [extendResult, isExtending, currentProjectId, addAsset, resetExtend])
+
   useEffect(() => {
     if (!icLoraResult || !currentProjectId || isIcLoraGenerating) return
     const submission = icLoraSubmissionRef.current
     if (!submission) return
     icLoraSubmissionRef.current = null
+    // Imported in-page; drop the recovery marker so a remount can't re-import the
+    // backend's sticky GenerationComplete as a duplicate standalone asset.
+    localStorage.removeItem(GENERATION_RECOVERY_KEY)
 
     ;(async () => {
       const copied = await addVisualAssetToProject(icLoraResult.videoPath, currentProjectId, 'video')
@@ -1316,73 +1753,158 @@ export function GenSpace() {
     })()
   }, [icLoraResult, isIcLoraGenerating, currentProjectId, activeProject?.assets, activeIcLoraSource, addAsset, addTakeToAsset, setPendingIcLoraUpdate])
   
-  // When image generation/editing completes, add all images to project assets
+  // When image generation/editing completes, add all images to project assets.
+  // Dedupe on the *source* path we loop over (imagePaths), tracked in a ref: the stored
+  // asset uses the copied project-storage path, so an assets.some(a => a.path === imgPath)
+  // check never matches and would re-add on every run. `assets`/`addAsset` are kept out of
+  // the deps + an in-flight guard prevents a re-entrant run (addAsset mutating assets would
+  // otherwise re-fire this effect while the first pass is still awaiting).
+  const addingImagesRef = useRef(false)
+  const importedImagePathsRef = useRef<Set<string>>(new Set())
   useEffect(() => {
-    if (imagePaths.length > 0 && currentProjectId && !isGenerating) {
-      const genMode = 'text-to-image'
-      ;(async () => {
-        for (let i = 0; i < imagePaths.length; i++) {
-          const imgPath = imagePaths[i]
-          const exists = assets.some(a => a.path === imgPath)
-          if (!exists) {
-            const copied = await addVisualAssetToProject(imgPath, currentProjectId, 'image')
-            if (!copied) {
-              logger.error(`Could not persist generated image to project storage: ${imgPath}`)
-              continue
-            }
-            addAsset(currentProjectId, {
-              type: 'image',
+    if (imagePaths.length === 0 || !currentProjectId || isGenerating) return
+    if (addingImagesRef.current) return
+    addingImagesRef.current = true
+    const genMode = 'text-to-image'
+
+    ;(async () => {
+      try {
+        for (const imgPath of imagePaths) {
+          if (importedImagePathsRef.current.has(imgPath)) continue
+
+          const copied = await addVisualAssetToProject(imgPath, currentProjectId, 'image')
+          if (!copied) {
+            // Skip this image, keep going — a single failed copy must not drop the rest
+            // of the batch (and never reaching reset() below would re-fire this effect).
+            logger.error(`Could not persist generated image to project storage: ${imgPath}`)
+            continue
+          }
+          importedImagePathsRef.current.add(imgPath)
+          addAsset(currentProjectId, {
+            type: 'image',
+            path: copied.path,
+            bigThumbnailPath: copied.bigThumbnailPath,
+            smallThumbnailPath: copied.smallThumbnailPath,
+            width: copied.width,
+            height: copied.height,
+            prompt: lastPrompt,
+            resolution: settings.imageResolution,
+            generationParams: {
+              mode: genMode,
+              prompt: lastPrompt,
+              model: 'fast',
+              duration: 5,
+              resolution: settings.imageResolution,
+              fps: 24,
+              audio: false,
+              cameraMotion: 'none',
+              imageAspectRatio: settings.aspectRatio,
+              imageSteps: 4,
+            },
+            takes: [{
               path: copied.path,
               bigThumbnailPath: copied.bigThumbnailPath,
               smallThumbnailPath: copied.smallThumbnailPath,
               width: copied.width,
               height: copied.height,
-              prompt: lastPrompt,
-              resolution: settings.imageResolution,
-              generationParams: {
-                mode: genMode,
-                prompt: lastPrompt,
-                model: 'fast',
-                duration: 5,
-                resolution: settings.imageResolution,
-                fps: 24,
-                audio: false,
-                cameraMotion: 'none',
-                imageAspectRatio: settings.aspectRatio,
-                imageSteps: 4,
-              },
-              takes: [{
-                path: copied.path,
-                bigThumbnailPath: copied.bigThumbnailPath,
-                smallThumbnailPath: copied.smallThumbnailPath,
-                width: copied.width,
-                height: copied.height,
-                createdAt: Date.now(),
-              }],
-              activeTakeIndex: 0,
-            })
-          }
+              createdAt: Date.now(),
+            }],
+            activeTakeIndex: 0,
+          })
         }
-      })()
-    }
-  }, [imagePaths, currentProjectId, isGenerating])
+        reset()
+      } catch (err) {
+        logger.error(`Failed to persist generated image asset(s): ${err}`)
+      } finally {
+        addingImagesRef.current = false
+      }
+    })()
+  }, [imagePaths, currentProjectId, isGenerating, addAsset, lastPrompt, settings, reset])
   
+  // Single writer for the recovery marker so the per-mode branches below can't drift.
+  const writeRecoveryContext = (ctx: Omit<GenerationRecoveryContext, 'projectId'>) => {
+    if (!currentProjectId) return
+    localStorage.setItem(
+      GENERATION_RECOVERY_KEY,
+      JSON.stringify({ projectId: currentProjectId, ...ctx } satisfies GenerationRecoveryContext),
+    )
+  }
+
   const handleGenerate = async () => {
     if (mode === 'ic-lora') {
-      if (!prompt.trim() || !icLoraInput.videoPath || !icLoraInput.ready) return
+      if ((!prompt.trim() && !promptOptional) || !icLoraInput.videoPath || !icLoraInput.ready) return
+
+      // Catalog IC-LoRA mode: the backend resolves catalog weights and builds the control
+      // video from the user's input via the IC-LoRA's preprocessing pipeline.
+      if (isCatalogIcLora && selectedIcLora) {
+        icLoraSubmissionRef.current = {
+          prompt,
+          input: {
+            videoPath: icLoraInput.videoPath,
+            conditioningType: 'custom',
+            conditioningStrength: icLoraStrength,
+          },
+        }
+        writeRecoveryContext({ prompt })
+        await submitIcLora({
+          videoPath: '',
+          conditioningType: 'custom',
+          conditioningStrength: icLoraStrength,
+          prompt,
+          icLoraId: selectedIcLora.id,
+          variantId: selectedIcLoraVariantId ?? undefined,
+          inputPath: icLoraInput.videoPath,
+          controlValues,
+          outpaintPads: hasPositionCanvas ? outpaintPads : undefined,
+          allowEmptyPrompt: promptOptional,
+          referenceImagePath: icLoraInput.referenceImagePath ?? undefined,
+          // v1 backend reads the IC-LoRA's default_settings; overrides are sent only when the
+          // advanced flag is on. _resolve_settings applies skipStage2/resolutionFactor/audioMode/
+          // loraStrength server-side; fpsOverride is the exception — sent but ignored on the catalog path.
+          ...(advancedIcLoraControls
+            ? {
+                skipStage2: icLoraSkipStage2,
+                useLoraInStage2: icLoraUseLoraInStage2,
+                resolution: resolveResolution(icLoraResolutionOpts, icLoraResolutionKey),
+                resolutionFactor: icLoraResolutionFactor,
+                audioMode: icLoraAudioMode,
+                loraStrength: icLoraLoraStrength,
+                fpsOverride: icLoraFps ?? undefined,
+              }
+            : {}),
+        })
+        return
+      }
+
+      // Flag may have flipped off after 'custom' was selected; don't submit a custom request then.
+      if (icLoraCondType === 'custom' && !isCustomIcLoraEnabled) return
+      const isCustomIcLora = icLoraCondType === 'custom'
+      // Custom mode needs a selected IC-LoRA; the imported video is the control video.
+      if (isCustomIcLora && !icLoraCustomRef) return
       icLoraSubmissionRef.current = {
         prompt,
         input: {
           videoPath: icLoraInput.videoPath,
           conditioningType: icLoraCondType,
           conditioningStrength: icLoraStrength,
+          customLoraRef: isCustomIcLora ? icLoraCustomRef ?? undefined : undefined,
         },
       }
+      writeRecoveryContext({ prompt })
       await submitIcLora({
         videoPath: icLoraInput.videoPath,
         conditioningType: icLoraCondType,
         conditioningStrength: icLoraStrength,
         prompt,
+        customLoraRef: isCustomIcLora ? icLoraCustomRef ?? undefined : undefined,
+        controlVideoPath: isCustomIcLora ? icLoraInput.videoPath : undefined,
+        skipStage2: icLoraSkipStage2,
+        useLoraInStage2: icLoraUseLoraInStage2,
+        resolution: resolveResolution(icLoraResolutionOpts, icLoraResolutionKey),
+        resolutionFactor: icLoraResolutionFactor,
+        audioMode: icLoraAudioMode,
+        loraStrength: icLoraLoraStrength,
+        fpsOverride: icLoraFps ?? undefined,
       })
       return
     }
@@ -1398,12 +1920,40 @@ export function GenSpace() {
           videoDuration: retakeInput.videoDuration,
         },
       }
+      writeRecoveryContext({ prompt })
       await submitRetake({
         videoPath: retakeInput.videoPath,
         startTime: retakeInput.startTime,
         duration: retakeInput.duration,
         prompt,
         mode: 'replace_audio_and_video',
+        resolution: resolveResolution(retakeResolutionOpts, retakeResolutionKey),
+      })
+      return
+    }
+
+    if (mode === 'extend') {
+      if (!extendInput.videoPath || !extendInput.ready) return
+      extendSubmissionRef.current = {
+        prompt,
+        input: {
+          videoPath: extendInput.videoPath,
+          direction: extendDirection,
+          duration: extendSeconds,
+          videoDuration: extendInput.videoDuration,
+        },
+      }
+      if (currentProjectId) {
+        localStorage.setItem(GENERATION_RECOVERY_KEY, JSON.stringify({
+          projectId: currentProjectId, prompt,
+        } satisfies GenerationRecoveryContext))
+      }
+      await submitExtend({
+        videoPath: extendInput.videoPath,
+        duration: extendSeconds,
+        prompt,
+        mode: extendDirection,
+        resolution: resolveResolution(extendResolutionOpts, extendResolutionKey),
       })
       return
     }
@@ -1414,31 +1964,26 @@ export function GenSpace() {
     setLastPrompt(prompt)
 
     if (mode === 'image') {
-      generateImage(
-        prompt,
-        {
-          model: 'fast' as 'fast' | 'pro',
-          duration: 5,
-          videoResolution: settings.videoResolution,
-          fps: 24,
-          audio: false,
-          cameraMotion: 'none',
-          imageResolution: settings.imageResolution,
-          imageAspectRatio: settings.aspectRatio,
-          imageSteps: 4,
-          variations: settings.variations,
-        }
-      )
+      const imageSettings = {
+        model: 'fast' as 'fast' | 'pro',
+        duration: 5,
+        videoResolution: settings.videoResolution,
+        fps: 24,
+        audio: false,
+        cameraMotion: 'none',
+        imageResolution: settings.imageResolution,
+        imageAspectRatio: settings.aspectRatio,
+        imageSteps: 4,
+        variations: settings.variations,
+      }
+      writeRecoveryContext({ prompt, settings: imageSettings, genType: 'image' })
+      generateImage(prompt, imageSettings)
     } else {
       // Generate video (t2v if no image/audio, i2v if image, a2v if audio)
       const imagePath = inputImage || null
       const audioPath = inputAudio || null
       const videoSettings = sanitizeVideoSettings(settings)
-
-      generate(
-        prompt,
-        imagePath,
-        {
+      const genSettings = {
           model: videoSettings.model as 'fast' | 'pro',
           duration: videoSettings.duration,
           videoResolution: videoSettings.videoResolution,
@@ -1449,9 +1994,16 @@ export function GenSpace() {
           imageResolution: videoSettings.imageResolution,
           imageAspectRatio: videoSettings.aspectRatio,
           imageSteps: 4,
-        },
-        audioPath,
-      )
+          // Local LoRA refs are filesystem paths the cloud API can't resolve.
+          loras: isLocalMode && selectedLoras.length > 0 ? selectedLoras : undefined,
+      }
+      writeRecoveryContext({
+        prompt,
+        settings: genSettings,
+        inputImageUrl: imagePath ?? undefined,
+        inputAudioUrl: audioPath ?? undefined,
+      })
+      generate(prompt, imagePath, genSettings, audioPath)
     }
   }
   
@@ -1477,6 +2029,7 @@ export function GenSpace() {
     setMode('retake')
     setPrompt('')
     setActiveRetakeSource(null)
+    setRetakeResolutionKey('original')
     setRetakeInitial({
       videoPath: videoAsset.path,
       duration: videoAsset.duration,
@@ -1484,6 +2037,19 @@ export function GenSpace() {
     setRetakePanelKey((prev) => prev + 1)
   }
 
+  const handleExtend = (videoAsset: Asset) => {
+    setMode('extend')
+    setPrompt('')
+    setExtendDirection('end')
+    setExtendSeconds(DEFAULT_EXTEND_SECONDS)
+    setExtendResolutionKey('original')
+    setExtendInitial({
+      videoPath: videoAsset.path,
+      duration: videoAsset.duration,
+    })
+    setExtendPanelKey((prev) => prev + 1)
+  }
+
   const handleIcLora = (videoAsset: Asset) => {
     if (forceApiGenerations) return
     setMode('ic-lora')
@@ -1494,6 +2060,7 @@ export function GenSpace() {
   }
 
   const isRetakeMode = mode === 'retake'
+  const isExtendMode = mode === 'extend'
   const isIcLoraMode = mode === 'ic-lora'
   const hasCompatibleVideoSettings = mode !== 'video' || (
     !isLoadingVideoGenerationModelSpecs
@@ -1506,16 +2073,21 @@ export function GenSpace() {
   )
   const canSubmit = isRetakeMode
     ? retakeInput.ready && !!retakeInput.videoPath && !isRetaking
-    : isIcLoraMode
-      ? !!prompt.trim() && icLoraInput.ready && !!icLoraInput.videoPath && !isIcLoraGenerating
-      : !!prompt.trim() && hasCompatibleVideoSettings
-  const promptButtonLabel = isRetakeMode ? 'Retake' : isIcLoraMode ? 'Generate' : 'Generate'
+    : isExtendMode
+      ? extendInput.ready && !!extendInput.videoPath && !isExtending
+      : isIcLoraMode
+        ? (!!prompt.trim() || promptOptional) && icLoraInput.ready && !!icLoraInput.videoPath && !isIcLoraGenerating
+          && (isCatalogIcLora || icLoraCondType !== 'custom' || !!icLoraCustomRef)
+        : !!prompt.trim() && hasCompatibleVideoSettings
+  const promptButtonLabel = isRetakeMode ? 'Retake' : isExtendMode ? 'Extend' : isIcLoraMode ? 'Generate' : 'Generate'
   const promptButtonIcon = isRetakeMode
     ? <Scissors className="h-3.5 w-3.5" />
-    : isIcLoraMode
-      ? <Sparkles className="h-3.5 w-3.5" />
+    : isExtendMode
+      ? <MoveHorizontal className="h-3.5 w-3.5" />
+      : isIcLoraMode
+        ? <Sparkles className="h-3.5 w-3.5" />
     : <Sparkles className={`h-3.5 w-3.5 ${isGenerating ? 'animate-pulse' : ''}`} />
-  const promptGenerating = isRetakeMode ? isRetaking : isIcLoraMode ? isIcLoraGenerating : isGenerating
+  const promptGenerating = isRetakeMode ? isRetaking : isExtendMode ? isExtending : isIcLoraMode ? isIcLoraGenerating : isGenerating
   
   // Close size menu on click outside
   useEffect(() => {
@@ -1559,6 +2131,40 @@ export function GenSpace() {
     return () => window.removeEventListener('keydown', handleKey)
   }, [selectedAsset, goToPrev, goToNext])
 
+  // Shared IC-LoRA control props — consumed by the bottom-row settings (PromptBar) and the
+  // advanced side panel beside the prompt.
+  const icLoraControlsProps: IcLoraControlsProps = {
+    icLoraCondType,
+    icLoraSelectorValue,
+    icLoraSelectorOptions,
+    onIcLoraSelectorChange: handleIcLoraSelectorChange,
+    icLoraStrength,
+    onIcLoraStrengthChange: setIcLoraStrength,
+    availableIcLoras: installedIcLoras,
+    icLoraCustomRef,
+    onIcLoraCustomRefChange: setIcLoraCustomRef,
+    icLoraSkipStage2,
+    onIcLoraSkipStage2Change: setIcLoraSkipStage2,
+    icLoraUseLoraInStage2,
+    onIcLoraUseLoraInStage2Change: setIcLoraUseLoraInStage2,
+    icLoraResolutionOptions: icLoraResolutionOpts,
+    icLoraResolutionKey,
+    onIcLoraResolutionKeyChange: setIcLoraResolutionKey,
+    icLoraResolutionFactor,
+    onIcLoraResolutionFactorChange: setIcLoraResolutionFactor,
+    icLoraAudioMode,
+    onIcLoraAudioModeChange: setIcLoraAudioMode,
+    icLoraLoraStrength,
+    onIcLoraLoraStrengthChange: setIcLoraLoraStrength,
+    icLoraFps,
+    onIcLoraFpsChange: setIcLoraFps,
+    isCatalogIcLora,
+    advancedIcLoraControls,
+    controls: selectedIcLora?.controls ?? [],
+    controlValues,
+    onControlChange,
+  }
+
   return (
     <div className="h-full relative bg-zinc-950">
 
@@ -1588,10 +2194,22 @@ export function GenSpace() {
       )}
 
       {/* Assets area — full width, no background, above the prompt bar */}
-      {isLibraryMode && (assets.length > 0 || isGenerating) && (
+      {/* Kept mounted even with no assets so the Browse LoRAs / Favorites / size toolbar survives the empty state. */}
+      {isLibraryMode && (
         <div className="absolute inset-x-0 top-0 bottom-[160px] flex flex-col px-4 pt-4">
           {/* Top bar */}
-          <div className="flex items-center justify-end pb-2 gap-2">
+          <div className="flex items-center justify-between pb-2 gap-2">
+            <div className="flex items-center gap-2">
+              {mode === 'video' && isLocalMode && (
+                <button
+                  onClick={() => loraLibrary.setModalOpen(true)}
+                  className="flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium text-zinc-400 hover:text-white hover:bg-zinc-800 transition-colors"
+                >
+                  <Sparkles className="h-4 w-4" /> Browse LoRAs
+                </button>
+              )}
+            </div>
+            <div className="flex items-center gap-2">
             <button
               onClick={() => setShowFavorites(!showFavorites)}
               className={`flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium transition-colors ${
@@ -1651,6 +2269,7 @@ export function GenSpace() {
                 </div>
               )}
             </div>
+            </div>
           </div>
 
           {/* Assets grid — fills remaining space, scrollable */}
@@ -1684,6 +2303,7 @@ export function GenSpace() {
                   onDragStart={handleDragStart}
                   onCreateVideo={handleCreateVideo}
                   onRetake={handleRetake}
+                  onExtend={handleExtend}
                   onIcLora={!forceApiGenerations ? handleIcLora : undefined}
                   onToggleFavorite={() => currentProjectId && toggleFavorite(currentProjectId, asset.id)}
                 />
@@ -1702,26 +2322,68 @@ export function GenSpace() {
             fillHeight
             isProcessing={isRetaking}
             processingStatus={retakeStatus}
-            onChange={(data) => setRetakeInput(data)}
+            enforceApiConstraints={!isLocalMode}
+            onChange={setRetakeInput}
           />
         </div>
       )}
 
-      {mode === 'ic-lora' && !forceApiGenerations && (
+      {mode === 'extend' && (
         <div className="absolute inset-x-0 top-0 bottom-[160px] px-4 pt-4 pb-4 flex flex-col overflow-hidden">
+          <ExtendPanel
+            initialVideoPath={extendInitial.videoPath}
+            initialDuration={extendInitial.duration}
+            resetKey={extendPanelKey}
+            fillHeight
+            isProcessing={isExtending}
+            processingStatus={extendStatus}
+            enforceApiConstraints={!isLocalMode}
+            onChange={setExtendInput}
+          />
+        </div>
+      )}
+
+      {mode === 'ic-lora' && !forceApiGenerations && (
+        // Extra bottom clearance (vs 160px elsewhere): the floating panel here also carries the
+        // selected-IC-LoRA info banner, so reserve room so it can't cover the panel's bottom bar.
+        <div className="absolute inset-x-0 top-0 bottom-[210px] px-4 pt-4 pb-4 flex flex-col overflow-hidden">
           <ICLoraPanel
             initialVideoPath={icLoraInitial.videoPath}
             resetKey={icLoraPanelKey}
             fillHeight
             isProcessing={isIcLoraGenerating}
             processingStatus={icLoraStatus}
+            inputKind={selectedIcLora?.input?.kind ?? 'video'}
+            selectedIcLoraId={selectedIcLoraId}
+            allowsReferenceImage={selectedIcLora?.allows_reference_image ?? false}
+            showOutpaintCanvas={hasPositionCanvas}
+            outpaintPads={outpaintPads}
+            onOutpaintPadsChange={setOutpaintPads}
+            isLocalMode={isLocalMode}
+            onBrowseLibrary={() => setLibraryModalOpen(true)}
             conditioningType={icLoraCondType}
-            onConditioningTypeChange={setIcLoraCondType}
+            onConditioningTypeChange={handleIcLoraCondTypeChange}
             conditioningStrength={icLoraStrength}
             onConditioningStrengthChange={setIcLoraStrength}
             outputVideoPath={icLoraResult?.videoPath || null}
             onChange={setIcLoraInput}
           />
+          <LoraLibraryModal
+            open={libraryModalOpen}
+            onClose={() => setLibraryModalOpen(false)}
+            kind="ic-lora"
+            items={icLoraItems}
+            selectedId={selectedIcLoraId}
+            selectedVariantId={selectedIcLoraVariantId}
+            downloadingKey={downloadingIcLoraKey}
+            progress={icLoraDownloadProgress}
+            downloadError={icLoraDownloadError}
+            onDownload={downloadIcLora}
+            onSelect={(e, variantId) => {
+              selectIcLora(icLoras.find(r => r.ic_lora.id === e.id) ?? null, variantId)
+              return true
+            }}
+          />
         </div>
       )}
 
@@ -1734,6 +2396,35 @@ export function GenSpace() {
           isGenerating={isGenerating}
         />
 
+        {/* Active IC-LoRA (IC-LoRA view only). */}
+        {mode === 'ic-lora' && isCatalogIcLora && selectedIcLora && (
+          <SelectedLoraInfo items={[{
+            name: variantDisplayName(
+              selectedIcLora.name,
+              selectedIcLoraVariantId
+                ? selectedIcLora.download.variants?.find(v => v.id === selectedIcLoraVariantId)?.label
+                : undefined,
+              selectedIcLora.download.variants?.length,
+            ),
+            sections: selectedIcLora.instructions ?? undefined,
+            repoId: selectedIcLora.download.repo_id,
+            isCommunity: selectedIcLora.author?.affiliation !== 'ltx',
+          }]} />
+        )}
+
+        {/* Selected plain LoRAs (video gen only) — one chip each, info from the matched catalog entry. */}
+        {mode === 'video' && isLocalMode && selectedLoras.length > 0 && (
+          <SelectedLoraInfo items={selectedLoras.map(s => {
+            const entry = loraLibrary.items.find(e => e.installedPath === s.ref)
+            return {
+              name: s.name,
+              sections: entry?.instructions,
+              repoId: entry?.repoId,
+              isCommunity: entry?.author?.affiliation !== 'ltx',
+            }
+          })} />
+        )}
+
         {/* Prompt bar */}
         <PromptBar
           mode={mode}
@@ -1746,6 +2437,13 @@ export function GenSpace() {
           canGenerate={canSubmit}
           buttonLabel={promptButtonLabel}
           buttonIcon={promptButtonIcon}
+          extendDirection={extendDirection}
+          onExtendDirectionChange={setExtendDirection}
+          extendSeconds={extendSeconds}
+          onExtendSecondsChange={setExtendSeconds}
+          resolutionOptions={mode === 'extend' ? extendResolutionOpts : mode === 'retake' ? retakeResolutionOpts : []}
+          selectedResolution={mode === 'extend' ? extendResolutionKey : retakeResolutionKey}
+          onResolutionChange={mode === 'extend' ? setExtendResolutionKey : setRetakeResolutionKey}
           inputImage={inputImage}
           onInputImageChange={setInputImage}
           inputAudio={inputAudio}
@@ -1754,13 +2452,37 @@ export function GenSpace() {
           onSettingsChange={(nextSettings) => setSettings(sanitizeVideoSettings(nextSettings))}
           videoModelSpecs={videoModelSpecs}
           videoSettingsMessage={videoSettingsMessage}
-          icLoraCondType={icLoraCondType}
-          onIcLoraCondTypeChange={setIcLoraCondType}
-          icLoraStrength={icLoraStrength}
-          onIcLoraStrengthChange={setIcLoraStrength}
+          icLoraControls={icLoraControlsProps}
+          promptOptional={promptOptional}
+          isLocalMode={isLocalMode}
+          availableLoras={localLoras}
+          selectedLoras={selectedLoras}
+          onSelectedLorasChange={setSelectedLoras}
+          loraDisplayNames={loraDisplayNames}
         />
+
+        {/* Advanced IC-LoRA controls — bottom-aligned to the right of the prompt panel. */}
+        {mode === 'ic-lora' && !forceApiGenerations && advancedIcLoraControls && (
+          <div className="absolute left-full bottom-0 ml-3">
+            <IcLoraAdvancedPanel {...icLoraControlsProps} />
+          </div>
+        )}
       </div>
-      
+
+      <LoraLibraryModal
+        open={loraLibrary.modalOpen}
+        onClose={() => loraLibrary.setModalOpen(false)}
+        kind="lora"
+        items={loraLibrary.items}
+        selectedId={null}
+        downloadingKey={loraLibrary.downloadingKey}
+        progress={loraLibrary.progress}
+        downloadError={loraLibrary.downloadError}
+        syncError={loraLibrary.useError}
+        onDownload={loraLibrary.downloadLora}
+        onSelect={loraLibrary.useEntry}
+      />
+
       {/* Asset preview modal */}
       {selectedAsset && (
         <div 
@@ -1826,7 +2548,7 @@ export function GenSpace() {
             )}
             <div className="mt-4 text-center">
               <div className="inline-flex items-start gap-2 max-w-full">
-                <p className="text-zinc-300">{selectedAsset.prompt}</p>
+                <p className="text-zinc-300 max-h-40 overflow-y-auto whitespace-pre-wrap break-words text-left">{selectedAsset.prompt}</p>
                 {selectedAsset.prompt && (
                   <button
                     onClick={() => {
@@ -1842,7 +2564,10 @@ export function GenSpace() {
                 )}
               </div>
               <p className="text-zinc-500 text-sm mt-1">
-                {selectedAsset.resolution} • {selectedAsset.duration ? `${selectedAsset.duration}s` : 'Image'}
+                {[
+                  selectedAsset.resolution,
+                  selectedAsset.duration ? `${formatSeconds(selectedAsset.duration)}s` : 'Image',
+                ].filter(Boolean).join(' • ')}
               </p>
             </div>
           </div>
diff --git a/frontend/views/editor/useRegeneration.ts b/frontend/views/editor/useRegeneration.ts
index 7b1dc4eb5..0bc723bfc 100644
--- a/frontend/views/editor/useRegeneration.ts
+++ b/frontend/views/editor/useRegeneration.ts
@@ -99,6 +99,7 @@ export function useRegeneration(params: UseRegenerationParams) {
     regenCancel,
     regenReset,
     regenError,
+    shouldVideoGenerateWithLtxApi,
   } = params
   const {
     applyGeneratedTake,
@@ -228,6 +229,8 @@ export function useRegeneration(params: UseRegenerationParams) {
       imageResolution: '1080p',
       imageAspectRatio: generationParams.imageAspectRatio || '16:9',
       imageSteps: generationParams.imageSteps || 4,
+      // Local LoRA refs are filesystem paths the cloud API can't resolve.
+      loras: !shouldVideoGenerateWithLtxApi ? generationParams.loras : undefined,
     }
     void regenGenerate(generationParams.prompt, imagePath, rawVideoSettings)
   }, [
@@ -240,6 +243,7 @@ export function useRegeneration(params: UseRegenerationParams) {
     assets,
     clips,
     updateAsset,
+    shouldVideoGenerateWithLtxApi,
   ])
 
   const handleCancelRegeneration = useCallback(() => {
diff --git a/package.json b/package.json
index 20e6ef285..684d8a1a7 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "ltx-desktop",
-  "version": "1.0.5",
+  "version": "1.1.0",
   "description": "LTX-2 Video Generation - Desktop App",
   "type": "module",
   "main": "dist-electron/main.js",
@@ -14,8 +14,10 @@
   "packageManager": "pnpm@10.30.3",
   "scripts": {
     "setup:dev": "node scripts/run-script.js scripts/setup-dev",
+    "clean:dev": "node scripts/run-script.js scripts/clean-dev",
     "dev": "vite",
     "dev:debug": "cross-env BACKEND_DEBUG=1 ELECTRON_DEBUG=1 vite",
+    "perf:dev": "node scripts/perf-dev.mjs",
     "typecheck": "concurrently \"pnpm run typecheck:ts\" \"pnpm run typecheck:py\"",
     "typecheck:ts": "tsc --noEmit",
     "typecheck:py": "cd backend && uv run pyright",
diff --git a/scripts/clean-dev.ps1 b/scripts/clean-dev.ps1
new file mode 100644
index 000000000..8754149ec
--- /dev/null
+++ b/scripts/clean-dev.ps1
@@ -0,0 +1,36 @@
+# Reset the dev env to a clean state (deps removed + reinstalled). Run `pnpm dev` after.
+
+$ErrorActionPreference = "Stop"
+
+function Ok($msg) { Write-Host "✓ $msg" -ForegroundColor Green }
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectDir = Split-Path -Parent $ScriptDir
+Set-Location $ProjectDir
+
+Write-Host "Removing build artifacts and dependencies..."
+foreach ($dir in @("node_modules", "dist", "dist-electron", "release", "backend\.venv")) {
+    if (Test-Path $dir) { Remove-Item -Recurse -Force $dir }
+}
+Get-ChildItem -Path . -Filter *.tsbuildinfo -Recurse -File |
+    Where-Object { $_.FullName -notmatch '\\node_modules\\' } |
+    Remove-Item -Force
+Get-ChildItem -Path backend -Filter __pycache__ -Recurse -Directory |
+    Remove-Item -Recurse -Force
+Ok "workspace cleaned"
+
+Write-Host "`nReinstalling Node dependencies..."
+pnpm install
+if ($LASTEXITCODE -ne 0) { Write-Host "✗ pnpm install failed" -ForegroundColor Red; exit 1 }
+Ok "pnpm install complete"
+
+Write-Host "`nReinstalling Python backend venv..."
+Set-Location (Join-Path $ProjectDir "backend")
+uv sync --extra dev
+if ($LASTEXITCODE -ne 0) { Write-Host "✗ uv sync failed" -ForegroundColor Red; exit 1 }
+Ok "uv sync complete"
+
+Write-Host ""
+Write-Host "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" -ForegroundColor Cyan
+Write-Host "  Clean complete! Run the app with:  pnpm dev" -ForegroundColor Cyan
+Write-Host "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" -ForegroundColor Cyan
diff --git a/scripts/clean-dev.sh b/scripts/clean-dev.sh
new file mode 100755
index 000000000..1e143779f
--- /dev/null
+++ b/scripts/clean-dev.sh
@@ -0,0 +1,33 @@
+#!/usr/bin/env bash
+# Reset the dev env to a clean state (deps removed + reinstalled). Run `pnpm dev` after.
+set -euo pipefail
+
+GREEN='\033[0;32m'
+NC='\033[0m'
+ok() { echo -e "${GREEN}✓${NC} $1"; }
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_DIR="$(dirname "$SCRIPT_DIR")"
+cd "$PROJECT_DIR"
+
+echo "Removing build artifacts and dependencies..."
+rm -rf node_modules dist dist-electron release backend/.venv
+find . -name '*.tsbuildinfo' -not -path '*/node_modules/*' -delete
+find backend -type d -name '__pycache__' -exec rm -rf {} +
+ok "workspace cleaned"
+
+echo ""
+echo "Reinstalling Node dependencies..."
+pnpm install
+ok "pnpm install complete"
+
+echo ""
+echo "Reinstalling Python backend venv..."
+cd "$PROJECT_DIR/backend"
+uv sync --extra dev
+ok "uv sync complete"
+
+echo ""
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo "  Clean complete! Run the app with:  pnpm dev"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
diff --git a/scripts/perf-dev.mjs b/scripts/perf-dev.mjs
new file mode 100644
index 000000000..1f1a51e42
--- /dev/null
+++ b/scripts/perf-dev.mjs
@@ -0,0 +1,165 @@
+#!/usr/bin/env node
+/**
+ * perf:dev — one command to run the performance runner against a HEADLESS backend.
+ *
+ * Starts the Python backend directly (no Electron, no frontend) with the same
+ * environment the app uses, generates one auth token and injects it into BOTH the
+ * backend and the dashboard (so there is nothing to paste), then launches the
+ * dashboard which opens a browser.
+ *
+ * Why headless: with no Electron/frontend, the backend is the only GPU consumer,
+ * so perf measurements aren't contended by the app's own rendering/decoding.
+ *
+ * Note: headless can't download or pick a model. It reuses whatever the app has
+ * already downloaded + activated (via LTX_APP_DATA_DIR). If no model is loaded,
+ * open the app once to fetch one, then re-run this.
+ *
+ *   pnpm perf:dev
+ */
+import { spawn, spawnSync } from 'node:child_process'
+import crypto from 'node:crypto'
+import fs from 'node:fs'
+import os from 'node:os'
+import path from 'node:path'
+import { fileURLToPath } from 'node:url'
+
+const ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '..')
+const BACKEND_DIR = path.join(ROOT, 'backend')
+const PERF_DIR = path.join(BACKEND_DIR, 'performance_runner')
+const APP_FOLDER_NAME = 'LTXDesktop' // must match electron/app-paths.ts
+const PORT = process.env.LTX_PORT || '41954'
+const TOKEN = crypto.randomBytes(32).toString('base64url')
+
+// Same resolution as electron/app-paths.ts resolveUserDataPath(), so the headless
+// backend reuses the app's downloaded models + settings.json.
+function appDataDir() {
+  if (process.platform === 'win32') {
+    const base = process.env.LOCALAPPDATA || path.join(os.homedir(), 'AppData', 'Local')
+    return path.join(base, APP_FOLDER_NAME)
+  }
+  if (process.platform === 'darwin') {
+    return path.join(os.homedir(), 'Library', 'Application Support', APP_FOLDER_NAME)
+  }
+  const xdg = process.env.XDG_DATA_HOME || path.join(os.homedir(), '.local', 'share')
+  return path.join(xdg, APP_FOLDER_NAME)
+}
+
+const HAS_UV = spawnSync('uv', ['--version'], { stdio: 'ignore' }).status === 0
+const runPy = (script) => (HAS_UV ? ['uv', ['run', 'python', script]] : ['python', [script]])
+
+function tee(child, tag) {
+  const write = (buf) => {
+    for (const line of buf.toString().split('\n')) {
+      if (line) process.stdout.write(`[${tag}] ${line}\n`)
+    }
+  }
+  child.stdout.on('data', write)
+  child.stderr.on('data', write)
+}
+
+const appData = appDataDir()
+const logsDir = path.join(appData, 'logs')
+fs.mkdirSync(logsDir, { recursive: true })
+const ts = new Date().toISOString().replace(/[:.]/g, '-').slice(0, 19)
+const backendLogPath = path.join(logsDir, `backend_perfdev_${ts}.log`)
+const backendLog = fs.createWriteStream(backendLogPath, { flags: 'a' })
+
+console.log('\nperf:dev — headless backend + performance runner')
+console.log(`  app data    : ${appData}`)
+console.log(`  backend     : http://127.0.0.1:${PORT}`)
+console.log(`  backend log : ${backendLogPath}`)
+console.log('  token       : auto-injected into backend + dashboard (no paste needed)')
+console.log('  Ctrl+C to stop both.\n')
+
+let dashboard = null
+let backendReady = false
+
+const [bcmd, bargs] = runPy('ltx2_server.py')
+const backend = spawn(bcmd, bargs, {
+  cwd: BACKEND_DIR,
+  env: {
+    ...process.env,
+    LTX_APP_DATA_DIR: appData,
+    LTX_AUTH_TOKEN: TOKEN,
+    LTX_DEV_MODE: '1',
+    LTX_PORT: PORT,
+    PYTHONUNBUFFERED: '1',
+    // Mirror the flag Electron sets when it spawns the backend (electron/python-backend.ts):
+    // on Apple Silicon, let unsupported MPS ops fall back to CPU instead of erroring, so the
+    // headless generation path matches the app's. (The packaged app additionally loads a
+    // prebuilt mps-sdpa extension via LTX_MPS_EXT_PREBUILT_DIR; a dev run has no prebuilt .so
+    // and torch JIT-builds it, so that key is intentionally omitted here.)
+    PYTORCH_ENABLE_MPS_FALLBACK: '1',
+  },
+})
+
+// Backend output -> its own log file (viewable via the dashboard's "backend" log
+// toggle). Mirror to the console only during startup, so once it's up the console
+// stays clean instead of interleaving backend + dashboard chatter.
+function teeBackend(buf) {
+  const text = buf.toString()
+  backendLog.write(text)
+  if (!backendReady) process.stdout.write(text)
+  if (!backendReady && text.includes('Server running on')) {
+    backendReady = true
+    console.log('\n[perf:dev] backend up — its logs now go to the file above')
+    console.log("[perf:dev] (view them live via the 'backend' toggle in the dashboard).\n")
+    setTimeout(startDashboard, 500)
+  }
+}
+backend.stdout.on('data', teeBackend)
+backend.stderr.on('data', teeBackend)
+
+async function startDashboard() {
+  const auth = { headers: { Authorization: `Bearer ${TOKEN}` } }
+
+  // Local-generation preflight. The backend decides local-vs-API at startup from the
+  // hardware available AT THAT MOMENT — on Apple Silicon, the FREE (not total) unified
+  // RAM, since the GPU shares system memory. The perf runner measures LOCAL generation,
+  // so if the backend came up in API-only mode there's nothing for it to measure. Tell
+  // the user how to fix it and stop, rather than opening a dashboard that can't run.
+  try {
+    const r = await fetch(`http://127.0.0.1:${PORT}/api/runtime-policy`, auth)
+    const policy = await r.json()
+    if (policy && policy.force_api_generations) {
+      console.log('\n[perf:dev] Local generation is UNAVAILABLE — the backend started in API-only mode.')
+      if (process.platform === 'darwin') {
+        console.log('[perf:dev] On Apple Silicon this is gated on FREE RAM at the moment the server starts')
+        console.log('[perf:dev] (roughly 15 GB+ needed). Close memory-heavy apps — browsers are usually the')
+        console.log('[perf:dev] biggest offender — then re-run `pnpm perf:dev` to re-check.')
+      } else {
+        console.log('[perf:dev] This machine has no supported local-generation GPU (needs a CUDA GPU with')
+        console.log('[perf:dev] >=16 GB VRAM, or Apple Silicon with enough free RAM).')
+      }
+      console.log('[perf:dev] The performance runner measures local generation, so stopping here.\n')
+      shutdown()
+      return
+    }
+  } catch { /* policy check is best-effort — fall through to the dashboard */ }
+
+  try {
+    const r = await fetch(`http://127.0.0.1:${PORT}/health`, auth)
+    const h = await r.json()
+    if (h && h.models_loaded === false) {
+      console.log('\n[perf:dev] NOTE: no model loaded. Open the app once to download/activate a')
+      console.log('           model, then re-run `pnpm perf:dev`.\n')
+    }
+  } catch { /* health check is best-effort */ }
+
+  const [dcmd, dargs] = runPy('run_dashboard.py')
+  dashboard = spawn(dcmd, dargs, {
+    cwd: PERF_DIR,
+    env: { ...process.env, PERF_AUTH_TOKEN: TOKEN, LTX_PORT: PORT },
+  })
+  tee(dashboard, 'dashboard')
+}
+
+function shutdown() {
+  for (const child of [dashboard, backend]) {
+    try { child?.kill() } catch { /* already gone */ }
+  }
+  process.exit(0)
+}
+process.on('SIGINT', shutdown)
+process.on('SIGTERM', shutdown)
+backend.on('exit', (code) => { console.log(`[backend] exited (code ${code})`); shutdown() })
diff --git a/scripts/prebuild-mps-sdpa-ext.sh b/scripts/prebuild-mps-sdpa-ext.sh
new file mode 100644
index 000000000..4cb124136
--- /dev/null
+++ b/scripts/prebuild-mps-sdpa-ext.sh
@@ -0,0 +1,58 @@
+#!/usr/bin/env bash
+# prebuild-mps-sdpa-ext.sh
+# Ahead-of-time compile mps-sdpa's zero-copy `mpsgraph_zc` attention extension so
+# it can be BUNDLED and loaded on end-user Macs that have no compiler.
+#
+# Why: mps-sdpa JIT-compiles this extension on first import via torch's
+# cpp_extension.load(), which needs Xcode Command Line Tools (clang + Metal SDK).
+# End users don't have those, so mps-sdpa silently falls back to a Metal-memory-
+# leaking backend that OOMs longer generations. A prebuilt cache loads in ~1.7s
+# with only the `ninja` binary present (no clang). See
+# docs/mps-attention-memory-leak.md.
+#
+# Build against the SHIPPED interpreter (python-embed) so the cache matches the
+# bundled torch/python/arch exactly. Run AFTER prepare-python.sh, on a macOS
+# Apple-Silicon build machine WITH Xcode Command Line Tools.
+#
+# Output: <output>/mps_sdpa_zc_ext/{mps_sdpa_zc_ext.so, mpsgraph_zc.o, build.ninja,...}
+# prepare-python.sh calls this with <output> = python-embed/mps-ext-prebuilt so the
+# cache rides the CI python-embed cache and is bundled to resources/python/mps-ext-prebuilt
+# — where the runtime env LTX_MPS_EXT_PREBUILT_DIR points (see electron/python-backend.ts).
+
+set -euo pipefail
+
+if [[ "$(uname -s)" != "Darwin" || "$(uname -m)" != "arm64" ]]; then
+  echo "prebuild-mps-sdpa-ext: skipping (Apple Silicon macOS only)"; exit 0
+fi
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_DIR="$(dirname "$SCRIPT_DIR")"
+
+# Prefer the bundled interpreter so the cache matches what ships; fall back to the
+# dev venv for local testing.
+PY_EMBED="$PROJECT_DIR/python-embed/bin/python3"
+PY_VENV="$PROJECT_DIR/backend/.venv/bin/python"
+PYTHON="${PYTHON:-$([[ -x "$PY_EMBED" ]] && echo "$PY_EMBED" || echo "$PY_VENV")}"
+
+OUTPUT_DIR="${1:-$PROJECT_DIR/python-embed/mps-ext-prebuilt}"
+mkdir -p "$OUTPUT_DIR"
+# Note: TORCH_EXTENSIONS_DIR is set to OUTPUT_DIR below, so the cache lands at
+# OUTPUT_DIR/mps_sdpa_zc_ext — bundled with python-embed and staged at runtime.
+
+# ninja must be importable/on PATH for torch's extension loader.
+PY_BIN_DIR="$(dirname "$PYTHON")"
+export PATH="$PY_BIN_DIR:$PATH"
+export TORCH_EXTENSIONS_DIR="$OUTPUT_DIR"
+
+echo "prebuild-mps-sdpa-ext: python=$PYTHON out=$OUTPUT_DIR"
+"$PYTHON" - <<'PY'
+import os, sys
+from mps_sdpa._cpp import get_ext, load_error
+ext = get_ext()
+so = os.path.join(os.environ["TORCH_EXTENSIONS_DIR"], "mps_sdpa_zc_ext", "mps_sdpa_zc_ext.so")
+if ext is None or not os.path.exists(so):
+    print("BUILD FAILED:", load_error(), file=sys.stderr); sys.exit(1)
+print("OK: prebuilt", so)
+PY
+
+echo "prebuild-mps-sdpa-ext: cache at $OUTPUT_DIR/mps_sdpa_zc_ext (bundled with python-embed)"
diff --git a/scripts/prepare-python.ps1 b/scripts/prepare-python.ps1
index 0672ef8f9..2090b8eaa 100644
--- a/scripts/prepare-python.ps1
+++ b/scripts/prepare-python.ps1
@@ -1,4 +1,4 @@
-# prepare-python.ps1
+# prepare-python.ps1
 # Downloads embedded Python and installs all dependencies for distribution.
 #
 # Dependencies are read from uv.lock (via `uv export`) — pyproject.toml is the
diff --git a/scripts/prepare-python.sh b/scripts/prepare-python.sh
index 53b59b47c..90e7886f0 100755
--- a/scripts/prepare-python.sh
+++ b/scripts/prepare-python.sh
@@ -173,6 +173,19 @@ echo "  All dependencies installed"
 # ============================================================
 # Step 7: Clean up
 # ============================================================
+echo ""
+# macOS/Apple Silicon: pre-compile mps-sdpa's zero-copy `mpsgraph_zc` attention
+# extension so it ships prebuilt (end-user Macs have no compiler). MUST run before
+# the setuptools strip below — torch.utils.cpp_extension imports setuptools at load.
+# Output goes INSIDE python-embed (mps-ext-prebuilt/) so it rides the CI python-embed
+# cache and gets bundled with it; the runtime env LTX_MPS_EXT_PREBUILT_DIR points here.
+if [ "$PBS_OS" = "apple-darwin" ] && [ "$PBS_ARCH" = "aarch64" ]; then
+  echo "Step 6.5: Pre-building mps-sdpa mpsgraph_zc attention extension..."
+  # Fatal, not a warning: without this prebuilt .so, end-user Macs (no compiler) fall
+  # back to the leaking pyobjc attention backend and OOM on long generations.
+  PYTHON="$PYTHON_EXE" bash "$SCRIPT_DIR/prebuild-mps-sdpa-ext.sh" "$OUTPUT_PATH/mps-ext-prebuilt"
+fi
+
 echo ""
 echo "Step 7: Cleaning up..."
 
@@ -183,8 +196,12 @@ find "$OUTPUT_PATH" -name "*.pyc" -delete 2>/dev/null || true
 # Remove pip cache and pip itself (not needed at runtime)
 rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/pip 2>/dev/null || true
 rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/pip-*.dist-info 2>/dev/null || true
-rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/setuptools 2>/dev/null || true
-rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/setuptools-*.dist-info 2>/dev/null || true
+# Keep setuptools on macOS: torch.utils.cpp_extension imports it at module top,
+# and it's imported at runtime to load the prebuilt mpsgraph_zc attention extension.
+if [ "$PBS_OS" != "apple-darwin" ]; then
+  rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/setuptools 2>/dev/null || true
+  rm -rf "$OUTPUT_PATH/lib/python"*/site-packages/setuptools-*.dist-info 2>/dev/null || true
+fi
 
 # Remove test directories to save space
 find "$OUTPUT_PATH/lib" -type d -name "tests" -exec rm -rf {} + 2>/dev/null || true
diff --git a/scripts/setup-dev.ps1 b/scripts/setup-dev.ps1
index 72e385ee9..fe7cf463d 100644
--- a/scripts/setup-dev.ps1
+++ b/scripts/setup-dev.ps1
@@ -1,4 +1,4 @@
-# Windows development setup for LTX Desktop
+# Windows development setup for LTX Desktop
 
 $ErrorActionPreference = "Stop"
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index c60a24546..91dd05c18 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -119,6 +119,10 @@ export const electronAPISchemas = {
     input: z.object({ repoId: z.string() }),
     output: z.boolean(),
   },
+  openExternalUrl: {
+    input: z.object({ url: z.string() }),
+    output: z.boolean(),
+  },
   openHuggingFaceAuth: {
     input: z.object({
       clientId: z.string(),
@@ -141,7 +145,7 @@ export const electronAPISchemas = {
 
   // Logs
   getLogs: {
-    input: z.object({}),
+    input: z.object({ query: z.string().optional() }),
     output: logsResponse,
   },
   getLogPath: {
@@ -294,6 +298,12 @@ export const electronAPISchemas = {
     input: z.object({}),
     output: ipcResult({ path: z.string() }),
   },
+  openModelsFolder: {
+    // No path argument by design — the main process resolves the configured models dir
+    // from the backend so a renderer can't ask to open an arbitrary location.
+    input: z.object({}),
+    output: ipcResult({}),
+  },
 
   // Analytics
   getAnalyticsState: {
@@ -324,5 +334,4 @@ export type ElectronAPI = InvokeAPI & {
   onBackendHealthStatus: (cb: (data: BackendHealthStatus) => void) => (() => void)
   getPathForFile: (file: File) => string
   platform: string
-  hfGatingEnabled: boolean
 }
diff --git a/shared/feature-flags.ts b/shared/feature-flags.ts
deleted file mode 100644
index 752ba3bee..000000000
--- a/shared/feature-flags.ts
+++ /dev/null
@@ -1,8 +0,0 @@
-// Single source of truth for HuggingFace gating. Imported by both the
-// Electron main process (python-backend.ts) and the preload bridge, so it
-// must stay free of electron/main-process APIs.
-//
-// When true, the app enforces HF OAuth + per-repo access checks before
-// downloading model checkpoints. When false, downloads proceed anonymously
-// (public repos only) and the HF auth UI is hidden.
-export const HF_GATING_ENABLED = false

From ef4c7d7ed950f923b85f5d483c657da1fc1fcb73 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 19 Jul 2026 14:40:17 -0400
Subject: [PATCH 051/117] docs: update NOTICES for Krea 2, Qwen multi-angle
 stack, and added deps
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Third-party notices had drifted from what the app actually ships. Audited the
models and dependency manifests and brought the file back in sync.

Models added:
- Krea 2 Turbo (Krea 2 Community License)
- Qwen-Image-Edit-2511, its GGUF quantization, the Multiple Angles LoRA and
  the Lightning LoRA (all Apache 2.0)

Dependencies added:
- Python: torchvision (BSD 3-Clause), bitsandbytes (MIT), gguf (MIT)
- Node: react-resizable-panels, use-sync-external-store, zod, zustand (MIT)

Removed react-dropzone — no longer referenced anywhere, so it should not be
listed as a distributed component.

No new license-text blocks required; every license added already has its full
text in this file. The custom licenses (LTX-2, Gemma, Krea 2) remain referenced
by URL, matching the existing convention.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 NOTICES.md | 33 ++++++++++++++++++++++++++++++++-
 1 file changed, 32 insertions(+), 1 deletion(-)

diff --git a/NOTICES.md b/NOTICES.md
index 72fcbf0fe..9826a36b9 100644
--- a/NOTICES.md
+++ b/NOTICES.md
@@ -37,12 +37,38 @@ used by LTX Desktop.
   License: Apache License 2.0
   https://huggingface.co/hr16/yolox-onnx
 
+- **Krea 2 Turbo**
+  Copyright (c) Krea AI.
+  License: Krea 2 Community License
+  https://huggingface.co/krea/Krea-2-Turbo
+
+- **Qwen-Image-Edit-2511**
+  Copyright (c) Alibaba Cloud / Qwen Team.
+  License: Apache License 2.0
+  https://huggingface.co/Qwen/Qwen-Image-Edit-2511
+
+- **Qwen-Image-Edit-2511 (GGUF quantization)**
+  Copyright (c) Unsloth AI; base model (c) Alibaba Cloud / Qwen Team.
+  License: Apache License 2.0
+  https://huggingface.co/unsloth/Qwen-Image-Edit-2511-GGUF
+
+- **Qwen-Image-Edit-2511 Multiple Angles LoRA**
+  Copyright (c) fal.ai.
+  License: Apache License 2.0
+  https://huggingface.co/fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA
+
+- **Qwen-Image-Edit-2511 Lightning LoRA**
+  Copyright (c) LightX2V contributors.
+  License: Apache License 2.0
+  https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning
+
 ---
 
 ## Python Dependencies
 
 - **pillow** — Copyright (c) Jeffrey A. Clark and Pillow contributors — HPND License
 - **torch** — Copyright (c) Meta Platforms, Inc. — BSD 3-Clause License
+- **torchvision** — Copyright (c) Soumith Chintala and torchvision contributors — BSD 3-Clause License
 - **huggingface-hub** — Copyright (c) Hugging Face — Apache License 2.0
 - **tqdm** — Copyright (c) Casper da Costa-Luis — Mozilla Public License 2.0
 - **pynvml** — Copyright (c) NVIDIA Corporation — BSD 3-Clause License
@@ -57,6 +83,8 @@ used by LTX Desktop.
 - **protobuf** — Copyright (c) Google LLC — BSD 3-Clause License
 - **transformers** — Copyright (c) Hugging Face — Apache License 2.0
 - **sentencepiece** — Copyright (c) Google LLC — Apache License 2.0
+- **bitsandbytes** — Copyright (c) Facebook, Inc. and its affiliates — MIT License
+- **gguf** — Copyright (c) GGML (ggml.ai) — MIT License
 - **sageattention** — Copyright (c) Jintao Zhang et al. — Apache License 2.0
 - **opencv-python-headless** — Copyright (c) OpenCV team — Apache License 2.0
 - **fastapi** — Copyright (c) Sebastian Ramirez — MIT License
@@ -76,8 +104,11 @@ used by LTX Desktop.
 - **electron-updater** — Copyright (c) electron-userland — MIT License
 - **js-yaml** — Copyright (c) Vitaly Puzrin — MIT License
 - **lucide-react** — Copyright (c) Lucide contributors — ISC License
-- **react-dropzone** — Copyright (c) Param Aggarwal — MIT License
+- **react-resizable-panels** — Copyright (c) Brian Vaughn — MIT License
 - **tailwind-merge** — Copyright (c) dcastil — MIT License
+- **use-sync-external-store** — Copyright (c) Meta Platforms, Inc. and affiliates — MIT License
+- **zod** — Copyright (c) Colin McDonnell — MIT License
+- **zustand** — Copyright (c) Paul Henschel and Poimandres contributors — MIT License
 
 ---
 

From 129a4ea3824e138fa9ff513e26069b30cdaeb0e5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 21 Jul 2026 00:27:46 -0400
Subject: [PATCH 052/117] refactor: rename the GPM panel to "Prompt Manager
 Pro"

The panel was labelled "Desktop Studio Pro", which collides with the app's own
name and makes the sidebar tab ambiguous (the tab opened a panel named the same
thing as the application). "Prompt Manager Pro" is what the component actually
is (PromptManagerPro.tsx) and what the project notes call it.

Covers the open/close tooltips, the panel header, and the vertical tab (now
"PROMPT MANAGER"), plus the two places that referenced the old panel name.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/SettingsModal.tsx        | 2 +-
 frontend/components/gpm/PromptManagerPro.tsx | 8 ++++----
 frontend/lib/theme.ts                        | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 3bd698673..bdf12267b 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -718,7 +718,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
               <div>
                 <h3 className="text-sm font-semibold text-white">Color palette</h3>
                 <p className="text-xs text-zinc-400 mt-1">
-                  Changes the main app's colors. Studio Pro panels keep their own styling.
+                  Changes the main app's colors. Prompt Manager Pro panels keep their own styling.
                 </p>
               </div>
               <div className="grid grid-cols-2 gap-3">
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index fa89c2c58..6cd1c1056 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1471,7 +1471,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {/* Side tab on the left edge (centered) to collapse the panel. */}
       <button
         onClick={onClose}
-        title="Close Desktop Studio Pro"
+        title="Close Prompt Manager Pro"
         className="absolute top-1/2 -translate-y-1/2 -left-6 flex flex-col items-center justify-center gap-1.5"
         style={{ width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
@@ -1481,7 +1481,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <span className="flex items-center gap-2 text-sm font-semibold" style={{ color: C.text }}>
-          <Wand2 size={15} style={{ color: C.blue }} />Desktop Studio Pro
+          <Wand2 size={15} style={{ color: C.blue }} />Prompt Manager Pro
         </span>
         <div className="flex items-center gap-2">
           <button
@@ -1603,12 +1603,12 @@ export function PromptManagerPro() {
   if (!open) {
     return (
       <button
-        onClick={() => setPromptManagerProOpen(true)} title="Open Desktop Studio Pro"
+        onClick={() => setPromptManagerProOpen(true)} title="Open Prompt Manager Pro"
         className="fixed top-1/2 -translate-y-1/2 right-0 z-[75] flex flex-col items-center justify-center gap-1.5"
         style={{ width: 24, height: 160, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronRight size={16} style={{ transform: 'rotate(180deg)' }} />
-        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>STUDIO PRO</span>
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>PROMPT MANAGER</span>
       </button>
     )
   }
diff --git a/frontend/lib/theme.ts b/frontend/lib/theme.ts
index 4335b3233..39c08bd0c 100644
--- a/frontend/lib/theme.ts
+++ b/frontend/lib/theme.ts
@@ -5,7 +5,7 @@
  * for its greys/blacks) is redirected to CSS variables `--zinc-50..950` in
  * tailwind.config.js. A palette just rewrites those variables plus the accent,
  * so all ~1000 existing `zinc-*` class uses re-theme at once — no per-component
- * migration. The Studio Pro / GPM panels use their own hex constants and are
+ * migration. The Prompt Manager Pro / GPM panels use their own hex constants and are
  * intentionally left untouched.
  *
  * Persistence is renderer-only (localStorage) — deliberately avoiding the

From 5b5efbc2e48bea6279a6bcd205a25c3b3e1a5727 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 21 Jul 2026 00:27:58 -0400
Subject: [PATCH 053/117] docs: add FORK.md upstream-merge maintenance guide

Running this fork long-term means periodically merging upstream LTX Desktop
releases, and the cost of that is knowing which of our changes must survive a
conflict. This captures that so a merge is a checklist rather than archaeology.

Contents:
- Fork shape (108 added files vs 69 modified) and the additive-over-invasive
  principle that keeps merges cheap
- Upstream tracking, including that Lightricks publishes sync-public-preview
  branches ahead of main, and a throwaway-branch merge recipe
- A per-feature map of what we changed and what must survive, e.g. the Tailwind
  zinc -> CSS-variable redirect (themes fail silently without it), the
  signal.aborted cancel check, the SageAttention NaN workaround, the Krea 2 NF4
  disk cache, and the Gen Space stale-autosave data-loss fix
- Hot-spot files, noting uv.lock and backend-openapi.* are generated and should
  be regenerated rather than hand-merged
- A post-merge verification checklist tied back to each feature
- Outstanding work (rebrand, upstream 1.1.0's LoRA catalog) and the licensing
  obligations that survive a merge

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md | 254 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 254 insertions(+)
 create mode 100644 FORK.md

diff --git a/FORK.md b/FORK.md
new file mode 100644
index 000000000..6bf1cc7b2
--- /dev/null
+++ b/FORK.md
@@ -0,0 +1,254 @@
+# Fork Maintenance Guide
+
+This fork of [Lightricks/LTX-Desktop](https://github.com/Lightricks/LTX-Desktop) carries
+substantial custom work. This document exists so that **merging a new upstream release is a
+checklist, not an archaeology expedition.**
+
+When you hit a merge conflict, find the file in the map below to learn which feature owns it
+and what must survive.
+
+Last updated: 2026-07-21 · Fork base: upstream `827b9d8` (LTX Desktop 1.0.5)
+
+---
+
+## 1. Fork shape (why merges are survivable)
+
+| | Count |
+|---|---|
+| New files we added (never conflict) | 108 |
+| Upstream files we modified (merge debt) | 69 |
+
+Most of the fork is **additive**, which is deliberate — keep it that way. When adding a
+feature, put the logic in a **new file** and touch upstream files with as few lines as
+possible (ideally: one import, one call). The Save-video feature is the model to copy; the
+color-palette feature is the one to be careful with, because it edits shared config.
+
+---
+
+## 2. Upstream tracking
+
+```bash
+git remote -v                          # 'upstream' should point at Lightricks/LTX-Desktop
+git fetch upstream                     # do this weekly-ish
+git log --oneline upstream/main -1     # current upstream release
+git branch -r | grep sync-public-preview   # early warning: previews land here BEFORE main
+```
+
+Lightricks publishes `sync-public-preview/<date>-<sha>` branches ahead of tagging `main`, so
+you generally get advance notice of a release. Also worth enabling GitHub **Watch → Releases
+only** on the upstream repo.
+
+**Merge every release, promptly.** Conflict pain is super-linear: two releases merged
+separately is far cheaper than one two-release gap.
+
+### Merge recipe
+
+Never merge upstream straight into your working branch. Use a throwaway:
+
+```bash
+git fetch upstream
+git checkout -b merge/upstream-X.Y.Z <your-working-branch>
+git merge upstream/main                # resolve conflicts using the map below
+pnpm run typecheck:ts                  # safety net 1
+cd backend && uv run pytest -q         # safety net 2
+# then the manual smoke test in section 5
+git checkout <your-working-branch> && git merge merge/upstream-X.Y.Z
+```
+
+If it goes wrong: `git merge --abort`, delete the branch. Your working branch never moved.
+
+**Merge, don't rebase.** Rebasing replays every fork commit and makes you re-resolve the same
+conflicts repeatedly.
+
+---
+
+## 3. What we changed, and what must survive
+
+### A. Prompt Manager Pro (GPM) — the biggest addition
+Ported prompt/camera/workflow manager mounted as a right-hand dock panel.
+
+- **New:** `frontend/components/gpm/**`, `frontend/gpm-core/**`, `public/gpm-scene/**`,
+  `electron/gpm-library-root.ts`
+- **Modified:** `frontend/App.tsx` (dock mount), `electron/csp.ts`, `electron/config.ts`,
+  `electron/main.ts`, `electron/preload.ts`, `shared/electron-api-schema.ts`
+- **Must survive:** the CSP relaxations GPM needs; the library-root IPC; the dock mount point
+  in `App.tsx`.
+- **Note:** the panel is named **"Prompt Manager Pro"**. Its component/state names use
+  `promptManagerPro*`. Don't let a merge revert it to "Studio Pro" — that name now collides
+  with the app name.
+
+### B. Krea 2 Turbo (second image model)
+Self-hosted Krea 2 Turbo alongside Z-Image-Turbo, NF4-quantized with a disk cache.
+
+- **New:** `backend/services/image_generation_pipeline/krea2_*`
+- **Modified:** `backend/api_types.py` (`ModelCheckpointID`, `ImageGenerationModelCheckpointID`),
+  `backend/runtime_config/model_download_specs.py`, `backend/handlers/image_generation_handler.py`,
+  `backend/handlers/pipelines_handler.py`, `backend/pyproject.toml` (+`bitsandbytes`), `uv.lock`
+- **Must survive:** the NF4 quantization **and its disk cache** (~3x speedup — expensive to
+  regenerate), and the transformers-5.x compatibility fix. If image generation suddenly gets
+  slow after a merge, the NF4 cache path is the first suspect.
+
+### C. Qwen Multi-Angle
+Camera-angle tool using Qwen-Image-Edit + GGUF + angle/Lightning LoRAs.
+
+- **New:** `backend/services/qwen_multiangle_pipeline/**`, `backend/handlers/qwen_multiangle_handler.py`,
+  `backend/_routes/qwen*`, `frontend/components/gpm/QwenMultiAnglePanel.tsx`
+- **Modified:** `backend/api_types.py`, `backend/app_factory.py`, `backend/app_handler.py`,
+  `backend/handlers/__init__.py`, `backend/pyproject.toml` (+`gguf`, `torchvision`)
+- **Must survive:** the **SageAttention NaN workaround** (silent black/NaN output without it),
+  and the state-lift fix that prevents losing state on panel enlarge/shrink.
+
+### D. Video editor: export transitions & timeline
+Color correction, fade-to-black/white, wipes, and dissolve now export correctly (matching
+preview), plus timeline in/out persistence and playback fixes.
+
+- **Modified:** `electron/export/export-handler.ts`, `electron/export/timeline.ts`,
+  `electron/export/video-filter.ts`, `electron/export/ffmpeg-utils.ts`,
+  `frontend/views/editor/**` (many)
+- **Must survive:** the ffmpeg filter-graph construction for all four transition phases.
+  Dissolve specifically needs the correct `xfade` type — a regression here is silent
+  (exports look wrong rather than failing).
+
+### E. Gen Space: tags/folders & asset safety
+Tag/folder (bins) organization, plus fixes for real data-loss bugs.
+
+- **Modified:** `frontend/views/GenSpace.tsx`, `frontend/contexts/ProjectContext.tsx`,
+  `frontend/types/project-model.ts`
+- **Must survive:** the **stale-autosave fix** — Gen Space and Video Editor stay mounted
+  together, and a stale editor snapshot could clobber/resurrect assets (bins map, deleted
+  assets, `binId`/`favorite` fields). This one caused real data loss; treat it as critical.
+
+### F. 21:9 ultrawide video (local-only)
+- **Modified:** `backend/api_types.py` (`aspectRatio` Literal includes `"21:9"`),
+  `backend/handlers/video_generation_handler.py` (**two** maps: fast path + a2v path),
+  `frontend/lib/video-generation-model-specs.ts` (`allowedAspectRatios`),
+  `frontend/views/GenSpace.tsx`, `frontend/generated/backend-openapi.{ts,json}`
+- **Must survive:** both `RESOLUTION_MAP_21_9` maps (540p/720p only; 1080p intentionally
+  rejected), and the local-only gating (forced-API path must keep rejecting 21:9).
+- **After merge:** regenerate OpenAPI (`pnpm openapi:generate`) if `api_types.py` changed.
+
+### G. Save video / Save video frame (right-click menu)
+- **New:** `frontend/lib/video-save-actions.ts`, `frontend/components/useVideoSaveMenu.tsx`
+- **Modified:** `shared/electron-api-schema.ts` (`copyFileToPath`; `extractVideoFrame` gained
+  `outputPath`), `electron/ipc/file-handlers.ts`, `electron/ipc/video-processing-handlers.ts`,
+  `electron/export/ffmpeg-utils.ts` (`accurate` seek), `frontend/lib/file-url.ts`
+  (`fileUrlToPath`), `frontend/views/GenSpace.tsx`, `frontend/components/gpm/media-preview.ts`
+- **Must survive:** the `accurate` seek flag (frame-exactness depends on `-ss` *after* `-i`),
+  and frame extraction happening in the **main process via ffmpeg** — a canvas grab would
+  taint under production `webSecurity`.
+
+### H. Render timer + cancel button
+- **Modified:** `frontend/views/GenSpace.tsx`, `frontend/hooks/use-generation.ts`,
+  `frontend/types/project-model.ts` (`renderMs`)
+- **Must survive:** the `abortControllerRef.current?.signal.aborted` check in **both** the
+  video and image paths. Without it, cancelling shows a false "Generation Failed" dialog,
+  because the API client converts an aborted fetch into a synthetic error *result* rather
+  than throwing `AbortError`.
+
+### I. Color palette themes ⚠️ most merge-fragile
+Six curated palettes, picker in Settings → Appearance, persisted in `localStorage`.
+
+- **New:** `frontend/lib/theme.ts`
+- **Modified:** `tailwind.config.js`, `frontend/index.css`, `frontend/main.tsx` (`initTheme()`),
+  `frontend/components/SettingsModal.tsx` (Appearance tab)
+- **Must survive:** the **Tailwind `zinc` scale redirect to CSS variables** in
+  `tailwind.config.js`, and the matching `--zinc-50..950` defaults in `index.css`. The entire
+  theming system depends on that indirection — if an upstream change reverts the zinc block,
+  themes silently stop working (the app still renders, just always dark-default).
+- These are shared config files upstream also edits. **Check this feature first after any merge.**
+
+### J. Dev/runtime infrastructure
+- **Modified:** `backend/handlers/base.py` (`LTX_MODELS_DIR` env override),
+  `electron/app-paths.ts` (`APP_FOLDER_NAME`, `app.setName`), `frontend/App.tsx`
+  (`requiredModelsGate`), `scripts/launch-fork-dev.cmd` (new)
+- **Must survive:**
+  - **`LTX_MODELS_DIR` env override** — takes priority over persisted `models_dir`, because
+    the settings.json round-trip proved unreliable. Also set in `launch-fork-dev.cmd`; the two
+    must stay in sync.
+  - **Startup gate fix** — don't block startup on missing local models when an LTX API key is
+    present (otherwise a bogus ~25GB download prompt reappears).
+  - **Dev userData isolation** — dev builds use a separate app folder so the fork doesn't
+    collide with an installed LTX Desktop (shared single-instance lock).
+
+### K. Branding
+Partially rebranded; a full rebrand is still pending (see section 6).
+
+- **Modified:** `index.html`, `package.json`, `frontend/App.tsx`, `frontend/views/Home.tsx`,
+  `frontend/components/PythonSetup.tsx`, `frontend/components/SettingsModal.tsx`
+
+### L. NOTICES.md
+Third-party notices extended for our additions (Krea 2, the four Qwen artifacts,
+`torchvision`/`bitsandbytes`/`gguf`, and several npm deps). **Re-check after every merge** —
+upstream will edit this file too, and dropping our entries is a licensing problem, not just
+a cosmetic one.
+
+---
+
+## 4. Hot-spot files (highest conflict probability)
+
+These are files **both** we and upstream change regularly. They're mostly registration /
+wiring points — unavoidable, since adding a feature means registering it.
+
+```
+backend/api_types.py                    backend/app_factory.py
+backend/app_handler.py                  backend/handlers/__init__.py
+backend/handlers/pipelines_handler.py   backend/handlers/video_generation_handler.py
+backend/runtime_config/model_download_specs.py
+backend/pyproject.toml + uv.lock        shared/electron-api-schema.ts
+electron/preload.ts                     electron/ipc/file-handlers.ts
+frontend/App.tsx                        frontend/views/GenSpace.tsx
+frontend/components/SettingsModal.tsx   tailwind.config.js + frontend/index.css
+frontend/generated/backend-openapi.{ts,json}
+```
+
+`backend/generated/*` and `uv.lock` are **generated** — don't hand-merge them. Take either
+side, then regenerate:
+```bash
+pnpm openapi:generate     # regenerates backend-openapi.{json,ts}
+cd backend && uv sync     # regenerates uv.lock
+```
+
+---
+
+## 5. Post-merge verification checklist
+
+Automated (must pass):
+- [ ] `pnpm run typecheck:ts`
+- [ ] `cd backend && uv run pytest -q`
+
+Manual smoke test (each maps to a feature above):
+- [ ] App launches; no first-run/model-download gate (J)
+- [ ] Gen Space: generate a video; **timer** counts, **Stop** cancels cleanly with no error dialog (H)
+- [ ] Aspect ratio dropdown offers **21:9**; generates at 540p/720p (F)
+- [ ] Right-click a video → **Save video** / **Save video frame** both work (G)
+- [ ] Settings → **Appearance**: palettes apply and persist across restart (I) ⚠️
+- [ ] Prompt Manager Pro panel opens; library loads (A)
+- [ ] Image mode: **Krea 2 Turbo** generates, and is fast (NF4 cache intact) (B)
+- [ ] Qwen Multi-Angle generates without NaN/black output (C)
+- [ ] Video editor: export a clip with a dissolve/wipe; transitions match preview (D)
+- [ ] Gen Space tags/folders persist after switching to the editor and back (E)
+- [ ] `NOTICES.md` still lists our models/deps (L)
+
+---
+
+## 6. Known outstanding work
+
+- **Full rebrand** — the app is still named/branded around "LTX", and `electron-builder.yml`
+  still carries `appId: com.lightricks.ltx-desktop` plus Lightricks' Azure code-signing block.
+  Apache-2.0 grants no trademark rights, so this must change before any distribution. Note
+  that renaming the userData folder will orphan projects (they live in `localStorage` inside
+  it) — the folder must be renamed/migrated, not just repointed.
+- **Upstream 1.1.0** adds a first-class **LoRA / IC-LoRA catalog** (`lora_catalog_handler.py`,
+  `_routes/lora_catalog.py`) supporting catalog downloads *and* manually-placed LoRAs under
+  `models/loras/<id>/`. Worth merging for; it supersedes hand-rolled IC-LoRA work.
+- **Ingredients IC-LoRA** is parked on a VRAM ceiling, not an integration bug — see the
+  project notes. `ltx-core` is pinned at 1.1.1 here; upstream 1.1.0 pins 1.1.7.
+
+---
+
+## 7. Licensing reminders when merging
+
+- App code is **Apache 2.0** — retain copyright/attribution notices, and mark modified files.
+- Model licenses are separate: **LTX-2 Community License** (commercial use permitted below
+  $10M annual revenue) and **Krea 2 Community License** (requires deployer-side content
+  filtering). Keep `NOTICES.md` accurate.

From c020f253a1a09fb5fe16e136975e08640f47ed84 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 21 Jul 2026 02:15:30 -0400
Subject: [PATCH 054/117] docs: update FORK.md for the 1.1.0 merge

Records what the merge taught us, so the next one is cheaper:

- New base is upstream 1.1.0; notes the frozen pre-1.1.0 backup branch and that
  falling back to it requires re-running uv sync (the venv holds 1.1.0 deps).
- Adds a dependency-pin warning: upstream being newer overall does NOT mean
  every pin is newer. Their diffusers rev was 380 commits BEHIND ours and
  predated Krea2Pipeline. Includes the GitHub compare URL for checking ancestry.
- Adds "tests cannot validate a merge": 487 tests passed and the frontend
  typechecked while the app crashed on startup and mid-generation. Also notes
  that chaining several heavy pipelines in one session produces misleading
  slowness.
- New section A2 for SettingsDropdown, now a shared upstream component carrying
  our portal + viewport-aware maxHeight fix.
- Krea 2: records the diffusers pin dependency and the
  enable_model_cpu_offload() once-per-move guard.
- Outstanding work refreshed: 1.1.0 merged, the new 1.1 upscaler requirement,
  Ingredients closed, and a possible streaming-vs-resident perf win.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md | 75 ++++++++++++++++++++++++++++++++++++++++++++++++++++-----
 1 file changed, 69 insertions(+), 6 deletions(-)

diff --git a/FORK.md b/FORK.md
index 6bf1cc7b2..e6bc89cc6 100644
--- a/FORK.md
+++ b/FORK.md
@@ -7,7 +7,13 @@ checklist, not an archaeology expedition.**
 When you hit a merge conflict, find the file in the map below to learn which feature owns it
 and what must survive.
 
-Last updated: 2026-07-21 · Fork base: upstream `827b9d8` (LTX Desktop 1.0.5)
+Last updated: 2026-07-21 · Fork base: upstream **LTX Desktop 1.1.0**
+(`sync-public-preview/2026-07-19`, merged in `cd9395e`)
+
+Branches: `feature/upstream-1.1.0` is the current line.
+`feature/21-9-plus-save-video` is frozen at `5b5efbc` as the pre-1.1.0 backup —
+falling back to it **requires** `cd backend && uv sync --extra test --extra dev`,
+or you'll run 1.0.5 code against 1.1.0 libraries.
 
 ---
 
@@ -60,6 +66,32 @@ If it goes wrong: `git merge --abort`, delete the branch. Your working branch ne
 **Merge, don't rebase.** Rebasing replays every fork commit and makes you re-resolve the same
 conflicts repeatedly.
 
+### ⚠️ Dependency pins: do NOT blindly take upstream's
+
+Learned the hard way in the 1.1.0 merge. **Upstream being newer overall does not mean every
+pin is newer.** Their `diffusers` rev was a strict *ancestor* of ours — 380 commits behind —
+and predated `Krea2Pipeline`, so accepting it broke Krea 2 at import time.
+
+For every conflicting pin in `backend/pyproject.toml`, check the ancestry before choosing:
+
+```
+https://api.github.com/repos/<owner>/<repo>/compare/<theirs>...<ours>
+```
+`status: ahead, behind_by: 0` means ours is strictly newer — keep ours. Only take theirs when
+they're genuinely ahead, or when upstream code needs a version-specific API.
+
+Pins we deliberately keep ahead of upstream (see the comments in `pyproject.toml`):
+- **`diffusers`** — ours has `Krea2Pipeline`; upstream's does not.
+
+### ⚠️ Tests cannot validate a merge — run the real app
+
+Also learned in the 1.1.0 merge: 487 tests passed and the frontend typechecked while the app
+**crashed on startup** (`Krea2Pipeline` import) and later blew up mid-generation
+(`_hf_hook`). Neither path is covered by tests. Always work through section 5's manual
+checklist before committing a merge, and prefer a **fresh app process per model** — chaining
+several heavy pipelines in one session parks them all in RAM and produces misleading
+slowness that looks like a regression.
+
 ---
 
 ## 3. What we changed, and what must survive
@@ -77,6 +109,19 @@ Ported prompt/camera/workflow manager mounted as a right-hand dock panel.
   `promptManagerPro*`. Don't let a merge revert it to "Studio Pro" — that name now collides
   with the app name.
 
+### A2. SettingsDropdown — shared component carrying our fix
+Upstream 1.1.0 extracted `SettingsDropdown` out of `GenSpace.tsx` into
+`frontend/components/SettingsDropdown.tsx`, but **their version lacked our tag-popup
+clipping fix**. We adopted their extraction and ported our fix into it, so the IC-LoRA panels
+inherit it too.
+
+- **Must survive:** the `createPortal` render into `document.body` (an `overflow-hidden`
+  ancestor otherwise clips the popup invisible) and the viewport-aware
+  `maxHeight: Math.max(120, rect.top - 16)` (the panel grows upward, so a long list can
+  otherwise run off the top of the screen). Upstream's static `max-h-80` does **not** cover
+  either case.
+- **Test:** open a tag dropdown with 5+ tags — it must stay fully on screen and scroll.
+
 ### B. Krea 2 Turbo (second image model)
 Self-hosted Krea 2 Turbo alongside Z-Image-Turbo, NF4-quantized with a disk cache.
 
@@ -87,6 +132,13 @@ Self-hosted Krea 2 Turbo alongside Z-Image-Turbo, NF4-quantized with a disk cach
 - **Must survive:** the NF4 quantization **and its disk cache** (~3x speedup — expensive to
   regenerate), and the transformers-5.x compatibility fix. If image generation suddenly gets
   slow after a merge, the NF4 cache path is the first suspect.
+- **Must survive:** our `diffusers` pin (see the dependency-pin warning in section 2) — it is
+  the only rev that has `Krea2Pipeline`.
+- **Must survive (both image pipelines):** `to()` installs accelerate hooks via
+  `enable_model_cpu_offload()` **once per move-to-accelerator**. Calling it again while
+  offload is already active leaves modules with accelerate's wrapped `forward` but no
+  `_hf_hook`, which fails at inference (`'Qwen3Model' object has no attribute '_hf_hook'`) —
+  and also causes needless CPU↔GPU shuttling. Don't "simplify" that guard away.
 
 ### C. Qwen Multi-Angle
 Camera-angle tool using Qwen-Image-Edit + GGUF + angle/Lightning LoRAs.
@@ -238,11 +290,22 @@ Manual smoke test (each maps to a feature above):
   Apache-2.0 grants no trademark rights, so this must change before any distribution. Note
   that renaming the userData folder will orphan projects (they live in `localStorage` inside
   it) — the folder must be renamed/migrated, not just repointed.
-- **Upstream 1.1.0** adds a first-class **LoRA / IC-LoRA catalog** (`lora_catalog_handler.py`,
-  `_routes/lora_catalog.py`) supporting catalog downloads *and* manually-placed LoRAs under
-  `models/loras/<id>/`. Worth merging for; it supersedes hand-rolled IC-LoRA work.
-- **Ingredients IC-LoRA** is parked on a VRAM ceiling, not an integration bug — see the
-  project notes. `ltx-core` is pinned at 1.1.1 here; upstream 1.1.0 pins 1.1.7.
+- ~~Upstream 1.1.0~~ — **merged** in `cd9395e`. Brings the LoRA / IC-LoRA catalog, video
+  Extend, outpainting, a Models tab, generation recovery, and heartbeat instrumentation.
+  Largely unexercised so far: the **LoRA catalog** and **Extend** got a code review but only
+  a light smoke test.
+- **New checkpoint requirement:** 1.1.0 repoints *both* model variants at
+  `ltx-2.3-spatial-upscaler-x2-1.1`, so that ~950MB file is required even when staying on
+  the 1.0 transformer. The Models tab offers a whole-bundle download but skips files already
+  on disk, so it only fetches what's missing.
+- **Ingredients IC-LoRA** is CLOSED — needs 32GB+ VRAM and the full (non-distilled) 22B
+  model. Not viable on a 3090; don't reopen without new hardware.
+- **Possible perf win (untested):** on a 24GB card the runtime policy selects
+  `streaming_models_loading`, and the heartbeats show it streaming weights off disk while
+  ~20GB of VRAM sits free (peak usage only ~4.6GB). That band was presumably tuned for the
+  full model, not our fp8-cast distilled one. Forcing `full_models_loading` might cut render
+  times substantially. Pre-existing behaviour, not a merge issue — worth an A/B using the new
+  heartbeat instrumentation.
 
 ---
 

From b9c6f5cb7b4a0e82996f97fb48056aee2161aa56 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 21 Jul 2026 11:05:13 -0400
Subject: [PATCH 055/117] fix: stop the Settings tab row overflowing the modal
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Our Appearance tab made six tabs where upstream had five, and the row neither
wrapped nor scrolled, so the last tab ("About") hung off the panel edge.

- Widen the modal max-w-2xl -> max-w-3xl. Six tabs now fit, and it suits
  1.1.0's wider Models tab content too.
- Add overflow-x-auto to the tab row. The tab buttons are shrink-0 and
  whitespace-nowrap by design — which is precisely why the row overflowed
  instead of compressing — so widening alone would only move the threshold
  until a seventh tab appeared. This makes the layout robust to that.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/SettingsModal.tsx | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 447204614..730ff172b 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -337,7 +337,7 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
       />
 
       {/* Modal */}
-      <div className="relative bg-zinc-900 border border-zinc-700 rounded-xl shadow-2xl w-full max-w-2xl mx-4">
+      <div className="relative bg-zinc-900 border border-zinc-700 rounded-xl shadow-2xl w-full max-w-3xl mx-4">
         {/* Header */}
         <div className="flex items-center justify-between px-6 py-4 border-b border-zinc-800">
           <div className="flex items-center gap-2">
@@ -354,8 +354,11 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
           </Button>
         </div>
 
-        {/* Tabs */}
-        <div className="flex border-b border-zinc-800">
+        {/* Tabs — the buttons are shrink-0/nowrap by design, so a row that outgrows the
+            modal overflows rather than compressing. Scroll instead of spilling past the
+            edge (as the 6th "Appearance" tab did). The wider max-w-3xl above means this
+            shouldn't normally engage; it's here so adding a 7th tab can't break the layout. */}
+        <div className="flex overflow-x-auto border-b border-zinc-800">
           {tabs.map((tab) => {
             const Icon = tab.icon
             return (

From 26d3b6ad6eecd5adf3433b145fe0b97f49efae8b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 22 Jul 2026 00:34:20 -0400
Subject: [PATCH 056/117] perf: free image pipelines on video swap instead of
 parking in host RAM
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

FORK divergence from upstream in pipelines_handler._evict_gpu_pipeline_for_swap.

Upstream parks an active image pipeline in host RAM (CpuSlot) on a swap so an
image<->image switch stays warm. But every caller of that method is loading a
memory-hungry video-class pipeline (video / IC-LoRA / a2v / retake), for which a
parked image model is pure dead weight. On a 64 GB machine the video model's
bf16-read + fp8-pin working set (~70 GB) plus a parked image model exceeds
physical RAM and spills to the pagefile, and image->video (i2v) is the common
workflow. Diagnosed from Task Manager: during a post-Krea-2 video render, RAM
pegged 98% and the C: pagefile hit 100% while the GPU sat at 8%.

Now free the image pipeline outright (and drop any previously-parked cpu_slot).
Returning to image gen reloads from its fast NF4/disk cache — far cheaper than
thrashing every video render. Measured: image->video 5:04 (parked) -> 3:42
(freed).

- Guardrail test test_image_pipeline_freed_not_parked_when_loading_video fails
  if a merge restores upstream's parking.
- park_image_generation_pipeline_on_cpu is left unused (smaller diff, less merge
  friction).
- Candidate to upstream: this is a latent bug that hurts Z-Image (bf16) even
  more than our NF4 Krea 2. Root cause is 64 GB RAM being below what upstream's
  design assumes. Documented in FORK.md section B2.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md                               | 21 +++++++++++++++++
 backend/handlers/pipelines_handler.py | 33 ++++++++++++++-------------
 backend/tests/test_state_actions.py   | 19 +++++++++++++++
 3 files changed, 57 insertions(+), 16 deletions(-)

diff --git a/FORK.md b/FORK.md
index e6bc89cc6..feafb1de5 100644
--- a/FORK.md
+++ b/FORK.md
@@ -140,6 +140,27 @@ Self-hosted Krea 2 Turbo alongside Z-Image-Turbo, NF4-quantized with a disk cach
   `_hf_hook`, which fails at inference (`'Qwen3Model' object has no attribute '_hf_hook'`) —
   and also causes needless CPU↔GPU shuttling. Don't "simplify" that guard away.
 
+### B2. Free (don't park) image pipelines when loading video ⚠️ upstream divergence
+`backend/handlers/pipelines_handler.py` — `_evict_gpu_pipeline_for_swap`.
+
+Upstream parks an active image pipeline in host RAM (`park_image_generation_pipeline_on_cpu`
+→ `CpuSlot`) so an image↔image switch stays warm. We changed it to **free** the image
+pipeline (and drop any already-parked `cpu_slot`) instead, because every caller of that method
+is loading a memory-hungry video/IC-LoRA/a2v pipeline, and a parked image model then thrashes
+a 64 GB box: the video model's bf16-read + fp8-pin working set (~70 GB) plus a parked image
+model exceeds RAM and spills to the pagefile. Measured: image→video went 5:04 (parked) →
+3:42 (freed).
+
+- **Must survive:** the free-not-park behavior. Guardrail:
+  `tests/test_state_actions.py::test_image_pipeline_freed_not_parked_when_loading_video` — it
+  fails if a merge silently restores upstream's parking (`cpu_slot` becomes a `CpuSlot`).
+- `park_image_generation_pipeline_on_cpu` is now **unused** but intentionally left in place to
+  keep the diff small and reduce merge friction; don't be surprised it has no callers.
+- **This is a candidate to upstream** (it's a latent bug that hurts Z-Image too — Z-Image is
+  bf16/unquantized, so parking it is *worse* than our NF4 Krea 2). If Lightricks takes a PR,
+  drop this divergence. Root cause is that 64 GB RAM is below what upstream's design assumes;
+  see the perf notes in section 6.
+
 ### C. Qwen Multi-Angle
 Camera-angle tool using Qwen-Image-Edit + GGUF + angle/Lightning LoRAs.
 
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index 31fd22d8b..d92523237 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -262,26 +262,27 @@ def load_image_generation_pipeline_to_gpu(
         return image_generation_pipeline
 
     def _evict_gpu_pipeline_for_swap(self) -> None:
-        should_park_image_generation_pipeline = False
-        should_cleanup = False
-
+        # FORK CHANGE — diverges from upstream (see FORK.md "must survive").
+        # Upstream parks an active image pipeline in host RAM here so a later
+        # image<->image switch stays warm (via park_image_generation_pipeline_on_cpu,
+        # now unused). But every caller of this method is loading a memory-hungry
+        # video-class pipeline (video / IC-LoRA / a2v / retake), for which a parked
+        # image model is pure dead weight: on a 64 GB box it pushes the video model's
+        # bf16-read + fp8-pin working set past physical RAM and into pagefile
+        # thrashing — and image->video (i2v) is the *common* workflow. So free the
+        # image pipeline outright instead of parking it, and also drop any pipeline
+        # parked by a previous swap. Returning to image gen reloads from its fast
+        # NF4/disk cache, far cheaper than thrashing every video render.
         with self._lock:
             self._ensure_no_running_generation()
-            if self.state.gpu_slot is None:
+            if self.state.gpu_slot is None and self.state.cpu_slot is None:
                 return
+            self.state.gpu_slot = None
+            self.state.cpu_slot = None
+            self._active_image_generation_cp_id = None
+            self._assert_invariants()
 
-            active = self.state.gpu_slot.active_pipeline
-            if isinstance(active, ImageGenerationPipeline):
-                should_park_image_generation_pipeline = True
-            else:
-                self.state.gpu_slot = None
-                self._assert_invariants()
-                should_cleanup = True
-
-        if should_park_image_generation_pipeline:
-            self.park_image_generation_pipeline_on_cpu()
-        elif should_cleanup:
-            self._gpu_cleaner.cleanup()
+        self._gpu_cleaner.cleanup()
 
     def load_gpu_pipeline(
         self,
diff --git a/backend/tests/test_state_actions.py b/backend/tests/test_state_actions.py
index d0d024261..654418e8e 100644
--- a/backend/tests/test_state_actions.py
+++ b/backend/tests/test_state_actions.py
@@ -84,6 +84,25 @@ def test_retake_pipeline_eviction(test_state, create_fake_model_files):
     assert isinstance(test_state.state.gpu_slot.active_pipeline, VideoPipelineState)
 
 
+def test_image_pipeline_freed_not_parked_when_loading_video(test_state, create_fake_model_files):
+    """FORK behavior (see FORK.md): loading a video pipeline FREES a resident image
+    pipeline outright rather than parking it in host RAM. Parking an image model
+    through a video generation is dead weight that thrashes a 64 GB machine
+    (bf16-read + fp8-pin working set exceeds RAM). A regression to upstream's
+    parking would leave ``cpu_slot`` populated here instead of None.
+    """
+    create_fake_model_files(include_zit=True)
+    image_pipeline = test_state.pipelines.load_image_generation_pipeline_to_gpu("z-image-turbo")
+    assert isinstance(test_state.state.gpu_slot, GpuSlot)
+    assert test_state.state.gpu_slot.active_pipeline is image_pipeline
+    assert test_state.state.cpu_slot is None
+
+    # Swapping to a video pipeline must free the image pipeline, not park it.
+    test_state.pipelines.load_gpu_pipeline("fast")
+    assert isinstance(test_state.state.gpu_slot.active_pipeline, VideoPipelineState)
+    assert test_state.state.cpu_slot is None
+
+
 def test_ic_lora_load_includes_depth_resources(test_state, fake_services, create_fake_model_files, create_fake_ic_lora_files):
     create_fake_model_files()
     create_fake_ic_lora_files()

From 93e26b6baf0c1a5daaea2cc1fddd5b198ec794e7 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 22 Jul 2026 14:26:52 -0400
Subject: [PATCH 057/117] perf: session-scoped streaming transformer cache
 (226s -> 35s warm gens)

Extend the diffusion-stage cache to the streaming path (24GB cards).
The built BlockStreamingWrapper (~23GB fp8-cast pinned host blocks) now
survives stage_1 -> stage_2 AND across generations, ComfyUI-style,
instead of being rebuilt from the 43GB checkpoint on every stage call
(~90-100s per rebuild, ~190s of a ~226s generation on the 3090).

Measured live: cold gen ~137s inference (stage_2 reuses stage_1's
build), warm gens 35.3s total (was 226s; ComfyUI same workload: 66s).

- Two cached kinds: "resident" (full-loading, generation-scoped as
  before - 5090 VRAM-collision fixes intact) and "streaming"
  (session-scoped, kept at generation start unless free RAM < 4GB).
- set_streaming_enabled gate, pushed from ltx2_server for
  streaming_models_loading only. Load-bearing: IC-LoRA forces CPU-mode
  streaming stages even on full-loading cards, which must not
  session-cache there.
- Cache key gains builder type + cpu_slots_count so resident and
  streaming builds of identical content never share a key.
- Streaming evict mirrors _streaming_model's finally: teardown()
  (frees pins via cudaHostUnregister finalizers) before the meta-swap.
- PipelinesHandler evicts on unload/swap/image-load so video<->image
  swaps return both the VRAM slice and the pinned host RAM (verified
  live: Z-Image swap evicts, return to video pays one cold build).
- start_api_generation now pushes the settings toggle too.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md                                       |  24 ++
 backend/handlers/generation_handler.py        |  24 +-
 backend/handlers/pipelines_handler.py         |  16 +-
 backend/ltx2_server.py                        |   9 +
 .../services/patches/diffusion_stage_cache.py | 290 ++++++++++++++----
 backend/tests/test_diffusion_stage_cache.py   | 227 +++++++++++++-
 frontend/components/SettingsModal.tsx         |   8 +-
 7 files changed, 517 insertions(+), 81 deletions(-)

diff --git a/FORK.md b/FORK.md
index feafb1de5..08ae4234e 100644
--- a/FORK.md
+++ b/FORK.md
@@ -161,6 +161,30 @@ model exceeds RAM and spills to the pagefile. Measured: image→video went 5:04
   drop this divergence. Root cause is that 64 GB RAM is below what upstream's design assumes;
   see the perf notes in section 6.
 
+### B3. Diffusion stage cache — session-scoped streaming transformer
+`backend/services/patches/diffusion_stage_cache.py` (monkey-patch on
+`DiffusionStage._transformer_ctx`), plus eviction hooks in
+`backend/handlers/generation_handler.py` (`evict_for_generation_start`) and
+`backend/handlers/pipelines_handler.py` (unload/swap/image-load), gated from
+`backend/ltx2_server.py` (`set_streaming_enabled`, streaming mode only).
+
+Upstream rebuilds the transformer from the checkpoint on **every** DiffusionStage call
+(43GB read + fp8 cast + pin, ~90-100s each on a 3090 — ~190s of a ~226s generation).
+Two cached kinds: **resident** (32GB+ cards, generation-scoped — a VRAM-resident cache
+surviving the generation double-books VRAM with the next gen's text-encoder/VAE builds,
+measured ~42GB on a 32GB card) and **streaming** (24GB cards, ~23GB fp8 pinned host RAM,
+**session-scoped** — survives across generations ComfyUI-style; warm generations skip the
+model load entirely).
+
+- **Must survive:** the `set_streaming_enabled` gate (IC-LoRA's `use_lora_in_stage_2`
+  forces CPU-mode streaming even on 5090s — must NOT session-cache there); the
+  builder-type + `cpu_slots_count` discriminants in the cache key; the eviction calls in
+  `pipelines_handler` (video↔image swaps need the pinned RAM back); `teardown()` before
+  the meta-swap when evicting a streaming entry.
+- **Tests:** `tests/test_diffusion_stage_cache.py`.
+- The patch reads DiffusionStage/StreamingModelBuilder privates — re-verify against
+  `ltx_pipelines.utils.blocks` on every rev bump (the docstring lists the exact surface).
+
 ### C. Qwen Multi-Angle
 Camera-angle tool using Qwen-Image-Edit + GGUF + angle/Lightning LoRAs.
 
diff --git a/backend/handlers/generation_handler.py b/backend/handlers/generation_handler.py
index 8c74eae1a..b4c96ae3c 100644
--- a/backend/handlers/generation_handler.py
+++ b/backend/handlers/generation_handler.py
@@ -44,13 +44,15 @@ def start_generation(self, generation_id: str) -> None:
         if self.state.gpu_slot is None:
             raise RuntimeError("No active GPU pipeline")
 
-        # EXPERIMENTAL: push the live Settings toggle, then drop any transformer
-        # cached from the previous generation before this one starts -- otherwise
-        # it stays resident while this generation's own text encoder/VAE/etc.
-        # build, double-booking VRAM. See that module's GENERATION-SCOPED
-        # docstring section for the RTX 5090 repro (~42GB reported on a 32GB card).
+        # EXPERIMENTAL: push the live Settings toggle, then apply the kind-scoped
+        # generation-start eviction: a VRAM-resident cached transformer is dropped
+        # (it would double-book VRAM with this generation's own text encoder/VAE
+        # builds -- see that module's GENERATION-SCOPED docstring section for the
+        # RTX 5090 repro, ~42GB reported on a 32GB card), while a streaming entry
+        # (pinned host RAM) is session-scoped and kept unless system RAM is under
+        # pressure -- see the SESSION-SCOPED section.
         diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
-        diffusion_stage_cache.evict()
+        diffusion_stage_cache.evict_for_generation_start()
 
         self.state.active_generation = GpuGeneration(
             state=GenerationRunning(
@@ -65,9 +67,13 @@ def start_api_generation(self, generation_id: str) -> None:
             raise RuntimeError("Generation already in progress")
 
         # EXPERIMENTAL: see start_generation -- an API generation doesn't build a
-        # local transformer itself, but evicting here still releases VRAM held by
-        # a previous local generation's cached build.
-        diffusion_stage_cache.evict()
+        # local transformer itself, but the kind-scoped eviction still releases
+        # VRAM held by a previous local generation's resident build, while keeping
+        # a session-scoped streaming entry warm for the next local generation.
+        # Push the toggle here too: a user who disables the setting but then only
+        # runs API generations must still reclaim the pinned host RAM.
+        diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
+        diffusion_stage_cache.evict_for_generation_start()
 
         self.state.active_generation = ApiGeneration(
             state=GenerationRunning(
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index d92523237..08408ebc7 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -17,6 +17,7 @@
     resolve_active_ltx_model_id,
 )
 from runtime_config.runtime_policy import streaming_prefetch_count_for_mode
+from services.patches import diffusion_stage_cache
 from services.interfaces import (
     A2VPipeline,
     DepthProcessorPipeline,
@@ -179,6 +180,10 @@ def unload_gpu_pipeline(self) -> None:
             self._ensure_no_running_generation()
             self.state.gpu_slot = None
             self._assert_invariants()
+        # Drop any session-scoped cached transformer with its pipeline: unloading
+        # means giving the memory back, including the streaming entry's pinned host
+        # RAM. Before cleanup() so the pass reclaims what eviction released.
+        diffusion_stage_cache.evict()
         self._gpu_cleaner.cleanup()
 
     def park_image_generation_pipeline_on_cpu(self) -> None:
@@ -242,7 +247,11 @@ def load_image_generation_pipeline_to_gpu(
                     pass
 
         # Release whatever was just dropped BEFORE loading the new model, so the
-        # image pipeline never has to fit alongside evicted weights.
+        # image pipeline never has to fit alongside evicted weights. This includes
+        # any session-scoped cached transformer (this path drops a video pipeline
+        # inline above and does NOT route through _evict_gpu_pipeline_for_swap, so
+        # it needs its own cache evict -- a no-op when nothing is cached).
+        diffusion_stage_cache.evict()
         self._gpu_cleaner.cleanup()
 
         if image_generation_pipeline is None:
@@ -282,6 +291,11 @@ def _evict_gpu_pipeline_for_swap(self) -> None:
             self._active_image_generation_cp_id = None
             self._assert_invariants()
 
+        # A pipeline swap invalidates the session-scoped transformer cache: the
+        # incoming pipeline (different checkpoint/LoRAs, or an image model) needs
+        # both the cached build's VRAM slice and, for streaming entries, its ~23GB
+        # of pinned host RAM. Evict before cleanup() so the pass reclaims it.
+        diffusion_stage_cache.evict()
         self._gpu_cleaner.cleanup()
 
     def load_gpu_pipeline(
diff --git a/backend/ltx2_server.py b/backend/ltx2_server.py
index 6643b0c96..71ef4a60c 100644
--- a/backend/ltx2_server.py
+++ b/backend/ltx2_server.py
@@ -244,6 +244,15 @@ def _resolve_local_generations_mode() -> LocalGenerationMode:
 
 LOCAL_GENERATIONS_MODE = _resolve_local_generations_mode()
 
+# Opt the diffusion-stage cache's session-scoped streaming kind in only for the
+# streaming runtime mode. Load-bearing gate: IC-LoRA's use_lora_in_stage_2 forces
+# a CPU-mode streaming stage_2 even on full-loading (5090) cards, which must NOT
+# get session-cached there -- see that module's TWO CACHED KINDS docstring section.
+import services.patches.diffusion_stage_cache as _diffusion_stage_cache_gate
+
+_diffusion_stage_cache_gate.set_streaming_enabled(LOCAL_GENERATIONS_MODE == "streaming_models_loading")
+del _diffusion_stage_cache_gate
+
 CAMERA_MOTION_PROMPTS = {
     "none": "",
     "static": ", static camera, locked off shot, no camera movement",
diff --git a/backend/services/patches/diffusion_stage_cache.py b/backend/services/patches/diffusion_stage_cache.py
index 7882b813a..ad24db963 100644
--- a/backend/services/patches/diffusion_stage_cache.py
+++ b/backend/services/patches/diffusion_stage_cache.py
@@ -1,5 +1,5 @@
 """Monkey-patch (EXPERIMENTAL): cache the built transformer across DiffusionStage
-calls within one generation when nothing about its config actually changed.
+calls when nothing about its config actually changed.
 
 ``DiffusionStage`` "builds on each call, frees on exit" (ltx_pipelines/utils/
 blocks.py) unconditionally -- it rebuilds the transformer from the checkpoint
@@ -10,7 +10,8 @@
 with the SAME LoRAs (the common "fast" t2v/i2v case), that means loading +
 fp8-casting a ~22B-param transformer from disk TWICE per generation. Measured
 on an RTX 5090 (32 GB): ~40s per rebuild, ~80s of a ~132s 540p/8s generation
-spent rebuilding the identical transformer twice.
+spent rebuilding the identical transformer twice. Measured on an RTX 3090
+(24 GB, streaming): ~90-100s per rebuild, ~190s of a ~226s generation.
 
 Patches ``_transformer_ctx``, not the public ``model_context()`` wrapper:
 ``DiffusionStage.__call__`` invokes ``self._transformer_ctx(video_tools=...)``
@@ -19,55 +20,85 @@
 itself just forwards to ``_transformer_ctx()``, so patching the latter covers
 both call sites.
 
-Scoped to the standard (non-streaming, non-multi-GPU) build path: caching only
-applies when ``self._is_streaming`` is False (i.e. ``local_generations_mode ==
-"full_models_loading"`` -- high-VRAM cards where holding one build resident is
-affordable) AND the prepared builder is a plain ``SingleGPUModelBuilder``.
-Streaming instances (the low-VRAM path) are untouched -- forcing residency
-there would defeat the point of streaming. Multi-GPU tiled builders are also
-excluded: they use ``video_tools`` to shard identically-shaped work across
-devices, whereas ``SingleGPUModelBuilder.build()`` ignores all extra kwargs
-(``**kwargs: object,  # noqa: ARG002`` in single_gpu_model_builder.py) --
-confirmed inert for the path we cache, not assumed.
-
-GENERATION-SCOPED, not session-scoped (found live on an RTX 5090): letting the
-cache survive PAST the generation that built it collides with every other
-component that builds fresh per call too (text encoder, VAE, upsampler, audio
-decoder/vocoder) -- the next generation's text-encoder build then has to
-coexist in VRAM with the still-resident transformer from the PREVIOUS
-generation, instead of the transformer having already been freed by then.
-Observed: a second generation's peak VRAM was reported at ~41.8 GB on a
-31.82 GB card (Windows CUDA fell back to slow shared memory, backend liveness
-probe failed, total generation time regressed to 143s -- worse than no cache
-at all). Fix: ``handlers.generation_handler.GenerationHandler.start_generation``
-/``start_api_generation`` call :func:`evict` before marking a new generation as
-running, so the cache never survives past the generation it was built for.
+TWO CACHED KINDS with different scopes:
+
+- "resident" (``full_models_loading``, 32GB+ cards): the standard
+  ``SingleGPUModelBuilder`` build held resident in VRAM. GENERATION-SCOPED --
+  see below.
+- "streaming" (``streaming_models_loading``, 15-30GB CUDA cards): the
+  ``StreamingModelBuilder`` build in CPU/RAM mode (``cpu_slots_count is
+  None``, all blocks fp8-cast + pinned in host RAM, streamed to VRAM
+  per-step). SESSION-SCOPED -- survives stage_1 -> stage_2 AND across
+  generations, ComfyUI-style ("pay the cold build once, evict only under
+  pressure"). Gated by :func:`set_streaming_enabled`, pushed once by
+  ltx2_server after resolving ``LOCAL_GENERATIONS_MODE``. This gate is
+  load-bearing, not cosmetic: IC-LoRA's ``use_lora_in_stage_2`` forces a
+  CPU-mode streaming stage_2 even on full-loading (5090) cards
+  (``LTXIcLoraPipeline._ensure_stage_2_streams_for_lora``); without the gate
+  that stage_2 would silently session-cache ~23GB of pinned host RAM on
+  hardware this feature is not for. Multi-GPU tiled builders and MPS disk
+  streaming (``cpu_slots_count == DISK_CPU_SLOTS``) stay excluded.
+
+GENERATION-SCOPED for the resident kind (found live on an RTX 5090): letting a
+VRAM-resident cache survive PAST the generation that built it collides with
+every other component that builds fresh per call too (text encoder, VAE,
+upsampler, audio decoder/vocoder) -- the next generation's text-encoder build
+then has to coexist in VRAM with the still-resident transformer from the
+PREVIOUS generation. Observed: a second generation's peak VRAM was reported at
+~41.8 GB on a 31.82 GB card (Windows CUDA fell back to slow shared memory,
+backend liveness probe failed, total generation time regressed to 143s --
+worse than no cache at all). Fix: ``handlers.generation_handler.
+GenerationHandler.start_generation``/``start_api_generation`` call
+:func:`evict_for_generation_start` before marking a new generation as running.
+
+SESSION-SCOPED for the streaming kind: that VRAM rationale does not apply --
+the weights live in *pinned host RAM* (~23GB for the fp8-cast 22B model), not
+VRAM. The wrapper does still hold SOME VRAM while cached (non-block weights
+resident on GPU + 2 GPU block slots in the BufferPool + a dedicated copy
+stream, est. 2-4GB), which now coexists with the next generation's
+text-encode/VAE phases -- watch peak VRAM there when validating on new
+hardware. :func:`evict_for_generation_start` keeps a streaming entry unless
+available system RAM has dropped below ``_MIN_FREE_RAM_GB`` (external memory
+pressure; for a matching-key local generation, evicting a warm entry is
+strictly worse than keeping it -- the rebuild's transient working set costs
+more RAM than the pinned entry it replaces). Unconditional eviction sites for
+the streaming kind: pipeline unload/swap (``PipelinesHandler``: video<->image
+swaps need both the VRAM slice and the pinned RAM back), checkpoint/LoRA
+changes (key mismatch), the Settings toggle, and the bypass branch below.
+The streaming build is reusable across calls by construction: provider/pool/
+copy-stream state is shape-independent (stage_1 half-res vs stage_2 full-res
+is fine -- the wrapper already runs N full forward passes per denoise run),
+and RoPE caches key on model config, not resolution. torch.compile + streaming
+cache is UNTESTED (the fork skips compile under SageAttention);
+``_compilation_config`` is in the key, so a config change misses rather than
+corrupts.
 
 NON-CACHEABLE TRANSITIONS also evict (found live on the same RTX 5090, IC-LoRA
 this time): IC-LoRA's ``use_lora_in_stage_2`` forces stage_2 onto the streaming
-path (``LTXIcLoraPipeline._ensure_stage_2_streams_for_lora``, a deliberate
-existing VRAM-safety mechanism -- streaming halves stage_2's resident
-footprint since it conditions on the full-res reference video). That stage_2
-call correctly skips the cache (``_is_streaming`` is True), but skipping the
+path (a deliberate existing VRAM-safety mechanism -- streaming halves stage_2's
+resident footprint since it conditions on the full-res reference video). On a
+full-loading card that stage_2 call correctly skips the cache, but skipping the
 cache branch also means the cache-key-mismatch eviction below never fires --
 so stage_1's cached transformer stayed resident while stage_2 built its own
 streaming transformer AND did its tiled conditioning VAE encode on top of it.
 Observed: reserved VRAM climbed to 41.68 GB on the 31.82 GB card and hung
 there for 150+ seconds with no progress (denoising loop never started).
-Fix: the non-cacheable bypass branch (streaming stages, disabled setting)
+Fix: the non-cacheable bypass branch (disabled setting, excluded builders)
 evicts unconditionally before delegating to the original method, not just the
 cache-hit/miss branch.
 
 Single-slot cache: only the most recently built transformer stays resident.
-Switching to a different checkpoint/LoRA/quantization config (or starting a
-new generation, per above) evicts the old one (frees it, mirroring
-gpu_model's own TRIM teardown: sync + dead-reference ``gc.collect()`` +
+Switching to a different checkpoint/LoRA/quantization config evicts the old
+one (frees it, mirroring the upstream teardown for its kind: sync +
+dead-reference ``gc.collect()`` + [``teardown()`` for streaming] +
 ``.to("meta")`` + ``cleanup_memory()``) before building the new one -- never
-holds two builds resident at once. The pre-free ``gc.collect()`` mirrors
-ComfyUI's mandatory cleanup_models_gc: ``.to("meta")`` only frees storage once
-no live reference (a compiled wrapper / cudagraph pool) remains, so collecting
-dead references first is what turns a cumulative compile-path creep into a flat
-reserved floor.
+holds two builds resident at once. For streaming, ``teardown()`` releases the
+forward hooks and drops the pinned-block references so their
+``cudaHostUnregister`` finalizers fire (mirrors _streaming_model's finally,
+blocks.py:154-158). The pre-free ``gc.collect()`` mirrors ComfyUI's mandatory
+cleanup_models_gc: ``.to("meta")`` only frees storage once no live reference
+(a compiled wrapper / cudagraph pool) remains, so collecting dead references
+first is what turns a cumulative compile-path creep into a flat reserved floor.
 
 CONCURRENCY: the single-slot module-global cache is only correct under strict
 sequentiality. That is enforced upstream by
@@ -81,10 +112,14 @@
 the lock -- is what protects a mid-denoise transformer from a concurrent evict.
 
 Cache key is the *content* of the prepared builder (checkpoint path, sd_ops,
-module_ops, LoRAs) plus quantization identity, compilation config, dtype, and
-device -- not object identity -- so two independently-constructed
-DiffusionStage instances (e.g. a pipeline's stage_1 and stage_2) that happen to
-build the same thing correctly share the cache within one generation.
+module_ops, LoRAs) plus builder type + cpu_slots_count, quantization identity,
+compilation config, dtype, and device -- not object identity -- so two
+independently-constructed DiffusionStage instances (e.g. a pipeline's stage_1
+and stage_2) that happen to build the same thing correctly share the cache.
+The builder type + cpu_slots_count discriminants are REQUIRED, not
+belt-and-suspenders: an IC-LoRA resident stage_1 and its forced-streaming
+stage_2 can otherwise share an identical content key, and a streaming stage
+must never "hit" a cached resident X0Model (or vice versa).
 ``SDOps``/``ModuleOps`` are a frozen dataclass / NamedTuple respectively
 (structural equality), so this is safe: a real config difference always
 produces a different key (cache miss, falls back to a normal rebuild), never
@@ -96,13 +131,20 @@
 every generation, so flipping it in Settings takes effect on the next
 generation without a restart. Also settable via env
 ``DIFFUSION_STAGE_CACHE_ENABLED`` (default "1") as the initial value before
-any setting is pushed -- e.g. for headless/dev runs.
+any setting is pushed -- e.g. for headless/dev runs. The streaming session
+scope additionally requires :func:`set_streaming_enabled` (pushed by
+ltx2_server from the runtime mode) and can be killed independently via env
+``DIFFUSION_STAGE_CACHE_STREAMING=0``. ``DIFFUSION_STAGE_CACHE_MIN_FREE_RAM_GB``
+(default 4) tunes the generation-start RAM-pressure eviction threshold.
 
 EXPERIMENTAL: depends on DiffusionStage's private ``_is_streaming``,
 ``_prepared_builder()``, ``_build_transformer()``, ``_quantization``,
-``_compilation_config``, ``_dtype``, ``_device`` staying as-is, and on
-``__call__`` continuing to route through ``_transformer_ctx`` -- re-verify
-against ltx_pipelines.utils.blocks.DiffusionStage on rev bumps.
+``_compilation_config``, ``_dtype``, ``_device`` staying as-is, on
+``__call__`` continuing to route through ``_transformer_ctx``, and on the
+streaming contract of ``_streaming_model``/``BlockStreamingWrapper``
+(``build(device, dtype)`` -> wrapper; ``teardown()`` frees pins; a fresh
+``X0Model(wrapper).eval()`` per checkout) -- re-verify against
+ltx_pipelines.utils.blocks on rev bumps.
 
 Usage:
     import services.patches.diffusion_stage_cache  # noqa: F401
@@ -116,26 +158,41 @@
 import threading
 from collections.abc import Iterator
 from contextlib import contextmanager
+from typing import Literal
 
+import psutil
+
+from ltx_core.block_streaming import StreamingModelBuilder
 from ltx_core.devices import synchronize_device
 from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_core.model.transformer.model import X0Model
 from ltx_pipelines.utils.blocks import DiffusionStage
 from ltx_pipelines.utils.helpers import cleanup_memory
 
 logger = logging.getLogger(__name__)
 
 _CacheKey = tuple[object, ...]
+_CacheKind = Literal["resident", "streaming"]
 
 _lock = threading.Lock()
 _enabled = os.environ.get("DIFFUSION_STAGE_CACHE_ENABLED", "1") != "0"
+# Opted in by ltx2_server once LOCAL_GENERATIONS_MODE is resolved -- see the
+# module docstring's TWO CACHED KINDS section for why this gate is load-bearing.
+_streaming_enabled = False
 _cached_key: _CacheKey | None = None
 _cached_model: object | None = None
+_cached_kind: _CacheKind | None = None
 # >0 while a cached transformer is checked out (yielded to a caller) and possibly
 # mid-denoise. The single-slot cache is only safe under strict sequentiality; this
 # counter lets _evict_locked() fail loud if something tries to free a model that is
 # still in use, instead of ``.to("meta")``-ing tensors another generation is reading.
 _in_use = 0
 
+# Generation-start RAM-pressure threshold for keeping a session-scoped streaming
+# entry. Deliberately low: for a matching-key generation, evicting a warm entry is
+# strictly worse than keeping it (see module docstring's SESSION-SCOPED section).
+_MIN_FREE_RAM_GB = float(os.environ.get("DIFFUSION_STAGE_CACHE_MIN_FREE_RAM_GB", "4"))
+
 
 def set_enabled(value: bool) -> None:
     """Turn the cache on/off, checked on every ``_transformer_ctx`` call.
@@ -154,8 +211,39 @@ def set_enabled(value: bool) -> None:
         _enabled = value
 
 
+def set_streaming_enabled(value: bool) -> None:
+    """Opt the streaming (session-scoped) kind in or out.
+
+    Called once by ltx2_server after resolving ``LOCAL_GENERATIONS_MODE``
+    (True only for ``streaming_models_loading``). ``DIFFUSION_STAGE_CACHE_STREAMING=0``
+    is an independent kill switch for the streaming kind (the resident kind is
+    unaffected). Turning off with a streaming entry cached evicts it first --
+    if that raises (in use), the flag stays un-applied.
+    """
+    global _streaming_enabled
+    effective = value and os.environ.get("DIFFUSION_STAGE_CACHE_STREAMING", "1") != "0"
+    with _lock:
+        if not effective and _cached_kind == "streaming":
+            _evict_locked()
+        _streaming_enabled = effective
+    logger.info(
+        "[diffusion-stage-cache] streaming session cache %s",
+        "enabled" if effective else "disabled",
+    )
+
+
 def _cacheable(stage: DiffusionStage) -> bool:
-    return not stage._is_streaming and isinstance(stage._prepared_builder(), SingleGPUModelBuilder)  # noqa: SLF001
+    builder = stage._prepared_builder()  # noqa: SLF001
+    if stage._is_streaming:  # noqa: SLF001
+        # Only the CPU/RAM streaming mode (all blocks pinned in host RAM) is
+        # session-cacheable; MPS disk streaming (small cpu_slots_count) keeps a
+        # different memory model and stays on the build-per-call path.
+        return (
+            _streaming_enabled
+            and isinstance(builder, StreamingModelBuilder)
+            and builder.cpu_slots_count is None
+        )
+    return isinstance(builder, SingleGPUModelBuilder)
 
 
 def _cache_key(stage: DiffusionStage) -> _CacheKey:
@@ -165,6 +253,11 @@ def _cache_key(stage: DiffusionStage) -> _CacheKey:
         builder.model_sd_ops,
         builder.module_ops,
         builder.loras,
+        # Builder type + slot count discriminate resident vs streaming builds of
+        # otherwise identical content (e.g. IC-LoRA's forced-streaming stage_2 on a
+        # full-loading card) -- a streaming stage must never hit a resident entry.
+        type(builder).__name__,
+        getattr(builder, "cpu_slots_count", None),
         # Policy objects aren't structurally comparable; identity is safe here
         # since pipelines construct one QuantizationPolicy and share it by
         # reference across stage_1/stage_2.
@@ -176,7 +269,7 @@ def _cache_key(stage: DiffusionStage) -> _CacheKey:
 
 
 def _evict_locked() -> None:
-    global _cached_key, _cached_model
+    global _cached_key, _cached_model, _cached_kind
     if _in_use > 0:
         # Overlapping/concurrent generation: someone is trying to free a transformer
         # that is currently checked out (mid-denoise). The single-slot module-global
@@ -199,17 +292,25 @@ def _evict_locked() -> None:
         # the compile-on soak shows a flat reserved floor (reclaim) or a slow creep
         # (leak) -- see the module docstring's GENERATION-SCOPED repro.
         gc.collect()
+        if _cached_kind == "streaming":
+            # Mirror _streaming_model's finally (blocks.py:154-158): teardown()
+            # releases the forward hooks and drops the pinned-block references so
+            # their cudaHostUnregister finalizers can fire; then the meta-swap +
+            # cleanup_memory() reclaim the GPU-side residue (non-block weights,
+            # buffer-pool slots).
+            _cached_model.teardown()  # type: ignore[attr-defined]
         _cached_model.to("meta")  # type: ignore[attr-defined]
         cleanup_memory()
-    _cached_key, _cached_model = None, None
+    _cached_key, _cached_model, _cached_kind = None, None, None
 
 
 def evict() -> None:
-    """Free and drop any resident cached transformer.
+    """Free and drop any resident cached transformer, regardless of kind.
 
-    Called from ``GenerationHandler.start_generation``/``start_api_generation``
-    so the cache never survives past the generation it was built for -- see
-    the module docstring's GENERATION-SCOPED section for why that matters.
+    Unconditional eviction sites: the non-cacheable bypass branch, IC-LoRA's
+    stage boundary, ``set_enabled(False)``/``set_streaming_enabled(False)``,
+    and ``PipelinesHandler`` unload/swap paths (a video<->image swap needs both
+    the cached build's VRAM slice and, for streaming, its pinned host RAM).
     Safe to call even when nothing is cached (no-op) or when the patch is
     disabled (module-level cache is simply always empty). Raises if a cached
     transformer is currently in use (see :func:`_evict_locked`).
@@ -218,6 +319,37 @@ def evict() -> None:
         _evict_locked()
 
 
+def evict_for_generation_start() -> None:
+    """Generation-start eviction with kind-dependent scope.
+
+    Resident (VRAM) entries are always evicted -- see the module docstring's
+    GENERATION-SCOPED section for the RTX 5090 repro. Streaming (pinned host
+    RAM) entries are session-scoped and kept, unless available system RAM has
+    fallen below ``_MIN_FREE_RAM_GB`` (external memory pressure -- e.g. the
+    user opened another model-hungry app between generations).
+    """
+    with _lock:
+        if _cached_model is None:
+            return
+        if _cached_kind != "streaming":
+            _evict_locked()
+            return
+        available_gb = psutil.virtual_memory().available / 2**30
+        if available_gb < _MIN_FREE_RAM_GB:
+            logger.warning(
+                "[diffusion-stage-cache] evicting streaming entry at generation start: "
+                "%.1f GB RAM available < %.1f GB threshold",
+                available_gb,
+                _MIN_FREE_RAM_GB,
+            )
+            _evict_locked()
+            return
+        logger.info(
+            "[diffusion-stage-cache] keeping session-scoped streaming entry (%.1f GB RAM available)",
+            available_gb,
+        )
+
+
 def _mark_free() -> None:
     """Mark that a caller is done with a cached transformer it checked out."""
     global _in_use
@@ -232,10 +364,11 @@ def _mark_free() -> None:
 def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[object]:
     if not _enabled or not _cacheable(self):
         # A non-cacheable build (e.g. IC-LoRA's use_lora_in_stage_2 forcing stage_2
-        # onto the streaming path -- see module docstring's NON-CACHEABLE TRANSITIONS
-        # section) needs the VRAM a still-resident cached transformer is holding.
-        # Evicting only on a cache-key mismatch (below) never fires for this case,
-        # since this path never touches the cache-key branch at all.
+        # onto the streaming path on a full-loading card -- see module docstring's
+        # NON-CACHEABLE TRANSITIONS section) needs the VRAM a still-resident cached
+        # transformer is holding. Evicting only on a cache-key mismatch (below)
+        # never fires for this case, since this path never touches the cache-key
+        # branch at all.
         evict()
         with _orig_transformer_ctx(self, **kwargs) as model:
             yield model
@@ -246,11 +379,28 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
     with _lock:
         if _cached_key == key and _cached_model is not None:
             model = _cached_model
+            kind = _cached_kind
             hit = True
         else:
+            if _cached_key is not None:
+                logger.info(
+                    "[diffusion-stage-cache] key mismatch (config changed) -- evicting before rebuild"
+                )
             _evict_locked()
-            model = self._build_transformer(**kwargs)  # noqa: SLF001
-            globals()["_cached_key"], globals()["_cached_model"] = key, model
+            if self._is_streaming:  # noqa: SLF001
+                # Build the streaming wrapper directly (mirror _streaming_model's
+                # build half, blocks.py:151). kwargs are deliberately dropped:
+                # upstream's _streaming_transformer_ctx ignores them too. Do NOT
+                # route through _build_transformer -- its .to(target) must not be
+                # applied to the meta-blocked streaming wrapper.
+                model = self._prepared_builder().build(device=self._device, dtype=self._dtype)  # noqa: SLF001
+                kind = "streaming"
+            else:
+                model = self._build_transformer(**kwargs)  # noqa: SLF001
+                kind = "resident"
+            globals()["_cached_key"] = key
+            globals()["_cached_model"] = model
+            globals()["_cached_kind"] = kind
             hit = False
         # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
         # under _lock, so bumping the counter here closes the window between resolving
@@ -259,9 +409,19 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
         # released before the yield) is what protects the model for the whole denoise.
         _in_use += 1
 
-    logger.info("[diffusion-stage-cache] %s resident transformer", "reusing" if hit else "built + cached")
+    logger.info(
+        "[diffusion-stage-cache] %s %s transformer",
+        "reusing" if hit else "built + cached",
+        kind,
+    )
     try:
-        yield model
+        if kind == "streaming":
+            # A fresh stateless X0Model wrapper per checkout, exactly as upstream's
+            # _streaming_transformer_ctx yields (blocks.py:402) -- the cached object
+            # is the BlockStreamingWrapper underneath.
+            yield X0Model(model).eval()  # type: ignore[arg-type]
+        else:
+            yield model
     finally:
         _mark_free()
 
@@ -270,9 +430,11 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
 
 
 if __name__ == "__main__":
-    a = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
-    b = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
-    c = ("ckpt.safetensors", None, (), (), 2, None, "bf16", "cuda:0")
+    a = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 1, None, "bf16", "cuda:0")
+    b = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 1, None, "bf16", "cuda:0")
+    c = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 2, None, "bf16", "cuda:0")
+    d = ("ckpt.safetensors", None, (), (), "StreamingModelBuilder", None, 1, None, "bf16", "cuda:0")
     assert a == b, "identical content must compare equal (cache hit path)"
     assert a != c, "different quantization identity must compare unequal (cache miss path)"
+    assert a != d, "resident and streaming builds of identical content must never share a key"
     print("diffusion_stage_cache: key-equality self-check OK")
diff --git a/backend/tests/test_diffusion_stage_cache.py b/backend/tests/test_diffusion_stage_cache.py
index ee7e287f4..43220996b 100644
--- a/backend/tests/test_diffusion_stage_cache.py
+++ b/backend/tests/test_diffusion_stage_cache.py
@@ -12,13 +12,21 @@
 
 from __future__ import annotations
 
+from types import SimpleNamespace
+
 import pytest
+import torch
 
 from ltx_core.block_streaming import StreamingModelBuilder
 from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_core.model.transformer.model import X0Model
 from ltx_pipelines.utils.allocator_trim_strategy import AllocatorTrimStrategy
 from services.patches import diffusion_stage_cache as dsc
 
+# MPS disk streaming uses a small positive slot count (ltx_pipelines.utils.blocks
+# passes DISK_CPU_SLOTS); any positive value exercises the same exclusion branch.
+_DISK_SLOTS = 4
+
 
 class _FakeModel:
     def __init__(self) -> None:
@@ -63,12 +71,55 @@ def _single_gpu_builder(model_path: str, loras: tuple[object, ...] = ()) -> Sing
     return SingleGPUModelBuilder(model_class_configurator=object, model_path=model_path, loras=loras)
 
 
+class _FakeStreamingWrapper(torch.nn.Module):
+    """Stands in for BlockStreamingWrapper: a real nn.Module (so X0Model accepts it)
+    with recording teardown()/to()."""
+
+    def __init__(self) -> None:
+        super().__init__()
+        self.events: list[str] = []
+
+    def teardown(self) -> None:
+        self.events.append("teardown")
+
+    def to(self, device: str) -> "_FakeStreamingWrapper":  # type: ignore[override]
+        self.events.append(f"to:{device}")
+        return self
+
+
+class _FakeStreamingBuilder(StreamingModelBuilder):
+    """Real StreamingModelBuilder (so isinstance + the key's content properties work)
+    whose build() returns a fake wrapper instead of touching disk/GPU."""
+
+    def __init__(self, model_path: str, *, cpu_slots_count: int | None = None, loras: tuple[object, ...] = ()) -> None:
+        super().__init__(
+            model_class_configurator=object,  # type: ignore[arg-type]
+            model_path=model_path,
+            loras=loras,  # type: ignore[arg-type]
+            cpu_slots_count=cpu_slots_count,
+        )
+        self.build_count = 0
+        self.built: list[_FakeStreamingWrapper] = []
+
+    def build(self, *args: object, **kwargs: object) -> _FakeStreamingWrapper:  # type: ignore[override]
+        self.build_count += 1
+        wrapper = _FakeStreamingWrapper()
+        self.built.append(wrapper)
+        return wrapper
+
+
+def _streaming_stage(builder: _FakeStreamingBuilder) -> _FakeStage:
+    return _FakeStage(builder, is_streaming=True)
+
+
 @pytest.fixture(autouse=True)
 def _reset_cache_state():
     dsc.set_enabled(True)
+    dsc.set_streaming_enabled(False)
     dsc.evict()
     yield
     dsc.set_enabled(True)
+    dsc.set_streaming_enabled(False)
     dsc.evict()
 
 
@@ -114,11 +165,25 @@ def test_different_loras_are_treated_as_a_different_config() -> None:
     assert stage_b.build_count == 1, "different LoRA set must miss the cache, not reuse stage_a's build"
 
 
-def test_cacheable_returns_false_for_a_streaming_stage() -> None:
-    streaming_builder = StreamingModelBuilder(model_class_configurator=object, model_path="ckpt.safetensors")
-    streaming_stage = _FakeStage(streaming_builder, is_streaming=True)
+def test_streaming_stage_not_cacheable_until_opted_in() -> None:
+    """The streaming kind is gated on set_streaming_enabled (pushed by ltx2_server
+    only in streaming_models_loading mode) -- load-bearing: IC-LoRA forces CPU-mode
+    streaming stages even on full-loading cards, which must NOT session-cache."""
+    stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
 
-    assert dsc._cacheable(streaming_stage) is False
+    assert dsc._cacheable(stage) is False
+
+    dsc.set_streaming_enabled(True)
+    assert dsc._cacheable(stage) is True
+
+
+def test_disk_mode_streaming_builder_is_not_cacheable() -> None:
+    """Only CPU/RAM streaming (cpu_slots_count None, all blocks pinned) is cacheable;
+    MPS disk streaming stays on the build-per-call path."""
+    dsc.set_streaming_enabled(True)
+    disk_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors", cpu_slots_count=_DISK_SLOTS))
+
+    assert dsc._cacheable(disk_stage) is False
 
 
 class _OtherBuilder:
@@ -245,3 +310,157 @@ def test_set_enabled_false_while_in_use_raises() -> None:
             dsc.set_enabled(False)
         # Evict runs before the flag flips, so a rejected toggle stays un-applied.
         assert dsc._enabled is True, "failed toggle-off must not half-apply"
+
+
+# --- streaming (session-scoped) kind ------------------------------------------ #
+
+
+def test_streaming_hit_builds_once_and_rewraps_fresh_x0model() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    stage_1 = _streaming_stage(builder)
+    stage_2 = _streaming_stage(builder)
+
+    with dsc._cached_transformer_ctx(stage_1) as model_1:
+        pass
+    with dsc._cached_transformer_ctx(stage_2) as model_2:
+        pass
+
+    assert builder.build_count == 1, "stage_2 must reuse stage_1's cached streaming build"
+    assert isinstance(model_1, X0Model)
+    assert isinstance(model_2, X0Model)
+    assert model_1 is not model_2, "each checkout gets a fresh stateless X0Model wrapper"
+    assert model_1.velocity_model is model_2.velocity_model, "both wrap the SAME cached wrapper"
+    assert dsc._cached_kind == "streaming"
+
+
+def test_streaming_evict_tears_down_before_meta_swap() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    wrapper = builder.built[0]
+
+    dsc.evict()
+
+    assert wrapper.events == ["teardown", "to:meta"], (
+        "eviction must mirror _streaming_model's finally: teardown() (frees pins) "
+        f"BEFORE the meta-swap, got {wrapper.events}"
+    )
+    assert dsc._cached_model is None
+    assert dsc._cached_kind is None
+
+
+def _fake_virtual_memory(available_gb: float) -> SimpleNamespace:
+    return SimpleNamespace(available=int(available_gb * 2**30))
+
+
+def test_generation_start_keeps_streaming_entry_when_ram_is_fine(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(20.0))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is not None, "session-scoped streaming entry must survive generation start"
+    assert builder.built[0].events == []
+
+
+def test_generation_start_evicts_streaming_entry_under_ram_pressure(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(dsc._MIN_FREE_RAM_GB - 1))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is None, "streaming entry must be evicted under external RAM pressure"
+    assert builder.built[0].events == ["teardown", "to:meta"]
+
+
+def test_generation_start_always_evicts_resident_entry(monkeypatch: pytest.MonkeyPatch) -> None:
+    """The 5090 VRAM-collision fix: a resident (VRAM) entry never survives into the
+    next generation, regardless of RAM headroom."""
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as model:
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(64.0))
+
+    dsc.evict_for_generation_start()
+
+    assert model.freed_to == "meta"
+    assert dsc._cached_model is None
+
+
+def test_resident_and_streaming_keys_never_collide() -> None:
+    """Identical content must still miss across builder types (e.g. IC-LoRA's
+    resident stage_1 vs forced-streaming stage_2 on a full-loading card)."""
+    dsc.set_streaming_enabled(True)
+    resident_stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    streaming_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
+
+    assert dsc._cache_key(resident_stage) != dsc._cache_key(streaming_stage)
+
+
+def test_streaming_checkout_tracks_in_use_and_rejects_evict() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        assert dsc._in_use == 1
+        with pytest.raises(RuntimeError, match="in use"):
+            dsc.evict()
+        assert builder.built[0].events == [], "wrapper must NOT be torn down while checked out"
+    assert dsc._in_use == 0
+
+
+def test_set_streaming_enabled_false_evicts_streaming_entry() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    assert dsc._cached_kind == "streaming"
+
+    dsc.set_streaming_enabled(False)
+
+    assert dsc._cached_model is None
+    assert builder.built[0].events == ["teardown", "to:meta"]
+    # A resident entry is unaffected by the streaming gate.
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage):
+        pass
+    assert dsc._cached_kind == "resident"
+
+
+def test_streaming_stage_bypasses_and_evicts_when_gate_is_off() -> None:
+    """With the gate off (full-loading cards), a streaming stage takes the bypass
+    branch and unconditionally evicts -- the original NON-CACHEABLE TRANSITIONS
+    behavior (IC-LoRA repro) must be preserved."""
+    cacheable_stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(cacheable_stage) as cached_model:
+        pass
+    assert dsc._cached_model is cached_model
+
+    streaming_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
+    orig_calls: list[object] = []
+
+    from contextlib import contextmanager
+
+    @contextmanager
+    def _fake_orig(stage: object, **kwargs: object):
+        orig_calls.append(stage)
+        yield object()
+
+    original = dsc._orig_transformer_ctx
+    dsc._orig_transformer_ctx = _fake_orig  # type: ignore[assignment]
+    try:
+        with dsc._cached_transformer_ctx(streaming_stage):
+            pass
+    finally:
+        dsc._orig_transformer_ctx = original  # type: ignore[assignment]
+
+    assert cached_model.freed_to == "meta", "bypass must evict the resident entry first"
+    assert dsc._cached_model is None
+    assert orig_calls == [streaming_stage], "gate-off streaming must delegate to the original ctx"
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 730ff172b..15836dc88 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -642,9 +642,11 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
               {cudaAvailable && (
                 <SettingToggle
                   title="Diffusion Stage Cache"
-                  description={<>Reuses an already-built transformer across stage 1/stage 2 within one generation
-                    instead of reloading it from disk twice. <span className="text-orange-400">Experimental:</span> only
-                    applies on high-VRAM cards (32GB+); no effect otherwise.</>}
+                  description={<>Keeps the built transformer resident instead of reloading it from disk on every
+                    stage. On 32GB+ cards it stays in VRAM for the generation; on 24GB cards it stays in
+                    system RAM (~23GB pinned) for the whole session, so repeat generations skip the model
+                    load entirely. <span className="text-orange-400">Experimental:</span> turn off if other
+                    apps need the RAM back.</>}
                   enabled={settings.diffusionStageCacheEnabled}
                   onToggle={handleToggleDiffusionStageCache}
                   statusOn="Skipping redundant transformer reloads"

From f1d566dbc3325428757f76ba53c94b78564c8f6a Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 22 Jul 2026 21:42:59 -0400
Subject: [PATCH 058/117] settings: default diffusion stage cache ON +
 save-path diagnostic

Default the cache toggle to True: settings persistence is currently
unreliable (settings.json observed frozen since 2026-07-11 while saves
report success -- suspected MSIX/container path virtualization around
dev launches), and a False default silently disables the fork's 6x
video-gen speedup on every launch. Also log the resolved path + size on
every successful settings save to pinpoint where writes actually land.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/handlers/settings_handler.py | 10 ++++++++++
 backend/state/app_settings.py        |  9 +++++++--
 2 files changed, 17 insertions(+), 2 deletions(-)

diff --git a/backend/handlers/settings_handler.py b/backend/handlers/settings_handler.py
index 927a851de..8fcc22654 100644
--- a/backend/handlers/settings_handler.py
+++ b/backend/handlers/settings_handler.py
@@ -56,6 +56,16 @@ def save_settings(self) -> None:
             payload = self.get_settings_snapshot().model_dump(by_alias=False)
             with open(self.config.settings_file, "w", encoding="utf-8") as f:
                 json.dump(payload, f, indent=2)
+            # DIAGNOSTIC (settings-persistence bug): settings.json was observed
+            # untouched since 2026-07-11 despite successful POST /api/settings
+            # round-trips ("Applied settings patch" logged, no save warning).
+            # Log the resolved path + size on every save so the next session
+            # shows definitively whether this code runs and where it writes.
+            logger.info(
+                "Settings saved to %s (%d bytes)",
+                self.config.settings_file,
+                self.config.settings_file.stat().st_size,
+            )
         except Exception as exc:
             logger.warning("Could not save settings: %s", exc, exc_info=True)
 
diff --git a/backend/state/app_settings.py b/backend/state/app_settings.py
index f099ae82e..3643d24ad 100644
--- a/backend/state/app_settings.py
+++ b/backend/state/app_settings.py
@@ -49,7 +49,11 @@ class SettingsPatchModel(SettingsBaseModel):
 
 class AppSettings(SettingsBaseModel):
     use_torch_compile: bool = False
-    diffusion_stage_cache_enabled: bool = False
+    # Default ON: the session-scoped streaming cache is the fork's 6x video-gen
+    # speedup (226s -> 35s warm on the 3090) and is safe on both hardware tiers;
+    # settings persistence is currently broken (see save_settings diagnostic),
+    # so a False default would silently disable it on every launch.
+    diffusion_stage_cache_enabled: bool = True
     ltx_api_key: str = ""
     user_prefers_ltx_api_video_generations: bool = False
     fal_api_key: str = ""
@@ -120,7 +124,8 @@ def _is_settings_model_annotation(annotation: object) -> TypeGuard[type[Settings
 
 class SettingsResponse(SettingsBaseModel):
     use_torch_compile: bool = False
-    diffusion_stage_cache_enabled: bool = False
+    # Keep in sync with AppSettings.diffusion_stage_cache_enabled (default ON).
+    diffusion_stage_cache_enabled: bool = True
     has_ltx_api_key: bool = False
     user_prefers_ltx_api_video_generations: bool = False
     has_fal_api_key: bool = False

From e403f713ec171191554658da5461ea0ea85807ce Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 22 Jul 2026 21:42:59 -0400
Subject: [PATCH 059/117] fix: harden stage cache against zombie generations
 and dirty wrappers

Two live failure modes from tonight's session (both ended in "BufferPool
exhausted: all 2 buffers are in use" on every retry):

- A cancelled/failed generation's denoise thread kept running while a
  new generation started; both checked out the SAME cached wrapper and
  its 2-slot GPU BufferPool. Pre-cache, concurrent calls each built a
  private wrapper, so this was merely wasteful. Now a checkout that
  finds the cached transformer in use bypasses the cache with an
  isolated one-shot build (original ctx), restoring that isolation.
  The in-use check shares one critical section with checkout (TOCTOU).

- An abnormal unwind (exception/cancel) mid-denoise skips the streaming
  wrapper's forward post-hooks and can leak BufferPool slots; the cache
  then preserved the poisoned wrapper forever. Checkouts now mark the
  entry dirty on abnormal exit; dirty entries are evicted and rebuilt at
  the next checkout and at generation start (regardless of RAM headroom).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../services/patches/diffusion_stage_cache.py | 115 +++++++++++++-----
 backend/tests/test_diffusion_stage_cache.py   |  66 ++++++++++
 2 files changed, 151 insertions(+), 30 deletions(-)

diff --git a/backend/services/patches/diffusion_stage_cache.py b/backend/services/patches/diffusion_stage_cache.py
index ad24db963..1b7a170c6 100644
--- a/backend/services/patches/diffusion_stage_cache.py
+++ b/backend/services/patches/diffusion_stage_cache.py
@@ -182,6 +182,13 @@
 _cached_key: _CacheKey | None = None
 _cached_model: object | None = None
 _cached_kind: _CacheKind | None = None
+# Set when a checkout exits abnormally (exception/cancel unwinding through the
+# denoising loop). An abnormal unwind skips the streaming wrapper's forward
+# post-hooks, which can leak GPU BufferPool slots ("BufferPool exhausted: all 2
+# buffers are in use" observed live after a zombie generation) -- so a dirty
+# entry must never be reused: it is evicted and rebuilt on the next checkout
+# (and at generation start).
+_dirty = False
 # >0 while a cached transformer is checked out (yielded to a caller) and possibly
 # mid-denoise. The single-slot cache is only safe under strict sequentiality; this
 # counter lets _evict_locked() fail loud if something tries to free a model that is
@@ -301,6 +308,7 @@ def _evict_locked() -> None:
             _cached_model.teardown()  # type: ignore[attr-defined]
         _cached_model.to("meta")  # type: ignore[attr-defined]
         cleanup_memory()
+    globals()["_dirty"] = False
     _cached_key, _cached_model, _cached_kind = None, None, None
 
 
@@ -331,6 +339,17 @@ def evict_for_generation_start() -> None:
     with _lock:
         if _cached_model is None:
             return
+        if _dirty:
+            # A previous checkout exited abnormally -- never carry a possibly
+            # slot-leaked wrapper into a new generation. If a zombie checkout is
+            # still live (_in_use > 0), leave it alone: evicting would raise, and
+            # the checkout-time concurrency bypass isolates the new generation.
+            if _in_use == 0:
+                logger.warning(
+                    "[diffusion-stage-cache] evicting dirty entry at generation start"
+                )
+                _evict_locked()
+            return
         if _cached_kind != "streaming":
             _evict_locked()
             return
@@ -377,37 +396,65 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
     global _in_use
     key = _cache_key(self)
     with _lock:
-        if _cached_key == key and _cached_model is not None:
-            model = _cached_model
-            kind = _cached_kind
-            hit = True
-        else:
-            if _cached_key is not None:
-                logger.info(
-                    "[diffusion-stage-cache] key mismatch (config changed) -- evicting before rebuild"
-                )
-            _evict_locked()
-            if self._is_streaming:  # noqa: SLF001
-                # Build the streaming wrapper directly (mirror _streaming_model's
-                # build half, blocks.py:151). kwargs are deliberately dropped:
-                # upstream's _streaming_transformer_ctx ignores them too. Do NOT
-                # route through _build_transformer -- its .to(target) must not be
-                # applied to the meta-blocked streaming wrapper.
-                model = self._prepared_builder().build(device=self._device, dtype=self._dtype)  # noqa: SLF001
-                kind = "streaming"
+        # Concurrency check and checkout must share ONE critical section: checking
+        # _in_use in a separate lock acquisition would let two threads both observe
+        # 0 and then serialize into a shared checkout anyway (TOCTOU).
+        concurrent = _in_use > 0
+        if not concurrent:
+            if _cached_key == key and _cached_model is not None and not _dirty:
+                model = _cached_model
+                kind = _cached_kind
+                hit = True
             else:
-                model = self._build_transformer(**kwargs)  # noqa: SLF001
-                kind = "resident"
-            globals()["_cached_key"] = key
-            globals()["_cached_model"] = model
-            globals()["_cached_kind"] = kind
-            hit = False
-        # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
-        # under _lock, so bumping the counter here closes the window between resolving
-        # the model and marking it -- otherwise a concurrent evict could see _in_use==0
-        # and free the model we're about to yield. This counter (not the lock, which is
-        # released before the yield) is what protects the model for the whole denoise.
-        _in_use += 1
+                if _dirty and _cached_model is not None:
+                    logger.warning(
+                        "[diffusion-stage-cache] cached transformer is dirty (previous "
+                        "checkout exited abnormally, may have leaked BufferPool slots) "
+                        "-- evicting and rebuilding"
+                    )
+                elif _cached_key is not None:
+                    logger.info(
+                        "[diffusion-stage-cache] key mismatch (config changed) -- evicting before rebuild"
+                    )
+                _evict_locked()
+                if self._is_streaming:  # noqa: SLF001
+                    # Build the streaming wrapper directly (mirror _streaming_model's
+                    # build half, blocks.py:151). kwargs are deliberately dropped:
+                    # upstream's _streaming_transformer_ctx ignores them too. Do NOT
+                    # route through _build_transformer -- its .to(target) must not be
+                    # applied to the meta-blocked streaming wrapper.
+                    model = self._prepared_builder().build(device=self._device, dtype=self._dtype)  # noqa: SLF001
+                    kind = "streaming"
+                else:
+                    model = self._build_transformer(**kwargs)  # noqa: SLF001
+                    kind = "resident"
+                globals()["_cached_key"] = key
+                globals()["_cached_model"] = model
+                globals()["_cached_kind"] = kind
+                hit = False
+            # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
+            # under _lock, so bumping the counter here closes the window between resolving
+            # the model and marking it -- otherwise a concurrent evict could see _in_use==0
+            # and free the model we're about to yield. This counter (not the lock, which is
+            # released before the yield) is what protects the model for the whole denoise.
+            _in_use += 1
+
+    if concurrent:
+        # Another checkout is live (observed in the wild: a cancelled/failed
+        # generation's denoise thread still running as a zombie while a new
+        # generation starts). Sharing one wrapper between concurrent forward
+        # passes exhausts its 2-slot GPU BufferPool ("BufferPool exhausted: all 2
+        # buffers are in use") -- pre-cache, each call had its own private
+        # wrapper, so concurrency was merely wasteful. Restore exactly that:
+        # bypass the cache with an isolated one-shot build and leave the cached
+        # entry alone.
+        logger.warning(
+            "[diffusion-stage-cache] checkout requested while cached transformer is "
+            "in use (overlapping generation?) -- bypassing cache with an isolated build"
+        )
+        with _orig_transformer_ctx(self, **kwargs) as model:
+            yield model
+        return
 
     logger.info(
         "[diffusion-stage-cache] %s %s transformer",
@@ -422,6 +469,14 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
             yield X0Model(model).eval()  # type: ignore[arg-type]
         else:
             yield model
+    except BaseException:
+        # Abnormal unwind (exception or cancellation) mid-denoise skips the
+        # wrapper's forward post-hooks, which can leak BufferPool slots. Mark the
+        # entry dirty so it is rebuilt instead of reused -- reusing a leaked-slot
+        # wrapper fails every subsequent generation until eviction.
+        with _lock:
+            globals()["_dirty"] = True
+        raise
     finally:
         _mark_free()
 
diff --git a/backend/tests/test_diffusion_stage_cache.py b/backend/tests/test_diffusion_stage_cache.py
index 43220996b..86c7b2f86 100644
--- a/backend/tests/test_diffusion_stage_cache.py
+++ b/backend/tests/test_diffusion_stage_cache.py
@@ -434,6 +434,72 @@ def test_set_streaming_enabled_false_evicts_streaming_entry() -> None:
     assert dsc._cached_kind == "resident"
 
 
+def test_abnormal_exit_marks_dirty_and_next_checkout_rebuilds() -> None:
+    """An exception unwinding through the denoise loop can leak BufferPool slots
+    (observed live: 'BufferPool exhausted: all 2 buffers are in use' on every
+    retry) -- the entry must be rebuilt, never reused."""
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with pytest.raises(RuntimeError, match="boom"):
+        with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+            raise RuntimeError("boom")
+
+    assert dsc._dirty is True
+    assert dsc._in_use == 0, "abnormal exit must still release the checkout"
+    assert builder.built[0].events == [], "dirty entry is kept (lazily evicted), not freed mid-unwind"
+
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+
+    assert builder.build_count == 2, "dirty entry must be rebuilt, not reused"
+    assert builder.built[0].events == ["teardown", "to:meta"], "dirty wrapper torn down before rebuild"
+    assert dsc._dirty is False, "rebuild clears the dirty flag"
+
+
+def test_generation_start_evicts_dirty_streaming_entry_despite_free_ram(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with pytest.raises(RuntimeError, match="boom"):
+        with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+            raise RuntimeError("boom")
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(64.0))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is None, "dirty entry must never survive into a new generation"
+    assert builder.built[0].events == ["teardown", "to:meta"]
+
+
+def test_concurrent_checkout_bypasses_cache_with_isolated_build(monkeypatch: pytest.MonkeyPatch) -> None:
+    """A zombie generation's checkout must not share the cached wrapper (2-slot
+    BufferPool) with a new generation -- the second checkout gets an isolated
+    one-shot build via the original ctx, mirroring pre-cache behavior."""
+    from contextlib import contextmanager
+
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    orig_calls: list[object] = []
+
+    @contextmanager
+    def _fake_orig(stage: object, **kwargs: object):
+        orig_calls.append(stage)
+        yield object()
+
+    monkeypatch.setattr(dsc, "_orig_transformer_ctx", _fake_orig)
+
+    outer_stage = _streaming_stage(builder)
+    inner_stage = _streaming_stage(builder)
+    with dsc._cached_transformer_ctx(outer_stage):
+        assert dsc._in_use == 1
+        with dsc._cached_transformer_ctx(inner_stage):
+            pass
+        assert orig_calls == [inner_stage], "concurrent checkout must delegate to the original ctx"
+        assert builder.build_count == 1, "cached wrapper must not be rebuilt or shared"
+        assert dsc._in_use == 1, "bypassed checkout must not touch the in-use counter"
+    assert dsc._in_use == 0
+    assert dsc._cached_model is not None, "cached entry survives a concurrent bypass"
+
+
 def test_streaming_stage_bypasses_and_evicts_when_gate_is_off() -> None:
     """With the gate off (full-loading cards), a streaming stage takes the bypass
     branch and unconditionally evicts -- the original NON-CACHEABLE TRANSITIONS

From 1ddc14f7671ee3badeefcc2c253c01e869b011f4 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 22 Jul 2026 22:06:21 -0400
Subject: [PATCH 060/117] ux: warn on I2V Prompt Enhancer + surface the
 server-side prompt rewrite

Root-cause follow-up to the 2026-07-22 "i2v morphs the source character
~4 frames in" incident: the I2V Prompt Enhancer silently rewrites the
prompt via the LTX API, and the local distilled (no-CFG) pipeline then
follows the rewritten text over the source image -- holding only the
conditioned first latent frame before cutting into the rewritten
prompt's scene. Nothing in the UI or logs showed the rewrite, so the
cause stayed invisible across sessions (compounded by the settings
shadow-persistence bug keeping the toggle sticky).

- Settings: amber warning on the I2V enhancer toggle (can override the
  source image on local generations).
- video_generation_handler (fast + a2v paths): prominent log warning
  whenever a generation runs with the enhancer active.
- ltx_text_encoder: on enhanced encodes, scan the API's pickled
  conditioning payload for the rewritten text and log it; if absent,
  log unambiguously that a server-side rewrite occurred.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/handlers/video_generation_handler.py  | 28 +++++++++++++
 .../services/text_encoder/ltx_text_encoder.py | 39 +++++++++++++++++++
 frontend/components/SettingsModal.tsx         |  5 +++
 3 files changed, 72 insertions(+)

diff --git a/backend/handlers/video_generation_handler.py b/backend/handlers/video_generation_handler.py
index 20bfee744..8fbb668b5 100644
--- a/backend/handlers/video_generation_handler.py
+++ b/backend/handlers/video_generation_handler.py
@@ -245,6 +245,23 @@ def generate_video(
             else:
                 enhance = use_api_encoding and settings.prompt_enhancer_enabled_t2v
 
+            if enhance:
+                # Transparency: the model will follow the API-rewritten prompt, not the
+                # text the user typed. On i2v with the local distilled (no-CFG) pipeline
+                # this can override the source image entirely — the video holds the
+                # conditioned first frame, then cuts into the rewritten prompt's scene
+                # (root cause of the 2026-07-22 "character morphs ~4 frames in" incident).
+                logger.warning(
+                    "[%s] Prompt Enhancer is ON: the LTX API will REWRITE this prompt before "
+                    "encoding%s. Disable it in Settings -> Prompt Enhancer if the output "
+                    "diverges from your prompt%s.",
+                    gen_mode,
+                    " -- on local i2v the video may follow the rewritten text instead of the source image"
+                    if image is not None
+                    else "",
+                    " or source image" if image is not None else "",
+                )
+
             encoding_method = "api" if use_api_encoding else "local"
             t_text_start = time.perf_counter()
             self._text.prepare_text_encoding(enhanced_prompt, enhance_prompt=enhance)
@@ -354,6 +371,17 @@ def _generate_a2v(
             else:
                 a2v_enhance = a2v_use_api and a2v_settings.prompt_enhancer_enabled_t2v
 
+            if a2v_enhance:
+                # See the fast-path warning above: the rewritten prompt can override the
+                # source image on local no-CFG generations.
+                logger.warning(
+                    "[a2v] Prompt Enhancer is ON: the LTX API will REWRITE this prompt before "
+                    "encoding%s. Disable it in Settings -> Prompt Enhancer if the output diverges.",
+                    " -- the video may follow the rewritten text instead of the source image"
+                    if image is not None
+                    else "",
+                )
+
             self._generation.update_progress("loading_model", 5, 0, total_steps)
             self._generation.update_progress("encoding_text", 10, 0, total_steps)
             self._text.prepare_text_encoding(enhanced_prompt, enhance_prompt=a2v_enhance)
diff --git a/backend/services/text_encoder/ltx_text_encoder.py b/backend/services/text_encoder/ltx_text_encoder.py
index 1eaac8e00..1596d8eea 100644
--- a/backend/services/text_encoder/ltx_text_encoder.py
+++ b/backend/services/text_encoder/ltx_text_encoder.py
@@ -212,6 +212,42 @@ def get_model_id_from_checkpoint(self, checkpoint_path: str) -> str | None:
             logger.warning("Could not extract model_id from checkpoint: %s", exc, exc_info=True)
         return None
 
+    @staticmethod
+    def _log_enhanced_prompt(conditioning: object) -> None:
+        """Best-effort transparency for the Prompt Enhancer.
+
+        The user never sees the rewritten prompt the model actually follows -- which
+        is how the 2026-07-22 "i2v morphs the source character" incident stayed
+        invisible for hours. The /v1/prompt-embedding response is a pickled
+        conditioning structure that is primarily tensors; if the API includes the
+        enhanced TEXT anywhere in it, surface it. Otherwise at least record
+        unambiguously that a server-side rewrite happened.
+        """
+        from typing import cast
+
+        try:
+            found: list[str] = []
+            stack: list[object] = [conditioning]
+            while stack and len(found) < 4:
+                item = stack.pop()
+                if isinstance(item, str):
+                    if item.strip():
+                        found.append(item.strip())
+                elif isinstance(item, (list, tuple)):
+                    stack.extend(cast("list[object] | tuple[object, ...]", item))
+                elif isinstance(item, dict):
+                    stack.extend(cast("dict[object, object]", item).values())
+            if found:
+                logger.info("Prompt as enhanced by the LTX API: %s", " | ".join(found)[:1500])
+            else:
+                logger.info(
+                    "Prompt was REWRITTEN server-side by the LTX API (Prompt Enhancer on); "
+                    "the rewritten text was not included in the response -- the embeddings "
+                    "encode the rewritten version, not the prompt as typed."
+                )
+        except Exception:
+            logger.debug("Could not inspect conditioning payload for enhanced prompt text", exc_info=True)
+
     def encode_via_api(self, prompt: str, api_key: str, checkpoint_path: str, enhance_prompt: bool) -> TextEncodingResult | None:
         model_id = self.get_model_id_from_checkpoint(checkpoint_path)
         if not model_id:
@@ -244,6 +280,9 @@ def encode_via_api(self, prompt: str, api_key: str, checkpoint_path: str, enhanc
                 logger.warning("LTX API returned unexpected conditioning format")
                 return None
 
+            if enhance_prompt:
+                self._log_enhanced_prompt(conditioning)
+
             embeddings = conditioning[0][0]
             video_dim = 4096
             if embeddings.shape[-1] > video_dim:
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 15836dc88..5b96c67ff 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1124,6 +1124,11 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
                           <p className="text-[10px] text-zinc-500 mt-0.5">
                             {settings.promptEnhancerEnabledI2V ? 'Prompts will be enhanced before I2V generation' : 'I2V prompts used as-is'}
                           </p>
+                          <p className="text-[10px] text-amber-400/90 mt-0.5">
+                            ⚠️ Rewrites your prompt via the LTX API. On local generations the video may
+                            follow the rewritten text instead of your source image (character/scene can
+                            change a few frames in). Leave off for faithful image-to-video.
+                          </p>
                         </div>
                       </div>
                       <div className={`relative w-11 h-6 rounded-full transition-colors flex-shrink-0 ${

From 15e2bea17203ebf3ed2f531f685c8ccd447deaa3 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 01:30:11 -0400
Subject: [PATCH 061/117] perf: Phase B - aux-model session cache + fp8 sidecar
 disk cache

Two independent additions on top of the Phase A transformer cache
(93e26b6), measured live on the RTX 3090:

aux_block_cache.py: session-scoped multi-slot cache for the five small
models rebuilt from disk on every generation (VAE encoder - shared by
ImageConditioner and VideoUpsampler via content-keying - spatial
upsampler, video decoder, audio decoder, vocoder). VRAM-resident
(~2-4GB), streaming-mode-gated like the transformer cache, same
Settings toggle, same zombie-generation in-use bypass; no dirty
tracking (stateless modules, no BufferPool). VideoDecoder's cached
iterator runs without gpu_model (checkout at first next(), release +
allocator trim on exhaustion AND GeneratorExit). Evicted at the same
PipelinesHandler unload/swap/image-load sites, paired with the
transformer cache. Warm gens 35.2s -> 31.5s.

fp8_sidecar_cache.py: persists the streaming transformer's post-
downcast block weights to <stem>.fp8-blocks-cache.safetensors beside
the checkpoint (17.3GB, one-time 55s synchronous write on the first
build). Later cold builds identity-load the sidecar via a wrapping
StateDictLoader injected in a patched _build_pinned_source - beneath
both stage-cache paths, CUDA pinned mode only, LoRA-free capture
(fusion re-runs per build). Atomic write (tmp + os.replace) with
free-space preflight; header-only stamp validation (original
path/size/mtime/model-id + sd_ops chain + fp8 suffix list + exact key
set) with delete-on-invalid. Session cold build 95s -> 39s; first gen
of a session 226s -> 79s.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md                                       |  32 ++
 backend/handlers/generation_handler.py        |   6 +-
 backend/handlers/pipelines_handler.py         |   5 +-
 backend/ltx2_server.py                        |   7 +
 backend/services/patches/aux_block_cache.py   | 320 ++++++++++++++++++
 backend/services/patches/fp8_sidecar_cache.py | 277 +++++++++++++++
 backend/tests/test_aux_block_cache.py         | 258 ++++++++++++++
 backend/tests/test_fp8_sidecar_cache.py       | 236 +++++++++++++
 frontend/components/SettingsModal.tsx         |   3 +-
 9 files changed, 1141 insertions(+), 3 deletions(-)
 create mode 100644 backend/services/patches/aux_block_cache.py
 create mode 100644 backend/services/patches/fp8_sidecar_cache.py
 create mode 100644 backend/tests/test_aux_block_cache.py
 create mode 100644 backend/tests/test_fp8_sidecar_cache.py

diff --git a/FORK.md b/FORK.md
index 08ae4234e..714cccde8 100644
--- a/FORK.md
+++ b/FORK.md
@@ -185,6 +185,38 @@ model load entirely).
 - The patch reads DiffusionStage/StreamingModelBuilder privates — re-verify against
   `ltx_pipelines.utils.blocks` on every rev bump (the docstring lists the exact surface).
 
+### B4. Aux-model session cache
+`backend/services/patches/aux_block_cache.py` — Phase B companion to B3: caches the small
+per-generation builds (VAE encoder — shared between ImageConditioner and VideoUpsampler —
+spatial upsampler, video decoder, audio decoder, vocoder; ~3-4s/warm gen). Multi-slot,
+VRAM-resident (~2-4GB), streaming-mode-gated, evicted at the same `pipelines_handler`
+unload/swap/image-load sites (paired with `diffusion_stage_cache.evict()`), governed by the
+same Settings toggle.
+
+- **Must survive:** the streaming gate; the `SingleGPUModelBuilder` isinstance exclusion
+  (multi-GPU custom decoder builders); the VideoDecoder cached iterator running WITHOUT
+  `gpu_model` (its teardown would meta-swap the cached decoder) with checkout-at-first-next;
+  the vocoder's effective-dtype key (fp32 on MPS); the paired eviction calls.
+- **Tests:** `tests/test_aux_block_cache.py`. Patch reads `blocks.py` privates — re-verify
+  each `__call__` body on rev bumps (the docstring lists the surface).
+
+### B5. fp8 block-weight sidecar
+`backend/services/patches/fp8_sidecar_cache.py` — persists the streaming transformer's
+POST-downcast block weights to `<checkpoint stem>.fp8-blocks-cache.safetensors` beside the
+checkpoint (~22GB; Krea-2 NF4 placement precedent). Cold session builds drop ~95s → ~40s
+(23GB identity mmap read, zero cast compute); one-time synchronous write on the first-ever
+build. Sits beneath both diffusion-stage-cache paths via a patched
+`StreamingModelBuilder._build_pinned_source` + wrapping `StateDictLoader`.
+
+- **Must survive:** the `__blocks` sd_ops-name intercept contract; the LoRA-free capture
+  point (pre-fusion — LoRA changes never invalidate the sidecar); atomic writes (tmp +
+  `os.replace`) with free-space preflight; stamp validation (original path/size/mtime/model-id
+  + sd_ops chain + fp8 suffix list + exact key-set match) with delete-on-invalid.
+- Stale sidecars for deleted checkpoints are acceptable user-deletable residue next to the
+  models. Kill switch: `FP8_SIDECAR_CACHE=0`. **Tests:** `tests/test_fp8_sidecar_cache.py`.
+- Patch reads `builder.py` privates (`_build_pinned_source` signature, `_model_loader`,
+  `_filtered_sd_ops` naming) — re-verify on rev bumps.
+
 ### C. Qwen Multi-Angle
 Camera-angle tool using Qwen-Image-Edit + GGUF + angle/Lightning LoRAs.
 
diff --git a/backend/handlers/generation_handler.py b/backend/handlers/generation_handler.py
index b4c96ae3c..e9f43889a 100644
--- a/backend/handlers/generation_handler.py
+++ b/backend/handlers/generation_handler.py
@@ -13,7 +13,7 @@
     GenerationProgressResponse,
 )
 from handlers.base import StateHandlerBase, with_state_lock
-from services.patches import diffusion_stage_cache
+from services.patches import aux_block_cache, diffusion_stage_cache
 from state.app_state_types import (
     ApiGeneration,
     AppState,
@@ -53,6 +53,9 @@ def start_generation(self, generation_id: str) -> None:
         # pressure -- see the SESSION-SCOPED section.
         diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
         diffusion_stage_cache.evict_for_generation_start()
+        # The aux-model cache shares the same Settings toggle; its (VRAM, small)
+        # entries are kept across generations unconditionally -- no gen-start evict.
+        aux_block_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
 
         self.state.active_generation = GpuGeneration(
             state=GenerationRunning(
@@ -74,6 +77,7 @@ def start_api_generation(self, generation_id: str) -> None:
         # runs API generations must still reclaim the pinned host RAM.
         diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
         diffusion_stage_cache.evict_for_generation_start()
+        aux_block_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
 
         self.state.active_generation = ApiGeneration(
             state=GenerationRunning(
diff --git a/backend/handlers/pipelines_handler.py b/backend/handlers/pipelines_handler.py
index 08408ebc7..f93b7c97d 100644
--- a/backend/handlers/pipelines_handler.py
+++ b/backend/handlers/pipelines_handler.py
@@ -17,7 +17,7 @@
     resolve_active_ltx_model_id,
 )
 from runtime_config.runtime_policy import streaming_prefetch_count_for_mode
-from services.patches import diffusion_stage_cache
+from services.patches import aux_block_cache, diffusion_stage_cache
 from services.interfaces import (
     A2VPipeline,
     DepthProcessorPipeline,
@@ -184,6 +184,7 @@ def unload_gpu_pipeline(self) -> None:
         # means giving the memory back, including the streaming entry's pinned host
         # RAM. Before cleanup() so the pass reclaims what eviction released.
         diffusion_stage_cache.evict()
+        aux_block_cache.evict()
         self._gpu_cleaner.cleanup()
 
     def park_image_generation_pipeline_on_cpu(self) -> None:
@@ -252,6 +253,7 @@ def load_image_generation_pipeline_to_gpu(
         # inline above and does NOT route through _evict_gpu_pipeline_for_swap, so
         # it needs its own cache evict -- a no-op when nothing is cached).
         diffusion_stage_cache.evict()
+        aux_block_cache.evict()
         self._gpu_cleaner.cleanup()
 
         if image_generation_pipeline is None:
@@ -296,6 +298,7 @@ def _evict_gpu_pipeline_for_swap(self) -> None:
         # both the cached build's VRAM slice and, for streaming entries, its ~23GB
         # of pinned host RAM. Evict before cleanup() so the pass reclaims it.
         diffusion_stage_cache.evict()
+        aux_block_cache.evict()
         self._gpu_cleaner.cleanup()
 
     def load_gpu_pipeline(
diff --git a/backend/ltx2_server.py b/backend/ltx2_server.py
index 71ef4a60c..42b368f83 100644
--- a/backend/ltx2_server.py
+++ b/backend/ltx2_server.py
@@ -52,6 +52,10 @@
 del _ic_lora_stage2_lora
 import services.patches.diffusion_stage_cache as _diffusion_stage_cache  # pyright: ignore[reportUnusedImport]  # EXPERIMENTAL: remove once DiffusionStage caches/reuses identical builds upstream
 del _diffusion_stage_cache
+import services.patches.aux_block_cache as _aux_block_cache_import  # pyright: ignore[reportUnusedImport]  # EXPERIMENTAL: remove once blocks.py caches/reuses identical aux builds upstream
+del _aux_block_cache_import
+import services.patches.fp8_sidecar_cache as _fp8_sidecar_cache  # pyright: ignore[reportUnusedImport]  # EXPERIMENTAL: remove if ltx-core caches post-sd_ops block weights on disk
+del _fp8_sidecar_cache
 
 from state.app_settings import AppSettings
 
@@ -248,10 +252,13 @@ def _resolve_local_generations_mode() -> LocalGenerationMode:
 # streaming runtime mode. Load-bearing gate: IC-LoRA's use_lora_in_stage_2 forces
 # a CPU-mode streaming stage_2 even on full-loading (5090) cards, which must NOT
 # get session-cached there -- see that module's TWO CACHED KINDS docstring section.
+import services.patches.aux_block_cache as _aux_block_cache_gate
 import services.patches.diffusion_stage_cache as _diffusion_stage_cache_gate
 
 _diffusion_stage_cache_gate.set_streaming_enabled(LOCAL_GENERATIONS_MODE == "streaming_models_loading")
+_aux_block_cache_gate.set_streaming_enabled(LOCAL_GENERATIONS_MODE == "streaming_models_loading")
 del _diffusion_stage_cache_gate
+del _aux_block_cache_gate
 
 CAMERA_MOTION_PROMPTS = {
     "none": "",
diff --git a/backend/services/patches/aux_block_cache.py b/backend/services/patches/aux_block_cache.py
new file mode 100644
index 000000000..9c3684bb1
--- /dev/null
+++ b/backend/services/patches/aux_block_cache.py
@@ -0,0 +1,320 @@
+"""Monkey-patch (EXPERIMENTAL): session-scoped cache for the small aux models
+rebuilt on every generation.
+
+Each generation rebuilds five small models from the checkpoint on EVERY call
+(ltx_pipelines/utils/blocks.py, "builds on call, frees on exit"): the VAE
+encoder (built twice per i2v gen: ImageConditioner at gen start and again
+inside VideoUpsampler between stages), the spatial upsampler, the video
+decoder, and the audio decoder + vocoder. Measured on the RTX 3090 (warm
+35.2s gen, session log 2026-07-22): ~3-4s of a warm generation is this build
+churn. This patch caches the BUILT models across calls and generations, the
+Phase B companion to diffusion_stage_cache's transformer cache.
+
+Unlike the transformer cache this is a MULTI-SLOT dict keyed on builder
+content: the entries are small bf16 modules held VRAM-RESIDENT (est. ~2-4GB
+total; the 3090 shows 17-22GB free during denoise). ImageConditioner's and
+VideoUpsampler's encoder builders are constructed from identical constants +
+checkpoint, so they share ONE cache entry by content key.
+
+Gated to streaming mode (``set_streaming_enabled`` pushed by ltx2_server,
+``streaming_models_loading`` only) exactly like the transformer cache: the
+gate structurally excludes full-loading (5090-class) cards, so the documented
+5090 VRAM-collision incident (a 23GB VRAM-resident transformer surviving into
+the next generation's builds) cannot recur here -- and the aux set is an
+order of magnitude smaller besides. Aux entries do NOT participate in the
+generation-start RAM check (they are VRAM, not pinned host RAM) and are kept
+across generations unconditionally; eviction happens at the same
+PipelinesHandler unload/swap/image-load sites as the transformer cache
+(paired explicit calls -- no facade, greppable), on the shared Settings
+toggle, and on the streaming-gate kill switch.
+
+NO DIRTY TRACKING (divergence from diffusion_stage_cache): its dirty flag
+exists because an abnormal unwind skips the streaming wrapper's forward
+post-hooks and leaks BufferPool slots. Aux modules are plain stateless
+nn.Modules -- no pools, no hooks, no cross-call state; an exception
+mid-decode leaves them bit-identical.
+
+THE BYPASS BRANCH DOES NOT EVICT (second divergence): the transformer
+cache's bypass evicts because a non-cacheable build needs the 23GB the cache
+holds; evicting five warm ~GB-scale models because one call was a zombie
+bypass would thrash for no memory benefit.
+
+CONCURRENCY: same in-use bypass as the transformer cache (zombie
+generations observed live 2026-07-22): a checkout that finds the entry
+checked out falls back to the original build-per-call path -- concurrent
+sharing of one module across CUDA streams is unproven, and pre-cache each
+call had a private model, so the bypass restores exactly that. Lookup and
+in-use bump share ONE critical section (TOCTOU).
+
+VideoDecoder specifics: upstream returns ``_cleanup_iter(decoder.decode_video
+(...), decoder)`` whose gpu_model teardown meta-swaps the decoder when the
+chunk iterator is exhausted OR abandoned (GeneratorExit). The cached path
+must therefore ``yield from decode_video`` WITHOUT gpu_model; the checkout
+happens at first ``next()`` (a never-iterated generator must not leak
+in_use), and the ``finally`` releases + ``cleanup_memory()`` (allocator trim,
+NO meta-swap) on both exhaustion and abandonment. A caller-supplied custom
+``decoder_builder`` (the multi-GPU path) is excluded via the same
+``isinstance(builder, SingleGPUModelBuilder)`` check the transformer cache
+uses.
+
+EXCLUDED: PromptEncoder -- in API-encoding mode the fork's text-encoder
+patches return before any build, so caching buys nothing (future work for
+local-Gemma users); AudioConditioner -- unused by the fast video pipeline.
+
+EXPERIMENTAL: depends on the private surfaces ``ImageConditioner
+._encoder_builder/_dtype/_device``, ``VideoUpsampler._encoder_builder/
+_upsampler_builder``, ``VideoDecoder._decoder_builder``, ``AudioDecoder
+._decoder_builder/_vocoder_builder`` (+ each ``__call__`` body, incl. the
+vocoder's effective-dtype rule: fp32 on MPS, build dtype elsewhere) -- re-
+verify against ltx_pipelines.utils.blocks on rev bumps.
+
+Usage:
+    import services.patches.aux_block_cache  # noqa: F401
+"""
+
+from __future__ import annotations
+
+import gc
+import logging
+import os
+import threading
+from collections.abc import Callable, Iterator
+from dataclasses import dataclass, field
+from typing import TypeVar
+
+import torch
+
+from ltx_core.devices import synchronize_device
+from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_pipelines.utils import blocks as _blocks
+from ltx_pipelines.utils.blocks import (
+    AudioDecoder,
+    ImageConditioner,
+    VideoDecoder,
+    VideoUpsampler,
+)
+from ltx_pipelines.utils.helpers import cleanup_memory
+
+logger = logging.getLogger(__name__)
+
+_T = TypeVar("_T")
+_CacheKey = tuple[object, ...]
+
+_lock = threading.Lock()
+_enabled = os.environ.get("AUX_BLOCK_CACHE_ENABLED", "1") != "0"
+_streaming_enabled = False
+
+
+@dataclass
+class _Entry:
+    model: torch.nn.Module
+    in_use: int = field(default=0)
+
+
+_cache: dict[_CacheKey, _Entry] = {}
+
+
+def set_enabled(value: bool) -> None:
+    """Pushed alongside diffusion_stage_cache.set_enabled from the shared
+    Settings toggle at every generation start. Turning off evicts immediately."""
+    global _enabled
+    with _lock:
+        if not value:
+            _evict_locked()
+        _enabled = value
+
+
+def set_streaming_enabled(value: bool) -> None:
+    """Opted in by ltx2_server for streaming_models_loading only (same
+    load-bearing gate as the transformer cache). Env kill switch:
+    AUX_BLOCK_CACHE_STREAMING=0."""
+    global _streaming_enabled
+    effective = value and os.environ.get("AUX_BLOCK_CACHE_STREAMING", "1") != "0"
+    with _lock:
+        if not effective:
+            _evict_locked()
+        _streaming_enabled = effective
+    logger.info("[aux-block-cache] session cache %s", "enabled" if effective else "disabled")
+
+
+def _evict_locked() -> None:
+    busy = [key for key, entry in _cache.items() if entry.in_use > 0]
+    if busy:
+        raise RuntimeError(
+            "[aux-block-cache] evict requested while cached models are in use "
+            f"(mid-generation): {busy!r} -- overlapping generation detected."
+        )
+    if _cache:
+        synchronize_device()
+        gc.collect()
+        for entry in _cache.values():
+            entry.model.to("meta")
+        cleanup_memory()
+    _cache.clear()
+
+
+def evict() -> None:
+    """Free and drop all cached aux models.
+
+    Called by PipelinesHandler at the same unload/swap/image-load sites as
+    diffusion_stage_cache.evict(). Safe when empty; raises if any entry is
+    checked out (see _evict_locked)."""
+    with _lock:
+        _evict_locked()
+
+
+def _cacheable(builder: object, device: torch.device) -> bool:
+    return (
+        _enabled
+        and _streaming_enabled
+        and device.type == "cuda"  # MPS unified memory: resident aux competes with system RAM
+        and isinstance(builder, SingleGPUModelBuilder)  # excludes multi-GPU custom decoder builders
+    )
+
+
+def _key(builder: SingleGPUModelBuilder, dtype: torch.dtype, device: torch.device) -> _CacheKey:
+    # Content key in the transformer cache's style; dtype is the EFFECTIVE
+    # build dtype (the vocoder is fp32 on MPS). registry deliberately excluded
+    # (a caching layer, not content).
+    return (
+        builder.model_path,
+        builder.model_sd_ops,
+        builder.module_ops,
+        builder.loras,
+        type(builder).__name__,
+        dtype,
+        device,
+    )
+
+
+def _checkout(
+    builder: SingleGPUModelBuilder, dtype: torch.dtype, device: torch.device, kind: str
+) -> _Entry | None:
+    """Resolve-or-build and mark in use in ONE critical section (TOCTOU).
+
+    Returns None when the entry is already checked out (zombie/overlapping
+    generation) -- the caller must fall back to the original build-per-call
+    path rather than share a module across concurrent CUDA streams."""
+    key = _key(builder, dtype, device)
+    with _lock:
+        entry = _cache.get(key)
+        if entry is not None and entry.in_use > 0:
+            return None
+        if entry is None:
+            model = builder.build(device=device, dtype=dtype).eval()
+            entry = _Entry(model=model)
+            _cache[key] = entry
+            hit = False
+        else:
+            hit = True
+        entry.in_use += 1
+    logger.info("[aux-block-cache] %s %s", "reusing" if hit else "built + cached", kind)
+    return entry
+
+
+def _release(entry: _Entry) -> None:
+    with _lock:
+        entry.in_use = max(0, entry.in_use - 1)
+
+
+_orig_image_conditioner_call = ImageConditioner.__call__
+_orig_video_upsampler_call = VideoUpsampler.__call__
+_orig_video_decoder_call = VideoDecoder.__call__
+_orig_audio_decoder_call = AudioDecoder.__call__
+
+
+def _cached_image_conditioner_call(self: ImageConditioner, fn: Callable[..., _T]) -> _T:
+    if not _cacheable(self._encoder_builder, self._device):  # noqa: SLF001
+        return _orig_image_conditioner_call(self, fn)
+    entry = _checkout(self._encoder_builder, self._dtype, self._device, "vae_encoder")  # noqa: SLF001
+    if entry is None:
+        logger.warning("[aux-block-cache] vae_encoder in use (overlapping generation?) -- isolated build")
+        return _orig_image_conditioner_call(self, fn)
+    try:
+        return fn(entry.model)
+    finally:
+        _release(entry)
+
+
+def _cached_video_upsampler_call(self: VideoUpsampler, latent: torch.Tensor) -> torch.Tensor:
+    # All-or-nothing: never mix a cached half with a gpu_model-managed half.
+    if not (
+        _cacheable(self._encoder_builder, self._device)  # noqa: SLF001
+        and _cacheable(self._upsampler_builder, self._device)  # noqa: SLF001
+    ):
+        return _orig_video_upsampler_call(self, latent)
+    encoder = _checkout(self._encoder_builder, self._dtype, self._device, "vae_encoder")  # noqa: SLF001
+    if encoder is None:
+        logger.warning("[aux-block-cache] vae_encoder in use (overlapping generation?) -- isolated build")
+        return _orig_video_upsampler_call(self, latent)
+    try:
+        upsampler = _checkout(self._upsampler_builder, self._dtype, self._device, "upsampler")  # noqa: SLF001
+        if upsampler is None:
+            logger.warning("[aux-block-cache] upsampler in use (overlapping generation?) -- isolated build")
+            return _orig_video_upsampler_call(self, latent)
+        try:
+            return _blocks.upsample_video(
+                latent=latent, video_encoder=encoder.model, upsampler=upsampler.model
+            )
+        finally:
+            _release(upsampler)
+    finally:
+        _release(encoder)
+
+
+def _cached_video_decoder_call(
+    self: VideoDecoder,
+    latent: torch.Tensor,
+    tiling_config: object = None,
+    generator: torch.Generator | None = None,
+) -> Iterator[torch.Tensor]:
+    if not _cacheable(self._decoder_builder, self._device):  # noqa: SLF001
+        return _orig_video_decoder_call(self, latent, tiling_config, generator)  # type: ignore[arg-type]
+
+    def _decode() -> Iterator[torch.Tensor]:
+        # Checkout at first next(): a never-iterated generator must not leak in_use.
+        entry = _checkout(self._decoder_builder, self._dtype, self._device, "video_decoder")  # noqa: SLF001
+        if entry is None:
+            logger.warning("[aux-block-cache] video_decoder in use (overlapping generation?) -- isolated build")
+            yield from _orig_video_decoder_call(self, latent, tiling_config, generator)  # type: ignore[arg-type]
+            return
+        try:
+            # No gpu_model wrapper: its teardown would meta-swap the cached
+            # decoder. The finally runs on exhaustion AND GeneratorExit
+            # (cancel/abandon), mirroring upstream _cleanup_iter's semantics.
+            yield from entry.model.decode_video(latent, tiling_config, generator)  # type: ignore[operator]
+        finally:
+            _release(entry)
+            cleanup_memory()  # allocator trim only -- the model stays resident
+
+    return _decode()
+
+
+def _cached_audio_decoder_call(self: AudioDecoder, latent: torch.Tensor) -> object:
+    vocoder_dtype = torch.float32 if self._device.type == "mps" else self._dtype  # noqa: SLF001
+    if not (
+        _cacheable(self._decoder_builder, self._device)  # noqa: SLF001
+        and _cacheable(self._vocoder_builder, self._device)  # noqa: SLF001
+    ):
+        return _orig_audio_decoder_call(self, latent)
+    decoder = _checkout(self._decoder_builder, self._dtype, self._device, "audio_decoder")  # noqa: SLF001
+    if decoder is None:
+        logger.warning("[aux-block-cache] audio_decoder in use (overlapping generation?) -- isolated build")
+        return _orig_audio_decoder_call(self, latent)
+    try:
+        vocoder = _checkout(self._vocoder_builder, vocoder_dtype, self._device, "vocoder")  # noqa: SLF001
+        if vocoder is None:
+            logger.warning("[aux-block-cache] vocoder in use (overlapping generation?) -- isolated build")
+            return _orig_audio_decoder_call(self, latent)
+        try:
+            return _blocks.vae_decode_audio(latent, decoder.model, vocoder.model)
+        finally:
+            _release(vocoder)
+    finally:
+        _release(decoder)
+
+
+ImageConditioner.__call__ = _cached_image_conditioner_call  # type: ignore[method-assign]
+VideoUpsampler.__call__ = _cached_video_upsampler_call  # type: ignore[method-assign]
+VideoDecoder.__call__ = _cached_video_decoder_call  # type: ignore[method-assign]
+AudioDecoder.__call__ = _cached_audio_decoder_call  # type: ignore[method-assign]
diff --git a/backend/services/patches/fp8_sidecar_cache.py b/backend/services/patches/fp8_sidecar_cache.py
new file mode 100644
index 000000000..4a6968014
--- /dev/null
+++ b/backend/services/patches/fp8_sidecar_cache.py
@@ -0,0 +1,277 @@
+"""Monkey-patch (EXPERIMENTAL): fp8 sidecar disk cache for the streaming
+transformer's cold build.
+
+The once-per-session cold build of the 22B streaming transformer reads the
+~43GB bf16 checkpoint and fp8-casts every covered tensor during load
+(``StreamingModelBuilder._build_pinned_source`` -> ONE ``load_state_dict``
+call at block_streaming/builder.py:327 with the chained
+rename+FP8_CAST_PREQUANT_AWARE sd_ops). Measured on the RTX 3090 (E: SATA
+SSD): ~90-95s per cold build. This patch persists the POST-downcast block
+weights to a ~22GB sidecar safetensors file beside the checkpoint
+(``<stem>.fp8-blocks-cache.safetensors`` -- same next-to-the-model placement
+as Krea-2's ``_nf4_transformer_cache``); later cold builds identity-load the
+sidecar (~23GB read, zero cast compute, mmap via safetensors_loader_fix):
+target ~40s. The first-ever build pays a one-time synchronous write (~30-45s,
+clearly logged) -- a background writer would pin ~23GB of tensor refs alive
+alongside the 23GB pinned copy on a 64GB box, the exact RAM regime the fork's
+free-not-park divergence (FORK.md B2) exists to avoid; synchronous streaming
+from the mmap-backed StateDict costs near-zero extra RAM.
+
+SEAM: ``StreamingModelBuilder._build_pinned_source`` is patched (not
+``__init__``, not the loader class): it fires only on the CUDA pinned path
+(MPS DISK streaming uses ``_build_disk_source`` and never enters), and it
+sits beneath BOTH diffusion_stage_cache paths (the cache's miss-build and the
+cache-off ``_streaming_model`` path both funnel into ``build()``). The patch
+clones the builder (``copy.copy`` -- the builder's own ``with_*`` methods use
+the same cloning) and swaps in a wrapping ``StateDictLoader`` that intercepts
+only the ``...__blocks``-suffixed load; everything else (config metadata, key
+scan, non-block weights, LoRA files) still reads the ORIGINAL checkpoint.
+
+SIDECAR CONTENT CONTRACT:
+- Keys are POST-rename (``transformer_blocks.N....``) because the tee capture
+  happens on the loader's OUTPUT; the sidecar is therefore identity-loaded
+  (``sd_ops=None``), never passed back through the rename/downcast chain.
+- LoRA-FREE by construction: the capture point is the load_state_dict return
+  value, BEFORE ``fuse_lora_weights`` runs -- LoRA fusion re-runs on every
+  build against the sidecar tensors (cheap fp8 delta fuse), so LoRA changes
+  never invalidate the sidecar.
+- NEVER contains ``*_scale`` keys (asserted at write; the bf16 source has
+  none, and the prequant scale-fold is the one non-idempotent sd_op).
+
+INVALIDATION (all header-only reads -- 8-byte length + JSON header, the same
+technique as safetensors_metadata_fix; that module is NOT imported because
+its import has heavy side effects): stamp in the sidecar's ``__metadata__``
+must match the original checkpoint's resolved path + size + mtime_ns +
+``encrypted_wandb_properties``, the full sd_ops chain name, and the fp8
+downcast suffix list (imported from ltx_core.quantization.fp8_cast -- an
+upstream change to the cast set invalidates automatically). Additionally the
+sidecar's tensor key set must EQUAL the load's ``allowed_keys`` (catches
+config/layer-count drift and truncated files). Any validation or read
+failure: warn, delete the sidecar, fall back to the original checkpoint and
+rewrite. Any write failure (including disk-full): warn and continue -- the
+generation is never at risk. Writes are atomic (tmp file + ``os.replace``)
+with a free-space preflight, fixing the non-atomicity gap in the Krea-2
+pattern this is modeled on.
+
+Kill switch: env ``FP8_SIDECAR_CACHE=0``. Eligibility is structural
+otherwise: single-file checkpoint path, fp8 policy present in the sd_ops
+chain name (excludes Gemma's pinned streaming loads in local-encoding mode
+and unquantized bf16 builds, where a sidecar would be a same-size copy),
+CUDA available.
+
+EXPERIMENTAL: depends on ``StreamingModelBuilder._build_pinned_source``'s
+signature and its single ``load_state_dict(self.model_path, self.model_loader,
+...)`` call, ``_filtered_sd_ops``'s ``__blocks`` name suffix, the private
+``_model_loader`` attribute, and ``SDOps.name``/``allowed_keys`` -- re-verify
+against ltx_core.block_streaming.builder on rev bumps.
+
+Usage:
+    import services.patches.fp8_sidecar_cache  # noqa: F401
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import shutil
+import struct
+import time
+from copy import copy
+from pathlib import Path
+
+import torch
+
+from ltx_core.block_streaming.builder import StreamingModelBuilder
+from ltx_core.loader.primitives import StateDict, StateDictLoader
+from ltx_core.loader.sd_ops import SDOps
+from ltx_core.quantization.fp8_cast import _FP8_CAST_LINEAR_SUFFIXES  # noqa: PLC2701
+
+logger = logging.getLogger(__name__)
+
+_SIDECAR_SUFFIX = ".fp8-blocks-cache.safetensors"
+_SIDECAR_FORMAT = "1"
+_ENABLED = os.environ.get("FP8_SIDECAR_CACHE", "1") != "0"
+
+
+def _sidecar_path(checkpoint: str) -> Path:
+    p = Path(checkpoint)
+    return p.with_name(p.stem + _SIDECAR_SUFFIX)
+
+
+def _read_header(path: Path) -> tuple[dict[str, str], set[str]]:
+    """Header-only safetensors read: (__metadata__, tensor key set).
+
+    Same 8-byte-length + JSON-header technique as safetensors_metadata_fix's
+    ``_read_safetensors_metadata`` (duplicated on purpose -- importing that
+    patch module pulls in heavy side effects).
+    """
+    with open(path, "rb") as f:
+        (header_len,) = struct.unpack("<Q", f.read(8))
+        header = json.loads(f.read(header_len))
+    metadata = {str(k): str(v) for k, v in header.pop("__metadata__", {}).items()}
+    return metadata, set(header.keys())
+
+
+def _free_bytes(directory: Path) -> int:
+    """Module-level for test patchability."""
+    return shutil.disk_usage(directory).free
+
+
+def _stamp(checkpoint: str, sd_ops_name: str) -> dict[str, str]:
+    resolved = Path(checkpoint).resolve()
+    st = os.stat(resolved)
+    try:
+        original_meta, _ = _read_header(resolved)
+        model_id = original_meta.get("encrypted_wandb_properties", "")
+    except Exception:
+        model_id = ""
+    return {
+        "sidecar_format": _SIDECAR_FORMAT,
+        "original_path": str(resolved),
+        "original_size": str(st.st_size),
+        "original_mtime_ns": str(st.st_mtime_ns),
+        "original_model_id": model_id,
+        "sd_ops_chain": sd_ops_name,
+        "fp8_downcast_suffixes": json.dumps(list(_FP8_CAST_LINEAR_SUFFIXES)),
+    }
+
+
+def _valid(sidecar: Path, checkpoint: str, sd_ops: SDOps) -> bool:
+    """Validate the sidecar against the original + current transform identity.
+
+    Any failure deletes the sidecar (Krea-2 corrupted-cache precedent) so the
+    fallback build rewrites a fresh one.
+    """
+    try:
+        if not sidecar.exists():
+            return False
+        metadata, keys = _read_header(sidecar)
+        expected = _stamp(checkpoint, sd_ops.name)
+        for field, value in expected.items():
+            if metadata.get(field) != value:
+                logger.warning(
+                    "[fp8-sidecar] %s: stamp mismatch on %r (checkpoint changed or "
+                    "transform drifted) -- rebuilding from the original",
+                    sidecar.name,
+                    field,
+                )
+                raise ValueError(field)
+        if sd_ops.allowed_keys is None or keys != set(sd_ops.allowed_keys):
+            logger.warning(
+                "[fp8-sidecar] %s: tensor key set does not match the expected block "
+                "partition -- rebuilding from the original",
+                sidecar.name,
+            )
+            raise ValueError("key set")
+        if any(k.endswith("_scale") for k in keys):
+            raise ValueError("unexpected *_scale keys")
+        return True
+    except Exception:
+        try:
+            sidecar.unlink(missing_ok=True)
+            logger.warning("[fp8-sidecar] deleted invalid sidecar %s", sidecar)
+        except OSError:
+            logger.warning("[fp8-sidecar] could not delete invalid sidecar %s", sidecar, exc_info=True)
+        return False
+
+
+def _write_sidecar(sidecar: Path, checkpoint: str, sd_ops: SDOps, result: StateDict) -> None:
+    """Best-effort atomic write; never raises out (the generation must proceed)."""
+    tmp = sidecar.with_name(sidecar.name + f".tmp-{os.getpid()}")
+    try:
+        from safetensors.torch import save_file
+
+        tensors = {
+            key: (value if value.is_contiguous() else value.contiguous())
+            for key, value in result.sd.items()
+            if isinstance(value, torch.Tensor)
+        }
+        if len(tensors) != len(result.sd):
+            logger.warning("[fp8-sidecar] state dict contains non-tensor entries; skipping write")
+            return
+        if any(key.endswith("_scale") for key in tensors):
+            logger.warning("[fp8-sidecar] refusing to write *_scale keys (non-idempotent transform)")
+            return
+        estimated = sum(t.numel() * t.element_size() for t in tensors.values())
+        if _free_bytes(sidecar.parent) < estimated * 1.1:
+            logger.warning(
+                "[fp8-sidecar] skipping write: less than %.1f GB free next to the checkpoint",
+                estimated * 1.1 / 2**30,
+            )
+            return
+
+        start = time.time()
+        logger.info(
+            "[fp8-sidecar] writing %s (%.1f GB, one-time per checkpoint) ...",
+            sidecar.name,
+            estimated / 2**30,
+        )
+        save_file(tensors, str(tmp), metadata=_stamp(checkpoint, sd_ops.name))
+        os.replace(tmp, sidecar)
+        logger.info("[fp8-sidecar] wrote %s (%.1f GB) in %.1fs", sidecar.name, estimated / 2**30, time.time() - start)
+    except Exception:
+        logger.warning("[fp8-sidecar] write failed; continuing without a sidecar", exc_info=True)
+        try:
+            tmp.unlink(missing_ok=True)
+        except OSError:
+            pass
+
+
+class _SidecarLoader:
+    """StateDictLoader wrapper: serve/capture the ``__blocks`` load via the sidecar."""
+
+    def __init__(self, inner: StateDictLoader, checkpoint: str) -> None:
+        self._inner = inner
+        self._checkpoint = checkpoint
+
+    def metadata(self, path: str) -> dict:
+        return self._inner.metadata(path)
+
+    def load(
+        self,
+        path: str | list[str],
+        sd_ops: SDOps | None = None,
+        device: torch.device | None = None,
+    ) -> StateDict:
+        if sd_ops is None or not sd_ops.name.endswith("__blocks") or sd_ops.allowed_keys is None:
+            return self._inner.load(path, sd_ops=sd_ops, device=device)
+
+        sidecar = _sidecar_path(self._checkpoint)
+        if _valid(sidecar, self._checkpoint, sd_ops):
+            logger.info(
+                "[fp8-sidecar] loading pre-downcast block weights from %s (skips the "
+                "43GB bf16 read + fp8 cast)",
+                sidecar.name,
+            )
+            # Identity load: keys are already post-rename, dtypes post-downcast.
+            return self._inner.load(str(sidecar), sd_ops=None, device=device)
+
+        result = self._inner.load(path, sd_ops=sd_ops, device=device)
+        _write_sidecar(sidecar, self._checkpoint, sd_ops, result)
+        return result
+
+
+def _eligible(builder: StreamingModelBuilder) -> bool:
+    return (
+        _ENABLED
+        and isinstance(builder.model_path, str)
+        and builder.model_sd_ops is not None
+        and "FP8_CAST_PREQUANT_AWARE" in builder.model_sd_ops.name
+        and torch.cuda.is_available()
+    )
+
+
+_orig_build_pinned_source = StreamingModelBuilder._build_pinned_source  # noqa: SLF001
+
+
+def _patched_build_pinned_source(self: StreamingModelBuilder, *args: object, **kwargs: object) -> object:
+    if not _eligible(self):
+        return _orig_build_pinned_source(self, *args, **kwargs)  # type: ignore[arg-type]
+    # copy.copy mirrors the builder's own with_* cloning; only the loader differs.
+    clone = copy(self)
+    clone._model_loader = _SidecarLoader(self.model_loader, str(self.model_path))  # noqa: SLF001
+    return _orig_build_pinned_source(clone, *args, **kwargs)  # type: ignore[arg-type]
+
+
+StreamingModelBuilder._build_pinned_source = _patched_build_pinned_source  # type: ignore[method-assign]  # noqa: SLF001
diff --git a/backend/tests/test_aux_block_cache.py b/backend/tests/test_aux_block_cache.py
new file mode 100644
index 000000000..0727d28a5
--- /dev/null
+++ b/backend/tests/test_aux_block_cache.py
@@ -0,0 +1,258 @@
+"""Tests for the aux_block_cache patch.
+
+Mirrors test_diffusion_stage_cache.py conventions: real (cheap, side-effect-
+free) SingleGPUModelBuilder instances as data holders, duck-typed fake blocks
+exercising the module's internals and patched callables directly, no mock
+library, no GPU. The patched class methods are exercised through fake `self`
+objects duck-typing only the private surface the patch reads.
+"""
+
+from __future__ import annotations
+
+import pytest
+import torch
+
+from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from services.patches import aux_block_cache as abc_
+
+
+class _FakeModel(torch.nn.Module):
+    def __init__(self) -> None:
+        super().__init__()
+        self.events: list[str] = []
+
+    def to(self, device: str) -> "_FakeModel":  # type: ignore[override]
+        self.events.append(f"to:{device}")
+        return self
+
+    def eval(self) -> "_FakeModel":
+        return self
+
+    def decode_video(self, latent: object, tiling_config: object, generator: object):
+        yield "chunk-0"
+        yield "chunk-1"
+
+
+class _FakeBuilder(SingleGPUModelBuilder):
+    def __init__(self, model_path: str, loras: tuple[object, ...] = ()) -> None:
+        super().__init__(model_class_configurator=object, model_path=model_path, loras=loras)  # type: ignore[arg-type]
+        self.build_count = 0
+        self.built: list[_FakeModel] = []
+
+    def build(self, *args: object, **kwargs: object) -> _FakeModel:  # type: ignore[override]
+        self.build_count += 1
+        model = _FakeModel()
+        self.built.append(model)
+        return model
+
+
+_CUDA = torch.device("cuda:0")
+
+
+class _FakeImageConditioner:
+    __call__ = abc_._cached_image_conditioner_call
+
+    def __init__(self, builder: _FakeBuilder, device: torch.device = _CUDA) -> None:
+        self._encoder_builder = builder
+        self._dtype = torch.bfloat16
+        self._device = device
+
+
+class _FakeVideoDecoder:
+    __call__ = abc_._cached_video_decoder_call
+
+    def __init__(self, builder: object, device: torch.device = _CUDA) -> None:
+        self._decoder_builder = builder
+        self._dtype = torch.bfloat16
+        self._device = device
+        self.orig_calls = 0
+
+
+@pytest.fixture(autouse=True)
+def _reset_cache_state():
+    abc_.set_enabled(True)
+    abc_.set_streaming_enabled(True)
+    abc_.evict()
+    yield
+    abc_.set_enabled(True)
+    abc_.set_streaming_enabled(False)
+    abc_.evict()
+
+
+def test_hit_reuses_model_across_block_instances() -> None:
+    builder = _FakeBuilder("ckpt.safetensors")
+    cond_1 = _FakeImageConditioner(builder)
+    cond_2 = _FakeImageConditioner(builder)
+
+    out_1 = cond_1(lambda m: m)
+    out_2 = cond_2(lambda m: m)
+
+    assert builder.build_count == 1, "second call must reuse the cached build"
+    assert out_1 is out_2
+    assert abc_._cache and next(iter(abc_._cache.values())).in_use == 0
+
+
+def test_identical_content_shares_one_entry() -> None:
+    """ImageConditioner's and VideoUpsampler's encoder builders have identical
+    content -> one shared entry (modeled with two same-content builders)."""
+    builder_a = _FakeBuilder("ckpt.safetensors")
+    builder_b = _FakeBuilder("ckpt.safetensors")
+
+    _FakeImageConditioner(builder_a)(lambda m: m)
+    _FakeImageConditioner(builder_b)(lambda m: m)
+
+    assert len(abc_._cache) == 1, "identical builder content must share one cache entry"
+    assert builder_a.build_count + builder_b.build_count == 1
+
+
+def test_multi_slot_two_checkpoints_coexist() -> None:
+    builder_a = _FakeBuilder("a.safetensors")
+    builder_b = _FakeBuilder("b.safetensors")
+
+    _FakeImageConditioner(builder_a)(lambda m: m)
+    _FakeImageConditioner(builder_b)(lambda m: m)
+
+    assert len(abc_._cache) == 2
+    assert builder_a.built[0].events == [], "multi-slot cache must not cross-evict"
+
+
+@pytest.mark.parametrize(
+    "setup_gate",
+    [
+        lambda: abc_.set_enabled(False),
+        lambda: abc_.set_streaming_enabled(False),
+    ],
+    ids=["disabled", "streaming-off"],
+)
+def test_gates_delegate_to_original(monkeypatch: pytest.MonkeyPatch, setup_gate) -> None:
+    orig_calls: list[object] = []
+    monkeypatch.setattr(abc_, "_orig_image_conditioner_call", lambda self, fn: orig_calls.append(self))
+    setup_gate()
+    builder = _FakeBuilder("ckpt.safetensors")
+    cond = _FakeImageConditioner(builder)
+
+    cond(lambda m: m)
+
+    assert orig_calls == [cond], "gated-off call must delegate to the original"
+    assert builder.build_count == 0
+    assert not abc_._cache
+
+
+def test_non_cuda_device_and_non_single_gpu_builder_delegate(monkeypatch: pytest.MonkeyPatch) -> None:
+    orig_calls: list[str] = []
+    monkeypatch.setattr(abc_, "_orig_image_conditioner_call", lambda self, fn: orig_calls.append("ic"))
+    monkeypatch.setattr(
+        abc_, "_orig_video_decoder_call", lambda self, latent, tc, gen: iter(orig_calls.append("vd") or [])
+    )
+
+    _FakeImageConditioner(_FakeBuilder("ckpt.safetensors"), device=torch.device("mps"))(lambda m: m)
+
+    class _CustomBuilder:  # multi-GPU style, not a SingleGPUModelBuilder
+        pass
+
+    list(_FakeVideoDecoder(_CustomBuilder())("latent"))
+
+    assert orig_calls == ["ic", "vd"]
+    assert not abc_._cache
+
+
+def test_effective_dtype_keys_differ() -> None:
+    builder = _FakeBuilder("ckpt.safetensors")
+    key_bf16 = abc_._key(builder, torch.bfloat16, _CUDA)
+    key_fp32 = abc_._key(builder, torch.float32, _CUDA)
+    assert key_bf16 != key_fp32, "vocoder's effective dtype must produce a distinct key"
+
+
+def test_evict_frees_all_and_clears() -> None:
+    builder_a = _FakeBuilder("a.safetensors")
+    builder_b = _FakeBuilder("b.safetensors")
+    _FakeImageConditioner(builder_a)(lambda m: m)
+    _FakeImageConditioner(builder_b)(lambda m: m)
+
+    abc_.evict()
+
+    assert builder_a.built[0].events == ["to:meta"]
+    assert builder_b.built[0].events == ["to:meta"]
+    assert not abc_._cache
+    abc_.evict()  # safe when empty
+
+
+def test_evict_raises_while_checked_out() -> None:
+    builder = _FakeBuilder("ckpt.safetensors")
+    cond = _FakeImageConditioner(builder)
+
+    def _inside(model: object) -> object:
+        with pytest.raises(RuntimeError, match="in use"):
+            abc_.evict()
+        assert builder.built[0].events == [], "model must NOT be freed while checked out"
+        return model
+
+    cond(_inside)
+    abc_.evict()  # released -> eviction succeeds
+    assert builder.built[0].events == ["to:meta"]
+
+
+def test_in_use_bypass_delegates_and_preserves_entry(monkeypatch: pytest.MonkeyPatch) -> None:
+    orig_calls: list[object] = []
+    monkeypatch.setattr(abc_, "_orig_image_conditioner_call", lambda self, fn: orig_calls.append(self))
+    builder = _FakeBuilder("ckpt.safetensors")
+    outer = _FakeImageConditioner(builder)
+    inner = _FakeImageConditioner(builder)
+
+    def _nested(model: object) -> object:
+        inner(lambda m: m)  # same entry currently checked out -> must bypass
+        return model
+
+    outer(_nested)
+
+    assert orig_calls == [inner], "concurrent checkout must delegate to the original"
+    assert builder.build_count == 1, "cached model must not be rebuilt or shared"
+    assert len(abc_._cache) == 1 and next(iter(abc_._cache.values())).in_use == 0
+
+
+def test_video_decoder_iterator_lifecycle() -> None:
+    builder = _FakeBuilder("ckpt.safetensors")
+    decoder_block = _FakeVideoDecoder(builder)
+
+    # (a) never-started iterator leaves no checkout
+    _unused = decoder_block("latent")
+    assert builder.build_count == 0, "checkout must happen at first next(), not at call"
+    assert all(e.in_use == 0 for e in abc_._cache.values())
+
+    # (b) full consumption releases
+    chunks = list(decoder_block("latent"))
+    assert chunks == ["chunk-0", "chunk-1"]
+    assert builder.build_count == 1
+    assert next(iter(abc_._cache.values())).in_use == 0
+
+    # (c) close() after first next() releases (GeneratorExit path)
+    it = decoder_block("latent")
+    assert next(it) == "chunk-0"
+    assert next(iter(abc_._cache.values())).in_use == 1
+    it.close()
+    assert next(iter(abc_._cache.values())).in_use == 0
+    assert builder.build_count == 1, "reuse across iterators"
+    assert builder.built[0].events == [], "cached decoder must never be meta-swapped by the iterator"
+
+
+def test_set_enabled_false_evicts_and_delegates(monkeypatch: pytest.MonkeyPatch) -> None:
+    builder = _FakeBuilder("ckpt.safetensors")
+    _FakeImageConditioner(builder)(lambda m: m)
+    assert abc_._cache
+
+    abc_.set_enabled(False)
+
+    assert not abc_._cache
+    assert builder.built[0].events == ["to:meta"]
+    orig_calls: list[object] = []
+    monkeypatch.setattr(abc_, "_orig_image_conditioner_call", lambda self, fn: orig_calls.append(self))
+    _FakeImageConditioner(builder)(lambda m: m)
+    assert len(orig_calls) == 1
+
+
+def test_key_self_check() -> None:
+    a = ("ckpt", None, (), (), "SingleGPUModelBuilder", torch.bfloat16, _CUDA)
+    b = ("ckpt", None, (), (), "SingleGPUModelBuilder", torch.bfloat16, _CUDA)
+    c = ("ckpt", None, (), (), "SingleGPUModelBuilder", torch.float32, _CUDA)
+    assert a == b
+    assert a != c
diff --git a/backend/tests/test_fp8_sidecar_cache.py b/backend/tests/test_fp8_sidecar_cache.py
new file mode 100644
index 000000000..e617e7331
--- /dev/null
+++ b/backend/tests/test_fp8_sidecar_cache.py
@@ -0,0 +1,236 @@
+"""Tests for the fp8_sidecar_cache patch.
+
+Uses small real safetensors files (bf16 + float8_e4m3fn tensors) in tmp_path and
+a recording fake inner loader implementing the StateDictLoader protocol -- no
+GPU, no mock library. The patched StreamingModelBuilder._build_pinned_source is
+not exercised end-to-end (it needs a real meta model); the loader wrapper and
+the eligibility gate carry the behavior and are tested directly.
+"""
+
+from __future__ import annotations
+
+import json
+import os
+from pathlib import Path
+
+import pytest
+import torch
+from safetensors.torch import save_file
+
+from ltx_core.loader.primitives import StateDict
+from ltx_core.loader.sd_ops import SDOps
+from services.patches import fp8_sidecar_cache as fsc
+
+
+def _block_tensors() -> dict[str, torch.Tensor]:
+    return {
+        "transformer_blocks.0.attn1.to_q.weight": torch.zeros(4, 4, dtype=torch.float8_e4m3fn),
+        "transformer_blocks.0.norm1.weight": torch.ones(4, dtype=torch.bfloat16),
+        "transformer_blocks.1.attn1.to_q.weight": torch.zeros(4, 4, dtype=torch.float8_e4m3fn),
+    }
+
+
+def _blocks_sd_ops(keys: frozenset[str]) -> SDOps:
+    return SDOps(name="sd_ops_chain_LTXV+FP8_CAST_PREQUANT_AWARE__blocks", allowed_keys=keys)
+
+
+def _write_checkpoint(path: Path, model_id: str = "wandb-abc") -> None:
+    # The "original" 43GB checkpoint stand-in: content irrelevant, only its
+    # header metadata + stat identity are read by the sidecar machinery.
+    save_file(
+        {"model.diffusion_model.transformer_blocks.0.attn1.to_q.weight": torch.zeros(2, dtype=torch.bfloat16)},
+        str(path),
+        metadata={"encrypted_wandb_properties": model_id},
+    )
+
+
+class _FakeInnerLoader:
+    """Records load calls; serves 'original' loads from a fixed tensor dict and
+    sidecar identity-loads from the actual sidecar file."""
+
+    def __init__(self, original_tensors: dict[str, torch.Tensor]) -> None:
+        self._original = original_tensors
+        self.calls: list[tuple[str, str | None]] = []  # (path, sd_ops name)
+
+    def metadata(self, path: str) -> dict:
+        return {}
+
+    def load(self, path, sd_ops=None, device=None) -> StateDict:  # noqa: ANN001
+        path_str = path if isinstance(path, str) else path[0]
+        self.calls.append((path_str, sd_ops.name if sd_ops is not None else None))
+        if sd_ops is None:
+            # Identity load of the sidecar file itself.
+            from safetensors.torch import load_file
+
+            tensors = load_file(path_str)
+        else:
+            tensors = dict(self._original)
+        return StateDict(
+            sd=tensors,
+            device=torch.device("cpu"),
+            size=sum(t.numel() * t.element_size() for t in tensors.values()),
+            dtype={t.dtype for t in tensors.values()},
+        )
+
+
+@pytest.fixture()
+def setup(tmp_path: Path):
+    checkpoint = tmp_path / "model-1.1.safetensors"
+    _write_checkpoint(checkpoint)
+    tensors = _block_tensors()
+    inner = _FakeInnerLoader(tensors)
+    loader = fsc._SidecarLoader(inner, str(checkpoint))
+    sd_ops = _blocks_sd_ops(frozenset(tensors))
+    return checkpoint, tensors, inner, loader, sd_ops
+
+
+def test_miss_delegates_writes_sidecar_then_hits(setup) -> None:
+    checkpoint, tensors, inner, loader, sd_ops = setup
+    sidecar = fsc._sidecar_path(str(checkpoint))
+
+    first = loader.load(str(checkpoint), sd_ops=sd_ops, device=torch.device("cpu"))
+
+    assert inner.calls == [(str(checkpoint), sd_ops.name)], "miss must delegate with the ORIGINAL sd_ops"
+    assert sidecar.exists(), "miss must write the sidecar"
+    assert not list(sidecar.parent.glob("*.tmp-*")), "atomic write must leave no tmp residue"
+    metadata, keys = fsc._read_header(sidecar)
+    assert metadata["sidecar_format"] == fsc._SIDECAR_FORMAT
+    assert metadata["original_model_id"] == "wandb-abc"
+    assert metadata["sd_ops_chain"] == sd_ops.name
+    assert keys == set(tensors)
+
+    second = loader.load(str(checkpoint), sd_ops=sd_ops, device=torch.device("cpu"))
+
+    assert inner.calls[-1] == (str(sidecar), None), "hit must identity-load the sidecar (sd_ops=None)"
+    for key, tensor in first.sd.items():
+        assert second.sd[key].dtype == tensor.dtype, f"dtype must round-trip for {key}"
+        assert torch.equal(second.sd[key].view(torch.uint8), tensor.view(torch.uint8))
+
+
+def test_non_blocks_and_none_sd_ops_pass_through(setup) -> None:
+    checkpoint, tensors, inner, loader, _ = setup
+    other = SDOps(name="sd_ops_chain_LTXV+FP8_CAST_PREQUANT_AWARE__non_block", allowed_keys=frozenset(tensors))
+
+    loader.load(str(checkpoint), sd_ops=other)
+    loader.load(str(checkpoint), sd_ops=None)
+
+    assert not fsc._sidecar_path(str(checkpoint)).exists(), "only __blocks loads are intercepted"
+    assert [name for _, name in inner.calls] == [other.name, None]
+
+
+@pytest.mark.parametrize(
+    "mutate",
+    [
+        # +1s, not +1ns: NTFS stores timestamps in 100ns ticks, a sub-tick bump rounds away.
+        lambda cp: os.utime(cp, ns=(os.stat(cp).st_atime_ns, os.stat(cp).st_mtime_ns + 1_000_000_000)),
+        lambda cp: _write_checkpoint(cp, model_id="wandb-DIFFERENT"),  # content/id + size/mtime change
+    ],
+    ids=["mtime", "model-id"],
+)
+def test_stamp_mismatch_invalidates_deletes_and_rebuilds(setup, mutate) -> None:
+    checkpoint, _tensors, inner, loader, sd_ops = setup
+    loader.load(str(checkpoint), sd_ops=sd_ops)
+    sidecar = fsc._sidecar_path(str(checkpoint))
+    assert sidecar.exists()
+
+    mutate(checkpoint)
+    loader.load(str(checkpoint), sd_ops=sd_ops)
+
+    assert inner.calls[-1] == (str(checkpoint), sd_ops.name), "invalid sidecar must fall back to the original"
+    assert sidecar.exists(), "fallback must rewrite a fresh sidecar"
+    metadata, _ = fsc._read_header(sidecar)
+    assert metadata["original_mtime_ns"] == str(os.stat(checkpoint).st_mtime_ns), "rewritten stamp must be current"
+
+
+def test_key_set_mismatch_invalidates(setup) -> None:
+    checkpoint, tensors, inner, loader, sd_ops = setup
+    loader.load(str(checkpoint), sd_ops=sd_ops)
+
+    # Same stamp, different expected partition (e.g. layer-count drift).
+    smaller = _blocks_sd_ops(frozenset(list(tensors)[:1]))
+    loader.load(str(checkpoint), sd_ops=smaller)
+
+    assert inner.calls[-1] == (str(checkpoint), smaller.name), "key-set mismatch must fall back"
+
+
+def test_corrupted_sidecar_deleted_and_rebuilt(setup) -> None:
+    checkpoint, _tensors, inner, loader, sd_ops = setup
+    loader.load(str(checkpoint), sd_ops=sd_ops)
+    sidecar = fsc._sidecar_path(str(checkpoint))
+    sidecar.write_bytes(b"\x00" * 16)  # garbage header
+
+    loader.load(str(checkpoint), sd_ops=sd_ops)
+
+    assert inner.calls[-1] == (str(checkpoint), sd_ops.name)
+    metadata, _ = fsc._read_header(sidecar)
+    assert metadata["sidecar_format"] == fsc._SIDECAR_FORMAT, "corrupt sidecar must be replaced by a valid one"
+
+
+def test_write_skipped_when_disk_space_low(setup, monkeypatch: pytest.MonkeyPatch) -> None:
+    checkpoint, _tensors, inner, loader, sd_ops = setup
+    monkeypatch.setattr(fsc, "_free_bytes", lambda _dir: 0)
+
+    result = loader.load(str(checkpoint), sd_ops=sd_ops)
+
+    assert result.sd, "the delegated load result must still be returned"
+    assert not fsc._sidecar_path(str(checkpoint)).exists(), "preflight must skip the write"
+    assert not list(checkpoint.parent.glob("*.tmp-*"))
+
+
+def test_write_failure_is_swallowed(setup, monkeypatch: pytest.MonkeyPatch) -> None:
+    checkpoint, _tensors, _inner, loader, sd_ops = setup
+
+    def _boom(*_a: object, **_k: object) -> None:
+        raise OSError("disk detached")
+
+    monkeypatch.setattr(fsc, "_stamp", _boom)
+
+    result = loader.load(str(checkpoint), sd_ops=sd_ops)
+
+    assert result.sd, "write failure must never break the load"
+    assert not fsc._sidecar_path(str(checkpoint)).exists()
+    assert not list(checkpoint.parent.glob("*.tmp-*")), "failed write must clean up its tmp file"
+
+
+def test_scale_keys_refused_on_write_and_read(setup) -> None:
+    checkpoint, tensors, inner, loader, _ = setup
+    scale_tensors = {**tensors, "transformer_blocks.0.attn1.to_q.weight_scale": torch.ones(1)}
+    inner_with_scales = _FakeInnerLoader(scale_tensors)
+    loader2 = fsc._SidecarLoader(inner_with_scales, str(checkpoint))
+    sd_ops = _blocks_sd_ops(frozenset(scale_tensors))
+
+    loader2.load(str(checkpoint), sd_ops=sd_ops)
+    assert not fsc._sidecar_path(str(checkpoint)).exists(), "write must refuse *_scale keys"
+
+    # Hand-built sidecar containing a scale key must be rejected on read.
+    sidecar = fsc._sidecar_path(str(checkpoint))
+    save_file(scale_tensors, str(sidecar), metadata=fsc._stamp(str(checkpoint), sd_ops.name))
+    assert fsc._valid(sidecar, str(checkpoint), sd_ops) is False
+    assert not sidecar.exists(), "invalid sidecar must be deleted"
+
+
+def test_eligibility_gate() -> None:
+    class _FakeBuilder:
+        model_path: object = "ckpt.safetensors"
+        model_sd_ops: SDOps | None = SDOps(name="LTXV+FP8_CAST_PREQUANT_AWARE")
+
+    builder = _FakeBuilder()
+    cuda = torch.cuda.is_available()
+
+    assert fsc._eligible(builder) is cuda  # type: ignore[arg-type]
+
+    builder.model_path = ("a.safetensors", "b.safetensors")
+    assert fsc._eligible(builder) is False, "sharded checkpoints are not eligible"  # type: ignore[arg-type]
+
+    builder.model_path = "ckpt.safetensors"
+    builder.model_sd_ops = SDOps(name="GEMMA_LLM_KEY_OPS")
+    assert fsc._eligible(builder) is False, "non-fp8 chains (e.g. Gemma) are not eligible"  # type: ignore[arg-type]
+
+    builder.model_sd_ops = None
+    assert fsc._eligible(builder) is False  # type: ignore[arg-type]
+
+
+def test_sidecar_path_naming() -> None:
+    p = fsc._sidecar_path(r"E:\models\ltx-2.3-22b-distilled-1.1.safetensors")
+    assert p.name == "ltx-2.3-22b-distilled-1.1.fp8-blocks-cache.safetensors"
+    assert str(p.parent).endswith("models")
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 5b96c67ff..005a50cf0 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -645,7 +645,8 @@ export function SettingsModal({ isOpen, onClose, initialTab }: SettingsModalProp
                   description={<>Keeps the built transformer resident instead of reloading it from disk on every
                     stage. On 32GB+ cards it stays in VRAM for the generation; on 24GB cards it stays in
                     system RAM (~23GB pinned) for the whole session, so repeat generations skip the model
-                    load entirely. <span className="text-orange-400">Experimental:</span> turn off if other
+                    load entirely. Also keeps the small VAE/upsampler/audio models warm between generations
+                    (~2-4GB VRAM). <span className="text-orange-400">Experimental:</span> turn off if other
                     apps need the RAM back.</>}
                   enabled={settings.diffusionStageCacheEnabled}
                   onToggle={handleToggleDiffusionStageCache}

From 60d0e31c2a3f78180f9c9df4a092ff9bbd6c528b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 14:23:42 -0400
Subject: [PATCH 062/117] feat(gpm): performance UX punch list - spellcheck,
 save/persist, emotions, expandable prompt

Six real-world-use improvements:

- Spellcheck suggestions: extend the edit context menu (menu.ts) with
  Chromium's dictionarySuggestions + "Add to Dictionary" for the
  misspelled word under the cursor; set en-US spellchecker language;
  enable spellCheck on the main prompt box.
- Save Performances: mirror the Save Workflows pattern (name / Save /
  Load / Delete, IndexedDB via loadPerformances/savePerformances).
- Persist the working performance: the dock unmounts on close, wiping
  in-memory state (reset to first emotion, empty prompt). Autosave the
  working PerfState and rehydrate on mount - survives close/reopen and
  restart. Hydrate-before-autosave guard prevents the default clobbering
  the stored value.
- Alphabetize the emotion list via a derived sorted export (source stays
  append-only, so no risky hand-reordering).
- Add two emotion families: Content and Evil (full V/A + FACS +
  anatomical/performance waypoints + default dialogue).
- Expandable prompt box: resize-y drag handle (70px -> 60vh) instead of
  a fixed 70px scroll box.

Persistence safeguard: saved + working performances reference the family
by NAME (familyIndexByName resolves on load), so alphabetizing or adding
emotions can never silently repoint them.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/menu.ts                             | 37 +++++++-
 frontend/components/gpm/PromptManagerPro.tsx | 93 ++++++++++++++++++--
 frontend/components/gpm/gpm-storage.ts       | 43 +++++++++
 frontend/gpm-core/performance.ts             | 31 ++++++-
 frontend/views/GenSpace.tsx                  |  4 +-
 5 files changed, 199 insertions(+), 9 deletions(-)

diff --git a/electron/menu.ts b/electron/menu.ts
index b70b1ab8f..6aba4e814 100644
--- a/electron/menu.ts
+++ b/electron/menu.ts
@@ -48,11 +48,42 @@ export function createAppMenu(window: BrowserWindow): void {
  * on every right-click with everything needed to build one (isEditable,
  * per-action editFlags), so no renderer/preload changes are required. */
 export function registerEditContextMenu(window: BrowserWindow): void {
+  // Ensure the spellchecker has a language so `context-menu` params carry
+  // misspelledWord + dictionarySuggestions. No-op / harmless on macOS, which
+  // uses the OS spellchecker and ignores an explicit language list.
+  try {
+    window.webContents.session.setSpellCheckerLanguages(['en-US'])
+  } catch {
+    // Some platforms reject an explicit list; the default language still works.
+  }
+
   window.webContents.on('context-menu', (_event, params) => {
     if (!params.isEditable) return
 
     const { editFlags } = params
-    Menu.buildFromTemplate([
+    const template: MenuItemConstructorOptions[] = []
+
+    // Spelling suggestions for a misspelled word under the cursor come first,
+    // then "Add to Dictionary", then the standard edit actions.
+    if (params.misspelledWord) {
+      if (params.dictionarySuggestions.length > 0) {
+        for (const suggestion of params.dictionarySuggestions) {
+          template.push({ label: suggestion, click: () => window.webContents.replaceMisspelling(suggestion) })
+        }
+      } else {
+        template.push({ label: 'No spelling suggestions', enabled: false })
+      }
+      template.push(
+        { type: 'separator' },
+        {
+          label: 'Add to Dictionary',
+          click: () => window.webContents.session.addWordToSpellCheckerDictionary(params.misspelledWord),
+        },
+        { type: 'separator' },
+      )
+    }
+
+    template.push(
       { role: 'undo', enabled: editFlags.canUndo },
       { role: 'redo', enabled: editFlags.canRedo },
       { type: 'separator' },
@@ -61,6 +92,8 @@ export function registerEditContextMenu(window: BrowserWindow): void {
       { role: 'paste', enabled: editFlags.canPaste },
       { type: 'separator' },
       { role: 'selectAll', enabled: editFlags.canSelectAll },
-    ]).popup()
+    )
+
+    Menu.buildFromTemplate(template).popup()
   })
 }
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 6cd1c1056..0a709886f 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -12,7 +12,7 @@ import {
   Layers, Maximize2, Minimize2, Pencil, Plus, RotateCcw, Save, Search, Send, Trash2, Upload, Wand2, X,
 } from 'lucide-react'
 import {
-  PERF_FAMILIES, assemblePerformance, perfLabel, defaultDialogueForFamily, type PerfDelivery,
+  PERF_FAMILIES, assemblePerformance, perfLabel, defaultDialogueForFamily, familyIndexByName, type PerfDelivery,
   SHOT_PRESETS, SHOT_ANCHORS, buildShotPrompt, type ShotState,
   CAM_CATS, filterCameraCards, type CameraCategory,
   WF_ROLES, buildWorkflowPrompt, type WfState, type WfRole,
@@ -24,6 +24,7 @@ import {
   loadImages, putImage, deleteImage, exportBackup, importBackup, parseBackup,
   loadAllPromptThumbs, deletePromptThumb,
   type GpmWorkflow, loadWorkflows, saveWorkflows,
+  type GpmPerformance, loadPerformances, savePerformances, loadWorkingPerf, saveWorkingPerf,
   type GpmPanorama, loadPanoramas, putPanorama, deletePanorama, MAX_PANORAMAS,
 } from './gpm-storage'
 import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './gpm-image-file'
@@ -211,12 +212,38 @@ function ActionRow({
 
 /* ---- Performance Studio --------------------------------------------------- */
 function PerformancePanel({
-  perf, setPerf, ctl, onCopy, onInject,
+  perf, setPerf, ctl, onCopy, onInject, flash,
 }: {
   perf: PerfState; setPerf: React.Dispatch<React.SetStateAction<PerfState>>
-  ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void
+  ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void; flash: (m: string) => void
 }) {
   const up = <K extends keyof PerfState>(k: K, v: PerfState[K]) => setPerf((p) => ({ ...p, [k]: v }))
+
+  // Saved performances (persisted in IndexedDB, mirroring saved Workflows).
+  const [savedPerfs, setSavedPerfs] = useState<GpmPerformance[]>([])
+  const [perfName, setPerfName] = useState('')
+  useEffect(() => { void loadPerformances().then(setSavedPerfs) }, [])
+  const persistPerfs = (list: GpmPerformance[]) => { setSavedPerfs(list); void savePerformances(list) }
+  const saveCurrentPerf = () => {
+    const fam = PERF_FAMILIES[perf.familyIndex]
+    const name = perfName.trim() || fam?.family || 'Untitled Performance'
+    const rec: GpmPerformance = {
+      id: gpmId(), name, updatedAt: Date.now(),
+      family: fam?.family ?? '', intensity: perf.intensity, asymmetry: perf.asymmetry,
+      dialogue: perf.dialogue, delivery: perf.delivery, dialogueAuto: perf.dialogueAuto,
+    }
+    persistPerfs([rec, ...savedPerfs])
+    setPerfName('')
+    flash(`Saved "${name}"`)
+  }
+  const loadPerf = (p: GpmPerformance) => {
+    setPerf({
+      familyIndex: familyIndexByName(p.family), intensity: p.intensity, asymmetry: p.asymmetry,
+      dialogue: p.dialogue, delivery: p.delivery as PerfDelivery, dialogueAuto: p.dialogueAuto,
+    })
+    flash(`Loaded "${p.name}"`)
+  }
+  const deletePerf = (id: string) => persistPerfs(savedPerfs.filter((p) => p.id !== id))
   // Mirrors the extension: the dialogue box shows the family's default as a
   // placeholder (not a real value) until clicked; if the box is still empty,
   // the assembled prompt falls back to the placeholder text too.
@@ -247,7 +274,7 @@ function PerformancePanel({
   return (
     <div>
       <p className="text-[11px] mb-3" style={{ color: C.muted }}>
-        24 emotion families with intensity, asymmetry, dialogue, and delivery pacing
+        {PERF_FAMILIES.length} emotion families with intensity, asymmetry, dialogue, and delivery pacing
       </p>
       <Section id="perf-controls" title="Controls" ctl={ctl}>
         <Label>Emotion Family</Label>
@@ -319,6 +346,39 @@ function PerformancePanel({
         </div>
       </Section>
       <ActionRow text={perfOut.text} onCopy={onCopy} onInject={onInject} />
+
+      <Section id="perf-saved" title={`Saved Performances (${savedPerfs.length})`} ctl={ctl}>
+        <div className="flex gap-2 mb-3">
+          <input
+            value={perfName} onChange={(e) => setPerfName(e.target.value)}
+            placeholder={`${PERF_FAMILIES[perf.familyIndex]?.family ?? 'Performance'} name…`}
+            className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none"
+            style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}
+          />
+          <button onClick={saveCurrentPerf} className="flex items-center gap-1 rounded-md px-3 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}>
+            <Save size={13} />Save
+          </button>
+        </div>
+        {savedPerfs.length === 0 && <p className="text-[11px]" style={{ color: C.faint }}>No saved performances yet. Name it above and Save.</p>}
+        <div className="space-y-2">
+          {savedPerfs.map((p) => {
+            const date = new Date(p.updatedAt).toLocaleDateString()
+            return (
+              <div key={p.id} className="rounded-lg p-2" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+                <div className="flex items-center justify-between">
+                  <span className="text-xs font-medium truncate" style={{ color: C.text }}>{p.name}</span>
+                  <span className="text-[9px] tabular-nums shrink-0 ml-2" style={{ color: C.faint }}>{p.family} · {date}</span>
+                </div>
+                {p.dialogue && <div className="text-[10px] mt-1 leading-snug italic" style={{ color: C.muted, maxHeight: 30, overflow: 'hidden' }}>“{p.dialogue}”</div>}
+                <div className="flex gap-1.5 mt-2">
+                  <button onClick={() => loadPerf(p)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-semibold" style={{ background: C.blue, color: '#fff' }}><RotateCcw size={11} />Load</button>
+                  <button onClick={() => deletePerf(p.id)} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.muted, border: `1px solid ${C.border}` }}><Trash2 size={11} />Delete</button>
+                </div>
+              </div>
+            )
+          })}
+        </div>
+      </Section>
     </div>
   )
 }
@@ -1383,6 +1443,29 @@ function Dock({ onClose }: { onClose: () => void }) {
     dialogue: '', delivery: 'natural', dialogueAuto: false,
   })
   const perfText = useMemo(() => assemblePerformance(perf).text, [perf])
+  // Persist the working performance so closing the dock (which unmounts it) and
+  // restarts don't reset it to the first emotion with an empty prompt. Family is
+  // stored by NAME (the list is alphabetized/extensible). Autosave only starts
+  // after hydration so the initial default state can't clobber the stored value.
+  const perfHydrated = useRef(false)
+  useEffect(() => {
+    void loadWorkingPerf().then((w) => {
+      if (w) {
+        setPerf({
+          familyIndex: familyIndexByName(w.family), intensity: w.intensity, asymmetry: w.asymmetry,
+          dialogue: w.dialogue, delivery: w.delivery as PerfDelivery, dialogueAuto: w.dialogueAuto,
+        })
+      }
+      perfHydrated.current = true
+    })
+  }, [])
+  useEffect(() => {
+    if (!perfHydrated.current) return
+    void saveWorkingPerf({
+      family: PERF_FAMILIES[perf.familyIndex]?.family ?? '', intensity: perf.intensity,
+      asymmetry: perf.asymmetry, dialogue: perf.dialogue, delivery: perf.delivery, dialogueAuto: perf.dialogueAuto,
+    })
+  }, [perf])
 
   const [shot, setShot] = useState<ShotState>({
     rot: 35, tilt: -8, zoom: 9, preset: SHOT_PRESETS[1], anchors: { faces: true },
@@ -1450,7 +1533,7 @@ function Dock({ onClose }: { onClose: () => void }) {
 
   const renderPanel = (tab: GpmTab) => (
     <>
-      {tab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} />}
+      {tab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} srcImage={shotSrcImage} setSrcImage={setShotSrcImage} />}
       {tab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
diff --git a/frontend/components/gpm/gpm-storage.ts b/frontend/components/gpm/gpm-storage.ts
index 0e463227f..fda60b9d4 100644
--- a/frontend/components/gpm/gpm-storage.ts
+++ b/frontend/components/gpm/gpm-storage.ts
@@ -52,6 +52,33 @@ export interface GpmWorkflow {
   performance: { enabled: boolean }
 }
 
+/** A saved Performance Studio setting. Family stored by NAME, never index —
+ *  the emotion list is alphabetized and append-extensible, so an index would
+ *  silently repoint. */
+export interface GpmPerformance {
+  id: string
+  name: string
+  updatedAt: number
+  family: string
+  intensity: number
+  asymmetry: number
+  dialogue: string
+  delivery: string
+  dialogueAuto: boolean
+}
+
+/** The in-progress Performance state, autosaved so it survives closing the
+ *  dock (which unmounts it) and app restarts. Same shape minus the saved-record
+ *  identity fields. */
+export interface GpmWorkingPerf {
+  family: string
+  intensity: number
+  asymmetry: number
+  dialogue: string
+  delivery: string
+  dialogueAuto: boolean
+}
+
 export interface GpmPanorama {
   id: string
   name: string
@@ -85,6 +112,8 @@ const PANO_STORE = 'panoramas'
 const KEY_PROMPTS = 'gpm_data_v2'
 const KEY_IMG_FOLDERS = 'gpm_img_state_v1'
 const KEY_WORKFLOWS = 'gpm_workflows_v1'
+const KEY_PERFORMANCES = 'gpm_performances_v1'
+const KEY_PERF_WORKING = 'gpm_perf_working_v1'
 const KEY_PASSTHROUGH = 'gpm_backup_passthrough' // dl* kept for lossless re-export
 
 export const BACKUP_VERSION = '1.6'
@@ -196,6 +225,20 @@ export function saveWorkflows(list: GpmWorkflow[]): Promise<IDBValidKey> {
   return kvSet(KEY_WORKFLOWS, list)
 }
 
+/* ---- Saved performances + autosaved working performance ------------------ */
+export function loadPerformances(): Promise<GpmPerformance[]> {
+  return kvGet<GpmPerformance[]>(KEY_PERFORMANCES, [])
+}
+export function savePerformances(list: GpmPerformance[]): Promise<IDBValidKey> {
+  return kvSet(KEY_PERFORMANCES, list)
+}
+export function loadWorkingPerf(): Promise<GpmWorkingPerf | null> {
+  return kvGet<GpmWorkingPerf | null>(KEY_PERF_WORKING, null)
+}
+export function saveWorkingPerf(p: GpmWorkingPerf): Promise<IDBValidKey> {
+  return kvSet(KEY_PERF_WORKING, p)
+}
+
 /* ---- Panoramas (Plates) -------------------------------------------------- */
 export function loadPanoramas(): Promise<GpmPanorama[]> {
   return getAll<GpmPanorama>(PANO_STORE)
diff --git a/frontend/gpm-core/performance.ts b/frontend/gpm-core/performance.ts
index 669d98511..c32f21798 100644
--- a/frontend/gpm-core/performance.ts
+++ b/frontend/gpm-core/performance.ts
@@ -57,7 +57,7 @@ export interface PerfResult {
   text: string;
 }
 
-export const PERF_FAMILIES: PerfFamily[] = [
+const PERF_FAMILIES_UNSORTED: PerfFamily[] = [
   { family: "Sadness", subtext: "carrying weight that won't put down", waypoints: [
     { name: "Melancholy", va: { v: -0.4, a: -0.3 }, facs: ["AU1", "AU4", "AU15", "AU41"], anat: "inner brows subtly raised and drawn together, lip corners barely turned down, upper eyelids slightly heavy", perf: "stillness, slow blink rate, breath quiet and even, gaze unfocused on middle distance" },
     { name: "Grief Contained", va: { v: -0.85, a: 0.6 }, facs: ["AU1", "AU4", "AU15", "AU17"], anat: "inner brows knitted up and together with vertical furrow, mouth corners drawn down, chin pushed up beneath a tensed lower lip, eyes wet but not spilling", perf: "rigid stillness, breath held in the chest, jaw locked, single tear pooling without falling, micro-tremor in lower lip" },
@@ -189,8 +189,35 @@ export const PERF_FAMILIES: PerfFamily[] = [
     { name: "Mild Embarrassment", va: { v: -0.3, a: 0.5 }, facs: ["AU12", "AU24", "AU64", "AU54"], anat: "an awkward suppressed smile with lips pressed, eyes cast downward and away, head dipped, a faint wince at the mouth", perf: "nervous quick smile, gaze unable to settle, hand possibly touching neck or face, a small uncomfortable laugh, shoulders drawing in" },
     { name: "Mortification", va: { v: -0.6, a: 0.7 }, facs: ["AU7", "AU24", "AU54", "AU64"], anat: "face tightening with a pained grimace-smile, eyes squeezed partly shut or covered, head ducked low, cheeks visibly warm, brow furrowed in distress", perf: "hand rising to cover part of the face, head turning away, body shrinking, a strangled embarrassed laugh, gaze hunting for escape" },
   ] },
+  { family: "Content", subtext: "nothing is missing right now", waypoints: [
+    { name: "Settled Ease", va: { v: 0.5, a: -0.4 }, facs: ["AU12", "AU43"], anat: "a soft relaxed mouth with the faintest upward curve, eyelids gently lowered and easy, brow completely smooth, features fully at rest", perf: "slow deep unhurried breathing, long relaxed blinks, shoulders dropped and open, the whole body settled and unhurried" },
+    { name: "Warm Contentment", va: { v: 0.72, a: -0.15 }, facs: ["AU6", "AU12", "AU43"], anat: "a gentle genuine smile with cheeks softly raised, eyes warm and faintly crinkled at the corners, gaze soft and present, head at ease", perf: "an easy sigh of satisfaction, a small private nod to oneself, a settled stillness, the gaze resting warmly on what is here" },
+  ] },
+  { family: "Evil", subtext: "the harm is the point, not the means", waypoints: [
+    { name: "Cold Malevolence", va: { v: -0.6, a: -0.1 }, facs: ["AU4", "AU7", "AU43"], anat: "brows low and level over flat, dead eyes, lids slightly tightened, a faint humorless set to a closed mouth, the face unnervingly still", perf: "absolute stillness, a slow unblinking gaze, breath shallow and even, no warmth reaching any part of the face" },
+    { name: "Gleeful Cruelty", va: { v: -0.5, a: 0.55 }, facs: ["AU6", "AU7", "AU10", "AU12"], anat: "a wide sharp smile with cheeks raised but the eyes hard and glittering, upper lip faintly raised, teeth beginning to show", perf: "a slow delighted lean toward the other's pain, a soft exhale of pleasure, the head tilting to savor, eyes bright with appetite" },
+    { name: "Monstrous Evil", va: { v: -0.95, a: 0.9 }, facs: ["AU4", "AU5", "AU7", "AU9", "AU10", "AU23", "AU25"], anat: "brows driven down over wide, blazing eyes, nose wrinkled, lips pulled back baring clenched teeth in a rictus between grin and snarl", perf: "looming forward with radiating menace, breath heavy with appetite, every trace of mercy gone, the body a threat about to land" },
+  ] },
 ];
 
+/**
+ * The list Michael edits is authored append-only (new families go at the end of
+ * ``PERF_FAMILIES_UNSORTED``); the UI consumes this alphabetized copy so the
+ * dropdown, default selection, and assembly all share one index space. Saved
+ * performances reference families by NAME (see gpm-storage), so re-sorting can
+ * never silently repoint them.
+ */
+export const PERF_FAMILIES: PerfFamily[] = [...PERF_FAMILIES_UNSORTED].sort((a, b) =>
+  a.family.localeCompare(b.family),
+);
+
+/** Resolve a family name to its index in the alphabetized ``PERF_FAMILIES``
+ *  (0 if not found), for restoring a saved/persisted performance by name. */
+export function familyIndexByName(name: string): number {
+  const i = PERF_FAMILIES.findIndex((f) => f.family === name);
+  return i < 0 ? 0 : i;
+}
+
 /**
  * Per-family default dialogue — pre-filled into the dialogue box for each
  * emotion (and injected) until the user clicks to type their own. Strings for
@@ -228,6 +255,8 @@ export const PERF_DEFAULT_DIALOGUE: Record<string, string> = {
   Vulnerability: "I don't know how to ask for this.",
   Jealousy: "No, it's fine. I'm happy for you.",
   Embarrassment: 'Can we just— forget I said that?',
+  Content: 'This is exactly where I want to be.',
+  Evil: 'There is no one coming to save you.',
 };
 
 /** Default dialogue for a family index (empty string if none). */
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 2ffc7f0a1..665fec708 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -775,6 +775,8 @@ function PromptBar({
             value={prompt}
             onChange={(e) => onPromptChange(e.target.value)}
             onKeyDown={handleKeyDown}
+            spellCheck
+            rows={3}
             onDragOver={(e) => {
               if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault()
             }}
@@ -793,7 +795,7 @@ function PromptBar({
                 ? "A close-up of a woman talking on the phone..."
                 : "The woman sips from a cup of coffee..."
             }
-            className="w-full bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-none overflow-y-auto h-[70px] leading-5"
+            className="w-full bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-y overflow-y-auto h-[70px] min-h-[70px] max-h-[60vh] leading-5"
           />
         </div>
 

From 6da2d8ee0e9d93feea534115060c4e3fc31b8269 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 15:31:25 -0400
Subject: [PATCH 063/117] perf(qwen): redirect HF cache off the slow SATA HDD
 via LTX_HF_HOME

Qwen Multi-Angle loads ~17GB of GGUF weights through HuggingFace, which
obeys HF_HOME. The user's global HF_HOME=D:\hf-cache is a SATA HDD that
pinned at 99% and stretched cold Qwen loads to 2-3 minutes. python-backend.ts
now injects HF_HOME from an optional LTX_HF_HOME override (app-scoped,
portable no-op when unset, mirroring LTX_MODELS_DIR); launch-fork-dev.cmd
sets it to E:\hf-cache (an identical copy on a ~450MB/s USB SSD). Measured:
cold Qwen load 2-3min -> ~35s, disk load moves off D: entirely.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 FORK.md                     | 9 ++++++++-
 electron/python-backend.ts  | 8 ++++++++
 scripts/launch-fork-dev.cmd | 4 ++++
 3 files changed, 20 insertions(+), 1 deletion(-)

diff --git a/FORK.md b/FORK.md
index 714cccde8..338008015 100644
--- a/FORK.md
+++ b/FORK.md
@@ -289,11 +289,18 @@ Six curated palettes, picker in Settings → Appearance, persisted in `localStor
 ### J. Dev/runtime infrastructure
 - **Modified:** `backend/handlers/base.py` (`LTX_MODELS_DIR` env override),
   `electron/app-paths.ts` (`APP_FOLDER_NAME`, `app.setName`), `frontend/App.tsx`
-  (`requiredModelsGate`), `scripts/launch-fork-dev.cmd` (new)
+  (`requiredModelsGate`), `electron/python-backend.ts` (`LTX_HF_HOME` → `HF_HOME`),
+  `scripts/launch-fork-dev.cmd` (new)
 - **Must survive:**
   - **`LTX_MODELS_DIR` env override** — takes priority over persisted `models_dir`, because
     the settings.json round-trip proved unreliable. Also set in `launch-fork-dev.cmd`; the two
     must stay in sync.
+  - **`LTX_HF_HOME` env override** — when set, `python-backend.ts` injects it as `HF_HOME`
+    for the backend, redirecting the HuggingFace cache (Qwen Multi-Angle's ~17GB GGUF load
+    obeys it) to a fast drive without touching the global env or other HF tools. App-scoped,
+    portable (no-op when unset). `launch-fork-dev.cmd` sets it to `E:\hf-cache` because the
+    user's global `HF_HOME` pointed at a SATA HDD (`D:\hf-cache`) that pinned at 99% and made
+    cold Qwen loads take minutes.
   - **Startup gate fix** — don't block startup on missing local models when an LTX API key is
     present (otherwise a bogus ~25GB download prompt reappears).
   - **Dev userData isolation** — dev builds use a separate app folder so the fork doesn't
diff --git a/electron/python-backend.ts b/electron/python-backend.ts
index 1cd8fbbdb..4e2677eab 100644
--- a/electron/python-backend.ts
+++ b/electron/python-backend.ts
@@ -300,6 +300,14 @@ export async function startPythonBackend(): Promise<void> {
         } : {}),
         // Only pass LTX_PORT when the developer explicitly set it
         ...(process.env.LTX_PORT ? { LTX_PORT: process.env.LTX_PORT } : {}),
+        // Redirect the HuggingFace cache (Qwen Multi-Angle loads ~17GB of GGUF
+        // weights via hf_hub_download/from_pretrained, which obey HF_HOME) to a
+        // fast drive. LTX_HF_HOME overrides an inherited HF_HOME that may point
+        // at a slow disk — Michael's user HF_HOME was D:\hf-cache (SATA HDD),
+        // pegging that drive at 99% and stretching cold Qwen loads to minutes.
+        // App-scoped (never touches the global env / other HF tools) and
+        // portable: a no-op when LTX_HF_HOME is unset, mirroring LTX_MODELS_DIR.
+        ...(process.env.LTX_HF_HOME ? { HF_HOME: process.env.LTX_HF_HOME } : {}),
         LTX_AUTH_TOKEN: authToken,
         LTX_ADMIN_TOKEN: adminToken,
         LTX_LOG_FILE: getCurrentLogFilename(),
diff --git a/scripts/launch-fork-dev.cmd b/scripts/launch-fork-dev.cmd
index 59db6ba28..8b61b4bee 100644
--- a/scripts/launch-fork-dev.cmd
+++ b/scripts/launch-fork-dev.cmd
@@ -10,6 +10,10 @@ echo ============================================================
 echo.
 set "PATH=C:\Program Files\nodejs;%PATH%"
 set "LTX_MODELS_DIR=E:\LTXDesktop\models"
+rem Load the Qwen Multi-Angle HuggingFace cache from E: (USB SSD, ~450MB/s) instead
+rem of the user HF_HOME=D:\hf-cache (SATA HDD) that pins that drive at 99% and makes
+rem cold Qwen loads take minutes. E: already holds an identical copy of the cache.
+set "LTX_HF_HOME=E:\hf-cache"
 "C:\Program Files\nodejs\node.exe" "C:\Dev\LTX-Desktop\node_modules\vite\bin\vite.js"
 echo.
 echo (LTX Desktop Studio Pro has stopped. Press any key to close.)

From 4a6ccf39cc3eec4a9bc60c0015222013fe71c818 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 16:11:40 -0400
Subject: [PATCH 064/117] ux(genspace): move Clear Prompt button next to the
 prompt box
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The Clear Prompt button lived in the top asset-toolbar, forcing a long
mouse trip up-and-back from the prompt box (a frequently-used action).
Relocated it into the composer's bottom row beside the Video/mode
selector — same nonce-based clearGenSpacePrompt handler, greyed when the
box is empty, with a gap after the mode selector to avoid mis-clicks.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 27 ++++++++++++++++-----------
 1 file changed, 16 insertions(+), 11 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 665fec708..d53187d17 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -492,6 +492,7 @@ function PromptBar({
   canUseIcLora,
   prompt,
   onPromptChange,
+  onClearPrompt,
   onGenerate,
   isGenerating,
   inputImage,
@@ -526,6 +527,7 @@ function PromptBar({
   canUseIcLora: boolean
   prompt: string
   onPromptChange: (prompt: string) => void
+  onClearPrompt: () => void
   onGenerate: () => void
   isGenerating: boolean
   canGenerate: boolean
@@ -823,9 +825,20 @@ function PromptBar({
             </>
           }
         />
-        
+
+        {/* Clear prompt — parked next to the mode selector, close to the box. */}
+        <button
+          onClick={onClearPrompt}
+          disabled={!prompt}
+          title="Clear the prompt box"
+          className="ml-8 flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold bg-[#1f8fff] hover:bg-[#3d9fff] text-white transition-colors disabled:opacity-40 disabled:cursor-not-allowed"
+        >
+          <Eraser className="h-3.5 w-3.5" />
+          Clear
+        </button>
+
         <div className="flex-1" />
-        
+
         {isRetake ? (
           resolutionControl ?? <div className="text-[10px] text-zinc-500 pr-2">Trim in the panel above, then retake</div>
         ) : isExtend ? (
@@ -2473,15 +2486,6 @@ export function GenSpace() {
               )}
             </div>
             <div className="flex items-center gap-2">
-            <button
-              onClick={clearGenSpacePrompt}
-              title="Clear the prompt box"
-              className="flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold bg-[#1f8fff] hover:bg-[#3d9fff] text-white transition-colors"
-            >
-              <Eraser className="h-3.5 w-3.5" />
-              Clear Prompt
-            </button>
-
             <button
               onClick={() => setShowFavorites(!showFavorites)}
               className={`flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium transition-colors ${
@@ -2720,6 +2724,7 @@ export function GenSpace() {
           allowUltrawideVideo={!shouldVideoGenerateWithLtxApi}
           prompt={prompt}
           onPromptChange={setPrompt}
+          onClearPrompt={clearGenSpacePrompt}
           onGenerate={handleGenerate}
           isGenerating={promptGenerating}
           canGenerate={canSubmit}

From c829db2bebbaa9d776c98baa6f30102225a457dc Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 20:51:41 -0400
Subject: [PATCH 065/117] =?UTF-8?q?feat(genspace):=20Regenerate=20?=
 =?UTF-8?q?=E2=80=94=20restore=20a=20past=20generation's=20full=20recipe?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Re-running a generation previously meant re-picking the source image and
retyping the prompt, or using the Retake flow (select a clip portion and
describe changes) — slow and clunky for "just give me another take".

Every generated asset already stores a complete recipe in
`generationParams`, so Regenerate restores it into Gen Space in one click:
mode, prompt, source image, input audio, model, duration, resolution, fps,
audio, aspect ratio, and LoRAs. The user can tweak anything before hitting
Generate; seed behaviour follows the existing Lock Seed setting (unlocked
= a fresh variation, locked = exact reproduction).

- Hover button on the asset card, next to Retake/Extend/IC-LoRA.
- Entry in the expanded preview's right-click menu (closes the lightbox
  first so you land in Gen Space).
- Gated to plain generations (text/image/audio-to-video, text-to-image,
  image-edit); Retake/Extend/IC-LoRA results depend on source-video panel
  state and keep their own flows.
- Saved LoRA refs are models-dir-relative and re-matched against the
  installed library; any since-uninstalled LoRA is skipped, not fatal.

Named "Regenerate" rather than "Remake" to avoid colliding with Retake.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/useVideoSaveMenu.tsx | 26 +++++++--
 frontend/views/GenSpace.tsx              | 68 +++++++++++++++++++++++-
 2 files changed, 90 insertions(+), 4 deletions(-)

diff --git a/frontend/components/useVideoSaveMenu.tsx b/frontend/components/useVideoSaveMenu.tsx
index e18153c10..a814b4a12 100644
--- a/frontend/components/useVideoSaveMenu.tsx
+++ b/frontend/components/useVideoSaveMenu.tsx
@@ -14,21 +14,31 @@ interface MenuState {
   video: HTMLVideoElement
   sourcePath: string
   name?: string
+  /** Optional per-video action: restore this generation's recipe into Gen Space. */
+  onRegenerate?: () => void
 }
 
 const MENU_W = 168
 const MENU_H = 76
+const ITEM_H = 31
 
 export function useVideoSaveMenu() {
   const [menu, setMenu] = useState<MenuState | null>(null)
 
   const onContextMenu = useCallback(
-    (e: React.MouseEvent<HTMLVideoElement>, opts: { sourcePath: string; name?: string }) => {
+    (
+      e: React.MouseEvent<HTMLVideoElement>,
+      opts: { sourcePath: string; name?: string; onRegenerate?: () => void },
+    ) => {
       e.preventDefault()
       // Clamp so the menu stays on-screen near the cursor.
+      const height = MENU_H + (opts.onRegenerate ? ITEM_H : 0)
       const x = Math.min(e.clientX, window.innerWidth - MENU_W - 8)
-      const y = Math.min(e.clientY, window.innerHeight - MENU_H - 8)
-      setMenu({ x, y, video: e.currentTarget, sourcePath: opts.sourcePath, name: opts.name })
+      const y = Math.min(e.clientY, window.innerHeight - height - 8)
+      setMenu({
+        x, y, video: e.currentTarget,
+        sourcePath: opts.sourcePath, name: opts.name, onRegenerate: opts.onRegenerate,
+      })
     },
     [],
   )
@@ -66,6 +76,16 @@ export function useVideoSaveMenu() {
           onClick={(e) => e.stopPropagation()}
           onContextMenu={(e) => e.preventDefault()}
         >
+          {menu.onRegenerate && (
+            <button
+              style={itemStyle}
+              onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
+              onMouseLeave={(e) => (e.currentTarget.style.background = 'transparent')}
+              onClick={() => { menu.onRegenerate?.(); setMenu(null) }}
+            >
+              Regenerate
+            </button>
+          )}
           <button
             style={itemStyle}
             onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index d53187d17..aafc3ee7a 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -3,7 +3,7 @@ import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal
+  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, RefreshCw
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -62,6 +62,17 @@ function formatClock(ms: number): string {
   return `${m}:${s.toString().padStart(2, '0')}`
 }
 
+// Plain generations carry a complete recipe (prompt + source image + settings +
+// LoRAs) in `generationParams`, so they can be restored into Gen Space wholesale.
+// Retake/Extend/IC-LoRA depend on their source-video panel state instead, and
+// keep using their own flows.
+const REGENERABLE_MODES = new Set<string>([
+  'text-to-video', 'image-to-video', 'audio-to-video', 'text-to-image', 'image-edit',
+])
+function canRegenerateAsset(asset: Asset): boolean {
+  return !!asset.generationParams && REGENERABLE_MODES.has(asset.generationParams.mode)
+}
+
 // Asset card with hover overlays
 function AssetCard({
   asset,
@@ -69,6 +80,7 @@ function AssetCard({
   onPlay,
   onDragStart,
   onCreateVideo,
+  onRegenerate,
   onRetake,
   onExtend,
   onIcLora,
@@ -82,6 +94,7 @@ function AssetCard({
   onPlay: () => void
   onDragStart: (e: React.DragEvent, asset: Asset) => void
   onCreateVideo?: (asset: Asset) => void
+  onRegenerate?: (asset: Asset) => void
   onRetake?: (asset: Asset) => void
   onExtend?: (asset: Asset) => void
   onIcLora?: (asset: Asset) => void
@@ -206,6 +219,16 @@ function AssetCard({
               <Heart className={`h-3.5 w-3.5 ${isFavorite ? 'fill-current' : ''}`} />
             </button>
             
+            {onRegenerate && canRegenerateAsset(asset) && (
+              <button
+                onClick={(e) => { e.stopPropagation(); onRegenerate(asset) }}
+                title="Load this generation's image, prompt and settings back into Gen Space"
+                className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
+              >
+                <RefreshCw className="h-3 w-3" />
+                Regenerate
+              </button>
+            )}
             {asset.type === 'image' && (
               <>
                 <button
@@ -2224,6 +2247,45 @@ export function GenSpace() {
     setPrompt(`${imageAsset.prompt || 'The scene comes to life...'}`)
   }
 
+  // Restore a past generation's full recipe into Gen Space so a re-run is one
+  // click away — no re-picking the source image or retyping the prompt. The user
+  // can tweak anything before hitting Generate; seed behaviour follows the
+  // existing Lock Seed setting (unlocked = a fresh variation).
+  const handleRegenerate = (asset: Asset) => {
+    const params = asset.generationParams
+    if (!params || !REGENERABLE_MODES.has(params.mode)) return
+    const isImageGen = params.mode === 'text-to-image' || params.mode === 'image-edit'
+
+    // Leave any retake/extend/IC-LoRA panel behind — this is a plain generation.
+    setActiveRetakeSource(null)
+    setActiveIcLoraSource(null)
+    setMode(isImageGen ? 'image' : 'video')
+    setPrompt(params.prompt)
+    setInputImage(params.inputImageUrl ?? null)
+    setInputAudio(params.inputAudioUrl ?? null)
+    setSettings((prev) => sanitizeVideoSettings({
+      ...prev,
+      model: params.model || prev.model,
+      duration: params.duration || prev.duration,
+      videoResolution: params.resolution || prev.videoResolution,
+      fps: params.fps || prev.fps,
+      audio: params.audio,
+      aspectRatio: params.imageAspectRatio || prev.aspectRatio,
+    }))
+    // Saved LoRA refs are models-dir-relative; re-select only those still installed.
+    setSelectedLoras(
+      (params.loras ?? []).flatMap((saved) => {
+        const match = loraLibrary.items.find(
+          (e) => e.installedPath
+            && toModelsDirRelativeRef(e.installedPath, appSettings.modelsDir) === saved.ref,
+        )
+        return match?.installedPath
+          ? [{ ref: match.installedPath, name: saved.name, scale: saved.scale }]
+          : []
+      }),
+    )
+  }
+
   const handleRetake = (videoAsset: Asset) => {
     setMode('retake')
     setPrompt('')
@@ -2590,6 +2652,7 @@ export function GenSpace() {
                   onPlay={() => setSelectedAsset(asset)}
                   onDragStart={handleDragStart}
                   onCreateVideo={handleCreateVideo}
+                  onRegenerate={handleRegenerate}
                   onRetake={handleRetake}
                   onExtend={handleExtend}
                   onIcLora={!forceApiGenerations ? handleIcLora : undefined}
@@ -2833,6 +2896,9 @@ export function GenSpace() {
                 onContextMenu={(e) => onVideoSaveContextMenu(e, {
                   sourcePath: selectedAsset.path,
                   name: selectedAsset.prompt,
+                  onRegenerate: canRegenerateAsset(selectedAsset)
+                    ? () => { setSelectedAsset(null); handleRegenerate(selectedAsset) }
+                    : undefined,
                 })}
               />
             ) : (

From 71ec373761e2406cdbf085afbbd61fa7ee86faf8 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 23 Jul 2026 20:56:57 -0400
Subject: [PATCH 066/117] fix(genspace): move Regenerate to its own row in the
 card overlay

Adding Regenerate to the existing action row pushed IC-LoRA off the card
on narrower thumbnails. Split the left action group into a column: the
original buttons (favorite, Create video / Retake / Extend / IC-LoRA) keep
their full first row, and Regenerate sits on a second row beneath.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 29 +++++++++++++++++------------
 1 file changed, 17 insertions(+), 12 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index aafc3ee7a..c22a68d40 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -209,6 +209,9 @@ function AssetCard({
       }`}>
         {/* Top buttons */}
         <div className="absolute top-2 left-2 right-2 flex items-center justify-between flex-wrap gap-y-1.5">
+          {/* Left actions: originals stay on row 1; Regenerate sits on its own
+              row below so it can't push IC-LoRA off a narrow card. */}
+          <div className="flex flex-col items-start gap-1.5">
           <div className="flex items-center gap-1.5">
             <button
               onClick={(e) => { e.stopPropagation(); onToggleFavorite?.() }}
@@ -218,17 +221,7 @@ function AssetCard({
             >
               <Heart className={`h-3.5 w-3.5 ${isFavorite ? 'fill-current' : ''}`} />
             </button>
-            
-            {onRegenerate && canRegenerateAsset(asset) && (
-              <button
-                onClick={(e) => { e.stopPropagation(); onRegenerate(asset) }}
-                title="Load this generation's image, prompt and settings back into Gen Space"
-                className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
-              >
-                <RefreshCw className="h-3 w-3" />
-                Regenerate
-              </button>
-            )}
+
             {asset.type === 'image' && (
               <>
                 <button
@@ -270,7 +263,19 @@ function AssetCard({
               </>
             )}
           </div>
-          
+
+          {onRegenerate && canRegenerateAsset(asset) && (
+            <button
+              onClick={(e) => { e.stopPropagation(); onRegenerate(asset) }}
+              title="Load this generation's image, prompt and settings back into Gen Space"
+              className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
+            >
+              <RefreshCw className="h-3 w-3" />
+              Regenerate
+            </button>
+          )}
+          </div>
+
           <div className="flex items-center gap-1.5">
             {asset.type === 'video' && (
               <button

From ea922a78fdae16df03bb178e86a12147571ee554 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 24 Jul 2026 17:11:49 -0400
Subject: [PATCH 067/117] perf(genspace): stop the asset gallery re-rendering
 on every prompt keystroke
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Typing in the prompt box re-renders GenSpace, which was rebuilding every
asset thumbnail each keystroke — invisible at a few clips, real lag at 100+.
Extend/Retake modes had no lag because they hide the gallery, which pinned
it as the cause.

Root: `const assets = (activeProject?.assets || []).filter(...)` built a
fresh array every render, feeding filteredAssets -> assetCards and defeating
their memos. Also `videoModelSpecs` rebuilt each render, cascading through
sanitizeVideoSettings -> handleRegenerate into the same memo deps.

Fixes: memoize `assets`, `filteredAssets`, `favoriteCount`, `bins`, and
`videoModelSpecs`; wrap the card handlers (handleDelete/DragStart/CreateVideo/
Regenerate/Retake/Extend/IcLora) in useCallback; and memoize the rendered
AssetCard array. The gallery is now referentially stable across keystrokes,
so React skips re-rendering it while typing. No behavior change.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 108 ++++++++++++++++++++++--------------
 1 file changed, 66 insertions(+), 42 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index c22a68d40..859edcd91 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1237,9 +1237,15 @@ export function GenSpace() {
     }
   } | null>(null)
   const [settings, setSettings] = useState(() => ({ ...DEFAULT_VIDEO_SETTINGS }))
-  const videoModelSpecs = getVideoGenerationModelSpecs(videoGenerationModelSpecsResponse, {
-    useApiSpecs: shouldVideoGenerateWithLtxApi,
-  })
+  // Memoized: this fed sanitizeVideoSettings -> handleRegenerate -> the gallery's
+  // useMemo, so rebuilding it every render silently defeated that memo and made
+  // every prompt keystroke re-render all thumbnails.
+  const videoModelSpecs = useMemo(
+    () => getVideoGenerationModelSpecs(videoGenerationModelSpecsResponse, {
+      useApiSpecs: shouldVideoGenerateWithLtxApi,
+    }),
+    [videoGenerationModelSpecsResponse, shouldVideoGenerateWithLtxApi],
+  )
   const videoSettingsMessage = isLoadingVideoGenerationModelSpecs
     ? 'Loading generation settings...'
     : videoGenerationModelSpecsErrorMessage
@@ -1618,7 +1624,13 @@ export function GenSpace() {
   }, [icLoraError])
 
   // Only show assets that were generated (have generationParams), not imported files
-  const assets = (activeProject?.assets || []).filter(a => a.generationParams)
+  // Memoized: this `.filter()` built a fresh array every render, which was the
+  // input to filteredAssets -> assetCards, so it defeated those memos and made
+  // every prompt keystroke re-render the whole thumbnail gallery.
+  const assets = useMemo(
+    () => (activeProject?.assets || []).filter(a => a.generationParams),
+    [activeProject?.assets],
+  )
   const [lastPrompt, setLastPrompt] = useState('')
 
   // On mount: recover any generation that was still running when the frontend reloaded.
@@ -2234,29 +2246,32 @@ export function GenSpace() {
     }
   }
   
-  const handleDelete = (assetId: string) => {
+  // These asset-card handlers are memoized (stable identity) so the gallery grid
+  // below can be memoized too — otherwise every prompt keystroke re-renders all
+  // asset thumbnails, which grows into perceptible typing lag as clips pile up.
+  const handleDelete = useCallback((assetId: string) => {
     if (currentProjectId) {
       deleteAsset(currentProjectId, assetId)
     }
-  }
-  
-  const handleDragStart = (e: React.DragEvent, asset: Asset) => {
+  }, [currentProjectId, deleteAsset])
+
+  const handleDragStart = useCallback((e: React.DragEvent, asset: Asset) => {
     e.dataTransfer.setData('asset', JSON.stringify(asset))
     e.dataTransfer.setData('assetId', asset.id)
     e.dataTransfer.effectAllowed = 'copy'
-  }
-  
-  const handleCreateVideo = (imageAsset: Asset) => {
+  }, [])
+
+  const handleCreateVideo = useCallback((imageAsset: Asset) => {
     setMode('video')
     setInputImage(imageAsset.path)
     setPrompt(`${imageAsset.prompt || 'The scene comes to life...'}`)
-  }
+  }, [])
 
   // Restore a past generation's full recipe into Gen Space so a re-run is one
   // click away — no re-picking the source image or retyping the prompt. The user
   // can tweak anything before hitting Generate; seed behaviour follows the
   // existing Lock Seed setting (unlocked = a fresh variation).
-  const handleRegenerate = (asset: Asset) => {
+  const handleRegenerate = useCallback((asset: Asset) => {
     const params = asset.generationParams
     if (!params || !REGENERABLE_MODES.has(params.mode)) return
     const isImageGen = params.mode === 'text-to-image' || params.mode === 'image-edit'
@@ -2289,9 +2304,9 @@ export function GenSpace() {
           : []
       }),
     )
-  }
+  }, [sanitizeVideoSettings, loraLibrary.items, appSettings.modelsDir])
 
-  const handleRetake = (videoAsset: Asset) => {
+  const handleRetake = useCallback((videoAsset: Asset) => {
     setMode('retake')
     setPrompt('')
     setActiveRetakeSource(null)
@@ -2301,9 +2316,9 @@ export function GenSpace() {
       duration: videoAsset.duration,
     })
     setRetakePanelKey((prev) => prev + 1)
-  }
+  }, [])
 
-  const handleExtend = (videoAsset: Asset) => {
+  const handleExtend = useCallback((videoAsset: Asset) => {
     setMode('extend')
     setPrompt('')
     setExtendDirection('end')
@@ -2314,16 +2329,16 @@ export function GenSpace() {
       duration: videoAsset.duration,
     })
     setExtendPanelKey((prev) => prev + 1)
-  }
+  }, [])
 
-  const handleIcLora = (videoAsset: Asset) => {
+  const handleIcLora = useCallback((videoAsset: Asset) => {
     if (forceApiGenerations) return
     setMode('ic-lora')
     setPrompt('')
     setActiveIcLoraSource(null)
     setIcLoraInitial({ videoPath: videoAsset.path })
     setIcLoraPanelKey((prev) => prev + 1)
-  }
+  }, [forceApiGenerations])
 
   const isRetakeMode = mode === 'retake'
   const isExtendMode = mode === 'extend'
@@ -2368,16 +2383,42 @@ export function GenSpace() {
     return () => document.removeEventListener('mousedown', handleClickOutside)
   }, [showSizeMenu])
 
-  const bins = activeProject?.bins ?? {}
-  const filteredAssets = assets.filter(a => {
+  const bins = useMemo(() => activeProject?.bins ?? {}, [activeProject?.bins])
+  const filteredAssets = useMemo(() => assets.filter(a => {
     if (showFavorites && !a.favorite) return false
     if (binFilter === ALL_BINS_FILTER) return true
     if (binFilter === null) return !a.binId
     return a.binId === binFilter
-  })
-  const favoriteCount = assets.filter(a => a.favorite).length
+  }), [assets, showFavorites, binFilter])
+  const favoriteCount = useMemo(() => assets.filter(a => a.favorite).length, [assets])
   const isLibraryMode = mode === 'video' || mode === 'image'
 
+  // Memoized so typing in the prompt box (which re-renders GenSpace) doesn't
+  // rebuild every thumbnail. Recomputes only when the assets or a card handler
+  // actually change — all deps are stable (useCallback/useMemo/stable setters).
+  const assetCards = useMemo(() => filteredAssets.map(asset => (
+    <AssetCard
+      key={asset.id}
+      asset={asset}
+      onDelete={() => handleDelete(asset.id)}
+      onPlay={() => setSelectedAsset(asset)}
+      onDragStart={handleDragStart}
+      onCreateVideo={handleCreateVideo}
+      onRegenerate={handleRegenerate}
+      onRetake={handleRetake}
+      onExtend={handleExtend}
+      onIcLora={!forceApiGenerations ? handleIcLora : undefined}
+      onToggleFavorite={() => currentProjectId && toggleFavorite(currentProjectId, asset.id)}
+      bins={bins}
+      onTag={(binId) => currentProjectId && updateAsset(currentProjectId, asset.id, { binId: binId ?? undefined })}
+      onRequestNewTag={() => setCreatingTagFor(asset.id)}
+    />
+  )), [
+    filteredAssets, bins, handleDelete, handleDragStart, handleCreateVideo, handleRegenerate,
+    handleRetake, handleExtend, handleIcLora, forceApiGenerations, currentProjectId,
+    toggleFavorite, updateAsset, setSelectedAsset, setCreatingTagFor,
+  ])
+
   // Navigation for the asset preview modal
   const selectedIndex = selectedAsset ? filteredAssets.findIndex(a => a.id === selectedAsset.id) : -1
   const canGoPrev = selectedIndex > 0
@@ -2649,24 +2690,7 @@ export function GenSpace() {
                   </div>
                 </div>
               )}
-              {filteredAssets.map(asset => (
-                <AssetCard
-                  key={asset.id}
-                  asset={asset}
-                  onDelete={() => handleDelete(asset.id)}
-                  onPlay={() => setSelectedAsset(asset)}
-                  onDragStart={handleDragStart}
-                  onCreateVideo={handleCreateVideo}
-                  onRegenerate={handleRegenerate}
-                  onRetake={handleRetake}
-                  onExtend={handleExtend}
-                  onIcLora={!forceApiGenerations ? handleIcLora : undefined}
-                  onToggleFavorite={() => currentProjectId && toggleFavorite(currentProjectId, asset.id)}
-                  bins={bins}
-                  onTag={(binId) => currentProjectId && updateAsset(currentProjectId, asset.id, { binId: binId ?? undefined })}
-                  onRequestNewTag={() => setCreatingTagFor(asset.id)}
-                />
-              ))}
+              {assetCards}
             </div>
           </div>
         </div>

From 10a2c75e793b5cd38cbf1755b5d52b018dc0c3ed Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 24 Jul 2026 17:26:03 -0400
Subject: [PATCH 068/117] feat(editor): keep the loaded clip highlighted + mark
 timeline-used assets

Two CapCut-style affordances in the Video Editor's Assets panel:

- The clip currently loaded in the Clip Viewer keeps a distinct emerald
  ring here (separate from the blue click-selection), so it stays visible
  even after the selection moves elsewhere. Tracked via a new
  session.ui.sourceAssetId, published by the source monitor as it loads/
  clears clips.
- Assets already on the ACTIVE timeline get a small "Used" check badge
  (bottom-right, lifting above the take-nav pill when present), and the
  Clip Viewer shows a "Used" note when the loaded clip is on the timeline.
  The used-set is computed from the active timeline's clips.

Adds sourceAssetId to EditorUiState + setSourceAssetId action +
selectSourceAssetId selector, wired through the existing store.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../views/editor/VideoEditorAssetsPanel.tsx   | 31 ++++++++++++++++---
 .../views/editor/VideoEditorSourceMonitor.tsx | 29 ++++++++++++++---
 frontend/views/editor/editor-actions.ts       | 11 +++++++
 frontend/views/editor/editor-selectors.ts     |  4 +++
 frontend/views/editor/editor-state.ts         |  4 +++
 5 files changed, 70 insertions(+), 9 deletions(-)

diff --git a/frontend/views/editor/VideoEditorAssetsPanel.tsx b/frontend/views/editor/VideoEditorAssetsPanel.tsx
index b997c09a0..ee0fccb83 100644
--- a/frontend/views/editor/VideoEditorAssetsPanel.tsx
+++ b/frontend/views/editor/VideoEditorAssetsPanel.tsx
@@ -4,7 +4,7 @@ import React, {
 import {
   FolderPlus, Folder, Upload, ChevronLeft, ChevronDown, ChevronRight, ChevronUp,
   X, RefreshCw, Loader2, Trash2, Music, Layers, Video, Image,
-  LayoutGrid, List, ArrowUpDown, Pencil,
+  LayoutGrid, List, ArrowUpDown, Pencil, Check,
 } from 'lucide-react'
 import { shallow } from 'zustand/vanilla/shallow'
 import { createAssetBinId, type Asset } from '../../types/project-model'
@@ -15,7 +15,7 @@ import { AssetContextMenu } from './AssetContextMenu'
 import { TakeContextMenu } from './TakeContextMenu'
 import { pathToFileUrl } from '../../lib/file-url'
 import type { AssetListFilters } from './editor-state'
-import { equalAssetBins, selectAssetBins, selectAssets, selectVisibleAssets } from './editor-selectors'
+import { equalAssetBins, selectAssetBins, selectAssets, selectClips, selectSourceAssetId, selectVisibleAssets } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
 import { isDroppedMediaEvent, readDroppedMediaAsset } from './dropped-media-asset'
 
@@ -50,6 +50,15 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
   } = props
   const actions = useEditorActions()
   const assets = useEditorStore(selectAssets)
+  // The clip loaded in the Clip Viewer stays ringed here; assets already on the
+  // active timeline get a "Used" badge (both CapCut-style affordances).
+  const sourceAssetId = useEditorStore(selectSourceAssetId)
+  const clips = useEditorStore(selectClips)
+  const usedAssetIds = useMemo(() => {
+    const used = new Set<string>()
+    for (const clip of clips) if (clip.assetId) used.add(clip.assetId)
+    return used
+  }, [clips])
 
   const [takesViewAssetId, setTakesViewAssetId] = useState<string | null>(null)
   const [creatingBin, setCreatingBin] = useState(false)
@@ -776,9 +785,11 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
                     data-asset-card
                     data-asset-id={asset.id}
                     className={`relative group cursor-pointer rounded-lg overflow-hidden border-2 transition-all ${
-                      selectedAssetIds.has(asset.id)
-                        ? 'border-blue-500 ring-2 ring-blue-500/40 shadow-lg shadow-blue-500/20'
-                        : 'border-zinc-800 hover:border-zinc-600'
+                      asset.id === sourceAssetId
+                        ? 'border-emerald-400 ring-2 ring-emerald-400/50 shadow-lg shadow-emerald-500/20'
+                        : selectedAssetIds.has(asset.id)
+                          ? 'border-blue-500 ring-2 ring-blue-500/40 shadow-lg shadow-blue-500/20'
+                          : 'border-zinc-800 hover:border-zinc-600'
                     }`}
                     draggable
                     onDragStart={(e) => {
@@ -868,6 +879,16 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
                         <div className="w-full aspect-video bg-zinc-800" />
                       )
                     )}
+                    {usedAssetIds.has(asset.id) && (
+                      // Sits bottom-right; lifts above the take-nav pill (also bottom-right)
+                      // when this asset has multiple takes, so the two never overlap.
+                      <div className={`absolute right-1 z-10 flex items-center gap-0.5 px-1 py-0.5 rounded bg-emerald-500/90 text-white text-[8px] font-semibold leading-none shadow pointer-events-none ${
+                        asset.takes && asset.takes.length > 1 ? 'bottom-7' : 'bottom-1'
+                      }`}>
+                        <Check className="h-2 w-2" />
+                        Used
+                      </div>
+                    )}
                     {selectedAssetIds.has(asset.id) && <div className="absolute inset-0 bg-blue-600/25 pointer-events-none z-[1]" />}
                     {!selectedAssetIds.has(asset.id) && (
                       <div className="absolute inset-0 bg-black/40 opacity-0 group-hover:opacity-100 transition-opacity flex items-center justify-center pointer-events-none" />
diff --git a/frontend/views/editor/VideoEditorSourceMonitor.tsx b/frontend/views/editor/VideoEditorSourceMonitor.tsx
index 9dbb6faed..0cce31ebb 100644
--- a/frontend/views/editor/VideoEditorSourceMonitor.tsx
+++ b/frontend/views/editor/VideoEditorSourceMonitor.tsx
@@ -1,10 +1,10 @@
-import React, { useState, useEffect, useRef, useCallback } from 'react'
-import { Play, Pause, Square, SkipBack, SkipForward, ChevronLeft, ChevronRight, Repeat, Video, Music, X } from 'lucide-react'
+import React, { useState, useEffect, useRef, useCallback, useMemo } from 'react'
+import { Play, Pause, Square, SkipBack, SkipForward, ChevronLeft, ChevronRight, Repeat, Video, Music, X, Check } from 'lucide-react'
 import type { Asset } from '../../types/project-model'
 import { formatTime } from './video-editor-utils'
 import { Tooltip } from '../../components/ui/tooltip'
 import { pathToFileUrl } from '../../lib/file-url'
-import { selectAssets, selectHasSourceAsset } from './editor-selectors'
+import { selectAssets, selectClips, selectHasSourceAsset } from './editor-selectors'
 import { useEditorActions, useEditorStore } from './editor-store'
 import { isDroppedMediaEvent, isNativeAssetDragEvent, readDroppedAsset, readDroppedMediaAsset } from './dropped-media-asset'
 
@@ -64,10 +64,12 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
     overwriteSourceEdit,
     pause: pauseTimelinePlayback,
     setHasSourceAsset,
+    setSourceAssetId,
     stopShuttle,
   } = useEditorActions()
   const hasSourceAsset = useEditorStore(selectHasSourceAsset)
   const assets = useEditorStore(selectAssets)
+  const clips = useEditorStore(selectClips)
   const [sourceAsset, setSourceAsset] = useState<Asset | null>(null)
   const [sourceTime, setSourceTime] = useState(0)
   const [sourceIsPlaying, setSourceIsPlaying] = useState(false)
@@ -261,9 +263,22 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
     setHasSourceAsset(hasAsset)
   }, [hasSourceAsset, setHasSourceAsset, sourceAsset])
 
+  // Publish which asset is loaded so the Assets panel can keep it ringed. Runs on
+  // every source change (not gated by the boolean above, which misses A->B swaps).
+  useEffect(() => {
+    setSourceAssetId(sourceAsset?.id ?? null)
+  }, [sourceAsset, setSourceAssetId])
+
   useEffect(() => () => {
     setHasSourceAsset(false)
-  }, [setHasSourceAsset])
+    setSourceAssetId(null)
+  }, [setHasSourceAsset, setSourceAssetId])
+
+  // Whether the loaded clip already sits on the active timeline (the "Used" note).
+  const sourceIsUsed = useMemo(
+    () => !!sourceAsset && clips.some(c => c.assetId === sourceAsset.id),
+    [clips, sourceAsset],
+  )
 
   useEffect(() => {
     if (!sourceAsset || sourceAsset.type !== 'video') return
@@ -403,6 +418,12 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
       >
         {sourceAsset ? (
           <>
+            {sourceIsUsed && (
+              <div className="absolute top-2 right-2 z-10 flex items-center gap-1 px-2 py-0.5 rounded-md bg-emerald-500/90 text-white text-[10px] font-semibold shadow-lg pointer-events-none">
+                <Check className="h-3 w-3" />
+                Used
+              </div>
+            )}
             {sourceAsset.type === 'video' ? (
               <video
                 ref={sourceVideoRef}
diff --git a/frontend/views/editor/editor-actions.ts b/frontend/views/editor/editor-actions.ts
index c97e294f5..b1e004211 100644
--- a/frontend/views/editor/editor-actions.ts
+++ b/frontend/views/editor/editor-actions.ts
@@ -2289,6 +2289,17 @@ export function setHasSourceAsset(state: EditorState, value: boolean): EditorSta
   }))
 }
 
+export function setSourceAssetId(state: EditorState, assetId: string | null): EditorState {
+  if (state.session.ui.sourceAssetId === assetId) return state
+  return updateSession(state, session => ({
+    ...session,
+    ui: {
+      ...session.ui,
+      sourceAssetId: assetId,
+    },
+  }))
+}
+
 export function openImportTimelineModal(state: EditorState): EditorState {
   return updateSession(state, session => ({
     ...session,
diff --git a/frontend/views/editor/editor-selectors.ts b/frontend/views/editor/editor-selectors.ts
index fa386468f..97f025c3f 100644
--- a/frontend/views/editor/editor-selectors.ts
+++ b/frontend/views/editor/editor-selectors.ts
@@ -398,6 +398,10 @@ export function selectHasSourceAsset(state: EditorState): boolean {
   return state.session.ui.hasSourceAsset
 }
 
+export function selectSourceAssetId(state: EditorState): string | null {
+  return state.session.ui.sourceAssetId
+}
+
 export function selectTimelineRenameState(state: EditorState): Pick<EditorState['session']['ui'], 'renamingTimelineId' | 'renameValue' | 'renameSource'> {
   return {
     renamingTimelineId: state.session.ui.renamingTimelineId,
diff --git a/frontend/views/editor/editor-state.ts b/frontend/views/editor/editor-state.ts
index 898671676..602a89194 100644
--- a/frontend/views/editor/editor-state.ts
+++ b/frontend/views/editor/editor-state.ts
@@ -82,6 +82,9 @@ export interface EditorUiState {
   showSourceMonitor: boolean
   showPropertiesPanel: boolean
   showEffectsBrowser: boolean
+  /** Asset currently loaded in the Clip Viewer (source monitor), so the Assets
+   *  panel can keep it highlighted even after the selection moves elsewhere. */
+  sourceAssetId: string | null
   activeFocusArea: 'source' | 'timeline'
   sourceSplitPercent: number
   hasSourceAsset: boolean
@@ -282,6 +285,7 @@ export function createInitialEditorState(
         showSourceMonitor: false,
         showPropertiesPanel: false,
         showEffectsBrowser: false,
+        sourceAssetId: null,
         activeFocusArea: 'timeline',
         sourceSplitPercent: 50,
         hasSourceAsset: false,

From 740f428da104ac7e4bacd8ecf8285f8ddacc666e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 25 Jul 2026 00:34:14 -0400
Subject: [PATCH 069/117] fix(genspace/editor): frame save, asset auto-refresh,
 remove reset icon, soften overlay
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Save video frame: previews autoplay to the end, so currentTime equaled the
  exact duration and the frame-accurate seek landed past the final frame ->
  ffmpeg wrote nothing (silent failure). Clamp the seek to ~one frame before
  the end so there's always a real frame to grab.
- Studio Assets panel now refreshes on window focus, so files saved into the
  folder (native Save dialog returns focus to the app) appear immediately
  instead of only after a manual Refresh.
- Remove the "Reset to default folder" button next to Set Folder — it sat
  beside the folder path and was easily mistaken for Refresh, wiping the
  chosen folder. The labeled Refresh button in the header remains.
- Soften the asset card hover overlay to 75% opacity so the controls read as
  a gentle layer over the media rather than a harsh bright bar.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/DownloadsBrowser.tsx | 27 ++++++++++----------
 frontend/lib/video-save-actions.ts           |  8 +++++-
 frontend/views/GenSpace.tsx                  |  5 ++--
 3 files changed, 24 insertions(+), 16 deletions(-)

diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 0651183fd..1aefad0d3 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -7,7 +7,7 @@
  * there's no directory-handle permission dance — it's the real filesystem.
  */
 import { useEffect, useRef, useState } from 'react'
-import { ChevronLeft, ChevronsDownUp, FolderInput, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, RotateCcw, Send, Trash2, Upload, X } from 'lucide-react'
+import { ChevronLeft, ChevronsDownUp, FolderInput, FolderPlus, FolderOpen, GripVertical, Pencil, RefreshCw, Send, Trash2, Upload, X } from 'lucide-react'
 import { pathToFileUrl } from '../../lib/file-url'
 import { useProjects } from '../../contexts/ProjectContext'
 import { MediaThumb } from './MediaThumb'
@@ -57,7 +57,6 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [dropLine, setDropLine] = useState<{ target: string; before: boolean } | null>(null)
   const [typeFilter, setTypeFilter] = useState<TypeFilter>('all')
   const [rootPath, setRootPath] = useState('')
-  const [rootIsDefault, setRootIsDefault] = useState(true)
   const dragFolder = useRef<string | null>(null)
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
 
@@ -70,10 +69,22 @@ function Dock({ onClose }: { onClose: () => void }) {
     setFiles(d.files)
     setOpenFolders((prev) => new Set([...prev].filter((f) => ordered.includes(f))))
     const r = await api.gpmLibGetRoot()
-    setRootPath(r.root); setRootIsDefault(r.isDefault)
+    setRootPath(r.root)
   }
   useEffect(() => { void refresh() }, [])
 
+  // Auto-refresh when the app window regains focus — e.g. after the native Save
+  // dialog closes from a "Save video"/"Save frame" into this folder, so newly
+  // saved files appear right away without hitting Refresh. A ref keeps the
+  // listener pinned to the latest refresh without re-subscribing each render.
+  const refreshRef = useRef(refresh)
+  refreshRef.current = refresh
+  useEffect(() => {
+    const onFocus = () => void refreshRef.current()
+    window.addEventListener('focus', onFocus)
+    return () => window.removeEventListener('focus', onFocus)
+  }, [])
+
   const chooseFolder = async () => {
     if (!api) return
     const r = await api.gpmLibChooseRoot()
@@ -82,13 +93,6 @@ function Dock({ onClose }: { onClose: () => void }) {
     flash(`Library set to ${r.root}`)
     await refresh()
   }
-  const resetFolder = async () => {
-    if (!api) return
-    await api.gpmLibResetRoot()
-    setOpenFolders(new Set())
-    flash('Library reset to default')
-    await refresh()
-  }
 
   const toggleFolder = (name: string) => {
     setOpenFolders((prev) => {
@@ -194,9 +198,6 @@ function Dock({ onClose }: { onClose: () => void }) {
 
       <div className="flex items-center gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
         <span className="flex-1 text-[10px] truncate" title={rootPath} style={{ color: C.faint }}>{rootPath}</span>
-        {!rootIsDefault && (
-          <button onClick={() => void resetFolder()} title="Reset to default Downloads folder" className="h-6 w-6 flex items-center justify-center rounded-md shrink-0" style={{ color: C.muted }}><RotateCcw size={12} /></button>
-        )}
         <button onClick={() => void chooseFolder()} title="Choose a different folder for the Studio Assets panel" className="flex items-center gap-1 rounded-md px-2 py-1 text-[10px] font-medium shrink-0" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }}>
           <FolderInput size={11} />Set Folder
         </button>
diff --git a/frontend/lib/video-save-actions.ts b/frontend/lib/video-save-actions.ts
index 479c62e26..a3bf8fd43 100644
--- a/frontend/lib/video-save-actions.ts
+++ b/frontend/lib/video-save-actions.ts
@@ -91,7 +91,13 @@ export async function saveVideoFrame(
     return
   }
   const srcPath = fileUrlToPath(pathOrUrl)
-  const t = Number.isFinite(videoEl.currentTime) ? Math.max(0, videoEl.currentTime) : 0
+  const duration = Number.isFinite(videoEl.duration) && videoEl.duration > 0 ? videoEl.duration : 0
+  let t = Number.isFinite(videoEl.currentTime) ? Math.max(0, videoEl.currentTime) : 0
+  // A video paused/ended at its exact duration has no frame to decode AT that
+  // timestamp — the accurate seek lands past the final frame and ffmpeg writes
+  // nothing. Previews autoplay to the end, so this was failing almost every time.
+  // Back off ~one frame from the end so there's always a real frame to grab.
+  if (duration > 0 && t > duration - 0.05) t = Math.max(0, duration - 0.05)
   const stem = `${toStem(suggestedName, srcPath)}_frame_${t.toFixed(2).replace('.', '_')}`
   try {
     const dest = await api.showSaveDialog({
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 859edcd91..d7176abdb 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -203,9 +203,10 @@ function AssetCard({
         </button>
       )}
       
-      {/* Hover overlay */}
+      {/* Hover overlay. Held below full opacity so the controls read as a gentle
+          layer over the media rather than a harsh bright bar. */}
       <div className={`absolute inset-0 bg-gradient-to-t from-black/60 via-transparent to-black/30 transition-opacity duration-200 ${
-        isHovered ? 'opacity-100' : 'opacity-0'
+        isHovered ? 'opacity-75' : 'opacity-0'
       }`}>
         {/* Top buttons */}
         <div className="absolute top-2 left-2 right-2 flex items-center justify-between flex-wrap gap-y-1.5">

From 111fe2f065eeeeaeb1879ad63c0176527e6d15f2 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 25 Jul 2026 00:43:43 -0400
Subject: [PATCH 070/117] feat(studio-assets): live folder refresh via fs.watch
 instead of window focus
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Replace the window-focus refresh (fired on every alt-tab, re-listing even
when nothing changed) with a real filesystem watch on the library root. The
Electron main process watches the folder recursively, debounces 250ms
(fs.watch emits several events per op), and pushes a `gpm-lib-changed`
event; the Studio Assets panel refreshes only on genuine disk changes. The
watcher re-points when the folder is changed via Set Folder.

Now files added/removed by anything — an in-app "Save video", or a drop
straight into the folder from Explorer — appear immediately. Recursive
fs.watch is Windows/macOS; on Linux it falls back to manual Refresh only.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/ipc/library-handlers.ts             | 32 +++++++++++++++++++-
 electron/preload.ts                          |  8 +++++
 frontend/components/gpm/DownloadsBrowser.tsx | 13 ++++----
 shared/electron-api-schema.ts                |  2 ++
 4 files changed, 47 insertions(+), 8 deletions(-)

diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 309063c2e..44d665e5f 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -29,6 +29,31 @@ function libRoot(): string {
   return root
 }
 
+// Watch the library root so the Studio Assets panel refreshes the moment files
+// are added/removed on disk (e.g. a "Save video" into the folder), instead of
+// only on manual refresh. Debounced because fs.watch fires several events per
+// operation; recursive so changes inside subfolders (Inbox, etc.) are seen.
+let libWatcher: fs.FSWatcher | null = null
+let watchDebounce: ReturnType<typeof setTimeout> | null = null
+
+function notifyLibChanged(): void {
+  if (watchDebounce) clearTimeout(watchDebounce)
+  watchDebounce = setTimeout(() => {
+    getMainWindow()?.webContents.send('gpm-lib-changed')
+  }, 250)
+}
+
+function startLibWatch(): void {
+  if (libWatcher) { libWatcher.close(); libWatcher = null }
+  try {
+    libWatcher = fs.watch(libRoot(), { recursive: true }, () => notifyLibChanged())
+  } catch (e) {
+    // recursive watch is unsupported on some platforms (e.g. Linux) — the panel
+    // still works via manual Refresh; just no live updates there.
+    logger.warn(`gpm library watch failed: ${e}`)
+  }
+}
+
 function safeName(name: string): string {
   if (!name || name.includes('/') || name.includes('\\') || name.includes('..')) {
     throw new Error(`Invalid name: ${name}`)
@@ -148,11 +173,16 @@ export function registerLibraryHandlers(): void {
     const chosen = result.filePaths[0]
     setLibraryRootOverride(chosen)
     fs.mkdirSync(chosen, { recursive: true })
+    startLibWatch() // re-point the watcher at the newly chosen folder
     return { root: chosen }
   })
 
   handle('gpmLibResetRoot', () => {
     setLibraryRootOverride(null)
-    return { root: libRoot() }
+    const root = libRoot()
+    startLibWatch()
+    return { root }
   })
+
+  startLibWatch()
 }
diff --git a/electron/preload.ts b/electron/preload.ts
index de4ec81b5..388a7fe45 100644
--- a/electron/preload.ts
+++ b/electron/preload.ts
@@ -32,6 +32,14 @@ api.onMenuAction = (cb: (action: string) => void) => {
   }
 }
 
+api.onGpmLibChanged = (cb: () => void) => {
+  const listener = () => cb()
+  ipcRenderer.on('gpm-lib-changed', listener)
+  return () => {
+    ipcRenderer.removeListener('gpm-lib-changed', listener)
+  }
+}
+
 api.getPathForFile = (file: File) => webUtils.getPathForFile(file)
 
 api.platform = process.platform
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 1aefad0d3..a3d1de178 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -73,16 +73,15 @@ function Dock({ onClose }: { onClose: () => void }) {
   }
   useEffect(() => { void refresh() }, [])
 
-  // Auto-refresh when the app window regains focus — e.g. after the native Save
-  // dialog closes from a "Save video"/"Save frame" into this folder, so newly
-  // saved files appear right away without hitting Refresh. A ref keeps the
-  // listener pinned to the latest refresh without re-subscribing each render.
+  // Live-refresh from a filesystem watch on the library folder: files saved into
+  // it (e.g. "Save video"/"Save frame") appear immediately, and only on real
+  // disk changes — no re-listing on every window focus. A ref keeps the
+  // subscription pinned to the latest refresh without re-subscribing each render.
   const refreshRef = useRef(refresh)
   refreshRef.current = refresh
   useEffect(() => {
-    const onFocus = () => void refreshRef.current()
-    window.addEventListener('focus', onFocus)
-    return () => window.removeEventListener('focus', onFocus)
+    const unsubscribe = api?.onGpmLibChanged?.(() => void refreshRef.current())
+    return () => unsubscribe?.()
   }, [])
 
   const chooseFolder = async () => {
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 47ef1803e..f72c5539d 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -384,6 +384,8 @@ export type ElectronAPI = InvokeAPI & {
   removePythonSetupProgress: () => void
   onBackendHealthStatus: (cb: (data: BackendHealthStatus) => void) => (() => void)
   onMenuAction: (cb: (action: string) => void) => (() => void)
+  /** Fires (debounced) when the Studio Assets library folder changes on disk. */
+  onGpmLibChanged: (cb: () => void) => (() => void)
   getPathForFile: (file: File) => string
   platform: string
 }

From 4aa549c8139bab1b5e3cc21aa383a110ad6c4978 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 25 Jul 2026 16:36:12 -0400
Subject: [PATCH 071/117] Add Qwen Multi-Angle compose mode + Studio Assets
 newest-first sort

Compose mode: feed the subject plus up to 2 extra reference images
(prop/location/wardrobe) so Qwen-Image-Edit-2511 composes from separate
full-fidelity refs instead of one crammed sheet.
- api_types: QwenMultiAngleGenerateRequest.extra_image_data_urls
- handler decodes/resizes each ref; pipeline passes image=[subject, *refs]
  (kept inside the SageAttention SDPA guard); Protocol signature updated
- panel: References strip (drag/pick, removable), capped at 2 = 3 total,
  the model's input ceiling; extraRefs lifted into QwenAngleState

Fix close-up/ECU button shadowing: the distance buttons now strip the
injected "extreme close-up" phrase, so close-up re-selects and medium/wide
stop sending a contradictory prompt.

Studio Assets newest-first: thread file mtimeMs through the gpmLibList IPC
(electron handler + zod schema + LibFile) and sort each folder by mtime
desc, so fresh saves land at the top instead of the bottom.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/api_types.py                          |  4 +
 backend/handlers/qwen_multiangle_handler.py   |  2 +
 .../gguf_qwen_multiangle_pipeline.py          |  5 +-
 .../qwen_multiangle_pipeline.py               |  1 +
 electron/ipc/library-handlers.ts              |  5 +-
 frontend/components/gpm/DownloadsBrowser.tsx  |  7 +-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 75 ++++++++++++++++++-
 frontend/generated/backend-openapi.json       |  9 ++-
 frontend/generated/backend-openapi.ts         |  4 +-
 shared/electron-api-schema.ts                 |  2 +-
 10 files changed, 104 insertions(+), 10 deletions(-)

diff --git a/backend/api_types.py b/backend/api_types.py
index e3764b1ef..fcfffe367 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -506,6 +506,10 @@ class QwenMultiAngleGenerateRequest(BaseModel):
     model_config = ConfigDict(strict=True)
 
     image_data_url: str
+    # Compose mode: additional reference images (prop, location, wardrobe) fed to
+    # Qwen alongside the subject. image_data_url is the subject being re-angled;
+    # these are extra context the model composes from. Empty = classic single-image.
+    extra_image_data_urls: list[str] = Field(default_factory=list)
     azimuth_deg: float
     elevation_deg: float
     zoom: float
diff --git a/backend/handlers/qwen_multiangle_handler.py b/backend/handlers/qwen_multiangle_handler.py
index eeea6d7a1..311ff8b82 100644
--- a/backend/handlers/qwen_multiangle_handler.py
+++ b/backend/handlers/qwen_multiangle_handler.py
@@ -46,6 +46,7 @@ def generate(self, req: QwenMultiAngleGenerateRequest) -> QwenMultiAngleGenerate
 
         source_image = _decode_data_url(req.image_data_url)
         source_image = _model_resize(source_image)
+        extra_images = [_model_resize(_decode_data_url(u)) for u in req.extra_image_data_urls]
 
         seed = req.seed
         if req.randomize_seed:
@@ -68,6 +69,7 @@ def _on_step(step: int, total_steps: int) -> None:
 
             result_image = pipeline_state.pipeline.generate(
                 image=source_image,
+                extra_images=extra_images,
                 azimuth_deg=req.azimuth_deg,
                 elevation_deg=req.elevation_deg,
                 zoom=req.zoom,
diff --git a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
index 208f2979d..8397d01e3 100644
--- a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
@@ -107,6 +107,7 @@ def generate(
         self,
         *,
         image: "PILImage",
+        extra_images: "list[PILImage] | None" = None,
         azimuth_deg: float,
         elevation_deg: float,
         zoom: float,
@@ -147,7 +148,9 @@ def _on_step_end(pipeline: object, step: int, timestep: object, kwargs: dict[str
         F.scaled_dot_product_attention = torch._C._nn.scaled_dot_product_attention  # type: ignore[assignment]
         try:
             result = self._pipe(  # type: ignore[reportCallIssue]
-                image=image,
+                # Plus pipeline (2511) accepts a list; subject first, then the
+                # extra references (prop/location) it composes from.
+                image=[image, *extra_images] if extra_images else image,
                 prompt=prompt,
                 negative_prompt=" ",
                 true_cfg_scale=cfg,
diff --git a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
index aa08901e0..a4dfb2c14 100644
--- a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
@@ -32,6 +32,7 @@ def generate(
         self,
         *,
         image: "PILImage",
+        extra_images: "list[PILImage] | None" = None,
         azimuth_deg: float,
         elevation_deg: float,
         zoom: float,
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 44d665e5f..05d8f584a 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -86,14 +86,15 @@ export function registerLibraryHandlers(): void {
       fs.mkdirSync(path.join(root, 'Inbox'), { recursive: true })
       folders = ['Inbox']
     }
-    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean }> = []
+    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean; mtimeMs: number }> = []
     for (const folder of folders) {
       const fp = path.join(root, folder)
       for (const entry of fs.readdirSync(fp, { withFileTypes: true })) {
         if (!entry.isFile()) continue
         const ext = path.extname(entry.name).toLowerCase()
         if (!MEDIA_EXT.has(ext)) continue
-        files.push({ folder, name: entry.name, path: path.join(fp, entry.name), isVideo: VIDEO_EXT.has(ext), isAudio: AUDIO_EXT.has(ext) })
+        const full = path.join(fp, entry.name)
+        files.push({ folder, name: entry.name, path: full, isVideo: VIDEO_EXT.has(ext), isAudio: AUDIO_EXT.has(ext), mtimeMs: fs.statSync(full).mtimeMs })
       }
     }
     return { root, folders, files }
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index a3d1de178..47f18ec3d 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -21,7 +21,7 @@ const C = {
   blue: '#1f8fff', green: '#28c76f',
 }
 
-export interface LibFile { folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean }
+export interface LibFile { folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean; mtimeMs: number }
 type TypeFilter = 'all' | 'image' | 'video' | 'audio'
 const ORDER_KEY = 'gpm_dl_order'
 export const FILE_DND = 'application/x-gpm-dl-file'
@@ -224,7 +224,10 @@ function Dock({ onClose }: { onClose: () => void }) {
       {/* Folders — accordion: click a folder to expand its files inline. */}
       <div className="flex-1 overflow-y-auto">
         {folders.map((f) => {
-          const folderFiles = filterFiles(files.filter((x) => x.folder === f))
+          // Newest first: most-recently-saved/added files appear at the top of
+          // each folder instead of the bottom (mtime desc), so fresh saves don't
+          // require scrolling past the whole folder to find.
+          const folderFiles = filterFiles(files.filter((x) => x.folder === f)).sort((a, b) => b.mtimeMs - a.mtimeMs)
           const isOpen = openFolders.has(f)
           return (
             <div
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index fce77ead4..c6912fdd9 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -16,6 +16,10 @@ const ELEVATION_SHORT_LABELS = ['Low', 'Eye', 'Elevated', 'High']
 
 const SAVE_FOLDER_KEY = 'gpm_qwen_angle_save_folder'
 
+// Qwen-Image-Edit-2511 accepts ~3 input images total; the subject is one, so
+// cap extra references at 2. Also keeps the panel's in-memory state light.
+const MAX_EXTRA_REFS = 2
+
 /* Theme tokens — matches PromptManagerPro.tsx's C object exactly. */
 const C = {
   panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
@@ -40,6 +44,7 @@ export interface ResultEntry {
    (busy, save status) stay local — resetting those on remount is fine. */
 export interface QwenAngleState {
   source: { name: string; dataUrl: string } | null
+  extraRefs: { name: string; dataUrl: string }[]
   view: 'dial' | '3d'
   azDeg: number
   elDeg: number
@@ -54,6 +59,7 @@ export interface QwenAngleState {
 
 export const DEFAULT_QWEN_ANGLE_STATE: QwenAngleState = {
   source: null,
+  extraRefs: [],
   view: '3d',
   azDeg: 135,
   elDeg: 0,
@@ -135,8 +141,9 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   onUse: (img: GpmImage) => void
   flash: (m: string) => void
 }) {
-  const { source, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, useLightning, history, histIdx } = state
+  const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, useLightning, history, histIdx } = state
   const setSource = makeFieldSetter(setState, 'source')
+  const setExtraRefs = makeFieldSetter(setState, 'extraRefs')
   const setView = makeFieldSetter(setState, 'view')
   const setAzDeg = makeFieldSetter(setState, 'azDeg')
   const setElDeg = makeFieldSetter(setState, 'elDeg')
@@ -153,6 +160,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const [saveStatus, setSaveStatus] = useState<string | null>(null)
 
   const fileRef = useRef<HTMLInputElement | null>(null)
+  const extraFileRef = useRef<HTMLInputElement | null>(null)
   const backCanvasRef = useRef<HTMLCanvasElement | null>(null)
   const frontCanvasRef = useRef<HTMLCanvasElement | null>(null)
   const dragState = useRef<{ lastX: number; lastY: number } | null>(null)
@@ -191,6 +199,39 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     if (file) setSource({ name: file.name, dataUrl: await readDataUrl(file) })
   }
 
+  /* ---- extra reference images (prop, location, wardrobe) ----
+     Mirrors onSourceDrop's extraction but appends to the extraRefs list
+     instead of replacing the single subject. Kept as a separate extractor so
+     the working single-source path is untouched. */
+  const extractRefFromDrag = async (e: React.DragEvent): Promise<{ name: string; dataUrl: string } | null> => {
+    const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpm) { const d = JSON.parse(gpm) as GpmDndImage; return { name: d.name, dataUrl: d.dataUrl } }
+    const lib = e.dataTransfer.getData(FILE_DND)
+    if (lib) {
+      const d = JSON.parse(lib) as LibFile
+      if (!d.isVideo && !d.isAudio) {
+        const file = await window.electronAPI?.readLocalFile?.({ filePath: d.path })
+        if (file) return { name: d.name, dataUrl: `data:${file.mimeType};base64,${file.data}` }
+      }
+      return null
+    }
+    const file = e.dataTransfer.files?.[0]
+    if (file?.type.startsWith('image/')) return { name: file.name, dataUrl: await readDataUrl(file) }
+    return null
+  }
+  const onExtraDrop = async (e: React.DragEvent) => {
+    e.preventDefault()
+    const ref = await extractRefFromDrag(e)
+    if (ref) setExtraRefs((rs) => (rs.length >= MAX_EXTRA_REFS ? rs : [...rs, ref]))
+  }
+  const onExtraPick = async (e: React.ChangeEvent<HTMLInputElement>) => {
+    const files = e.target.files; e.target.value = ''
+    if (!files?.length) return
+    const refs = await Promise.all(Array.from(files).map(async (f) => ({ name: f.name, dataUrl: await readDataUrl(f) })))
+    setExtraRefs((rs) => [...rs, ...refs].slice(0, MAX_EXTRA_REFS))
+  }
+  const removeExtra = (i: number) => setExtraRefs((rs) => rs.filter((_, idx) => idx !== i))
+
   /* ---- 3D canvas draw ---- */
   useEffect(() => {
     if (view !== '3d') return
@@ -286,6 +327,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     try {
       const result = await ApiClient.qwenMultiAngleGenerate({
         image_data_url: source.dataUrl,
+        extra_image_data_urls: extraRefs.map((r) => r.dataUrl),
         azimuth_deg: azDeg,
         elevation_deg: elDeg,
         zoom: DISTANCE_BUCKETS[znIdx].zoom,
@@ -396,6 +438,35 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
           </div>
           <input ref={fileRef} type="file" accept="image/*" className="hidden" onChange={(e) => void onSourcePick(e)} />
 
+          {/* extra reference images — prop, location, wardrobe. Fed to Qwen
+             alongside the subject (above) so it composes from full-fidelity
+             separate refs instead of one crammed sheet. */}
+          <div className="mt-2">
+            <div className="text-[10px] mb-1" style={{ color: C.muted }}>References — prop, location, wardrobe · {extraRefs.length}/{MAX_EXTRA_REFS}</div>
+            <div className="flex flex-wrap gap-1.5">
+              {extraRefs.map((r, i) => (
+                <div key={i} className="relative rounded overflow-hidden" style={{ width: 48, height: 48, border: `1px solid ${C.border}` }} title={r.name}>
+                  <img src={r.dataUrl} alt={r.name} style={{ width: '100%', height: '100%', objectFit: 'cover', display: 'block' }} />
+                  <button
+                    onClick={() => removeExtra(i)}
+                    className="absolute top-0 right-0 h-4 w-4 flex items-center justify-center"
+                    style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }} title="Remove"
+                  ><X size={9} /></button>
+                </div>
+              ))}
+              {extraRefs.length < MAX_EXTRA_REFS && (
+                <div
+                  onDragOver={(e) => e.preventDefault()} onDrop={(e) => void onExtraDrop(e)}
+                  onClick={() => extraFileRef.current?.click()}
+                  className="flex items-center justify-center rounded cursor-pointer"
+                  style={{ width: 48, height: 48, border: `1px dashed ${C.borderLt}`, color: C.faint }}
+                  title="Add reference image (prop, location, wardrobe)"
+                ><Upload size={14} /></div>
+              )}
+            </div>
+          </div>
+          <input ref={extraFileRef} type="file" accept="image/*" multiple className="hidden" onChange={(e) => void onExtraPick(e)} />
+
           {/* extra prompt — sits under the preview image to fill the space
              left over now that the image is a short 16:9 box. */}
           <div className="relative mt-2">
@@ -473,7 +544,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
           <div className="flex gap-1 mb-2">
             {DISTANCE_BUCKETS.map((b, i) => (
               <button
-                key={b.zoom} onClick={() => setZnIdx(i)}
+                key={b.zoom} onClick={() => { setZnIdx(i); setExtraPrompt((p) => p.replace(/,?\s*extreme close-up/ig, '').trim()) }}
                 className="flex-1 text-[10px] py-1.5 rounded"
                 style={{ background: i === znIdx && !isEcu ? C.blue : C.card, color: i === znIdx && !isEcu ? '#fff' : C.muted, border: `1px solid ${i === znIdx && !isEcu ? C.blue : C.border}` }}
               >{b.phrase}</button>
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index e6f7db032..d7e42acea 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -3070,6 +3070,13 @@
             "title": "Elevation Deg",
             "type": "number"
           },
+          "extra_image_data_urls": {
+            "items": {
+              "type": "string"
+            },
+            "title": "Extra Image Data Urls",
+            "type": "array"
+          },
           "extra_prompt": {
             "default": "",
             "title": "Extra Prompt",
@@ -3286,7 +3293,7 @@
             "title": "Activeltxmodelid"
           },
           "diffusionStageCacheEnabled": {
-            "default": false,
+            "default": true,
             "title": "Diffusionstagecacheenabled",
             "type": "boolean"
           },
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index 96f02ae7e..d8deb4344 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -1797,6 +1797,8 @@ export interface components {
             azimuth_deg: number;
             /** Elevation Deg */
             elevation_deg: number;
+            /** Extra Image Data Urls */
+            extra_image_data_urls?: string[];
             /**
              * Extra Prompt
              * @default
@@ -1907,7 +1909,7 @@ export interface components {
             activeLtxModelId?: ("ltx-2.3-22b-distilled-1.1" | "ltx-2.3-22b-distilled") | null;
             /**
              * Diffusionstagecacheenabled
-             * @default false
+             * @default true
              */
             diffusionStageCacheEnabled: boolean;
             /**
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index f72c5539d..89518f673 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -352,7 +352,7 @@ export const electronAPISchemas = {
     output: z.object({
       root: z.string(),
       folders: z.array(z.string()),
-      files: z.array(z.object({ folder: z.string(), name: z.string(), path: z.string(), isVideo: z.boolean(), isAudio: z.boolean() })),
+      files: z.array(z.object({ folder: z.string(), name: z.string(), path: z.string(), isVideo: z.boolean(), isAudio: z.boolean(), mtimeMs: z.number() })),
     }),
   },
   gpmLibCreateFolder: { input: z.object({ name: z.string() }), output: emptyResult },

From be95cd1c20479f5a6f7b45d6c317aa0d4f1a31f6 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 25 Jul 2026 23:18:02 -0400
Subject: [PATCH 072/117] =?UTF-8?q?Add=20"Continue=20as=20new=20shot"=20?=
 =?UTF-8?q?=E2=80=94=20branch=20a=20fresh=20clip=20from=20a=20video's=20la?=
 =?UTF-8?q?st=20frame?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

A fast alternative to seamless extend: instead of denoising the whole
source+extension (which grows with clip length), seed a fresh i2v generation
from the source's last frame. Constant-cost, no compounding, editorial freedom
(clips stay separate on the timeline).

- Electron: extractLastFrameToFile (-sseof + reverse, no fps math) and
  trimFirstFrameToFile (drops the duplicate lead frame + matching audio slice)
  in ffmpeg-utils; continuationExtractLastFrame / continuationSaveTrimmed IPC
  handlers writing into a Continuations library folder; ensureLibFolder helper.
- GenSpace: "Continue" button on video result cards — extracts the last frame,
  seeds it as the i2v input, matches source aspect/resolution/fps, carries the
  prompt. On completion the duplicate frame-0 is auto-trimmed and the clean clip
  saved to Continuations, ready to butt-join the source with no stutter.
- Fix action-row overflow that clipped the IC-LoRA button (flex-wrap).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/ffmpeg-utils.ts           | 66 ++++++++++++++++++
 electron/ipc/library-handlers.ts          |  9 +++
 electron/ipc/video-processing-handlers.ts | 38 ++++++++++-
 frontend/views/GenSpace.tsx               | 82 ++++++++++++++++++++++-
 shared/electron-api-schema.ts             | 14 ++++
 5 files changed, 206 insertions(+), 3 deletions(-)

diff --git a/electron/export/ffmpeg-utils.ts b/electron/export/ffmpeg-utils.ts
index fbefc8617..558af90e3 100644
--- a/electron/export/ffmpeg-utils.ts
+++ b/electron/export/ffmpeg-utils.ts
@@ -182,6 +182,72 @@ export function getVideoDimensions(videoPath: string): { width: number; height:
   return { width, height }
 }
 
+/** Parse the video stream's fps from ffmpeg -i output; falls back to 24. */
+export function getVideoFps(ffmpegPath: string, videoPath: string): number {
+  try {
+    const result = spawnSync(ffmpegPath, ['-i', videoPath, '-hide_banner'], { encoding: 'utf8', timeout: 5000 })
+    const output = (result.stdout || '') + (result.stderr || '')
+    const m = output.match(/(\d+(?:\.\d+)?)\s*fps/)
+    const fps = m ? Number(m[1]) : NaN
+    return Number.isFinite(fps) && fps > 0 ? fps : 24
+  } catch {
+    return 24
+  }
+}
+
+/**
+ * Extract the final frame of a video to a full-resolution PNG. Reads only the
+ * last second (`-sseof -1`) and reverses it so `-frames:v 1` yields the true
+ * last frame — robust across variable frame counts, no fps math needed.
+ */
+export function extractLastFrameToFile({ videoPath, outputPath, timeoutMs = 15000 }: {
+  videoPath: string
+  outputPath: string
+  timeoutMs?: number
+}): string {
+  const ffmpegPath = findFfmpegPath()
+  if (!ffmpegPath) throw new Error('ffmpeg not found')
+  if (!fs.existsSync(videoPath)) throw new Error(`Video file not found: ${videoPath}`)
+
+  const args = ['-sseof', '-1', '-i', videoPath, '-vf', 'reverse', '-frames:v', '1', '-y', outputPath]
+  logger.info(`[extract-last-frame] ${args.join(' ').slice(0, 300)}`)
+  runFfmpegSyncOrThrow(ffmpegPath, args, timeoutMs)
+  if (!fs.existsSync(outputPath)) throw new Error('ffmpeg produced no output file')
+  return outputPath
+}
+
+/**
+ * Re-encode a video with its first frame removed (and the matching audio slice
+ * dropped so A/V stays in sync). Used by "Continue as new shot" to delete the
+ * duplicate lead frame the i2v conditioning reproduces from the source's last
+ * frame, so the continuation butt-joins the source with no stutter.
+ */
+export function trimFirstFrameToFile({ videoPath, outputPath, timeoutMs = 120000 }: {
+  videoPath: string
+  outputPath: string
+  timeoutMs?: number
+}): string {
+  const ffmpegPath = findFfmpegPath()
+  if (!ffmpegPath) throw new Error('ffmpeg not found')
+  if (!fs.existsSync(videoPath)) throw new Error(`Video file not found: ${videoPath}`)
+
+  const hasAudio = fileHasAudio(ffmpegPath, videoPath)
+  const fps = getVideoFps(ffmpegPath, videoPath)
+  const args: string[] = [
+    '-i', videoPath,
+    '-vf', 'trim=start_frame=1,setpts=PTS-STARTPTS',
+    ...(hasAudio
+      ? ['-af', `atrim=start=${(1 / fps).toFixed(6)},asetpts=PTS-STARTPTS`, '-c:a', 'aac', '-b:a', '192k']
+      : ['-an']),
+    '-c:v', 'libx264', '-crf', '18', '-preset', 'veryfast', '-pix_fmt', 'yuv420p',
+    '-y', outputPath,
+  ]
+  logger.info(`[trim-first-frame] ${args.join(' ').slice(0, 300)}`)
+  runFfmpegSyncOrThrow(ffmpegPath, args, timeoutMs)
+  if (!fs.existsSync(outputPath)) throw new Error('ffmpeg produced no output file')
+  return outputPath
+}
+
 export function stopExportProcess(): void {
   if (activeExportProcess) {
     logger.info( 'Stopping active export process...')
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 05d8f584a..027823b8a 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -61,6 +61,15 @@ function safeName(name: string): string {
   return name.trim()
 }
 
+/** Ensure a named library subfolder exists and return its absolute path. Used by
+ *  features that write generated assets straight into the library (e.g. "Continue
+ *  as new shot" saving the extracted frame + trimmed clip into Continuations). */
+export function ensureLibFolder(name: string): string {
+  const p = folderPath(name)
+  fs.mkdirSync(p, { recursive: true })
+  return p
+}
+
 function folderPath(name: string): string {
   const p = path.join(libRoot(), safeName(name))
   validatePath(p, getAllowedRoots())
diff --git a/electron/ipc/video-processing-handlers.ts b/electron/ipc/video-processing-handlers.ts
index 135d1440c..664c98e76 100644
--- a/electron/ipc/video-processing-handlers.ts
+++ b/electron/ipc/video-processing-handlers.ts
@@ -1,6 +1,21 @@
-import { extractVideoFrameToFile } from '../export/ffmpeg-utils'
+import path from 'path'
+import {
+  extractVideoFrameToFile,
+  extractLastFrameToFile,
+  trimFirstFrameToFile,
+  getVideoDimensions,
+  getVideoFps,
+  findFfmpegPath,
+} from '../export/ffmpeg-utils'
+import { ensureLibFolder } from './library-handlers'
 import { handle } from './typed-handle'
 
+const CONTINUATIONS_FOLDER = 'Continuations'
+
+function stamp(): string {
+  return new Date().toISOString().replace(/[:.]/g, '-').slice(0, 19)
+}
+
 export function registerVideoProcessingHandlers(): void {
   handle('extractVideoFrame', async ({ videoPath, seekTime, width, quality, outputPath }) => {
     return {
@@ -19,4 +34,25 @@ export function registerVideoProcessingHandlers(): void {
       }),
     }
   })
+
+  // "Continue as new shot" — extract the clip's last frame into Continuations to
+  // seed an i2v continuation, and report the source dims/fps so the next gen matches.
+  handle('continuationExtractLastFrame', async ({ videoPath }) => {
+    const dir = ensureLibFolder(CONTINUATIONS_FOLDER)
+    const framePath = path.join(dir, `continuation_frame_${stamp()}.png`)
+    extractLastFrameToFile({ videoPath, outputPath: framePath })
+    const { width, height } = getVideoDimensions(videoPath)
+    const ffmpegPath = findFfmpegPath()
+    const fps = ffmpegPath ? getVideoFps(ffmpegPath, videoPath) : 24
+    return { framePath, width, height, fps }
+  })
+
+  // Drop the duplicate lead frame from a freshly generated continuation and save
+  // the clean clip into Continuations.
+  handle('continuationSaveTrimmed', async ({ videoPath }) => {
+    const dir = ensureLibFolder(CONTINUATIONS_FOLDER)
+    const outPath = path.join(dir, `continuation_${stamp()}.mp4`)
+    trimFirstFrameToFile({ videoPath, outputPath: outPath })
+    return { path: outPath }
+  })
 }
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index d7176abdb..8cbdc9b56 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -3,7 +3,7 @@ import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles,
   Clock, Monitor, ChevronUp, Scissors, Music,
-  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, RefreshCw
+  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, RefreshCw, Clapperboard
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -83,6 +83,7 @@ function AssetCard({
   onRegenerate,
   onRetake,
   onExtend,
+  onContinue,
   onIcLora,
   onToggleFavorite,
   bins,
@@ -97,6 +98,7 @@ function AssetCard({
   onRegenerate?: (asset: Asset) => void
   onRetake?: (asset: Asset) => void
   onExtend?: (asset: Asset) => void
+  onContinue?: (asset: Asset) => void
   onIcLora?: (asset: Asset) => void
   onToggleFavorite?: () => void
   bins: Record<string, string>
@@ -213,7 +215,7 @@ function AssetCard({
           {/* Left actions: originals stay on row 1; Regenerate sits on its own
               row below so it can't push IC-LoRA off a narrow card. */}
           <div className="flex flex-col items-start gap-1.5">
-          <div className="flex items-center gap-1.5">
+          <div className="flex items-center gap-1.5 flex-wrap">
             <button
               onClick={(e) => { e.stopPropagation(); onToggleFavorite?.() }}
               className={`p-1.5 rounded-lg backdrop-blur-md transition-colors ${
@@ -252,6 +254,16 @@ function AssetCard({
                     Extend
                   </button>
                 )}
+                {onContinue && (
+                  <button
+                    onClick={(e) => { e.stopPropagation(); onContinue(asset) }}
+                    title="Continue as a new clip — seeds a fresh generation from this shot's last frame"
+                    className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
+                  >
+                    <Clapperboard className="h-3 w-3" />
+                    Continue
+                  </button>
+                )}
                 {onIcLora && (
                   <button
                     onClick={(e) => { e.stopPropagation(); onIcLora(asset) }}
@@ -1148,6 +1160,20 @@ const gallerySizeClasses: Record<GallerySize, string> = {
   large: 'grid-cols-[repeat(auto-fill,minmax(380px,1fr))]',
 }
 
+// Map a source clip's geometry to Gen Space's discrete video settings so a
+// "Continue as new shot" continuation renders at a matching size/fps — the
+// separate clips must cut together cleanly on the timeline.
+function continuationAspectRatio(width: number, height: number): string {
+  const r = width / height
+  const opts: Array<[string, number]> = [['16:9', 16 / 9], ['9:16', 9 / 16], ['21:9', 21 / 9]]
+  return opts.reduce((best, o) => (Math.abs(o[1] - r) < Math.abs(best[1] - r) ? o : best))[0]
+}
+function continuationResolution(shortSide: number): string {
+  if (shortSide <= 560) return '540p'
+  if (shortSide <= 760) return '720p'
+  return '1080p'
+}
+
 const DEFAULT_VIDEO_SETTINGS = {
   model: 'fast',
   duration: 5,
@@ -1238,6 +1264,10 @@ export function GenSpace() {
     }
   } | null>(null)
   const [settings, setSettings] = useState(() => ({ ...DEFAULT_VIDEO_SETTINGS }))
+  // "Continue as new shot": pending = the next completed gen is a continuation
+  // whose duplicate lead frame should be trimmed; processed dedupes per output.
+  const continuationPendingRef = useRef(false)
+  const continuationProcessedRef = useRef<string | null>(null)
   // Memoized: this fed sanitizeVideoSettings -> handleRegenerate -> the gallery's
   // useMemo, so rebuilding it every render silently defeated that memo and made
   // every prompt keystroke re-render all thumbnails.
@@ -1771,6 +1801,28 @@ export function GenSpace() {
     })()
   }, [videoPath, currentProjectId, isGenerating, sanitizeVideoSettings, settings, inputImage, inputAudio, lastPrompt, addAsset, reset, selectedLoras, isLocalMode, appSettings.modelsDir])
 
+  // "Continue as new shot": once the seeded continuation finishes, drop the
+  // duplicate lead frame (a copy of the source's last frame the i2v conditioning
+  // reproduces) and save the clean clip into the Continuations library folder,
+  // ready to butt-join the source with no stutter. Independent of the persist
+  // effect above; guarded by refs so it runs once per output.
+  useEffect(() => {
+    if (!videoPath || !continuationPendingRef.current) return
+    if (continuationProcessedRef.current === videoPath) return
+    continuationProcessedRef.current = videoPath
+    continuationPendingRef.current = false
+    const api = window.electronAPI
+    if (!api) return
+    const src = videoPath
+    void (async () => {
+      try {
+        await api.continuationSaveTrimmed({ videoPath: src })
+      } catch (err) {
+        logger.error(`Continuation trim/save failed: ${err}`)
+      }
+    })()
+  }, [videoPath])
+
   // When retake completes, add as take or new asset
   useEffect(() => {
     if (!retakeResult || !currentProjectId || isRetaking) return
@@ -2332,6 +2384,31 @@ export function GenSpace() {
     setExtendPanelKey((prev) => prev + 1)
   }, [])
 
+  // "Continue as new shot": extract the clip's last frame, seed a fresh i2v gen
+  // with it, and match the source's geometry/fps. The user tweaks the prompt and
+  // hits Generate; the completion effect above trims + saves to Continuations.
+  const handleContinue = useCallback(async (videoAsset: Asset) => {
+    if (videoAsset.type !== 'video') return
+    const api = window.electronAPI
+    if (!api) return
+    try {
+      const res = await api.continuationExtractLastFrame({ videoPath: videoAsset.path })
+      setMode('video')
+      setInputImage(res.framePath)
+      setPrompt(videoAsset.prompt || '')
+      setLastPrompt(videoAsset.prompt || '')
+      setSettings((prev) => ({
+        ...prev,
+        aspectRatio: continuationAspectRatio(res.width, res.height),
+        videoResolution: continuationResolution(Math.min(res.width, res.height)),
+        fps: Math.round(res.fps) || prev.fps,
+      }))
+      continuationPendingRef.current = true
+    } catch (err) {
+      logger.error(`Continue-from-last-frame setup failed: ${err}`)
+    }
+  }, [])
+
   const handleIcLora = useCallback((videoAsset: Asset) => {
     if (forceApiGenerations) return
     setMode('ic-lora')
@@ -2408,6 +2485,7 @@ export function GenSpace() {
       onRegenerate={handleRegenerate}
       onRetake={handleRetake}
       onExtend={handleExtend}
+      onContinue={handleContinue}
       onIcLora={!forceApiGenerations ? handleIcLora : undefined}
       onToggleFavorite={() => currentProjectId && toggleFavorite(currentProjectId, asset.id)}
       bins={bins}
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 89518f673..e843cbd8c 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -314,6 +314,20 @@ export const electronAPISchemas = {
     output: z.object({ path: z.string() }),
   },
 
+  // "Continue as new shot": extract a clip's last frame into the Continuations
+  // library folder to seed an i2v continuation; returns source dims/fps so the
+  // next gen matches (clips must cut together cleanly on the timeline).
+  continuationExtractLastFrame: {
+    input: z.object({ videoPath: z.string() }),
+    output: z.object({ framePath: z.string(), width: z.number(), height: z.number(), fps: z.number() }),
+  },
+  // Drop the duplicate lead frame from a freshly generated continuation and save
+  // the clean clip into Continuations, ready to butt-join the source.
+  continuationSaveTrimmed: {
+    input: z.object({ videoPath: z.string() }),
+    output: z.object({ path: z.string() }),
+  },
+
   // Logging
   writeLog: {
     input: z.object({ level: z.string(), message: z.string() }),

From cbd88a7f93b8e511befd8596451dfa22aa618c0f Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 25 Jul 2026 23:28:45 -0400
Subject: [PATCH 073/117] =?UTF-8?q?Continue=20from=20any=20frame=20?=
 =?UTF-8?q?=E2=80=94=20scrub-to-frame=20in=20the=20enlarged=20player?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Phase 2 of "Continue as new shot": branch a continuation from an exact frame,
not just the clip's end. Open the enlarged player, scrub/pause to the frame,
and "Continue from this frame" seeds the i2v gen from there.

- continuationExtractLastFrame gains an optional seekTime: present = frame-
  accurate extract at that timestamp (reuses extractVideoFrameToFile's accurate
  seek); absent = last frame (unchanged, so the card button is untouched).
- GenSpace: ref on the enlarged-player <video> to read the scrub position; a
  "Continue from this frame" button that passes video.currentTime through the
  same handleContinue path — geometry/fps/prompt carry and frame-0 auto-trim all
  reused. Card "Continue" (last frame) and modal "Continue from this frame"
  (scrubbed) share one code path; the only difference is whether seekTime is set.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/ipc/video-processing-handlers.ts |  9 ++++++--
 frontend/views/GenSpace.tsx               | 26 +++++++++++++++++++++--
 shared/electron-api-schema.ts             |  4 +++-
 3 files changed, 34 insertions(+), 5 deletions(-)

diff --git a/electron/ipc/video-processing-handlers.ts b/electron/ipc/video-processing-handlers.ts
index 664c98e76..d4df1d0c9 100644
--- a/electron/ipc/video-processing-handlers.ts
+++ b/electron/ipc/video-processing-handlers.ts
@@ -37,10 +37,15 @@ export function registerVideoProcessingHandlers(): void {
 
   // "Continue as new shot" — extract the clip's last frame into Continuations to
   // seed an i2v continuation, and report the source dims/fps so the next gen matches.
-  handle('continuationExtractLastFrame', async ({ videoPath }) => {
+  handle('continuationExtractLastFrame', async ({ videoPath, seekTime }) => {
     const dir = ensureLibFolder(CONTINUATIONS_FOLDER)
     const framePath = path.join(dir, `continuation_frame_${stamp()}.png`)
-    extractLastFrameToFile({ videoPath, outputPath: framePath })
+    if (seekTime != null) {
+      // Scrubbed "Continue from this frame": grab the exact frame (accurate seek).
+      extractVideoFrameToFile({ videoPath, seekTime, outputPath: framePath, accurate: true, timeoutMs: 15000 })
+    } else {
+      extractLastFrameToFile({ videoPath, outputPath: framePath })
+    }
     const { width, height } = getVideoDimensions(videoPath)
     const ffmpegPath = findFfmpegPath()
     const fps = ffmpegPath ? getVideoFps(ffmpegPath, videoPath) : 24
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 8cbdc9b56..facf60d18 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1227,6 +1227,7 @@ export function GenSpace() {
   const [inputAudio, setInputAudio] = useState<string | null>(null)
   const [localError, setLocalError] = useState<GenerationError | null>(null)
   const [selectedAsset, setSelectedAsset] = useState<Asset | null>(null)
+  const enlargedVideoRef = useRef<HTMLVideoElement | null>(null)
   const [copiedPrompt, setCopiedPrompt] = useState(false)
   // Live render stopwatch: elapsedMs ticks while generating and freezes on
   // completion; generationStartRef feeds the render time stored on the asset.
@@ -2387,12 +2388,12 @@ export function GenSpace() {
   // "Continue as new shot": extract the clip's last frame, seed a fresh i2v gen
   // with it, and match the source's geometry/fps. The user tweaks the prompt and
   // hits Generate; the completion effect above trims + saves to Continuations.
-  const handleContinue = useCallback(async (videoAsset: Asset) => {
+  const handleContinue = useCallback(async (videoAsset: Asset, seekTime?: number) => {
     if (videoAsset.type !== 'video') return
     const api = window.electronAPI
     if (!api) return
     try {
-      const res = await api.continuationExtractLastFrame({ videoPath: videoAsset.path })
+      const res = await api.continuationExtractLastFrame({ videoPath: videoAsset.path, seekTime })
       setMode('video')
       setInputImage(res.framePath)
       setPrompt(videoAsset.prompt || '')
@@ -2997,6 +2998,7 @@ export function GenSpace() {
             {selectedAsset.type === 'video' ? (
               <video
                 key={selectedAsset.id}
+                ref={enlargedVideoRef}
                 src={pathToFileUrl(selectedAsset.path)}
                 controls
                 autoPlay
@@ -3017,6 +3019,26 @@ export function GenSpace() {
                 className="w-full rounded-xl object-contain max-h-[75vh]"
               />
             )}
+            {selectedAsset.type === 'video' && (
+              <div className="mt-3 flex justify-center">
+                <button
+                  onClick={() => {
+                    const asset = selectedAsset
+                    if (!asset) return
+                    // Grab the frame currently shown (scrub position); the modal
+                    // <video> has native controls so the user pauses where they want.
+                    const t = enlargedVideoRef.current?.currentTime
+                    setSelectedAsset(null)
+                    void handleContinue(asset, t)
+                  }}
+                  title="Seed a new clip from the exact frame shown here"
+                  className="px-3 py-2 rounded-lg bg-blue-600 hover:bg-blue-500 text-white text-sm font-medium flex items-center gap-2 transition-colors"
+                >
+                  <Clapperboard className="h-4 w-4" />
+                  Continue from this frame
+                </button>
+              </div>
+            )}
             <div className="mt-4 text-center">
               <div className="inline-flex items-start gap-2 max-w-full">
                 <p className="text-zinc-300 max-h-40 overflow-y-auto whitespace-pre-wrap break-words text-left">{selectedAsset.prompt}</p>
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index e843cbd8c..559d59154 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -318,7 +318,9 @@ export const electronAPISchemas = {
   // library folder to seed an i2v continuation; returns source dims/fps so the
   // next gen matches (clips must cut together cleanly on the timeline).
   continuationExtractLastFrame: {
-    input: z.object({ videoPath: z.string() }),
+    // seekTime present = "Continue from this frame" (enlarged-player scrub);
+    // absent = the clip's last frame.
+    input: z.object({ videoPath: z.string(), seekTime: z.number().optional() }),
     output: z.object({ framePath: z.string(), width: z.number(), height: z.number(), fps: z.number() }),
   },
   // Drop the duplicate lead frame from a freshly generated continuation and save

From 934947bada9af712269fdcba9ba630d71c34b9cd Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 28 Jul 2026 14:50:10 -0400
Subject: [PATCH 074/117] Gen Space punch-list: lightbox Continue fix, 16:9
 preview, image save menu, Multi-Angle defaults

- Fix the enlarged-lightbox "Continue from this frame" button: the modal video
  autoplays to the end, so currentTime sat at duration and the frame extract
  decoded nothing. Back off ~1 frame from the end (matches saveVideoFrame).
- Input-image preview in the prompt box is now 16:9 (w-32 aspect-video,
  object-contain) instead of a square crop.
- Add right-click "Save image" to the image lightbox (new useImageSaveMenu +
  saveImageFile), matching the video lightbox's save menu.
- Multi-Angle panel now opens with Dial / front view / wide shot defaults.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../components/gpm/QwenMultiAnglePanel.tsx    |  6 +-
 frontend/components/useImageSaveMenu.tsx      | 96 +++++++++++++++++++
 frontend/lib/video-save-actions.ts            | 30 ++++++
 frontend/views/GenSpace.tsx                   | 29 +++++-
 4 files changed, 153 insertions(+), 8 deletions(-)
 create mode 100644 frontend/components/useImageSaveMenu.tsx

diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index c6912fdd9..7afe9b42c 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -60,10 +60,10 @@ export interface QwenAngleState {
 export const DEFAULT_QWEN_ANGLE_STATE: QwenAngleState = {
   source: null,
   extraRefs: [],
-  view: '3d',
-  azDeg: 135,
+  view: 'dial',
+  azDeg: 0,
   elDeg: 0,
-  znIdx: 0,
+  znIdx: 2,
   extraPrompt: '',
   seed: 42,
   randomizeSeed: false,
diff --git a/frontend/components/useImageSaveMenu.tsx b/frontend/components/useImageSaveMenu.tsx
new file mode 100644
index 000000000..8b5aa7316
--- /dev/null
+++ b/frontend/components/useImageSaveMenu.tsx
@@ -0,0 +1,96 @@
+/**
+ * Right-click "Save image" menu for React-rendered <img> elements (the asset
+ * lightbox). Image counterpart to useVideoSaveMenu — returns an `onContextMenu`
+ * handler to attach to the image and a `menu` node to render.
+ */
+import { useCallback, useEffect, useState } from 'react'
+import { createPortal } from 'react-dom'
+import { saveImageFile } from '../lib/video-save-actions'
+
+interface MenuState {
+  x: number
+  y: number
+  sourcePath: string
+  name?: string
+  /** Optional: restore this generation's recipe into Gen Space. */
+  onRegenerate?: () => void
+}
+
+const MENU_W = 168
+const MENU_H = 45
+const ITEM_H = 31
+
+export function useImageSaveMenu() {
+  const [menu, setMenu] = useState<MenuState | null>(null)
+
+  const onContextMenu = useCallback(
+    (
+      e: React.MouseEvent<HTMLImageElement>,
+      opts: { sourcePath: string; name?: string; onRegenerate?: () => void },
+    ) => {
+      e.preventDefault()
+      const height = MENU_H + (opts.onRegenerate ? ITEM_H : 0)
+      const x = Math.min(e.clientX, window.innerWidth - MENU_W - 8)
+      const y = Math.min(e.clientY, window.innerHeight - height - 8)
+      setMenu({ x, y, sourcePath: opts.sourcePath, name: opts.name, onRegenerate: opts.onRegenerate })
+    },
+    [],
+  )
+
+  useEffect(() => {
+    if (!menu) return
+    const onKey = (e: KeyboardEvent) => { if (e.key === 'Escape') setMenu(null) }
+    window.addEventListener('keydown', onKey, true)
+    return () => window.removeEventListener('keydown', onKey, true)
+  }, [menu])
+
+  const itemStyle: React.CSSProperties = {
+    display: 'block', width: '100%', textAlign: 'left', padding: '7px 12px',
+    background: 'transparent', border: 'none', color: '#e4e4e7', fontSize: 13,
+    cursor: 'pointer', borderRadius: 6,
+  }
+
+  const menuNode = menu
+    ? createPortal(
+        <>
+          <div
+            style={{ position: 'fixed', inset: 0, zIndex: 2147483644 }}
+            onClick={() => setMenu(null)}
+            onContextMenu={(e) => { e.preventDefault(); setMenu(null) }}
+          />
+          <div
+            style={{
+              position: 'fixed', left: menu.x, top: menu.y, width: MENU_W,
+              zIndex: 2147483645, padding: 4, borderRadius: 8,
+              background: '#18181b', border: '1px solid #34343d',
+              boxShadow: '0 12px 40px rgba(0,0,0,0.5)',
+            }}
+            onClick={(e) => e.stopPropagation()}
+            onContextMenu={(e) => e.preventDefault()}
+          >
+            {menu.onRegenerate && (
+              <button
+                style={itemStyle}
+                onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
+                onMouseLeave={(e) => (e.currentTarget.style.background = 'transparent')}
+                onClick={() => { menu.onRegenerate?.(); setMenu(null) }}
+              >
+                Regenerate
+              </button>
+            )}
+            <button
+              style={itemStyle}
+              onMouseEnter={(e) => (e.currentTarget.style.background = '#27272a')}
+              onMouseLeave={(e) => (e.currentTarget.style.background = 'transparent')}
+              onClick={() => { void saveImageFile(menu.sourcePath, menu.name); setMenu(null) }}
+            >
+              Save image
+            </button>
+          </div>
+        </>,
+        document.body,
+      )
+    : null
+
+  return { onContextMenu, menu: menuNode }
+}
diff --git a/frontend/lib/video-save-actions.ts b/frontend/lib/video-save-actions.ts
index a3bf8fd43..be22e12c1 100644
--- a/frontend/lib/video-save-actions.ts
+++ b/frontend/lib/video-save-actions.ts
@@ -75,6 +75,36 @@ export async function saveVideoFile(pathOrUrl: string, suggestedName?: string):
   }
 }
 
+/**
+ * Copy an image to a user-chosen location. Mirrors saveVideoFile — the copy is
+ * format-agnostic; only the dialog title/filters differ. Used by the image
+ * lightbox's right-click "Save image".
+ */
+export async function saveImageFile(pathOrUrl: string, suggestedName?: string): Promise<void> {
+  const api = window.electronAPI
+  if (!api?.showSaveDialog || !api?.copyFileToPath) {
+    flashToast('Save unavailable — please restart the app', true)
+    return
+  }
+  const srcPath = fileUrlToPath(pathOrUrl)
+  const ext = extOf(srcPath) || '.png'
+  try {
+    const dest = await api.showSaveDialog({
+      title: 'Save Image',
+      defaultPath: `${toStem(suggestedName, srcPath)}${ext}`,
+      filters: [
+        { name: 'Image', extensions: [ext.slice(1)] },
+        { name: 'All Files', extensions: ['*'] },
+      ],
+    })
+    if (!dest) return // user cancelled
+    const res = await api.copyFileToPath({ srcPath, destPath: dest })
+    flashToast(res?.success ? 'Image saved' : 'Could not save image', !res?.success)
+  } catch {
+    flashToast('Could not save image', true)
+  }
+}
+
 /**
  * Save the frame currently shown in `videoEl` as an image at a user-chosen path.
  * Uses ffmpeg (frame-accurate) in the main process rather than a canvas grab,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index facf60d18..451804b4f 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -49,6 +49,7 @@ import { IcLoraSettingsControls, type IcLoraControlsProps } from '../components/
 import { IcLoraAdvancedPanel } from '../components/IcLoraAdvancedPanel'
 import { FreeApiKeyBubble } from '../components/FreeApiKeyBubble'
 import { useVideoSaveMenu } from '../components/useVideoSaveMenu'
+import { useImageSaveMenu } from '../components/useImageSaveMenu'
 
 // Sentinel binFilter value meaning "show every asset" (vs. a real binId, or
 // null for the default untagged-only view).
@@ -746,7 +747,7 @@ function PromptBar({
         {/* Input image drop zone — video mode only (I2V) */}
         {mode === 'video' && !isRetake && !isIcLora && (
           <div
-            className={`relative w-20 h-20 mx-2 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-32 aspect-video mx-2 mt-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             onDragOver={(e) => { e.preventDefault(); setIsDragOver(true) }}
@@ -756,7 +757,7 @@ function PromptBar({
           >
             {inputImage ? (
               <>
-                <img src={pathToFileUrl(inputImage)} alt="" className="w-full h-full object-cover rounded-md" />
+                <img src={pathToFileUrl(inputImage)} alt="" className="w-full h-full object-contain rounded-md" />
                 <button
                   onClick={(e) => { e.stopPropagation(); onInputImageChange(null) }}
                   className="absolute -top-1 -right-1 p-1 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
@@ -1234,6 +1235,7 @@ export function GenSpace() {
   const [elapsedMs, setElapsedMs] = useState(0)
   const generationStartRef = useRef<number | null>(null)
   const { onContextMenu: onVideoSaveContextMenu, menu: videoSaveMenu } = useVideoSaveMenu()
+  const { onContextMenu: onImageSaveContextMenu, menu: imageSaveMenu } = useImageSaveMenu()
   const [showFavorites, setShowFavorites] = useState(false)
   // null = default view (untagged only); ALL_BINS_FILTER = every asset; otherwise a specific binId.
   const [binFilter, setBinFilter] = useState<string | null>(null)
@@ -3017,6 +3019,13 @@ export function GenSpace() {
                 src={pathToFileUrl(selectedAsset.path)}
                 alt=""
                 className="w-full rounded-xl object-contain max-h-[75vh]"
+                onContextMenu={(e) => onImageSaveContextMenu(e, {
+                  sourcePath: selectedAsset.path,
+                  name: selectedAsset.prompt,
+                  onRegenerate: canRegenerateAsset(selectedAsset)
+                    ? () => { setSelectedAsset(null); handleRegenerate(selectedAsset) }
+                    : undefined,
+                })}
               />
             )}
             {selectedAsset.type === 'video' && (
@@ -3025,9 +3034,18 @@ export function GenSpace() {
                   onClick={() => {
                     const asset = selectedAsset
                     if (!asset) return
-                    // Grab the frame currently shown (scrub position); the modal
-                    // <video> has native controls so the user pauses where they want.
-                    const t = enlargedVideoRef.current?.currentTime
+                    // Grab the currently shown frame. The modal <video> autoplays,
+                    // so it's usually AT the end when clicked — seeking exactly at
+                    // duration decodes no frame (ffmpeg writes nothing), which is
+                    // why this failed. Back off ~one frame from the end, matching
+                    // saveVideoFrame's fix.
+                    const v = enlargedVideoRef.current
+                    let t: number | undefined
+                    if (v) {
+                      const dur = Number.isFinite(v.duration) && v.duration > 0 ? v.duration : 0
+                      t = Number.isFinite(v.currentTime) ? Math.max(0, v.currentTime) : 0
+                      if (dur > 0 && t > dur - 0.05) t = Math.max(0, dur - 0.05)
+                    }
                     setSelectedAsset(null)
                     void handleContinue(asset, t)
                   }}
@@ -3069,6 +3087,7 @@ export function GenSpace() {
       )}
 
       {videoSaveMenu}
+      {imageSaveMenu}
 
       {creatingTagFor !== null && (
         <div

From ea90dadcdc1515e68a17a152d1065d950ec48d02 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 12 Sep 2026 01:06:54 -0400
Subject: [PATCH 075/117] LTX 2.5 runtime fixes: decode dtype, conv-VAE
 default, diffusion-cache re-port, continuation color-match, prompt-box UI
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Runtime work on the 2.5 merge (branch merge/upstream-2.5), all validated live on the RTX 3090:

- aux_block_cache: accept 1.2.0's keyword-only VideoDecoder `dtype` (HDR override) — fixes the decode crash.
- conv VAE ("Fast decode") default ON on all platforms (resolved_use_conv_vae + frontend default) so it isn't clobbered by the settings sync.
- Re-port session-scoped diffusion_stage_cache to 1.2.0's streaming path (dispose() evict), wire set_streaming_enabled (ltx2_server) + evict_for_generation_start (generation_handler). diffvae_decode_vram now only evicts the transformer for true DiffVAE, so conv decode keeps it resident across generations. Warm gens ~48s (was 2:12 cold / ~75s warm).
- Continuation color-match: per-channel mean-match in trimFirstFrameToFile cancels the i2v VAE's systematic ~2-3/255 darkening, which otherwise compounds across chained continuations.
- GenSpace UI: 16:9 input + last-frame previews, right-justified wrapping Generate button (no longer spills the box), restored the resizable prompt textarea.

Validated: 1042 backend tests pass, tsc + pyright clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/handlers/generation_handler.py        |  25 +-
 backend/ltx2_server.py                        |  15 +-
 backend/services/patches/aux_block_cache.py   |  14 +-
 .../services/patches/diffusion_stage_cache.py | 378 ++++++++++++++----
 .../services/patches/diffvae_decode_vram.py   |  23 +-
 backend/state/app_settings.py                 |  11 +-
 backend/tests/test_aux_block_cache.py         |  12 +-
 backend/tests/test_diffusion_stage_cache.py   | 335 ++++++++++++++--
 backend/tests/test_diffvae_decode_vram.py     |  33 +-
 backend/tests/test_settings.py                |  19 +-
 electron/export/ffmpeg-utils.ts               |  62 ++-
 electron/ipc/video-processing-handlers.ts     |   4 +-
 frontend/contexts/AppSettingsContext.tsx      |   5 +-
 frontend/views/GenSpace.tsx                   |  41 +-
 pnpm-lock.yaml                                |   4 +-
 shared/electron-api-schema.ts                 |   5 +-
 16 files changed, 803 insertions(+), 183 deletions(-)

diff --git a/backend/handlers/generation_handler.py b/backend/handlers/generation_handler.py
index 169cb7d6e..7ac78fff1 100644
--- a/backend/handlers/generation_handler.py
+++ b/backend/handlers/generation_handler.py
@@ -118,26 +118,21 @@ def start_generation(self, generation_id: str) -> None:
             raise GenerationCancelledError()
         self.state.generation_starting_since = None
 
-        # EXPERIMENTAL: push the live Settings toggle, then drop any transformer
-        # cached from the previous generation before this one starts -- otherwise
-        # it stays resident while this generation's own text encoder/VAE/etc.
-        # build, double-booking VRAM. See that module's GENERATION-SCOPED
-        # docstring section for the RTX 5090 repro (~42GB reported on a 32GB card).
-        diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
-        diffusion_stage_cache.evict()
-        generation_interrupt.clear()
-
         # EXPERIMENTAL: push the live Settings toggle, then apply the kind-scoped
         # generation-start eviction: a VRAM-resident cached transformer is dropped
         # (it would double-book VRAM with this generation's own text encoder/VAE
         # builds -- see that module's GENERATION-SCOPED docstring section for the
         # RTX 5090 repro, ~42GB reported on a 32GB card), while a streaming entry
-        # (pinned host RAM) is session-scoped and kept unless system RAM is under
-        # pressure -- see the SESSION-SCOPED section.
+        # (pinned host RAM) is session-scoped and kept across generations unless
+        # system RAM is under pressure -- see the SESSION-SCOPED section. This is
+        # the win on the 3090 (streaming path): the transformer stays resident in
+        # pinned host RAM across generations instead of rebuilding every stage.
         diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
         # The aux-model cache shares the same Settings toggle; its (VRAM, small)
         # entries are kept across generations unconditionally -- no gen-start evict.
         aux_block_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
+        diffusion_stage_cache.evict_for_generation_start()
+        generation_interrupt.clear()
 
         self.state.active_generation = GpuGeneration(
             state=GenerationRunning(
@@ -159,12 +154,6 @@ def start_api_generation(self, generation_id: str) -> None:
             raise GenerationCancelledError()
         self.state.generation_starting_since = None
 
-        # EXPERIMENTAL: see start_generation -- an API generation doesn't build a
-        # local transformer itself, but evicting here still releases VRAM held by
-        # a previous local generation's cached build.
-        diffusion_stage_cache.evict()
-        generation_interrupt.clear()
-
         # EXPERIMENTAL: see start_generation -- an API generation doesn't build a
         # local transformer itself, but the kind-scoped eviction still releases
         # VRAM held by a previous local generation's resident build, while keeping
@@ -173,6 +162,8 @@ def start_api_generation(self, generation_id: str) -> None:
         # runs API generations must still reclaim the pinned host RAM.
         diffusion_stage_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
         aux_block_cache.set_enabled(self.state.app_settings.diffusion_stage_cache_enabled)
+        diffusion_stage_cache.evict_for_generation_start()
+        generation_interrupt.clear()
 
         self.state.active_generation = ApiGeneration(
             state=GenerationRunning(
diff --git a/backend/ltx2_server.py b/backend/ltx2_server.py
index 70d9f7e96..c38675f54 100644
--- a/backend/ltx2_server.py
+++ b/backend/ltx2_server.py
@@ -288,14 +288,17 @@ def _resolve_local_generations_mode() -> LocalGenerationMode:
 
 LOCAL_GENERATIONS_MODE = _resolve_local_generations_mode()
 
-# Opt the diffusion-stage cache's session-scoped streaming kind in only for the
-# streaming runtime mode. Load-bearing gate: IC-LoRA's use_lora_in_stage_2 forces
-# a CPU-mode streaming stage_2 even on full-loading (5090) cards, which must NOT
-# get session-cached there -- see that module's TWO CACHED KINDS docstring section.
+# Opt the diffusion-stage and aux-block caches' session-scoped streaming kinds in
+# only for the streaming runtime mode. Load-bearing gate: IC-LoRA's use_lora_in_stage_2
+# forces a CPU-mode streaming stage_2 even on full-loading (5090) cards, which must NOT
+# get session-cached there -- see those modules' streaming-kind docstring sections.
 import services.patches.aux_block_cache as _aux_block_cache_gate
+import services.patches.diffusion_stage_cache as _diffusion_stage_cache_gate
 
-_aux_block_cache_gate.set_streaming_enabled(LOCAL_GENERATIONS_MODE == "streaming_models_loading")
-del _aux_block_cache_gate
+_streaming_mode = LOCAL_GENERATIONS_MODE == "streaming_models_loading"
+_aux_block_cache_gate.set_streaming_enabled(_streaming_mode)
+_diffusion_stage_cache_gate.set_streaming_enabled(_streaming_mode)
+del _aux_block_cache_gate, _diffusion_stage_cache_gate
 
 CAMERA_MOTION_PROMPTS = {
     "none": "",
diff --git a/backend/services/patches/aux_block_cache.py b/backend/services/patches/aux_block_cache.py
index 9c3684bb1..378e53974 100644
--- a/backend/services/patches/aux_block_cache.py
+++ b/backend/services/patches/aux_block_cache.py
@@ -267,16 +267,24 @@ def _cached_video_decoder_call(
     latent: torch.Tensor,
     tiling_config: object = None,
     generator: torch.Generator | None = None,
+    *,
+    dtype: torch.dtype | None = None,
 ) -> Iterator[torch.Tensor]:
+    # 1.2.0 added a keyword-only ``dtype`` override (float32 for HDR raw-in/raw-out);
+    # None keeps the constructor dtype. Mirror upstream: it selects the effective build
+    # dtype and casts the latent to it before decode. build_dtype flows into _checkout,
+    # which keys the cache on dtype, so an HDR float32 call caches separately from SDR.
+    build_dtype = self._dtype if dtype is None else dtype  # noqa: SLF001
+    latent = latent.to(dtype=build_dtype)
     if not _cacheable(self._decoder_builder, self._device):  # noqa: SLF001
-        return _orig_video_decoder_call(self, latent, tiling_config, generator)  # type: ignore[arg-type]
+        return _orig_video_decoder_call(self, latent, tiling_config, generator, dtype=dtype)  # type: ignore[arg-type]
 
     def _decode() -> Iterator[torch.Tensor]:
         # Checkout at first next(): a never-iterated generator must not leak in_use.
-        entry = _checkout(self._decoder_builder, self._dtype, self._device, "video_decoder")  # noqa: SLF001
+        entry = _checkout(self._decoder_builder, build_dtype, self._device, "video_decoder")  # noqa: SLF001
         if entry is None:
             logger.warning("[aux-block-cache] video_decoder in use (overlapping generation?) -- isolated build")
-            yield from _orig_video_decoder_call(self, latent, tiling_config, generator)  # type: ignore[arg-type]
+            yield from _orig_video_decoder_call(self, latent, tiling_config, generator, dtype=dtype)  # type: ignore[arg-type]
             return
         try:
             # No gpu_model wrapper: its teardown would meta-swap the cached
diff --git a/backend/services/patches/diffusion_stage_cache.py b/backend/services/patches/diffusion_stage_cache.py
index 7882b813a..357342f25 100644
--- a/backend/services/patches/diffusion_stage_cache.py
+++ b/backend/services/patches/diffusion_stage_cache.py
@@ -1,5 +1,5 @@
 """Monkey-patch (EXPERIMENTAL): cache the built transformer across DiffusionStage
-calls within one generation when nothing about its config actually changed.
+calls when nothing about its config actually changed.
 
 ``DiffusionStage`` "builds on each call, frees on exit" (ltx_pipelines/utils/
 blocks.py) unconditionally -- it rebuilds the transformer from the checkpoint
@@ -10,7 +10,8 @@
 with the SAME LoRAs (the common "fast" t2v/i2v case), that means loading +
 fp8-casting a ~22B-param transformer from disk TWICE per generation. Measured
 on an RTX 5090 (32 GB): ~40s per rebuild, ~80s of a ~132s 540p/8s generation
-spent rebuilding the identical transformer twice.
+spent rebuilding the identical transformer twice. Measured on an RTX 3090
+(24 GB, streaming): ~90-100s per rebuild, ~190s of a ~226s generation.
 
 Patches ``_transformer_ctx``, not the public ``model_context()`` wrapper:
 ``DiffusionStage.__call__`` invokes ``self._transformer_ctx(video_tools=...)``
@@ -19,55 +20,85 @@
 itself just forwards to ``_transformer_ctx()``, so patching the latter covers
 both call sites.
 
-Scoped to the standard (non-streaming, non-multi-GPU) build path: caching only
-applies when ``self._is_streaming`` is False (i.e. ``local_generations_mode ==
-"full_models_loading"`` -- high-VRAM cards where holding one build resident is
-affordable) AND the prepared builder is a plain ``SingleGPUModelBuilder``.
-Streaming instances (the low-VRAM path) are untouched -- forcing residency
-there would defeat the point of streaming. Multi-GPU tiled builders are also
-excluded: they use ``video_tools`` to shard identically-shaped work across
-devices, whereas ``SingleGPUModelBuilder.build()`` ignores all extra kwargs
-(``**kwargs: object,  # noqa: ARG002`` in single_gpu_model_builder.py) --
-confirmed inert for the path we cache, not assumed.
-
-GENERATION-SCOPED, not session-scoped (found live on an RTX 5090): letting the
-cache survive PAST the generation that built it collides with every other
-component that builds fresh per call too (text encoder, VAE, upsampler, audio
-decoder/vocoder) -- the next generation's text-encoder build then has to
-coexist in VRAM with the still-resident transformer from the PREVIOUS
-generation, instead of the transformer having already been freed by then.
-Observed: a second generation's peak VRAM was reported at ~41.8 GB on a
-31.82 GB card (Windows CUDA fell back to slow shared memory, backend liveness
-probe failed, total generation time regressed to 143s -- worse than no cache
-at all). Fix: ``handlers.generation_handler.GenerationHandler.start_generation``
-/``start_api_generation`` call :func:`evict` before marking a new generation as
-running, so the cache never survives past the generation it was built for.
+TWO CACHED KINDS with different scopes:
+
+- "resident" (``full_models_loading``, 32GB+ cards): the standard
+  ``SingleGPUModelBuilder`` build held resident in VRAM. GENERATION-SCOPED --
+  see below.
+- "streaming" (``streaming_models_loading``, 15-30GB CUDA cards): the
+  ``StreamingModelBuilder`` build in CPU/RAM mode (``cpu_slots_count is
+  None``, all blocks fp8-cast + pinned in host RAM, streamed to VRAM
+  per-step). SESSION-SCOPED -- survives stage_1 -> stage_2 AND across
+  generations, ComfyUI-style ("pay the cold build once, evict only under
+  pressure"). Gated by :func:`set_streaming_enabled`, pushed once by
+  ltx2_server after resolving ``LOCAL_GENERATIONS_MODE``. This gate is
+  load-bearing, not cosmetic: IC-LoRA's ``use_lora_in_stage_2`` forces a
+  CPU-mode streaming stage_2 even on full-loading (5090) cards
+  (``LTXIcLoraPipeline._ensure_stage_2_streams_for_lora``); without the gate
+  that stage_2 would silently session-cache ~23GB of pinned host RAM on
+  hardware this feature is not for. Multi-GPU tiled builders and MPS disk
+  streaming (``cpu_slots_count == DISK_CPU_SLOTS``) stay excluded.
+
+GENERATION-SCOPED for the resident kind (found live on an RTX 5090): letting a
+VRAM-resident cache survive PAST the generation that built it collides with
+every other component that builds fresh per call too (text encoder, VAE,
+upsampler, audio decoder/vocoder) -- the next generation's text-encoder build
+then has to coexist in VRAM with the still-resident transformer from the
+PREVIOUS generation. Observed: a second generation's peak VRAM was reported at
+~41.8 GB on a 31.82 GB card (Windows CUDA fell back to slow shared memory,
+backend liveness probe failed, total generation time regressed to 143s --
+worse than no cache at all). Fix: ``handlers.generation_handler.
+GenerationHandler.start_generation``/``start_api_generation`` call
+:func:`evict_for_generation_start` before marking a new generation as running.
+
+SESSION-SCOPED for the streaming kind: that VRAM rationale does not apply --
+the weights live in *pinned host RAM* (~23GB for the fp8-cast 22B model), not
+VRAM. The wrapper does still hold SOME VRAM while cached (non-block weights
+resident on GPU + 2 GPU block slots in the BufferPool + a dedicated copy
+stream, est. 2-4GB), which now coexists with the next generation's
+text-encode/VAE phases -- watch peak VRAM there when validating on new
+hardware. :func:`evict_for_generation_start` keeps a streaming entry unless
+available system RAM has dropped below ``_MIN_FREE_RAM_GB`` (external memory
+pressure; for a matching-key local generation, evicting a warm entry is
+strictly worse than keeping it -- the rebuild's transient working set costs
+more RAM than the pinned entry it replaces). Unconditional eviction sites for
+the streaming kind: pipeline unload/swap (``PipelinesHandler``: video<->image
+swaps need both the VRAM slice and the pinned RAM back), checkpoint/LoRA
+changes (key mismatch), the Settings toggle, and the bypass branch below.
+The streaming build is reusable across calls by construction: provider/pool/
+copy-stream state is shape-independent (stage_1 half-res vs stage_2 full-res
+is fine -- the wrapper already runs N full forward passes per denoise run),
+and RoPE caches key on model config, not resolution. torch.compile + streaming
+cache is UNTESTED (the fork skips compile under SageAttention);
+``_compilation_config`` is in the key, so a config change misses rather than
+corrupts.
 
 NON-CACHEABLE TRANSITIONS also evict (found live on the same RTX 5090, IC-LoRA
 this time): IC-LoRA's ``use_lora_in_stage_2`` forces stage_2 onto the streaming
-path (``LTXIcLoraPipeline._ensure_stage_2_streams_for_lora``, a deliberate
-existing VRAM-safety mechanism -- streaming halves stage_2's resident
-footprint since it conditions on the full-res reference video). That stage_2
-call correctly skips the cache (``_is_streaming`` is True), but skipping the
+path (a deliberate existing VRAM-safety mechanism -- streaming halves stage_2's
+resident footprint since it conditions on the full-res reference video). On a
+full-loading card that stage_2 call correctly skips the cache, but skipping the
 cache branch also means the cache-key-mismatch eviction below never fires --
 so stage_1's cached transformer stayed resident while stage_2 built its own
 streaming transformer AND did its tiled conditioning VAE encode on top of it.
 Observed: reserved VRAM climbed to 41.68 GB on the 31.82 GB card and hung
 there for 150+ seconds with no progress (denoising loop never started).
-Fix: the non-cacheable bypass branch (streaming stages, disabled setting)
+Fix: the non-cacheable bypass branch (disabled setting, excluded builders)
 evicts unconditionally before delegating to the original method, not just the
 cache-hit/miss branch.
 
 Single-slot cache: only the most recently built transformer stays resident.
-Switching to a different checkpoint/LoRA/quantization config (or starting a
-new generation, per above) evicts the old one (frees it, mirroring
-gpu_model's own TRIM teardown: sync + dead-reference ``gc.collect()`` +
+Switching to a different checkpoint/LoRA/quantization config evicts the old
+one (frees it, mirroring the upstream teardown for its kind: sync +
+dead-reference ``gc.collect()`` + [``teardown()`` for streaming] +
 ``.to("meta")`` + ``cleanup_memory()``) before building the new one -- never
-holds two builds resident at once. The pre-free ``gc.collect()`` mirrors
-ComfyUI's mandatory cleanup_models_gc: ``.to("meta")`` only frees storage once
-no live reference (a compiled wrapper / cudagraph pool) remains, so collecting
-dead references first is what turns a cumulative compile-path creep into a flat
-reserved floor.
+holds two builds resident at once. For streaming, ``teardown()`` releases the
+forward hooks and drops the pinned-block references so their
+``cudaHostUnregister`` finalizers fire (mirrors _streaming_model's finally,
+blocks.py:154-158). The pre-free ``gc.collect()`` mirrors ComfyUI's mandatory
+cleanup_models_gc: ``.to("meta")`` only frees storage once no live reference
+(a compiled wrapper / cudagraph pool) remains, so collecting dead references
+first is what turns a cumulative compile-path creep into a flat reserved floor.
 
 CONCURRENCY: the single-slot module-global cache is only correct under strict
 sequentiality. That is enforced upstream by
@@ -81,10 +112,14 @@
 the lock -- is what protects a mid-denoise transformer from a concurrent evict.
 
 Cache key is the *content* of the prepared builder (checkpoint path, sd_ops,
-module_ops, LoRAs) plus quantization identity, compilation config, dtype, and
-device -- not object identity -- so two independently-constructed
-DiffusionStage instances (e.g. a pipeline's stage_1 and stage_2) that happen to
-build the same thing correctly share the cache within one generation.
+module_ops, LoRAs) plus builder type + cpu_slots_count, quantization identity,
+compilation config, dtype, and device -- not object identity -- so two
+independently-constructed DiffusionStage instances (e.g. a pipeline's stage_1
+and stage_2) that happen to build the same thing correctly share the cache.
+The builder type + cpu_slots_count discriminants are REQUIRED, not
+belt-and-suspenders: an IC-LoRA resident stage_1 and its forced-streaming
+stage_2 can otherwise share an identical content key, and a streaming stage
+must never "hit" a cached resident X0Model (or vice versa).
 ``SDOps``/``ModuleOps`` are a frozen dataclass / NamedTuple respectively
 (structural equality), so this is safe: a real config difference always
 produces a different key (cache miss, falls back to a normal rebuild), never
@@ -96,13 +131,22 @@
 every generation, so flipping it in Settings takes effect on the next
 generation without a restart. Also settable via env
 ``DIFFUSION_STAGE_CACHE_ENABLED`` (default "1") as the initial value before
-any setting is pushed -- e.g. for headless/dev runs.
+any setting is pushed -- e.g. for headless/dev runs. The streaming session
+scope additionally requires :func:`set_streaming_enabled` (pushed by
+ltx2_server from the runtime mode) and can be killed independently via env
+``DIFFUSION_STAGE_CACHE_STREAMING=0``. ``DIFFUSION_STAGE_CACHE_MIN_FREE_RAM_GB``
+(default 4) tunes the generation-start RAM-pressure eviction threshold.
 
 EXPERIMENTAL: depends on DiffusionStage's private ``_is_streaming``,
 ``_prepared_builder()``, ``_build_transformer()``, ``_quantization``,
-``_compilation_config``, ``_dtype``, ``_device`` staying as-is, and on
-``__call__`` continuing to route through ``_transformer_ctx`` -- re-verify
-against ltx_pipelines.utils.blocks.DiffusionStage on rev bumps.
+``_compilation_config``, ``_dtype``, ``_device`` staying as-is, on
+``__call__`` continuing to route through ``_transformer_ctx``, and on the
+streaming contract of ``_streaming_model``/``BlockStreamingWrapper``
+(``build(device, dtype)`` -> wrapper; ``teardown()`` frees pins + ``dispose()``
+metas the storage on evict, mirroring ``_streaming_model``'s finally; a fresh
+``X0Model(wrapper).eval()`` per checkout) -- re-verify against
+ltx_pipelines.utils.blocks on rev bumps. (1.2.0: ``_streaming_model`` swaps its
+finally from a bare ``.to("meta")`` to ``teardown()`` + ``dispose()``.)
 
 Usage:
     import services.patches.diffusion_stage_cache  # noqa: F401
@@ -116,26 +160,48 @@
 import threading
 from collections.abc import Iterator
 from contextlib import contextmanager
+from typing import Literal
 
+import psutil
+
+from ltx_core.block_streaming import StreamingModelBuilder
 from ltx_core.devices import synchronize_device
 from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_core.model.transformer.model import X0Model
 from ltx_pipelines.utils.blocks import DiffusionStage
 from ltx_pipelines.utils.helpers import cleanup_memory
 
 logger = logging.getLogger(__name__)
 
 _CacheKey = tuple[object, ...]
+_CacheKind = Literal["resident", "streaming"]
 
 _lock = threading.Lock()
 _enabled = os.environ.get("DIFFUSION_STAGE_CACHE_ENABLED", "1") != "0"
+# Opted in by ltx2_server once LOCAL_GENERATIONS_MODE is resolved -- see the
+# module docstring's TWO CACHED KINDS section for why this gate is load-bearing.
+_streaming_enabled = False
 _cached_key: _CacheKey | None = None
 _cached_model: object | None = None
+_cached_kind: _CacheKind | None = None
+# Set when a checkout exits abnormally (exception/cancel unwinding through the
+# denoising loop). An abnormal unwind skips the streaming wrapper's forward
+# post-hooks, which can leak GPU BufferPool slots ("BufferPool exhausted: all 2
+# buffers are in use" observed live after a zombie generation) -- so a dirty
+# entry must never be reused: it is evicted and rebuilt on the next checkout
+# (and at generation start).
+_dirty = False
 # >0 while a cached transformer is checked out (yielded to a caller) and possibly
 # mid-denoise. The single-slot cache is only safe under strict sequentiality; this
 # counter lets _evict_locked() fail loud if something tries to free a model that is
 # still in use, instead of ``.to("meta")``-ing tensors another generation is reading.
 _in_use = 0
 
+# Generation-start RAM-pressure threshold for keeping a session-scoped streaming
+# entry. Deliberately low: for a matching-key generation, evicting a warm entry is
+# strictly worse than keeping it (see module docstring's SESSION-SCOPED section).
+_MIN_FREE_RAM_GB = float(os.environ.get("DIFFUSION_STAGE_CACHE_MIN_FREE_RAM_GB", "4"))
+
 
 def set_enabled(value: bool) -> None:
     """Turn the cache on/off, checked on every ``_transformer_ctx`` call.
@@ -154,8 +220,39 @@ def set_enabled(value: bool) -> None:
         _enabled = value
 
 
+def set_streaming_enabled(value: bool) -> None:
+    """Opt the streaming (session-scoped) kind in or out.
+
+    Called once by ltx2_server after resolving ``LOCAL_GENERATIONS_MODE``
+    (True only for ``streaming_models_loading``). ``DIFFUSION_STAGE_CACHE_STREAMING=0``
+    is an independent kill switch for the streaming kind (the resident kind is
+    unaffected). Turning off with a streaming entry cached evicts it first --
+    if that raises (in use), the flag stays un-applied.
+    """
+    global _streaming_enabled
+    effective = value and os.environ.get("DIFFUSION_STAGE_CACHE_STREAMING", "1") != "0"
+    with _lock:
+        if not effective and _cached_kind == "streaming":
+            _evict_locked()
+        _streaming_enabled = effective
+    logger.info(
+        "[diffusion-stage-cache] streaming session cache %s",
+        "enabled" if effective else "disabled",
+    )
+
+
 def _cacheable(stage: DiffusionStage) -> bool:
-    return not stage._is_streaming and isinstance(stage._prepared_builder(), SingleGPUModelBuilder)  # noqa: SLF001
+    builder = stage._prepared_builder()  # noqa: SLF001
+    if stage._is_streaming:  # noqa: SLF001
+        # Only the CPU/RAM streaming mode (all blocks pinned in host RAM) is
+        # session-cacheable; MPS disk streaming (small cpu_slots_count) keeps a
+        # different memory model and stays on the build-per-call path.
+        return (
+            _streaming_enabled
+            and isinstance(builder, StreamingModelBuilder)
+            and builder.cpu_slots_count is None
+        )
+    return isinstance(builder, SingleGPUModelBuilder)
 
 
 def _cache_key(stage: DiffusionStage) -> _CacheKey:
@@ -165,6 +262,11 @@ def _cache_key(stage: DiffusionStage) -> _CacheKey:
         builder.model_sd_ops,
         builder.module_ops,
         builder.loras,
+        # Builder type + slot count discriminate resident vs streaming builds of
+        # otherwise identical content (e.g. IC-LoRA's forced-streaming stage_2 on a
+        # full-loading card) -- a streaming stage must never hit a resident entry.
+        type(builder).__name__,
+        getattr(builder, "cpu_slots_count", None),
         # Policy objects aren't structurally comparable; identity is safe here
         # since pipelines construct one QuantizationPolicy and share it by
         # reference across stage_1/stage_2.
@@ -176,7 +278,7 @@ def _cache_key(stage: DiffusionStage) -> _CacheKey:
 
 
 def _evict_locked() -> None:
-    global _cached_key, _cached_model
+    global _cached_key, _cached_model, _cached_kind
     if _in_use > 0:
         # Overlapping/concurrent generation: someone is trying to free a transformer
         # that is currently checked out (mid-denoise). The single-slot module-global
@@ -199,17 +301,29 @@ def _evict_locked() -> None:
         # the compile-on soak shows a flat reserved floor (reclaim) or a slow creep
         # (leak) -- see the module docstring's GENERATION-SCOPED repro.
         gc.collect()
-        _cached_model.to("meta")  # type: ignore[attr-defined]
+        if _cached_kind == "streaming":
+            # Mirror _streaming_model's finally (blocks.py): teardown() releases the
+            # forward hooks / disk I/O worker thread / pinned-block references so their
+            # cudaHostUnregister finalizers can fire, before the storage is disposed.
+            _cached_model.teardown()  # type: ignore[attr-defined]
+        # 1.2.0 frees model storage via ``Disposable.dispose()`` (both gpu_model and
+        # _streaming_model use it, replacing the bare ``.to("meta")``): it metas the
+        # parameter / persistent-buffer storage and is shell-safe so fused LoRA weights
+        # do not linger on a cached module. X0Model and BlockStreamingWrapper are both
+        # ``nn.Module, Disposable``. cleanup_memory() then returns cached blocks to the OS.
+        _cached_model.dispose()  # type: ignore[attr-defined]
         cleanup_memory()
-    _cached_key, _cached_model = None, None
+    globals()["_dirty"] = False
+    _cached_key, _cached_model, _cached_kind = None, None, None
 
 
 def evict() -> None:
-    """Free and drop any resident cached transformer.
+    """Free and drop any resident cached transformer, regardless of kind.
 
-    Called from ``GenerationHandler.start_generation``/``start_api_generation``
-    so the cache never survives past the generation it was built for -- see
-    the module docstring's GENERATION-SCOPED section for why that matters.
+    Unconditional eviction sites: the non-cacheable bypass branch, IC-LoRA's
+    stage boundary, ``set_enabled(False)``/``set_streaming_enabled(False)``,
+    and ``PipelinesHandler`` unload/swap paths (a video<->image swap needs both
+    the cached build's VRAM slice and, for streaming, its pinned host RAM).
     Safe to call even when nothing is cached (no-op) or when the patch is
     disabled (module-level cache is simply always empty). Raises if a cached
     transformer is currently in use (see :func:`_evict_locked`).
@@ -218,6 +332,48 @@ def evict() -> None:
         _evict_locked()
 
 
+def evict_for_generation_start() -> None:
+    """Generation-start eviction with kind-dependent scope.
+
+    Resident (VRAM) entries are always evicted -- see the module docstring's
+    GENERATION-SCOPED section for the RTX 5090 repro. Streaming (pinned host
+    RAM) entries are session-scoped and kept, unless available system RAM has
+    fallen below ``_MIN_FREE_RAM_GB`` (external memory pressure -- e.g. the
+    user opened another model-hungry app between generations).
+    """
+    with _lock:
+        if _cached_model is None:
+            return
+        if _dirty:
+            # A previous checkout exited abnormally -- never carry a possibly
+            # slot-leaked wrapper into a new generation. If a zombie checkout is
+            # still live (_in_use > 0), leave it alone: evicting would raise, and
+            # the checkout-time concurrency bypass isolates the new generation.
+            if _in_use == 0:
+                logger.warning(
+                    "[diffusion-stage-cache] evicting dirty entry at generation start"
+                )
+                _evict_locked()
+            return
+        if _cached_kind != "streaming":
+            _evict_locked()
+            return
+        available_gb = psutil.virtual_memory().available / 2**30
+        if available_gb < _MIN_FREE_RAM_GB:
+            logger.warning(
+                "[diffusion-stage-cache] evicting streaming entry at generation start: "
+                "%.1f GB RAM available < %.1f GB threshold",
+                available_gb,
+                _MIN_FREE_RAM_GB,
+            )
+            _evict_locked()
+            return
+        logger.info(
+            "[diffusion-stage-cache] keeping session-scoped streaming entry (%.1f GB RAM available)",
+            available_gb,
+        )
+
+
 def _mark_free() -> None:
     """Mark that a caller is done with a cached transformer it checked out."""
     global _in_use
@@ -232,10 +388,11 @@ def _mark_free() -> None:
 def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[object]:
     if not _enabled or not _cacheable(self):
         # A non-cacheable build (e.g. IC-LoRA's use_lora_in_stage_2 forcing stage_2
-        # onto the streaming path -- see module docstring's NON-CACHEABLE TRANSITIONS
-        # section) needs the VRAM a still-resident cached transformer is holding.
-        # Evicting only on a cache-key mismatch (below) never fires for this case,
-        # since this path never touches the cache-key branch at all.
+        # onto the streaming path on a full-loading card -- see module docstring's
+        # NON-CACHEABLE TRANSITIONS section) needs the VRAM a still-resident cached
+        # transformer is holding. Evicting only on a cache-key mismatch (below)
+        # never fires for this case, since this path never touches the cache-key
+        # branch at all.
         evict()
         with _orig_transformer_ctx(self, **kwargs) as model:
             yield model
@@ -244,24 +401,87 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
     global _in_use
     key = _cache_key(self)
     with _lock:
-        if _cached_key == key and _cached_model is not None:
-            model = _cached_model
-            hit = True
-        else:
-            _evict_locked()
-            model = self._build_transformer(**kwargs)  # noqa: SLF001
-            globals()["_cached_key"], globals()["_cached_model"] = key, model
-            hit = False
-        # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
-        # under _lock, so bumping the counter here closes the window between resolving
-        # the model and marking it -- otherwise a concurrent evict could see _in_use==0
-        # and free the model we're about to yield. This counter (not the lock, which is
-        # released before the yield) is what protects the model for the whole denoise.
-        _in_use += 1
-
-    logger.info("[diffusion-stage-cache] %s resident transformer", "reusing" if hit else "built + cached")
+        # Concurrency check and checkout must share ONE critical section: checking
+        # _in_use in a separate lock acquisition would let two threads both observe
+        # 0 and then serialize into a shared checkout anyway (TOCTOU).
+        concurrent = _in_use > 0
+        if not concurrent:
+            if _cached_key == key and _cached_model is not None and not _dirty:
+                model = _cached_model
+                kind = _cached_kind
+                hit = True
+            else:
+                if _dirty and _cached_model is not None:
+                    logger.warning(
+                        "[diffusion-stage-cache] cached transformer is dirty (previous "
+                        "checkout exited abnormally, may have leaked BufferPool slots) "
+                        "-- evicting and rebuilding"
+                    )
+                elif _cached_key is not None:
+                    logger.info(
+                        "[diffusion-stage-cache] key mismatch (config changed) -- evicting before rebuild"
+                    )
+                _evict_locked()
+                if self._is_streaming:  # noqa: SLF001
+                    # Build the streaming wrapper directly (mirror _streaming_model's
+                    # build half, blocks.py:151). kwargs are deliberately dropped:
+                    # upstream's _streaming_transformer_ctx ignores them too. Do NOT
+                    # route through _build_transformer -- its .to(target) must not be
+                    # applied to the meta-blocked streaming wrapper.
+                    model = self._prepared_builder().build(device=self._device, dtype=self._dtype)  # noqa: SLF001
+                    kind = "streaming"
+                else:
+                    model = self._build_transformer(**kwargs)  # noqa: SLF001
+                    kind = "resident"
+                globals()["_cached_key"] = key
+                globals()["_cached_model"] = model
+                globals()["_cached_kind"] = kind
+                hit = False
+            # Mark in use BEFORE releasing the lock (not after): _evict_locked runs only
+            # under _lock, so bumping the counter here closes the window between resolving
+            # the model and marking it -- otherwise a concurrent evict could see _in_use==0
+            # and free the model we're about to yield. This counter (not the lock, which is
+            # released before the yield) is what protects the model for the whole denoise.
+            _in_use += 1
+
+    if concurrent:
+        # Another checkout is live (observed in the wild: a cancelled/failed
+        # generation's denoise thread still running as a zombie while a new
+        # generation starts). Sharing one wrapper between concurrent forward
+        # passes exhausts its 2-slot GPU BufferPool ("BufferPool exhausted: all 2
+        # buffers are in use") -- pre-cache, each call had its own private
+        # wrapper, so concurrency was merely wasteful. Restore exactly that:
+        # bypass the cache with an isolated one-shot build and leave the cached
+        # entry alone.
+        logger.warning(
+            "[diffusion-stage-cache] checkout requested while cached transformer is "
+            "in use (overlapping generation?) -- bypassing cache with an isolated build"
+        )
+        with _orig_transformer_ctx(self, **kwargs) as model:
+            yield model
+        return
+
+    logger.info(
+        "[diffusion-stage-cache] %s %s transformer",
+        "reusing" if hit else "built + cached",
+        kind,
+    )
     try:
-        yield model
+        if kind == "streaming":
+            # A fresh stateless X0Model wrapper per checkout, exactly as upstream's
+            # _streaming_transformer_ctx yields (blocks.py:402) -- the cached object
+            # is the BlockStreamingWrapper underneath.
+            yield X0Model(model).eval()  # type: ignore[arg-type]
+        else:
+            yield model
+    except BaseException:
+        # Abnormal unwind (exception or cancellation) mid-denoise skips the
+        # wrapper's forward post-hooks, which can leak BufferPool slots. Mark the
+        # entry dirty so it is rebuilt instead of reused -- reusing a leaked-slot
+        # wrapper fails every subsequent generation until eviction.
+        with _lock:
+            globals()["_dirty"] = True
+        raise
     finally:
         _mark_free()
 
@@ -270,9 +490,11 @@ def _cached_transformer_ctx(self: DiffusionStage, **kwargs: object) -> Iterator[
 
 
 if __name__ == "__main__":
-    a = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
-    b = ("ckpt.safetensors", None, (), (), 1, None, "bf16", "cuda:0")
-    c = ("ckpt.safetensors", None, (), (), 2, None, "bf16", "cuda:0")
+    a = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 1, None, "bf16", "cuda:0")
+    b = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 1, None, "bf16", "cuda:0")
+    c = ("ckpt.safetensors", None, (), (), "SingleGPUModelBuilder", None, 2, None, "bf16", "cuda:0")
+    d = ("ckpt.safetensors", None, (), (), "StreamingModelBuilder", None, 1, None, "bf16", "cuda:0")
     assert a == b, "identical content must compare equal (cache hit path)"
     assert a != c, "different quantization identity must compare unequal (cache miss path)"
+    assert a != d, "resident and streaming builds of identical content must never share a key"
     print("diffusion_stage_cache: key-equality self-check OK")
diff --git a/backend/services/patches/diffvae_decode_vram.py b/backend/services/patches/diffvae_decode_vram.py
index beaa974e8..2f5556c7f 100644
--- a/backend/services/patches/diffvae_decode_vram.py
+++ b/backend/services/patches/diffvae_decode_vram.py
@@ -120,9 +120,28 @@ def _with_post_evict_cuda_tiling(
     return _replace_tiling_arg(args, kwargs, tiling)
 
 
+def _decoder_checkpoint(decoder: Any) -> str | None:
+    checkpoint = getattr(decoder, "checkpoint_path", None)
+    if not isinstance(checkpoint, str):
+        checkpoint = getattr(decoder, "_checkpoint_path", None)
+    return checkpoint if isinstance(checkpoint, str) else None
+
+
+def _is_diffusion_video_decoder(decoder: Any) -> bool:
+    checkpoint = _decoder_checkpoint(decoder)
+    return checkpoint is not None and is_diffusion_video_vae(checkpoint)
+
+
 def _patched_video_decoder_call(self: VideoDecoder, *args: Any, **kwargs: Any) -> Any:
-    _release_denoise_weights()
-    args, kwargs = _with_post_evict_cuda_tiling(self, args, kwargs)
+    # Only the DiffVAE (diffusion) decoder needs the resident transformer freed for its
+    # ~20GB tiled decode. The conv VAE ("fast decode", ~1.5GB) fits alongside the
+    # streaming transformer, so keep it resident for conv decode -- that is what lets
+    # the session-scoped diffusion_stage_cache survive across generations on the
+    # streaming path (the cross-gen win). Freeing it unconditionally would evict the
+    # cached transformer after every gen, forcing a stage_1 rebuild on the next one.
+    if _is_diffusion_video_decoder(self):
+        _release_denoise_weights()
+        args, kwargs = _with_post_evict_cuda_tiling(self, args, kwargs)
     return _orig_video_decoder_call(self, *args, **kwargs)
 
 
diff --git a/backend/state/app_settings.py b/backend/state/app_settings.py
index 06cc03915..d1bd9b492 100644
--- a/backend/state/app_settings.py
+++ b/backend/state/app_settings.py
@@ -2,7 +2,6 @@
 
 from __future__ import annotations
 
-import sys
 from typing import Any, Literal, TypeGuard, TypeVar, cast, get_args
 
 from pydantic import BaseModel, ConfigDict, Field, create_model, field_validator
@@ -157,10 +156,16 @@ class SettingsResponse(SettingsBaseModel):
 
 
 def resolved_use_conv_vae(settings: AppSettings) -> bool:
-    """Effective Fast decode setting: user override, else Mac on / CUDA off."""
+    """Effective Fast decode setting: user override, else on by default.
+
+    Conv VAE ("fast decode") is the default on every platform. On a 24GB CUDA card
+    the diffusion VAE decode costs ~20s/gen; conv decode collapses that to a few
+    seconds at slightly lower fidelity, so it's the right default for the 3090-class
+    target. Was Mac-only-default before (CUDA fell back to the slow DiffVAE).
+    """
     if settings.use_conv_vae is not None:
         return settings.use_conv_vae
-    return sys.platform == "darwin"
+    return True
 
 
 def to_settings_response(settings: AppSettings) -> SettingsResponse:
diff --git a/backend/tests/test_aux_block_cache.py b/backend/tests/test_aux_block_cache.py
index 0727d28a5..be696b52f 100644
--- a/backend/tests/test_aux_block_cache.py
+++ b/backend/tests/test_aux_block_cache.py
@@ -142,7 +142,9 @@ def test_non_cuda_device_and_non_single_gpu_builder_delegate(monkeypatch: pytest
     orig_calls: list[str] = []
     monkeypatch.setattr(abc_, "_orig_image_conditioner_call", lambda self, fn: orig_calls.append("ic"))
     monkeypatch.setattr(
-        abc_, "_orig_video_decoder_call", lambda self, latent, tc, gen: iter(orig_calls.append("vd") or [])
+        abc_,
+        "_orig_video_decoder_call",
+        lambda self, latent, tc, gen, dtype=None: iter(orig_calls.append("vd") or []),
     )
 
     _FakeImageConditioner(_FakeBuilder("ckpt.safetensors"), device=torch.device("mps"))(lambda m: m)
@@ -150,7 +152,7 @@ def test_non_cuda_device_and_non_single_gpu_builder_delegate(monkeypatch: pytest
     class _CustomBuilder:  # multi-GPU style, not a SingleGPUModelBuilder
         pass
 
-    list(_FakeVideoDecoder(_CustomBuilder())("latent"))
+    list(_FakeVideoDecoder(_CustomBuilder())(torch.zeros(1)))
 
     assert orig_calls == ["ic", "vd"]
     assert not abc_._cache
@@ -215,18 +217,18 @@ def test_video_decoder_iterator_lifecycle() -> None:
     decoder_block = _FakeVideoDecoder(builder)
 
     # (a) never-started iterator leaves no checkout
-    _unused = decoder_block("latent")
+    _unused = decoder_block(torch.zeros(1))
     assert builder.build_count == 0, "checkout must happen at first next(), not at call"
     assert all(e.in_use == 0 for e in abc_._cache.values())
 
     # (b) full consumption releases
-    chunks = list(decoder_block("latent"))
+    chunks = list(decoder_block(torch.zeros(1)))
     assert chunks == ["chunk-0", "chunk-1"]
     assert builder.build_count == 1
     assert next(iter(abc_._cache.values())).in_use == 0
 
     # (c) close() after first next() releases (GeneratorExit path)
-    it = decoder_block("latent")
+    it = decoder_block(torch.zeros(1))
     assert next(it) == "chunk-0"
     assert next(iter(abc_._cache.values())).in_use == 1
     it.close()
diff --git a/backend/tests/test_diffusion_stage_cache.py b/backend/tests/test_diffusion_stage_cache.py
index 9f587a82a..9a8c0ca30 100644
--- a/backend/tests/test_diffusion_stage_cache.py
+++ b/backend/tests/test_diffusion_stage_cache.py
@@ -12,24 +12,28 @@
 
 from __future__ import annotations
 
+from types import SimpleNamespace
+
 import pytest
+import torch
 
 from ltx_core.block_streaming import StreamingModelBuilder
 from ltx_core.loader.single_gpu_model_builder import SingleGPUModelBuilder
+from ltx_core.model.transformer.model import X0Model
 from ltx_core.allocator_trim_strategy import AllocatorTrimStrategy
 from services.patches import diffusion_stage_cache as dsc
 
+# MPS disk streaming uses a small positive slot count (ltx_pipelines.utils.blocks
+# passes DISK_CPU_SLOTS); any positive value exercises the same exclusion branch.
+_DISK_SLOTS = 4
+
 
 class _FakeModel:
     def __init__(self) -> None:
-        self.freed_to: str | None = None
         self.disposed = False
 
-    def to(self, device: str) -> "_FakeModel":
-        self.freed_to = device
-        return self
-
     def dispose(self) -> None:
+        # 1.2.0 frees resident (X0Model) storage via Disposable.dispose(), not .to("meta").
         self.disposed = True
 
 
@@ -67,12 +71,59 @@ def _single_gpu_builder(model_path: str, loras: tuple[object, ...] = ()) -> Sing
     return SingleGPUModelBuilder(model_class_configurator=object, model_path=model_path, loras=loras)
 
 
+class _FakeStreamingWrapper(torch.nn.Module):
+    """Stands in for BlockStreamingWrapper: a real nn.Module (so X0Model accepts it)
+    with recording teardown()/to()."""
+
+    def __init__(self) -> None:
+        super().__init__()
+        self.events: list[str] = []
+
+    def teardown(self) -> None:
+        self.events.append("teardown")
+
+    def dispose(self) -> None:
+        # 1.2.0 streaming evict metas storage via Disposable.dispose() (not .to("meta")).
+        self.events.append("dispose")
+
+    def to(self, device: str) -> "_FakeStreamingWrapper":  # type: ignore[override]
+        self.events.append(f"to:{device}")
+        return self
+
+
+class _FakeStreamingBuilder(StreamingModelBuilder):
+    """Real StreamingModelBuilder (so isinstance + the key's content properties work)
+    whose build() returns a fake wrapper instead of touching disk/GPU."""
+
+    def __init__(self, model_path: str, *, cpu_slots_count: int | None = None, loras: tuple[object, ...] = ()) -> None:
+        super().__init__(
+            model_class_configurator=object,  # type: ignore[arg-type]
+            model_path=model_path,
+            loras=loras,  # type: ignore[arg-type]
+            cpu_slots_count=cpu_slots_count,
+        )
+        self.build_count = 0
+        self.built: list[_FakeStreamingWrapper] = []
+
+    def build(self, *args: object, **kwargs: object) -> _FakeStreamingWrapper:  # type: ignore[override]
+        self.build_count += 1
+        wrapper = _FakeStreamingWrapper()
+        self.built.append(wrapper)
+        return wrapper
+
+
+def _streaming_stage(builder: _FakeStreamingBuilder) -> _FakeStage:
+    return _FakeStage(builder, is_streaming=True)
+
+
 @pytest.fixture(autouse=True)
 def _reset_cache_state():
     dsc.set_enabled(True)
+    dsc.set_streaming_enabled(False)
     dsc.evict()
     yield
     dsc.set_enabled(True)
+    dsc.set_streaming_enabled(False)
     dsc.evict()
 
 
@@ -101,7 +152,7 @@ def test_cache_miss_on_different_checkpoint_evicts_old_model() -> None:
 
     assert stage_a.build_count == 1
     assert stage_b.build_count == 1
-    assert model_a.freed_to == "meta", "old model must be freed before building the new one"
+    assert model_a.disposed, "old model must be freed (disposed) before building the new one"
     assert model_b is not model_a
 
 
@@ -118,11 +169,25 @@ def test_different_loras_are_treated_as_a_different_config() -> None:
     assert stage_b.build_count == 1, "different LoRA set must miss the cache, not reuse stage_a's build"
 
 
-def test_cacheable_returns_false_for_a_streaming_stage() -> None:
-    streaming_builder = StreamingModelBuilder(model_class_configurator=object, model_path="ckpt.safetensors")
-    streaming_stage = _FakeStage(streaming_builder, is_streaming=True)
+def test_streaming_stage_not_cacheable_until_opted_in() -> None:
+    """The streaming kind is gated on set_streaming_enabled (pushed by ltx2_server
+    only in streaming_models_loading mode) -- load-bearing: IC-LoRA forces CPU-mode
+    streaming stages even on full-loading cards, which must NOT session-cache."""
+    stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
 
-    assert dsc._cacheable(streaming_stage) is False
+    assert dsc._cacheable(stage) is False
+
+    dsc.set_streaming_enabled(True)
+    assert dsc._cacheable(stage) is True
+
+
+def test_disk_mode_streaming_builder_is_not_cacheable() -> None:
+    """Only CPU/RAM streaming (cpu_slots_count None, all blocks pinned) is cacheable;
+    MPS disk streaming stays on the build-per-call path."""
+    dsc.set_streaming_enabled(True)
+    disk_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors", cpu_slots_count=_DISK_SLOTS))
+
+    assert dsc._cacheable(disk_stage) is False
 
 
 class _OtherBuilder:
@@ -145,7 +210,7 @@ def test_non_single_gpu_builder_bypasses_cache_and_evicts_resident_model() -> No
     with dsc._cached_transformer_ctx(other_stage) as other_model:
         pass
 
-    assert cached_model.freed_to == "meta", "resident cache must be freed before the non-cacheable build"
+    assert cached_model.disposed, "resident cache must be freed before the non-cacheable build"
     assert dsc._cached_model is None
     assert other_stage.build_count == 1
     assert other_model is not cached_model
@@ -158,7 +223,7 @@ def test_disabled_bypasses_cache_and_evicts_immediately() -> None:
     assert dsc._cached_model is not None
 
     dsc.set_enabled(False)
-    assert cached_model.freed_to == "meta"
+    assert cached_model.disposed
     assert dsc._cached_model is None
 
     with dsc._cached_transformer_ctx(stage):
@@ -177,7 +242,7 @@ def test_evict_frees_and_clears_cache() -> None:
 
     dsc.evict()
 
-    assert model.freed_to == "meta"
+    assert model.disposed
     assert dsc._cached_model is None
     assert dsc._cached_key is None
 
@@ -194,27 +259,27 @@ def test_cache_key_self_check() -> None:
 # --- hardening: dead-reference gc pass + in-use concurrency guard ------------ #
 
 
-def test_evict_runs_gc_collect_before_meta_swap(monkeypatch: pytest.MonkeyPatch) -> None:
-    """The pre-free gc.collect() must run BEFORE .to('meta') (ComfyUI ordering)."""
+def test_evict_runs_gc_collect_before_dispose(monkeypatch: pytest.MonkeyPatch) -> None:
+    """The pre-free gc.collect() must run BEFORE dispose() metas the storage (ComfyUI ordering)."""
     stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
     with dsc._cached_transformer_ctx(stage) as model:
         pass
 
     events: list[str] = []
     monkeypatch.setattr(dsc.gc, "collect", lambda *a, **k: events.append("gc"))
-    original_to = model.to
+    original_dispose = model.dispose
 
-    def _record_to(device: str) -> "_FakeModel":
-        events.append(f"to:{device}")
-        return original_to(device)
+    def _record_dispose() -> None:
+        events.append("dispose")
+        original_dispose()
 
-    monkeypatch.setattr(model, "to", _record_to)
+    monkeypatch.setattr(model, "dispose", _record_dispose)
 
     dsc.evict()
 
-    # cleanup_memory() runs its own gc.collect() AFTER the meta-swap, so a trailing
-    # "gc" is expected; assert only that the pre-free gc precedes the meta-swap.
-    assert events[:2] == ["gc", "to:meta"], f"pre-free gc must precede the meta-swap, got {events}"
+    # cleanup_memory() runs its own gc.collect() AFTER the dispose, so a trailing
+    # "gc" is expected; assert only that the pre-free gc precedes the dispose.
+    assert events[:2] == ["gc", "dispose"], f"pre-free gc must precede dispose(), got {events}"
 
 
 def test_in_use_is_tracked_across_the_yield() -> None:
@@ -232,12 +297,12 @@ def test_evict_while_in_use_raises_and_does_not_free() -> None:
         # transformer is mid-denoise. It must fail loud rather than free the model.
         with pytest.raises(RuntimeError, match="in use"):
             dsc.evict()
-        assert model.freed_to is None, "model must NOT be freed while in use"
+        assert not model.disposed, "model must NOT be freed while in use"
         assert dsc._cached_model is model, "cache must remain intact after a rejected evict"
 
     # Once the caller is done, eviction works normally again.
     dsc.evict()
-    assert model.freed_to == "meta"
+    assert model.disposed
     assert dsc._cached_model is None
 
 
@@ -249,3 +314,223 @@ def test_set_enabled_false_while_in_use_raises() -> None:
             dsc.set_enabled(False)
         # Evict runs before the flag flips, so a rejected toggle stays un-applied.
         assert dsc._enabled is True, "failed toggle-off must not half-apply"
+
+
+# --- streaming (session-scoped) kind ------------------------------------------ #
+
+
+def test_streaming_hit_builds_once_and_rewraps_fresh_x0model() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    stage_1 = _streaming_stage(builder)
+    stage_2 = _streaming_stage(builder)
+
+    with dsc._cached_transformer_ctx(stage_1) as model_1:
+        pass
+    with dsc._cached_transformer_ctx(stage_2) as model_2:
+        pass
+
+    assert builder.build_count == 1, "stage_2 must reuse stage_1's cached streaming build"
+    assert isinstance(model_1, X0Model)
+    assert isinstance(model_2, X0Model)
+    assert model_1 is not model_2, "each checkout gets a fresh stateless X0Model wrapper"
+    assert model_1.velocity_model is model_2.velocity_model, "both wrap the SAME cached wrapper"
+    assert dsc._cached_kind == "streaming"
+
+
+def test_streaming_evict_tears_down_before_meta_swap() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    wrapper = builder.built[0]
+
+    dsc.evict()
+
+    assert wrapper.events == ["teardown", "dispose"], (
+        "eviction must mirror _streaming_model's finally: teardown() (frees pins) "
+        f"BEFORE the meta-swap, got {wrapper.events}"
+    )
+    assert dsc._cached_model is None
+    assert dsc._cached_kind is None
+
+
+def _fake_virtual_memory(available_gb: float) -> SimpleNamespace:
+    return SimpleNamespace(available=int(available_gb * 2**30))
+
+
+def test_generation_start_keeps_streaming_entry_when_ram_is_fine(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(20.0))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is not None, "session-scoped streaming entry must survive generation start"
+    assert builder.built[0].events == []
+
+
+def test_generation_start_evicts_streaming_entry_under_ram_pressure(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(dsc._MIN_FREE_RAM_GB - 1))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is None, "streaming entry must be evicted under external RAM pressure"
+    assert builder.built[0].events == ["teardown", "dispose"]
+
+
+def test_generation_start_always_evicts_resident_entry(monkeypatch: pytest.MonkeyPatch) -> None:
+    """The 5090 VRAM-collision fix: a resident (VRAM) entry never survives into the
+    next generation, regardless of RAM headroom."""
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage) as model:
+        pass
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(64.0))
+
+    dsc.evict_for_generation_start()
+
+    assert model.disposed
+    assert dsc._cached_model is None
+
+
+def test_resident_and_streaming_keys_never_collide() -> None:
+    """Identical content must still miss across builder types (e.g. IC-LoRA's
+    resident stage_1 vs forced-streaming stage_2 on a full-loading card)."""
+    dsc.set_streaming_enabled(True)
+    resident_stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    streaming_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
+
+    assert dsc._cache_key(resident_stage) != dsc._cache_key(streaming_stage)
+
+
+def test_streaming_checkout_tracks_in_use_and_rejects_evict() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        assert dsc._in_use == 1
+        with pytest.raises(RuntimeError, match="in use"):
+            dsc.evict()
+        assert builder.built[0].events == [], "wrapper must NOT be torn down while checked out"
+    assert dsc._in_use == 0
+
+
+def test_set_streaming_enabled_false_evicts_streaming_entry() -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+    assert dsc._cached_kind == "streaming"
+
+    dsc.set_streaming_enabled(False)
+
+    assert dsc._cached_model is None
+    assert builder.built[0].events == ["teardown", "dispose"]
+    # A resident entry is unaffected by the streaming gate.
+    stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(stage):
+        pass
+    assert dsc._cached_kind == "resident"
+
+
+def test_abnormal_exit_marks_dirty_and_next_checkout_rebuilds() -> None:
+    """An exception unwinding through the denoise loop can leak BufferPool slots
+    (observed live: 'BufferPool exhausted: all 2 buffers are in use' on every
+    retry) -- the entry must be rebuilt, never reused."""
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with pytest.raises(RuntimeError, match="boom"):
+        with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+            raise RuntimeError("boom")
+
+    assert dsc._dirty is True
+    assert dsc._in_use == 0, "abnormal exit must still release the checkout"
+    assert builder.built[0].events == [], "dirty entry is kept (lazily evicted), not freed mid-unwind"
+
+    with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+        pass
+
+    assert builder.build_count == 2, "dirty entry must be rebuilt, not reused"
+    assert builder.built[0].events == ["teardown", "dispose"], "dirty wrapper torn down before rebuild"
+    assert dsc._dirty is False, "rebuild clears the dirty flag"
+
+
+def test_generation_start_evicts_dirty_streaming_entry_despite_free_ram(monkeypatch: pytest.MonkeyPatch) -> None:
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    with pytest.raises(RuntimeError, match="boom"):
+        with dsc._cached_transformer_ctx(_streaming_stage(builder)):
+            raise RuntimeError("boom")
+    monkeypatch.setattr(dsc.psutil, "virtual_memory", lambda: _fake_virtual_memory(64.0))
+
+    dsc.evict_for_generation_start()
+
+    assert dsc._cached_model is None, "dirty entry must never survive into a new generation"
+    assert builder.built[0].events == ["teardown", "dispose"]
+
+
+def test_concurrent_checkout_bypasses_cache_with_isolated_build(monkeypatch: pytest.MonkeyPatch) -> None:
+    """A zombie generation's checkout must not share the cached wrapper (2-slot
+    BufferPool) with a new generation -- the second checkout gets an isolated
+    one-shot build via the original ctx, mirroring pre-cache behavior."""
+    from contextlib import contextmanager
+
+    dsc.set_streaming_enabled(True)
+    builder = _FakeStreamingBuilder("ckpt.safetensors")
+    orig_calls: list[object] = []
+
+    @contextmanager
+    def _fake_orig(stage: object, **kwargs: object):
+        orig_calls.append(stage)
+        yield object()
+
+    monkeypatch.setattr(dsc, "_orig_transformer_ctx", _fake_orig)
+
+    outer_stage = _streaming_stage(builder)
+    inner_stage = _streaming_stage(builder)
+    with dsc._cached_transformer_ctx(outer_stage):
+        assert dsc._in_use == 1
+        with dsc._cached_transformer_ctx(inner_stage):
+            pass
+        assert orig_calls == [inner_stage], "concurrent checkout must delegate to the original ctx"
+        assert builder.build_count == 1, "cached wrapper must not be rebuilt or shared"
+        assert dsc._in_use == 1, "bypassed checkout must not touch the in-use counter"
+    assert dsc._in_use == 0
+    assert dsc._cached_model is not None, "cached entry survives a concurrent bypass"
+
+
+def test_streaming_stage_bypasses_and_evicts_when_gate_is_off() -> None:
+    """With the gate off (full-loading cards), a streaming stage takes the bypass
+    branch and unconditionally evicts -- the original NON-CACHEABLE TRANSITIONS
+    behavior (IC-LoRA repro) must be preserved."""
+    cacheable_stage = _FakeStage(_single_gpu_builder("ckpt.safetensors"))
+    with dsc._cached_transformer_ctx(cacheable_stage) as cached_model:
+        pass
+    assert dsc._cached_model is cached_model
+
+    streaming_stage = _streaming_stage(_FakeStreamingBuilder("ckpt.safetensors"))
+    orig_calls: list[object] = []
+
+    from contextlib import contextmanager
+
+    @contextmanager
+    def _fake_orig(stage: object, **kwargs: object):
+        orig_calls.append(stage)
+        yield object()
+
+    original = dsc._orig_transformer_ctx
+    dsc._orig_transformer_ctx = _fake_orig  # type: ignore[assignment]
+    try:
+        with dsc._cached_transformer_ctx(streaming_stage):
+            pass
+    finally:
+        dsc._orig_transformer_ctx = original  # type: ignore[assignment]
+
+    assert cached_model.disposed, "bypass must evict the resident entry first"
+    assert dsc._cached_model is None
+    assert orig_calls == [streaming_stage], "gate-off streaming must delegate to the original ctx"
diff --git a/backend/tests/test_diffvae_decode_vram.py b/backend/tests/test_diffvae_decode_vram.py
index 34a657cf1..38155f245 100644
--- a/backend/tests/test_diffvae_decode_vram.py
+++ b/backend/tests/test_diffvae_decode_vram.py
@@ -13,11 +13,11 @@
 
 class _FakeModel:
     def __init__(self) -> None:
-        self.freed_to: str | None = None
+        self.disposed = False
 
-    def to(self, device: str) -> "_FakeModel":
-        self.freed_to = device
-        return self
+    def dispose(self) -> None:
+        # 1.2.0 diffusion_stage_cache evict frees storage via Disposable.dispose().
+        self.disposed = True
 
 
 class _FakeDecoder:
@@ -47,24 +47,42 @@ def test_patch_rebinds_video_decoder_call() -> None:
 
 
 def test_video_decoder_call_evicts_cached_transformer(monkeypatch) -> None:
+    # DiffVAE decode (is_diffusion_video_vae True) frees the resident transformer.
     model = _FakeModel()
     dsc._cached_model = model
     dsc._cached_key = ("planted",)
+    monkeypatch.setattr(patch, "is_diffusion_video_vae", lambda _path: True)
     monkeypatch.setattr(patch, "_orig_video_decoder_call", lambda *args, **kwargs: "ok")
 
-    assert patch._patched_video_decoder_call(object()) == "ok"
-    assert model.freed_to == "meta"
+    assert patch._patched_video_decoder_call(_FakeDecoder(torch.device("cuda"))) == "ok"
+    assert model.disposed
     assert dsc._cached_model is None
 
 
+def test_conv_video_decoder_keeps_cached_transformer(monkeypatch) -> None:
+    # Conv VAE decode (is_diffusion_video_vae False) is small and must NOT evict the
+    # session-cached streaming transformer -- keeping it resident across generations is
+    # the cross-gen win. Only DiffVAE, which needs the ~20GB, evicts it.
+    model = _FakeModel()
+    dsc._cached_model = model
+    dsc._cached_key = ("planted",)
+    monkeypatch.setattr(patch, "is_diffusion_video_vae", lambda _path: False)
+    monkeypatch.setattr(patch, "_orig_video_decoder_call", lambda *args, **kwargs: "ok")
+
+    assert patch._patched_video_decoder_call(_FakeDecoder(torch.device("cuda"))) == "ok"
+    assert not model.disposed, "conv decode must keep the cached transformer resident"
+    assert dsc._cached_model is model
+
+
 def test_video_decoder_call_cleans_allocator_even_when_cache_empty(monkeypatch) -> None:
     cleaned: list[bool] = []
     dsc.set_enabled(False)
     dsc.evict()
+    monkeypatch.setattr(patch, "is_diffusion_video_vae", lambda _path: True)
     monkeypatch.setattr(patch, "_orig_video_decoder_call", lambda *args, **kwargs: "ok")
     monkeypatch.setattr(patch, "cleanup_memory", lambda: cleaned.append(True))
 
-    assert patch._patched_video_decoder_call(object()) == "ok"
+    assert patch._patched_video_decoder_call(_FakeDecoder(torch.device("cuda"))) == "ok"
     assert cleaned == [True]
 
 
@@ -141,6 +159,7 @@ def test_cuda_diffvae_caps_29gib_budget_before_recommend(monkeypatch) -> None:
 
 
 def test_non_cuda_decoder_keeps_pipeline_tiling(monkeypatch) -> None:
+    monkeypatch.setattr(patch, "is_diffusion_video_vae", lambda _path: True)
     monkeypatch.setattr(patch, "tiling_config_for_vae", lambda *_args, **_kwargs: pytest.fail("should not re-resolve"))
     monkeypatch.setattr(patch, "_orig_video_decoder_call", lambda _self, *args, **kwargs: (args, kwargs))
     latent = torch.zeros(1, 4, 61, 18, 32)
diff --git a/backend/tests/test_settings.py b/backend/tests/test_settings.py
index 115b3cac3..e84799a3d 100644
--- a/backend/tests/test_settings.py
+++ b/backend/tests/test_settings.py
@@ -355,24 +355,15 @@ def test_update_request_tracks_app_settings_fields(self):
 
 
 class TestResolvedUseConvVae:
-    def test_none_defaults_on_for_darwin(self, monkeypatch):
-        monkeypatch.setattr("state.app_settings.sys.platform", "darwin")
+    def test_none_defaults_on(self):
+        # Conv VAE ("fast decode") is the default on every platform now; the diffusion
+        # VAE decode is opt-out via an explicit False, not the CUDA default it once was.
         assert resolved_use_conv_vae(AppSettings()) is True
 
-    def test_none_defaults_off_for_linux(self, monkeypatch):
-        monkeypatch.setattr("state.app_settings.sys.platform", "linux")
-        assert resolved_use_conv_vae(AppSettings()) is False
-
-    def test_none_defaults_off_for_windows(self, monkeypatch):
-        monkeypatch.setattr("state.app_settings.sys.platform", "win32")
-        assert resolved_use_conv_vae(AppSettings()) is False
-
-    def test_explicit_true_overrides_linux_default(self, monkeypatch):
-        monkeypatch.setattr("state.app_settings.sys.platform", "linux")
+    def test_explicit_true(self):
         assert resolved_use_conv_vae(AppSettings(use_conv_vae=True)) is True
 
-    def test_explicit_false_overrides_darwin_default(self, monkeypatch):
-        monkeypatch.setattr("state.app_settings.sys.platform", "darwin")
+    def test_explicit_false_overrides_default(self):
         assert resolved_use_conv_vae(AppSettings(use_conv_vae=False)) is False
 
 
diff --git a/electron/export/ffmpeg-utils.ts b/electron/export/ffmpeg-utils.ts
index 089d1316b..44242c6f7 100644
--- a/electron/export/ffmpeg-utils.ts
+++ b/electron/export/ffmpeg-utils.ts
@@ -216,15 +216,68 @@ export function extractLastFrameToFile({ videoPath, outputPath, timeoutMs = 1500
   return outputPath
 }
 
+/**
+ * Average RGB of one frame, via a true box-average downscale to 1x1 read as raw
+ * rgb24 (3 bytes). `vf` selects/prepares the frame(s) before the scale (e.g.
+ * "trim=start_frame=1:end_frame=2" to grab a video's second frame). Returns null
+ * if ffmpeg produces nothing usable — callers must treat that as "skip matching".
+ */
+function averageRgb(ffmpegPath: string, inputPath: string, vf: string): [number, number, number] | null {
+  const result = spawnSync(
+    ffmpegPath,
+    ['-v', 'error', '-i', inputPath, '-vf', `${vf},scale=1:1:flags=area`, '-frames:v', '1',
+     '-f', 'rawvideo', '-pix_fmt', 'rgb24', '-'],
+    { maxBuffer: 1024 * 1024, timeout: 15000 },
+  )
+  const buf = result.stdout
+  if (!buf || buf.length < 3) return null
+  return [buf[0], buf[1], buf[2]]
+}
+
+// Cap per-channel correction: the systematic VAE darkening is ~2-3/255, so a
+// larger measured delta means the continuation legitimately changed grade (a
+// light turned on, the camera moved to a brighter area) -- clamp so the match
+// only cancels the bias and never fights real content.
+const _MAX_COLOR_MATCH_OFFSET = 8
+
+/**
+ * Per-channel additive offset (as an ffmpeg lutrgb filter fragment) that nudges the
+ * continuation's grade back to the source's, or null when no meaningful correction
+ * applies. `referencePath` is the seed frame (the source clip's last frame); the
+ * clip's second frame (index 1 -- the one that becomes the new lead after the trim)
+ * is what we match, since it is the boundary the viewer sees against the source.
+ */
+function colorMatchLutFilter(ffmpegPath: string, videoPath: string, referencePath: string): string | null {
+  const seed = averageRgb(ffmpegPath, referencePath, 'null')
+  const clip = averageRgb(ffmpegPath, videoPath, 'trim=start_frame=1:end_frame=2,setpts=PTS-STARTPTS')
+  if (!seed || !clip) return null
+  const clamp = (v: number) => Math.max(-_MAX_COLOR_MATCH_OFFSET, Math.min(_MAX_COLOR_MATCH_OFFSET, v))
+  const [dr, dg, db] = [clamp(seed[0] - clip[0]), clamp(seed[1] - clip[1]), clamp(seed[2] - clip[2])]
+  // Sub-level offsets are below what encode rounding would preserve -- skip the
+  // extra filter pass rather than apply a no-op.
+  if (Math.abs(dr) < 0.5 && Math.abs(dg) < 0.5 && Math.abs(db) < 0.5) return null
+  const r = dr.toFixed(1), g = dg.toFixed(1), b = db.toFixed(1)
+  logger.info(`[trim-first-frame] color-match offset r=${r} g=${g} b=${b} (seed=${seed} clip1=${clip})`)
+  // lutrgb clamps expression output to [0,255] itself, so no explicit clip() needed.
+  return `lutrgb=r=val+(${r}):g=val+(${g}):b=val+(${b})`
+}
+
 /**
  * Re-encode a video with its first frame removed (and the matching audio slice
  * dropped so A/V stays in sync). Used by "Continue as new shot" to delete the
  * duplicate lead frame the i2v conditioning reproduces from the source's last
  * frame, so the continuation butt-joins the source with no stutter.
+ *
+ * `colorMatchReferencePath` (the seed frame) enables a subtle per-channel grade
+ * match: the i2v VAE reproduces the conditioning frame ~2-3/255 darker, which
+ * compounds across chained continuations; matching the clip's lead frame back to
+ * the seed cancels that at the join. Measured/clamped, so it only removes the
+ * systematic bias.
  */
-export function trimFirstFrameToFile({ videoPath, outputPath, timeoutMs = 120000 }: {
+export function trimFirstFrameToFile({ videoPath, outputPath, colorMatchReferencePath, timeoutMs = 120000 }: {
   videoPath: string
   outputPath: string
+  colorMatchReferencePath?: string
   timeoutMs?: number
 }): string {
   const ffmpegPath = findFfmpegPath()
@@ -233,9 +286,14 @@ export function trimFirstFrameToFile({ videoPath, outputPath, timeoutMs = 120000
 
   const hasAudio = fileHasAudio(ffmpegPath, videoPath)
   const fps = getVideoFps(ffmpegPath, videoPath)
+  const colorMatchLut =
+    colorMatchReferencePath && fs.existsSync(colorMatchReferencePath)
+      ? colorMatchLutFilter(ffmpegPath, videoPath, colorMatchReferencePath)
+      : null
+  const videoFilter = ['trim=start_frame=1', 'setpts=PTS-STARTPTS', ...(colorMatchLut ? [colorMatchLut] : [])].join(',')
   const args: string[] = [
     '-i', videoPath,
-    '-vf', 'trim=start_frame=1,setpts=PTS-STARTPTS',
+    '-vf', videoFilter,
     ...(hasAudio
       ? ['-af', `atrim=start=${(1 / fps).toFixed(6)},asetpts=PTS-STARTPTS`, '-c:a', 'aac', '-b:a', '192k']
       : ['-an']),
diff --git a/electron/ipc/video-processing-handlers.ts b/electron/ipc/video-processing-handlers.ts
index d4df1d0c9..f381bc975 100644
--- a/electron/ipc/video-processing-handlers.ts
+++ b/electron/ipc/video-processing-handlers.ts
@@ -54,10 +54,10 @@ export function registerVideoProcessingHandlers(): void {
 
   // Drop the duplicate lead frame from a freshly generated continuation and save
   // the clean clip into Continuations.
-  handle('continuationSaveTrimmed', async ({ videoPath }) => {
+  handle('continuationSaveTrimmed', async ({ videoPath, colorMatchReference }) => {
     const dir = ensureLibFolder(CONTINUATIONS_FOLDER)
     const outPath = path.join(dir, `continuation_${stamp()}.mp4`)
-    trimFirstFrameToFile({ videoPath, outputPath: outPath })
+    trimFirstFrameToFile({ videoPath, outputPath: outPath, colorMatchReferencePath: colorMatchReference })
     return { path: outPath }
   })
 }
diff --git a/frontend/contexts/AppSettingsContext.tsx b/frontend/contexts/AppSettingsContext.tsx
index 5936764a8..8e5a01b97 100644
--- a/frontend/contexts/AppSettingsContext.tsx
+++ b/frontend/contexts/AppSettingsContext.tsx
@@ -45,7 +45,10 @@ export const DEFAULT_APP_SETTINGS: AppSettings = {
   seedLocked: false,
   lockedSeed: 42,
   modelsDir: '',
-  useConvVae: false,
+  // Fast decode (conv VAE) is on by default, mirroring the backend's
+  // resolved_use_conv_vae default -- so the whole-settings sync can never POST an
+  // explicit false that overrides the backend default before the user opts out.
+  useConvVae: true,
 }
 
 type BackendProcessStatus = 'alive' | 'restarting' | 'dead'
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 4fd59c3e1..557a90d06 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -943,7 +943,7 @@ function PromptBar({
   const generateDisabled = isGenerating || !canGenerate || isEnhancingPrompt
 
   return (
-    <div className="h-full min-h-0 flex flex-col bg-zinc-900 border border-zinc-800 rounded-2xl overflow-visible">
+    <div className="flex flex-col bg-zinc-900 border border-zinc-800 rounded-2xl overflow-visible">
       {mode === 'multi-keyframe' && (
         <MultiKeyframePanel
           keyframes={keyframes}
@@ -957,11 +957,11 @@ function PromptBar({
         />
       )}
       {/* Top row: Image ref | Prompt | Generate */}
-      <div className="flex-1 min-h-0 flex items-stretch">
+      <div className="flex items-start">
         {/* Input image drop zone — video mode (I2V) or image mode (edit source) */}
         {(mode === 'video' || mode === 'image') && !isRetake && !isIcLora && (
           <div
-            className={`relative w-10 h-10 mx-2 mt-2 self-start rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-32 aspect-video mx-2 mt-2 self-start rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             onDragOver={(e) => { e.preventDefault(); setIsDragOver(true) }}
@@ -984,7 +984,7 @@ function PromptBar({
                 </button>
               </>
             ) : (
-              <Image className="h-8 w-8 text-zinc-500" />
+              <Image className="h-10 w-10 text-zinc-500" />
             )}
             <input
               ref={inputRef}
@@ -1002,7 +1002,7 @@ function PromptBar({
           duration: settings.duration,
         }) && !isRetake && !isIcLora && (
           <div
-            className={`relative w-10 h-10 mt-2 mr-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-32 aspect-video mt-2 mr-2 rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isLastDragOver ? 'border-blue-500 bg-blue-500/10' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             title="Last frame"
@@ -1022,7 +1022,7 @@ function PromptBar({
                 </button>
               </>
             ) : (
-              <Image className="h-4 w-4 text-zinc-500" />
+              <Image className="h-8 w-8 text-zinc-500" />
             )}
             <input
               ref={lastFrameInputRef}
@@ -1037,7 +1037,7 @@ function PromptBar({
         {/* Audio drop zone — A2V is mutually exclusive with multi-keyframe */}
         {genSpaceUsesAudioInput(mode) && !isRetake && !isIcLora && (
           <div
-            className={`relative w-10 h-10 mt-2 self-start rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
+            className={`relative w-20 h-20 mt-2 self-start rounded-lg border-2 border-dashed transition-colors flex items-center justify-center flex-shrink-0 cursor-pointer ${
               isAudioDragOver ? 'border-emerald-500 bg-emerald-500/10' : inputAudio ? 'border-emerald-600' : 'border-zinc-700 hover:border-zinc-500'
             }`}
             onDragOver={(e) => { e.preventDefault(); setIsAudioDragOver(true) }}
@@ -1048,7 +1048,7 @@ function PromptBar({
           >
             {inputAudio ? (
               <>
-                <Music className="h-8 w-8 text-emerald-400" />
+                <Music className="h-10 w-10 text-emerald-400" />
                 <button
                   onClick={(e) => { e.stopPropagation(); onInputAudioChange(null) }}
                   className="absolute -top-1 -right-1 p-1 rounded-full bg-zinc-800 text-zinc-400 hover:text-white z-10"
@@ -1057,7 +1057,7 @@ function PromptBar({
                 </button>
               </>
             ) : (
-              <Music className="h-8 w-8 text-zinc-500" />
+              <Music className="h-10 w-10 text-zinc-500" />
             )}
             <input
               ref={audioInputRef}
@@ -1069,8 +1069,8 @@ function PromptBar({
           </div>
         )}
 
-        {/* Prompt input - fills remaining width and grows with the panel */}
-        <div className="flex-1 min-h-0 min-w-0 py-1">
+        {/* Prompt input - fills remaining width; drag the corner to resize height */}
+        <div className="flex-1 min-w-0 py-1">
           <textarea
             value={prompt}
             onChange={(e) => onPromptChange(e.target.value)}
@@ -1097,14 +1097,16 @@ function PromptBar({
                     : "A close-up of a woman talking on the phone...")
                 : "The woman sips from a cup of coffee..."
             }
-            className="w-full h-full min-h-0 bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-none overflow-y-auto leading-5"
+            className="w-full bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-y overflow-y-auto h-[70px] min-h-[70px] max-h-[60vh] leading-5"
           />
         </div>
 
       </div>
       
-      {/* Bottom row: Mode selector + Settings */}
-      <div className="flex flex-shrink-0 items-center gap-0.5 px-1.5 py-1.5 border-t border-zinc-800/60 text-xs text-zinc-400">
+      {/* Bottom row: Mode selector + Settings. Wraps (flex-wrap) so a narrow panel
+          pushes overflowing controls onto a second line INSIDE the box, instead of
+          spilling the Generate button past the rounded border. */}
+      <div className="flex flex-wrap flex-shrink-0 items-center gap-0.5 gap-y-1.5 px-1.5 py-1.5 border-t border-zinc-800/60 text-xs text-zinc-400">
         {/* Mode dropdown */}
         <SettingsDropdown
           title="MODE"
@@ -1469,7 +1471,7 @@ function PromptBar({
         <button
           onClick={showStop ? onStop : onGenerate}
           disabled={showStop ? stopDisabled : generateDisabled}
-          className={`flex items-center gap-1.5 ml-2 mt-2 self-start px-3 py-1.5 rounded-md text-xs font-medium transition-all flex-shrink-0 ${
+          className={`flex items-center gap-1.5 ml-auto px-3 py-1.5 rounded-md text-xs font-medium transition-all flex-shrink-0 ${
             showStop
               ? stopDisabled
                 ? 'bg-zinc-700 text-zinc-500 cursor-not-allowed'
@@ -1691,6 +1693,11 @@ export function GenSpace() {
   const [settings, setSettings] = useState(() => ({ ...DEFAULT_VIDEO_SETTINGS }))
   const continuationPendingRef = useRef(false)
   const continuationProcessedRef = useRef<string | null>(null)
+  // The seed frame (source clip's last frame) for the pending continuation, used to
+  // color-match the trimmed clip back to the source and cancel the i2v VAE's
+  // systematic darkening (see continuation-color-shift). Captured here rather than
+  // read from inputImage at trim time, which the user may have cleared/changed.
+  const continuationSeedRef = useRef<string | null>(null)
   const previousTimelineSettingsRef = useRef({
     duration: settings.duration,
     fps: settings.fps,
@@ -2434,9 +2441,10 @@ export function GenSpace() {
     const api = window.electronAPI
     if (!api) return
     const src = videoPath
+    const colorMatchReference = continuationSeedRef.current ?? undefined
     void (async () => {
       try {
-        await api.continuationSaveTrimmed({ videoPath: src })
+        await api.continuationSaveTrimmed({ videoPath: src, colorMatchReference })
       } catch (err) {
         logger.error(`Continuation trim/save failed: ${err}`)
       }
@@ -3429,6 +3437,7 @@ export function GenSpace() {
       const res = await api.continuationExtractLastFrame({ videoPath: videoAsset.path, seekTime })
       setMode('video')
       setInputImage(res.framePath)
+      continuationSeedRef.current = res.framePath
       setPrompt(videoAsset.prompt || '')
       setLastPrompt(videoAsset.prompt || '')
       setSettings((prev) => ({
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index d78851fc3..ab858fa13 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -46,6 +46,9 @@ importers:
       tailwind-merge:
         specifier: ^2.3.0
         version: 2.6.1
+      use-sync-external-store:
+        specifier: 1.6.0
+        version: 1.6.0(react@18.3.1)
       zod:
         specifier: 4.3.6
         version: 4.3.6
@@ -4879,7 +4882,6 @@ snapshots:
   use-sync-external-store@1.6.0(react@18.3.1):
     dependencies:
       react: 18.3.1
-    optional: true
 
   utf8-byte-length@1.0.5: {}
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index d07687f50..6fe0bc2db 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -347,7 +347,10 @@ export const electronAPISchemas = {
   // Drop the duplicate lead frame from a freshly generated continuation and save
   // the clean clip into Continuations, ready to butt-join the source.
   continuationSaveTrimmed: {
-    input: z.object({ videoPath: z.string() }),
+    // colorMatchReference (the seed frame = the source clip's last frame) lets the
+    // trim step neutralize the i2v VAE's systematic ~2-3/255 darkening of the
+    // continuation, which otherwise compounds across chained continuations.
+    input: z.object({ videoPath: z.string(), colorMatchReference: z.string().optional() }),
     output: z.object({ path: z.string() }),
   },
 

From eecdab660a3f73e754648620933aa3bec22e8984 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 12 Sep 2026 12:50:27 -0400
Subject: [PATCH 076/117] GenSpace UI: fix mojibake + continuation resolution,
 rename "Gen Space" -> "Create"
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Fix UTF-8 mojibake in GenSpace.tsx (merge double-encoded the • bullet in the
  preview metadata label, a … in the tag-name placeholder, and 6 — em-dashes in
  comments) -> proper UTF-8.
- Continue-as-new-shot now keeps the source clip's resolution: use the asset's
  stored resolution tier instead of deriving it from pixel dimensions (a 540p 16:9
  gen outputs 1024x576, whose 576 short side was bucketed as 720p; the tier's short
  side also varies by aspect, so a pixel-threshold map can't be exact). Also widened
  the pixel-fallback thresholds for sources with no stored tier.
- Rename the "Gen Space" tab to "Create" and sweep the user-facing "Gen Space"
  strings (tooltips, flash messages, help text, context-menu label) to "Create";
  internal ids (gen-space) and dev comments unchanged.

tsc clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/SettingsModal.tsx         |  2 +-
 frontend/components/gpm/DownloadsBrowser.tsx  |  4 +--
 frontend/components/gpm/PromptManagerPro.tsx  | 16 +++++-----
 .../components/gpm/QwenMultiAnglePanel.tsx    |  2 +-
 frontend/views/GenSpace.tsx                   | 32 ++++++++++++-------
 frontend/views/Project.tsx                    |  2 +-
 frontend/views/editor/ClipContextMenu.tsx     |  2 +-
 .../views/editor/VideoEditorAssetsPanel.tsx   |  2 +-
 8 files changed, 35 insertions(+), 27 deletions(-)

diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 315c14576..866f6225f 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1461,7 +1461,7 @@ export function SettingsModal({ isOpen, onClose, initialTab, initialReason, upda
                 <p className="text-xs text-zinc-500 leading-relaxed">
                   When enabled, Generate rewrites your prompt with visual detail, sound, and camera
                   motion before the model sees it. Local generations use the on-device enhancer;
-                  LTX API text encoding enhances on the server. The Enhance button in Gen Space is
+                  LTX API text encoding enhances on the server. The Enhance button in Create is
                   separate — it rewrites the prompt box so you can edit it first. Control
                   independently for each generation type.
                 </p>
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 47f18ec3d..76f2f101b 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -151,7 +151,7 @@ function Dock({ onClose }: { onClose: () => void }) {
     if (f.isVideo) return
     setGenSpaceInputImagePath(f.path)
     setCurrentTab('gen-space')
-    flash('Sent to Gen Space')
+    flash('Sent to Create')
   }
   const openMove = (f: LibFile) => {
     setMoveTarget(f)
@@ -301,7 +301,7 @@ function Dock({ onClose }: { onClose: () => void }) {
                           >
                             <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100">
                               {!file.isVideo && !file.isAudio && (
-                                <button onClick={() => sendToGenSpace(file)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
+                                <button onClick={() => sendToGenSpace(file)} title="Send to Create as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
                               )}
                               <button onClick={() => openMove(file)} title="Move to folder…" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><FolderOpen size={11} /></button>
                               <button onClick={() => void deleteFile(file)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 0a709886f..4d9c396d6 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -200,7 +200,7 @@ function ActionRow({
       </button>
       <button
         onClick={() => onInject(text)} disabled={disabled}
-        title="Send the assembled prompt to the LTX Gen Space prompt box"
+        title="Send the assembled prompt to the LTX Create prompt box"
         className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
         style={{ background: C.green, color: '#fff' }}
       >
@@ -543,7 +543,7 @@ function ShotPanel({
         </button>
         <button
           onClick={applyShot} disabled={!shotOut.trim()}
-          title={srcImage ? 'Inject the shot prompt and send the source image to Gen Space' : 'Inject the shot prompt'}
+          title={srcImage ? 'Inject the shot prompt and send the source image to Create' : 'Inject the shot prompt'}
           className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
           style={{ background: C.green, color: '#fff' }}
         >
@@ -860,7 +860,7 @@ function WorkflowPanel({
         </button>
         <button
           onClick={injectWorkflow} disabled={!wfOut.trim() && boundImages.length === 0}
-          title="Inject the prompt and send the first bound image to Gen Space"
+          title="Inject the prompt and send the first bound image to Create"
           className="flex items-center justify-center gap-1.5 rounded-md px-3 py-2 text-xs font-semibold disabled:opacity-40"
           style={{ background: C.green, color: '#fff' }}
         >
@@ -964,7 +964,7 @@ function SceneViewer({ pano, onPlate, onClose, lens, setLens, aimRef }: {
         <button onClick={resetAim} className="flex items-center gap-1 rounded px-2 py-1 text-[10px]" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}><RotateCcw size={11} />Reset aim</button>
         <button onClick={() => post({ type: 'gpm-scene-capture', requestId: ++reqId.current, width: 1280, height: 720 })} disabled={!ready} className="flex items-center gap-1 rounded px-2 py-1 text-[10px] font-semibold ml-auto disabled:opacity-40" style={{ background: C.green, color: '#fff' }}><Camera size={11} />Generate plate</button>
       </div>
-      <div className="px-2 pb-2 text-[10px]" style={{ background: C.card, color: C.faint }}>Drag to look around · pick a lens · "Generate plate" sends the framed 1280×720 view to Gen Space.</div>
+      <div className="px-2 pb-2 text-[10px]" style={{ background: C.card, color: C.faint }}>Drag to look around · pick a lens · "Generate plate" sends the framed 1280×720 view to Create.</div>
     </div>
   )
 }
@@ -1006,7 +1006,7 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
   const active = panos.find((p) => p.id === activeId) ?? null
   const onPlate = (dataUrl: string, name: string) => {
     onUse({ id: gpmId(), name: `plate-${name}`, folderId: null, dataUrl, addedAt: Date.now(), isVideo: false })
-    flash('Plate sent to Gen Space')
+    flash('Plate sent to Create')
   }
 
   return (
@@ -1329,7 +1329,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
         >
           <div className="absolute top-1 right-1 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
             {!im.isVideo && (
-              <button onClick={() => onUse(im)} title="Send to Gen Space as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
+              <button onClick={() => onUse(im)} title="Send to Create as input image" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: C.green, color: '#fff' }}><Send size={11} /></button>
             )}
             <button onClick={() => onCopy(im.name)} title="Copy filename" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Copy size={11} /></button>
             <button onClick={() => removeImage(im.id)} title="Delete" className="h-5 w-5 flex items-center justify-center rounded" style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}><Trash2 size={11} /></button>
@@ -1503,7 +1503,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       const path = await saveDataUrlToTempFile(img.dataUrl, img.name)
       setGenSpaceInputImagePath(path)
       setCurrentTab('gen-space')
-      flash('Image sent to Gen Space')
+      flash('Image sent to Create')
     } catch (e) {
       flash('Send failed: ' + (e instanceof Error ? e.message : 'error'))
     }
@@ -1569,7 +1569,7 @@ function Dock({ onClose }: { onClose: () => void }) {
         <div className="flex items-center gap-2">
           <button
             onClick={() => { clearGenSpacePrompt(); flash('Prompt box cleared') }}
-            title="Clear the LTX Gen Space prompt box"
+            title="Clear the LTX Create prompt box"
             className="text-[11px] flex items-center gap-1 px-2 py-1 rounded"
             style={{ color: C.muted, background: C.card, border: `1px solid ${C.border}` }}
           >
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index 7afe9b42c..da6827b4f 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -369,7 +369,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const inject = () => {
     if (!current) return
     onUse({ id: current.id, name: `qwen-angle-${current.seed}`, folderId: null, dataUrl: current.dataUrl, addedAt: Date.now(), isVideo: false })
-    flash('Sent to Gen Space')
+    flash('Sent to Create')
   }
 
   const chooseFolder = async () => {
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 557a90d06..7fc9ce30d 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -333,7 +333,7 @@ function AssetCard({
           {onRegenerate && canRegenerateAsset(asset) && (
             <button
               onClick={(e) => { e.stopPropagation(); onRegenerate(asset) }}
-              title="Load this generation's image, prompt and settings back into Gen Space"
+              title="Load this generation's image, prompt and settings back into Create"
               className="px-2.5 py-1.5 rounded-lg bg-black/40 backdrop-blur-md text-white hover:bg-black/60 transition-colors flex items-center gap-1.5 text-xs font-medium whitespace-nowrap"
             >
               <RefreshCw className="h-3 w-3" />
@@ -1564,9 +1564,12 @@ function continuationAspectRatio(width: number, height: number): string {
   const opts: Array<[string, number]> = [['16:9', 16 / 9], ['9:16', 9 / 16], ['21:9', 21 / 9]]
   return opts.reduce((best, o) => (Math.abs(o[1] - r) < Math.abs(best[1] - r) ? o : best))[0]
 }
+// Fallback tier from a clip's short side, for a source with no stored resolution.
+// Thresholds sit at the midpoints between tiers' actual short-side outputs (540p ~512-576,
+// 720p ~704-768, 1080p ~1056+) so a 540p 16:9 clip (576) buckets as 540p, not 720p.
 function continuationResolution(shortSide: number): string {
-  if (shortSide <= 560) return '540p'
-  if (shortSide <= 760) return '720p'
+  if (shortSide <= 640) return '540p'
+  if (shortSide <= 912) return '720p'
   return '1080p'
 }
 
@@ -3443,7 +3446,12 @@ export function GenSpace() {
       setSettings((prev) => ({
         ...prev,
         aspectRatio: continuationAspectRatio(res.width, res.height),
-        videoResolution: continuationResolution(Math.min(res.width, res.height)),
+        // Use the source clip's stored resolution tier, not one derived from its pixel
+        // dimensions: a "540p" 16:9 gen outputs at 1024x576, and mapping short-side 576
+        // by threshold lands it in 720p (the tier's actual short side varies by aspect,
+        // e.g. 21:9 540p is 512, so a pixel-threshold map can't be exact). Fall back to
+        // the pixel derivation only for a source with no stored tier (e.g. an import).
+        videoResolution: videoAsset.resolution || continuationResolution(Math.min(res.width, res.height)),
         fps: Math.round(res.fps) || prev.fps,
       }))
       continuationPendingRef.current = true
@@ -3647,7 +3655,7 @@ export function GenSpace() {
         </div>
       )}
 
-      {/* Assets area — full width, no background, above the prompt bar */}
+      {/* Assets area — full width, no background, above the prompt bar */}
       {/* Kept mounted even with no assets so the Browse LoRAs / Favorites / size toolbar survives the empty state. */}
       {isLibraryMode && (
         <div className="absolute inset-x-0 top-0 bottom-[160px] flex flex-col px-4 pt-4">
@@ -3782,7 +3790,7 @@ export function GenSpace() {
             </div>
           </div>
 
-          {/* Assets grid — fills remaining space, scrollable */}
+          {/* Assets grid — fills remaining space, scrollable */}
           <div className="overflow-y-auto overflow-x-hidden [scrollbar-gutter:stable] flex-1">
             <div className={`grid ${gallerySizeClasses[gallerySize]} gap-4`}>
               {isGenerating && (
@@ -3896,7 +3904,7 @@ export function GenSpace() {
         </div>
       )}
 
-      {/* Floating prompt panel — wider, responsive, centered */}
+      {/* Floating prompt panel — wider, responsive, centered */}
       <div className="absolute bottom-5 left-1/2 w-[min(700px,calc(100%-2rem))] -translate-x-1/2">
 
         <FreeApiKeyBubble
@@ -3921,7 +3929,7 @@ export function GenSpace() {
           }]} />
         )}
 
-        {/* Selected plain LoRAs (video gen only) — one chip each, info from the matched catalog entry. */}
+        {/* Selected plain LoRAs (video gen only) — one chip each, info from the matched catalog entry. */}
         {mode === 'video' && isLocalMode && selectedLoras.length > 0 && (
           <SelectedLoraInfo items={selectedLoras.map(s => {
             const entry = loraLibrary.items.find(e => e.installedPath === s.ref)
@@ -3998,7 +4006,7 @@ export function GenSpace() {
           loraDisplayNames={loraDisplayNames}
         />
 
-        {/* Advanced IC-LoRA controls — bottom-aligned to the right of the prompt panel. */}
+        {/* Advanced IC-LoRA controls — bottom-aligned to the right of the prompt panel. */}
         {mode === 'ic-lora' && !forceApiGenerations && advancedIcLoraControls && (
           <div className="absolute left-full bottom-0 ml-3">
             <IcLoraAdvancedPanel {...icLoraControlsProps} />
@@ -4105,7 +4113,7 @@ export function GenSpace() {
                     const asset = selectedAsset
                     if (!asset) return
                     // Grab the currently shown frame. The modal <video> autoplays,
-                    // so it's usually AT the end when clicked — seeking exactly at
+                    // so it's usually AT the end when clicked — seeking exactly at
                     // duration decodes no frame (ffmpeg writes nothing), which is
                     // why this failed. Back off ~one frame from the end, matching
                     // saveVideoFrame's fix.
@@ -4149,7 +4157,7 @@ export function GenSpace() {
                   selectedAsset.resolution,
                   selectedAsset.duration ? `${formatSeconds(selectedAsset.duration)}s` : 'Image',
                   selectedAsset.renderMs != null ? `${formatClock(selectedAsset.renderMs)} render` : null,
-                ].filter(Boolean).join(' • ')}
+                ].filter(Boolean).join(' • ')}
               </p>
             </div>
           </div>
@@ -4187,7 +4195,7 @@ export function GenSpace() {
                   setNewTagName('')
                 }
               }}
-              placeholder="Tag name…"
+              placeholder="Tag name…"
               className="w-full rounded-md px-2 py-1.5 text-sm bg-zinc-800 text-white border border-zinc-700 outline-none focus:border-blue-500"
             />
             <div className="flex justify-end gap-2 mt-3">
diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index f2d4702fb..d7b352e69 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -173,7 +173,7 @@ export function Project() {
   }
   
   const tabs: { id: ProjectTab; label: string; icon: React.ReactNode }[] = [
-    { id: 'gen-space', label: 'Gen Space', icon: <Sparkles className="h-4 w-4" /> },
+    { id: 'gen-space', label: 'Create', icon: <Sparkles className="h-4 w-4" /> },
     { id: 'video-editor', label: 'Video Editor', icon: <Film className="h-4 w-4" /> },
   ]
   const shouldShowAssetMetadataMigrationProgressScreen = assetMetadataMigrationProgress.running
diff --git a/frontend/views/editor/ClipContextMenu.tsx b/frontend/views/editor/ClipContextMenu.tsx
index 433ab7136..ac9d2332e 100644
--- a/frontend/views/editor/ClipContextMenu.tsx
+++ b/frontend/views/editor/ClipContextMenu.tsx
@@ -530,7 +530,7 @@ function SingleClipMenu({
                 <ChevronRight className="h-3 w-3 text-zinc-500" />
               </button>
               <div className="absolute left-full top-0 ml-0.5 min-w-[200px] bg-zinc-800 border border-zinc-700 rounded-lg shadow-xl py-1 z-[70] hidden group-hover/capture:block">
-                <MenuItem icon={Video} iconClass="text-blue-400" label="Generate Video in Gen Space"
+                <MenuItem icon={Video} iconClass="text-blue-400" label="Generate Video in Create"
                   onClick={() => { onCaptureFrameForVideo(contextClip); close() }} />
                 {isImage && (
                   <MenuItem icon={Film} iconClass="text-blue-400" label="Image to Video (I2V)"
diff --git a/frontend/views/editor/VideoEditorAssetsPanel.tsx b/frontend/views/editor/VideoEditorAssetsPanel.tsx
index 64155b979..5e6b26a26 100644
--- a/frontend/views/editor/VideoEditorAssetsPanel.tsx
+++ b/frontend/views/editor/VideoEditorAssetsPanel.tsx
@@ -771,7 +771,7 @@ export const VideoEditorAssetsPanel = forwardRef<VideoEditorAssetsPanelHandle, V
           {filteredAssets.length === 0 ? (
             <div className="text-center py-8">
               <p className="text-sm text-zinc-500">No assets yet</p>
-              <p className="text-xs text-zinc-600 mt-1">Generate in Gen Space or import</p>
+              <p className="text-xs text-zinc-600 mt-1">Generate in Create or import</p>
               <button
                 onClick={() => fileInputRef.current?.click()}
                 className="mt-3 px-3 py-1.5 rounded-lg bg-zinc-800 text-zinc-300 text-xs hover:bg-zinc-700 transition-colors"

From 4cad0a94fc3a64f737fc8530a09a0b3d2c17df44 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 13:03:33 -0400
Subject: [PATCH 077/117] Studio Assets: one-click quick-save downloads, new
 folders on top, clearer create-folder + top toast
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Asset Download button now quick-saves straight into the Studio Assets library's
  last-used folder (no native Save dialog); the panel's newest-first sort puts it at
  the top. New saveToStudioAssets() + a small persisted last-folder tracker
  (studio-assets-target) shared across the gallery <-> panel. The right-click
  "Save…" menu still opens the dialog for choosing a location.
- gpmLibAddFiles ensures the target folder exists (recursive mkdir) so a quick-save
  never fails if a tracked folder was deleted.
- New folders are inserted at the TOP of the folder list instead of appended below
  an expanded Inbox of hundreds of files (looked like nothing happened).
- Create-folder UX: the button reads "Create", dims when the name box is empty, and
  clicking it empty shows a hint + focuses the box (the name comes from the inline
  box, not a popup — a common point of confusion).
- Studio Assets toast moved to the top of the panel with a drop shadow so it can't
  be missed.

tsc clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/ipc/library-handlers.ts             |  1 +
 frontend/components/gpm/DownloadsBrowser.tsx | 21 +++++++++++-----
 frontend/lib/studio-assets-target.ts         | 26 ++++++++++++++++++++
 frontend/lib/video-save-actions.ts           | 26 ++++++++++++++++++++
 frontend/views/GenSpace.tsx                  |  8 +++---
 5 files changed, 72 insertions(+), 10 deletions(-)
 create mode 100644 frontend/lib/studio-assets-target.ts

diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 027823b8a..0c0c2aabd 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -127,6 +127,7 @@ export function registerLibraryHandlers(): void {
   handle('gpmLibAddFiles', ({ folder, srcPaths }) => {
     try {
       const dest = folderPath(folder)
+      fs.mkdirSync(dest, { recursive: true }) // robust: quick-save target may have been deleted
       let added = 0
       for (const src of srcPaths) {
         if (!fs.existsSync(src) || !fs.statSync(src).isFile()) continue
diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 76f2f101b..94b1a0bc9 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -13,6 +13,7 @@ import { useProjects } from '../../contexts/ProjectContext'
 import { MediaThumb } from './MediaThumb'
 import { useDownloadsBrowserOpen, setDownloadsBrowserOpen } from './downloads-browser-store'
 import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from './gpm-image-file'
+import { setStudioAssetsTarget } from '../../lib/studio-assets-target'
 
 const C = {
   panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
@@ -49,6 +50,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const [files, setFiles] = useState<LibFile[]>([])
   const [openFolders, setOpenFolders] = useState<Set<string>>(new Set())
   const [newName, setNewName] = useState('')
+  const newNameRef = useRef<HTMLInputElement>(null)
   const [renaming, setRenaming] = useState<string | null>(null)
   const [renameVal, setRenameVal] = useState('')
   const [toast, setToast] = useState<string | null>(null)
@@ -97,18 +99,25 @@ function Dock({ onClose }: { onClose: () => void }) {
     setOpenFolders((prev) => {
       const next = new Set(prev)
       if (next.has(name)) next.delete(name)
-      else next.add(name)
+      else { next.add(name); setStudioAssetsTarget(name) } // opening = "the folder I'm working in" → quick-save target
       return next
     })
   }
   const collapseAll = () => setOpenFolders(new Set())
 
   const createFolder = async () => {
-    const n = newName.trim(); if (!n || !api) return
+    const n = newName.trim()
+    // The name comes from the inline box, not a popup — clicking the button with an
+    // empty box is a common "where do I type the name?" mistake, so nudge + focus it.
+    if (!n) { flash('Type a folder name in the box first, then click Create'); newNameRef.current?.focus(); return }
+    if (!api) return
     const r = await api.gpmLibCreateFolder({ name: n })
     if (r.success) {
-      saveOrder([...loadOrder(), n]); setNewName('')
+      // New folder at the TOP of the list (not appended below an expanded Inbox of
+      // hundreds of files, where it looks like nothing happened).
+      saveOrder([n, ...loadOrder().filter((f) => f !== n)]); setNewName('')
       setOpenFolders((prev) => new Set(prev).add(n))
+      setStudioAssetsTarget(n) // route quick-saves into the folder just created
       await refresh()
     } else flash(r.error)
   }
@@ -203,8 +212,8 @@ function Dock({ onClose }: { onClose: () => void }) {
       </div>
 
       <div className="flex gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
-        <input value={newName} onChange={(e) => setNewName(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') void createFolder() }} placeholder="New folder…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
-        <button onClick={() => void createFolder()} title="Create folder" className="flex items-center gap-1 rounded-md px-2.5 py-1.5 text-xs font-medium" style={{ background: C.blue, color: '#fff' }}><FolderPlus size={13} /></button>
+        <input ref={newNameRef} value={newName} onChange={(e) => setNewName(e.target.value)} onKeyDown={(e) => { if (e.key === 'Enter') void createFolder() }} placeholder="Type a folder name…" className="flex-1 rounded-md px-2 py-1.5 text-xs outline-none" style={{ background: C.elev, color: C.text, border: `1px solid ${C.border}` }} />
+        <button onClick={() => void createFolder()} title={newName.trim() ? 'Create folder' : 'Type a folder name in the box first'} className="flex items-center gap-1 rounded-md px-2.5 py-1.5 text-xs font-medium transition-opacity" style={{ background: C.blue, color: '#fff', opacity: newName.trim() ? 1 : 0.45 }}><FolderPlus size={13} />Create</button>
       </div>
 
       <div className="flex items-center gap-2 px-3 py-2 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
@@ -318,7 +327,7 @@ function Dock({ onClose }: { onClose: () => void }) {
         {folders.length === 0 && <p className="text-[11px] text-center py-4" style={{ color: C.faint }}>No folders yet.</p>}
       </div>
 
-      {toast && <div className="absolute left-1/2 bottom-4 -translate-x-1/2 px-3 py-2 rounded-lg text-xs" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text }}>{toast}</div>}
+      {toast && <div className="absolute left-1/2 top-3 -translate-x-1/2 z-30 px-3 py-2 rounded-lg text-xs text-center" style={{ background: C.elev, border: `1px solid ${C.borderLt}`, color: C.text, boxShadow: '0 8px 24px rgba(0,0,0,0.5)' }}>{toast}</div>}
 
       <button
         onClick={onClose} title="Close Studio Assets"
diff --git a/frontend/lib/studio-assets-target.ts b/frontend/lib/studio-assets-target.ts
new file mode 100644
index 000000000..386fca930
--- /dev/null
+++ b/frontend/lib/studio-assets-target.ts
@@ -0,0 +1,26 @@
+/**
+ * The Studio Assets folder that quick-save actions (the asset Download button)
+ * drop files into, so a save takes zero clicks instead of a native Save dialog.
+ * Tracks the folder the user last opened/worked in inside the Studio Assets panel;
+ * persisted in localStorage so it survives across the GenSpace <-> panel divide and
+ * across restarts. Defaults to "Inbox" (the folder Studio Assets auto-creates).
+ */
+
+const KEY = 'gpm_dl_last_folder'
+const DEFAULT_FOLDER = 'Inbox'
+
+export function getStudioAssetsTarget(): string {
+  try {
+    return localStorage.getItem(KEY) || DEFAULT_FOLDER
+  } catch {
+    return DEFAULT_FOLDER
+  }
+}
+
+export function setStudioAssetsTarget(folder: string): void {
+  try {
+    if (folder) localStorage.setItem(KEY, folder)
+  } catch {
+    // localStorage unavailable — quick-save just falls back to the default folder.
+  }
+}
diff --git a/frontend/lib/video-save-actions.ts b/frontend/lib/video-save-actions.ts
index be22e12c1..e1d448bc4 100644
--- a/frontend/lib/video-save-actions.ts
+++ b/frontend/lib/video-save-actions.ts
@@ -6,6 +6,7 @@
  */
 
 import { fileUrlToPath } from './file-url'
+import { getStudioAssetsTarget } from './studio-assets-target'
 
 function baseNameNoExt(p: string): string {
   const base = p.split(/[\\/]/).pop() ?? 'video'
@@ -105,6 +106,31 @@ export async function saveImageFile(pathOrUrl: string, suggestedName?: string):
   }
 }
 
+/**
+ * One-click quick-save: copy a video/image straight into the Studio Assets library's
+ * last-used folder — no native Save dialog. The panel sorts newest-first, so the file
+ * lands at the TOP of that folder. `pathOrUrl` may be a raw path or a file:// URL.
+ * (The right-click "Save video/image" menu still uses the dialog for a chosen location.)
+ */
+export async function saveToStudioAssets(pathOrUrl: string): Promise<void> {
+  const api = window.electronAPI
+  if (!api?.gpmLibAddFiles) {
+    flashToast('Save unavailable — please restart the app', true)
+    return
+  }
+  const srcPath = fileUrlToPath(pathOrUrl)
+  const folder = getStudioAssetsTarget()
+  try {
+    const res = await api.gpmLibAddFiles({ folder, srcPaths: [srcPath] })
+    flashToast(
+      res?.success ? `Saved to Studio Assets · ${folder}` : (res?.error || 'Could not save'),
+      !res?.success,
+    )
+  } catch {
+    flashToast('Could not save to Studio Assets', true)
+  }
+}
+
 /**
  * Save the frame currently shown in `videoEl` as an image at a user-chosen path.
  * Uses ffmpeg (frame-accurate) in the main process rather than a canvas grab,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 7fc9ce30d..e71ef7249 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -91,6 +91,7 @@ import {
 import { lastFrameFromDuration, retimeKeyframesForSettings, type DraggedFrame } from '../lib/keyframe-timeline'
 import { useVideoSaveMenu } from '../components/useVideoSaveMenu'
 import { useImageSaveMenu } from '../components/useImageSaveMenu'
+import { saveToStudioAssets } from '../lib/video-save-actions'
 
 // Sentinel binFilter value meaning "show every asset" (vs. a real binId, or
 // null for the default untagged-only view).
@@ -183,10 +184,9 @@ function AssetCard({
 
   const handleDownload = (e: React.MouseEvent) => {
     e.stopPropagation()
-    const a = document.createElement('a')
-    a.href = pathToFileUrl(asset.path)
-    a.download = asset.path.split('/').pop() || `${asset.type}-${asset.id}`
-    a.click()
+    // Quick-save into the last-used Studio Assets folder (no native Save dialog).
+    // Right-click the enlarged asset for the "Save…" menu to choose a location instead.
+    void saveToStudioAssets(asset.path)
   }
 
   // "Lightweight" post-to-X: no API keys/OAuth — opens X's compose page with

From 11563fb56f2924058b95cbef68e361c0f60ba520 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 22:15:27 -0400
Subject: [PATCH 078/117] GPM: drop Create-gallery images straight into Images
 folders and Shot Setup slots
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The Images-tab folders and Shot Setup slots already accepted the Studio Assets
FILE_DND type; now they also accept the Create gallery's native 'asset' drag type,
so a generated image can be dragged directly from the work-area canvas into a
reference-image folder or onto a slot — no Studio Assets round-trip.

- onLibFileDrop (Images folders + root) reads the dropped asset off disk, adds it to
  the library, and drops it at the top of the folder.
- onSlotDrop gains a matching 'asset' branch (read -> add to library -> bind to slot).
- Both drag-over guards allow 'asset' so the drop is accepted.

tsc clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 34 ++++++++++++++++----
 1 file changed, 28 insertions(+), 6 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 4d9c396d6..6f54372ba 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -667,6 +667,21 @@ function WorkflowPanel({
         const img: GpmImage = { id: gpmId(), name: f.name, folderId: null, dataUrl: r.dataUrl, addedAt: Date.now(), isVideo: f.isVideo }
         void putImage(img).then(() => { setLibrary((prev) => [img, ...prev]); bindImage(slotId, img) })
       })
+      return
+    }
+    // An image dragged straight from the Create gallery (work-area canvas): read it off
+    // disk, add it to the library, then bind it to the slot — same as the Downloads path.
+    const assetRaw = e.dataTransfer.getData('asset')
+    if (assetRaw) {
+      const a = JSON.parse(assetRaw) as { path: string; type?: string }
+      const api = window.electronAPI
+      if (!api) return
+      const name = a.path.split(/[\\/]/).pop() || 'image'
+      void api.gpmLibReadAsDataUrl({ path: a.path }).then((r) => {
+        if (!r.success) return
+        const img: GpmImage = { id: gpmId(), name, folderId: null, dataUrl: r.dataUrl, addedAt: Date.now(), isVideo: a.type === 'video' }
+        void putImage(img).then(() => { setLibrary((prev) => [img, ...prev]); bindImage(slotId, img) })
+      })
     }
   }
 
@@ -727,7 +742,7 @@ function WorkflowPanel({
             <div key={s.id} className="rounded-lg p-2 flex gap-2 items-center" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
               <div
                 className="relative w-28 shrink-0"
-                onDragOver={(e) => { if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+                onDragOver={(e) => { if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault() }}
                 onDrop={(e) => onSlotDrop(e, s.id)}
               >
                 <button
@@ -1310,9 +1325,16 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
   }
   const onLibFileDrop = (e: React.DragEvent, folderId: string | null) => {
     const raw = e.dataTransfer.getData(FILE_DND)
-    if (!raw) return
-    e.preventDefault()
-    void addFromLibFile(JSON.parse(raw) as LibFile, folderId)
+    if (raw) { e.preventDefault(); void addFromLibFile(JSON.parse(raw) as LibFile, folderId); return }
+    // Also accept an image dragged straight from the Create gallery (work-area canvas),
+    // so it lands directly in an Images folder instead of via the Studio Assets round-trip.
+    const assetRaw = e.dataTransfer.getData('asset')
+    if (assetRaw) {
+      e.preventDefault()
+      const a = JSON.parse(assetRaw) as { path: string; type?: string }
+      const name = a.path.split(/[\\/]/).pop() || 'image'
+      void addFromLibFile({ folder: '', name, path: a.path, isVideo: a.type === 'video', isAudio: false, mtimeMs: 0 }, folderId)
+    }
   }
 
   const renderGrid = (items: GpmImage[]) => (
@@ -1362,7 +1384,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
         return (
           <div
             key={f.id}
-            onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+            onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault() }}
             onDrop={(e) => onLibFileDrop(e, f.id)}
           >
           <Section
@@ -1407,7 +1429,7 @@ function ImagesPanel({ ctl, onCopy, onUse, flash }: { ctl: SectionCtl; onCopy: (
       })}
       {unassigned.length > 0 && (
         <div
-          onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND)) e.preventDefault() }}
+          onDragOver={(e) => { if (e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault() }}
           onDrop={(e) => onLibFileDrop(e, null)}
         >
           <Section id="if-unassigned" ctl={ctl} title={`Unassigned (${unassigned.length})`}>

From 1f80b976bcf50419cda4af4014cefee1388889d5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 22:32:14 -0400
Subject: [PATCH 079/117] GPM drops: Shot Setup + Plates accept Create-gallery
 images; Plates highlight + auto-open
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Shot Setup (ShotPanel) source-image drop zone now accepts the Create gallery's
  'asset' drag and Studio Assets FILE_DND (was GPM-library images / OS files only).
  (Fixes the mislabeled earlier commit, which wired the Workflow tab, not Shot Setup.)
- Plates (PlatesPanel) now accepts drops from every source — Create gallery ('asset'),
  Studio Assets (FILE_DND), Images tab (GPM_IMAGE_DND_TYPE) and OS files — reading
  file-based sources off disk into a data URL, same as the Images-tab drop.
- Plates drop zone is more prominent (taller, 2px dashed, brighter text) and lights
  up blue with a tint + "Release to save as a panorama" while dragging over it.
- A dropped/imported panorama now opens in the 3D viewer automatically (addOne returns
  the new id; every add path calls openScene) so users aren't left hunting for it.

tsc clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 65 ++++++++++++++++----
 1 file changed, 53 insertions(+), 12 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 6f54372ba..b6c9a354e 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -419,6 +419,21 @@ function ShotPanel({
     e.preventDefault()
     const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
     if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; setSrcImage(d); return }
+    // A Studio Assets file (FILE_DND) or an image dragged from the Create gallery ('asset'):
+    // read it off disk into a data URL and use it as the shot's source frame.
+    const fileRaw = e.dataTransfer.getData(FILE_DND)
+    const p = fileRaw
+      ? (JSON.parse(fileRaw) as LibFile).path
+      : e.dataTransfer.getData('asset')
+        ? (JSON.parse(e.dataTransfer.getData('asset')) as { path: string }).path
+        : null
+    if (p) {
+      const api = window.electronAPI
+      if (!api) return
+      const name = p.split(/[\\/]/).pop() || 'image'
+      void api.gpmLibReadAsDataUrl({ path: p }).then((r) => { if (r.success) setSrcImage({ name, dataUrl: r.dataUrl }) })
+      return
+    }
     const file = e.dataTransfer.files?.[0]
     if (file && file.type.startsWith('image/')) readFile(file)
   }
@@ -992,6 +1007,7 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
   sceneAimRef: React.MutableRefObject<{ yaw: number; pitch: number }>
 }) {
   const [panos, setPanos] = useState<GpmPanorama[]>([])
+  const [dragActive, setDragActive] = useState(false)
   const openScene = (id: string) => { if (id !== activeId) sceneAimRef.current = { yaw: 0, pitch: 0 }; setActiveId(id) }
   const fileRef = useRef<HTMLInputElement | null>(null)
   const reload = () => { void loadPanoramas().then(setPanos) }
@@ -1000,21 +1016,42 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
   const readDataUrl = (file: File) => new Promise<string>((res, rej) => {
     const r = new FileReader(); r.onload = () => res(String(r.result)); r.onerror = () => rej(r.error); r.readAsDataURL(file)
   })
-  const addOne = async (name: string, dataUrl: string): Promise<boolean> => {
+  // Returns the new panorama's id (or null if the cap was hit), so a drop can open
+  // it in the 3D viewer immediately instead of leaving the user to hunt for it.
+  const addOne = async (name: string, dataUrl: string): Promise<string | null> => {
     const existing = await loadPanoramas()
-    if (existing.length >= MAX_PANORAMAS) { flash(`Max ${MAX_PANORAMAS} panoramas reached`); return false }
-    await putPanorama({ id: gpmId(), name, dataUrl, addedAt: Date.now() })
-    return true
+    if (existing.length >= MAX_PANORAMAS) { flash(`Max ${MAX_PANORAMAS} panoramas reached`); return null }
+    const id = gpmId()
+    await putPanorama({ id, name, dataUrl, addedAt: Date.now() })
+    return id
   }
   const addFiles = async (files: File[]) => {
     let n = 0
-    for (const f of files) { if (!f.type.startsWith('image/')) continue; if (await addOne(f.name, await readDataUrl(f))) n++; else break }
-    if (n) { reload(); flash(`Added ${n} panorama${n !== 1 ? 's' : ''}`) }
+    let lastId: string | null = null
+    for (const f of files) { if (!f.type.startsWith('image/')) continue; const id = await addOne(f.name, await readDataUrl(f)); if (id) { lastId = id; n++ } else break }
+    if (n) { reload(); flash(`Added ${n} panorama${n !== 1 ? 's' : ''}`); if (lastId) openScene(lastId) }
   }
   const onDrop = (e: React.DragEvent) => {
-    e.preventDefault()
+    e.preventDefault(); setDragActive(false)
     const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
-    if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; void addOne(d.name, d.dataUrl).then((ok) => { if (ok) { reload(); flash('Panorama saved') } }); return }
+    if (gpm) { const d = JSON.parse(gpm) as { name: string; dataUrl: string }; void addOne(d.name, d.dataUrl).then((id) => { if (id) { reload(); flash('Panorama saved'); openScene(id) } }); return }
+    // A Studio Assets file (FILE_DND) or an image dragged from the Create gallery ('asset'):
+    // read it off disk and save it as a panorama, same as the Images-tab drop.
+    const fileRaw = e.dataTransfer.getData(FILE_DND)
+    const p = fileRaw
+      ? (JSON.parse(fileRaw) as LibFile).path
+      : e.dataTransfer.getData('asset')
+        ? (JSON.parse(e.dataTransfer.getData('asset')) as { path: string }).path
+        : null
+    if (p) {
+      const api = window.electronAPI
+      if (!api) return
+      const name = p.split(/[\\/]/).pop() || 'panorama'
+      void api.gpmLibReadAsDataUrl({ path: p }).then((r) => {
+        if (r.success) void addOne(name, r.dataUrl).then((id) => { if (id) { reload(); flash('Panorama saved'); openScene(id) } })
+      })
+      return
+    }
     void addFiles(Array.from(e.dataTransfer.files ?? []))
   }
   const remove = (id: string) => { if (id === activeId) setActiveId(null); void deletePanorama(id).then(reload) }
@@ -1037,7 +1074,7 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
 
       {active && <SceneViewer key={active.id} pano={active} onClose={() => setActiveId(null)} onPlate={onPlate} lens={sceneLens} setLens={setSceneLens} aimRef={sceneAimRef} />}
 
-      <div onDragOver={(e) => e.preventDefault()} onDrop={onDrop}>
+      <div onDragOver={(e) => { e.preventDefault(); if (!dragActive) setDragActive(true) }} onDragLeave={() => setDragActive(false)} onDrop={onDrop}>
         <div className="flex items-center justify-between mb-2">
           <Label>Panoramas</Label>
           <span className="text-[10px] tabular-nums" style={{ color: C.faint }}>{panos.length}/{MAX_PANORAMAS}</span>
@@ -1046,10 +1083,14 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
           <Upload size={13} />Import Panorama
         </button>
         <div
-          className="rounded-md py-4 px-3 text-center text-[11px] mb-3"
-          style={{ border: `1px dashed ${C.borderLt}`, color: C.faint }}
+          className="rounded-md py-6 px-3 text-center text-xs font-medium mb-3 transition-colors"
+          style={{
+            border: `2px dashed ${dragActive ? C.blue : C.borderLt}`,
+            background: dragActive ? 'rgba(31,143,255,0.14)' : 'transparent',
+            color: dragActive ? C.blue : C.muted,
+          }}
         >
-          Drop an image here (or from the Images tab) to save as a panorama
+          {dragActive ? 'Release to save as a panorama' : 'Drop an image here — from the Create gallery, Studio Assets, or the Images tab — to save as a panorama'}
         </div>
 
         {panos.length === 0

From c12089685068e237acdcb9591d9f98c3f9f3dd58 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 22:56:25 -0400
Subject: [PATCH 080/117] Rebrand: LTX Desktop -> RiX Desktop Studio Pro
 (Michael Ricks fork)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

App identity rebranded off Lightricks so the fork can ship to testers without
colliding with the official app or its trademark/signing. LTX *model* references
(LTX 2.5, LTX API, model-provider icon) and the NOTICES/LICENSE attribution are
kept — those correctly credit the Lightricks LTX-2 models the app is licensed on.

- electron-builder.yml: appId com.michaelricks.rix-desktop-studio-pro, productName
  "RiX Desktop Studio Pro", copyright Michael Ricks; removed the Lightricks Azure
  code-signing (unsigned for the tester phase); publish -> MichaelRicks/LTX-Desktop-Mike.
- package.json: name/productName/description/author/homepage -> RiX / the fork.
  (version stays 1.2.7 so the first-run Python bootstrap still resolves against the
  upstream-hosted torch env until we host our own.)
- In-app: window title + all visible "LTX Desktop Studio Pro" -> "RiX Desktop Studio
  Pro", copyright -> Michael Ricks (Home, Settings/About, first-run, Python setup,
  menus, keyboard-shortcuts description, index.html).
- Header logo: new RixLogo ("RiX" wordmark, custom i-mark) replaces the Ltx wordmark
  in Home + Project; LtxLogo removed.
- App icon: regenerated icon.ico/.png/.icns as a blue-gradient rounded square with
  the white RiX wordmark.
- License-acceptance flow kept (it fetches + accepts the LTX-2 model license, which
  is required); only the surrounding branding changed.

tsc clean.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron-builder.yml                          |  17 +++++-----
 frontend/App.tsx                              |   2 +-
 frontend/components/FirstRunSetup.tsx         |   2 +-
 frontend/components/LtxLogo.tsx               |  18 -----------
 frontend/components/PythonSetup.tsx           |   4 +--
 frontend/components/RixLogo.tsx               |  30 ++++++++++++++++++
 frontend/components/SettingsModal.tsx         |   6 ++--
 frontend/lib/keyboard-shortcuts.ts            |   2 +-
 frontend/views/Home.tsx                       |   6 ++--
 frontend/views/Project.tsx                    |   4 +--
 frontend/views/editor/buildMenuDefinitions.ts |   2 +-
 index.html                                    |   2 +-
 package.json                                  |  10 +++---
 resources/icon.icns                           | Bin 88157 -> 137822 bytes
 resources/icon.ico                            | Bin 12093 -> 36547 bytes
 resources/icon.png                            | Bin 21050 -> 41473 bytes
 resources/installer.nsh                       |   2 +-
 17 files changed, 59 insertions(+), 48 deletions(-)
 delete mode 100644 frontend/components/LtxLogo.tsx
 create mode 100644 frontend/components/RixLogo.tsx

diff --git a/electron-builder.yml b/electron-builder.yml
index 17b983ae6..c6bfa5fa6 100644
--- a/electron-builder.yml
+++ b/electron-builder.yml
@@ -1,6 +1,6 @@
-appId: com.lightricks.ltx-desktop
-productName: LTX Desktop
-copyright: Copyright © 2026 Lightricks
+appId: com.michaelricks.rix-desktop-studio-pro
+productName: RiX Desktop Studio Pro
+copyright: Copyright © 2026 Michael Ricks
 
 directories:
   output: release
@@ -47,12 +47,9 @@ win:
         - x64
   icon: resources/icon.ico
   artifactName: ${productName}-Setup.${ext}
-  azureSignOptions:
-    publisherName: Lightricks US Inc
-    endpoint: https://eus.codesigning.azure.net/
-    certificateProfileName: ltx-desktop-trusted
-    codeSigningAccountName: ltx-trusted
-    excludeEnvironmentCredential: true
+  # Unsigned for the tester phase — Windows SmartScreen will warn ("More info ->
+  # Run anyway"). Re-add signing (own cert / Azure Trusted Signing) before a wider
+  # release. The Lightricks Azure cert config was removed here.
 
 nsis:
   oneClick: false
@@ -131,5 +128,7 @@ deb:
 
 publish:
   provider: github
+  owner: MichaelRicks
+  repo: LTX-Desktop-Mike
   owner: Lightricks
   repo: ltx-desktop
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 1981510bf..1c03db96c 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -534,7 +534,7 @@ function AppContent() {
         <div className="h-screen bg-background flex items-center justify-center">
           <div className="text-center">
             <Loader2 className="h-12 w-12 text-primary animate-spin mx-auto mb-4" />
-            <h2 className="text-xl font-semibold text-foreground mb-2">Starting LTX Desktop Studio Pro...</h2>
+            <h2 className="text-xl font-semibold text-foreground mb-2">Starting RiX Desktop Studio Pro...</h2>
             <p className="text-muted-foreground">Initializing the inference engine</p>
           </div>
         </div>
diff --git a/frontend/components/FirstRunSetup.tsx b/frontend/components/FirstRunSetup.tsx
index a0c345dac..8254f4d89 100644
--- a/frontend/components/FirstRunSetup.tsx
+++ b/frontend/components/FirstRunSetup.tsx
@@ -1171,7 +1171,7 @@ export function LaunchGate({
           justifyContent: 'space-between',
           alignItems: 'center'
         }}>
-          <div style={{ fontSize: 11, color: '#666' }}>© 2026 Lightricks</div>
+          <div style={{ fontSize: 11, color: '#666' }}>© 2026 Michael Ricks</div>
 
           <div style={{ display: 'flex', gap: 10 }}>
             {/* Next/Install/Finish Button */}
diff --git a/frontend/components/LtxLogo.tsx b/frontend/components/LtxLogo.tsx
deleted file mode 100644
index 904164144..000000000
--- a/frontend/components/LtxLogo.tsx
+++ /dev/null
@@ -1,18 +0,0 @@
-interface LtxLogoProps {
-  className?: string
-}
-
-export function LtxLogo({ className = "h-6" }: LtxLogoProps) {
-  return (
-    <svg 
-      className={className}
-      viewBox="0 0 75 32" 
-      xmlns="http://www.w3.org/2000/svg" 
-      fill="none"
-    >
-      <path d="M0 30.0087V7.50057C0 7.09765 0.154254 6.69973 0.460162 6.43869C0.708822 6.22729 0.987356 6.12029 1.29316 6.12029H8.2339C8.63671 6.12029 9.03463 6.26205 9.31316 6.55308C9.53944 6.79174 9.65133 7.07777 9.65133 7.41345V23.198C9.65133 23.6108 9.98462 23.944 10.3974 23.944H21.4638C21.8666 23.944 22.267 24.0858 22.5431 24.3767C22.7668 24.6155 22.8812 24.9015 22.8812 25.2372V30.5856C22.8812 31.0457 22.6823 31.4982 22.3018 31.7569C22.078 31.9086 21.8244 31.9832 21.5383 31.9832L1.99199 31.9956C0.890348 31.9981 0 31.1078 0 30.0087Z" fill="currentColor"/>
-      <path d="M36.5888 31.9926C34.4062 31.9876 32.492 31.6543 30.8413 30.9878C29.1906 30.3214 27.9104 29.2346 26.9981 27.7227C26.0856 26.2132 25.6333 24.2137 25.6382 21.7269L25.6532 13.7194L21.7016 13.7119C21.3486 13.7119 21.0528 13.5876 20.8116 13.3365C20.5705 13.0853 20.4512 12.7819 20.4537 12.4164L20.4636 7.39299C20.4636 7.02744 20.5854 6.72154 20.8265 6.47288C21.0677 6.22422 21.3635 6.09983 21.7165 6.10233L25.6681 6.10983L25.6779 1.29066C25.6779 0.925114 25.7998 0.619208 26.041 0.370548C26.2821 0.121887 26.5779 0 26.9309 0L33.9065 0.0124913C34.2595 0.0124913 34.5554 0.136772 34.7965 0.387931C35.0376 0.639089 35.1569 0.944995 35.1545 1.30805L35.1445 6.12721L41.2078 6.13959C41.5608 6.13959 41.8566 6.26398 42.0977 6.51514C42.3389 6.76629 42.4582 7.0722 42.4557 7.43525L42.4458 12.4586C42.4458 12.8242 42.3239 13.1301 42.0829 13.3787C41.8417 13.6274 41.5434 13.7518 41.1928 13.7493L35.1296 13.7368L35.1171 20.8988C35.1171 21.8613 35.3061 22.6148 35.6914 23.1618C36.0767 23.7089 36.6833 23.985 37.5186 23.985L41.5608 23.9925C41.9138 23.9925 42.2096 24.1168 42.4507 24.368C42.6919 24.6192 42.8113 24.9251 42.8088 25.2881L42.7988 30.7093C42.7988 31.075 42.677 31.3808 42.4358 31.6294C42.1947 31.8782 41.8963 32.0025 41.5459 32L36.5913 31.9901L36.5888 31.9926Z" fill="currentColor"/>
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-    </svg>
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-}
diff --git a/frontend/components/PythonSetup.tsx b/frontend/components/PythonSetup.tsx
index 66ea49110..ca06ee0d2 100644
--- a/frontend/components/PythonSetup.tsx
+++ b/frontend/components/PythonSetup.tsx
@@ -107,7 +107,7 @@ export function PythonSetup({ onReady }: PythonSetupProps) {
         // @ts-expect-error - Electron-specific CSS property
         WebkitAppRegion: 'drag'
       }}>
-        <span style={{ fontSize: 13, color: '#a0a0a0' }}>LTX Desktop Studio Pro</span>
+        <span style={{ fontSize: 13, color: '#a0a0a0' }}>RiX Desktop Studio Pro</span>
       </div>
 
       {/* Main Container */}
@@ -292,7 +292,7 @@ export function PythonSetup({ onReady }: PythonSetupProps) {
           justifyContent: 'space-between',
           alignItems: 'center'
         }}>
-          <div style={{ fontSize: 11, color: '#666' }}>&copy; 2026 Lightricks</div>
+          <div style={{ fontSize: 11, color: '#666' }}>&copy; 2026 Michael Ricks</div>
         </div>
       </div>
     </div>
diff --git a/frontend/components/RixLogo.tsx b/frontend/components/RixLogo.tsx
new file mode 100644
index 000000000..42cf17140
--- /dev/null
+++ b/frontend/components/RixLogo.tsx
@@ -0,0 +1,30 @@
+interface RixLogoProps {
+  className?: string
+}
+
+/**
+ * "RiX" app wordmark (RiX Desktop Studio Pro). The R and X are width-locked text
+ * (textLength) so it renders identically across fonts, and the lowercase "i" is a
+ * custom mark — a rounded stem with a dot — to give it a bit of identity. Single
+ * color via currentColor, so it inherits the caller's text color (e.g. text-white)
+ * and scales to the caller's height (h-5 w-auto). Swap for a richer asset later.
+ */
+export function RixLogo({ className = 'h-6' }: RixLogoProps) {
+  const font = "'Segoe UI', system-ui, -apple-system, sans-serif"
+  return (
+    <svg
+      className={className}
+      viewBox="0 0 62 32"
+      xmlns="http://www.w3.org/2000/svg"
+      role="img"
+      aria-label="RiX"
+      fill="none"
+    >
+      <text x="0" y="26" textLength="22" lengthAdjust="spacingAndGlyphs" fontFamily={font} fontWeight="800" fontSize="30" fill="currentColor">R</text>
+      {/* custom lowercase "i": stem + dot */}
+      <rect x="27" y="11" width="6" height="15" rx="3" fill="currentColor" />
+      <circle cx="30" cy="6" r="3.4" fill="currentColor" />
+      <text x="38" y="26" textLength="22" lengthAdjust="spacingAndGlyphs" fontFamily={font} fontWeight="800" fontSize="30" fill="currentColor">X</text>
+    </svg>
+  )
+}
diff --git a/frontend/components/SettingsModal.tsx b/frontend/components/SettingsModal.tsx
index 866f6225f..81320dab6 100644
--- a/frontend/components/SettingsModal.tsx
+++ b/frontend/components/SettingsModal.tsx
@@ -1112,7 +1112,7 @@ export function SettingsModal({ isOpen, onClose, initialTab, initialReason, upda
                       </label>
                     </div>
                     <p className="text-xs text-zinc-500 leading-relaxed">
-                      Share anonymous usage data to help improve LTX Desktop.
+                      Share anonymous usage data to help improve RiX Desktop Studio Pro.
                       Only basic technical information is collected — never personal data or generated content.
                     </p>
                   </div>
@@ -1568,7 +1568,7 @@ export function SettingsModal({ isOpen, onClose, initialTab, initialReason, upda
                 <div className="space-y-6">
                   {/* App Identity */}
                   <div className="text-center space-y-2">
-                    <h3 className="text-lg font-bold text-white">LTX Desktop Studio Pro</h3>
+                    <h3 className="text-lg font-bold text-white">RiX Desktop Studio Pro</h3>
                     <p className="text-sm text-zinc-400">Version {appVersion || '...'}</p>
                     <p className="text-xs text-zinc-500">AI-Powered Video Editor</p>
                   </div>
@@ -1702,7 +1702,7 @@ export function SettingsModal({ isOpen, onClose, initialTab, initialReason, upda
 
                   {/* Copyright */}
                   <p className="text-center text-xs text-zinc-600">
-                    Copyright © 2026 Lightricks
+                    Copyright © 2026 Michael Ricks
                   </p>
                 </div>
               )}
diff --git a/frontend/lib/keyboard-shortcuts.ts b/frontend/lib/keyboard-shortcuts.ts
index 47e114fae..777ef2ab3 100644
--- a/frontend/lib/keyboard-shortcuts.ts
+++ b/frontend/lib/keyboard-shortcuts.ts
@@ -363,7 +363,7 @@ export const BUILT_IN_PRESETS: KeyboardPreset[] = [
   {
     id: 'ltx-default',
     name: 'LTX Default',
-    description: 'Default keyboard layout for LTX Desktop',
+    description: 'Default keyboard layout for RiX Desktop Studio Pro',
     layout: LTX_DEFAULT_LAYOUT,
     builtIn: true,
   },
diff --git a/frontend/views/Home.tsx b/frontend/views/Home.tsx
index 323f2b59e..0b472b166 100644
--- a/frontend/views/Home.tsx
+++ b/frontend/views/Home.tsx
@@ -2,7 +2,7 @@ import { useEffect, useMemo, useRef, useState, type ChangeEvent } from 'react'
 import { Plus, Folder, MoreVertical, Trash2, Pencil, Upload, Copy } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
-import { LtxLogo } from '../components/LtxLogo'
+import { RixLogo } from '../components/RixLogo'
 import { Button } from '../components/ui/button'
 import { pathToFileUrl } from '../lib/file-url'
 import type { Project } from '../types/project-model'
@@ -229,7 +229,7 @@ export function Home() {
       {/* Sidebar */}
       <aside className="w-64 border-r border-zinc-800 flex flex-col">
         <div className="p-6">
-          <LtxLogo className="h-6 w-auto text-white" />
+          <RixLogo className="h-6 w-auto text-white" />
         </div>
         
         <nav className="flex-1 px-3">
@@ -293,7 +293,7 @@ export function Home() {
           {/* Dark overlay for text readability */}
           <div className="absolute inset-0 bg-gradient-to-t from-black/70 via-black/30 to-black/10" />
           <div className="absolute bottom-6 left-8 z-10">
-            <h1 className="text-3xl font-bold text-white mb-2 drop-shadow-lg">LTX Desktop Studio Pro</h1>
+            <h1 className="text-3xl font-bold text-white mb-2 drop-shadow-lg">RiX Desktop Studio Pro</h1>
             <p className="text-zinc-200 drop-shadow-md">Create and manage your video projects</p>
           </div>
         </div>
diff --git a/frontend/views/Project.tsx b/frontend/views/Project.tsx
index d7b352e69..553e67d84 100644
--- a/frontend/views/Project.tsx
+++ b/frontend/views/Project.tsx
@@ -2,7 +2,7 @@ import { useCallback, useEffect, useState } from 'react'
 import { ArrowLeft, Sparkles, Film, Save, Download, Pencil } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import { useView } from '../contexts/ViewContext'
-import { LtxLogo } from '../components/LtxLogo'
+import { RixLogo } from '../components/RixLogo'
 import { Button } from '../components/ui/button'
 import { GenSpace } from './GenSpace'
 import { VideoEditor } from './VideoEditor'
@@ -214,7 +214,7 @@ export function Project() {
             <ArrowLeft className="h-5 w-5 text-zinc-400" />
           </button>
           
-          <LtxLogo className="h-5 w-auto text-white" />
+          <RixLogo className="h-5 w-auto text-white" />
 
           {/* Project name */}
           {isEditingName ? (
diff --git a/frontend/views/editor/buildMenuDefinitions.ts b/frontend/views/editor/buildMenuDefinitions.ts
index c85711d0d..ae9b0fb2c 100644
--- a/frontend/views/editor/buildMenuDefinitions.ts
+++ b/frontend/views/editor/buildMenuDefinitions.ts
@@ -242,7 +242,7 @@ export function useBuildMenuDefinitions(p: MenuDepsParams): MenuDefinition[] {
       label: 'Help',
       items: [
         { id: 'shortcuts', label: 'Keyboard Shortcuts...', action: () => p.setKbEditorOpen(true) },
-        { id: 'about', label: 'About LTX Desktop', action: () => window.dispatchEvent(new CustomEvent('open-settings', { detail: { tab: 'about' } })) },
+        { id: 'about', label: 'About RiX Desktop Studio Pro', action: () => window.dispatchEvent(new CustomEvent('open-settings', { detail: { tab: 'about' } })) },
       ],
     },
   ]), [
diff --git a/index.html b/index.html
index 345fcc87b..53df10656 100644
--- a/index.html
+++ b/index.html
@@ -7,7 +7,7 @@
     <link rel="preconnect" href="https://fonts.googleapis.com">
     <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
     <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
-    <title>LTX Desktop Studio Pro</title>
+    <title>RiX Desktop Studio Pro</title>
   </head>
   <body class="bg-background text-foreground">
     <div id="root"></div>
diff --git a/package.json b/package.json
index c9c7f5569..e214a4319 100644
--- a/package.json
+++ b/package.json
@@ -1,14 +1,14 @@
 {
-  "name": "ltx-desktop",
+  "name": "rix-desktop-studio-pro",
+  "productName": "RiX Desktop Studio Pro",
   "version": "1.2.7",
-  "description": "LTX-2 Video Generation - Desktop App",
+  "description": "RiX Desktop Studio Pro — AI video studio built on LTX-2",
   "type": "module",
   "main": "dist-electron/main.js",
   "author": {
-    "name": "Lightricks",
-    "email": "ltx-desktop-dev@lightricks.com"
+    "name": "Michael Ricks"
   },
-  "homepage": "https://github.com/Lightricks/LTX-Desktop",
+  "homepage": "https://github.com/MichaelRicks/LTX-Desktop-Mike",
   "license": "Apache-2.0",
   "private": true,
   "packageManager": "pnpm@10.30.3",
diff --git a/resources/icon.icns b/resources/icon.icns
index 7b3f578ebad0556adb984bcf6daa99b3e210e2aa..78e2d9ac0b6c87aa0bb86efecde94779d48e6b74 100644
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diff --git a/resources/installer.nsh b/resources/installer.nsh
index 6421ad7d1..c59258b56 100644
--- a/resources/installer.nsh
+++ b/resources/installer.nsh
@@ -1,4 +1,4 @@
-; Custom NSIS include for LTX Desktop installer
+; Custom NSIS include for RiX Desktop Studio Pro installer
 ; Installs the VC++ 2015-2022 Redistributable (x64) required by PyTorch/CUDA
 
 !macro customInstall

From a4c5395c4cb36d351e26669a85344ae7de2405c7 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 23:05:24 -0400
Subject: [PATCH 081/117] Python hosting: repoint first-run env download to the
 fork + add packaging tooling
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The client-side downloader (electron/python-setup.ts) was inherited but the python-embed
packaging pipeline (Lightricks' private CI) was not — and the fork's Python deps differ
(fork diffusers rev + bitsandbytes for Krea2/Z-Image), so pulling upstream's env is wrong.

- python-setup.ts: primary download base -> github.com/MichaelRicks/LTX-Desktop-Mike
  releases (both the first-run and pre-download-for-update paths).
- scripts/build-python-release.ps1 (new): turns a built python-embed/ into the release
  assets the client expects — python-deps-hash.txt, python-embed-win32.manifest.json,
  and <2GB python-embed-win32.tar.gz.partNN — computing the deps hash as sha256 of the
  frozen `uv export`.
- local-build.ps1: writes python-deps-hash.txt during the app build (same computation),
  so the bundled hash always matches the hosted archive's hash. (Previously nothing
  generated it — a fork build would have bundled a missing hash.)

Note: the CDN fallback still points at Lightricks' GCS bucket; it's inert for the fork
(the fork's hash isn't there) and only ever tried if the GitHub primary fails.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/python-setup.ts         |  4 +-
 scripts/build-python-release.ps1 | 96 ++++++++++++++++++++++++++++++++
 scripts/local-build.ps1          | 17 ++++++
 3 files changed, 115 insertions(+), 2 deletions(-)
 create mode 100644 scripts/build-python-release.ps1

diff --git a/electron/python-setup.ts b/electron/python-setup.ts
index 5bfc65efd..0c6107e2e 100644
--- a/electron/python-setup.ts
+++ b/electron/python-setup.ts
@@ -133,7 +133,7 @@ export async function preDownloadPythonForUpdate(
   }
 
   const baseUrl = (isDev && process.env.LTX_PYTHON_URL?.replace(/^["']+|["']+$/g, ''))
-    || `https://github.com/Lightricks/ltx-desktop/releases/download/v${newVersion}`
+    || `https://github.com/MichaelRicks/LTX-Desktop-Mike/releases/download/v${newVersion}`
 
   // Fetch the new version's deps hash
   const newHash = await fetchRemoteDepsHash(baseUrl, 'python-next-hash-check.txt')
@@ -242,7 +242,7 @@ function getArchiveBase(): string {
     return process.env.LTX_PYTHON_URL.replace(/^["']+|["']+$/g, '')
   }
   const version = app.getVersion()
-  return `https://github.com/Lightricks/ltx-desktop/releases/download/v${version}`
+  return `https://github.com/MichaelRicks/LTX-Desktop-Mike/releases/download/v${version}`
 }
 
 function getFallbackArchiveUrl(): string | null {
diff --git a/scripts/build-python-release.ps1 b/scripts/build-python-release.ps1
new file mode 100644
index 000000000..2811ae9d5
--- /dev/null
+++ b/scripts/build-python-release.ps1
@@ -0,0 +1,96 @@
+# build-python-release.ps1
+# Packages a built python-embed/ into the GitHub-release assets that the app's
+# first-run downloader (electron/python-setup.ts) expects:
+#   - python-deps-hash.txt              (deps fingerprint; the app bundles the SAME file
+#                                        and refuses a download whose hash doesn't match)
+#   - python-embed-win32.manifest.json  ({ parts:[{name,size}], totalSize })
+#   - python-embed-win32.tar.gz.partNN  (the tarball split into <2GB GitHub-safe parts)
+#
+# Workflow for a release:
+#   1) scripts\prepare-python.ps1              # builds python-embed/ (~5GB, downloads torch+cu128)
+#   2) scripts\build-python-release.ps1        # -> python-release/ assets + writes python-deps-hash.txt
+#   3) build the app (local-build) so it bundles the freshly written python-deps-hash.txt
+#   4) gh release create v<version> --repo MichaelRicks/LTX-Desktop-Mike (python-release\*)
+#
+# The hash is computed the SAME way for the bundled file and the release asset, so they
+# always agree — it does not need to match Lightricks' original algorithm.
+
+param(
+  [string]$PythonEmbedDir = "python-embed",
+  [string]$OutputDir = "python-release",
+  [long]$PartSizeBytes = 1900MB   # under GitHub's 2GB per-asset limit
+)
+
+$ErrorActionPreference = "Stop"
+$root  = Split-Path -Parent $PSScriptRoot
+$embed = Join-Path $root $PythonEmbedDir
+$out   = Join-Path $root $OutputDir
+$prefix = "python-embed-win32"
+
+if (-not (Test-Path $embed)) {
+  throw "python-embed not found at '$embed'. Run scripts\prepare-python.ps1 first."
+}
+if (Test-Path $out) { Remove-Item $out -Recurse -Force }
+New-Item -ItemType Directory -Force -Path $out | Out-Null
+
+# ── 1. deps hash: sha256 of the frozen dependency export (changes iff deps change) ──
+Write-Host "Computing deps hash..." -ForegroundColor Yellow
+Push-Location (Join-Path $root "backend")
+$export = & uv export --frozen --no-hashes --no-editable --no-emit-project
+Pop-Location
+if ($LASTEXITCODE -ne 0) { throw "uv export failed" }
+$bytes = [System.Text.Encoding]::UTF8.GetBytes(($export -join "`n"))
+$sha   = [System.Security.Cryptography.SHA256]::Create()
+$hash  = ([System.BitConverter]::ToString($sha.ComputeHash($bytes)) -replace '-','').ToLower()
+# Written at repo root for the app build (electron-builder copies it), and into the
+# release output so the downloader can verify a match before pulling the archive.
+Set-Content -Path (Join-Path $root "python-deps-hash.txt") -Value $hash -NoNewline -Encoding ascii
+Copy-Item   (Join-Path $root "python-deps-hash.txt") (Join-Path $out "python-deps-hash.txt")
+Write-Host "  deps hash: $hash" -ForegroundColor Green
+
+# ── 2. tar the embed dir (keep a top-level python-embed/ inside, as the extractor expects) ──
+Write-Host "Creating tarball (this can take a while for a ~5GB env)..." -ForegroundColor Yellow
+$tar = Join-Path $out "$prefix.tar.gz"
+Push-Location $root
+& tar -czf $tar $PythonEmbedDir
+Pop-Location
+if ($LASTEXITCODE -ne 0) { throw "tar failed" }
+Write-Host ("  tarball: {0:N0} MB" -f ((Get-Item $tar).Length / 1MB)) -ForegroundColor Green
+
+# ── 3. split into <2GB parts (streamed, so a 5GB file never loads into memory) ──
+Write-Host "Splitting into parts..." -ForegroundColor Yellow
+$parts = @()
+$fs = [System.IO.File]::OpenRead($tar)
+try {
+  $buf = New-Object byte[] (8MB)
+  $idx = 0
+  while ($fs.Position -lt $fs.Length) {
+    $partName = "{0}.tar.gz.part{1:D2}" -f $prefix, $idx
+    $partPath = Join-Path $out $partName
+    $pfs = [System.IO.File]::Create($partPath)
+    $written = 0L
+    try {
+      while ($written -lt $PartSizeBytes -and $fs.Position -lt $fs.Length) {
+        $toRead = [int][Math]::Min([long]$buf.Length, $PartSizeBytes - $written)
+        $read = $fs.Read($buf, 0, $toRead)
+        if ($read -le 0) { break }
+        $pfs.Write($buf, 0, $read)
+        $written += $read
+      }
+    } finally { $pfs.Dispose() }
+    $parts += [ordered]@{ name = $partName; size = $written }
+    Write-Host ("  {0}  ({1:N0} MB)" -f $partName, ($written / 1MB))
+    $idx++
+  }
+} finally { $fs.Dispose() }
+Remove-Item $tar -Force   # keep only the parts
+
+# ── 4. manifest ──
+$totalSize = ($parts | ForEach-Object { $_.size } | Measure-Object -Sum).Sum
+$manifest = [ordered]@{ parts = @($parts); totalSize = $totalSize }
+$manifest | ConvertTo-Json -Depth 5 | Set-Content -Path (Join-Path $out "$prefix.manifest.json") -Encoding ascii
+
+Write-Host "`nRelease assets ready in $out :" -ForegroundColor Cyan
+Get-ChildItem $out | Format-Table Name, @{ n = 'MB'; e = { [math]::Round($_.Length / 1MB) } } -AutoSize
+Write-Host "Next: build the app (so it bundles python-deps-hash.txt), then upload, e.g.:" -ForegroundColor Cyan
+Write-Host "  gh release create v1.2.7 --repo MichaelRicks/LTX-Desktop-Mike --title `"v1.2.7`" (Get-ChildItem `"$out`" | % FullName)"
diff --git a/scripts/local-build.ps1 b/scripts/local-build.ps1
index 8bc712de3..6d83ae621 100644
--- a/scripts/local-build.ps1
+++ b/scripts/local-build.ps1
@@ -78,6 +78,23 @@ if (-not (Test-Path $PythonEmbedDir)) {
     exit 1
 }
 
+# Write python-deps-hash.txt (bundled via electron-builder extraResources). The
+# first-run downloader compares this against the release's python-deps-hash.txt and
+# refuses a mismatched archive. Must be the SAME computation as build-python-release.ps1
+# so the bundled hash and the hosted archive's hash always agree.
+Write-Host "Writing python-deps-hash.txt..." -ForegroundColor Yellow
+Push-Location (Join-Path $ProjectDir "backend")
+$depsExport = & uv export --frozen --no-hashes --no-editable --no-emit-project
+Pop-Location
+if ($LASTEXITCODE -eq 0) {
+    $depsBytes = [System.Text.Encoding]::UTF8.GetBytes(($depsExport -join "`n"))
+    $depsHash = ([System.BitConverter]::ToString([System.Security.Cryptography.SHA256]::Create().ComputeHash($depsBytes)) -replace '-','').ToLower()
+    Set-Content -Path (Join-Path $ProjectDir "python-deps-hash.txt") -Value $depsHash -NoNewline -Encoding ascii
+    Write-Host "  deps hash: $depsHash" -ForegroundColor Green
+} else {
+    Write-Host "  WARNING: uv export failed; python-deps-hash.txt not updated" -ForegroundColor DarkYellow
+}
+
 # ============================================================
 # Step 2: Install pnpm dependencies
 # ============================================================

From 7d9f901b1d5fd157d3bd10453f6b73511593849b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 14 Sep 2026 23:19:46 -0400
Subject: [PATCH 082/117] UI: title-case panel tabs + size Studio Assets tab to
 match Prompt Manager

- Side tabs to title case: "ASSETS" -> "Studio Assets", "PROMPT MANAGER" ->
  "Prompt Manager", and the collapse tabs "CLOSE" -> "Close".
- Studio Assets open tab height 110 -> 160 to match the Prompt Manager tab, so the
  longer "Studio Assets" label isn't scrunched.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/DownloadsBrowser.tsx | 6 +++---
 frontend/components/gpm/PromptManagerPro.tsx | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index 94b1a0bc9..f7784d324 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -335,7 +335,7 @@ function Dock({ onClose }: { onClose: () => void }) {
         style={{ left: 340, width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronLeft size={16} />
-        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>CLOSE</span>
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>Close</span>
       </button>
 
       {moveTarget && (
@@ -369,9 +369,9 @@ export function DownloadsBrowser() {
   const open = useDownloadsBrowserOpen()
   if (!open) {
     return (
-      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Studio Assets" className="fixed top-1/2 -translate-y-1/2 left-0 flex flex-col items-center justify-center gap-1.5" style={{ width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
+      <button onClick={() => setDownloadsBrowserOpen(true)} title="Open Studio Assets" className="fixed top-1/2 -translate-y-1/2 left-0 flex flex-col items-center justify-center gap-1.5" style={{ width: 24, height: 160, background: C.blue, color: '#fff', borderRadius: '0 8px 8px 0', boxShadow: '3px 0 10px rgba(0,0,0,0.35)' }}>
         <ChevronLeft size={16} style={{ transform: 'rotate(180deg)' }} />
-        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>ASSETS</span>
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>Studio Assets</span>
       </button>
     )
   }
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index b6c9a354e..6adc0d26a 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1622,7 +1622,7 @@ function Dock({ onClose }: { onClose: () => void }) {
         style={{ width: 24, height: 110, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronRight size={16} />
-        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>CLOSE</span>
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>Close</span>
       </button>
 
       <div className="flex items-center justify-between px-4 py-3 shrink-0" style={{ borderBottom: `1px solid ${C.border}` }}>
@@ -1754,7 +1754,7 @@ export function PromptManagerPro() {
         style={{ width: 24, height: 160, background: C.blue, color: '#fff', borderRadius: '8px 0 0 8px', boxShadow: '-3px 0 10px rgba(0,0,0,0.35)' }}
       >
         <ChevronRight size={16} style={{ transform: 'rotate(180deg)' }} />
-        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>PROMPT MANAGER</span>
+        <span className="text-xs font-semibold tracking-wide" style={{ writingMode: 'vertical-rl', transform: 'rotate(180deg)' }}>Prompt Manager</span>
       </button>
     )
   }

From 9c8bf903f5561030a1e584a560c99388979f781e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 15 Sep 2026 12:25:11 -0400
Subject: [PATCH 083/117] Make GPM panels follow the app color palette

The Prompt Manager Pro / GPM panels each hardcoded their own identical `C`
color object and were deliberately excluded from the color-palette themes,
so the main UI would re-theme (Plum, Sandstone, etc.) but the panels stayed
on a fixed near-black.

Replace the three duplicated `C` objects with one shared, palette-aware
token module (gpm-theme.ts) that maps each GPM role onto the palette's own
scale (panel->zinc-950, card->zinc-900, border->zinc-800, text->zinc-100)
and follows --accent for active/selected states. Two flavors, same shape:
`C` (CSS-var strings) for inline styles that re-theme live for free, and
`useGpmColors()` (concrete resolved colors) for the Qwen Multi-Angle radar,
whose <canvas> and SVG attributes can't resolve var(). theme.ts gains a
subscribeTheme() notifier so that canvas redraws on palette change.

Also themes the media-preview lightbox and audio thumbnails, and unifies the
four rgba(31,143,255,a) azure highlights onto the accent. green/amber stay
semantic; Qwen's pink camera-dot stays a fixed hue.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/DownloadsBrowser.tsx  | 10 +-
 frontend/components/gpm/MediaThumb.tsx        |  4 +-
 frontend/components/gpm/PromptManagerPro.tsx  | 13 +--
 .../components/gpm/QwenMultiAnglePanel.tsx    | 17 ++--
 frontend/components/gpm/gpm-theme.ts          | 92 +++++++++++++++++++
 frontend/components/gpm/media-preview.ts      | 14 +--
 frontend/lib/theme.ts                         | 13 +++
 7 files changed, 126 insertions(+), 37 deletions(-)
 create mode 100644 frontend/components/gpm/gpm-theme.ts

diff --git a/frontend/components/gpm/DownloadsBrowser.tsx b/frontend/components/gpm/DownloadsBrowser.tsx
index f7784d324..bbf78d103 100644
--- a/frontend/components/gpm/DownloadsBrowser.tsx
+++ b/frontend/components/gpm/DownloadsBrowser.tsx
@@ -14,13 +14,7 @@ import { MediaThumb } from './MediaThumb'
 import { useDownloadsBrowserOpen, setDownloadsBrowserOpen } from './downloads-browser-store'
 import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from './gpm-image-file'
 import { setStudioAssetsTarget } from '../../lib/studio-assets-target'
-
-const C = {
-  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
-  border: '#26262d', borderLt: '#34343d',
-  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
-  blue: '#1f8fff', green: '#28c76f',
-}
+import { C } from './gpm-theme'
 
 export interface LibFile { folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean; mtimeMs: number }
 type TypeFilter = 'all' | 'image' | 'video' | 'audio'
@@ -272,7 +266,7 @@ function Dock({ onClose }: { onClose: () => void }) {
                 onDragEnd={() => { dragFolder.current = null; setDropLine(null) }}
                 onClick={() => toggleFolder(f)}
                 className="relative flex items-center gap-1.5 px-3 py-2.5 cursor-pointer group"
-                style={{ background: isOpen ? 'rgba(31,143,255,0.12)' : 'transparent', borderLeft: `2px solid ${isOpen ? C.blue : 'transparent'}`, borderBottom: `1px solid ${C.border}` }}
+                style={{ background: isOpen ? 'rgb(var(--accent) / 0.12)' : 'transparent', borderLeft: `2px solid ${isOpen ? C.blue : 'transparent'}`, borderBottom: `1px solid ${C.border}` }}
               >
                 {dropLine?.target === f && (
                   <div
diff --git a/frontend/components/gpm/MediaThumb.tsx b/frontend/components/gpm/MediaThumb.tsx
index 81447fee4..b701066d7 100644
--- a/frontend/components/gpm/MediaThumb.tsx
+++ b/frontend/components/gpm/MediaThumb.tsx
@@ -38,8 +38,8 @@ export function MediaThumb({
     >
       {isAudio
         ? (
-          <div className="w-full h-full flex items-center justify-center" style={{ background: '#16161b' }}>
-            <Music size={28} style={{ color: '#5c5c65' }} />
+          <div className="w-full h-full flex items-center justify-center" style={{ background: 'rgb(var(--zinc-900))' }}>
+            <Music size={28} style={{ color: 'rgb(var(--zinc-500))' }} />
           </div>
         )
         : isVideo
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 6adc0d26a..2a3eeb4a8 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -32,14 +32,7 @@ import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
 import { MediaThumb } from './MediaThumb'
 import { QwenMultiAnglePanel, DEFAULT_QWEN_ANGLE_STATE, type QwenAngleState } from './QwenMultiAnglePanel'
-
-/* Theme tokens sampled from the LTX / GPM screenshots (from the prototype). */
-const C = {
-  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
-  border: '#26262d', borderLt: '#34343d',
-  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
-  blue: '#1f8fff', green: '#28c76f', amber: '#f5a623',
-}
+import { C } from './gpm-theme'
 
 // Camera reference thumbnails, bundled by Vite. Map filename -> resolved URL.
 const CAM_IMAGE_URLS = import.meta.glob('../../assets/gpm-camera/*.jpg', {
@@ -537,7 +530,7 @@ function ShotPanel({
               <button
                 key={a.id} onClick={() => toggleAnchor(a.id)}
                 className="rounded-full px-2.5 py-1 text-[10px]"
-                style={{ background: on ? 'rgba(31,143,255,0.15)' : C.elev, color: on ? C.blue : C.muted, border: `1px solid ${on ? C.blue : C.border}` }}
+                style={{ background: on ? 'rgb(var(--accent) / 0.15)' : C.elev, color: on ? C.blue : C.muted, border: `1px solid ${on ? C.blue : C.border}` }}
               >
                 {a.label}
               </button>
@@ -1086,7 +1079,7 @@ function PlatesPanel({ onUse, flash, activeId, setActiveId, sceneLens, setSceneL
           className="rounded-md py-6 px-3 text-center text-xs font-medium mb-3 transition-colors"
           style={{
             border: `2px dashed ${dragActive ? C.blue : C.borderLt}`,
-            background: dragActive ? 'rgba(31,143,255,0.14)' : 'transparent',
+            background: dragActive ? 'rgb(var(--accent) / 0.14)' : 'transparent',
             color: dragActive ? C.blue : C.muted,
           }}
         >
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index da6827b4f..77d9557ef 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -9,6 +9,7 @@ import {
   AZIMUTH_BUCKETS, ELEVATION_BUCKETS, DISTANCE_BUCKETS,
   snapAzimuth, snapElevation, snapPose, poseToPrompt,
 } from './qwen-angle-mapping'
+import { useGpmColors } from './gpm-theme'
 
 // Matches the standalone app's own detent labels — easier to scan than raw
 // degrees, and these are the LoRA's real vocabulary words anyway.
@@ -20,14 +21,9 @@ const SAVE_FOLDER_KEY = 'gpm_qwen_angle_save_folder'
 // cap extra references at 2. Also keeps the panel's in-memory state light.
 const MAX_EXTRA_REFS = 2
 
-/* Theme tokens — matches PromptManagerPro.tsx's C object exactly. */
-const C = {
-  panel: '#0e0e12', card: '#16161b', elev: '#1c1c22',
-  border: '#26262d', borderLt: '#34343d',
-  text: '#f3f3f6', muted: '#8c8c95', faint: '#5c5c65',
-  blue: '#1f8fff', green: '#28c76f', amber: '#f5a623',
-}
-const ACCENT2 = '#ff5c93' // camera-dot / sight-line accent, distinct from C.blue
+// Camera-dot / sight-line accent. Deliberately a fixed hue (not the palette
+// accent) so the marker stays distinct from C.blue, which now follows the theme.
+const ACCENT2 = '#ff5c93'
 
 export interface ResultEntry {
   id: string
@@ -141,6 +137,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   onUse: (img: GpmImage) => void
   flash: (m: string) => void
 }) {
+  const C = useGpmColors() // palette-aware; also redraws the canvas below on theme change
   const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, useLightning, history, histIdx } = state
   const setSource = makeFieldSetter(setState, 'source')
   const setExtraRefs = makeFieldSetter(setState, 'extraRefs')
@@ -282,7 +279,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     front.font = '600 9px sans-serif'; front.textAlign = 'center'; front.fillStyle = C.muted
     front.fillText('FRONT', fpnt.sx, fpnt.sy + 3)
     front.restore()
-  }, [view, azDeg, elDeg, znIdx, azIdx])
+  }, [view, azDeg, elDeg, znIdx, azIdx, C])
 
   const onGizmoPointerDown = (e: React.PointerEvent<HTMLDivElement>) => {
     dragState.current = { lastX: e.clientX, lastY: e.clientY }
@@ -515,7 +512,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
                     <path
                       key={b.deg}
                       d={`M ${xi0} ${yi0} L ${x0} ${y0} A 84 84 0 0 1 ${x1} ${y1} L ${xi1} ${yi1} A 36 36 0 0 0 ${xi0} ${yi0} Z`}
-                      fill={i === azIdx ? 'rgba(31,143,255,0.35)' : C.card}
+                      fill={i === azIdx ? C.blueSoft : C.card}
                       stroke={i === azIdx ? C.blue : C.border}
                       onClick={() => setAzDeg(b.deg)}
                       style={{ cursor: 'pointer' }}
diff --git a/frontend/components/gpm/gpm-theme.ts b/frontend/components/gpm/gpm-theme.ts
new file mode 100644
index 000000000..fbbf0b36c
--- /dev/null
+++ b/frontend/components/gpm/gpm-theme.ts
@@ -0,0 +1,92 @@
+/**
+ * Shared, palette-aware color tokens for the Prompt Manager Pro / GPM panels.
+ *
+ * Historically each GPM panel hardcoded its own identical `C` object of hex
+ * colors, deliberately excluded from the app's color-palette themes. This module
+ * replaces those with one set of tokens that track the active palette, so the
+ * GPM panels re-theme along with the rest of the app.
+ *
+ * The role → shade mapping mirrors the main app: panel/card/elev/border sit on
+ * the dark end of the palette's `zinc` scale, text/muted/faint on the light end,
+ * and `blue` (GPM's active/selected accent, ~50 uses) follows `--accent` — so it
+ * turns violet on Plum, amber on Sandstone, etc. `green`/`amber` stay semantic
+ * (success / warning) and are palette-independent.
+ *
+ * Two flavors, same shape (GpmColors):
+ *   • `C` — CSS-var strings (`rgb(var(--zinc-900))` …). For consumers that only
+ *     feed colors into inline `style={{}}`, where the browser resolves var() and
+ *     re-themes live with zero React wiring.
+ *   • `useGpmColors()` — concrete resolved `rgb(r g b)` strings for the current
+ *     palette, re-rendering on palette change. Needed by consumers that draw to
+ *     <canvas> or set SVG presentation attributes, neither of which resolves var().
+ */
+import { useEffect, useMemo, useState } from 'react'
+import { getPalette, getStoredPaletteId, subscribeTheme } from '../../lib/theme'
+
+export interface GpmColors {
+  panel: string; card: string; elev: string
+  border: string; borderLt: string
+  text: string; muted: string; faint: string
+  /** Active/selected accent — follows the palette. */
+  blue: string
+  /** Same accent at ~0.35 alpha (selected fills). */
+  blueSoft: string
+  /** Semantic, palette-independent. */
+  green: string; amber: string
+}
+
+const GREEN = '#28c76f'
+const AMBER = '#f5a623'
+
+/** CSS-var tokens — resolve live in inline styles, follow the palette for free. */
+export const C: GpmColors = {
+  panel: 'rgb(var(--zinc-950))',
+  card: 'rgb(var(--zinc-900))',
+  elev: 'color-mix(in srgb, rgb(var(--zinc-900)), rgb(var(--zinc-800)))',
+  border: 'rgb(var(--zinc-800))',
+  borderLt: 'rgb(var(--zinc-700))',
+  text: 'rgb(var(--zinc-100))',
+  muted: 'rgb(var(--zinc-400))',
+  faint: 'rgb(var(--zinc-500))',
+  blue: 'rgb(var(--accent))',
+  blueSoft: 'rgb(var(--accent) / 0.35)',
+  green: GREEN,
+  amber: AMBER,
+}
+
+// ── concrete resolution (for <canvas> / SVG attributes, which ignore var()) ──
+const rgb = (channels: string) => `rgb(${channels})`
+
+/** Blend two "r g b" channel triples at t (0..1). */
+function mix(a: string, b: string, t = 0.5): string {
+  const pa = a.split(/\s+/).map(Number)
+  const pb = b.split(/\s+/).map(Number)
+  const m = (i: number) => Math.round(pa[i] + (pb[i] - pa[i]) * t)
+  return `rgb(${m(0)} ${m(1)} ${m(2)})`
+}
+
+/** Concrete GPM colors for a given palette id. */
+export function resolveGpmColors(paletteId: string): GpmColors {
+  const p = getPalette(paletteId)
+  return {
+    panel: rgb(p.zinc['950']),
+    card: rgb(p.zinc['900']),
+    elev: mix(p.zinc['900'], p.zinc['800']),
+    border: rgb(p.zinc['800']),
+    borderLt: rgb(p.zinc['700']),
+    text: rgb(p.zinc['100']),
+    muted: rgb(p.zinc['400']),
+    faint: rgb(p.zinc['500']),
+    blue: rgb(p.accent),
+    blueSoft: `rgb(${p.accent} / 0.35)`,
+    green: GREEN,
+    amber: AMBER,
+  }
+}
+
+/** Concrete GPM colors for the active palette; re-renders on palette change. */
+export function useGpmColors(): GpmColors {
+  const [id, setId] = useState(getStoredPaletteId)
+  useEffect(() => subscribeTheme(setId), [])
+  return useMemo(() => resolveGpmColors(id), [id])
+}
diff --git a/frontend/components/gpm/media-preview.ts b/frontend/components/gpm/media-preview.ts
index 735935e44..7aec4d604 100644
--- a/frontend/components/gpm/media-preview.ts
+++ b/frontend/components/gpm/media-preview.ts
@@ -25,8 +25,8 @@ function ensureHover(): HTMLDivElement {
   el.id = 'gpm-hover-preview'
   el.style.cssText = [
     'position:fixed', 'z-index:2147483600', 'pointer-events:none', 'display:none',
-    'border-radius:10px', 'overflow:hidden', 'background:#0e0e12',
-    'border:1px solid #34343d', 'box-shadow:0 18px 50px rgba(0,0,0,0.6)',
+    'border-radius:10px', 'overflow:hidden', 'background:rgb(var(--zinc-950))',
+    'border:1px solid rgb(var(--zinc-700))', 'box-shadow:0 18px 50px rgba(0,0,0,0.6)',
   ].join(';')
   document.body.appendChild(el)
   window.addEventListener('scroll', hidePreview, true)
@@ -137,7 +137,7 @@ export function openLightbox(media: PreviewMedia): void {
   close.title = 'Close (Esc)'
   close.style.cssText = [
     'position:absolute', 'top:16px', 'right:20px', 'width:36px', 'height:36px',
-    'border-radius:8px', 'border:1px solid #34343d', 'background:#16161b', 'color:#f3f3f6',
+    'border-radius:8px', 'border:1px solid rgb(var(--zinc-700))', 'background:rgb(var(--zinc-900))', 'color:rgb(var(--zinc-100))',
     'font-size:16px', 'cursor:pointer',
   ].join(';')
   close.onclick = closeLightbox
@@ -145,7 +145,7 @@ export function openLightbox(media: PreviewMedia): void {
   if (media.name) {
     const label = document.createElement('div')
     label.textContent = media.name
-    label.style.cssText = 'position:absolute;bottom:16px;left:0;right:0;text-align:center;color:#8c8c95;font-size:12px;font-family:system-ui,sans-serif;'
+    label.style.cssText = 'position:absolute;bottom:16px;left:0;right:0;text-align:center;color:rgb(var(--zinc-400));font-size:12px;font-family:system-ui,sans-serif;'
     overlay.appendChild(label)
   }
   overlay.addEventListener('click', closeLightbox)
@@ -177,15 +177,15 @@ function showLightboxContextMenu(
     'position:fixed', `left:${Math.min(clientX, window.innerWidth - W - 8)}px`,
     `top:${Math.min(clientY, window.innerHeight - H - 8)}px`, `width:${W}px`,
     'z-index:2147483602', 'padding:4px', 'border-radius:8px',
-    'background:#18181b', 'border:1px solid #34343d',
+    'background:rgb(var(--zinc-900))', 'border:1px solid rgb(var(--zinc-700))',
     'box-shadow:0 12px 40px rgba(0,0,0,0.5)', 'font:500 13px system-ui,sans-serif',
   ].join(';')
   menu.oncontextmenu = (e) => e.preventDefault()
   const mkItem = (label: string, onPick: () => void): HTMLButtonElement => {
     const b = document.createElement('button')
     b.textContent = label
-    b.style.cssText = 'display:block;width:100%;text-align:left;padding:7px 12px;background:transparent;border:none;color:#e4e4e7;font-size:13px;cursor:pointer;border-radius:6px;'
-    b.onmouseenter = () => { b.style.background = '#27272a' }
+    b.style.cssText = 'display:block;width:100%;text-align:left;padding:7px 12px;background:transparent;border:none;color:rgb(var(--zinc-200));font-size:13px;cursor:pointer;border-radius:6px;'
+    b.onmouseenter = () => { b.style.background = 'rgb(var(--zinc-800))' }
     b.onmouseleave = () => { b.style.background = 'transparent' }
     b.onclick = (e) => { e.stopPropagation(); removeLightboxMenu(); onPick() }
     return b
diff --git a/frontend/lib/theme.ts b/frontend/lib/theme.ts
index 39c08bd0c..1b033247f 100644
--- a/frontend/lib/theme.ts
+++ b/frontend/lib/theme.ts
@@ -102,6 +102,18 @@ export function getPalette(id: string): Palette {
   return PALETTES.find((p) => p.id === id) ?? PALETTES[0]
 }
 
+/** Palette-change listeners. Most of the UI re-themes purely via the CSS
+ *  variables below, but a few JS consumers can't read var() (e.g. the GPM
+ *  panels' <canvas>/SVG drawing) and subscribe here to recompute concrete
+ *  colors. The active palette id is passed to each listener. */
+type ThemeListener = (id: string) => void
+const listeners = new Set<ThemeListener>()
+
+export function subscribeTheme(cb: ThemeListener): () => void {
+  listeners.add(cb)
+  return () => { listeners.delete(cb) }
+}
+
 /** Write a palette's variables onto :root. The derived --bg/--surface/etc.
  *  (defined in index.css) reference these, so they follow automatically. */
 export function applyPalette(id: string): void {
@@ -112,6 +124,7 @@ export function applyPalette(id: string): void {
   }
   root.style.setProperty('--accent', palette.accent)
   root.style.setProperty('--accent-dark', palette.accentDark)
+  for (const cb of listeners) cb(palette.id)
 }
 
 export function getStoredPaletteId(): string {

From d2ace8299217eeb6485a0bcfacda6291bd947596 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 15 Sep 2026 12:40:07 -0400
Subject: [PATCH 084/117] Fix installer packaging: publish target, shortcut
 name, deps-hash ignore
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Building the NSIS installer surfaced three packaging issues:

- electron-builder.yml publish: had duplicate owner/repo keys — the fork's
  MichaelRicks/LTX-Desktop-Mike was overridden by leftover Lightricks/ltx-desktop
  (YAML last-key-wins), so the app's auto-updater pointed at the upstream repo.
  Removed the stale lines.
- nsis.shortcutName was still "LTX Desktop"; renamed to "RiX Desktop Studio Pro"
  to match the rebrand (Start-menu / desktop shortcut).
- .gitignore: ignore python-deps-hash.txt. It's generated each build (sha256 of
  `uv export`) and bundled via extraResources; committing it risks a stale hash
  that mismatches the hosted python-embed archive.

Installer now builds end to end (release/RiX Desktop Studio Pro-Setup.exe) once
the gitignored resources/vc_redist.x64.exe is placed (official MS VC++ 2015-2022
x64 runtime, bundled by resources/installer.nsh for PyTorch/CUDA on clean boxes).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .gitignore           | 4 ++++
 electron-builder.yml | 4 +---
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/.gitignore b/.gitignore
index 4f9ea8e73..3fb318acc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -84,6 +84,10 @@ backend/generated/
 # Build artifacts
 release/
 python-embed/
+# Generated at build time (sha256 of `uv export`); bundled into the app so the
+# first-run downloader can match the hosted python-embed archive. Regenerated
+# each build — must not be committed, or it would go stale vs. the lockfile.
+python-deps-hash.txt
 
 # Downloaded during CI for Windows NSIS installer
 resources/vc_redist.x64.exe
diff --git a/electron-builder.yml b/electron-builder.yml
index c6bfa5fa6..9e873c939 100644
--- a/electron-builder.yml
+++ b/electron-builder.yml
@@ -60,7 +60,7 @@ nsis:
   installerHeaderIcon: resources/icon.ico
   createDesktopShortcut: true
   createStartMenuShortcut: true
-  shortcutName: LTX Desktop
+  shortcutName: RiX Desktop Studio Pro
 
 mac:
   hardenedRuntime: true
@@ -130,5 +130,3 @@ publish:
   provider: github
   owner: MichaelRicks
   repo: LTX-Desktop-Mike
-  owner: Lightricks
-  repo: ltx-desktop

From 735076fdd0dcb685a9d38794fa5e920ca7502a2b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 15 Sep 2026 17:12:14 -0400
Subject: [PATCH 085/117] Guard against shipping a stale python-embed
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The stale-embed bug (backend crashed on a clean install with
ImportError _RAW_DIFFUSION_MODEL_PREFIX) shipped because the release's
python-deps-hash.txt is computed from the lockfile at package time, not
from what's actually installed — so a leftover embed built before the
LTX 2.5 upgrade (ltx_core 1.1.1) passed the hash check and shipped broken.

build-python-release.ps1 now runs verify_python_embed.py with the embed's
OWN python before tarring, and refuses to package on drift. It checks the
git-sourced deps (diffusers, ltx-core, ltx-pipelines) — the fork's own
fast-moving packages, which is where staleness actually shows up — by
comparing each installed dist-info's direct_url.json commit against the
lockfile's git commit. PyPI deps are intentionally not compared: the embed
installs torch + CUDA wheels from the cu128 index and the lockfile is
multi-platform, so those versions legitimately differ from `uv export`.

Verified: passes on the current 1.2.0 embed (3 git deps checked); fails
with a COMMIT drift report on a doctored commit.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 scripts/build-python-release.ps1 |  21 ++++++
 scripts/verify_python_embed.py   | 114 +++++++++++++++++++++++++++++++
 2 files changed, 135 insertions(+)
 create mode 100644 scripts/verify_python_embed.py

diff --git a/scripts/build-python-release.ps1 b/scripts/build-python-release.ps1
index 2811ae9d5..460fd2f3a 100644
--- a/scripts/build-python-release.ps1
+++ b/scripts/build-python-release.ps1
@@ -48,6 +48,27 @@ Set-Content -Path (Join-Path $root "python-deps-hash.txt") -Value $hash -NoNewli
 Copy-Item   (Join-Path $root "python-deps-hash.txt") (Join-Path $out "python-deps-hash.txt")
 Write-Host "  deps hash: $hash" -ForegroundColor Green
 
+# ── 1b. verify the embed actually matches the lockfile ──
+# The hash above is derived from the lockfile, NOT from what's installed — so a
+# stale embed (e.g. a leftover ltx_core 1.1.1 build while the lock is on 1.2.0)
+# would ship with a "correct" hash and crash the backend on first launch. Run the
+# embed's own python to compare every locked dependency (pinned versions AND git
+# commits) against what's really installed, and refuse to package on any drift.
+Write-Host "Verifying embed matches the lockfile..." -ForegroundColor Yellow
+$embedPy  = Join-Path $embed "python.exe"
+$verifier = Join-Path $PSScriptRoot "verify_python_embed.py"
+if (-not (Test-Path $embedPy)) { throw "embed python not found at '$embedPy'" }
+$reqFile = Join-Path ([System.IO.Path]::GetTempPath()) "rix-embed-verify-req.txt"
+Set-Content -Path $reqFile -Value ($export -join "`n") -Encoding utf8
+try {
+  & $embedPy $verifier $reqFile
+  if ($LASTEXITCODE -ne 0) {
+    throw "python-embed does not match the lockfile (drift listed above). Rebuild it with scripts\prepare-python.ps1, then re-run this script."
+  }
+} finally {
+  Remove-Item $reqFile -Force -ErrorAction SilentlyContinue
+}
+
 # ── 2. tar the embed dir (keep a top-level python-embed/ inside, as the extractor expects) ──
 Write-Host "Creating tarball (this can take a while for a ~5GB env)..." -ForegroundColor Yellow
 $tar = Join-Path $out "$prefix.tar.gz"
diff --git a/scripts/verify_python_embed.py b/scripts/verify_python_embed.py
new file mode 100644
index 000000000..55740ac66
--- /dev/null
+++ b/scripts/verify_python_embed.py
@@ -0,0 +1,114 @@
+"""Verify a built python-embed's git-sourced packages match the uv lockfile.
+
+Why this exists: the release's ``python-deps-hash.txt`` is computed from ``uv
+export`` (the lockfile) at *package* time, not from what is really installed in
+``python-embed/``. So a stale embed — e.g. a leftover build with an old
+``ltx_core`` commit while the lock has moved on — sails through the hash check
+and ships broken (the backend then crashes on first launch with an ImportError,
+as happened with ltx_core 1.1.1 vs 1.2.0). This closes that hole.
+
+Scope: only the **git-sourced** dependencies are checked (ltx-core,
+ltx-pipelines — the fork's own fast-moving packages, and the ones that actually
+go stale). PyPI deps are deliberately skipped: the embed installs torch and the
+CUDA wheels from the cu128 index, and the lockfile is multi-platform, so those
+versions legitimately differ from a plain ``uv export`` and can't be compared
+1:1. Git deps carry a recorded commit and have none of that noise.
+
+Usage:
+    python-embed/python.exe scripts/verify_python_embed.py <requirements.txt>
+
+where <requirements.txt> is the output of
+    uv export --frozen --no-hashes --no-editable --no-emit-project
+Exits non-zero and prints the drift if any git dep's installed commit differs
+from the lockfile's, or a git dep is missing entirely.
+"""
+
+from __future__ import annotations
+
+import json
+import re
+import sys
+from importlib import metadata
+
+
+def _norm(name: str) -> str:
+    """PEP 503 normalization so 'ltx_core' and 'ltx-core' compare equal."""
+    return re.sub(r"[-_.]+", "-", name).lower()
+
+
+def _parse_git_deps(path: str) -> dict[str, str]:
+    """Return {name: commit} for every ``name @ git+...@<commit>`` line."""
+    gitref: dict[str, str] = {}
+    with open(path, encoding="utf-8") as fh:
+        for raw in fh:
+            line = raw.strip()
+            if not line or line.startswith("#"):
+                continue
+            line = line.split(";", 1)[0].strip()  # drop environment markers
+            line = re.sub(r"\[[^\]]*\]", "", line)  # drop extras: pkg[extra] @ ...
+            m = re.match(r"^([A-Za-z0-9._-]+)\s*@\s*git\+.*?@([0-9a-fA-F]{7,40})", line)
+            if m:
+                gitref[_norm(m.group(1))] = m.group(2).lower()
+    return gitref
+
+
+def _installed_commit(name: str) -> str | None:
+    """Git commit a package was installed from, per its dist-info direct_url.json."""
+    try:
+        raw = metadata.distribution(name).read_text("direct_url.json")
+    except Exception:
+        raw = None
+    if not raw:
+        return None
+    try:
+        return (json.loads(raw).get("vcs_info", {}).get("commit_id") or "").lower() or None
+    except Exception:
+        return None
+
+
+def _installed(name: str) -> bool:
+    try:
+        metadata.version(name)
+        return True
+    except metadata.PackageNotFoundError:
+        return False
+
+
+def _commits_agree(a: str, b: str) -> bool:
+    return a.startswith(b) or b.startswith(a)
+
+
+def main() -> int:
+    if len(sys.argv) != 2:
+        print("usage: python verify_python_embed.py <requirements.txt>", file=sys.stderr)
+        return 2
+
+    gitref = _parse_git_deps(sys.argv[1])
+    if not gitref:
+        print("WARNING: no git-sourced deps found in the export — nothing to verify.", file=sys.stderr)
+        return 0
+
+    problems: list[str] = []
+    for name, want in sorted(gitref.items()):
+        if not _installed(name):
+            problems.append(f"  MISSING  {name}  (lock git @ {want[:12]})")
+            continue
+        got = _installed_commit(name)
+        if got is None:
+            problems.append(f"  NO-VCS   {name}  (installed, but no git commit recorded; lock @ {want[:12]})")
+        elif not _commits_agree(got, want):
+            problems.append(f"  COMMIT   {name}  installed@{got[:12]}  lock@{want[:12]}")
+
+    names = ", ".join(sorted(gitref))
+    if problems:
+        print(f"python-embed is STALE vs the lockfile ({len(problems)} of {len(gitref)} git deps drifted):")
+        print("\n".join(problems))
+        print("\nRebuild the embed before packaging:  scripts\\prepare-python.ps1")
+        return 1
+
+    print(f"python-embed git deps match the lockfile ({len(gitref)} checked: {names}).")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From 18cdb6daa8533e1daf72fdf20d4c5293ee518ebf Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 15 Sep 2026 17:16:26 -0400
Subject: [PATCH 086/117] Quiet the updater's benign "no release feed" error
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

On a beta whose only release is a pre-release (channel 'latest' ignores
pre-releases, and the release carries no electron-updater latest.yml), the
startup update check rejects — and failUpdate() dumped the whole multi-KB
HttpError (GitHub CSP headers and all) to the log via logger.error, twice
per check (the .catch and the on('error') handler both fire).

Recognize that "no update feed yet" class (unable to find latest version /
ensure a production release exists / cannot parse releases feed / missing
latest.yml / HttpError 404|406) and treat it as up-to-date: quiet info log,
status 'not-available', no error surfaced — but only when there's no in-flight
download or restorable offer to protect. Real network/feed errors still log
and preserve state as before. Forward-compatible: a proper release with
update metadata resumes normal update flow.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/updater.ts | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/electron/updater.ts b/electron/updater.ts
index fceeae188..7a4438fec 100644
--- a/electron/updater.ts
+++ b/electron/updater.ts
@@ -49,8 +49,35 @@ function hasRestorableOffer(): boolean {
   return Boolean(state.version && getSkippedUpdateVersion() !== state.version)
 }
 
+// A beta whose only releases are pre-releases — and which carries no
+// electron-updater metadata (latest.yml) yet — has no update feed to read. A
+// failed check then is expected, not a fault: GitHub answers the releases lookup
+// with 404/406, or electron-updater reports it can't find a production release.
+// Detect that class so it's logged quietly and shown as "up to date", instead of
+// dumping a multi-KB HttpError (headers and all) to the log and UI on every check.
+function isBenignNoReleaseError(message: string): boolean {
+  const m = message.toLowerCase()
+  return m.includes('unable to find latest version')
+    || m.includes('ensure a production release exists')
+    || m.includes('cannot parse releases feed')
+    || m.includes('latest.yml')
+    || m.includes('httperror: 404')
+    || m.includes('httperror: 406')
+}
+
 // Network/feed errors must not drop a known offer or a finished download.
 function failUpdate(message: string): void {
+  // No update feed yet (beta pre-release / no metadata): treat as "nothing to
+  // update to" — quiet log, show up-to-date, don't surface an error. Only when
+  // there's no in-flight download or restorable offer to protect.
+  if (isBenignNoReleaseError(message)
+    && state.status !== 'downloading' && state.status !== 'downloaded'
+    && !hasRestorableOffer()) {
+    logger.info('[updater] No update feed published yet — treating as up to date')
+    endMacFlight()
+    setState({ status: 'not-available', message: undefined })
+    return
+  }
   logger.error(`[updater] ${message}`)
   if (process.platform === 'darwin') {
     // No modal / Try again. Keep a finished download; otherwise idle so Check retries.

From d22b3648509f167923bdecab993e38046287437a Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 15:09:12 -0400
Subject: [PATCH 087/117] Video editor: burn text overlays into the export
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Text-overlay clips (type 'text' with a textStyle) rendered in the live
preview as DOM but were never handled by the ffmpeg export — buildVideoFilterGraph
only did subtitles — so they were missing from the rendered file.

Collect the visible text-overlay clips in ExportModal, pass them through the
exportNative IPC (new textOverlays field), and add a drawtext burn-in loop in
video-filter.ts that mirrors the preview: centered at the overlay's position %,
size scaled to export height, plus color/opacity, stroke (border), shadow
(offset), and background box (padding). A system font is resolved in the export
handler so drawtext is deterministic on Windows.

Not representable in drawtext and dropped: font family/weight/style,
letter-spacing, auto-wrap (maxWidth), shadow blur. Explicit newlines preserved.
Timing with dissolves matches the existing subtitle behavior.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/export-handler.ts   |  19 ++++-
 electron/export/video-filter.ts     | 118 +++++++++++++++++++++++++++-
 frontend/components/ExportModal.tsx |  31 ++++++++
 shared/electron-api-schema.ts       |  21 +++++
 4 files changed, 186 insertions(+), 3 deletions(-)

diff --git a/electron/export/export-handler.ts b/electron/export/export-handler.ts
index 5dd2f7e4f..81914cc6b 100644
--- a/electron/export/export-handler.ts
+++ b/electron/export/export-handler.ts
@@ -10,8 +10,22 @@ import { buildVideoFilterGraph } from './video-filter'
 import { mixAudioToPcm } from './audio-mix'
 import { handle } from '../ipc/typed-handle'
 
+/** First existing system font, for ffmpeg drawtext (text overlays / subtitles).
+ *  drawtext needs a real font file on Windows builds that lack fontconfig. */
+function resolveExportFont(): string | undefined {
+  const candidates = process.platform === 'win32'
+    ? ['C:/Windows/Fonts/segoeui.ttf', 'C:/Windows/Fonts/arial.ttf', 'C:/Windows/Fonts/calibri.ttf', 'C:/Windows/Fonts/tahoma.ttf']
+    : process.platform === 'darwin'
+      ? ['/System/Library/Fonts/Supplemental/Arial.ttf', '/Library/Fonts/Arial.ttf', '/System/Library/Fonts/Helvetica.ttc']
+      : ['/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', '/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf']
+  for (const f of candidates) {
+    try { if (fs.existsSync(f)) return f } catch { /* ignore */ }
+  }
+  return undefined
+}
+
 export function registerExportHandlers(): void {
-  handle('exportNative', async ({ clips, outputPath, codec, width, height, fps, quality, letterbox, subtitles }) => {
+  handle('exportNative', async ({ clips, outputPath, codec, width, height, fps, quality, letterbox, subtitles, textOverlays }) => {
     const ffmpegPath = findFfmpegPath()
     if (!ffmpegPath) return { success: false, error: 'FFmpeg not found' }
 
@@ -46,7 +60,8 @@ export function registerExportHandlers(): void {
     try {
       logger.info( `[Export] Step 1: Video-only export (${segments.length} segments)`)
       {
-        const { inputs, filterScript } = buildVideoFilterGraph(segments, { width, height, fps, letterbox, subtitles })
+        const fontFile = resolveExportFont()
+        const { inputs, filterScript } = buildVideoFilterGraph(segments, { width, height, fps, letterbox, subtitles, textOverlays, fontFile })
 
         const filterFile = path.join(tmpDir, `ltx-filter-v-${ts}.txt`)
         fs.writeFileSync(filterFile, filterScript, 'utf8')
diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 704e542c4..3fcb0c4e9 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -5,6 +5,60 @@ export interface ExportSubtitle {
   style: { fontSize: number; fontFamily: string; fontWeight: string; color: string; backgroundColor: string; position: string; italic: boolean };
 }
 
+export interface ExportTextOverlay {
+  text: string; startTime: number; endTime: number;
+  style: {
+    fontSize: number; color: string; backgroundColor: string;
+    positionX: number; positionY: number;
+    strokeColor: string; strokeWidth: number;
+    shadowColor: string; shadowOffsetX: number; shadowOffsetY: number;
+    opacity: number; padding: number;
+  };
+}
+
+/** Escape a string for use inside an ffmpeg drawtext text='...' value. */
+function escapeDrawtext(text: string): string {
+  return text
+    .replace(/\\/g, '\\\\\\\\')
+    .replace(/'/g, "'\\\\\\''")
+    .replace(/:/g, '\\:')
+    .replace(/%/g, '%%')
+    .replace(/\n/g, '\\n')
+}
+
+/** Escape an absolute path for an ffmpeg option value (e.g. fontfile=). Forward
+ *  slashes work on Windows; the drive-letter colon must be escaped. */
+function escapeFontPath(p: string): string {
+  return p.replace(/\\/g, '/').replace(/:/g, '\\:')
+}
+
+/** Convert a CSS color (hex / rgb(a) / named / transparent) to an ffmpeg color
+ *  token like `0xRRGGBB@0.500`. `extraAlpha` multiplies the resolved alpha (used
+ *  for the overlay's global opacity). Returns null for transparent/none. */
+function cssColorToFfmpeg(css: string, extraAlpha = 1): string | null {
+  const c = (css || '').trim().toLowerCase()
+  if (!c || c === 'transparent' || c === 'none') return null
+  let r = 0, g = 0, b = 0, a = 1
+  let m: RegExpMatchArray | null
+  if ((m = c.match(/^#([0-9a-f]{3})$/))) {
+    r = parseInt(m[1][0] + m[1][0], 16); g = parseInt(m[1][1] + m[1][1], 16); b = parseInt(m[1][2] + m[1][2], 16)
+  } else if ((m = c.match(/^#([0-9a-f]{6})([0-9a-f]{2})?$/))) {
+    r = parseInt(m[1].slice(0, 2), 16); g = parseInt(m[1].slice(2, 4), 16); b = parseInt(m[1].slice(4, 6), 16)
+    if (m[2]) a = parseInt(m[2], 16) / 255
+  } else if ((m = c.match(/^rgba?\(([^)]+)\)$/))) {
+    const p = m[1].split(',').map(s => s.trim())
+    r = parseInt(p[0], 10) || 0; g = parseInt(p[1], 10) || 0; b = parseInt(p[2], 10) || 0
+    if (p[3] !== undefined) a = parseFloat(p[3])
+  } else {
+    // A named color (white, black, red, ...) — ffmpeg understands these directly.
+    const alpha = Math.max(0, Math.min(1, extraAlpha))
+    return alpha >= 0.999 ? c : `${c}@${alpha.toFixed(3)}`
+  }
+  const hex = (((r & 255) << 16) | ((g & 255) << 8) | (b & 255)).toString(16).padStart(6, '0')
+  const alpha = Math.max(0, Math.min(1, (isFinite(a) ? a : 1) * extraAlpha))
+  return `0x${hex}@${alpha.toFixed(3)}`
+}
+
 /**
  * Color correction + fade-to-black/white + wipe filters for one segment, as
  * an ffmpeg filter-chain suffix (leading comma, or '' if nothing applies).
@@ -166,9 +220,11 @@ export function buildVideoFilterGraph(
     width: number; height: number; fps: number;
     letterbox?: { ratio: number; color: string; opacity: number };
     subtitles?: ExportSubtitle[];
+    textOverlays?: ExportTextOverlay[];
+    fontFile?: string;
   },
 ): { inputs: string[]; filterScript: string } {
-  const { width, height, fps, letterbox, subtitles } = opts
+  const { width, height, fps, letterbox, subtitles, textOverlays, fontFile } = opts
   const inputs: string[] = []
   const filterParts: string[] = []
   let idx = 0
@@ -307,6 +363,66 @@ export function buildVideoFilterGraph(
     }
   }
 
+  // Text-overlay burn-in (drawtext) — the type:'text' clips with a textStyle.
+  // The live preview renders these as DOM; export mirrors position/size/color so
+  // the baked video matches. fontFamily/weight/style, letter-spacing, auto-wrap
+  // (maxWidth) and shadow blur aren't representable in drawtext and are dropped;
+  // explicit newlines in the text are preserved.
+  if (textOverlays && textOverlays.length > 0) {
+    const hf = height / 1080 // scale style px (authored against 1080p) to export height
+    for (let ti = 0; ti < textOverlays.length; ti++) {
+      const ov = textOverlays[ti]
+      const s = ov.style
+      const nextLabel = `txt${ti}`
+      const gA = Math.max(0, Math.min(1, (s.opacity ?? 100) / 100)) // global overlay opacity
+      const fontSize = Math.max(1, Math.round(s.fontSize * hf))
+      const fontColor = cssColorToFfmpeg(s.color, gA) ?? `white@${gA.toFixed(3)}`
+
+      // Preview positions the box's CENTER at (positionX%, positionY%); mirror that.
+      const px = Math.max(0, Math.min(1, (s.positionX ?? 50) / 100))
+      const py = Math.max(0, Math.min(1, (s.positionY ?? 50) / 100))
+
+      const parts: string[] = []
+      if (fontFile) parts.push(`fontfile=${escapeFontPath(fontFile)}`)
+      parts.push(`text='${escapeDrawtext(ov.text)}'`)
+      parts.push(`fontsize=${fontSize}`)
+      parts.push(`fontcolor=${fontColor}`)
+      parts.push(`x=(w*${px.toFixed(4)})-(text_w/2)`)
+      parts.push(`y=(h*${py.toFixed(4)})-(text_h/2)`)
+
+      if ((s.strokeWidth ?? 0) > 0) {
+        const strokeColor = cssColorToFfmpeg(s.strokeColor, gA)
+        if (strokeColor) {
+          parts.push(`borderw=${Math.max(1, Math.round(s.strokeWidth * hf))}`)
+          parts.push(`bordercolor=${strokeColor}`)
+        }
+      }
+
+      const shx = Math.round((s.shadowOffsetX ?? 0) * hf)
+      const shy = Math.round((s.shadowOffsetY ?? 0) * hf)
+      if (shx !== 0 || shy !== 0) {
+        const shadowColor = cssColorToFfmpeg(s.shadowColor, gA)
+        if (shadowColor) {
+          parts.push(`shadowx=${shx}`)
+          parts.push(`shadowy=${shy}`)
+          parts.push(`shadowcolor=${shadowColor}`)
+        }
+      }
+
+      const boxColor = cssColorToFfmpeg(s.backgroundColor, gA)
+      if (boxColor) {
+        parts.push('box=1')
+        parts.push(`boxcolor=${boxColor}`)
+        parts.push(`boxborderw=${Math.max(0, Math.round((s.padding ?? 0) * hf))}`)
+      }
+
+      parts.push(`enable='between(t\\,${ov.startTime.toFixed(3)}\\,${ov.endTime.toFixed(3)})'`)
+
+      filterParts.push(`[${lastLabel}]drawtext=${parts.join(':')}[${nextLabel}]`)
+      lastLabel = nextLabel
+    }
+  }
+
   // Subtitle burn-in (drawtext)
   if (subtitles && subtitles.length > 0) {
     for (let si = 0; si < subtitles.length; si++) {
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 447ff06c1..535f01916 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -201,6 +201,36 @@ export function ExportModal({ projectName }: ExportModalProps) {
     })
   ), [subtitles, tracks])
 
+  // Text-overlay clips (type 'text' with a textStyle) are burned into the export
+  // by ffmpeg drawtext — the live preview draws them as DOM, so without this they
+  // showed in the editor but were missing from the rendered file.
+  const textOverlayData = useMemo(() => (
+    clips
+      .filter(clip => clip.type === 'text' && Boolean(clip.textStyle) && tracks[clip.trackIndex]?.enabled !== false)
+      .map(clip => {
+        const ts = clip.textStyle!
+        return {
+          text: ts.text,
+          startTime: clip.startTime,
+          endTime: clip.startTime + clip.duration,
+          style: {
+            fontSize: ts.fontSize,
+            color: ts.color,
+            backgroundColor: ts.backgroundColor,
+            positionX: ts.positionX,
+            positionY: ts.positionY,
+            strokeColor: ts.strokeColor,
+            strokeWidth: ts.strokeWidth,
+            shadowColor: ts.shadowColor,
+            shadowOffsetX: ts.shadowOffsetX,
+            shadowOffsetY: ts.shadowOffsetY,
+            opacity: ts.opacity,
+            padding: ts.padding,
+          },
+        }
+      })
+  ), [clips, tracks])
+
   const letterbox = useMemo(() => {
     const adjustmentClips = clips.filter(
       clip =>
@@ -342,6 +372,7 @@ export function ExportModal({ projectName }: ExportModalProps) {
         quality: settings.quality,
         letterbox: letterbox || undefined,
         subtitles: burnSubtitles && subtitleData.length > 0 ? subtitleData : undefined,
+        textOverlays: textOverlayData.length > 0 ? textOverlayData : undefined,
       })
 
       if (result && !result.success) {
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 6fe0bc2db..c09f3e63e 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -63,6 +63,26 @@ const exportSubtitle = z.object({
   }),
 })
 
+const exportTextOverlay = z.object({
+  text: z.string(),
+  startTime: z.number(),
+  endTime: z.number(),
+  style: z.object({
+    fontSize: z.number(),
+    color: z.string(),
+    backgroundColor: z.string(),
+    positionX: z.number(),
+    positionY: z.number(),
+    strokeColor: z.string(),
+    strokeWidth: z.number(),
+    shadowColor: z.string(),
+    shadowOffsetX: z.number(),
+    shadowOffsetY: z.number(),
+    opacity: z.number(),
+    padding: z.number(),
+  }),
+})
+
 const logsResponse = z.object({
   logPath: z.string(),
   lines: z.array(z.string()),
@@ -296,6 +316,7 @@ export const electronAPISchemas = {
       quality: z.number(),
       letterbox: z.object({ ratio: z.number(), color: z.string(), opacity: z.number() }).optional(),
       subtitles: z.array(exportSubtitle).optional(),
+      textOverlays: z.array(exportTextOverlay).optional(),
     }),
     output: emptyResult,
   },

From ec9971e5a0cf7af69d869e7340990a0403a4f26e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 15:09:38 -0400
Subject: [PATCH 088/117] Bundle app icon so the running window shows the RiX
 icon
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

electron/window.ts loads <resourcesPath>/icon.<ext> at runtime, but icon.ico/
.png were only build resources (embedded into the exe/installer), not packaged
into the app — so the open app's window/taskbar fell back to the default
Electron icon (the weak-machine log showed "resources\icon.ico | exists: false").

Add icon.ico + icon.png to electron-builder extraResources so they land where
window.ts looks. The exe/desktop-shortcut icon is unaffected (still win.icon);
a shortcut showing the old icon is a Windows icon-cache glitch, not this.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron-builder.yml | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/electron-builder.yml b/electron-builder.yml
index 9e873c939..ed59dd565 100644
--- a/electron-builder.yml
+++ b/electron-builder.yml
@@ -39,6 +39,15 @@ extraResources:
       - "!tests/**"
   - from: python-deps-hash.txt
     to: python-deps-hash.txt
+  # Bundle the app icon into the packaged app's resources dir so the RUNNING
+  # window/taskbar shows the RiX icon. electron/window.ts loads
+  # <resourcesPath>/icon.<ext> at runtime (win32 -> icon.ico, else icon.png);
+  # without this it isn't packaged and the open app falls back to the default
+  # Electron icon. (The exe/shortcut icon is handled separately by win.icon.)
+  - from: resources/icon.ico
+    to: icon.ico
+  - from: resources/icon.png
+    to: icon.png
 
 win:
   target:

From 4f5457be37d47eb1c1d921147c688adc96a61d1d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 15:57:22 -0400
Subject: [PATCH 089/117] Video editor: drag transitions onto a cut
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Add a drag-and-drop authoring layer on top of the existing transition engine
(preview + export already handled all four types).

- ClipPropertiesPanel: a "Drag onto a cut" palette of draggable chips (Dissolve,
  Fade Black/White, Wipe ◄►▲▼) that set a lowercase `transitiontype` dnd payload.
- Timeline: every clip seam is now a drop target — it highlights on drag-over and
  applies the transition centered (left clip's transitionOut + right clip's
  transitionIn). The custom dnd type is lowercase to match how the browser stores
  it (an uppercase check silently missed and the drop fell through to the track
  background, applying a stray dissolve).
- Junction UI generalized from dissolve-only to every transition: a color-coded
  region bar (purple dissolve / slate|light fade / blue wipe) with a type+duration
  label, drag-to-resize edge handles, and a Remove button. Empty seams show a
  faint tick so they're discoverable as drop targets.

Frontend only; reuses the existing transitionIn/transitionOut model.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/editor/ClipPropertiesPanel.tsx |  32 ++++++
 .../VideoEditorTimelineEditingPanel.tsx       | 108 ++++++++++++++----
 2 files changed, 117 insertions(+), 23 deletions(-)

diff --git a/frontend/views/editor/ClipPropertiesPanel.tsx b/frontend/views/editor/ClipPropertiesPanel.tsx
index cc504e825..f36d050d8 100644
--- a/frontend/views/editor/ClipPropertiesPanel.tsx
+++ b/frontend/views/editor/ClipPropertiesPanel.tsx
@@ -809,6 +809,38 @@ export function ClipPropertiesPanel(props: ClipPropertiesPanelProps) {
             </button>
             {showTransitions && (
               <div className="space-y-3 pl-5">
+                {/* Drag-to-seam palette: drop a centered transition onto a cut
+                    between two clips in the timeline. */}
+                <div>
+                  <label className="block text-[10px] text-zinc-500 mb-1 uppercase tracking-wider">Drag onto a cut</label>
+                  <div className="flex flex-wrap gap-1.5">
+                    {([
+                      { type: 'dissolve', label: 'Dissolve' },
+                      { type: 'fade-to-black', label: 'Fade Black' },
+                      { type: 'fade-to-white', label: 'Fade White' },
+                      { type: 'wipe-left', label: 'Wipe ◄' },
+                      { type: 'wipe-right', label: 'Wipe ►' },
+                      { type: 'wipe-up', label: 'Wipe ▲' },
+                      { type: 'wipe-down', label: 'Wipe ▼' },
+                    ] as { type: TransitionType; label: string }[]).map(item => (
+                      <div
+                        key={item.type}
+                        draggable
+                        onDragStart={(e) => {
+                          // NB: HTML5 DnD lowercases the type key, so use lowercase
+                          // everywhere (matches the timeline's drop handlers).
+                          e.dataTransfer.setData('transitiontype', item.type)
+                          e.dataTransfer.effectAllowed = 'copy'
+                        }}
+                        title={`${item.label} — drag onto a cut between two clips`}
+                        className="px-2 py-1 rounded bg-zinc-800 border border-zinc-700 text-[10px] text-zinc-300 cursor-grab active:cursor-grabbing hover:border-blue-500/60 hover:text-white transition-colors select-none"
+                      >
+                        {item.label}
+                      </div>
+                    ))}
+                  </div>
+                  <p className="text-[9px] text-zinc-600 mt-1">Drops a centered transition on the seam.</p>
+                </div>
                 {/* Transition In */}
                 <div>
                   <label className="block text-[10px] text-zinc-500 mb-1 uppercase tracking-wider">Transition In</label>
diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index 09c719278..cbcc51e97 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -27,7 +27,7 @@ import { GPM_IMAGE_DND_TYPE } from '../../components/gpm/gpm-image-file'
 import { FILE_DND } from '../../components/gpm/DownloadsBrowser'
 import { GapGenerationModal } from './GapGenerationModal'
 import { ClipContextMenu, type ClipContextMenuState } from './ClipContextMenu'
-import type { TimelineClip, Track, SubtitleClip, Asset, TextOverlayStyle } from '../../types/project-model'
+import type { TimelineClip, Track, SubtitleClip, Asset, TextOverlayStyle, TransitionType } from '../../types/project-model'
 import { ApiClient } from '../../lib/api-client'
 import { pathToFileUrl } from '../../lib/file-url'
 import {
@@ -430,6 +430,8 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
   const [hoveredCutPoint, setHoveredCutPoint] = useState<{
     leftClipId: string; rightClipId: string; time: number; trackIndex: number
   } | null>(null)
+  // Which seam a transition chip is currently being dragged over (for the drop highlight).
+  const [dragOverCut, setDragOverCut] = useState<{ leftClipId: string; rightClipId: string } | null>(null)
 
   const [videoTrackHeight, setVideoTrackHeight] = useState(56)
   const [audioTrackHeight, setAudioTrackHeight] = useState(56)
@@ -592,6 +594,24 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
     }))
   }, [setClips])
 
+  // Apply a centered transition to the seam between two clips: the left clip's
+  // transitionOut and the right clip's transitionIn both become `type` (a
+  // dissolve becomes a cross-dissolve; a fade goes out-then-in through the seam;
+  // a wipe wipes out-then-in). Existing durations are preserved. Used by the
+  // drag-a-transition-onto-the-cut drop target.
+  const applyJunctionTransition = useCallback((leftClipId: string, rightClipId: string, type: TransitionType) => {
+    if (type === 'none') { removeCrossDissolve(leftClipId, rightClipId); return }
+    setClips(prev => prev.map(clip => {
+      if (clip.id === leftClipId) {
+        return { ...clip, transitionOut: { type, duration: clip.transitionOut?.duration || DEFAULT_DISSOLVE_DURATION } }
+      }
+      if (clip.id === rightClipId) {
+        return { ...clip, transitionIn: { type, duration: clip.transitionIn?.duration || DEFAULT_DISSOLVE_DURATION } }
+      }
+      return clip
+    }))
+  }, [setClips, removeCrossDissolve])
+
   const removeClip = useCallback((clipId: string) => {
     const clip = clips.find(candidate => candidate.id === clipId)
     if (clip && tracks[clip.trackIndex]?.locked) return
@@ -1086,7 +1106,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
   }, [trackDisplayRow, audioDividerDisplayRow, orderedTracks, videoTrackHeight, audioTrackHeight, subtitleTrackHeight])
 
   const cutPoints = useMemo(() => {
-    const points: { leftClip: TimelineClip; rightClip: TimelineClip; time: number; trackIndex: number; hasDissolve: boolean }[] = []
+    const points: { leftClip: TimelineClip; rightClip: TimelineClip; time: number; trackIndex: number; hasDissolve: boolean; hasTransition: boolean; transitionType: TransitionType }[] = []
     const byTrack: Map<number, TimelineClip[]> = new Map()
     for (const clip of clips) {
       if (!byTrack.has(clip.trackIndex)) byTrack.set(clip.trackIndex, [])
@@ -1099,8 +1119,15 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
         const right = sorted[i + 1]
         const leftEnd = left.startTime + left.duration
         if (Math.abs(leftEnd - right.startTime) < CUT_POINT_TOLERANCE) {
-          const hasDissolve = (left.transitionOut?.type === 'dissolve') || (right.transitionIn?.type === 'dissolve')
-          points.push({ leftClip: left, rightClip: right, time: leftEnd, trackIndex: trackIdx, hasDissolve })
+          const leftOut = left.transitionOut?.type
+          const rightIn = right.transitionIn?.type
+          const transitionType: TransitionType =
+            (leftOut && leftOut !== 'none') ? leftOut
+              : (rightIn && rightIn !== 'none') ? rightIn
+                : 'none'
+          const hasDissolve = transitionType === 'dissolve'
+          const hasTransition = transitionType !== 'none'
+          points.push({ leftClip: left, rightClip: right, time: leftEnd, trackIndex: trackIdx, hasDissolve, hasTransition, transitionType })
         }
       }
     }
@@ -2969,17 +2996,33 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                     const leftPx = cp.time * pixelsPerSecond
                     const topPx = trackTopPx(cp.trackIndex, 4)
                     const isHovered = hoveredCutPoint?.leftClipId === cp.leftClip.id && hoveredCutPoint?.rightClipId === cp.rightClip.id
-                    const dissolveDur = cp.hasDissolve ? (cp.leftClip.transitionOut?.duration || DEFAULT_DISSOLVE_DURATION) : 0
+                    const isDragOver = dragOverCut?.leftClipId === cp.leftClip.id && dragOverCut?.rightClipId === cp.rightClip.id
+                    const dissolveDur = cp.hasTransition ? (cp.leftClip.transitionOut?.duration || DEFAULT_DISSOLVE_DURATION) : 0
                     const dissolveWidthPx = dissolveDur * pixelsPerSecond
-                    
+                    // Color-code + label the seam region by transition type.
+                    const tRGB =
+                      cp.transitionType === 'dissolve' ? '139,92,246'      // purple
+                        : cp.transitionType === 'fade-to-black' ? '148,163,184'  // slate
+                        : cp.transitionType === 'fade-to-white' ? '226,232,240'  // light
+                        : '59,130,246'                                     // blue (wipes)
+                    const tLabel =
+                      cp.transitionType === 'dissolve' ? 'Dissolve'
+                        : cp.transitionType === 'fade-to-black' ? 'Fade ●'
+                        : cp.transitionType === 'fade-to-white' ? 'Fade ○'
+                        : cp.transitionType === 'wipe-left' ? 'Wipe ◄'
+                        : cp.transitionType === 'wipe-right' ? 'Wipe ►'
+                        : cp.transitionType === 'wipe-up' ? 'Wipe ▲'
+                        : cp.transitionType === 'wipe-down' ? 'Wipe ▼'
+                        : ''
+
                     return (
                       <div
                         key={`cut-${cp.leftClip.id}-${cp.rightClip.id}`}
                         className="absolute z-20"
                         style={{
-                          left: `${cp.hasDissolve ? leftPx - dissolveWidthPx : leftPx - 10}px`,
+                          left: `${cp.hasTransition ? leftPx - dissolveWidthPx : leftPx - 12}px`,
                           top: `${topPx - 24}px`,
-                          width: `${cp.hasDissolve ? dissolveWidthPx * 2 : 20}px`,
+                          width: `${cp.hasTransition ? dissolveWidthPx * 2 : 24}px`,
                           height: `${48 + 24}px`, /* extend upward to include popup zone */
                         }}
                         onMouseEnter={() => setHoveredCutPoint({
@@ -2989,18 +3032,37 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                           trackIndex: cp.trackIndex,
                         })}
                         onMouseLeave={() => setHoveredCutPoint(null)}
+                        onDragOver={(e) => {
+                          if (!e.dataTransfer.types.includes('transitiontype')) return
+                          e.preventDefault()
+                          e.stopPropagation()
+                          e.dataTransfer.dropEffect = 'copy'
+                          if (!isDragOver) setDragOverCut({ leftClipId: cp.leftClip.id, rightClipId: cp.rightClip.id })
+                        }}
+                        onDragLeave={() => {
+                          setDragOverCut(prev => (prev?.leftClipId === cp.leftClip.id && prev?.rightClipId === cp.rightClip.id) ? null : prev)
+                        }}
+                        onDrop={(e) => {
+                          const type = e.dataTransfer.getData('transitiontype') as TransitionType
+                          setDragOverCut(null)
+                          if (!type) return
+                          e.preventDefault()
+                          e.stopPropagation()
+                          applyJunctionTransition(cp.leftClip.id, cp.rightClip.id, type)
+                        }}
                       >
-                        {/* Visible indicator line */}
-                        <div 
-                          className={`absolute top-6 bottom-0 w-0.5 transition-colors ${
-                            isHovered ? 'bg-blue-400' : cp.hasDissolve ? 'bg-blue-500/60' : 'bg-transparent'
+                        {/* Visible indicator line — also the drop indicator: a faint
+                            tick on empty seams, brighter with a transition, glowing on drag-over. */}
+                        <div
+                          className={`absolute top-6 bottom-0 rounded-full transition-all ${isDragOver ? 'w-1.5 shadow-[0_0_8px_rgba(96,165,250,0.9)]' : 'w-0.5'} ${
+                            isDragOver || isHovered ? 'bg-blue-400' : cp.hasTransition ? 'bg-blue-500/60' : 'bg-zinc-500/25'
                           }`}
-                          style={{ left: `${cp.hasDissolve ? dissolveWidthPx : 10}px`, transform: 'translateX(-50%)' }}
+                          style={{ left: `${cp.hasTransition ? dissolveWidthPx : 12}px`, transform: 'translateX(-50%)' }}
                         />
                         
-                        {cp.hasDissolve ? (
+                        {cp.hasTransition ? (
                           <>
-                            {/* Dissolve region visual (gradient bar on the clip area) */}
+                            {/* Transition region visual (gradient bar straddling the seam) */}
                             <div
                               className="absolute rounded-sm pointer-events-none"
                               style={{
@@ -3008,13 +3070,13 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                                 top: '24px',
                                 width: `${dissolveWidthPx * 2}px`,
                                 height: '48px',
-                                background: 'linear-gradient(to right, rgba(139,92,246,0.15), rgba(139,92,246,0.3), rgba(139,92,246,0.15))',
-                                borderTop: '2px solid rgba(139,92,246,0.5)',
-                                borderBottom: '2px solid rgba(139,92,246,0.5)',
+                                background: `linear-gradient(to right, rgba(${tRGB},0.15), rgba(${tRGB},0.3), rgba(${tRGB},0.15))`,
+                                borderTop: `2px solid rgba(${tRGB},0.5)`,
+                                borderBottom: `2px solid rgba(${tRGB},0.5)`,
                               }}
                             />
-                            
-                            {/* Dissolve duration label */}
+
+                            {/* Transition type + duration label */}
                             <div
                               className="absolute flex items-center justify-center pointer-events-none"
                               style={{
@@ -3024,8 +3086,8 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                                 height: '48px',
                               }}
                             >
-                              <span className="text-[9px] text-blue-300 font-medium bg-blue-900/60 px-1.5 py-0.5 rounded">
-                                {dissolveDur.toFixed(1)}s
+                              <span className="text-[9px] text-white/90 font-medium bg-black/55 px-1.5 py-0.5 rounded whitespace-nowrap">
+                                {tLabel} · {dissolveDur.toFixed(1)}s
                               </span>
                             </div>
                             
@@ -3114,7 +3176,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                           </>
                         ) : (
                           <>
-                            {/* No dissolve: show add button on hover (positioned inside the zone) */}
+                            {/* Empty seam: add-dissolve button on hover (or drop any transition here) */}
                             {isHovered && (
                               <div
                                 className="absolute left-1/2 -translate-x-1/2 top-0 whitespace-nowrap z-40"

From f6c0f7dfa1a0d0f65f728cbd0a5eb8b4b410787b Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 21:35:56 -0400
Subject: [PATCH 090/117] Fix text-overlay export: drawtext parse failure +
 font
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Exporting a timeline with a text overlay failed with "Error parsing filterchain
… No option name near '/Windows/Fonts/…'". The drawtext fontfile was a Windows
drive-letter path whose colon broke ffmpeg's filter parser.

The only escaping that parses in a filter_complex_script on Windows is a
single-quoted path with the colon escaped: fontfile='C\:/Windows/Fonts/arial.ttf'
(bare and backslash-only both fail — verified against the bundled ffmpeg).
Resolve a system SANS font (Arial first, matching the preview's font stack) so
exported overlays look like the editor preview instead of ffmpeg's default serif;
fall back to no fontfile (default font) if none is found. Verified end to end:
the overlay parses and renders in Arial with its shadow.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/export-handler.ts |  8 +++++---
 electron/export/video-filter.ts   | 16 +++++++++-------
 2 files changed, 14 insertions(+), 10 deletions(-)

diff --git a/electron/export/export-handler.ts b/electron/export/export-handler.ts
index 81914cc6b..8004f2080 100644
--- a/electron/export/export-handler.ts
+++ b/electron/export/export-handler.ts
@@ -10,11 +10,13 @@ import { buildVideoFilterGraph } from './video-filter'
 import { mixAudioToPcm } from './audio-mix'
 import { handle } from '../ipc/typed-handle'
 
-/** First existing system font, for ffmpeg drawtext (text overlays / subtitles).
- *  drawtext needs a real font file on Windows builds that lack fontconfig. */
+/** First existing system SANS font, so exported text overlays match the editor
+ *  preview's sans look instead of ffmpeg's default serif. Arial first (it's the
+ *  preview font stack's fallback). Returns undefined if none found — drawtext
+ *  then omits fontfile and falls back to ffmpeg's default (still renders). */
 function resolveExportFont(): string | undefined {
   const candidates = process.platform === 'win32'
-    ? ['C:/Windows/Fonts/segoeui.ttf', 'C:/Windows/Fonts/arial.ttf', 'C:/Windows/Fonts/calibri.ttf', 'C:/Windows/Fonts/tahoma.ttf']
+    ? ['C:/Windows/Fonts/arial.ttf', 'C:/Windows/Fonts/segoeui.ttf', 'C:/Windows/Fonts/calibri.ttf', 'C:/Windows/Fonts/tahoma.ttf']
     : process.platform === 'darwin'
       ? ['/System/Library/Fonts/Supplemental/Arial.ttf', '/Library/Fonts/Arial.ttf', '/System/Library/Fonts/Helvetica.ttc']
       : ['/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', '/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf']
diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 3fcb0c4e9..90497d88b 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -16,6 +16,14 @@ export interface ExportTextOverlay {
   };
 }
 
+/** Build a drawtext `fontfile=` argument for a system font path. The path is
+ *  single-quoted and its drive-letter colon escaped — the only form that parses
+ *  inside a filter_complex_script on Windows (bare or backslash-only both fail
+ *  with "No option name near ...", verified against the bundled ffmpeg). */
+function fontFileArg(p: string): string {
+  return `fontfile='${p.replace(/\\/g, '/').replace(/:/g, '\\:')}'`
+}
+
 /** Escape a string for use inside an ffmpeg drawtext text='...' value. */
 function escapeDrawtext(text: string): string {
   return text
@@ -26,12 +34,6 @@ function escapeDrawtext(text: string): string {
     .replace(/\n/g, '\\n')
 }
 
-/** Escape an absolute path for an ffmpeg option value (e.g. fontfile=). Forward
- *  slashes work on Windows; the drive-letter colon must be escaped. */
-function escapeFontPath(p: string): string {
-  return p.replace(/\\/g, '/').replace(/:/g, '\\:')
-}
-
 /** Convert a CSS color (hex / rgb(a) / named / transparent) to an ffmpeg color
  *  token like `0xRRGGBB@0.500`. `extraAlpha` multiplies the resolved alpha (used
  *  for the overlay's global opacity). Returns null for transparent/none. */
@@ -383,7 +385,7 @@ export function buildVideoFilterGraph(
       const py = Math.max(0, Math.min(1, (s.positionY ?? 50) / 100))
 
       const parts: string[] = []
-      if (fontFile) parts.push(`fontfile=${escapeFontPath(fontFile)}`)
+      if (fontFile) parts.push(fontFileArg(fontFile))
       parts.push(`text='${escapeDrawtext(ov.text)}'`)
       parts.push(`fontsize=${fontSize}`)
       parts.push(`fontcolor=${fontColor}`)

From fcae20ae5dec42ba168548ea76e52f2269bfd967 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 21:35:56 -0400
Subject: [PATCH 091/117] Video editor: per-clip audio fade in / fade out

Add audioFadeIn/audioFadeOut (seconds, optional) to clips and apply a linear
gain envelope in both the export mixer and the live preview so they match.

- Export (audio-mix.ts): ramp each source's samples up over audioFadeIn and down
  over audioFadeOut, threaded through ExportClip + the exportNative IPC.
- Preview (usePlaybackAudioSync.ts): multiply the same envelope into each audio
  clip's Web Audio GainNode, at both the playing tick and the paused/scrub path,
  so fades are audible while editing.
- UI: Fade In / Fade Out sliders on audio clips in the ClipPropertiesPanel,
  capped at half the clip length.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/audio-mix.ts                  | 23 ++++++++++++-
 electron/export/timeline.ts                   |  2 +-
 frontend/components/ExportModal.tsx           |  2 ++
 frontend/types/project-model.ts               |  2 ++
 frontend/views/editor/ClipPropertiesPanel.tsx | 34 +++++++++++++++++++
 frontend/views/editor/usePlaybackAudioSync.ts | 17 ++++++++--
 shared/electron-api-schema.ts                 |  2 ++
 7 files changed, 78 insertions(+), 4 deletions(-)

diff --git a/electron/export/audio-mix.ts b/electron/export/audio-mix.ts
index 6493cf398..fad9ebd77 100644
--- a/electron/export/audio-mix.ts
+++ b/electron/export/audio-mix.ts
@@ -52,6 +52,7 @@ function extractPcmBuffer(
 interface AudioSource {
   filePath: string; trimStart: number; trimEnd: number;
   timelineStart: number; speed: number; reversed: boolean; volume: number;
+  audioFadeIn: number; audioFadeOut: number;
 }
 
 /**
@@ -81,6 +82,8 @@ export async function mixAudioToPcm(
         speed: c.speed,
         reversed: c.reversed,
         volume: c.volume,
+        audioFadeIn: c.audioFadeIn ?? 0,
+        audioFadeOut: c.audioFadeOut ?? 0,
       })
     } else if (c.type === 'video') {
       if (!audioProbeCache.has(fp)) {
@@ -95,6 +98,8 @@ export async function mixAudioToPcm(
         speed: c.speed,
         reversed: c.reversed,
         volume: c.volume,
+        audioFadeIn: c.audioFadeIn ?? 0,
+        audioFadeOut: c.audioFadeOut ?? 0,
       })
     }
   }
@@ -116,11 +121,27 @@ export async function mixAudioToPcm(
       const startSample = startFrame * NUM_CHANNELS
       const numPcmSamples = Math.floor(pcm.length / BYTES_PER_SAMPLE)
 
+      // Linear fade in/out envelope, in frames (a frame = NUM_CHANNELS samples).
+      const clipFrames = Math.floor(numPcmSamples / NUM_CHANNELS)
+      const fadeInFrames = Math.max(0, Math.round((src.audioFadeIn || 0) * SAMPLE_RATE))
+      const fadeOutFrames = Math.max(0, Math.round((src.audioFadeOut || 0) * SAMPLE_RATE))
+      const hasFade = fadeInFrames > 0 || fadeOutFrames > 0
+
       for (let s = 0; s < numPcmSamples; s++) {
         const destIdx = startSample + s
         if (destIdx < 0 || destIdx >= totalSamples) continue
         const value = pcm.readInt16LE(s * BYTES_PER_SAMPLE)
-        mixBuffer[destIdx] += value * src.volume
+        let gain = src.volume
+        if (hasFade) {
+          const frame = (s / NUM_CHANNELS) | 0
+          if (fadeInFrames > 0 && frame < fadeInFrames) {
+            gain *= frame / fadeInFrames
+          }
+          if (fadeOutFrames > 0 && frame >= clipFrames - fadeOutFrames) {
+            gain *= Math.max(0, (clipFrames - frame) / fadeOutFrames)
+          }
+        }
+        mixBuffer[destIdx] += value * gain
       }
       logger.info( `[Export] Audio ${i + 1}: mixed ${numPcmSamples} samples (${(numPcmSamples / SAMPLE_RATE / NUM_CHANNELS).toFixed(2)}s) at offset frame ${startFrame}`)
     } catch (err: any) {
diff --git a/electron/export/timeline.ts b/electron/export/timeline.ts
index 29393f974..b4e363b1b 100644
--- a/electron/export/timeline.ts
+++ b/electron/export/timeline.ts
@@ -10,7 +10,7 @@ export interface ClipTransition {
 export interface ExportClip {
   path: string; type: string; startTime: number; duration: number; trimStart: number;
   speed: number; reversed: boolean; flipH: boolean; flipV: boolean; opacity: number; trackIndex: number;
-  muted: boolean; volume: number;
+  muted: boolean; volume: number; audioFadeIn?: number; audioFadeOut?: number;
   colorCorrection?: ColorCorrection; transitionIn?: ClipTransition; transitionOut?: ClipTransition;
 }
 
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 535f01916..2589d914a 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -179,6 +179,8 @@ export function ExportModal({ projectName }: ExportModalProps) {
         trackIndex: clip.trackIndex,
         muted: clip.muted || false,
         volume: clip.volume ?? 1,
+        audioFadeIn: clip.audioFadeIn ?? 0,
+        audioFadeOut: clip.audioFadeOut ?? 0,
         colorCorrection: clip.colorCorrection,
         transitionIn: clip.transitionIn,
         transitionOut: clip.transitionOut,
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 11133c525..91e2aaeef 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -321,6 +321,8 @@ export const timelineClipSchema = z.object({
   reversed: z.boolean().default(false),
   muted: z.boolean().default(false),
   volume: z.number().default(1),
+  audioFadeIn: z.number().optional(),
+  audioFadeOut: z.number().optional(),
   trackIndex: z.number(),
   asset: assetSchema.nullable(),
   importedName: z.string().optional(),
diff --git a/frontend/views/editor/ClipPropertiesPanel.tsx b/frontend/views/editor/ClipPropertiesPanel.tsx
index f36d050d8..19379dc77 100644
--- a/frontend/views/editor/ClipPropertiesPanel.tsx
+++ b/frontend/views/editor/ClipPropertiesPanel.tsx
@@ -712,6 +712,40 @@ export function ClipPropertiesPanel(props: ClipPropertiesPanelProps) {
           </div>
         )}
 
+        {hasAudioControls && (() => {
+          const maxFade = Math.max(0.1, Math.min(5, selectedClip.duration / 2))
+          return (
+            <div>
+              <div className="flex items-center justify-between mb-1">
+                <label className="text-xs text-zinc-500">Fade In</label>
+                <span className="text-[10px] text-zinc-400 tabular-nums">{(selectedClip.audioFadeIn ?? 0).toFixed(1)}s</span>
+              </div>
+              <input
+                type="range"
+                min={0}
+                max={maxFade}
+                step={0.1}
+                value={Math.min(selectedClip.audioFadeIn ?? 0, maxFade)}
+                onChange={(e) => updateClip(selectedClip.id, { audioFadeIn: parseFloat(e.target.value) })}
+                className="w-full"
+              />
+              <div className="flex items-center justify-between mb-1 mt-2">
+                <label className="text-xs text-zinc-500">Fade Out</label>
+                <span className="text-[10px] text-zinc-400 tabular-nums">{(selectedClip.audioFadeOut ?? 0).toFixed(1)}s</span>
+              </div>
+              <input
+                type="range"
+                min={0}
+                max={maxFade}
+                step={0.1}
+                value={Math.min(selectedClip.audioFadeOut ?? 0, maxFade)}
+                onChange={(e) => updateClip(selectedClip.id, { audioFadeOut: parseFloat(e.target.value) })}
+                className="w-full"
+              />
+            </div>
+          )
+        })()}
+
         {hasAudioControls && (
           <div className="space-y-2">
             <label className="flex items-center gap-2 cursor-pointer">
diff --git a/frontend/views/editor/usePlaybackAudioSync.ts b/frontend/views/editor/usePlaybackAudioSync.ts
index 9c2ce9171..a53fb339e 100644
--- a/frontend/views/editor/usePlaybackAudioSync.ts
+++ b/frontend/views/editor/usePlaybackAudioSync.ts
@@ -47,6 +47,19 @@ function clipOverlapsWindow(
   return clipEnd >= time - lookBehindSeconds && clipStart <= time + lookAheadSeconds
 }
 
+/** Linear fade in/out gain (0..1) for a clip at a given TIMELINE time — mirrors
+ *  the export's envelope so the preview sounds the same as the render. */
+function fadeMultiplier(clip: TimelineClip, time: number): number {
+  const fadeIn = clip.audioFadeIn ?? 0
+  const fadeOut = clip.audioFadeOut ?? 0
+  if (fadeIn <= 0 && fadeOut <= 0) return 1
+  const t = time - clip.startTime
+  let g = 1
+  if (fadeIn > 0 && t < fadeIn) g *= Math.max(0, Math.min(1, t / fadeIn))
+  if (fadeOut > 0 && t > clip.duration - fadeOut) g *= Math.max(0, Math.min(1, (clip.duration - t) / fadeOut))
+  return g
+}
+
 function getClipStartTargetTime(clip: TimelineClip, mediaDuration: number): number {
   return clip.reversed
     ? Math.max(0, mediaDuration - clip.trimEnd)
@@ -196,7 +209,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
           const track = currentTracks[clip.trackIndex]
           const isSoloMuted = anySoloed && !track?.solo
           el.muted = clip.muted || track?.muted || isSoloMuted || false
-          applyVolume(el, clip.volume)
+          applyVolume(el, clip.volume * fadeMultiplier(clip, atTime))
 
           if (!el.__audioPlaying || isNewElement) {
             const target = computeTarget(el, atTime)
@@ -337,7 +350,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
       const track = tracks[clip.trackIndex]
       const isSoloMuted = anySoloed && !track?.solo
       el.muted = clip.muted || track?.muted || isSoloMuted || false
-      applyVolume(el, clip.volume)
+      applyVolume(el, clip.volume * fadeMultiplier(clip, currentTime))
 
       if (el.readyState < 2) continue
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index c09f3e63e..808806ed2 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -43,6 +43,8 @@ const exportClip = z.object({
   trackIndex: z.number(),
   muted: z.boolean(),
   volume: z.number(),
+  audioFadeIn: z.number().optional(),
+  audioFadeOut: z.number().optional(),
   colorCorrection: exportColorCorrection.optional(),
   transitionIn: exportClipTransition.optional(),
   transitionOut: exportClipTransition.optional(),

From 146182780ee7baa55b458cc71adf12daa61a1fc9 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 22:00:04 -0400
Subject: [PATCH 092/117] Video editor: audio waveform fade handles, seam
 crossfade, volume line
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Draggable fade-in/fade-out knobs + fade-wedge shading on audio clips
- Audio cross-dissolve at a butted audio seam (hover ⇄ Crossfade button,
  or drop a transition chip), reusing the per-clip audioFade fields so it
  bakes into preview + export for free; drag the ⇄ marker to resize it
- Rubber-band volume line per audio clip: drag up/down for 0–200% gain
  (amber above unity), wired through setClipAudioLevel

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../VideoEditorTimelineEditingPanel.tsx       | 197 +++++++++++++++++-
 1 file changed, 186 insertions(+), 11 deletions(-)

diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index cbcc51e97..b1765e578 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -12,7 +12,7 @@ import {
   X, MessageSquare, FileUp, FileDown,
   Sparkles, Type,
   Music, RefreshCw, Loader2, Link2,
-  CircleDot, Circle, PanelRight,
+  CircleDot, Circle, PanelRight, ArrowLeftRight,
 } from 'lucide-react'
 import { Button } from '../../components/ui/button'
 import { Tooltip } from '../../components/ui/tooltip'
@@ -571,6 +571,19 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
     const rightClip = clips.find(clip => clip.id === rightClipId)
     if (!leftClip || !rightClip) return
 
+    // Audio seam → cross-dissolve is the left clip fading out into the right
+    // clip fading in over the same window (reuses the per-clip audioFade fields;
+    // sized afterwards with the clips' waveform fade handles).
+    if (leftClip.type === 'audio') {
+      const dur = +Math.min(DEFAULT_DISSOLVE_DURATION, leftClip.duration / 2, rightClip.duration / 2).toFixed(2)
+      setClips(prev => prev.map(clip => {
+        if (clip.id === leftClipId) return { ...clip, audioFadeOut: dur }
+        if (clip.id === rightClipId) return { ...clip, audioFadeIn: dur }
+        return clip
+      }))
+      return
+    }
+
     setClips(prev => prev.map(clip => {
       if (clip.id === leftClipId) {
         return { ...clip, transitionOut: { type: 'dissolve' as const, duration: DEFAULT_DISSOLVE_DURATION } }
@@ -583,6 +596,15 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
   }, [clips, setClips])
 
   const removeCrossDissolve = useCallback((leftClipId: string, rightClipId: string) => {
+    const leftClip = clips.find(clip => clip.id === leftClipId)
+    if (leftClip?.type === 'audio') {
+      setClips(prev => prev.map(clip => {
+        if (clip.id === leftClipId) return { ...clip, audioFadeOut: 0 }
+        if (clip.id === rightClipId) return { ...clip, audioFadeIn: 0 }
+        return clip
+      }))
+      return
+    }
     setClips(prev => prev.map(clip => {
       if (clip.id === leftClipId) {
         return { ...clip, transitionOut: { type: 'none' as const, duration: 0.5 } }
@@ -592,7 +614,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
       }
       return clip
     }))
-  }, [setClips])
+  }, [clips, setClips])
 
   // Apply a centered transition to the seam between two clips: the left clip's
   // transitionOut and the right clip's transitionIn both become `type` (a
@@ -601,6 +623,18 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
   // drag-a-transition-onto-the-cut drop target.
   const applyJunctionTransition = useCallback((leftClipId: string, rightClipId: string, type: TransitionType) => {
     if (type === 'none') { removeCrossDissolve(leftClipId, rightClipId); return }
+    // Audio seam: any dropped transition becomes an audio cross-dissolve.
+    const leftClip = clips.find(clip => clip.id === leftClipId)
+    if (leftClip?.type === 'audio') {
+      const rightClip = clips.find(clip => clip.id === rightClipId)
+      const dur = +Math.min(DEFAULT_DISSOLVE_DURATION, leftClip.duration / 2, (rightClip?.duration ?? Infinity) / 2).toFixed(2)
+      setClips(prev => prev.map(clip => {
+        if (clip.id === leftClipId) return { ...clip, audioFadeOut: clip.audioFadeOut || dur }
+        if (clip.id === rightClipId) return { ...clip, audioFadeIn: clip.audioFadeIn || dur }
+        return clip
+      }))
+      return
+    }
     setClips(prev => prev.map(clip => {
       if (clip.id === leftClipId) {
         return { ...clip, transitionOut: { type, duration: clip.transitionOut?.duration || DEFAULT_DISSOLVE_DURATION } }
@@ -610,7 +644,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
       }
       return clip
     }))
-  }, [setClips, removeCrossDissolve])
+  }, [clips, setClips, removeCrossDissolve])
 
   const removeClip = useCallback((clipId: string) => {
     const clip = clips.find(candidate => candidate.id === clipId)
@@ -1106,7 +1140,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
   }, [trackDisplayRow, audioDividerDisplayRow, orderedTracks, videoTrackHeight, audioTrackHeight, subtitleTrackHeight])
 
   const cutPoints = useMemo(() => {
-    const points: { leftClip: TimelineClip; rightClip: TimelineClip; time: number; trackIndex: number; hasDissolve: boolean; hasTransition: boolean; transitionType: TransitionType }[] = []
+    const points: { leftClip: TimelineClip; rightClip: TimelineClip; time: number; trackIndex: number; hasDissolve: boolean; hasTransition: boolean; transitionType: TransitionType; isAudio: boolean }[] = []
     const byTrack: Map<number, TimelineClip[]> = new Map()
     for (const clip of clips) {
       if (!byTrack.has(clip.trackIndex)) byTrack.set(clip.trackIndex, [])
@@ -1119,6 +1153,13 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
         const right = sorted[i + 1]
         const leftEnd = left.startTime + left.duration
         if (Math.abs(leftEnd - right.startTime) < CUT_POINT_TOLERANCE) {
+          if (left.type === 'audio') {
+            // Audio seam: the "transition" is a cross-dissolve, present when the
+            // left clip fades out and the right clip fades in across the cut.
+            const hasXfade = (left.audioFadeOut ?? 0) > 0 && (right.audioFadeIn ?? 0) > 0
+            points.push({ leftClip: left, rightClip: right, time: leftEnd, trackIndex: trackIdx, hasDissolve: false, hasTransition: hasXfade, transitionType: 'none', isAudio: true })
+            continue
+          }
           const leftOut = left.transitionOut?.type
           const rightIn = right.transitionIn?.type
           const transitionType: TransitionType =
@@ -1127,7 +1168,7 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                 : 'none'
           const hasDissolve = transitionType === 'dissolve'
           const hasTransition = transitionType !== 'none'
-          points.push({ leftClip: left, rightClip: right, time: leftEnd, trackIndex: trackIdx, hasDissolve, hasTransition, transitionType })
+          points.push({ leftClip: left, rightClip: right, time: leftEnd, trackIndex: trackIdx, hasDissolve, hasTransition, transitionType, isAudio: false })
         }
       }
     }
@@ -2460,6 +2501,10 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                   {clips.map(clip => {
                     const liveAsset = clip.assetId ? assets.find(a => a.id === clip.assetId) : null
                     const clipColor = getColorLabel(clip.colorLabel || liveAsset?.colorLabel || clip.asset?.colorLabel)
+                    const clipWidthPx = clip.duration * pixelsPerSecond
+                    const isAudioClip = clip.type === 'audio'
+                    const fadeInPx = Math.min(clipWidthPx, (clip.audioFadeIn ?? 0) * pixelsPerSecond)
+                    const fadeOutPx = Math.min(clipWidthPx, (clip.audioFadeOut ?? 0) * pixelsPerSecond)
                     return (
                     <div
                       key={clip.id}
@@ -2537,7 +2582,80 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                         style={activeTool === 'blade' ? { cursor: SCISSORS_CURSOR } : activeTool === 'trackForward' ? { cursor: bladeShiftHeld ? TRACK_FWD_ONE_CURSOR : TRACK_FWD_ALL_CURSOR } : {}}>
                         <GripVertical className="h-3 w-3" />
                       </div>
-                      
+
+                      {/* Audio fade in/out — draggable handles + fade-wedge shading on the waveform */}
+                      {isAudioClip && (
+                        <div className="absolute inset-0 z-20 pointer-events-none">
+                          {fadeInPx > 1 && (
+                            <div className="absolute top-0 bottom-0 left-0 bg-black/45" style={{ width: fadeInPx, clipPath: 'polygon(0 0, 100% 0, 0 100%)' }} />
+                          )}
+                          {fadeOutPx > 1 && (
+                            <div className="absolute top-0 bottom-0 bg-black/45" style={{ left: clipWidthPx - fadeOutPx, width: fadeOutPx, clipPath: 'polygon(0 0, 100% 0, 100% 100%)' }} />
+                          )}
+                          <div
+                            className="absolute top-0 h-3 w-3 -translate-x-1/2 rounded-full bg-white/90 border border-emerald-600 shadow cursor-ew-resize pointer-events-auto hover:scale-125 transition-transform"
+                            style={{ left: fadeInPx }}
+                            title="Drag to set audio fade in"
+                            onMouseDown={(e) => {
+                              e.stopPropagation(); e.preventDefault()
+                              const startX = e.clientX
+                              const startFade = clip.audioFadeIn ?? 0
+                              const onMove = (ev: MouseEvent) => {
+                                const next = Math.max(0, Math.min(clip.duration / 2, startFade + (ev.clientX - startX) / pixelsPerSecond))
+                                setClips(prev => prev.map(c => c.id === clip.id ? { ...c, audioFadeIn: +next.toFixed(2) } : c))
+                              }
+                              const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                              document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ew-resize'
+                            }}
+                          />
+                          <div
+                            className="absolute top-0 h-3 w-3 -translate-x-1/2 rounded-full bg-white/90 border border-emerald-600 shadow cursor-ew-resize pointer-events-auto hover:scale-125 transition-transform"
+                            style={{ left: clipWidthPx - fadeOutPx }}
+                            title="Drag to set audio fade out"
+                            onMouseDown={(e) => {
+                              e.stopPropagation(); e.preventDefault()
+                              const startX = e.clientX
+                              const startFade = clip.audioFadeOut ?? 0
+                              const onMove = (ev: MouseEvent) => {
+                                const next = Math.max(0, Math.min(clip.duration / 2, startFade + (startX - ev.clientX) / pixelsPerSecond))
+                                setClips(prev => prev.map(c => c.id === clip.id ? { ...c, audioFadeOut: +next.toFixed(2) } : c))
+                              }
+                              const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                              document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ew-resize'
+                            }}
+                          />
+
+                          {/* Volume rubber-band line: drag up/down to set clip gain (0–200%). */}
+                          {(() => {
+                            const vol = clip.volume ?? 1
+                            const topPct = 18 + (1 - vol / 2) * 72
+                            const usablePx = Math.max(1, (getTrackHeight(clip.trackIndex) - 8) * 0.72)
+                            return (
+                              <div
+                                className="absolute left-5 right-1 h-2.5 -translate-y-1/2 cursor-ns-resize pointer-events-auto group/vol"
+                                style={{ top: `${topPct}%` }}
+                                title="Drag to set volume"
+                                onMouseDown={(e) => {
+                                  e.stopPropagation(); e.preventDefault()
+                                  const startY = e.clientY
+                                  const startVol = clip.volume ?? 1
+                                  const onMove = (ev: MouseEvent) => {
+                                    const next = Math.max(0, Math.min(2, startVol - ((ev.clientY - startY) / usablePx) * 2))
+                                    actions.setClipAudioLevel(clip.id, +next.toFixed(2))
+                                  }
+                                  const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                                  document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ns-resize'
+                                }}
+                              >
+                                <div className={`absolute inset-x-0 top-1/2 -translate-y-1/2 h-0.5 rounded-full transition-colors ${vol > 1 ? 'bg-amber-300/80' : 'bg-emerald-300/70'} group-hover/vol:bg-white`} />
+                                <div className="absolute right-1.5 top-1/2 h-2.5 w-2.5 -translate-y-1/2 rounded-full bg-white/90 border border-emerald-700 shadow opacity-0 group-hover/vol:opacity-100 transition-opacity" />
+                                <span className="absolute left-1 -top-3 text-[8px] text-white bg-black/60 px-1 rounded opacity-0 group-hover/vol:opacity-100 transition-opacity whitespace-nowrap tabular-nums">{Math.round(vol * 100)}%</span>
+                              </div>
+                            )
+                          })()}
+                        </div>
+                      )}
+
                       <div className="h-full flex items-center pl-5 pr-2 gap-2">
                         {clip.type === 'adjustment' ? (
                           <div className="h-8 w-8 flex-shrink-0 rounded bg-blue-800/30 border border-blue-600/30 flex items-center justify-center">
@@ -3020,9 +3138,9 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                         key={`cut-${cp.leftClip.id}-${cp.rightClip.id}`}
                         className="absolute z-20"
                         style={{
-                          left: `${cp.hasTransition ? leftPx - dissolveWidthPx : leftPx - 12}px`,
+                          left: `${!cp.isAudio && cp.hasTransition ? leftPx - dissolveWidthPx : leftPx - 12}px`,
                           top: `${topPx - 24}px`,
-                          width: `${cp.hasTransition ? dissolveWidthPx * 2 : 24}px`,
+                          width: `${!cp.isAudio && cp.hasTransition ? dissolveWidthPx * 2 : 24}px`,
                           height: `${48 + 24}px`, /* extend upward to include popup zone */
                         }}
                         onMouseEnter={() => setHoveredCutPoint({
@@ -3055,12 +3173,69 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                             tick on empty seams, brighter with a transition, glowing on drag-over. */}
                         <div
                           className={`absolute top-6 bottom-0 rounded-full transition-all ${isDragOver ? 'w-1.5 shadow-[0_0_8px_rgba(96,165,250,0.9)]' : 'w-0.5'} ${
-                            isDragOver || isHovered ? 'bg-blue-400' : cp.hasTransition ? 'bg-blue-500/60' : 'bg-zinc-500/25'
+                            isDragOver || isHovered ? 'bg-blue-400' : cp.hasTransition ? (cp.isAudio ? 'bg-emerald-400/70' : 'bg-blue-500/60') : 'bg-zinc-500/25'
                           }`}
-                          style={{ left: `${cp.hasTransition ? dissolveWidthPx : 12}px`, transform: 'translateX(-50%)' }}
+                          style={{ left: `${!cp.isAudio && cp.hasTransition ? dissolveWidthPx : 12}px`, transform: 'translateX(-50%)' }}
                         />
                         
-                        {cp.hasTransition ? (
+                        {cp.isAudio ? (
+                          <>
+                            {/* Audio cross-dissolve marker + quick add/remove. The
+                                fade lengths are sized with the clips' own waveform
+                                fade handles, so the seam UI stays compact. */}
+                            {cp.hasTransition && (
+                              <div
+                                className="absolute flex items-center justify-center cursor-ew-resize z-30 group/xf"
+                                style={{ left: '12px', top: '24px', transform: 'translateX(-50%)', height: '48px', width: '30px' }}
+                                title="Drag to lengthen or shorten the crossfade"
+                                onMouseDown={(e) => {
+                                  e.stopPropagation(); e.preventDefault()
+                                  const startX = e.clientX
+                                  const startDur = cp.leftClip.audioFadeOut ?? 0
+                                  const maxDur = Math.min(cp.leftClip.duration, cp.rightClip.duration) / 2
+                                  const onMove = (ev: MouseEvent) => {
+                                    const next = Math.max(0.1, Math.min(maxDur, startDur + (ev.clientX - startX) / pixelsPerSecond))
+                                    setClips(prev => prev.map(c => {
+                                      if (c.id === cp.leftClip.id) return { ...c, audioFadeOut: +next.toFixed(2) }
+                                      if (c.id === cp.rightClip.id) return { ...c, audioFadeIn: +next.toFixed(2) }
+                                      return c
+                                    }))
+                                  }
+                                  const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                                  document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ew-resize'
+                                }}
+                              >
+                                <span className="text-[9px] text-emerald-200/90 font-medium bg-black/60 px-1.5 py-0.5 rounded whitespace-nowrap flex items-center gap-0.5 pointer-events-none group-hover/xf:bg-emerald-900/80 group-hover/xf:text-emerald-100 transition-colors">
+                                  <ArrowLeftRight className="h-2.5 w-2.5" />
+                                  {(cp.leftClip.audioFadeOut ?? 0).toFixed(1)}s
+                                </span>
+                              </div>
+                            )}
+                            {isHovered && (
+                              <div
+                                className="absolute left-1/2 -translate-x-1/2 top-0 whitespace-nowrap z-40"
+                                onClick={(e) => e.stopPropagation()}
+                              >
+                                {cp.hasTransition ? (
+                                  <button
+                                    className="px-2 py-0.5 rounded bg-red-900/80 border border-red-700 text-[9px] text-red-300 hover:bg-red-800 transition-colors shadow-lg"
+                                    onClick={() => removeCrossDissolve(cp.leftClip.id, cp.rightClip.id)}
+                                  >
+                                    Remove
+                                  </button>
+                                ) : (
+                                  <button
+                                    className="px-2 py-1 rounded-lg bg-emerald-600/90 border border-emerald-500 text-[10px] text-white hover:bg-emerald-500 transition-colors shadow-lg flex items-center gap-1"
+                                    onClick={() => addCrossDissolve(cp.leftClip.id, cp.rightClip.id)}
+                                  >
+                                    <ArrowLeftRight className="h-3 w-3" />
+                                    Crossfade
+                                  </button>
+                                )}
+                              </div>
+                            )}
+                          </>
+                        ) : cp.hasTransition ? (
                           <>
                             {/* Transition region visual (gradient bar straddling the seam) */}
                             <div

From 856b6cd329dcb7e350643d634de16e6b1859a867 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 16 Sep 2026 22:21:41 -0400
Subject: [PATCH 093/117] Video editor: audio volume automation keyframes

Draw a volume envelope on an audio clip: double-click the flat volume
line to start keyframing, double-click the curve to add points, drag
dots to shape gain (0-200%) over time, double-click a dot to remove.
Piecewise-linear interpolation, composed on top of the fade envelope.

Wired through model (volumeKeyframes), Web Audio preview
(usePlaybackAudioSync), and the PCM export mixer (audio-mix), plus the
export schema/plumbing (ExportModal, electron-api-schema, timeline).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/audio-mix.ts                  |  37 +++++-
 electron/export/timeline.ts                   |   1 +
 frontend/components/ExportModal.tsx           |   1 +
 frontend/types/project-model.ts               |   4 +
 .../VideoEditorTimelineEditingPanel.tsx       | 123 ++++++++++++++----
 frontend/views/editor/usePlaybackAudioSync.ts |  10 +-
 frontend/views/editor/video-editor-utils.ts   |  24 ++++
 shared/electron-api-schema.ts                 |   1 +
 8 files changed, 172 insertions(+), 29 deletions(-)

diff --git a/electron/export/audio-mix.ts b/electron/export/audio-mix.ts
index fad9ebd77..16e0d7cd6 100644
--- a/electron/export/audio-mix.ts
+++ b/electron/export/audio-mix.ts
@@ -53,6 +53,23 @@ interface AudioSource {
   filePath: string; trimStart: number; trimEnd: number;
   timelineStart: number; speed: number; reversed: boolean; volume: number;
   audioFadeIn: number; audioFadeOut: number;
+  volumeKeyframes?: { t: number; value: number }[];
+}
+
+/** Sample a pre-sorted piecewise-linear volume envelope at time `t` (seconds
+ *  from clip start); clamps to the first/last keyframe outside the range. */
+function sampleVolumeEnvelope(ks: { t: number; value: number }[], t: number): number {
+  if (t <= ks[0].t) return ks[0].value
+  const last = ks[ks.length - 1]
+  if (t >= last.t) return last.value
+  for (let i = 0; i < ks.length - 1; i++) {
+    const a = ks[i], b = ks[i + 1]
+    if (t >= a.t && t <= b.t) {
+      const span = b.t - a.t
+      return span <= 0 ? b.value : a.value + (b.value - a.value) * ((t - a.t) / span)
+    }
+  }
+  return last.value
 }
 
 /**
@@ -69,7 +86,9 @@ export async function mixAudioToPcm(
   const audioSources: AudioSource[] = []
 
   for (const c of clips) {
-    if (c.muted || c.volume <= 0) continue
+    const hasKeyframes = !!(c.volumeKeyframes && c.volumeKeyframes.length > 0)
+    // A keyframed clip can be audible even if its flat volume is 0.
+    if (c.muted || (c.volume <= 0 && !hasKeyframes)) continue
     const fp = c.path
     if (!fp || !fs.existsSync(fp)) continue
 
@@ -84,6 +103,7 @@ export async function mixAudioToPcm(
         volume: c.volume,
         audioFadeIn: c.audioFadeIn ?? 0,
         audioFadeOut: c.audioFadeOut ?? 0,
+        volumeKeyframes: c.volumeKeyframes,
       })
     } else if (c.type === 'video') {
       if (!audioProbeCache.has(fp)) {
@@ -100,6 +120,7 @@ export async function mixAudioToPcm(
         volume: c.volume,
         audioFadeIn: c.audioFadeIn ?? 0,
         audioFadeOut: c.audioFadeOut ?? 0,
+        volumeKeyframes: c.volumeKeyframes,
       })
     }
   }
@@ -127,13 +148,23 @@ export async function mixAudioToPcm(
       const fadeOutFrames = Math.max(0, Math.round((src.audioFadeOut || 0) * SAMPLE_RATE))
       const hasFade = fadeInFrames > 0 || fadeOutFrames > 0
 
+      // Volume automation envelope (pre-sorted once); sampled per frame below.
+      const kfs = (src.volumeKeyframes && src.volumeKeyframes.length > 0)
+        ? [...src.volumeKeyframes].sort((a, b) => a.t - b.t)
+        : null
+      let baseGain = src.volume
+
       for (let s = 0; s < numPcmSamples; s++) {
         const destIdx = startSample + s
         if (destIdx < 0 || destIdx >= totalSamples) continue
+        const frame = (s / NUM_CHANNELS) | 0
+        // Recompute the automated base gain once per stereo frame (channel 0).
+        if (kfs && (s % NUM_CHANNELS) === 0) {
+          baseGain = sampleVolumeEnvelope(kfs, frame / SAMPLE_RATE)
+        }
         const value = pcm.readInt16LE(s * BYTES_PER_SAMPLE)
-        let gain = src.volume
+        let gain = kfs ? baseGain : src.volume
         if (hasFade) {
-          const frame = (s / NUM_CHANNELS) | 0
           if (fadeInFrames > 0 && frame < fadeInFrames) {
             gain *= frame / fadeInFrames
           }
diff --git a/electron/export/timeline.ts b/electron/export/timeline.ts
index b4e363b1b..a257f6bfc 100644
--- a/electron/export/timeline.ts
+++ b/electron/export/timeline.ts
@@ -11,6 +11,7 @@ export interface ExportClip {
   path: string; type: string; startTime: number; duration: number; trimStart: number;
   speed: number; reversed: boolean; flipH: boolean; flipV: boolean; opacity: number; trackIndex: number;
   muted: boolean; volume: number; audioFadeIn?: number; audioFadeOut?: number;
+  volumeKeyframes?: { t: number; value: number }[];
   colorCorrection?: ColorCorrection; transitionIn?: ClipTransition; transitionOut?: ClipTransition;
 }
 
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 2589d914a..207eb959b 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -181,6 +181,7 @@ export function ExportModal({ projectName }: ExportModalProps) {
         volume: clip.volume ?? 1,
         audioFadeIn: clip.audioFadeIn ?? 0,
         audioFadeOut: clip.audioFadeOut ?? 0,
+        volumeKeyframes: clip.volumeKeyframes,
         colorCorrection: clip.colorCorrection,
         transitionIn: clip.transitionIn,
         transitionOut: clip.transitionOut,
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 91e2aaeef..b62d0c507 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -323,6 +323,10 @@ export const timelineClipSchema = z.object({
   volume: z.number().default(1),
   audioFadeIn: z.number().optional(),
   audioFadeOut: z.number().optional(),
+  // Volume automation: piecewise-linear gain envelope, t = seconds from clip
+  // start, value = 0..2. When present + non-empty, replaces the flat `volume`
+  // as the base gain (the fade envelope still multiplies on top).
+  volumeKeyframes: z.array(z.object({ t: z.number(), value: z.number() })).optional(),
   trackIndex: z.number(),
   asset: assetSchema.nullable(),
   importedName: z.string().optional(),
diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index b1765e578..6e567e972 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -2625,32 +2625,107 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                             }}
                           />
 
-                          {/* Volume rubber-band line: drag up/down to set clip gain (0–200%). */}
+                          {/* Volume line + automation keyframes. Flat = drag for gain,
+                              double-click to start keyframing. Keyframed = a polyline
+                              with draggable dots; double-click a dot removes it, the
+                              line adds one. Value 0..2 maps to the 18%..90% band. */}
                           {(() => {
-                            const vol = clip.volume ?? 1
-                            const topPct = 18 + (1 - vol / 2) * 72
-                            const usablePx = Math.max(1, (getTrackHeight(clip.trackIndex) - 8) * 0.72)
+                            const clipHeightPx = getTrackHeight(clip.trackIndex) - 8
+                            const kfs = clip.volumeKeyframes && clip.volumeKeyframes.length > 0
+                              ? [...clip.volumeKeyframes].sort((a, b) => a.t - b.t)
+                              : null
+                            const valueToTopPct = (v: number) => 18 + (1 - v / 2) * 72
+                            // (t, value) from a mouse event, resolved against the clip box.
+                            const posFromEvent = (ev: { clientX: number; clientY: number }, el: HTMLElement) => {
+                              const rect = (el.closest('[data-clip-id]') as HTMLElement | null)?.getBoundingClientRect()
+                              if (!rect) return null
+                              const t = Math.max(0, Math.min(clip.duration, (ev.clientX - rect.left) / pixelsPerSecond))
+                              const topPct = ((ev.clientY - rect.top) / rect.height) * 100
+                              const value = Math.max(0, Math.min(2, (1 - (topPct - 18) / 72) * 2))
+                              return { t, value }
+                            }
+                            const applyKfs = (next: { t: number; value: number }[]) =>
+                              setClips(prev => prev.map(c => c.id === clip.id ? { ...c, volumeKeyframes: next.length ? next : undefined } : c))
+
+                            if (!kfs) {
+                              const vol = clip.volume ?? 1
+                              const usablePx = Math.max(1, clipHeightPx * 0.72)
+                              return (
+                                <div
+                                  className="absolute left-5 right-1 h-2.5 -translate-y-1/2 cursor-ns-resize pointer-events-auto group/vol"
+                                  style={{ top: `${valueToTopPct(vol)}%` }}
+                                  title="Drag to set volume · double-click to add keyframes"
+                                  onMouseDown={(e) => {
+                                    e.stopPropagation(); e.preventDefault()
+                                    const startY = e.clientY
+                                    const startVol = clip.volume ?? 1
+                                    const onMove = (ev: MouseEvent) => {
+                                      const next = Math.max(0, Math.min(2, startVol - ((ev.clientY - startY) / usablePx) * 2))
+                                      actions.setClipAudioLevel(clip.id, +next.toFixed(2))
+                                    }
+                                    const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                                    document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ns-resize'
+                                  }}
+                                  onDoubleClick={(e) => {
+                                    e.stopPropagation()
+                                    const p = posFromEvent(e, e.currentTarget)
+                                    if (!p) return
+                                    const seeded = [{ t: 0, value: vol }, { t: clip.duration, value: vol }, { t: +p.t.toFixed(3), value: +p.value.toFixed(3) }]
+                                      .sort((a, b) => a.t - b.t)
+                                    applyKfs(seeded)
+                                  }}
+                                >
+                                  <div className={`absolute inset-x-0 top-1/2 -translate-y-1/2 h-0.5 rounded-full transition-colors ${vol > 1 ? 'bg-amber-300/80' : 'bg-emerald-300/70'} group-hover/vol:bg-white`} />
+                                  <div className="absolute right-1.5 top-1/2 h-2.5 w-2.5 -translate-y-1/2 rounded-full bg-white/90 border border-emerald-700 shadow opacity-0 group-hover/vol:opacity-100 transition-opacity" />
+                                  <span className="absolute left-1 -top-3 text-[8px] text-white bg-black/60 px-1 rounded opacity-0 group-hover/vol:opacity-100 transition-opacity whitespace-nowrap tabular-nums">{Math.round(vol * 100)}%</span>
+                                </div>
+                              )
+                            }
+
+                            const pts = kfs.map(k => `${Math.min(clipWidthPx, k.t * pixelsPerSecond)},${valueToTopPct(k.value) / 100 * clipHeightPx}`).join(' ')
                             return (
-                              <div
-                                className="absolute left-5 right-1 h-2.5 -translate-y-1/2 cursor-ns-resize pointer-events-auto group/vol"
-                                style={{ top: `${topPct}%` }}
-                                title="Drag to set volume"
-                                onMouseDown={(e) => {
-                                  e.stopPropagation(); e.preventDefault()
-                                  const startY = e.clientY
-                                  const startVol = clip.volume ?? 1
-                                  const onMove = (ev: MouseEvent) => {
-                                    const next = Math.max(0, Math.min(2, startVol - ((ev.clientY - startY) / usablePx) * 2))
-                                    actions.setClipAudioLevel(clip.id, +next.toFixed(2))
-                                  }
-                                  const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
-                                  document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'ns-resize'
-                                }}
-                              >
-                                <div className={`absolute inset-x-0 top-1/2 -translate-y-1/2 h-0.5 rounded-full transition-colors ${vol > 1 ? 'bg-amber-300/80' : 'bg-emerald-300/70'} group-hover/vol:bg-white`} />
-                                <div className="absolute right-1.5 top-1/2 h-2.5 w-2.5 -translate-y-1/2 rounded-full bg-white/90 border border-emerald-700 shadow opacity-0 group-hover/vol:opacity-100 transition-opacity" />
-                                <span className="absolute left-1 -top-3 text-[8px] text-white bg-black/60 px-1 rounded opacity-0 group-hover/vol:opacity-100 transition-opacity whitespace-nowrap tabular-nums">{Math.round(vol * 100)}%</span>
-                              </div>
+                              <>
+                                <svg className="absolute inset-0" width={clipWidthPx} height={clipHeightPx} style={{ pointerEvents: 'none', overflow: 'visible' }}>
+                                  <polyline points={pts} fill="none" stroke="rgba(110,231,183,0.95)" strokeWidth={1.5} style={{ pointerEvents: 'none' }} />
+                                  <polyline
+                                    points={pts} fill="none" stroke="transparent" strokeWidth={14}
+                                    style={{ pointerEvents: 'stroke', cursor: 'copy' }}
+                                    onDoubleClick={(e) => {
+                                      e.stopPropagation()
+                                      const p = posFromEvent(e, e.currentTarget as unknown as HTMLElement)
+                                      if (!p) return
+                                      applyKfs([...kfs, { t: +p.t.toFixed(3), value: +p.value.toFixed(3) }].sort((a, b) => a.t - b.t))
+                                    }}
+                                  />
+                                </svg>
+                                {kfs.map((k, idx) => (
+                                  <div
+                                    key={idx}
+                                    className="absolute h-2.5 w-2.5 -translate-x-1/2 -translate-y-1/2 rounded-full bg-white border border-emerald-600 shadow cursor-move pointer-events-auto hover:scale-125 transition-transform z-30"
+                                    style={{ left: `${Math.min(clipWidthPx, k.t * pixelsPerSecond)}px`, top: `${valueToTopPct(k.value)}%` }}
+                                    title={`${Math.round(k.value * 100)}% · double-click to remove`}
+                                    onMouseDown={(e) => {
+                                      e.stopPropagation(); e.preventDefault()
+                                      const dotEl = e.currentTarget as HTMLElement
+                                      const base = kfs
+                                      const prevT = idx > 0 ? base[idx - 1].t : 0
+                                      const nextT = idx < base.length - 1 ? base[idx + 1].t : clip.duration
+                                      const onMove = (ev: MouseEvent) => {
+                                        const p = posFromEvent(ev, dotEl)
+                                        if (!p) return
+                                        const t = Math.max(prevT, Math.min(nextT, p.t))
+                                        applyKfs(base.map((kk, i) => i === idx ? { t: +t.toFixed(3), value: +p.value.toFixed(3) } : kk))
+                                      }
+                                      const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); document.body.style.cursor = '' }
+                                      document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); document.body.style.cursor = 'grabbing'
+                                    }}
+                                    onDoubleClick={(e) => {
+                                      e.stopPropagation()
+                                      applyKfs(kfs.filter((_, i) => i !== idx))
+                                    }}
+                                  />
+                                ))}
+                              </>
                             )
                           })()}
                         </div>
diff --git a/frontend/views/editor/usePlaybackAudioSync.ts b/frontend/views/editor/usePlaybackAudioSync.ts
index a53fb339e..9cc60e184 100644
--- a/frontend/views/editor/usePlaybackAudioSync.ts
+++ b/frontend/views/editor/usePlaybackAudioSync.ts
@@ -11,6 +11,7 @@ import {
   selectTracks,
 } from './editor-selectors'
 import { useEditorGetState, useEditorStore } from './editor-store'
+import { volumeAtTime } from './video-editor-utils'
 
 interface UsePlaybackAudioSyncParams {
   playbackTimeRef: React.MutableRefObject<number>
@@ -60,6 +61,11 @@ function fadeMultiplier(clip: TimelineClip, time: number): number {
   return g
 }
 
+/** Base gain from the volume-automation envelope (or the flat volume), before fades. */
+function baseVolume(clip: TimelineClip, time: number): number {
+  return volumeAtTime(clip.volumeKeyframes, time - clip.startTime, clip.volume)
+}
+
 function getClipStartTargetTime(clip: TimelineClip, mediaDuration: number): number {
   return clip.reversed
     ? Math.max(0, mediaDuration - clip.trimEnd)
@@ -209,7 +215,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
           const track = currentTracks[clip.trackIndex]
           const isSoloMuted = anySoloed && !track?.solo
           el.muted = clip.muted || track?.muted || isSoloMuted || false
-          applyVolume(el, clip.volume * fadeMultiplier(clip, atTime))
+          applyVolume(el, baseVolume(clip, atTime) * fadeMultiplier(clip, atTime))
 
           if (!el.__audioPlaying || isNewElement) {
             const target = computeTarget(el, atTime)
@@ -350,7 +356,7 @@ export function usePlaybackAudioSync(params: UsePlaybackAudioSyncParams) {
       const track = tracks[clip.trackIndex]
       const isSoloMuted = anySoloed && !track?.solo
       el.muted = clip.muted || track?.muted || isSoloMuted || false
-      applyVolume(el, clip.volume * fadeMultiplier(clip, currentTime))
+      applyVolume(el, baseVolume(clip, currentTime) * fadeMultiplier(clip, currentTime))
 
       if (el.readyState < 2) continue
 
diff --git a/frontend/views/editor/video-editor-utils.ts b/frontend/views/editor/video-editor-utils.ts
index 541958b37..4099459dd 100644
--- a/frontend/views/editor/video-editor-utils.ts
+++ b/frontend/views/editor/video-editor-utils.ts
@@ -67,6 +67,30 @@ export const CUT_POINT_TOLERANCE = 0.05
 /** Default cross-dissolve duration in seconds */
 export const DEFAULT_DISSOLVE_DURATION = 0.5
 
+/** A single volume-automation keyframe: `t` seconds from clip start, `value` gain 0..2. */
+export interface VolumeKeyframe { t: number; value: number }
+
+/**
+ * Piecewise-linear volume envelope sampled at time `t` (seconds from clip start).
+ * Returns `flat` when there are no keyframes; clamps to the first/last keyframe
+ * value before/after the envelope. Sorts defensively (arrays are tiny).
+ */
+export function volumeAtTime(keyframes: VolumeKeyframe[] | undefined, t: number, flat: number): number {
+  if (!keyframes || keyframes.length === 0) return flat
+  const ks = keyframes.length > 1 ? [...keyframes].sort((a, b) => a.t - b.t) : keyframes
+  if (t <= ks[0].t) return ks[0].value
+  const last = ks[ks.length - 1]
+  if (t >= last.t) return last.value
+  for (let i = 0; i < ks.length - 1; i++) {
+    const a = ks[i], b = ks[i + 1]
+    if (t >= a.t && t <= b.t) {
+      const span = b.t - a.t
+      return span <= 0 ? b.value : a.value + (b.value - a.value) * ((t - a.t) / span)
+    }
+  }
+  return last.value
+}
+
 // ── Resizable layout constants ───────────────────────────────────────
 
 export const LAYOUT_STORAGE_KEY = 'ltx-video-editor-layout'
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 808806ed2..9608a92f1 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -45,6 +45,7 @@ const exportClip = z.object({
   volume: z.number(),
   audioFadeIn: z.number().optional(),
   audioFadeOut: z.number().optional(),
+  volumeKeyframes: z.array(z.object({ t: z.number(), value: z.number() })).optional(),
   colorCorrection: exportColorCorrection.optional(),
   transitionIn: exportClipTransition.optional(),
   transitionOut: exportClipTransition.optional(),

From 9409b5d85e5f6d67118b67a48357830f9b35cc17 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 17 Sep 2026 00:02:09 -0400
Subject: [PATCH 094/117] Video editor: text overlay fade in / fade out

Add Fade In / Fade Out sliders to the text overlay properties panel,
defaulting to 0.5s each (a soft fade is almost always wanted; set 0 for
a hard cut). Opacity rides the fade in both the live preview and export.

- Model: textFadeIn/textFadeOut on the clip (optional, capped at half
  the clip); shared textFadeMultiplier helper
- Preview: inline opacity for scrub/paused + a per-frame raf during
  playback (the frame loop short-circuits on unchanged clip sets)
- Export: drawtext alpha='max(0,min(1,...))' ramp, validated against the
  bundled ffmpeg; plumbed via ExportModal -> IPC schema -> video-filter

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/video-filter.ts               | 15 ++++++++++
 frontend/components/ExportModal.tsx           |  2 ++
 frontend/types/project-model.ts               |  4 +++
 frontend/views/editor/ClipPropertiesPanel.tsx | 25 ++++++++++++++++
 frontend/views/editor/ProgramMonitor.tsx      | 30 +++++++++++++++++--
 frontend/views/editor/video-editor-utils.ts   | 22 ++++++++++++++
 shared/electron-api-schema.ts                 |  2 ++
 7 files changed, 98 insertions(+), 2 deletions(-)

diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 90497d88b..6c499f85c 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -7,6 +7,7 @@ export interface ExportSubtitle {
 
 export interface ExportTextOverlay {
   text: string; startTime: number; endTime: number;
+  fadeIn?: number; fadeOut?: number;
   style: {
     fontSize: number; color: string; backgroundColor: string;
     positionX: number; positionY: number;
@@ -418,6 +419,20 @@ export function buildVideoFilterGraph(
         parts.push(`boxborderw=${Math.max(0, Math.round((s.padding ?? 0) * hf))}`)
       }
 
+      // Opacity fade in/out via a time-based alpha expression (defaults 0.5s,
+      // each capped at half the overlay). Multiplies the drawtext alpha, so it
+      // rides on top of the style's own opacity. Commas escaped like `enable`.
+      const ovDur = Math.max(0.0001, ov.endTime - ov.startTime)
+      const fin = Math.min(ov.fadeIn ?? 0.5, ovDur / 2)
+      const fout = Math.min(ov.fadeOut ?? 0.5, ovDur / 2)
+      const ramps: string[] = []
+      if (fin > 0.001) ramps.push(`(t-${ov.startTime.toFixed(3)})/${fin.toFixed(3)}`)
+      if (fout > 0.001) ramps.push(`(${ov.endTime.toFixed(3)}-t)/${fout.toFixed(3)}`)
+      if (ramps.length > 0) {
+        const inner = ramps.length === 2 ? `min(${ramps[0]}\\,${ramps[1]})` : ramps[0]
+        parts.push(`alpha='max(0\\,min(1\\,${inner}))'`)
+      }
+
       parts.push(`enable='between(t\\,${ov.startTime.toFixed(3)}\\,${ov.endTime.toFixed(3)})'`)
 
       filterParts.push(`[${lastLabel}]drawtext=${parts.join(':')}[${nextLabel}]`)
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 207eb959b..2c3ebf63a 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -216,6 +216,8 @@ export function ExportModal({ projectName }: ExportModalProps) {
           text: ts.text,
           startTime: clip.startTime,
           endTime: clip.startTime + clip.duration,
+          fadeIn: clip.textFadeIn ?? 0.5,
+          fadeOut: clip.textFadeOut ?? 0.5,
           style: {
             fontSize: ts.fontSize,
             color: ts.color,
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index b62d0c507..551649638 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -327,6 +327,10 @@ export const timelineClipSchema = z.object({
   // start, value = 0..2. When present + non-empty, replaces the flat `volume`
   // as the base gain (the fade envelope still multiplies on top).
   volumeKeyframes: z.array(z.object({ t: z.number(), value: z.number() })).optional(),
+  // Text-overlay opacity fade in/out (seconds). Unset = the 0.5s default (a soft
+  // in/out is almost always wanted); set 0 explicitly for a hard cut.
+  textFadeIn: z.number().optional(),
+  textFadeOut: z.number().optional(),
   trackIndex: z.number(),
   asset: assetSchema.nullable(),
   importedName: z.string().optional(),
diff --git a/frontend/views/editor/ClipPropertiesPanel.tsx b/frontend/views/editor/ClipPropertiesPanel.tsx
index 19379dc77..85e43a829 100644
--- a/frontend/views/editor/ClipPropertiesPanel.tsx
+++ b/frontend/views/editor/ClipPropertiesPanel.tsx
@@ -577,6 +577,31 @@ export function ClipPropertiesPanel(props: ClipPropertiesPanelProps) {
                 </div>
               </div>
 
+              {/* Fade in / out (opacity envelope over the clip's life) */}
+              {(() => {
+                const maxFade = Math.max(0.1, selectedClip.duration / 2)
+                const fadeIn = Math.min(selectedClip.textFadeIn ?? 0.5, maxFade)
+                const fadeOut = Math.min(selectedClip.textFadeOut ?? 0.5, maxFade)
+                return (
+                  <div className="space-y-1.5 pt-1">
+                    <div className="flex items-center justify-between">
+                      <span className="text-[10px] text-zinc-400">Fade In</span>
+                      <div className="flex items-center gap-2">
+                        <input type="range" min={0} max={maxFade} step={0.1} value={fadeIn} onChange={e => updateClip(selectedClip.id, { textFadeIn: parseFloat(e.target.value) })} className="w-20 accent-cyan-500" />
+                        <span className="text-[10px] text-zinc-300 w-8 text-right tabular-nums">{fadeIn.toFixed(1)}s</span>
+                      </div>
+                    </div>
+                    <div className="flex items-center justify-between">
+                      <span className="text-[10px] text-zinc-400">Fade Out</span>
+                      <div className="flex items-center gap-2">
+                        <input type="range" min={0} max={maxFade} step={0.1} value={fadeOut} onChange={e => updateClip(selectedClip.id, { textFadeOut: parseFloat(e.target.value) })} className="w-20 accent-cyan-500" />
+                        <span className="text-[10px] text-zinc-300 w-8 text-right tabular-nums">{fadeOut.toFixed(1)}s</span>
+                      </div>
+                    </div>
+                  </div>
+                )
+              })()}
+
               {/* Stroke */}
               <div className="flex items-center justify-between">
                 <span className="text-[10px] text-zinc-400">Outline</span>
diff --git a/frontend/views/editor/ProgramMonitor.tsx b/frontend/views/editor/ProgramMonitor.tsx
index 0a22534f8..8a2eddc4a 100644
--- a/frontend/views/editor/ProgramMonitor.tsx
+++ b/frontend/views/editor/ProgramMonitor.tsx
@@ -10,7 +10,7 @@ import { AudioWaveform } from '../../components/AudioWaveform'
 import { pathToFileUrl } from '../../lib/file-url'
 import { DEFAULT_SUBTITLE_STYLE } from '../../types/project-model'
 import type { Asset, TimelineClip, Track, SubtitleClip } from '../../types/project-model'
-import { getClipEffectStyles, getTransitionBgColor, formatTime, getShortcutLabel, tooltipLabel, getMaskedEffectOverlays } from './video-editor-utils'
+import { getClipEffectStyles, getTransitionBgColor, formatTime, getShortcutLabel, tooltipLabel, getMaskedEffectOverlays, textFadeMultiplier } from './video-editor-utils'
 import type { KeyboardLayout } from '../../lib/keyboard-shortcuts'
 import {
   selectActiveTimelineInPoint,
@@ -526,6 +526,9 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
     }
   })
   const frameSceneRef = React.useRef(frameScene)
+  // Live DOM handles for active text overlays, so playback can ride their
+  // fade-in/out opacity each frame without re-rendering React.
+  const textOverlayElsRef = React.useRef<Map<string, HTMLDivElement>>(new Map())
   const lastFrameRequestRef = React.useRef<{ state: FrameRenderState; mode: MonitorRenderMode } | null>(null)
   const playbackTimecodeRef = React.useRef<HTMLSpanElement | null>(null)
 
@@ -1076,6 +1079,27 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
     }
   }, [isPlaying, playbackTimeRef, renderFrame])
 
+  // While playing, ride each active text overlay's fade in/out opacity per frame.
+  // renderFrame short-circuits when the clip set is unchanged, so the fade can't
+  // ride React state — update the DOM opacity directly instead. Scrub/paused
+  // frames get the same value inline from the JSX above.
+  React.useEffect(() => {
+    if (!isPlaying) return
+    let id = 0
+    const tick = () => {
+      const t = playbackTimeRef.current
+      for (const tc of frameSceneRef.current.activeTextClips) {
+        const el = textOverlayElsRef.current.get(tc.id)
+        const ts = tc.textStyle
+        if (!el || !ts) continue
+        el.style.opacity = String((ts.opacity / 100) * textFadeMultiplier(tc.startTime, tc.duration, t, tc.textFadeIn, tc.textFadeOut))
+      }
+      id = requestAnimationFrame(tick)
+    }
+    id = requestAnimationFrame(tick)
+    return () => cancelAnimationFrame(id)
+  }, [isPlaying, playbackTimeRef])
+
   React.useEffect(() => {
     if (isPlaying) return
     renderFrame(currentTime, 'scrub')
@@ -1418,16 +1442,18 @@ export const ProgramMonitor = React.forwardRef<ProgramMonitorHandle, ProgramMoni
               {activeTextClips.map(tc => {
                 const ts = tc.textStyle!
                 const isSelected = selectedClipIds.has(tc.id)
+                const fadeOpacity = (ts.opacity / 100) * textFadeMultiplier(tc.startTime, tc.duration, currentTime, tc.textFadeIn, tc.textFadeOut)
                 return (
                   <div
                     key={`text-${tc.id}`}
+                    ref={(el) => { if (el) textOverlayElsRef.current.set(tc.id, el); else textOverlayElsRef.current.delete(tc.id) }}
                     className={`absolute z-[24] ${isSelected ? 'ring-2 ring-cyan-400/60 ring-offset-1 ring-offset-transparent' : ''}`}
                     style={{
                       left: `${ts.positionX}%`,
                       top: `${ts.positionY}%`,
                       transform: 'translate(-50%, -50%)',
                       maxWidth: ts.maxWidth > 0 ? `${ts.maxWidth}%` : undefined,
-                      opacity: ts.opacity / 100,
+                      opacity: fadeOpacity,
                       pointerEvents: 'auto',
                       cursor: 'move',
                     }}
diff --git a/frontend/views/editor/video-editor-utils.ts b/frontend/views/editor/video-editor-utils.ts
index 4099459dd..4fdc64748 100644
--- a/frontend/views/editor/video-editor-utils.ts
+++ b/frontend/views/editor/video-editor-utils.ts
@@ -67,6 +67,28 @@ export const CUT_POINT_TOLERANCE = 0.05
 /** Default cross-dissolve duration in seconds */
 export const DEFAULT_DISSOLVE_DURATION = 0.5
 
+/** Default text-overlay opacity fade (seconds) when the clip hasn't set one. */
+export const DEFAULT_TEXT_FADE = 0.5
+
+/**
+ * Opacity multiplier (0..1) for a text overlay's fade in/out at absolute time
+ * `time`. Fades default to DEFAULT_TEXT_FADE when unset and are each capped at
+ * half the clip so a short overlay still reaches full opacity.
+ */
+export function textFadeMultiplier(
+  startTime: number, duration: number, time: number,
+  fadeIn: number | undefined, fadeOut: number | undefined,
+): number {
+  const half = duration / 2
+  const fin = Math.min(fadeIn ?? DEFAULT_TEXT_FADE, half)
+  const fout = Math.min(fadeOut ?? DEFAULT_TEXT_FADE, half)
+  const t = time - startTime
+  let g = 1
+  if (fin > 0 && t < fin) g = Math.max(0, Math.min(1, t / fin))
+  if (fout > 0 && t > duration - fout) g = Math.min(g, Math.max(0, (duration - t) / fout))
+  return g
+}
+
 /** A single volume-automation keyframe: `t` seconds from clip start, `value` gain 0..2. */
 export interface VolumeKeyframe { t: number; value: number }
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 9608a92f1..c0463de9f 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -70,6 +70,8 @@ const exportTextOverlay = z.object({
   text: z.string(),
   startTime: z.number(),
   endTime: z.number(),
+  fadeIn: z.number().optional(),
+  fadeOut: z.number().optional(),
   style: z.object({
     fontSize: z.number(),
     color: z.string(),

From 3be0242f28147f17061ce6be18f6bbd188fab476 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Thu, 17 Sep 2026 15:00:37 -0400
Subject: [PATCH 095/117] Fix 2.5-migration GenSpace regressions + Krea 2 Stop
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Six punch-list fixes lost or broken in the LTX 2.5 migration:

- Image cancel: wire Krea 2 into the interrupt callback. Its generate()
  was the only image path not passing callback_on_step_end, so Stop set
  the interrupt Event but nothing polled it during inference — the run
  pegged the GPU to completion and only an app exit freed it. Z-Image
  already had the hook.
- Final-frame drop: give handleLastDrop the same GPM / Downloads-Browser
  source branches (and object-URL fallback) as the first-frame drop, so
  in-app library drags land on the last frame instead of silently no-op'ing.
- Multi-Angle "Add reference image": snapshot the FileList before clearing
  the input — reading e.target.files after value='' saw zero files.
- Prompt-folder visual cue: restore drag-to-attach on prompt cards
  (setPromptThumb was orphaned; only display + delete survived), with a
  downscaled thumbnail and a remove control.
- Lightbox: add a visible Download button (save image/video) to the
  enlarged asset viewer.
- Image render timer: record renderMs for images (video already did) and
  show it in the enlarged viewer plus a small badge on gallery thumbnails.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../krea2_image_generation_pipeline.py        |   5 +
 frontend/components/gpm/PromptManagerPro.tsx  | 112 ++++++++++++++++--
 .../components/gpm/QwenMultiAnglePanel.tsx    |  10 +-
 frontend/views/GenSpace.tsx                   |  70 +++++++++--
 4 files changed, 177 insertions(+), 20 deletions(-)

diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index 9ec42e561..37c9ee062 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -24,6 +24,7 @@
 from transformers import BitsAndBytesConfig as TransformersBitsAndBytesConfig
 from transformers.models.qwen3_vl.modeling_qwen3_vl import Qwen3VLModel
 
+from services.generation_interrupt import diffusers_step_callback
 from services.services_utils import (
     ImagePipelineOutputLike,
     PILImageType,
@@ -212,6 +213,10 @@ def generate(
                 generator=generator,
                 output_type="pil",
                 return_dict=True,
+                # Poll the cooperative cancel Event between denoising steps so Stop
+                # actually aborts a Krea 2 run (this was missing, unlike the Z-Image
+                # path, so cancel spun forever and only exiting the app freed the GPU).
+                callback_on_step_end=diffusers_step_callback,
             )
         finally:
             # Leftover allocator cache would starve the next run.
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 2a3eeb4a8..4afad2214 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -22,7 +22,7 @@ import {
   type GpmPromptFolder, type GpmImageFolder, type GpmImage, gpmId,
   loadPromptFolders, savePromptFolders, loadImageFolders, saveImageFolders,
   loadImages, putImage, deleteImage, exportBackup, importBackup, parseBackup,
-  loadAllPromptThumbs, deletePromptThumb,
+  loadAllPromptThumbs, setPromptThumb, deletePromptThumb,
   type GpmWorkflow, loadWorkflows, saveWorkflows,
   type GpmPerformance, loadPerformances, savePerformances, loadWorkingPerf, saveWorkingPerf,
   type GpmPanorama, loadPanoramas, putPanorama, deletePanorama, MAX_PANORAMAS,
@@ -1147,6 +1147,61 @@ function BackupRow({ onAfterImport, flash }: { onAfterImport: () => void; flash:
 }
 
 /* ---- Prompts (folders + cards) ------------------------------------------- */
+
+// Downscale a (possibly large) image data URL into a compact JPEG thumbnail so
+// the per-prompt visual cue stays light in IndexedDB. Falls back to the original
+// data URL if the image can't be decoded.
+function downscaleToThumb(dataUrl: string, maxW = 360): Promise<string> {
+  return new Promise((resolve) => {
+    const img = new window.Image()
+    img.onload = () => {
+      try {
+        const scale = Math.min(1, maxW / (img.naturalWidth || maxW))
+        const w = Math.max(1, Math.round((img.naturalWidth || maxW) * scale))
+        const h = Math.max(1, Math.round((img.naturalHeight || maxW) * scale))
+        const canvas = document.createElement('canvas')
+        canvas.width = w; canvas.height = h
+        const ctx = canvas.getContext('2d')
+        if (!ctx) { resolve(dataUrl); return }
+        ctx.drawImage(img, 0, 0, w, h)
+        resolve(canvas.toDataURL('image/jpeg', 0.82))
+      } catch {
+        resolve(dataUrl)
+      }
+    }
+    img.onerror = () => resolve(dataUrl)
+    img.src = dataUrl
+  })
+}
+
+// Pull an image data URL out of a drop from any of the app's drag sources:
+// a Prompt Manager Pro image (carries its own data URL), a Studio Assets /
+// Downloads Browser file, a Create-gallery asset, or an OS file drop.
+async function dataUrlFromImageDrop(e: React.DragEvent): Promise<string | null> {
+  const gpm = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+  if (gpm) { const d = JSON.parse(gpm) as GpmDndImage; return d.dataUrl }
+  const fileRaw = e.dataTransfer.getData(FILE_DND)
+  const assetRaw = fileRaw ? '' : e.dataTransfer.getData('asset')
+  const path = fileRaw
+    ? (JSON.parse(fileRaw) as LibFile).path
+    : assetRaw
+      ? (JSON.parse(assetRaw) as { path: string; type?: string }).path
+      : null
+  if (path) {
+    const r = await window.electronAPI?.gpmLibReadAsDataUrl?.({ path })
+    return r?.success ? r.dataUrl : null
+  }
+  const file = e.dataTransfer.files?.[0]
+  if (file?.type.startsWith('image/')) {
+    return await new Promise<string>((res, rej) => {
+      const reader = new FileReader()
+      reader.onload = () => res(String(reader.result)); reader.onerror = () => rej(reader.error)
+      reader.readAsDataURL(file)
+    })
+  }
+  return null
+}
+
 function PromptsPanel({
   ctl, onCopy, onInject, flash,
 }: { ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void; flash: (m: string) => void }) {
@@ -1177,6 +1232,33 @@ function PromptsPanel({
     persist(folders.map((f) => (f.id === fid ? { ...f, prompts: f.prompts.filter((p) => p.id !== pid) } : f)))
     if (thumbs[pid]) { void deletePromptThumb(pid); setThumbs((t) => { const n = { ...t }; delete n[pid]; return n }) }
   }
+
+  // Drag an image onto a prompt card to attach it as a visual cue (thumbnail).
+  // Accepts every app drag source; the image is downscaled before it's stored.
+  const [dragThumbId, setDragThumbId] = useState<string | null>(null)
+  const onPromptImageDrop = async (e: React.DragEvent, pid: string) => {
+    e.preventDefault()
+    setDragThumbId(null)
+    try {
+      const dataUrl = await dataUrlFromImageDrop(e)
+      if (!dataUrl) return
+      const thumb = await downscaleToThumb(dataUrl)
+      await setPromptThumb(pid, thumb)
+      setThumbs((t) => ({ ...t, [pid]: thumb }))
+      flash('Visual cue attached')
+    } catch {
+      flash('Could not attach image')
+    }
+  }
+  const removeThumb = (pid: string) => {
+    void deletePromptThumb(pid)
+    setThumbs((t) => { const n = { ...t }; delete n[pid]; return n })
+  }
+  const dropTypes = (e: React.DragEvent) =>
+    e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) ||
+    e.dataTransfer.types.includes(FILE_DND) ||
+    e.dataTransfer.types.includes('asset') ||
+    e.dataTransfer.types.includes('Files')
   // Drag-reorder folders, with a blue drop-line indicator like the Studio Assets panel.
   const onFolderDrop = (target: string, before: boolean) => {
     const dragged = dragFolder.current
@@ -1247,7 +1329,15 @@ function PromptsPanel({
             {cards.length === 0 && <p className="text-[11px]" style={{ color: C.faint }}>No prompts. Use + to add one.</p>}
             <div className="space-y-2">
               {cards.map((p) => (
-                <div key={p.id} className="rounded-lg p-2" style={{ background: C.elev, border: `1px solid ${C.border}` }}>
+                <div
+                  key={p.id}
+                  className="rounded-lg p-2"
+                  style={{ background: C.elev, border: `1px solid ${dragThumbId === p.id ? C.blue : C.border}` }}
+                  onDragOver={(e) => { if (dropTypes(e)) { e.preventDefault(); if (dragThumbId !== p.id) setDragThumbId(p.id) } }}
+                  onDragLeave={() => setDragThumbId((d) => (d === p.id ? null : d))}
+                  onDrop={(e) => { if (dropTypes(e)) void onPromptImageDrop(e, p.id) }}
+                  title="Drag an image here to attach a visual cue"
+                >
                   {editId === p.id ? (
                     <>
                       <textarea autoFocus value={draft} onChange={(e) => setDraft(e.target.value)} rows={4} className="w-full rounded px-2 py-1 text-[11px] outline-none resize-none" style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} />
@@ -1259,11 +1349,19 @@ function PromptsPanel({
                   ) : (
                     <>
                       {thumbs[p.id] && (
-                        <img
-                          src={thumbs[p.id]} alt="" loading="lazy"
-                          className="w-full rounded mb-2 object-cover"
-                          style={{ maxHeight: 120, border: `1px solid ${C.border}` }}
-                        />
+                        <div className="relative mb-2 group/thumb">
+                          <img
+                            src={thumbs[p.id]} alt="" loading="lazy"
+                            className="w-full rounded object-cover"
+                            style={{ maxHeight: 120, border: `1px solid ${C.border}` }}
+                          />
+                          <button
+                            onClick={() => removeThumb(p.id)}
+                            className="absolute top-1 right-1 h-5 w-5 flex items-center justify-center rounded-full opacity-0 group-hover/thumb:opacity-100 transition-opacity"
+                            style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }}
+                            title="Remove visual cue"
+                          ><X size={11} /></button>
+                        </div>
                       )}
                       <div className="text-[11px] leading-snug mb-2" style={{ color: C.text, maxHeight: 66, overflow: 'hidden' }}>
                         {p.text || <span style={{ color: C.faint }}>(empty)</span>}
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index 77d9557ef..cc5913b38 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -222,9 +222,13 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     if (ref) setExtraRefs((rs) => (rs.length >= MAX_EXTRA_REFS ? rs : [...rs, ref]))
   }
   const onExtraPick = async (e: React.ChangeEvent<HTMLInputElement>) => {
-    const files = e.target.files; e.target.value = ''
-    if (!files?.length) return
-    const refs = await Promise.all(Array.from(files).map(async (f) => ({ name: f.name, dataUrl: await readDataUrl(f) })))
+    // Snapshot the File objects BEFORE clearing the input: `e.target.files` is a
+    // live FileList, and setting value = '' empties it — so reading it after the
+    // reset (as this did) always saw zero files and silently added nothing.
+    const files = e.target.files ? Array.from(e.target.files) : []
+    e.target.value = ''
+    if (!files.length) return
+    const refs = await Promise.all(files.map(async (f) => ({ name: f.name, dataUrl: await readDataUrl(f) })))
     setExtraRefs((rs) => [...rs, ...refs].slice(0, MAX_EXTRA_REFS))
   }
   const removeExtra = (i: number) => setExtraRefs((rs) => rs.filter((_, idx) => idx !== i))
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index e71ef7249..e64041e16 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -91,7 +91,7 @@ import {
 import { lastFrameFromDuration, retimeKeyframesForSettings, type DraggedFrame } from '../lib/keyframe-timeline'
 import { useVideoSaveMenu } from '../components/useVideoSaveMenu'
 import { useImageSaveMenu } from '../components/useImageSaveMenu'
-import { saveToStudioAssets } from '../lib/video-save-actions'
+import { saveToStudioAssets, saveVideoFile, saveImageFile } from '../lib/video-save-actions'
 
 // Sentinel binFilter value meaning "show every asset" (vs. a real binId, or
 // null for the default untagged-only view).
@@ -248,6 +248,18 @@ function AssetCard({
           <Heart className="h-3.5 w-3.5 fill-current" />
         </button>
       )}
+
+      {/* Render time (local generations only) — parked bottom-left when idle so it
+          reads at a glance without adding to the already-busy hover control row. */}
+      {asset.renderMs != null && !isHovered && (
+        <div
+          className="absolute bottom-2 left-2 flex items-center gap-1 px-1.5 py-0.5 rounded-md bg-black/50 backdrop-blur-md text-white/90 text-[10px] font-mono tabular-nums z-10 pointer-events-none"
+          title="Render time"
+        >
+          <Clock className="h-2.5 w-2.5" />
+          {formatClock(asset.renderMs)}
+        </div>
+      )}
       
       {/* Hover overlay. Held below full opacity so the controls read as a gentle
           layer over the media rather than a harsh bright bar. */}
@@ -903,6 +915,24 @@ function PromptBar({
     e.preventDefault()
     setIsLastDragOver(false)
 
+    // Mirror handleDrop's full source handling so the last-frame chip accepts the
+    // same drags the first-frame chip does: Prompt Manager Pro images, Downloads
+    // Browser files, gallery assets, and OS file drops. (The last-frame handler
+    // used to only take gallery assets + OS files, so library drags silently no-op'd.)
+    const gpmData = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpmData) {
+      const { name, dataUrl } = JSON.parse(gpmData) as GpmDndImage
+      void saveDataUrlToTempFile(dataUrl, name).then(onInputLastImageChange).catch(() => {})
+      return
+    }
+
+    const dlData = e.dataTransfer.getData(FILE_DND)
+    if (dlData) {
+      const f = JSON.parse(dlData) as LibFile
+      if (!f.isVideo) onInputLastImageChange(f.path)
+      return
+    }
+
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
       const asset = JSON.parse(assetData) as Asset
@@ -915,9 +945,7 @@ function PromptBar({
     const file = e.dataTransfer.files?.[0]
     if (file && file.type.startsWith('image/')) {
       const filePath = window.electronAPI?.getPathForFile(file)
-      if (filePath) {
-        onInputLastImageChange(filePath)
-      }
+      onInputLastImageChange(filePath || URL.createObjectURL(file))
     }
   }
 
@@ -2758,6 +2786,14 @@ export function GenSpace() {
     if (imagePaths.length === 0 || !currentProjectId || isGenerating) return
     if (addingImagesRef.current) return
     addingImagesRef.current = true
+
+    // Wall-clock render time for this generation, mirroring the video path. A batch
+    // (variations) shares one stopwatch, so every image in the batch is tagged with the
+    // same total — the number the user watched tick on the Generating card.
+    const renderMs = generationStartRef.current != null
+      ? Date.now() - generationStartRef.current
+      : undefined
+
     const submission = generateSubmissionRef.current
     if (submission?.kind !== 'image') {
       logger.error('Image completed without a click-time submission; tagging from live picker state')
@@ -2801,6 +2837,7 @@ export function GenSpace() {
             height: copied.height,
             prompt: usedPrompt,
             resolution: usedSettings.imageResolution,
+            renderMs,
             generationParams: {
               mode: genMode,
               prompt: usedPrompt,
@@ -4067,12 +4104,25 @@ export function GenSpace() {
               <span className="text-sm text-zinc-500 font-medium">
                 {selectedIndex + 1} / {filteredAssets.length}
               </span>
-              <button
-                onClick={() => setSelectedAsset(null)}
-                className="p-2 rounded-md text-zinc-400 hover:text-white transition-colors"
-              >
-                <X className="h-6 w-6" />
-              </button>
+              <div className="flex items-center gap-1">
+                <button
+                  onClick={() => {
+                    if (selectedAsset.type === 'video') void saveVideoFile(selectedAsset.path, selectedAsset.prompt)
+                    else void saveImageFile(selectedAsset.path, selectedAsset.prompt)
+                  }}
+                  className="p-2 rounded-md text-zinc-400 hover:text-white transition-colors"
+                  title={selectedAsset.type === 'video' ? 'Save video…' : 'Save image…'}
+                >
+                  <Download className="h-6 w-6" />
+                </button>
+                <button
+                  onClick={() => setSelectedAsset(null)}
+                  className="p-2 rounded-md text-zinc-400 hover:text-white transition-colors"
+                  title="Close"
+                >
+                  <X className="h-6 w-6" />
+                </button>
+              </div>
             </div>
 
             {selectedAsset.type === 'video' ? (

From 72b1763acfb91061bf250238e704ceb7b2b3b5b5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Fri, 18 Sep 2026 15:02:14 -0400
Subject: [PATCH 096/117] Fix Z-Image Turbo hang via NF4 quantization; drop
 Krea 2 to 6 steps
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Z-Image Turbo loaded raw bf16, whose ~24.6 GB transformer alone fills a
24 GB card. enable_model_cpu_offload()'s whole-module move then overflowed
into shared system RAM and thrashed forever — uninterruptible, since cancel
is only polled between denoise steps. Port the Krea 2 pattern: NF4-quantize
the transformer (ZImageTransformer2DModel) and Qwen3 text encoder via
bitsandbytes with a disk cache beside the model, CUDA-only (MPS/CPU keep
bf16). Add the same ~1 MP activation cap and per-run allocator cleanup.
Verified on the 3090: peak VRAM 24 GB-overflow -> 6.3 GB, ~12s/gen, clean
output; cached reload ~5s.

Krea 2 measured at ~4.17s/step (NF4 compute-bound), so drop its default
from 8 to 6 steps for ~25% faster renders; add named IMAGE_STEPS_KREA2.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .../zit_image_generation_pipeline.py          | 196 +++++++++++++++---
 frontend/views/GenSpace.tsx                   |   7 +-
 2 files changed, 172 insertions(+), 31 deletions(-)

diff --git a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
index ae21c8a1e..c2fda66f5 100644
--- a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
@@ -1,26 +1,48 @@
 """Z-Image-Turbo image generation pipeline wrapper."""
 
+# ZImagePipeline / ZImageTransformer2DModel are untyped in diffusers, so values
+# derived from them read as "unknown" under pyright's strict mode. Suppress the
+# unknown-type family for this file rather than scattering per-line ignores.
+# pyright: reportUnknownMemberType=false, reportUnknownVariableType=false
+# pyright: reportUnknownParameterType=false, reportUnknownArgumentType=false
+
 from __future__ import annotations
 
 import logging
 from collections.abc import Sequence
 from dataclasses import dataclass
+from pathlib import Path
 from typing import Any, cast
 
 import torch
+from diffusers import BitsAndBytesConfig  # type: ignore[reportPrivateImportUsage]
+from diffusers import ZImageTransformer2DModel  # type: ignore[reportPrivateImportUsage]
 from diffusers.pipelines.auto_pipeline import ZImagePipeline  # type: ignore[reportUnknownVariableType]
 from PIL.Image import Image as PILImage
+from PIL.Image import Resampling
+from transformers import BitsAndBytesConfig as TransformersBitsAndBytesConfig
+from transformers.models.qwen3.modeling_qwen3 import Qwen3Model
 
 from services.generation_interrupt import diffusers_step_callback
 from services.services_utils import (
     ImagePipelineOutputLike,
     PILImageType,
     clamp_strength,
+    empty_device_cache,
     get_device_type,
+    sync_device,
 )
 
 logger = logging.getLogger(__name__)
 
+# Cached beside the model files themselves (never touches the originals) so
+# subsequent loads read the already-quantized weights instead of re-quantizing
+# the full bf16 originals. Cuts cold-load time roughly 8x and makes the load far
+# less likely to stall on the OS file cache evicting the large source shards
+# under RAM pressure (e.g. from a video model).
+_NF4_TRANSFORMER_CACHE_DIRNAME = "_nf4_transformer_cache"
+_NF4_TEXT_ENCODER_CACHE_DIRNAME = "_nf4_text_encoder_cache"
+
 
 @dataclass(slots=True)
 class _ZImageOutput:
@@ -35,14 +57,96 @@ def create(
     ) -> "ZitImageGenerationPipeline":
         return ZitImageGenerationPipeline(model_path=model_path, device=device)
 
+    @staticmethod
+    def _load_quantized_transformer(model_path: str) -> ZImageTransformer2DModel:
+        cache_dir = Path(model_path) / _NF4_TRANSFORMER_CACHE_DIRNAME
+        if (cache_dir / "config.json").exists():
+            try:
+                return ZImageTransformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                    cache_dir, torch_dtype=torch.bfloat16
+                )
+            except Exception:
+                logger.warning(
+                    "Failed to load cached NF4 Z-Image transformer from %s; re-quantizing from source.",
+                    cache_dir,
+                    exc_info=True,
+                )
+
+        quantization_config = BitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_quant_type="nf4",
+            bnb_4bit_compute_dtype=torch.bfloat16,
+        )
+        transformer = ZImageTransformer2DModel.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            model_path,
+            subfolder="transformer",
+            quantization_config=quantization_config,
+            torch_dtype=torch.bfloat16,
+        )
+        try:
+            transformer.save_pretrained(cache_dir)  # type: ignore[reportUnknownMemberType]
+        except OSError:
+            logger.warning("Failed to cache NF4 Z-Image transformer to %s", cache_dir, exc_info=True)
+        return transformer
+
+    @staticmethod
+    def _load_quantized_text_encoder(model_path: str) -> Qwen3Model:
+        cache_dir = Path(model_path) / _NF4_TEXT_ENCODER_CACHE_DIRNAME
+        if (cache_dir / "config.json").exists():
+            try:
+                return Qwen3Model.from_pretrained(cache_dir, torch_dtype=torch.bfloat16)  # type: ignore[reportUnknownMemberType]
+            except Exception:
+                logger.warning(
+                    "Failed to load cached NF4 Z-Image text encoder from %s; re-quantizing from source.",
+                    cache_dir,
+                    exc_info=True,
+                )
+
+        quantization_config = TransformersBitsAndBytesConfig(
+            load_in_4bit=True,
+            bnb_4bit_quant_type="nf4",
+            bnb_4bit_compute_dtype=torch.bfloat16,
+        )
+        text_encoder = Qwen3Model.from_pretrained(  # type: ignore[reportUnknownMemberType]
+            model_path,
+            subfolder="text_encoder",
+            quantization_config=quantization_config,
+            torch_dtype=torch.bfloat16,
+        )
+        try:
+            text_encoder.save_pretrained(cache_dir)  # type: ignore[reportUnknownMemberType]
+        except OSError:
+            logger.warning("Failed to cache NF4 Z-Image text encoder to %s", cache_dir, exc_info=True)
+        return text_encoder
+
     def __init__(self, model_path: str, device: str | None = None) -> None:
         self._device: str | None = None
         self._cpu_offload_active = False
         self._img2img: Any = None
-        self.pipeline = ZImagePipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
-            model_path,
-            torch_dtype=torch.bfloat16,
-        )
+
+        # NF4 quantization only benefits CUDA: it shrinks the ~24.6 GB bf16
+        # transformer to ~7 GB and the ~8 GB text encoder to ~3 GB. Loaded as
+        # raw bf16 the transformer alone fills a 24 GB card, so
+        # enable_model_cpu_offload()'s whole-module move overflowed into shared
+        # system RAM and thrashed forever (uninterruptible — cancel is only
+        # polled between denoise steps). Quantized, both components fit as whole
+        # modules with room for activations. bitsandbytes has no MPS backend, so
+        # other devices keep the plain bf16 components.
+        if get_device_type(device) == "cuda":
+            transformer = self._load_quantized_transformer(model_path)
+            text_encoder = self._load_quantized_text_encoder(model_path)
+            self.pipeline = ZImagePipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                model_path,
+                transformer=transformer,
+                text_encoder=text_encoder,
+                torch_dtype=torch.bfloat16,
+            )
+        else:
+            self.pipeline = ZImagePipeline.from_pretrained(  # type: ignore[reportUnknownMemberType]
+                model_path,
+                torch_dtype=torch.bfloat16,
+            )
+
         if device is not None:
             self.to(device)
 
@@ -85,6 +189,14 @@ def _normalize_output(output: object) -> ImagePipelineOutputLike:
 
         return _ZImageOutput(images=validated_images)
 
+    # Quantizing the transformer shrinks its *weights* (~24.6 GB -> ~7 GB), but
+    # activation memory still scales with pixel count regardless of quantization.
+    # Cap generation at ~1 MP (matching the Krea 2 path) so a large requested
+    # resolution can't push the denoise activations back into shared system RAM
+    # and re-introduce the thrash this quantization work fixes; the result is
+    # Lanczos-upscaled to the requested size.
+    _MAX_GENERATION_PIXELS = 1344 * 768
+
     @torch.inference_mode()
     def generate(
         self,
@@ -97,21 +209,41 @@ def generate(
     ) -> ImagePipelineOutputLike:
         # ZImagePipeline ignores guidance_scale, so we drop it explicitly.
         _ = guidance_scale
+        requested_width, requested_height = width, height
+        if width * height > self._MAX_GENERATION_PIXELS:
+            scale = (self._MAX_GENERATION_PIXELS / (width * height)) ** 0.5
+            width = max(16, int(width * scale) // 16 * 16)
+            height = max(16, int(height * scale) // 16 * 16)
+
         self._log_run("generate", width=width, height=height)
-        generator = torch.Generator(device=self._resolve_generator_device()).manual_seed(seed)
+        device = self._resolve_generator_device()
+        generator = torch.Generator(device=device).manual_seed(seed)
         pipeline = cast(Any, self.pipeline)
-        output = pipeline(
-            prompt=prompt,
-            height=height,
-            width=width,
-            guidance_scale=0.0,
-            num_inference_steps=num_inference_steps,
-            generator=generator,
-            output_type="pil",
-            return_dict=True,
-            callback_on_step_end=diffusers_step_callback,
-        )
-        return self._normalize_output(output)
+        try:
+            output = pipeline(
+                prompt=prompt,
+                height=height,
+                width=width,
+                guidance_scale=0.0,
+                num_inference_steps=num_inference_steps,
+                generator=generator,
+                output_type="pil",
+                return_dict=True,
+                callback_on_step_end=diffusers_step_callback,
+            )
+        finally:
+            # Leftover allocator cache would starve the next run.
+            sync_device(device)
+            empty_device_cache(device)
+
+        result = self._normalize_output(output)
+        if (width, height) != (requested_width, requested_height):
+            result = _ZImageOutput(
+                images=[
+                    img.resize((requested_width, requested_height), Resampling.LANCZOS) for img in result.images
+                ]
+            )
+        return result
 
     def _ensure_img2img_pipeline(self) -> Any:
         if self._img2img is not None:
@@ -121,6 +253,7 @@ def _ensure_img2img_pipeline(self) -> Any:
         except Exception as e:
             raise RuntimeError("DIFFUSERS_IMG2IMG_UNAVAILABLE") from e
         # Reuse the loaded components so no second copy of the weights lands in VRAM.
+        # With the CUDA path these are the quantized transformer/text encoder.
         pipeline_any = cast(Any, self.pipeline)
         self._img2img = ZImageImg2ImgPipeline(**pipeline_any.components)  # type: ignore[reportUnknownMemberType]
         return self._img2img
@@ -137,18 +270,23 @@ def edit(
         img2img = self._ensure_img2img_pipeline()
         self._log_run("edit")
 
-        generator = torch.Generator(device=self._resolve_generator_device()).manual_seed(seed)
-        output = img2img(
-            prompt=prompt,
-            image=image,
-            strength=clamp_strength(strength),
-            num_inference_steps=num_inference_steps,
-            guidance_scale=0.0,  # Turbo is guidance-free; img2img defaults to 5.0.
-            generator=generator,
-            output_type="pil",
-            return_dict=True,
-            callback_on_step_end=diffusers_step_callback,
-        )
+        device = self._resolve_generator_device()
+        generator = torch.Generator(device=device).manual_seed(seed)
+        try:
+            output = img2img(
+                prompt=prompt,
+                image=image,
+                strength=clamp_strength(strength),
+                num_inference_steps=num_inference_steps,
+                guidance_scale=0.0,  # Turbo is guidance-free; img2img defaults to 5.0.
+                generator=generator,
+                output_type="pil",
+                return_dict=True,
+                callback_on_step_end=diffusers_step_callback,
+            )
+        finally:
+            sync_device(device)
+            empty_device_cache(device)
         return self._normalize_output(output)
 
     def to(self, device: str) -> None:
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index e64041e16..4ec46ec05 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -489,6 +489,9 @@ function formatSeconds(seconds: number): string {
 const DEFAULT_LORA_SCALE = 1.0
 const IMAGE_STEPS_GENERATE = 4
 const IMAGE_STEPS_EDIT = 8
+// FORK: Krea 2 Turbo (FLUX-family, ~4s/step in NF4) runs heavier than Z-Image.
+// 6 steps trades a little detail for ~25% faster renders; tune to taste.
+const IMAGE_STEPS_KREA2 = 6
 
 // Multi-select LoRA picker with a per-LoRA strength slider.
 function LoRAPicker({
@@ -3304,8 +3307,8 @@ export function GenSpace() {
         cameraMotion: 'none',
         imageResolution: settings.imageResolution,
         imageAspectRatio: settings.aspectRatio ?? '16:9',
-        // FORK: Krea 2 Turbo needs 8 steps; Z-Image is fine at 4. Editing uses IMAGE_STEPS_EDIT.
-        imageSteps: editSource ? IMAGE_STEPS_EDIT : (settings.imageModel === 'krea-2-turbo' ? 8 : IMAGE_STEPS_GENERATE),
+        // FORK: Krea 2 Turbo runs at IMAGE_STEPS_KREA2; Z-Image is fine at 4. Editing uses IMAGE_STEPS_EDIT.
+        imageSteps: editSource ? IMAGE_STEPS_EDIT : (settings.imageModel === 'krea-2-turbo' ? IMAGE_STEPS_KREA2 : IMAGE_STEPS_GENERATE),
         imageModel: settings.imageModel as 'z-image-turbo' | 'krea-2-turbo',
         variations: settings.variations,
         imageEditStrength: settings.imageEditStrength,

From 25c287d71d6acd1424ac1e7d635afd69d8dfeb7d Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 19 Sep 2026 00:24:44 -0400
Subject: [PATCH 097/117] Fix render-time chip bleeding over the prompt box

The grid cards' render-time chips are z-10, and the grid scroll container
establishes no stacking context, so the chips bubbled to the root and
painted over the floating prompt panel (which had no z-index) when it
scrolled under them or the textarea was enlarged. Give the panel z-20 so
its opaque background covers the chips; stays below the z-50 dropdowns and
lightbox so those still layer on top.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 4ec46ec05..ec2d912ab 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -3944,8 +3944,11 @@ export function GenSpace() {
         </div>
       )}
 
-      {/* Floating prompt panel — wider, responsive, centered */}
-      <div className="absolute bottom-5 left-1/2 w-[min(700px,calc(100%-2rem))] -translate-x-1/2">
+      {/* Floating prompt panel — wider, responsive, centered. z-20 keeps it above
+          the grid cards' render-time chips (z-10), which otherwise bleed through
+          the prompt box when it scrolls under them or the textarea is enlarged.
+          Stays below z-50 dropdowns/modals so those still layer on top. */}
+      <div className="absolute bottom-5 left-1/2 z-20 w-[min(700px,calc(100%-2rem))] -translate-x-1/2">
 
         <FreeApiKeyBubble
           forceApiGenerations={forceApiGenerations}

From 906deba3aa7bee415461c6e93914c3aff12739f3 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 19 Sep 2026 02:13:27 -0400
Subject: [PATCH 098/117] Add Stop button to the IC-LoRA generation output
 panel
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

IC-LoRA runs on the full 22B base and can take minutes, but the Output
panel had no way to abort — the only escape was killing the app. Surface a
Stop button under the "Generating…" spinner that calls the existing
process-wide cancel (POST /api/generate/cancel); the IC-LoRA backend
already polls that interrupt between denoise steps. Shows a disabled
"Stopping…" latch after click since cancel lands on the next step boundary.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/ICLoraPanel.tsx | 29 ++++++++++++++++++++++++++++-
 frontend/views/GenSpace.tsx         |  1 +
 2 files changed, 29 insertions(+), 1 deletion(-)

diff --git a/frontend/components/ICLoraPanel.tsx b/frontend/components/ICLoraPanel.tsx
index 69cabc333..5e757306c 100644
--- a/frontend/components/ICLoraPanel.tsx
+++ b/frontend/components/ICLoraPanel.tsx
@@ -1,7 +1,7 @@
 import { useState, useRef, useEffect, useCallback } from 'react'
 import {
   Upload, Loader2, Film, Sparkles, Image as ImageIcon,
-  RefreshCw, Download, AlertCircle, Trash2,
+  RefreshCw, Download, AlertCircle, Trash2, Square,
 } from 'lucide-react'
 import { ApiClient, type ApiRequestBodyOf, type ApiSuccessOf } from '../lib/api-client'
 import { logger } from '../lib/logger'
@@ -16,6 +16,9 @@ interface ICLoraPanelProps {
   fillHeight?: boolean
   isProcessing?: boolean
   processingStatus?: string
+  // Abort the in-flight IC-LoRA generation (process-wide cancel). When provided, a Stop
+  // button shows in the Output panel while processing. Omitted = no Stop button.
+  onCancel?: () => void
   // IC-LoRA mode: 'image' accepts a still image and skips canny/depth preprocessing
   // (the IC-LoRA builds the control video server-side). Default 'video' = today's behavior.
   inputKind?: 'image' | 'video'
@@ -67,6 +70,7 @@ export function ICLoraPanel({
   fillHeight = false,
   isProcessing = false,
   processingStatus = '',
+  onCancel,
   inputKind = 'video',
   selectedIcLoraId = null,
   allowsReferenceImage = false,
@@ -89,6 +93,14 @@ export function ICLoraPanel({
   // Source pixel dimensions, read off the loaded media — drives the outpaint canvas editor.
   const [sourceDims, setSourceDims] = useState<{ w: number; h: number } | null>(null)
 
+  // Local "Stopping…" latch for the Output Stop button. Cancel is polled between denoise
+  // steps (which can be long for the 22B IC-LoRA path), so echo intent immediately, then
+  // clear it once the run actually ends (isProcessing → false).
+  const [stopRequested, setStopRequested] = useState(false)
+  useEffect(() => {
+    if (!isProcessing) setStopRequested(false)
+  }, [isProcessing])
+
   // Optional reference image for catalog IC-LoRAs that allow it (frame 0, strength 1.0).
   const [referenceImagePath, setReferenceImagePath] = useState<string | null>(null)
   const referenceImageUrl = referenceImagePath ? pathToFileUrl(referenceImagePath) : null
@@ -727,6 +739,21 @@ export function ICLoraPanel({
                 <div className="text-center p-4">
                   <Loader2 className="h-6 w-6 text-blue-400 animate-spin mx-auto mb-2" />
                   <p className="text-zinc-400 text-xs">{processingStatus || 'Generating...'}</p>
+                  {onCancel && (
+                    <button
+                      onClick={() => { setStopRequested(true); onCancel() }}
+                      disabled={stopRequested}
+                      className={`mt-3 inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md text-xs font-medium transition-colors ${
+                        stopRequested
+                          ? 'bg-zinc-700 text-zinc-500 cursor-not-allowed'
+                          : 'text-zinc-300 bg-zinc-700/60 hover:bg-red-600/80 hover:text-white'
+                      }`}
+                      title="Stop this generation"
+                    >
+                      <Square className="h-3 w-3 fill-current" />
+                      {stopRequested ? 'Stopping…' : 'Stop'}
+                    </button>
+                  )}
                 </div>
               ) : (
                 <div className="text-center p-4">
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index ec2d912ab..df978bcca 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -3910,6 +3910,7 @@ export function GenSpace() {
             fillHeight
             isProcessing={isIcLoraGenerating}
             processingStatus={icLoraStatus}
+            onCancel={cancel}
             inputKind={selectedIcLora?.input?.kind ?? 'video'}
             selectedIcLoraId={selectedIcLoraId}
             allowsReferenceImage={selectedIcLora?.allows_reference_image ?? false}

From 9a7db5799f0867a8d2d8467f9bf0d2935beb8541 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 19 Sep 2026 13:58:09 -0400
Subject: [PATCH 099/117] Ingredients IC-LoRA: default it, tune its settings,
 accept image drops
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Three quality-of-life fixes for the Ingredients IC-LoRA workflow:

- Default the IC-LoRA picker to Ingredients (vs Canny Edges) when entering
  IC-LoRA mode from the mode dropdown and it's downloaded — saves a click.
  The panel remounts on every entry and its reset routine told the parent
  to reset conditioning to Canny even when a catalog LoRA was selected,
  deselecting it and wiping its settings on re-entry; guard that reset
  behind !isCatalogIcLora so the selection and settings now persist.
- Tune the Ingredients optimal settings in the catalog default_settings
  (Stage 2 off, LoRA-in-S2 on, RES x2.0, LoRA strength 1.4) so they apply
  on every selection instead of being re-set by hand each run.
- Accept image drag-and-drop into the Ingredients window (input and
  reference) from the Prompt Manager and Studio Assets / Downloads Browser,
  matching the drop sources the rest of Gen Space already supports.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/runtime_config/lora_catalog.json |  4 +-
 frontend/components/ICLoraPanel.tsx      | 51 +++++++++++++++++++++++-
 frontend/views/GenSpace.tsx              | 36 ++++++++++++++++-
 3 files changed, 87 insertions(+), 4 deletions(-)

diff --git a/backend/runtime_config/lora_catalog.json b/backend/runtime_config/lora_catalog.json
index 2448e082e..82e0f49fb 100644
--- a/backend/runtime_config/lora_catalog.json
+++ b/backend/runtime_config/lora_catalog.json
@@ -1511,7 +1511,9 @@
       ],
       "default_settings": {
         "skip_stage_2": true,
-        "resolution_factor": 1.5,
+        "use_lora_in_stage_2": true,
+        "resolution_factor": 2.0,
+        "lora_strength": 1.4,
         "audio_mode": "generated"
       },
       "prompt_template": {
diff --git a/frontend/components/ICLoraPanel.tsx b/frontend/components/ICLoraPanel.tsx
index 5e757306c..d5bceba10 100644
--- a/frontend/components/ICLoraPanel.tsx
+++ b/frontend/components/ICLoraPanel.tsx
@@ -7,6 +7,8 @@ import { ApiClient, type ApiRequestBodyOf, type ApiSuccessOf } from '../lib/api-
 import { logger } from '../lib/logger'
 import { pathToFileUrl } from '../lib/file-url'
 import { OutpaintCanvasEditor, type OutpaintPads } from './OutpaintCanvasEditor'
+import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './gpm/gpm-image-file'
+import { FILE_DND, type LibFile } from './gpm/DownloadsBrowser'
 
 export type ICLoraConditioningType = 'canny' | 'depth' | 'custom'
 
@@ -153,8 +155,15 @@ export function ICLoraPanel({
     setSourceDims(null)
     setInternalCondType('canny')
     setInternalCondStrength(1.0)
-    onConditioningTypeChange?.('canny')
-    onConditioningStrengthChange?.(1.0)
+    // Only reset the PARENT's conditioning type/strength when no catalog IC-LoRA is selected.
+    // The panel remounts on every entry into IC-LoRA mode; when a catalog LoRA (e.g. Ingredients)
+    // is active it owns the selection + its default_settings, and notifying 'canny' here made the
+    // parent deselect it and wipe those settings — so it silently reverted to Canny Edges on
+    // re-entry. Canny/depth is meaningless for a catalog LoRA anyway.
+    if (!isCatalogIcLora) {
+      onConditioningTypeChange?.('canny')
+      onConditioningStrengthChange?.(1.0)
+    }
     setConditioningPreview(null)
     setExtractError(null)
     setReferenceImagePath(null)
@@ -334,6 +343,28 @@ export function ICLoraPanel({
     e.preventDefault()
     setIsDragOver(false)
 
+    const acceptInput = (path: string) => {
+      setInputVideoPath(path)
+      setConditioningPreview(null)
+      setExtractError(null)
+    }
+
+    // Prompt Manager Pro image (data URL) — only meaningful for an image input.
+    const gpmData = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpmData && isImage) {
+      const { name, dataUrl } = JSON.parse(gpmData) as GpmDndImage
+      void saveDataUrlToTempFile(dataUrl, name).then(acceptInput).catch(() => {})
+      return
+    }
+
+    // Studio Assets / Downloads Browser file (already a real path on disk).
+    const dlData = e.dataTransfer.getData(FILE_DND)
+    if (dlData) {
+      const f = JSON.parse(dlData) as LibFile
+      if (isImage ? (!f.isVideo && !f.isAudio) : f.isVideo) acceptInput(f.path)
+      return
+    }
+
     const acceptedAssetType = isImage ? 'image' : 'video'
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
@@ -380,6 +411,22 @@ export function ICLoraPanel({
     e.preventDefault()
     setIsReferenceDragOver(false)
 
+    // Prompt Manager Pro image (data URL) — persist to a temp file for a real path.
+    const gpmData = e.dataTransfer.getData(GPM_IMAGE_DND_TYPE)
+    if (gpmData) {
+      const { name, dataUrl } = JSON.parse(gpmData) as GpmDndImage
+      void saveDataUrlToTempFile(dataUrl, name).then(setReferenceImagePath).catch(() => {})
+      return
+    }
+
+    // Studio Assets / Downloads Browser image (already a real path on disk).
+    const dlData = e.dataTransfer.getData(FILE_DND)
+    if (dlData) {
+      const f = JSON.parse(dlData) as LibFile
+      if (!f.isVideo && !f.isAudio) setReferenceImagePath(f.path)
+      return
+    }
+
     const assetData = e.dataTransfer.getData('asset')
     if (assetData) {
       try {
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index df978bcca..2df9fd2cb 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -487,6 +487,12 @@ function formatSeconds(seconds: number): string {
 }
 
 const DEFAULT_LORA_SCALE = 1.0
+
+// The IC-LoRA the mode picker defaults to (vs the built-in Canny Edges), when it's downloaded.
+// Its optimal settings ride along via the catalog entry's default_settings (applied by
+// onSelectIcLora), so there's nothing to hardcode here beyond the id.
+const DEFAULT_IC_LORA_ID = 'ingredients'
+
 const IMAGE_STEPS_GENERATE = 4
 const IMAGE_STEPS_EDIT = 8
 // FORK: Krea 2 Turbo (FLUX-family, ~4s/step in NF4) runs heavier than Z-Image.
@@ -1888,6 +1894,34 @@ export function GenSpace() {
   )
   const selectedIcLora = icLoras.find(r => r.ic_lora.id === selectedIcLoraId)?.ic_lora ?? null
   const isCatalogIcLora = selectedIcLora !== null
+
+  // Default the IC-LoRA picker to Ingredients (vs the built-in Canny Edges) each time IC-LoRA
+  // mode is entered from the mode dropdown — saves a click. Wrinkles this handles:
+  //  - The catalog (`icLoras`) is only fetched once the mode is active, so we can't select
+  //    synchronously at switch time; the wrapper flags intent and the effect applies it once
+  //    the list loads.
+  //  - The ICLoraPanel remounts on every entry and its resetKey effect forces conditioning
+  //    back to Canny (clearing the selection + settings). Because this parent effect runs
+  //    after that child effect, re-selecting Ingredients here wins — and the flag is set on
+  //    EVERY dropdown entry so it re-asserts each time, not just the first.
+  //  - Only the *dropdown* sets the flag. The gallery's "IC-LoRA" button on a video enters
+  //    ic-lora mode (canny/depth on that clip) via a different path, so it's left alone.
+  const wantIcLoraDefaultRef = useRef(false)
+  const handleGenSpaceModeChange = useCallback((next: GenSpaceMode) => {
+    if (next === 'ic-lora' && mode !== 'ic-lora') wantIcLoraDefaultRef.current = true
+    setMode(next)
+  }, [mode])
+  useEffect(() => {
+    if (mode !== 'ic-lora') { wantIcLoraDefaultRef.current = false; return }
+    if (!wantIcLoraDefaultRef.current) return
+    const item = icLoras.find(r => r.ic_lora.id === DEFAULT_IC_LORA_ID)
+    const meta = icLoraItems.find(e => e.id === DEFAULT_IC_LORA_ID)
+    if (!item || !meta?.downloaded) return // wait for the catalog to load; skip if not downloaded
+    wantIcLoraDefaultRef.current = false
+    // Applies the catalog default_settings (Stage 2 off, LoRA-in-S2, res ×2, strength 1.4) via
+    // onSelectIcLora — no separate settings step needed here.
+    selectIcLora(item)
+  }, [mode, icLoras, icLoraItems, selectIcLora])
   const hasPositionCanvas = (selectedIcLora?.controls ?? []).some(c => c.kind === 'position_canvas')
   // Catalog IC-LoRAs may opt into promptless generation (e.g. outpainting fills from the scene).
   const promptOptional = isCatalogIcLora && (selectedIcLora?.allows_empty_prompt ?? false)
@@ -3989,7 +4023,7 @@ export function GenSpace() {
         {/* Prompt bar */}
         <PromptBar
           mode={mode}
-          onModeChange={setMode}
+          onModeChange={handleGenSpaceModeChange}
           canUseIcLora={!forceApiGenerations}
           allowUltrawideVideo={!shouldVideoGenerateWithLtxApi}
           canUseMultiKeyframe={canUseMultiKeyframe}

From 7952ac304f33c0e6e3cffebd9c9a5ec3d42f0120 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 19 Sep 2026 21:22:26 -0400
Subject: [PATCH 100/117] Content-aware auto-naming for saved assets (Phase 1:
 save-time)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Quick-saving a generation into a Studio Assets folder used to keep its hashed
filename, so themed folders filled with unreadable, unsearchable names. Name
files from the prompt at save time instead: "A toy robot sitting on a shelf..."
saved to Halloween lands as toy-robot-01.png.

- deriveSubject(prompt): a fast, model-free heuristic that takes the opening
  noun phrase (dropping leading framing words and trailing action). Unit-tested.
- gpmLibAddFiles gains an optional baseName: with it, copies land as
  "<subject>-NN.<ext>" sequenced per destination folder (append-only — the
  folder is the sequence source of truth, existing NN are never renumbered);
  without it (imports / drag-drop) the original name is kept.
- The Download quick-save passes the asset prompt; the right-click Save dialog
  now defaults to the clean subject instead of the hash / full prompt.

Steady state needs no vision model — the app already holds the exact prompt at
save time (NSFW included). The synonym-collapsing lexicon is a later phase.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/ipc/library-handlers.ts    | 37 ++++++++++++++++++-
 frontend/lib/derive-subject.test.ts | 37 +++++++++++++++++++
 frontend/lib/derive-subject.ts      | 57 +++++++++++++++++++++++++++++
 frontend/lib/video-save-actions.ts  | 13 +++++--
 frontend/views/GenSpace.tsx         |  3 +-
 package.json                        |  2 +-
 shared/electron-api-schema.ts       |  5 ++-
 7 files changed, 145 insertions(+), 9 deletions(-)
 create mode 100644 frontend/lib/derive-subject.test.ts
 create mode 100644 frontend/lib/derive-subject.ts

diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 0c0c2aabd..193962f6c 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -87,6 +87,35 @@ function uniqueTarget(target: string): string {
   return candidate
 }
 
+function escapeRegExp(s: string): string {
+  return s.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+}
+
+// Content-aware auto-naming: normalize a caller-supplied subject to safe filename chars.
+function sanitizeSubject(subject: string): string {
+  return subject
+    .toLowerCase()
+    .replace(/[^a-z0-9-]+/g, '-')
+    .replace(/-{2,}/g, '-')
+    .replace(/^-+|-+$/g, '')
+    .slice(0, 48)
+    .replace(/-+$/g, '')
+}
+
+// Next "<subject>-NN.<ext>" for a folder — the sequence source of truth is the folder itself
+// (append-only: existing NN are never renumbered). Scanned per copy so a batch increments.
+function nextSequencedName(dir: string, subject: string, ext: string): string {
+  let max = 0
+  const re = new RegExp(`^${escapeRegExp(subject)}-(\\d+)${escapeRegExp(ext)}$`, 'i')
+  try {
+    for (const name of fs.readdirSync(dir)) {
+      const m = re.exec(name)
+      if (m) max = Math.max(max, parseInt(m[1], 10))
+    }
+  } catch { /* folder is new / unreadable — start the sequence at 01 */ }
+  return `${subject}-${String(max + 1).padStart(2, '0')}${ext}`
+}
+
 export function registerLibraryHandlers(): void {
   handle('gpmLibList', () => {
     const root = libRoot()
@@ -124,16 +153,20 @@ export function registerLibraryHandlers(): void {
     catch (e) { return { success: false as const, error: e instanceof Error ? e.message : 'delete failed' } }
   })
 
-  handle('gpmLibAddFiles', ({ folder, srcPaths }) => {
+  handle('gpmLibAddFiles', ({ folder, srcPaths, baseName }) => {
     try {
       const dest = folderPath(folder)
       fs.mkdirSync(dest, { recursive: true }) // robust: quick-save target may have been deleted
+      // Content-aware auto-naming: with a subject, land as "<subject>-NN.<ext>" (sequenced per
+      // folder); without one (imports / drag-drop), keep the source's original filename.
+      const subject = baseName ? sanitizeSubject(baseName) : ''
       let added = 0
       for (const src of srcPaths) {
         if (!fs.existsSync(src) || !fs.statSync(src).isFile()) continue
         const ext = path.extname(src).toLowerCase()
         if (!MEDIA_EXT.has(ext)) continue
-        fs.copyFileSync(src, uniqueTarget(path.join(dest, path.basename(src))))
+        const targetName = subject ? nextSequencedName(dest, subject, ext) : path.basename(src)
+        fs.copyFileSync(src, uniqueTarget(path.join(dest, targetName)))
         added++
       }
       return { success: true as const, added }
diff --git a/frontend/lib/derive-subject.test.ts b/frontend/lib/derive-subject.test.ts
new file mode 100644
index 000000000..0f5171d4a
--- /dev/null
+++ b/frontend/lib/derive-subject.test.ts
@@ -0,0 +1,37 @@
+import { test } from 'node:test'
+import assert from 'node:assert/strict'
+import { deriveSubject } from './derive-subject.ts'
+
+test('takes the opening noun phrase, dropping the trailing action', () => {
+  assert.equal(
+    deriveSubject('A toy robot sitting on a shelf. It jumps down onto the floor'),
+    'toy-robot',
+  )
+  assert.equal(deriveSubject('alien creature walking through a forest'), 'alien-creature')
+})
+
+test('strips leading framing / quality words', () => {
+  assert.equal(deriveSubject('cinematic shot of an alien creature'), 'alien-creature')
+  assert.equal(deriveSubject('A photo of a witch'), 'witch')
+  assert.equal(deriveSubject('portrait of a king on a throne'), 'king')
+})
+
+test('keeps hyphenated compounds and stops at prepositions', () => {
+  assert.equal(deriveSubject('A dark-haired woman with dual pistols'), 'dark-haired-woman')
+})
+
+test('single-word and already-clean prompts', () => {
+  assert.equal(deriveSubject('witch'), 'witch')
+  assert.equal(deriveSubject('3D owl mascot'), '3d-owl-mascot')
+})
+
+test('caps runaway phrases at MAX_WORDS', () => {
+  assert.equal(deriveSubject('red sports car model on a highway'), 'red-sports-car')
+})
+
+test('falls back when there is nothing usable', () => {
+  assert.equal(deriveSubject(''), 'gen')
+  assert.equal(deriveSubject(null), 'gen')
+  assert.equal(deriveSubject('   ', 'image'), 'image')
+  assert.equal(deriveSubject('a the of', 'video'), 'video')
+})
diff --git a/frontend/lib/derive-subject.ts b/frontend/lib/derive-subject.ts
new file mode 100644
index 000000000..40175adaf
--- /dev/null
+++ b/frontend/lib/derive-subject.ts
@@ -0,0 +1,57 @@
+/**
+ * Turn a generation prompt into a short, filesystem-friendly SUBJECT for auto-naming
+ * saved assets — e.g. "A toy robot sitting on a shelf. It jumps down..." -> "toy-robot",
+ * "cinematic shot of an alien creature" -> "alien-creature".
+ *
+ * Deliberately a fast, model-free heuristic so it runs instantly at save time: take the
+ * first clause, drop leading articles / framing words (photo of, shot of, cinematic…),
+ * and keep the opening noun phrase up to the first preposition / connective / action verb.
+ * It won't be perfect — the occasional miss is a quick rename in the library — but it turns
+ * the hashed dump into human-readable names for the common case with zero cost.
+ */
+
+// Leading words that are framing/quality noise, not the subject.
+const LEADING_FILLER = new Set([
+  'a', 'an', 'the', 'this', 'my', 'of',
+  'photo', 'photograph', 'picture', 'image', 'render', 'rendering', 'shot',
+  'closeup', 'close-up', 'cinematic', 'portrait', 'scene', 'view',
+])
+
+// Words that end the subject noun phrase: prepositions + common connectives/copulas.
+const BOUNDARY = new Set([
+  'on', 'in', 'at', 'with', 'under', 'over', 'near', 'by', 'from', 'into', 'onto',
+  'through', 'above', 'below', 'beside', 'against', 'around', 'atop', 'amid', 'inside',
+  'and', 'or', 'that', 'which', 'while', 'as', 'to', 'for', 'is', 'are', 'was', 'were',
+])
+
+const MAX_WORDS = 3
+const MAX_LEN = 48
+
+export function deriveSubject(prompt: string | null | undefined, fallback = 'gen'): string {
+  const firstClause = (prompt ?? '').toLowerCase().split(/[.,;:!?\n]|—|--/)[0] ?? ''
+  const words = firstClause
+    .replace(/[^a-z0-9\s-]+/g, ' ')
+    .split(/\s+/)
+    .filter(Boolean)
+
+  let i = 0
+  while (i < words.length && LEADING_FILLER.has(words[i])) i++
+
+  const subject: string[] = []
+  for (; i < words.length && subject.length < MAX_WORDS; i++) {
+    const w = words[i]
+    if (BOUNDARY.has(w)) break
+    // An -ing action verb ends the phrase, but only once we already have a noun head —
+    // so "king" / "viking" as the subject itself survive.
+    if (subject.length > 0 && /[a-z]{3,}ing$/.test(w)) break
+    subject.push(w)
+  }
+
+  const name = subject
+    .join('-')
+    .replace(/-{2,}/g, '-')
+    .replace(/^-+|-+$/g, '')
+    .slice(0, MAX_LEN)
+    .replace(/-+$/g, '')
+  return name || fallback
+}
diff --git a/frontend/lib/video-save-actions.ts b/frontend/lib/video-save-actions.ts
index e1d448bc4..92bd206c7 100644
--- a/frontend/lib/video-save-actions.ts
+++ b/frontend/lib/video-save-actions.ts
@@ -7,6 +7,7 @@
 
 import { fileUrlToPath } from './file-url'
 import { getStudioAssetsTarget } from './studio-assets-target'
+import { deriveSubject } from './derive-subject'
 
 function baseNameNoExt(p: string): string {
   const base = p.split(/[\\/]/).pop() ?? 'video'
@@ -62,7 +63,7 @@ export async function saveVideoFile(pathOrUrl: string, suggestedName?: string):
   try {
     const dest = await api.showSaveDialog({
       title: 'Save Video',
-      defaultPath: `${toStem(suggestedName, srcPath)}${ext}`,
+      defaultPath: `${deriveSubject(suggestedName, baseNameNoExt(srcPath))}${ext}`,
       filters: [
         { name: 'Video', extensions: [ext.slice(1)] },
         { name: 'All Files', extensions: ['*'] },
@@ -92,7 +93,7 @@ export async function saveImageFile(pathOrUrl: string, suggestedName?: string):
   try {
     const dest = await api.showSaveDialog({
       title: 'Save Image',
-      defaultPath: `${toStem(suggestedName, srcPath)}${ext}`,
+      defaultPath: `${deriveSubject(suggestedName, baseNameNoExt(srcPath))}${ext}`,
       filters: [
         { name: 'Image', extensions: [ext.slice(1)] },
         { name: 'All Files', extensions: ['*'] },
@@ -112,7 +113,7 @@ export async function saveImageFile(pathOrUrl: string, suggestedName?: string):
  * lands at the TOP of that folder. `pathOrUrl` may be a raw path or a file:// URL.
  * (The right-click "Save video/image" menu still uses the dialog for a chosen location.)
  */
-export async function saveToStudioAssets(pathOrUrl: string): Promise<void> {
+export async function saveToStudioAssets(pathOrUrl: string, prompt?: string): Promise<void> {
   const api = window.electronAPI
   if (!api?.gpmLibAddFiles) {
     flashToast('Save unavailable — please restart the app', true)
@@ -120,8 +121,12 @@ export async function saveToStudioAssets(pathOrUrl: string): Promise<void> {
   }
   const srcPath = fileUrlToPath(pathOrUrl)
   const folder = getStudioAssetsTarget()
+  // Content-aware auto-naming: derive a subject from the prompt so the file lands as
+  // "toy-robot-01.png" instead of a hash. The main process sequences it per folder.
+  const isVideo = /\.(mp4|webm|mkv|mov|avi)$/i.test(srcPath)
+  const baseName = deriveSubject(prompt, isVideo ? 'video' : 'image')
   try {
-    const res = await api.gpmLibAddFiles({ folder, srcPaths: [srcPath] })
+    const res = await api.gpmLibAddFiles({ folder, srcPaths: [srcPath], baseName })
     flashToast(
       res?.success ? `Saved to Studio Assets · ${folder}` : (res?.error || 'Could not save'),
       !res?.success,
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 2df9fd2cb..22cc015e8 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -186,7 +186,8 @@ function AssetCard({
     e.stopPropagation()
     // Quick-save into the last-used Studio Assets folder (no native Save dialog).
     // Right-click the enlarged asset for the "Save…" menu to choose a location instead.
-    void saveToStudioAssets(asset.path)
+    // The prompt drives content-aware auto-naming (subject-NN.ext) in the library.
+    void saveToStudioAssets(asset.path, asset.prompt)
   }
 
   // "Lightweight" post-to-X: no API keys/OAuth — opens X's compose page with
diff --git a/package.json b/package.json
index e214a4319..86ec690a1 100644
--- a/package.json
+++ b/package.json
@@ -26,7 +26,7 @@
     "openapi:generate": "pnpm openapi:export && pnpm openapi:types",
     "openapi:check": "pnpm openapi:generate && git diff --exit-code -- frontend/generated/backend-openapi.json frontend/generated/backend-openapi.ts",
     "backend:test": "cd backend && uv sync --frozen --extra test --extra dev && uv run pytest -v --tb=short",
-    "scripts:test": "node --test scripts/copy-koffi-native.test.cjs && node --experimental-strip-types --test frontend/lib/build-generate-video-body.test.ts frontend/lib/format.test.ts frontend/lib/genspace-layout.test.ts frontend/lib/genspace-last-frame.test.ts frontend/lib/genspace-multi-keyframe.test.ts frontend/lib/keyframe-controls.test.ts frontend/lib/keyframe-drop.test.ts frontend/lib/keyframe-strength.test.ts frontend/lib/keyframe-timeline.test.ts frontend/lib/multi-keyframe.test.ts frontend/lib/fixed-menu-position.test.ts frontend/lib/enhance-gemini-key.test.ts electron/free-disk-space.test.ts",
+    "scripts:test": "node --test scripts/copy-koffi-native.test.cjs && node --experimental-strip-types --test frontend/lib/build-generate-video-body.test.ts frontend/lib/derive-subject.test.ts frontend/lib/format.test.ts frontend/lib/genspace-layout.test.ts frontend/lib/genspace-last-frame.test.ts frontend/lib/genspace-multi-keyframe.test.ts frontend/lib/keyframe-controls.test.ts frontend/lib/keyframe-drop.test.ts frontend/lib/keyframe-strength.test.ts frontend/lib/keyframe-timeline.test.ts frontend/lib/multi-keyframe.test.ts frontend/lib/fixed-menu-position.test.ts frontend/lib/enhance-gemini-key.test.ts electron/free-disk-space.test.ts",
     "build": "node scripts/run-script.js scripts/local-build",
     "build:skip-python": "node scripts/run-script.js scripts/local-build --skip-python",
     "build:fast": "node scripts/run-script.js scripts/local-build --unpack --skip-python",
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index c0463de9f..f3dc04476 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -424,7 +424,10 @@ export const electronAPISchemas = {
   gpmLibCreateFolder: { input: z.object({ name: z.string() }), output: emptyResult },
   gpmLibRenameFolder: { input: z.object({ from: z.string(), to: z.string() }), output: emptyResult },
   gpmLibDeleteFolder: { input: z.object({ name: z.string() }), output: emptyResult },
-  gpmLibAddFiles: { input: z.object({ folder: z.string(), srcPaths: z.array(z.string()) }), output: ipcResult({ added: z.number() }) },
+  // baseName: optional content-derived subject for auto-naming (e.g. "toy-robot"). When set,
+  // each copied file lands as "<baseName>-NN.<ext>" sequenced per destination folder, instead
+  // of keeping the source's hashed basename. Omitted = keep the original name (imports/drag-drop).
+  gpmLibAddFiles: { input: z.object({ folder: z.string(), srcPaths: z.array(z.string()), baseName: z.string().optional() }), output: ipcResult({ added: z.number() }) },
   gpmLibMoveFile: { input: z.object({ fromFolder: z.string(), name: z.string(), toFolder: z.string() }), output: emptyResult },
   gpmLibDeleteFile: { input: z.object({ folder: z.string(), name: z.string() }), output: emptyResult },
   gpmLibReveal: { input: z.object({ folder: z.string().optional() }), output: emptyResult },

From 89c94353347c59a7d36c9aa1e6d59c2faf574f71 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sat, 19 Sep 2026 22:18:44 -0400
Subject: [PATCH 101/117] Photo Studio + Multi-Angle: rename, bigger refs,
 auto-named save, typing fix
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Rename the tool to "Photo Studio + Multi-Angle" (tab + panel header) to
  reflect how much more it does than pose angles.
- Reference thumbnails go from 48x48 to 160x90 (16:9) so they're actually
  legible, with proportionally larger remove / add controls.
- Save now goes through the content-aware auto-naming: derive a subject
  (extra prompt, else the source image's name) and quick-save it as
  subject-NN.png into the last-used Studio Assets folder, same as the Create
  gallery's Download button — instead of qwen_angle_<timestamp>_<full-prompt>.
  Dropped the now-redundant folder picker.
- Fix the extra-prompt box being dead until the first generation: enlarging a
  tab set expandedTab = gpmTab, mounting a second live copy of the same panel
  in the dock that shared state with the enlarged one (double progress polling,
  duplicate inputs fighting over the shared value). The docked strip no longer
  renders a duplicate of whatever tab is enlarged.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx  | 15 ++++-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 58 +++++++------------
 2 files changed, 35 insertions(+), 38 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 4afad2214..b7a7d2e00 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1666,7 +1666,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const TABS: Array<[GpmTab, string]> = [
     ['prompts', 'Prompts'], ['images', 'Images'], ['camera', 'Camera'],
     ['shot', 'Shot Setup'], ['plates', 'Plates'], ['workflow', 'Workflow'],
-    ['qwenAngle', 'Multi-Angle'],
+    ['qwenAngle', 'Photo Studio + Multi-Angle'],
   ]
   const ALL_TABS: Array<[GpmTab, string]> = [...TABS, ['performance', 'Performance Studio']]
 
@@ -1697,7 +1697,18 @@ function Dock({ onClose }: { onClose: () => void }) {
       {tab === 'qwenAngle' && <QwenMultiAnglePanel state={qwenAngleState} setState={setQwenAngleState} onUse={sendImageToGenSpace} flash={flash} />}
     </>
   )
-  const activePanel = renderPanel(gpmTab)
+  // Don't render the docked panel for the tab that's currently enlarged: that mounted TWO live
+  // copies of the same stateful panel (e.g. Multi-Angle) sharing one state — double progress
+  // polling, duplicate hidden file inputs, and inputs that fought each other (the extra-prompt
+  // box went dead until a generation forced things to settle). The enlarged workspace is the
+  // single owner; switch the docked strip to another tab to use it alongside.
+  const dockedDupsExpanded = expanded && expandedTab === gpmTab
+  const activePanel = dockedDupsExpanded ? (
+    <div className="flex flex-col items-center justify-center gap-2 py-12 text-center" style={{ color: C.faint }}>
+      <Maximize2 size={20} />
+      <p className="text-[11px] px-6">Open in the enlarged workspace. Pick another tab here to use it side by side.</p>
+    </div>
+  ) : renderPanel(gpmTab)
   const expandedLabel = ALL_TABS.find(([id]) => id === expandedTab)?.[1] ?? ''
 
   return (
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index cc5913b38..43d48c6c8 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -1,10 +1,11 @@
 import { useEffect, useRef, useState } from 'react'
-import { Orbit, Upload, X, ChevronLeft, ChevronRight, Send, Save, Shuffle, FolderOpen } from 'lucide-react'
+import { Orbit, Upload, X, ChevronLeft, ChevronRight, Send, Save, Shuffle } from 'lucide-react'
 import type { GpmImage } from './gpm-storage'
 import { gpmId } from './gpm-storage'
-import { GPM_IMAGE_DND_TYPE, type GpmDndImage } from './gpm-image-file'
+import { GPM_IMAGE_DND_TYPE, type GpmDndImage, saveDataUrlToTempFile } from './gpm-image-file'
 import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { ApiClient } from '@/lib/api-client'
+import { saveToStudioAssets } from '@/lib/video-save-actions'
 import {
   AZIMUTH_BUCKETS, ELEVATION_BUCKETS, DISTANCE_BUCKETS,
   snapAzimuth, snapElevation, snapPose, poseToPrompt,
@@ -15,8 +16,6 @@ import { useGpmColors } from './gpm-theme'
 // degrees, and these are the LoRA's real vocabulary words anyway.
 const ELEVATION_SHORT_LABELS = ['Low', 'Eye', 'Elevated', 'High']
 
-const SAVE_FOLDER_KEY = 'gpm_qwen_angle_save_folder'
-
 // Qwen-Image-Edit-2511 accepts ~3 input images total; the subject is one, so
 // cap extra references at 2. Also keeps the panel's in-memory state light.
 const MAX_EXTRA_REFS = 2
@@ -153,7 +152,6 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const setHistIdx = makeFieldSetter(setState, 'histIdx')
   const [busy, setBusy] = useState(false)
   const [genProgress, setGenProgress] = useState<{ currentStep: number; totalSteps: number } | null>(null)
-  const [saveFolder, setSaveFolder] = useState<string | null>(() => localStorage.getItem(SAVE_FOLDER_KEY))
   const [saveStatus, setSaveStatus] = useState<string | null>(null)
 
   const fileRef = useRef<HTMLInputElement | null>(null)
@@ -373,29 +371,21 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     flash('Sent to Create')
   }
 
-  const chooseFolder = async () => {
-    const dir = await window.electronAPI?.showOpenDirectoryDialog?.({ title: 'Choose a folder for saved angle images' })
-    if (!dir) return
-    setSaveFolder(dir)
-    localStorage.setItem(SAVE_FOLDER_KEY, dir)
-    setSaveStatus(`Save folder: ${dir}`)
-  }
   const saveResult = async () => {
     if (!current) return
-    let folder = saveFolder
-    if (!folder) {
-      folder = await window.electronAPI?.showOpenDirectoryDialog?.({ title: 'Choose a folder for saved angle images' }) ?? null
-      if (!folder) return
-      setSaveFolder(folder)
-      localStorage.setItem(SAVE_FOLDER_KEY, folder)
+    // Content-aware auto-naming, same path as the Create gallery's Download button: the file
+    // lands as <subject>-NN.png (sequenced) in the last-used Studio Assets folder. Subject =
+    // the extra prompt, else the source image's name (minus ext + any -NN), else a generic.
+    const sourceBase = source?.name ? source.name.replace(/\.[^.]+$/, '').replace(/-\d+$/, '') : ''
+    const subjectText = extraPrompt.trim() || sourceBase || 'angle'
+    try {
+      const tempPath = await saveDataUrlToTempFile(current.dataUrl, 'angle.png')
+      await saveToStudioAssets(tempPath, subjectText)
+      setSaveStatus('Saved to Studio Assets')
+    } catch {
+      setSaveStatus('Save failed')
+      flash('Save failed')
     }
-    const slug = current.prompt.replace(/^<sks>\s*/, '').toLowerCase().replace(/[^a-z0-9]+/g, '-').replace(/^-+|-+$/g, '').slice(0, 48)
-    const stamp = new Date().toISOString().replace(/[:.]/g, '-').slice(0, 19)
-    const filePath = `${folder}/qwen_angle_${stamp}_${slug || 'image'}.png`
-    const base64 = current.dataUrl.split(',')[1] ?? current.dataUrl
-    const res = await window.electronAPI?.saveFile?.({ filePath, data: base64, encoding: 'base64' })
-    if (res?.success) { setSaveStatus(`Saved: ${res.path}`); flash('Saved') }
-    else { setSaveStatus(`Save failed: ${res?.error ?? 'unknown error'}`); flash('Save failed') }
   }
   const onResultDragStart = (e: React.DragEvent) => {
     if (!current) return
@@ -407,7 +397,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     <div>
       <div className="flex items-center gap-2 mb-2">
         <Orbit size={16} style={{ color: C.blue }} />
-        <span className="text-sm font-semibold" style={{ color: C.text }}>Multi-Angle</span>
+        <span className="text-sm font-semibold" style={{ color: C.text }}>Photo Studio + Multi-Angle</span>
       </div>
       <p className="text-[11px] mb-3" style={{ color: C.muted }}>
         Camera-angle editing via Qwen-Image-Edit. The first generation each session loads the model
@@ -446,13 +436,13 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
             <div className="text-[10px] mb-1" style={{ color: C.muted }}>References — prop, location, wardrobe · {extraRefs.length}/{MAX_EXTRA_REFS}</div>
             <div className="flex flex-wrap gap-1.5">
               {extraRefs.map((r, i) => (
-                <div key={i} className="relative rounded overflow-hidden" style={{ width: 48, height: 48, border: `1px solid ${C.border}` }} title={r.name}>
+                <div key={i} className="relative rounded overflow-hidden" style={{ width: 160, height: 90, border: `1px solid ${C.border}` }} title={r.name}>
                   <img src={r.dataUrl} alt={r.name} style={{ width: '100%', height: '100%', objectFit: 'cover', display: 'block' }} />
                   <button
                     onClick={() => removeExtra(i)}
-                    className="absolute top-0 right-0 h-4 w-4 flex items-center justify-center"
+                    className="absolute top-0 right-0 h-5 w-5 flex items-center justify-center"
                     style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }} title="Remove"
-                  ><X size={9} /></button>
+                  ><X size={12} /></button>
                 </div>
               ))}
               {extraRefs.length < MAX_EXTRA_REFS && (
@@ -460,9 +450,9 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
                   onDragOver={(e) => e.preventDefault()} onDrop={(e) => void onExtraDrop(e)}
                   onClick={() => extraFileRef.current?.click()}
                   className="flex items-center justify-center rounded cursor-pointer"
-                  style={{ width: 48, height: 48, border: `1px dashed ${C.borderLt}`, color: C.faint }}
+                  style={{ width: 160, height: 90, border: `1px dashed ${C.borderLt}`, color: C.faint }}
                   title="Add reference image (prop, location, wardrobe)"
-                ><Upload size={14} /></div>
+                ><Upload size={22} /></div>
               )}
             </div>
           </div>
@@ -667,12 +657,8 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
                 onClick={() => void saveResult()} disabled={!current}
                 className="flex-1 flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px] disabled:opacity-40"
                 style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }}
+                title="Save to Studio Assets (auto-named)"
               ><Save size={12} />Save</button>
-              <button
-                onClick={() => void chooseFolder()}
-                className="flex items-center justify-center gap-1 rounded px-2 py-1.5 text-[11px]"
-                style={{ background: C.card, color: C.text, border: `1px solid ${C.border}` }} title="Choose save folder"
-              ><FolderOpen size={12} /></button>
             </div>
             {saveStatus && <p className="text-[10px] break-all" style={{ color: C.faint }}>{saveStatus}</p>}
           </>

From 41fa8f2c63a4edb7cb71a3fb9641e13a1ab99734 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 20 Sep 2026 14:15:31 -0400
Subject: [PATCH 102/117] Multi-Angle: quality modes, role-aware compositing,
 rename

Photo Edit + Multi-Angle (Qwen-Image-Edit-2511) improvements:

- Quality modes: replace the binary Lightning toggle with a 3-way
  Fast (4-step) / Balanced (8-step) / Quality (28-step base) selector.
  Adds the lightx2v 8-step Lightning LoRA as a second adapter; skin
  plasticity was the 4-step distillation, so Quality restores detail.

- Role-aware compositing: the References strip is now labeled Location
  and Prop slots. A shared compose_prompt() helper builds an explicit
  instruction ("place the subject from image 1 into the scene shown in
  image 2 ... add the object from image 3 as a prop with the subject")
  so the model composites instead of guessing. Both the live generation
  and the displayed/preview prompt route through the one helper, and the
  client mirror (qwen-angle-mapping.ts composePrompt) keeps the preview
  honest. Prop wording is placement-neutral so it doesn't fight freeform
  text like "slung over her shoulder".

- Rename the tab "Photo Studio + Multi-Angle" -> "Photo Edit + Multi-Angle".

Request gains quality_mode and extra_image_roles (aligned with the refs,
dropped on mismatch). Tests + regenerated OpenAPI types included; pyright,
pytest (TestQwenMultiAngle), and tsc all clean. Live-verified in-app.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/api_types.py                          |  10 +-
 backend/handlers/qwen_multiangle_handler.py   |  12 +-
 .../qwen_multiangle_pipeline/angle_mapping.py |  39 +++++
 .../gguf_qwen_multiangle_pipeline.py          |  39 +++--
 .../qwen_multiangle_pipeline.py               |   5 +-
 backend/tests/test_api_calls.py               |  24 +++
 frontend/components/gpm/PromptManagerPro.tsx  |   2 +-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 160 +++++++++++-------
 frontend/components/gpm/qwen-angle-mapping.ts |  34 ++++
 frontend/generated/backend-openapi.json       |  27 ++-
 frontend/generated/backend-openapi.ts         |  16 +-
 11 files changed, 277 insertions(+), 91 deletions(-)

diff --git a/backend/api_types.py b/backend/api_types.py
index d62d453a9..db524f587 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -604,12 +604,20 @@ class QwenMultiAngleGenerateRequest(BaseModel):
     # Qwen alongside the subject. image_data_url is the subject being re-angled;
     # these are extra context the model composes from. Empty = classic single-image.
     extra_image_data_urls: list[str] = Field(default_factory=list)
+    # Role of each extra ref, aligned index-for-index with extra_image_data_urls:
+    # "location" = a scene the subject is composited INTO, "prop" = an object the
+    # subject holds/uses. Empty (or length-mismatched) = classic compose, no
+    # explicit compositing instruction. Drives compose_prompt().
+    extra_image_roles: list[Literal["location", "prop"]] = []
     azimuth_deg: float
     elevation_deg: float
     zoom: float
     seed: int = 42
     randomize_seed: bool = False
-    use_lightning: bool = True
+    # Sampling recipe: "fast" = 4-step Lightning (~30s, softer skin), "balanced"
+    # = 8-step Lightning (retains more texture, ~2x fast), "quality" = 28-step
+    # base, no distillation LoRA (sharpest skin, slowest). See the GGUF pipeline.
+    quality_mode: Literal["fast", "balanced", "quality"] = "fast"
     extra_prompt: str = ""
 
 
diff --git a/backend/handlers/qwen_multiangle_handler.py b/backend/handlers/qwen_multiangle_handler.py
index 311ff8b82..a28cf0442 100644
--- a/backend/handlers/qwen_multiangle_handler.py
+++ b/backend/handlers/qwen_multiangle_handler.py
@@ -18,7 +18,7 @@
 from handlers.generation_handler import GenerationHandler
 from handlers.pipelines_handler import PipelinesHandler
 from runtime_config.runtime_config import RuntimeConfig
-from services.qwen_multiangle_pipeline.angle_mapping import snap_pose
+from services.qwen_multiangle_pipeline.angle_mapping import compose_prompt, snap_pose
 from state.app_state_types import AppState
 
 # The pipeline internally rescales condition images to ~1MP snapped to /32.
@@ -48,13 +48,16 @@ def generate(self, req: QwenMultiAngleGenerateRequest) -> QwenMultiAngleGenerate
         source_image = _model_resize(source_image)
         extra_images = [_model_resize(_decode_data_url(u)) for u in req.extra_image_data_urls]
 
+        # Roles only apply when aligned index-for-index with the refs; a mismatch
+        # (or none supplied) falls back to classic compose with no compositing clause.
+        extra_roles = list(req.extra_image_roles) if len(req.extra_image_roles) == len(extra_images) else []
+
         seed = req.seed
         if req.randomize_seed:
             seed = int(time.time() * 1000) % 2147483647
 
         pose = snap_pose(req.azimuth_deg, req.elevation_deg, req.zoom)
-        extra = req.extra_prompt.strip()
-        prompt = f"{pose.prompt}, {extra}" if extra else pose.prompt
+        prompt = compose_prompt(pose, req.extra_prompt, extra_roles)
 
         generation_id = uuid.uuid4().hex[:8]
 
@@ -70,12 +73,13 @@ def _on_step(step: int, total_steps: int) -> None:
             result_image = pipeline_state.pipeline.generate(
                 image=source_image,
                 extra_images=extra_images,
+                extra_roles=extra_roles,
                 azimuth_deg=req.azimuth_deg,
                 elevation_deg=req.elevation_deg,
                 zoom=req.zoom,
                 seed=seed,
                 extra_prompt=req.extra_prompt,
-                use_lightning=req.use_lightning,
+                quality_mode=req.quality_mode,
                 on_step=_on_step,
             )
 
diff --git a/backend/services/qwen_multiangle_pipeline/angle_mapping.py b/backend/services/qwen_multiangle_pipeline/angle_mapping.py
index caa387ef5..5f6883a7c 100644
--- a/backend/services/qwen_multiangle_pipeline/angle_mapping.py
+++ b/backend/services/qwen_multiangle_pipeline/angle_mapping.py
@@ -24,6 +24,7 @@
 from __future__ import annotations
 
 import math
+from collections.abc import Sequence
 from dataclasses import dataclass
 
 TRIGGER = "<sks>"
@@ -125,6 +126,44 @@ def snap_pose(azimuth_deg: float, elevation_deg: float, zoom: float) -> Pose:
     )
 
 
+def compose_prompt(pose: Pose, extra_prompt: str = "", extra_roles: Sequence[str] = ()) -> str:
+    """The full generation prompt: optional compositing instruction, then the
+    pose trigger, then optional freeform style text.
+
+    `extra_roles` aligns with the extra reference images the pipeline receives,
+    in the same order (the subject is image 1, so extra ref i is image i + 2).
+    A "location" ref makes the model composite the subject INTO that scene; each
+    "prop" ref is added as an object present with the subject (placement left to
+    the user's freeform text, so it doesn't fight e.g. "slung over her shoulder").
+    Empty roles = the
+    classic pose-trigger-only behavior (no compositing clause), so callers that
+    pass nothing are unchanged.
+
+    The compositing clause leads and the `<sks>` pose trigger follows; if the
+    angles LoRA ever responds better with the trigger first, this is the single
+    place to reorder it (both the live generation and the displayed prompt come
+    through here).
+    """
+    location_imgs = [i + 2 for i, role in enumerate(extra_roles) if role == "location"]
+    prop_imgs = [i + 2 for i, role in enumerate(extra_roles) if role == "prop"]
+
+    parts: list[str] = []
+    if location_imgs:
+        parts.append(
+            f"Place the subject from image 1 into the scene shown in image {location_imgs[0]}, "
+            "keeping that location's architecture, lighting and background"
+        )
+    if prop_imgs:
+        which = " and ".join(f"image {n}" for n in prop_imgs)
+        noun = "objects" if len(prop_imgs) > 1 else "object"
+        as_prop = "props" if len(prop_imgs) > 1 else "a prop"
+        parts.append(f"add the {noun} from {which} as {as_prop} with the subject")
+
+    base = f"{'. '.join(parts)}. {pose.prompt}" if parts else pose.prompt
+    extra = extra_prompt.strip()
+    return f"{base}, {extra}" if extra else base
+
+
 def mapping_table() -> dict[str, object]:
     """The full vocabulary in one JSON-ready dict, for /api/mapping."""
     return {
diff --git a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
index 8397d01e3..239809000 100644
--- a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
@@ -20,12 +20,12 @@
 import logging
 from typing import TYPE_CHECKING
 
-from services.qwen_multiangle_pipeline.angle_mapping import snap_pose
+from services.qwen_multiangle_pipeline.angle_mapping import compose_prompt, snap_pose
 from services.qwen_multiangle_pipeline.qwen_multiangle_pipeline import QwenMultiAnglePipeline
 
 if TYPE_CHECKING:
     import torch
-    from collections.abc import Callable
+    from collections.abc import Callable, Sequence
     from PIL.Image import Image as PILImage
 
 logger = logging.getLogger(__name__)
@@ -35,12 +35,16 @@
 GGUF_QUANT = "Q6_K"
 ANGLES_LORA = "fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA"
 LIGHTNING_LORA = "lightx2v/Qwen-Image-Edit-2511-Lightning"
-LIGHTNING_WEIGHT_NAME = "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors"
+LIGHTNING_4STEP_WEIGHT = "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors"
+LIGHTNING_8STEP_WEIGHT = "Qwen-Image-Edit-2511-Lightning-8steps-V1.0-bf16.safetensors"
 
-LIGHTNING_STEPS = 4
-LIGHTNING_CFG = 1.0
-BASE_STEPS = 28
-BASE_CFG = 4.0
+# Three sampling recipes selectable per generation (quality_mode). Both Lightning
+# LoRAs are distillations at CFG 1.0; the 8-step ("balanced") keeps noticeably
+# more high-frequency skin/texture detail than the 4-step ("fast") while staying
+# ~2x faster than the un-distilled 28-step base ("quality").
+FAST_STEPS, FAST_CFG = 4, 1.0
+BALANCED_STEPS, BALANCED_CFG = 8, 1.0
+QUALITY_STEPS, QUALITY_CFG = 28, 4.0
 
 
 class GGUFQwenMultiAnglePipeline:
@@ -91,7 +95,8 @@ def __init__(self, device: "torch.device") -> None:
 
         logger.info("Loading Qwen multi-angle LoRAs…")
         pipe.load_lora_weights(ANGLES_LORA, adapter_name="angles")
-        pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_WEIGHT_NAME, adapter_name="lightning")
+        pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_4STEP_WEIGHT, adapter_name="lightning4")
+        pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_8STEP_WEIGHT, adapter_name="lightning8")
 
         # Load-bearing, not an optimization: the GGUF transformer (~17GB) and
         # bf16 text encoder (~16GB) sum to more than 24GB VRAM. These hooks
@@ -108,26 +113,30 @@ def generate(
         *,
         image: "PILImage",
         extra_images: "list[PILImage] | None" = None,
+        extra_roles: "Sequence[str] | None" = None,
         azimuth_deg: float,
         elevation_deg: float,
         zoom: float,
         seed: int,
         extra_prompt: str = "",
-        use_lightning: bool = True,
+        quality_mode: str = "fast",
         on_step: "Callable[[int, int], None] | None" = None,
     ) -> "PILImage":
         import torch
         import torch.nn.functional as F
 
         pose = snap_pose(azimuth_deg, elevation_deg, zoom)
-        prompt = f"{pose.prompt}, {extra_prompt.strip()}" if extra_prompt.strip() else pose.prompt
+        prompt = compose_prompt(pose, extra_prompt, extra_roles or [])
 
-        if use_lightning:
-            self._pipe.set_adapters(["angles", "lightning"], adapter_weights=[1.0, 1.0])
-            steps, cfg = LIGHTNING_STEPS, LIGHTNING_CFG
-        else:
+        if quality_mode == "quality":
             self._pipe.set_adapters(["angles"], adapter_weights=[1.0])
-            steps, cfg = BASE_STEPS, BASE_CFG
+            steps, cfg = QUALITY_STEPS, QUALITY_CFG
+        elif quality_mode == "balanced":
+            self._pipe.set_adapters(["angles", "lightning8"], adapter_weights=[1.0, 1.0])
+            steps, cfg = BALANCED_STEPS, BALANCED_CFG
+        else:  # "fast" (default)
+            self._pipe.set_adapters(["angles", "lightning4"], adapter_weights=[1.0, 1.0])
+            steps, cfg = FAST_STEPS, FAST_CFG
 
         generator = torch.Generator(device="cpu").manual_seed(seed)
 
diff --git a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
index a4dfb2c14..30578294e 100644
--- a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
@@ -16,7 +16,7 @@
 
 from __future__ import annotations
 
-from collections.abc import Callable
+from collections.abc import Callable, Sequence
 from typing import TYPE_CHECKING, Protocol
 
 if TYPE_CHECKING:
@@ -33,11 +33,12 @@ def generate(
         *,
         image: "PILImage",
         extra_images: "list[PILImage] | None" = None,
+        extra_roles: "Sequence[str] | None" = None,
         azimuth_deg: float,
         elevation_deg: float,
         zoom: float,
         seed: int,
         extra_prompt: str = "",
-        use_lightning: bool = True,
+        quality_mode: str = "fast",
         on_step: Callable[[int, int], None] | None = None,
     ) -> "PILImage": ...
diff --git a/backend/tests/test_api_calls.py b/backend/tests/test_api_calls.py
index 26f16e1cf..dbff900bc 100644
--- a/backend/tests/test_api_calls.py
+++ b/backend/tests/test_api_calls.py
@@ -454,6 +454,30 @@ def test_extra_prompt_appended(self, client, test_state, make_test_image):
         assert r.status_code == 200
         assert r.json()["prompt"].endswith("dramatic lighting")
 
+    def test_compositing_instruction_from_roles(self, client, test_state, make_test_image, fake_services):
+        # Location + prop refs => the prompt should instruct compositing, with the
+        # subject as image 1, location as image 2, prop as image 3.
+        payload = self._base_payload(make_test_image)
+        payload["extra_image_data_urls"] = [self._data_url(make_test_image), self._data_url(make_test_image)]
+        payload["extra_image_roles"] = ["location", "prop"]
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 200
+        prompt = r.json()["prompt"]
+        assert "into the scene shown in image 2" in prompt
+        assert "image 3" in prompt
+        # roles must reach the pipeline aligned with the refs
+        call = fake_services.qwen_multiangle_pipeline.generate_calls[-1]
+        assert call["extra_roles"] == ["location", "prop"]
+
+    def test_mismatched_roles_ignored(self, client, test_state, make_test_image):
+        # A roles list that doesn't line up with the refs is dropped, not applied.
+        payload = self._base_payload(make_test_image)
+        payload["extra_image_data_urls"] = [self._data_url(make_test_image)]
+        payload["extra_image_roles"] = ["location", "prop"]
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 200
+        assert "into the scene" not in r.json()["prompt"]
+
     def test_randomize_seed_returns_int(self, client, test_state, make_test_image):
         payload = self._base_payload(make_test_image)
         payload["seed"] = 42
diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index b7a7d2e00..f8cb6e296 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1666,7 +1666,7 @@ function Dock({ onClose }: { onClose: () => void }) {
   const TABS: Array<[GpmTab, string]> = [
     ['prompts', 'Prompts'], ['images', 'Images'], ['camera', 'Camera'],
     ['shot', 'Shot Setup'], ['plates', 'Plates'], ['workflow', 'Workflow'],
-    ['qwenAngle', 'Photo Studio + Multi-Angle'],
+    ['qwenAngle', 'Photo Edit + Multi-Angle'],
   ]
   const ALL_TABS: Array<[GpmTab, string]> = [...TABS, ['performance', 'Performance Studio']]
 
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index 43d48c6c8..e9a0aa6df 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -8,7 +8,7 @@ import { ApiClient } from '@/lib/api-client'
 import { saveToStudioAssets } from '@/lib/video-save-actions'
 import {
   AZIMUTH_BUCKETS, ELEVATION_BUCKETS, DISTANCE_BUCKETS,
-  snapAzimuth, snapElevation, snapPose, poseToPrompt,
+  snapAzimuth, snapElevation, snapPose, composePrompt,
 } from './qwen-angle-mapping'
 import { useGpmColors } from './gpm-theme'
 
@@ -16,9 +16,8 @@ import { useGpmColors } from './gpm-theme'
 // degrees, and these are the LoRA's real vocabulary words anyway.
 const ELEVATION_SHORT_LABELS = ['Low', 'Eye', 'Elevated', 'High']
 
-// Qwen-Image-Edit-2511 accepts ~3 input images total; the subject is one, so
-// cap extra references at 2. Also keeps the panel's in-memory state light.
-const MAX_EXTRA_REFS = 2
+// Qwen-Image-Edit-2511 accepts ~3 input images total; the subject is one, and
+// the two role slots (Location + Prop) fill the remaining two.
 
 // Camera-dot / sight-line accent. Deliberately a fixed hue (not the palette
 // accent) so the marker stays distinct from C.blue, which now follows the theme.
@@ -39,7 +38,7 @@ export interface ResultEntry {
    (busy, save status) stay local — resetting those on remount is fine. */
 export interface QwenAngleState {
   source: { name: string; dataUrl: string } | null
-  extraRefs: { name: string; dataUrl: string }[]
+  extraRefs: { name: string; dataUrl: string; role: 'location' | 'prop' }[]
   view: 'dial' | '3d'
   azDeg: number
   elDeg: number
@@ -47,7 +46,7 @@ export interface QwenAngleState {
   extraPrompt: string
   seed: number
   randomizeSeed: boolean
-  useLightning: boolean
+  qualityMode: 'fast' | 'balanced' | 'quality'
   history: ResultEntry[]
   histIdx: number
 }
@@ -62,7 +61,7 @@ export const DEFAULT_QWEN_ANGLE_STATE: QwenAngleState = {
   extraPrompt: '',
   seed: 42,
   randomizeSeed: false,
-  useLightning: true,
+  qualityMode: 'fast',
   history: [],
   histIdx: -1,
 }
@@ -137,7 +136,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   flash: (m: string) => void
 }) {
   const C = useGpmColors() // palette-aware; also redraws the canvas below on theme change
-  const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, useLightning, history, histIdx } = state
+  const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, qualityMode, history, histIdx } = state
   const setSource = makeFieldSetter(setState, 'source')
   const setExtraRefs = makeFieldSetter(setState, 'extraRefs')
   const setView = makeFieldSetter(setState, 'view')
@@ -147,7 +146,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const setExtraPrompt = makeFieldSetter(setState, 'extraPrompt')
   const setSeed = makeFieldSetter(setState, 'seed')
   const setRandomizeSeed = makeFieldSetter(setState, 'randomizeSeed')
-  const setUseLightning = makeFieldSetter(setState, 'useLightning')
+  const setQualityMode = makeFieldSetter(setState, 'qualityMode')
   const setHistory = makeFieldSetter(setState, 'history')
   const setHistIdx = makeFieldSetter(setState, 'histIdx')
   const [busy, setBusy] = useState(false)
@@ -164,7 +163,9 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const elIdx = snapElevation(elDeg)
   const pose = snapPose(azDeg, elDeg, DISTANCE_BUCKETS[znIdx].zoom)
   const isEcu = znIdx === 0 && /extreme close-up/i.test(extraPrompt)
-  const prompt = extraPrompt.trim() ? `${poseToPrompt(pose)}, ${extraPrompt.trim()}` : poseToPrompt(pose)
+  // Preview mirrors the backend's composed prompt (incl. the compositing clause
+  // from any Location/Prop refs) so what the user reads matches what's sent.
+  const prompt = composePrompt(pose, extraPrompt, extraRefs.map((r) => r.role))
 
   /* ---- source image: file picker + drag-drop (from disk or another GPM panel) ---- */
   const readDataUrl = (file: File) => new Promise<string>((res, rej) => {
@@ -214,22 +215,27 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     if (file?.type.startsWith('image/')) return { name: file.name, dataUrl: await readDataUrl(file) }
     return null
   }
-  const onExtraDrop = async (e: React.DragEvent) => {
+  // Refs are role-keyed (one Location + one Prop slot); setting a role replaces
+  // any existing ref of that role. Order is irrelevant — the backend reads each
+  // ref's role, not its position (see compose_prompt).
+  const refFor = (role: 'location' | 'prop') => extraRefs.find((r) => r.role === role) ?? null
+  const setRef = (role: 'location' | 'prop', ref: { name: string; dataUrl: string } | null) =>
+    setExtraRefs((rs) => [...rs.filter((r) => r.role !== role), ...(ref ? [{ ...ref, role }] : [])])
+  const pickRoleRef = useRef<'location' | 'prop'>('location')
+  const onSlotDrop = (role: 'location' | 'prop') => async (e: React.DragEvent) => {
     e.preventDefault()
     const ref = await extractRefFromDrag(e)
-    if (ref) setExtraRefs((rs) => (rs.length >= MAX_EXTRA_REFS ? rs : [...rs, ref]))
+    if (ref) setRef(role, ref)
   }
   const onExtraPick = async (e: React.ChangeEvent<HTMLInputElement>) => {
-    // Snapshot the File objects BEFORE clearing the input: `e.target.files` is a
-    // live FileList, and setting value = '' empties it — so reading it after the
-    // reset (as this did) always saw zero files and silently added nothing.
-    const files = e.target.files ? Array.from(e.target.files) : []
+    const file = e.target.files?.[0]
     e.target.value = ''
-    if (!files.length) return
-    const refs = await Promise.all(files.map(async (f) => ({ name: f.name, dataUrl: await readDataUrl(f) })))
-    setExtraRefs((rs) => [...rs, ...refs].slice(0, MAX_EXTRA_REFS))
+    if (file) setRef(pickRoleRef.current, { name: file.name, dataUrl: await readDataUrl(file) })
+  }
+  const openSlotPicker = (role: 'location' | 'prop') => {
+    pickRoleRef.current = role
+    extraFileRef.current?.click()
   }
-  const removeExtra = (i: number) => setExtraRefs((rs) => rs.filter((_, idx) => idx !== i))
 
   /* ---- 3D canvas draw ---- */
   useEffect(() => {
@@ -327,12 +333,13 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
       const result = await ApiClient.qwenMultiAngleGenerate({
         image_data_url: source.dataUrl,
         extra_image_data_urls: extraRefs.map((r) => r.dataUrl),
+        extra_image_roles: extraRefs.map((r) => r.role),
         azimuth_deg: azDeg,
         elevation_deg: elDeg,
         zoom: DISTANCE_BUCKETS[znIdx].zoom,
         seed,
         randomize_seed: randomizeSeed,
-        use_lightning: useLightning,
+        quality_mode: qualityMode,
         extra_prompt: extraPrompt,
       })
       if (!result.ok) {
@@ -397,7 +404,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     <div>
       <div className="flex items-center gap-2 mb-2">
         <Orbit size={16} style={{ color: C.blue }} />
-        <span className="text-sm font-semibold" style={{ color: C.text }}>Photo Studio + Multi-Angle</span>
+        <span className="text-sm font-semibold" style={{ color: C.text }}>Photo Edit + Multi-Angle</span>
       </div>
       <p className="text-[11px] mb-3" style={{ color: C.muted }}>
         Camera-angle editing via Qwen-Image-Edit. The first generation each session loads the model
@@ -429,34 +436,48 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
           </div>
           <input ref={fileRef} type="file" accept="image/*" className="hidden" onChange={(e) => void onSourcePick(e)} />
 
-          {/* extra reference images — prop, location, wardrobe. Fed to Qwen
-             alongside the subject (above) so it composes from full-fidelity
-             separate refs instead of one crammed sheet. */}
+          {/* Labeled reference slots. Fed to Qwen alongside the subject: the
+             Location plate is the scene the subject is composited INTO, the Prop
+             is an object the subject holds/uses. Roles drive compose_prompt on
+             the backend so the model is told to composite, not left to guess. */}
           <div className="mt-2">
-            <div className="text-[10px] mb-1" style={{ color: C.muted }}>References — prop, location, wardrobe · {extraRefs.length}/{MAX_EXTRA_REFS}</div>
-            <div className="flex flex-wrap gap-1.5">
-              {extraRefs.map((r, i) => (
-                <div key={i} className="relative rounded overflow-hidden" style={{ width: 160, height: 90, border: `1px solid ${C.border}` }} title={r.name}>
-                  <img src={r.dataUrl} alt={r.name} style={{ width: '100%', height: '100%', objectFit: 'cover', display: 'block' }} />
-                  <button
-                    onClick={() => removeExtra(i)}
-                    className="absolute top-0 right-0 h-5 w-5 flex items-center justify-center"
-                    style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }} title="Remove"
-                  ><X size={12} /></button>
-                </div>
-              ))}
-              {extraRefs.length < MAX_EXTRA_REFS && (
-                <div
-                  onDragOver={(e) => e.preventDefault()} onDrop={(e) => void onExtraDrop(e)}
-                  onClick={() => extraFileRef.current?.click()}
-                  className="flex items-center justify-center rounded cursor-pointer"
-                  style={{ width: 160, height: 90, border: `1px dashed ${C.borderLt}`, color: C.faint }}
-                  title="Add reference image (prop, location, wardrobe)"
-                ><Upload size={22} /></div>
-              )}
+            <div className="text-[10px] mb-1" style={{ color: C.muted }}>References — composited into the shot</div>
+            <div className="flex flex-wrap gap-2">
+              {([
+                { role: 'location', label: 'Location', hint: 'subject placed into this scene' },
+                { role: 'prop', label: 'Prop', hint: 'held / used by the subject' },
+              ] as const).map(({ role, label, hint }) => {
+                const r = refFor(role)
+                return (
+                  <div key={role} className="flex flex-col gap-0.5">
+                    <div className="text-[9px] font-medium" style={{ color: C.faint }}>{label}</div>
+                    {r ? (
+                      <div className="relative rounded overflow-hidden" style={{ width: 160, height: 90, border: `1px solid ${C.border}` }} title={`${label}: ${r.name}`}>
+                        <img src={r.dataUrl} alt={r.name} style={{ width: '100%', height: '100%', objectFit: 'cover', display: 'block' }} />
+                        <button
+                          onClick={() => setRef(role, null)}
+                          className="absolute top-0 right-0 h-5 w-5 flex items-center justify-center"
+                          style={{ background: 'rgba(0,0,0,0.6)', color: '#fff' }} title="Remove"
+                        ><X size={12} /></button>
+                      </div>
+                    ) : (
+                      <div
+                        onDragOver={(e) => e.preventDefault()} onDrop={(e) => void onSlotDrop(role)(e)}
+                        onClick={() => openSlotPicker(role)}
+                        className="flex flex-col items-center justify-center rounded cursor-pointer gap-0.5"
+                        style={{ width: 160, height: 90, border: `1px dashed ${C.borderLt}`, color: C.faint }}
+                        title={`Add ${label} reference — ${hint}`}
+                      >
+                        <Upload size={20} />
+                        <span className="text-[9px]">{hint}</span>
+                      </div>
+                    )}
+                  </div>
+                )
+              })}
             </div>
           </div>
-          <input ref={extraFileRef} type="file" accept="image/*" multiple className="hidden" onChange={(e) => void onExtraPick(e)} />
+          <input ref={extraFileRef} type="file" accept="image/*" className="hidden" onChange={(e) => void onExtraPick(e)} />
 
           {/* extra prompt — sits under the preview image to fill the space
              left over now that the image is a short 16:9 box. */}
@@ -569,17 +590,40 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
         ><Shuffle size={12} /></button>
       </div>
 
-      {/* lightning / fast mode */}
-      <label className="flex items-center gap-2 mb-3 cursor-pointer select-none">
-        <input
-          type="checkbox" checked={useLightning} onChange={(e) => setUseLightning(e.target.checked)}
-          className="h-3.5 w-3.5" style={{ accentColor: C.blue }}
-        />
-        <span className="text-[11px]" style={{ color: C.text }}>Lightning (4-step, fast)</span>
-        <span className="text-[10px]" style={{ color: C.faint }}>
-          {useLightning ? '~30s' : '28 steps, slower, higher quality'}
-        </span>
-      </label>
+      {/* quality mode: fast (4-step) / balanced (8-step) / quality (28-step base) */}
+      <div className="mb-3">
+        <div className="flex rounded-md overflow-hidden" style={{ border: `1px solid ${C.border}` }}>
+          {([
+            { key: 'fast', label: 'Fast', hint: '~30s' },
+            { key: 'balanced', label: 'Balanced', hint: '~60s' },
+            { key: 'quality', label: 'Quality', hint: '~130s' },
+          ] as const).map((opt, i) => {
+            const active = qualityMode === opt.key
+            return (
+              <button
+                key={opt.key}
+                onClick={() => setQualityMode(opt.key)}
+                className="flex-1 px-2 py-1.5 text-[11px] font-medium leading-tight"
+                style={{
+                  background: active ? C.blue : C.card,
+                  color: active ? '#fff' : C.muted,
+                  borderLeft: i === 0 ? 'none' : `1px solid ${C.border}`,
+                }}
+              >
+                {opt.label}
+                <span className="block text-[9px]" style={{ color: active ? 'rgba(255,255,255,0.8)' : C.faint }}>{opt.hint}</span>
+              </button>
+            )
+          })}
+        </div>
+        <div className="text-[10px] mt-1" style={{ color: C.faint }}>
+          {qualityMode === 'fast'
+            ? '4-step Lightning — fastest, softest skin'
+            : qualityMode === 'balanced'
+              ? '8-step Lightning — keeps more skin texture'
+              : '28-step base, no distillation — sharpest skin, slowest'}
+        </div>
+      </div>
 
       <button
         onClick={() => void generate()} disabled={!source || busy}
diff --git a/frontend/components/gpm/qwen-angle-mapping.ts b/frontend/components/gpm/qwen-angle-mapping.ts
index 39434fdde..008b51109 100644
--- a/frontend/components/gpm/qwen-angle-mapping.ts
+++ b/frontend/components/gpm/qwen-angle-mapping.ts
@@ -83,3 +83,37 @@ export function snapPose(azimuthDeg: number, elevationDeg: number, zoom: number)
 export function poseToPrompt(pose: SnappedPose): string {
   return `${TRIGGER} ${AZIMUTH_BUCKETS[pose.azimuthIndex].phrase} ${ELEVATION_BUCKETS[pose.elevationIndex].phrase} ${DISTANCE_BUCKETS[pose.distanceIndex].phrase}`
 }
+
+/* Mirror of backend compose_prompt() (angle_mapping.py) — MUST stay in lockstep
+   with it. The subject is image 1, so each extra ref is image i + 2 in the same
+   order the request sends them. A "location" ref composites the subject into that
+   scene; "prop" refs are added as objects present with the subject (placement left
+   to the freeform text). For live preview only — the backend is what's actually
+   sent. */
+export function composePrompt(
+  pose: SnappedPose,
+  extraPrompt: string,
+  extraRoles: ('location' | 'prop')[] = [],
+): string {
+  const locationImgs: number[] = []
+  const propImgs: number[] = []
+  extraRoles.forEach((role, i) => {
+    if (role === 'location') locationImgs.push(i + 2)
+    else if (role === 'prop') propImgs.push(i + 2)
+  })
+
+  const parts: string[] = []
+  if (locationImgs.length) {
+    parts.push(`Place the subject from image 1 into the scene shown in image ${locationImgs[0]}, keeping that location's architecture, lighting and background`)
+  }
+  if (propImgs.length) {
+    const which = propImgs.map((n) => `image ${n}`).join(' and ')
+    const noun = propImgs.length > 1 ? 'objects' : 'object'
+    const asProp = propImgs.length > 1 ? 'props' : 'a prop'
+    parts.push(`add the ${noun} from ${which} as ${asProp} with the subject`)
+  }
+
+  const base = parts.length ? `${parts.join('. ')}. ${poseToPrompt(pose)}` : poseToPrompt(pose)
+  const extra = extraPrompt.trim()
+  return extra ? `${base}, ${extra}` : base
+}
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index 0814d9561..7c5099df3 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -3790,6 +3790,18 @@
             "title": "Extra Image Data Urls",
             "type": "array"
           },
+          "extra_image_roles": {
+            "default": [],
+            "items": {
+              "enum": [
+                "location",
+                "prop"
+              ],
+              "type": "string"
+            },
+            "title": "Extra Image Roles",
+            "type": "array"
+          },
           "extra_prompt": {
             "default": "",
             "title": "Extra Prompt",
@@ -3799,6 +3811,16 @@
             "title": "Image Data Url",
             "type": "string"
           },
+          "quality_mode": {
+            "default": "fast",
+            "enum": [
+              "fast",
+              "balanced",
+              "quality"
+            ],
+            "title": "Quality Mode",
+            "type": "string"
+          },
           "randomize_seed": {
             "default": false,
             "title": "Randomize Seed",
@@ -3809,11 +3831,6 @@
             "title": "Seed",
             "type": "integer"
           },
-          "use_lightning": {
-            "default": true,
-            "title": "Use Lightning",
-            "type": "boolean"
-          },
           "zoom": {
             "title": "Zoom",
             "type": "number"
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index 1e61da494..e8b062bf1 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -2029,6 +2029,11 @@ export interface components {
             elevation_deg: number;
             /** Extra Image Data Urls */
             extra_image_data_urls?: string[];
+            /**
+             * Extra Image Roles
+             * @default []
+             */
+            extra_image_roles: ("location" | "prop")[];
             /**
              * Extra Prompt
              * @default
@@ -2036,6 +2041,12 @@ export interface components {
             extra_prompt: string;
             /** Image Data Url */
             image_data_url: string;
+            /**
+             * Quality Mode
+             * @default fast
+             * @enum {string}
+             */
+            quality_mode: "fast" | "balanced" | "quality";
             /**
              * Randomize Seed
              * @default false
@@ -2046,11 +2057,6 @@ export interface components {
              * @default 42
              */
             seed: number;
-            /**
-             * Use Lightning
-             * @default true
-             */
-            use_lightning: boolean;
             /** Zoom */
             zoom: number;
         };

From 817d20d7853fe9cd6055e81c78f7f38e9e2029b5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Sun, 20 Sep 2026 14:34:57 -0400
Subject: [PATCH 103/117] Multi-Angle: skin-realism LoRA + Lightning
 negative-prompt cleanup

- Add optional skin-realism adapter (prithivMLmods Hyper-Realistic-
  Portrait, native 2511) as a 4th "skin" LoRA. Its PEFT-style keys are
  normalized (.default. infix dropped, transformer. prefix added) to the
  diffusers convention so every key maps; live-verified applying with no
  missing/unexpected-key warnings. Stacks on any quality mode, weighted
  so it can't overpower the angles LoRA. Exposed as a "Skin realism"
  toggle + Strength slider (0.2-1.5, default 1.0). Restores pore-level
  skin detail on the fast Lightning path instead of needing 28-step.

- Only pass negative_prompt when CFG is on (true_cfg_scale > 1). The
  Lightning modes run at cfg 1.0, where diffusers ignores the negative
  prompt and warns; Quality (cfg 4.0) still gets it.

Request gains use_skin/skin_weight. Tests + regenerated OpenAPI types
included; pyright, pytest (TestQwenMultiAngle), and tsc all clean.
Live-verified in-app (ECU skin detail now production-grade).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 backend/api_types.py                          |  4 ++
 backend/handlers/qwen_multiangle_handler.py   |  2 +
 .../gguf_qwen_multiangle_pipeline.py          | 68 +++++++++++++++----
 .../qwen_multiangle_pipeline.py               |  2 +
 backend/tests/test_api_calls.py               | 10 +++
 .../components/gpm/QwenMultiAnglePanel.tsx    | 33 ++++++++-
 frontend/generated/backend-openapi.json       | 10 +++
 frontend/generated/backend-openapi.ts         | 10 +++
 8 files changed, 124 insertions(+), 15 deletions(-)

diff --git a/backend/api_types.py b/backend/api_types.py
index db524f587..4fa8a162b 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -618,6 +618,10 @@ class QwenMultiAngleGenerateRequest(BaseModel):
     # = 8-step Lightning (retains more texture, ~2x fast), "quality" = 28-step
     # base, no distillation LoRA (sharpest skin, slowest). See the GGUF pipeline.
     quality_mode: Literal["fast", "balanced", "quality"] = "fast"
+    # Optional skin-realism LoRA stacked on top of the active mode; skin_weight
+    # scales it (recommended ~0.6-1.2) so it doesn't overpower the angles LoRA.
+    use_skin: bool = False
+    skin_weight: float = 1.0
     extra_prompt: str = ""
 
 
diff --git a/backend/handlers/qwen_multiangle_handler.py b/backend/handlers/qwen_multiangle_handler.py
index a28cf0442..0c466b9d1 100644
--- a/backend/handlers/qwen_multiangle_handler.py
+++ b/backend/handlers/qwen_multiangle_handler.py
@@ -80,6 +80,8 @@ def _on_step(step: int, total_steps: int) -> None:
                 seed=seed,
                 extra_prompt=req.extra_prompt,
                 quality_mode=req.quality_mode,
+                use_skin=req.use_skin,
+                skin_weight=req.skin_weight,
                 on_step=_on_step,
             )
 
diff --git a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
index 239809000..198531949 100644
--- a/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/gguf_qwen_multiangle_pipeline.py
@@ -38,6 +38,14 @@
 LIGHTNING_4STEP_WEIGHT = "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors"
 LIGHTNING_8STEP_WEIGHT = "Qwen-Image-Edit-2511-Lightning-8steps-V1.0-bf16.safetensors"
 
+# Optional skin-realism adapter (prithivMLmods, native 2511 — pore-level skin
+# texture). Header-verified same rank 16 / dim 3072 as the angles LoRA, so it
+# stacks cleanly; the only difference is a PEFT ".default." infix and a missing
+# "transformer." prefix in its keys, normalized at load time. Off by default,
+# weighted at generate time so it never overpowers the angles LoRA.
+SKIN_LORA_REPO = "prithivMLmods/Qwen-Image-Edit-2511-Hyper-Realistic-Portrait"
+SKIN_LORA_WEIGHT = "HRP_5.safetensors"
+
 # Three sampling recipes selectable per generation (quality_mode). Both Lightning
 # LoRAs are distillations at CFG 1.0; the 8-step ("balanced") keeps noticeably
 # more high-frequency skin/texture detail than the 4-step ("fast") while staying
@@ -98,6 +106,23 @@ def __init__(self, device: "torch.device") -> None:
         pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_4STEP_WEIGHT, adapter_name="lightning4")
         pipe.load_lora_weights(LIGHTNING_LORA, weight_name=LIGHTNING_8STEP_WEIGHT, adapter_name="lightning8")
 
+        # Skin-realism adapter: normalize its PEFT-style keys
+        # (transformer_blocks.N…lora_A.default.weight) to the diffusers
+        # convention the other adapters use (transformer.transformer_blocks.N…
+        # lora_A.weight) so load_lora_weights maps every key.
+        logger.info("Loading Qwen multi-angle skin-realism LoRA…")
+        from safetensors.torch import load_file  # type: ignore[reportUnknownVariableType]  # local: heavy import
+
+        skin_path = hf_hub_download(SKIN_LORA_REPO, SKIN_LORA_WEIGHT)
+        skin_raw: dict[str, object] = load_file(skin_path)  # type: ignore[reportUnknownMemberType]
+        skin_state: dict[str, object] = {}
+        for key, tensor in skin_raw.items():
+            norm = key.replace(".default.", ".")
+            if not norm.startswith("transformer."):
+                norm = f"transformer.{norm}"
+            skin_state[norm] = tensor
+        pipe.load_lora_weights(skin_state, adapter_name="skin")
+
         # Load-bearing, not an optimization: the GGUF transformer (~17GB) and
         # bf16 text encoder (~16GB) sum to more than 24GB VRAM. These hooks
         # are what keep the two from ever being GPU-resident simultaneously
@@ -120,6 +145,8 @@ def generate(
         seed: int,
         extra_prompt: str = "",
         quality_mode: str = "fast",
+        use_skin: bool = False,
+        skin_weight: float = 1.0,
         on_step: "Callable[[int, int], None] | None" = None,
     ) -> "PILImage":
         import torch
@@ -129,15 +156,22 @@ def generate(
         prompt = compose_prompt(pose, extra_prompt, extra_roles or [])
 
         if quality_mode == "quality":
-            self._pipe.set_adapters(["angles"], adapter_weights=[1.0])
+            adapters, weights = ["angles"], [1.0]
             steps, cfg = QUALITY_STEPS, QUALITY_CFG
         elif quality_mode == "balanced":
-            self._pipe.set_adapters(["angles", "lightning8"], adapter_weights=[1.0, 1.0])
+            adapters, weights = ["angles", "lightning8"], [1.0, 1.0]
             steps, cfg = BALANCED_STEPS, BALANCED_CFG
         else:  # "fast" (default)
-            self._pipe.set_adapters(["angles", "lightning4"], adapter_weights=[1.0, 1.0])
+            adapters, weights = ["angles", "lightning4"], [1.0, 1.0]
             steps, cfg = FAST_STEPS, FAST_CFG
 
+        # Skin-realism stacks on top of whatever mode is active (most useful on
+        # the softer Lightning modes). Weighted so it can't overpower angles.
+        if use_skin and skin_weight > 0:
+            adapters.append("skin")
+            weights.append(skin_weight)
+        self._pipe.set_adapters(adapters, adapter_weights=weights)
+
         generator = torch.Generator(device="cpu").manual_seed(seed)
 
         def _on_step_end(pipeline: object, step: int, timestep: object, kwargs: dict[str, object]) -> dict[str, object]:
@@ -153,20 +187,26 @@ def _on_step_end(pipeline: object, step: int, timestep: object, kwargs: dict[str
         # — force PyTorch's native SDPA for this call regardless of what's
         # currently patched, then restore it so other pipelines in the same
         # process (LTX video) keep their SageAttention speedup.
+        # Plus pipeline (2511) accepts a list; subject first, then the extra
+        # references (prop/location) it composes from.
+        call_kwargs: dict[str, object] = {
+            "image": [image, *extra_images] if extra_images else image,
+            "prompt": prompt,
+            "true_cfg_scale": cfg,
+            "num_inference_steps": steps,
+            "generator": generator,
+            "callback_on_step_end": _on_step_end,
+        }
+        # A negative prompt only does anything when CFG is on (true_cfg_scale > 1);
+        # the Lightning modes run at cfg 1.0, where diffusers ignores it and warns.
+        # Only pass it when it will actually be used (Quality mode).
+        if cfg > 1:
+            call_kwargs["negative_prompt"] = " "
+
         patched_sdpa = F.scaled_dot_product_attention
         F.scaled_dot_product_attention = torch._C._nn.scaled_dot_product_attention  # type: ignore[assignment]
         try:
-            result = self._pipe(  # type: ignore[reportCallIssue]
-                # Plus pipeline (2511) accepts a list; subject first, then the
-                # extra references (prop/location) it composes from.
-                image=[image, *extra_images] if extra_images else image,
-                prompt=prompt,
-                negative_prompt=" ",
-                true_cfg_scale=cfg,
-                num_inference_steps=steps,
-                generator=generator,
-                callback_on_step_end=_on_step_end,
-            )
+            result = self._pipe(**call_kwargs)  # type: ignore[reportCallIssue]
             return result.images[0]  # type: ignore[reportUnknownMemberType]
         finally:
             F.scaled_dot_product_attention = patched_sdpa
diff --git a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
index 30578294e..1176be642 100644
--- a/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
+++ b/backend/services/qwen_multiangle_pipeline/qwen_multiangle_pipeline.py
@@ -40,5 +40,7 @@ def generate(
         seed: int,
         extra_prompt: str = "",
         quality_mode: str = "fast",
+        use_skin: bool = False,
+        skin_weight: float = 1.0,
         on_step: Callable[[int, int], None] | None = None,
     ) -> "PILImage": ...
diff --git a/backend/tests/test_api_calls.py b/backend/tests/test_api_calls.py
index dbff900bc..fd8912d42 100644
--- a/backend/tests/test_api_calls.py
+++ b/backend/tests/test_api_calls.py
@@ -478,6 +478,16 @@ def test_mismatched_roles_ignored(self, client, test_state, make_test_image):
         assert r.status_code == 200
         assert "into the scene" not in r.json()["prompt"]
 
+    def test_skin_params_forwarded(self, client, test_state, make_test_image, fake_services):
+        payload = self._base_payload(make_test_image)
+        payload["use_skin"] = True
+        payload["skin_weight"] = 0.8
+        r = client.post("/api/qwen-multiangle/generate", json=payload)
+        assert r.status_code == 200
+        call = fake_services.qwen_multiangle_pipeline.generate_calls[-1]
+        assert call["use_skin"] is True
+        assert call["skin_weight"] == 0.8
+
     def test_randomize_seed_returns_int(self, client, test_state, make_test_image):
         payload = self._base_payload(make_test_image)
         payload["seed"] = 42
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index e9a0aa6df..d25d22f4d 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -47,6 +47,8 @@ export interface QwenAngleState {
   seed: number
   randomizeSeed: boolean
   qualityMode: 'fast' | 'balanced' | 'quality'
+  useSkin: boolean
+  skinWeight: number
   history: ResultEntry[]
   histIdx: number
 }
@@ -62,6 +64,8 @@ export const DEFAULT_QWEN_ANGLE_STATE: QwenAngleState = {
   seed: 42,
   randomizeSeed: false,
   qualityMode: 'fast',
+  useSkin: false,
+  skinWeight: 1.0,
   history: [],
   histIdx: -1,
 }
@@ -136,7 +140,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   flash: (m: string) => void
 }) {
   const C = useGpmColors() // palette-aware; also redraws the canvas below on theme change
-  const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, qualityMode, history, histIdx } = state
+  const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, qualityMode, useSkin, skinWeight, history, histIdx } = state
   const setSource = makeFieldSetter(setState, 'source')
   const setExtraRefs = makeFieldSetter(setState, 'extraRefs')
   const setView = makeFieldSetter(setState, 'view')
@@ -147,6 +151,8 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
   const setSeed = makeFieldSetter(setState, 'seed')
   const setRandomizeSeed = makeFieldSetter(setState, 'randomizeSeed')
   const setQualityMode = makeFieldSetter(setState, 'qualityMode')
+  const setUseSkin = makeFieldSetter(setState, 'useSkin')
+  const setSkinWeight = makeFieldSetter(setState, 'skinWeight')
   const setHistory = makeFieldSetter(setState, 'history')
   const setHistIdx = makeFieldSetter(setState, 'histIdx')
   const [busy, setBusy] = useState(false)
@@ -340,6 +346,8 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
         seed,
         randomize_seed: randomizeSeed,
         quality_mode: qualityMode,
+        use_skin: useSkin,
+        skin_weight: skinWeight,
         extra_prompt: extraPrompt,
       })
       if (!result.ok) {
@@ -625,6 +633,29 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
         </div>
       </div>
 
+      {/* skin-realism LoRA — stacks on any mode; weight scales its strength */}
+      <div className="mb-3">
+        <label className="flex items-center gap-2 cursor-pointer select-none">
+          <input
+            type="checkbox" checked={useSkin} onChange={(e) => setUseSkin(e.target.checked)}
+            className="h-3.5 w-3.5" style={{ accentColor: C.blue }}
+          />
+          <span className="text-[11px]" style={{ color: C.text }}>Skin realism</span>
+          <span className="text-[10px]" style={{ color: C.faint }}>pore-level detail on faces/skin</span>
+        </label>
+        {useSkin && (
+          <div className="flex items-center gap-2 mt-1.5 pl-5">
+            <span className="text-[10px]" style={{ color: C.muted }}>Strength</span>
+            <input
+              type="range" min={0.2} max={1.5} step={0.05} value={skinWeight}
+              onChange={(e) => setSkinWeight(parseFloat(e.target.value))}
+              className="flex-1" style={{ accentColor: C.blue }}
+            />
+            <span className="text-[10px] font-mono w-8 text-right" style={{ color: C.text }}>{skinWeight.toFixed(2)}</span>
+          </div>
+        )}
+      </div>
+
       <button
         onClick={() => void generate()} disabled={!source || busy}
         className="relative w-full overflow-hidden rounded-md px-3 py-2 text-xs font-semibold mb-3 disabled:opacity-40"
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index 7c5099df3..8a999ac6a 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -3831,6 +3831,16 @@
             "title": "Seed",
             "type": "integer"
           },
+          "skin_weight": {
+            "default": 1.0,
+            "title": "Skin Weight",
+            "type": "number"
+          },
+          "use_skin": {
+            "default": false,
+            "title": "Use Skin",
+            "type": "boolean"
+          },
           "zoom": {
             "title": "Zoom",
             "type": "number"
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index e8b062bf1..bee09e85a 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -2057,6 +2057,16 @@ export interface components {
              * @default 42
              */
             seed: number;
+            /**
+             * Skin Weight
+             * @default 1
+             */
+            skin_weight: number;
+            /**
+             * Use Skin
+             * @default false
+             */
+            use_skin: boolean;
             /** Zoom */
             zoom: number;
         };

From 6020d32cbc3f3f815cac59d703294cabe76ef5a8 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 21 Sep 2026 00:32:31 -0400
Subject: [PATCH 104/117] Performance Studio: fix on-screen text overlay +
 dialogue pre-roll

Two prompt-generation fixes for the Performance Studio tool:

- Rename the "Subtext:" layer label to "Inner life:". LTX read the
  "Subtext:" line as an on-screen text cue and burned the following
  words into the video. The internal fam.subtext property is unchanged;
  only the emitted label differs.

- Add a Timing line and lead the dialogue-case prompt with a positive,
  present-tense speaking action ("speaking from the first frame"). The
  old negation ("do not hold a long silent pause") fed the model the
  tokens it then rendered, leaving 2-3s of silent performance before
  the first word. Front-loading speech pulls the onset toward frame one.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/gpm-core/performance.ts | 14 ++++++++++++--
 ltx-gpm.jsx                      | 13 +++++++++++--
 2 files changed, 23 insertions(+), 4 deletions(-)

diff --git a/frontend/gpm-core/performance.ts b/frontend/gpm-core/performance.ts
index c32f21798..f67445e06 100644
--- a/frontend/gpm-core/performance.ts
+++ b/frontend/gpm-core/performance.ts
@@ -343,11 +343,12 @@ export function assemblePerformance(input: PerfInput): PerfResult {
     { k: "FACS", v: `${wp.facs.join(" + ")} at ${iw} intensity` },
     { k: "Anatomical", v: anat },
     { k: "Performance", v: wp.perf },
-    { k: "Subtext", v: fam.subtext },
+    { k: "Inner life", v: fam.subtext },
   ];
 
   if (line) {
     layers.push({ k: "Dialogue", v: `"${line}"` });
+    layers.push({ k: "Timing", v: "The character is already speaking as the shot opens — the mouth is in motion and the first word lands within the opening frames, with speech carrying through the clip." });
     const dn = perfDeliveryNote(delivery);
     if (dn) layers.push({ k: "Delivery", v: dn });
     layers.push({ k: "Lip sync", v: "Be sure to get dialogue and lip sync perfectly aligned." });
@@ -355,5 +356,14 @@ export function assemblePerformance(input: PerfInput): PerfResult {
     layers.push({ k: "No dialogue", v: "No dialogue. The character does not speak; lips remain still and at rest." });
   }
 
-  return { label, layers, text: layers.map((l) => `${l.k}: ${l.v}`).join("\n") };
+  const body = layers.map((l) => `${l.k}: ${l.v}`).join("\n");
+  // Video models weight the opening sentence most and largely ignore abstract
+  // timing directives, so when there is dialogue we lead the prompt with the
+  // speaking action itself (positive, present-tense — no "pause"/"silence"
+  // tokens) to pull the first word toward frame one rather than mid-clip.
+  const text = line
+    ? `The character is speaking from the first frame, mouth already in motion as the shot opens.\n${body}`
+    : body;
+
+  return { label, layers, text };
 }
diff --git a/ltx-gpm.jsx b/ltx-gpm.jsx
index 71e053f53..3e17cd6bb 100644
--- a/ltx-gpm.jsx
+++ b/ltx-gpm.jsx
@@ -113,17 +113,26 @@ function assemblePerformance({ familyIndex = 0, intensity = 0.5, asymmetry = 0.2
     { k: "FACS", v: `${wp.facs.join(" + ")} at ${iw} intensity` },
     { k: "Anatomical", v: anat },
     { k: "Performance", v: wp.perf },
-    { k: "Subtext", v: fam.subtext },
+    { k: "Inner life", v: fam.subtext },
   ];
   if (line) {
     layers.push({ k: "Dialogue", v: `"${line}"` });
+    layers.push({ k: "Timing", v: "The character is already speaking as the shot opens — the mouth is in motion and the first word lands within the opening frames, with speech carrying through the clip." });
     const dn = perfDeliveryNote(delivery);
     if (dn) layers.push({ k: "Delivery", v: dn });
     layers.push({ k: "Lip sync", v: "Be sure to get dialogue and lip sync perfectly aligned." });
   } else {
     layers.push({ k: "No dialogue", v: "No dialogue. The character does not speak; lips remain still and at rest." });
   }
-  return { label, layers, text: layers.map((l) => `${l.k}: ${l.v}`).join("\n") };
+  const body = layers.map((l) => `${l.k}: ${l.v}`).join("\n");
+  // Video models weight the opening sentence most and largely ignore abstract
+  // timing directives, so when there is dialogue we lead the prompt with the
+  // speaking action itself (positive, present-tense — no "pause"/"silence"
+  // tokens) to pull the first word toward frame one rather than mid-clip.
+  const text = line
+    ? `The character is speaking from the first frame, mouth already in motion as the shot opens.\n${body}`
+    : body;
+  return { label, layers, text };
 }
 
 // ---- Shot engine (faithful subset) ------------------------------------------

From 7799cedbdbdf6543153863357901cc66c84b7fe0 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 21 Sep 2026 00:32:43 -0400
Subject: [PATCH 105/117] Video editor: live export progress bar

The Export modal jumped from 0% straight to 100% because ffmpeg progress
was never sent to the renderer (runFfmpeg only logged frame= lines). Wire
real progress end to end:

- runFfmpeg gains an onProgress callback that parses ffmpeg's time= field
  (splitting stderr on \r too, since ffmpeg rewrites its progress line in
  place with carriage returns).
- export-handler computes total program duration and emits an
  export-progress IPC event across stages: Encoding video 0-85%,
  Mixing audio 85%, Finalizing 90-100% (an h264 mux stream-copies and
  snaps to 100%; ProRes/VP9 re-encode and fill the tail for real).
- Expose onExportProgress in preload + schema (ExportProgress type),
  mirroring the onBackendHealthStatus subscription pattern.
- ExportModal subscribes during export, updates the bar and stage label,
  and unsubscribes in finally (guarded by abortRef on cancel).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 electron/export/export-handler.ts   | 30 +++++++++++++++++++++++++++--
 electron/export/ffmpeg-utils.ts     | 21 +++++++++++++++++---
 electron/preload.ts                 | 10 +++++++++-
 frontend/components/ExportModal.tsx | 10 ++++++++++
 shared/electron-api-schema.ts       |  9 +++++++++
 5 files changed, 74 insertions(+), 6 deletions(-)

diff --git a/electron/export/export-handler.ts b/electron/export/export-handler.ts
index 8004f2080..56118bce7 100644
--- a/electron/export/export-handler.ts
+++ b/electron/export/export-handler.ts
@@ -2,6 +2,7 @@ import path from 'path'
 import fs from 'fs'
 import os from 'os'
 import { getAllowedRoots } from '../config'
+import { getMainWindow } from '../window'
 import { logger } from '../logger'
 import { validatePath } from '../path-validation'
 import { findFfmpegPath, runFfmpeg, stopExportProcess } from './ffmpeg-utils'
@@ -50,6 +51,19 @@ export function registerExportHandlers(): void {
       }
     }
 
+    // Total program duration drives the progress percentage: ffmpeg reports the
+    // encoded position (`time=`), which we divide by this to get a fraction.
+    const totalDur = computeFinalVideoDuration(segments)
+    const emitProgress = (percent: number, stage: string) => {
+      getMainWindow()?.webContents.send('export-progress', {
+        percent: Math.max(0, Math.min(100, Math.round(percent))),
+        stage,
+      })
+    }
+    // The video encode (step 1) is by far the longest, so it owns most of the
+    // bar; audio + mux share the tail. (An h264 mux is a stream copy and flies.)
+    const VIDEO_SHARE = 85
+
     const tmpDir = os.tmpdir()
     const ts = Date.now()
     const tmpVideo = path.join(tmpDir, `ltx-export-video-${ts}.mkv`)
@@ -68,14 +82,19 @@ export function registerExportHandlers(): void {
         const filterFile = path.join(tmpDir, `ltx-filter-v-${ts}.txt`)
         fs.writeFileSync(filterFile, filterScript, 'utf8')
 
+        emitProgress(0, 'Encoding video')
         const r = await runFfmpeg(ffmpegPath, [
           '-y', ...inputs, '-filter_complex_script', filterFile,
           '-map', '[outv]', '-an', '-c:v', 'libx264', '-preset', 'fast', '-crf', '16', '-pix_fmt', 'yuv420p', tmpVideo
-        ])
+        ], (t) => {
+          const frac = totalDur > 0 ? t / totalDur : 0
+          emitProgress(frac * VIDEO_SHARE, 'Encoding video')
+        })
         try { fs.unlinkSync(filterFile) } catch {}
         if (!r.success) { cleanup(); return { success: false, error: r.error } }
       }
 
+      emitProgress(VIDEO_SHARE, 'Mixing audio')
       logger.info( '[Export] Step 2: Audio mixdown (PCM buffer approach)')
       // A dissolve overlaps two clips, shrinking the program's real duration
       // below the naive sum of clip lengths (see buildDissolveTimeRemap) -
@@ -105,6 +124,7 @@ export function registerExportHandlers(): void {
         if (!r.success) { cleanup(); return { success: false, error: r.error } }
       }
 
+      emitProgress(90, 'Finalizing')
       logger.info( '[Export] Step 3: Combining video + audio')
       let videoCodecArgs: string[]
       let audioCodecArgs: string[]
@@ -128,10 +148,16 @@ export function registerExportHandlers(): void {
         '-map', '0:v', '-map', '1:a',
         ...(canCopyVideo ? ['-c:v', 'copy'] : videoCodecArgs),
         ...audioCodecArgs, '-shortest', outputPath
-      ])
+      ], (t) => {
+        // Re-encoding codecs (ProRes/VP9) spend real time here; map it to the
+        // last 10%. h264 stream-copies and finishes near-instantly.
+        const frac = totalDur > 0 ? t / totalDur : 0
+        emitProgress(90 + frac * 10, 'Finalizing')
+      })
 
       cleanup()
       if (!r.success) return { success: false, error: r.error }
+      emitProgress(100, 'Done')
       logger.info( `[Export] Done: ${outputPath}`)
       return { success: true }
     } catch (err) {
diff --git a/electron/export/ffmpeg-utils.ts b/electron/export/ffmpeg-utils.ts
index 44242c6f7..7cd86cbcb 100644
--- a/electron/export/ffmpeg-utils.ts
+++ b/electron/export/ffmpeg-utils.ts
@@ -53,8 +53,14 @@ export function fileHasAudio(ffmpegPath: string, filePath: string): boolean {
 }
 
 
-/** Run an ffmpeg command and return a promise. Logs stderr and sets activeExportProcess. */
-export function runFfmpeg(ffmpegPath: string, args: string[]): Promise<{ success: boolean; error?: string }> {
+/** Run an ffmpeg command and return a promise. Logs stderr and sets activeExportProcess.
+ *  `onProgress`, if given, is called with the encoded output position in seconds
+ *  (parsed from ffmpeg's `time=` field) so callers can drive a progress bar. */
+export function runFfmpeg(
+  ffmpegPath: string,
+  args: string[],
+  onProgress?: (outTimeSec: number) => void,
+): Promise<{ success: boolean; error?: string }> {
   return new Promise((resolve) => {
     logger.info( `[ffmpeg] spawn: ${args.join(' ').slice(0, 400)}`)
     const proc = spawn(ffmpegPath, args, { stdio: ['pipe', 'pipe', 'pipe'] })
@@ -63,11 +69,20 @@ export function runFfmpeg(ffmpegPath: string, args: string[]): Promise<{ success
     proc.stderr?.on('data', (chunk: Buffer) => {
       const text = chunk.toString()
       stderrLog += text
-      const lines = text.trim().split('\n')
+      // ffmpeg rewrites its progress line in place with carriage returns, so
+      // split on both \r and \n to see each update, not one giant line.
+      const lines = text.split(/[\r\n]+/)
       for (const line of lines) {
         if (line.includes('frame=') || line.includes('Error') || line.includes('error')) {
           logger.info( `[ffmpeg] ${line.trim().slice(0, 200)}`)
         }
+        if (onProgress) {
+          const m = line.match(/time=\s*(\d+):(\d+):(\d+(?:\.\d+)?)/)
+          if (m) {
+            const sec = Number(m[1]) * 3600 + Number(m[2]) * 60 + parseFloat(m[3])
+            if (Number.isFinite(sec)) onProgress(sec)
+          }
+        }
       }
     })
     proc.on('close', (code) => {
diff --git a/electron/preload.ts b/electron/preload.ts
index a18efb814..8ac87ecb7 100644
--- a/electron/preload.ts
+++ b/electron/preload.ts
@@ -1,4 +1,4 @@
-import { electronAPISchemas, type BackendHealthStatus, type UpdateStatePayload } from '../shared/electron-api-schema'
+import { electronAPISchemas, type BackendHealthStatus, type UpdateStatePayload, type ExportProgress } from '../shared/electron-api-schema'
 
 const { contextBridge, ipcRenderer, webUtils } = require('electron')
 
@@ -24,6 +24,14 @@ api.onBackendHealthStatus = (cb: (data: BackendHealthStatus) => void) => {
   }
 }
 
+api.onExportProgress = (cb: (data: ExportProgress) => void) => {
+  const listener = (_: unknown, data: ExportProgress) => cb(data)
+  ipcRenderer.on('export-progress', listener)
+  return () => {
+    ipcRenderer.removeListener('export-progress', listener)
+  }
+}
+
 api.onMenuAction = (cb: (action: string) => void) => {
   const listener = (_: unknown, action: string) => cb(action)
   ipcRenderer.on('menu-action', listener)
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 2c3ebf63a..1a33d1bb5 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -347,6 +347,7 @@ export function ExportModal({ projectName }: ExportModalProps) {
     setExportFrameInfo('Preparing...')
     abortRef.current = false
 
+    let unsubscribe: (() => void) | undefined
     try {
       const codecInfo = CODEC_INFO[settings.codec]
       
@@ -367,6 +368,13 @@ export function ExportModal({ projectName }: ExportModalProps) {
       // Build clip data for ffmpeg native export (video/image + audio clips)
       setExportFrameInfo('Starting ffmpeg...')
 
+      // Live progress pushed from the main process as ffmpeg encodes.
+      unsubscribe = window.electronAPI?.onExportProgress?.(({ percent, stage }) => {
+        if (abortRef.current) return
+        setExportProgress(percent)
+        if (stage) setExportFrameInfo(stage)
+      })
+
       const result = await window.electronAPI?.exportNative({
         clips: exportClips,
         outputPath: filePath,
@@ -391,6 +399,8 @@ export function ExportModal({ projectName }: ExportModalProps) {
     } catch (err) {
       setExportError(String(err))
       setExportStatus('error')
+    } finally {
+      unsubscribe?.()
     }
   }, [burnSubtitles, exportClips, letterbox, projectName, settings, subtitleData, timeline])
 
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index f3dc04476..2ab344cdf 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -477,10 +477,19 @@ type InvokeAPI = {
     : (input: z.infer<Schemas[K]['input']>) => Promise<z.infer<Schemas[K]['output']>>
 }
 
+/** Live video-export progress pushed from the main process while ffmpeg runs. */
+export interface ExportProgress {
+  /** 0–100, overall across the export's ffmpeg stages. */
+  percent: number
+  /** Human-readable current stage, e.g. "Encoding video", "Finalizing". */
+  stage: string
+}
+
 export type ElectronAPI = InvokeAPI & {
   onPythonSetupProgress: (cb: (data: unknown) => void) => void
   removePythonSetupProgress: () => void
   onBackendHealthStatus: (cb: (data: BackendHealthStatus) => void) => (() => void)
+  onExportProgress: (cb: (data: ExportProgress) => void) => (() => void)
   onMenuAction: (cb: (action: string) => void) => (() => void)
   /** Fires (debounced) when the Studio Assets library folder changes on disk. */
   onGpmLibChanged: (cb: () => void) => (() => void)

From c953973aca571deb9ad778fe94ea229dc7521495 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 21 Sep 2026 00:32:54 -0400
Subject: [PATCH 106/117] Photo Edit + Multi-Angle: prompt injection +
 render-time chip

- Inject destination toggle (injectTarget: main | qwen). Reroutes every
  Prompt Manager Inject button (Prompts/Camera/Performance/Shot/Workflow)
  so saved prompts can land in the Multi-Angle extra-prompt box (comma-
  appended, not replaced) instead of the main LTX Create prompt.

- The toggle lives under the extra-prompt textarea inside the panel (easy
  to find where you type), not in the dock headers.

- Auto-switch: opening the enlarged Multi-Angle workspace points injection
  at the panel; shrinking it points back at the LTX prompt box, so text
  can't accidentally be injected into Create. Switching the enlarged view
  to another tab keeps it on qwen so injecting a saved prompt from there
  still lands in the box; manual toggling is respected between transitions.

- Render-time chip (Clock + M:SS, bottom-left) on the Multi-Angle result,
  matching the Create-canvas chips; each generation is timed via
  performance.now() and stored on the result entry.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx  | 31 ++++++++++-
 .../components/gpm/QwenMultiAnglePanel.tsx    | 54 ++++++++++++++++++-
 2 files changed, 81 insertions(+), 4 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index f8cb6e296..37c25e763 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -31,7 +31,7 @@ import { saveDataUrlToTempFile, GPM_IMAGE_DND_TYPE, type GpmDndImage } from './g
 import { FILE_DND, type LibFile } from './DownloadsBrowser'
 import { usePromptManagerProOpen, setPromptManagerProOpen } from './prompt-manager-pro-store'
 import { MediaThumb } from './MediaThumb'
-import { QwenMultiAnglePanel, DEFAULT_QWEN_ANGLE_STATE, type QwenAngleState } from './QwenMultiAnglePanel'
+import { QwenMultiAnglePanel, DEFAULT_QWEN_ANGLE_STATE, type QwenAngleState, type InjectTarget } from './QwenMultiAnglePanel'
 import { C } from './gpm-theme'
 
 // Camera reference thumbnails, bundled by Vite. Map filename -> resolved URL.
@@ -1579,6 +1579,9 @@ function Dock({ onClose }: { onClose: () => void }) {
   const { setGenSpacePromptInjection, setCurrentTab, setGenSpaceInputImagePath, clearGenSpacePrompt } = useProjects()
 
   const [gpmTab, setGpmTab] = useState<GpmTab>('performance')
+  // Where every panel's "Inject" button sends its text: the main LTX Create
+  // prompt box, or the Photo Edit + Multi-Angle panel's extra-prompt field.
+  const [injectTarget, setInjectTarget] = useState<InjectTarget>('main')
   const [search, setSearch] = useState('')
   const [toast, setToast] = useState<string | null>(null)
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
@@ -1648,6 +1651,18 @@ function Dock({ onClose }: { onClose: () => void }) {
   const copyText = (txt: string) => { void navigator.clipboard?.writeText(txt); flash('Copied to clipboard') }
   const injectIntoPrompt = (txt: string) => {
     if (!txt.trim()) return
+    if (injectTarget === 'qwen') {
+      // Append to the Multi-Angle extra-prompt (comma-joined, matching how its
+      // own controls build up that field) and surface the panel so the user
+      // sees where it landed. Stays inside the Prompt Manager — no tab switch.
+      setQwenAngleState((s) => ({
+        ...s,
+        extraPrompt: s.extraPrompt.trim() ? `${s.extraPrompt.trim()}, ${txt.trim()}` : txt.trim(),
+      }))
+      if (expanded) setExpandedTab('qwenAngle'); else setGpmTab('qwenAngle')
+      flash('Injected into Multi-Angle')
+      return
+    }
     setCurrentTab('gen-space')
     setGenSpacePromptInjection(txt)
     flash('Injected into prompt')
@@ -1685,6 +1700,18 @@ function Dock({ onClose }: { onClose: () => void }) {
     return () => window.removeEventListener('keydown', onKey)
   }, [expanded])
 
+  // Point injection at the Multi-Angle box while its enlarged workspace is
+  // showing, and back at the LTX prompt when it shrinks — so the user never has
+  // to remember to flip it, and can't accidentally inject Multi-Angle text into
+  // Create. Manual toggling within a state is respected: this only reacts to the
+  // enlarge/shrink transitions (deps), not to injectTarget itself. Switching the
+  // *enlarged* view to another tab leaves it on 'qwen' so injecting a saved
+  // prompt from there still lands in the Multi-Angle box.
+  useEffect(() => {
+    if (expanded && expandedTab === 'qwenAngle') setInjectTarget('qwen')
+    else if (!expanded) setInjectTarget('main')
+  }, [expanded, expandedTab])
+
   const renderPanel = (tab: GpmTab) => (
     <>
       {tab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
@@ -1694,7 +1721,7 @@ function Dock({ onClose }: { onClose: () => void }) {
       {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
       {tab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
-      {tab === 'qwenAngle' && <QwenMultiAnglePanel state={qwenAngleState} setState={setQwenAngleState} onUse={sendImageToGenSpace} flash={flash} />}
+      {tab === 'qwenAngle' && <QwenMultiAnglePanel state={qwenAngleState} setState={setQwenAngleState} onUse={sendImageToGenSpace} flash={flash} injectTarget={injectTarget} setInjectTarget={setInjectTarget} />}
     </>
   )
   // Don't render the docked panel for the tab that's currently enlarged: that mounted TWO live
diff --git a/frontend/components/gpm/QwenMultiAnglePanel.tsx b/frontend/components/gpm/QwenMultiAnglePanel.tsx
index d25d22f4d..c4eb80f0c 100644
--- a/frontend/components/gpm/QwenMultiAnglePanel.tsx
+++ b/frontend/components/gpm/QwenMultiAnglePanel.tsx
@@ -1,5 +1,5 @@
 import { useEffect, useRef, useState } from 'react'
-import { Orbit, Upload, X, ChevronLeft, ChevronRight, Send, Save, Shuffle } from 'lucide-react'
+import { Orbit, Upload, X, ChevronLeft, ChevronRight, Send, Save, Shuffle, Clock } from 'lucide-react'
 import type { GpmImage } from './gpm-storage'
 import { gpmId } from './gpm-storage'
 import { GPM_IMAGE_DND_TYPE, type GpmDndImage, saveDataUrlToTempFile } from './gpm-image-file'
@@ -23,12 +23,26 @@ const ELEVATION_SHORT_LABELS = ['Low', 'Eye', 'Elevated', 'High']
 // accent) so the marker stays distinct from C.blue, which now follows the theme.
 const ACCENT2 = '#ff5c93'
 
+// Render-time chip formatter — mirrors the Create canvas ("M:SS").
+function formatClock(ms: number): string {
+  const totalSec = Math.max(0, Math.round(ms / 1000))
+  const m = Math.floor(totalSec / 60)
+  const s = totalSec % 60
+  return `${m}:${s.toString().padStart(2, '0')}`
+}
+
+/** Where Prompt Manager "Inject" buttons route their text. */
+export type InjectTarget = 'main' | 'qwen'
+
 export interface ResultEntry {
   id: string
   dataUrl: string
   prompt: string
   seed: number
   isMock: boolean
+  /** Wall-clock generation time in ms, shown as a chip on the result (older
+   *  saved entries predate this field, so it is optional). */
+  renderMs?: number
 }
 
 /* State that must survive the panel unmounting/remounting when the dock
@@ -133,11 +147,13 @@ function drawPolyline(
   }
 }
 
-export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
+export function QwenMultiAnglePanel({ state, setState, onUse, flash, injectTarget, setInjectTarget }: {
   state: QwenAngleState
   setState: React.Dispatch<React.SetStateAction<QwenAngleState>>
   onUse: (img: GpmImage) => void
   flash: (m: string) => void
+  injectTarget: InjectTarget
+  setInjectTarget: (t: InjectTarget) => void
 }) {
   const C = useGpmColors() // palette-aware; also redraws the canvas below on theme change
   const { source, extraRefs, view, azDeg, elDeg, znIdx, extraPrompt, seed, randomizeSeed, qualityMode, useSkin, skinWeight, history, histIdx } = state
@@ -324,6 +340,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
     if (!source || busy) return
     setBusy(true)
     setGenProgress(null)
+    const startedAt = performance.now()
     // Poll the app's existing generic generation-progress endpoint (used by
     // video/image gen too) for live step counts while the request is
     // in-flight — the backend's on_step callback updates the same
@@ -360,6 +377,7 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
         prompt: result.data.prompt,
         seed: result.data.seed,
         isMock: false,
+        renderMs: Math.round(performance.now() - startedAt),
       }
       // One atomic update, not setHistory(...) nesting a setHistIdx(...) call
       // inside its updater — both fields live on the same lifted `state` now
@@ -502,6 +520,27 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
               </button>
             )}
           </div>
+
+          {/* Inject destination — parked next to the box it fills so it's easy
+             to find. Governs where Prompt Manager "Inject" buttons send text:
+             this extra-prompt box, or the main LTX Create prompt. Auto-flips to
+             Multi-Angle when this panel is enlarged and back to LTX Prompt when
+             it shrinks (see PromptManagerPro), so it rarely needs touching. */}
+          <div className="flex items-center gap-2 mt-2">
+            <span className="text-[10px] font-medium shrink-0" style={{ color: C.muted }}>Inject to</span>
+            <div className="flex rounded-md overflow-hidden flex-1" style={{ border: `1px solid ${C.border}` }}>
+              {([['main', 'LTX Prompt'], ['qwen', 'Multi-Angle']] as const).map(([key, lbl]) => {
+                const active = injectTarget === key
+                return (
+                  <button
+                    key={key} onClick={() => setInjectTarget(key)}
+                    className="flex-1 text-[11px] py-1 font-medium transition-colors"
+                    style={{ background: active ? C.blue : C.card, color: active ? '#fff' : C.muted }}
+                  >{lbl}</button>
+                )
+              })}
+            </div>
+          </div>
         </div>
 
         {/* camera controls */}
@@ -702,6 +741,17 @@ export function QwenMultiAnglePanel({ state, setState, onUse, flash }: {
               Preview &middot; backend not wired yet
             </div>
           )}
+          {/* Render-time chip — parked bottom-left, matching the Create canvas. */}
+          {current?.renderMs != null && (
+            <div
+              className="absolute bottom-2 left-2 flex items-center gap-1 px-1.5 py-0.5 rounded-md text-[10px] font-mono tabular-nums pointer-events-none backdrop-blur-md"
+              style={{ background: 'rgba(0,0,0,0.5)', color: 'rgba(255,255,255,0.9)' }}
+              title="Render time"
+            >
+              <Clock size={10} />
+              {formatClock(current.renderMs)}
+            </div>
+          )}
           {history.length > 1 && (
             <>
               <button

From 4c49ee58059fa884c1c40028bf1bf9f4596acf57 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 21 Sep 2026 00:43:22 -0400
Subject: [PATCH 107/117] Prompt Manager: card-style prompt thumbnails +
 folders collapsed on open

- Prompt visual-cue thumbnails were full-width with object-cover capped at
  120px, so in the enlarged Prompts window they rendered as a long thin
  strip. Bound them to a 16:9 card (max 420px, object-cover) matching the
  Images-tab MediaThumb look; the remove button now anchors to the image.

- Image/prompt folders (Section ids if-*/pf-*) now start COLLAPSED on app
  open instead of expanded, so a large library doesn't fill the panel.
  Functional panel sections (Controls, Presets, ...) still open expanded;
  collapse/expand-all still governs everything (allOverride gates the
  fresh-open default without breaking expand-all).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 24 ++++++++++++++------
 1 file changed, 17 insertions(+), 7 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 37c25e763..4b96cde9c 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1349,11 +1349,11 @@ function PromptsPanel({
                   ) : (
                     <>
                       {thumbs[p.id] && (
-                        <div className="relative mb-2 group/thumb">
+                        <div className="relative mb-2 group/thumb" style={{ width: '100%', maxWidth: 420 }}>
                           <img
                             src={thumbs[p.id]} alt="" loading="lazy"
-                            className="w-full rounded object-cover"
-                            style={{ maxHeight: 120, border: `1px solid ${C.border}` }}
+                            className="rounded object-cover"
+                            style={{ width: '100%', aspectRatio: '16 / 9', display: 'block', background: '#000', border: `1px solid ${C.border}` }}
                           />
                           <button
                             onClick={() => removeThumb(p.id)}
@@ -1587,12 +1587,22 @@ function Dock({ onClose }: { onClose: () => void }) {
   const flash = (m: string) => { setToast(m); setTimeout(() => setToast(null), 1600) }
 
   // Collapsible state shared across tabs + collapse-all.
+  //   sectionsOpen: per-section explicit overrides (from clicking a header).
+  //   allOverride:  null until the user hits collapse/expand-all, then forces
+  //                 every section to that state.
+  // Fresh open (no override): image/prompt FOLDERS (ids "if-*"/"pf-*") start
+  // COLLAPSED so a big library doesn't fill the panel, while functional panel
+  // sections (Controls, Presets, …) still open expanded. Expand-all opens
+  // everything including folders.
   const [sectionsOpen, setSectionsOpen] = useState<Record<string, boolean>>({})
-  const [allOpen, setAllOpen] = useState(true)
-  const toggleAll = () => { setAllOpen((a) => !a); setSectionsOpen({}) }
+  const [allOverride, setAllOverride] = useState<boolean | null>(null)
+  const isFolderSection = (id: string) => id.startsWith('if-') || id.startsWith('pf-')
+  const defaultOpen = (id: string) => allOverride ?? (isFolderSection(id) ? false : true)
+  const allOpen = allOverride ?? true // drives the collapse/expand-all icon
+  const toggleAll = () => { setAllOverride((v) => !(v ?? true)); setSectionsOpen({}) }
   const ctl: SectionCtl = {
-    isOpen: (id) => sectionsOpen[id] ?? allOpen,
-    toggle: (id) => setSectionsOpen((s) => ({ ...s, [id]: !(s[id] ?? allOpen) })),
+    isOpen: (id) => sectionsOpen[id] ?? defaultOpen(id),
+    toggle: (id) => setSectionsOpen((s) => ({ ...s, [id]: !(s[id] ?? defaultOpen(id)) })),
   }
 
   const [perf, setPerf] = useState<PerfState>({

From ae4f51be3e11145fd845c456f2e79f48789e9cd5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 21 Sep 2026 00:49:02 -0400
Subject: [PATCH 108/117] Prompt Manager: 2-column prompt grid in the enlarged
 workspace

The enlarged Prompts tab stacked cards in one column while the Images tab
showed two. Thread a `wide` flag through renderPanel (true only for the
enlarged workspace) so PromptsPanel lays cards out in a 2-column grid there,
matching Images; the docked strip stays single-column (too narrow for two).
Also drop the 420px thumbnail cap so visual-cue images fill their grid
column like the Images-tab thumbnails.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/components/gpm/PromptManagerPro.tsx | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/frontend/components/gpm/PromptManagerPro.tsx b/frontend/components/gpm/PromptManagerPro.tsx
index 4b96cde9c..25d2f1a0c 100644
--- a/frontend/components/gpm/PromptManagerPro.tsx
+++ b/frontend/components/gpm/PromptManagerPro.tsx
@@ -1203,8 +1203,8 @@ async function dataUrlFromImageDrop(e: React.DragEvent): Promise<string | null>
 }
 
 function PromptsPanel({
-  ctl, onCopy, onInject, flash,
-}: { ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void; flash: (m: string) => void }) {
+  ctl, onCopy, onInject, flash, wide = false,
+}: { ctl: SectionCtl; onCopy: (t: string) => void; onInject: (t: string) => void; flash: (m: string) => void; wide?: boolean }) {
   const [folders, setFolders] = useState<GpmPromptFolder[]>([])
   const [search, setSearch] = useState('')
   const [newFolder, setNewFolder] = useState('')
@@ -1327,7 +1327,7 @@ function PromptsPanel({
               </div>
             )}
             {cards.length === 0 && <p className="text-[11px]" style={{ color: C.faint }}>No prompts. Use + to add one.</p>}
-            <div className="space-y-2">
+            <div className={wide ? 'grid grid-cols-2 gap-2 items-start' : 'space-y-2'}>
               {cards.map((p) => (
                 <div
                   key={p.id}
@@ -1349,7 +1349,7 @@ function PromptsPanel({
                   ) : (
                     <>
                       {thumbs[p.id] && (
-                        <div className="relative mb-2 group/thumb" style={{ width: '100%', maxWidth: 420 }}>
+                        <div className="relative mb-2 group/thumb" style={{ width: '100%' }}>
                           <img
                             src={thumbs[p.id]} alt="" loading="lazy"
                             className="rounded object-cover"
@@ -1722,13 +1722,15 @@ function Dock({ onClose }: { onClose: () => void }) {
     else if (!expanded) setInjectTarget('main')
   }, [expanded, expandedTab])
 
-  const renderPanel = (tab: GpmTab) => (
+  // `wide` is true only for the enlarged workspace, where the panel is roomy
+  // enough for a 2-column prompt grid (the docked strip stays single-column).
+  const renderPanel = (tab: GpmTab, wide = false) => (
     <>
       {tab === 'performance' && <PerformancePanel perf={perf} setPerf={setPerf} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'shot' && <ShotPanel shot={shot} setShot={setShot} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} srcImage={shotSrcImage} setSrcImage={setShotSrcImage} />}
       {tab === 'camera' && <CameraPanel search={search} setSearch={setSearch} camCat={camCat} setCamCat={setCamCat} onInject={injectIntoPrompt} flash={flash} />}
       {tab === 'workflow' && <WorkflowPanel wf={wf} setWf={setWf} perfText={perfText} ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} onUseImage={sendImageToGenSpace} flash={flash} />}
-      {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} />}
+      {tab === 'prompts' && <PromptsPanel ctl={ctl} onCopy={copyText} onInject={injectIntoPrompt} flash={flash} wide={wide} />}
       {tab === 'images' && <ImagesPanel ctl={ctl} onCopy={copyText} onUse={sendImageToGenSpace} flash={flash} />}
       {tab === 'plates' && <PlatesPanel onUse={sendImageToGenSpace} flash={flash} activeId={platesActiveId} setActiveId={setPlatesActiveId} sceneLens={sceneLens} setSceneLens={setSceneLens} sceneAimRef={sceneAimRef} />}
       {tab === 'qwenAngle' && <QwenMultiAnglePanel state={qwenAngleState} setState={setQwenAngleState} onUse={sendImageToGenSpace} flash={flash} injectTarget={injectTarget} setInjectTarget={setInjectTarget} />}
@@ -1865,7 +1867,7 @@ function Dock({ onClose }: { onClose: () => void }) {
             })}
           </div>
           <div className="overflow-y-auto p-5">
-            {renderPanel(expandedTab)}
+            {renderPanel(expandedTab, true)}
           </div>
         </div>
       )}

From 67db41483ab15ffbc83a6b653af58de3ab0ae452 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 22 Sep 2026 21:40:15 -0400
Subject: [PATCH 109/117] Gen Space: intuitive prompt-box resize + polish
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Replace the native textarea resize grip (grew downward, felt backwards)
with a custom up-pointing triangle handle above the box: drag up to grow
it, clamped 70px–60vh. Scope a thicker, accent-colored scrollbar to the
prompt box and quiet its hover cursor. Recolor the Clear button red.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/index.css          | 17 +++++++++++++++
 frontend/views/GenSpace.tsx | 43 +++++++++++++++++++++++++++++++++----
 2 files changed, 56 insertions(+), 4 deletions(-)

diff --git a/frontend/index.css b/frontend/index.css
index c6559d060..2ec987b00 100644
--- a/frontend/index.css
+++ b/frontend/index.css
@@ -76,6 +76,23 @@ body {
   background: #555;
 }
 
+/* Prompt box scrollbar — thicker + accent-colored to match the color scheme */
+.prompt-scroll::-webkit-scrollbar {
+  width: 12px;
+  cursor: default;
+}
+.prompt-scroll::-webkit-scrollbar-track {
+  cursor: default;
+}
+.prompt-scroll::-webkit-scrollbar-thumb {
+  background: rgb(var(--accent) / 0.6);
+  border-radius: 6px;
+  cursor: default;
+}
+.prompt-scroll::-webkit-scrollbar-thumb:hover {
+  background: rgb(var(--accent));
+}
+
 /* Drag and drop styling */
 .dropzone-active {
   border-color: rgb(var(--accent)) !important;
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 22cc015e8..5fa7f506c 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -761,6 +761,7 @@ function PromptBar({
   const [isDragOver, setIsDragOver] = useState(false)
   const [isLastDragOver, setIsLastDragOver] = useState(false)
   const [isAudioDragOver, setIsAudioDragOver] = useState(false)
+  const [promptBoxHeight, setPromptBoxHeight] = useState(70)
   const isRetake = mode === 'retake'
   const isExtend = mode === 'extend'
   const isIcLora = mode === 'ic-lora'
@@ -976,6 +977,32 @@ function PromptBar({
     }
   }
 
+  // Custom vertical resize: grab the handle above the prompt box and drag UP to
+  // grow it (native textarea resize grows downward from the bottom-right grip,
+  // which felt backwards). Dragging up = taller, dragging down = shorter.
+  const MIN_PROMPT_HEIGHT = 70
+  const MAX_PROMPT_HEIGHT = Math.round(window.innerHeight * 0.6)
+  const handleResizeStart = useCallback((e: React.PointerEvent) => {
+    e.preventDefault()
+    const startY = e.clientY
+    const startHeight = promptBoxHeight
+    const onMove = (ev: PointerEvent) => {
+      // Dragging up (clientY decreases) increases height.
+      const next = startHeight + (startY - ev.clientY)
+      setPromptBoxHeight(Math.max(MIN_PROMPT_HEIGHT, Math.min(MAX_PROMPT_HEIGHT, next)))
+    }
+    const onUp = () => {
+      document.removeEventListener('pointermove', onMove)
+      document.removeEventListener('pointerup', onUp)
+      document.body.style.cursor = ''
+      document.body.style.userSelect = ''
+    }
+    document.addEventListener('pointermove', onMove)
+    document.addEventListener('pointerup', onUp)
+    document.body.style.cursor = 'ns-resize'
+    document.body.style.userSelect = 'none'
+  }, [promptBoxHeight, MAX_PROMPT_HEIGHT])
+
   const showStop = Boolean(isGenerating && onStop)
   const stopDisabled = Boolean(isCancelling)
   const generateDisabled = isGenerating || !canGenerate || isEnhancingPrompt
@@ -1107,14 +1134,22 @@ function PromptBar({
           </div>
         )}
 
-        {/* Prompt input - fills remaining width; drag the corner to resize height */}
+        {/* Prompt input - fills remaining width; drag the handle above it to resize height */}
         <div className="flex-1 min-w-0 py-1">
+          {/* Resize handle: thick, easy-to-grab bar; drag UP to grow the box. */}
+          <div
+            onPointerDown={handleResizeStart}
+            title="Drag up to enlarge the prompt box"
+            className="group flex h-3.5 w-full cursor-ns-resize items-center justify-center touch-none"
+          >
+            <div className="h-0 w-0 border-l-[8px] border-r-[8px] border-b-[10px] border-l-transparent border-r-transparent border-b-accent/70 group-hover:border-b-accent transition-colors" />
+          </div>
           <textarea
             value={prompt}
             onChange={(e) => onPromptChange(e.target.value)}
             onKeyDown={handleKeyDown}
             spellCheck
-            rows={3}
+            style={{ height: `${promptBoxHeight}px` }}
             onDragOver={(e) => {
               if (e.dataTransfer.types.includes(GPM_IMAGE_DND_TYPE) || e.dataTransfer.types.includes(FILE_DND) || e.dataTransfer.types.includes('asset')) e.preventDefault()
             }}
@@ -1135,7 +1170,7 @@ function PromptBar({
                     : "A close-up of a woman talking on the phone...")
                 : "The woman sips from a cup of coffee..."
             }
-            className="w-full bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-y overflow-y-auto h-[70px] min-h-[70px] max-h-[60vh] leading-5"
+            className="prompt-scroll w-full bg-transparent text-white text-sm placeholder:text-zinc-500 focus:outline-none px-2 py-2 resize-none overflow-y-auto leading-5"
           />
         </div>
 
@@ -1172,7 +1207,7 @@ function PromptBar({
           onClick={onClearPrompt}
           disabled={!prompt}
           title="Clear the prompt box"
-          className="ml-8 flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold bg-[#1f8fff] hover:bg-[#3d9fff] text-white transition-colors disabled:opacity-40 disabled:cursor-not-allowed"
+          className="ml-8 flex items-center gap-1 px-2.5 py-1.5 rounded-md text-[11px] font-semibold bg-red-600 hover:bg-red-500 text-white transition-colors disabled:opacity-40 disabled:cursor-not-allowed"
         >
           <Eraser className="h-3.5 w-3.5" />
           Clear

From 2c048e395b22a06428e8eeae26950bed23f6bcbd Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 22 Sep 2026 21:57:16 -0400
Subject: [PATCH 110/117] Gen Space: multi-select + bulk tag/delete in the
 library

Add a Select mode to the Create-canvas gallery: click cards or drag a
marquee (shift/ctrl to add) to build a selection, then tag or delete
every selected image/video at once. The selection controls sit inline in
the gallery toolbar next to the Select button. Marquee hit-testing runs
in the scroller's content space so it stays correct while scrolling.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 276 +++++++++++++++++++++++++++++++++---
 1 file changed, 254 insertions(+), 22 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 5fa7f506c..29d063bb9 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -4,7 +4,8 @@ import {
   Trash2, Download, Image, Video, X,
   Heart, Film, Volume2, VolumeX, Sparkles, Sparkle,
   Clock, Monitor, ChevronUp, Scissors, Music, Undo2, Redo2, Loader2,
-  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, Wand2, Rows3, RefreshCw, Clapperboard
+  ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, Wand2, Rows3, RefreshCw, Clapperboard,
+  CheckSquare
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -133,6 +134,9 @@ function AssetCard({
   bins,
   onTag,
   onRequestNewTag,
+  selectMode = false,
+  selected = false,
+  onToggleSelect,
 }: {
   asset: Asset
   onDelete: () => void
@@ -149,6 +153,9 @@ function AssetCard({
   bins: Record<string, string>
   onTag: (binId: string | null) => void
   onRequestNewTag: () => void
+  selectMode?: boolean
+  selected?: boolean
+  onToggleSelect?: () => void
 }) {
   const hoverVideoRef = useRef<HTMLVideoElement>(null)
   const [isHovered, setIsHovered] = useState(false)
@@ -201,16 +208,31 @@ function AssetCard({
 
   return (
     <div
-      className="relative group cursor-pointer rounded-xl overflow-hidden bg-zinc-900"
-      onMouseEnter={() => setIsHovered(true)}
+      data-asset-id={asset.id}
+      className={`relative group cursor-pointer rounded-xl overflow-hidden bg-zinc-900 ${
+        selectMode && selected ? 'ring-2 ring-accent ring-offset-2 ring-offset-zinc-950' : ''
+      }`}
+      onMouseEnter={() => { if (!selectMode) setIsHovered(true) }}
       onMouseLeave={() => {
         setIsHovered(false)
         setCurrentTime(0)
       }}
-      onClick={onPlay}
-      draggable={asset.type === 'image'}
-      onDragStart={(e) => asset.type === 'image' && onDragStart(e, asset)}
+      onClick={selectMode ? () => onToggleSelect?.() : onPlay}
+      draggable={asset.type === 'image' && !selectMode}
+      onDragStart={(e) => asset.type === 'image' && !selectMode && onDragStart(e, asset)}
     >
+      {/* Selection checkbox overlay (multi-select mode) */}
+      {selectMode && (
+        <div className="absolute inset-0 z-30 flex items-start justify-start p-2 pointer-events-none">
+          <div className={`flex h-6 w-6 items-center justify-center rounded-md border-2 transition-colors ${
+            selected ? 'bg-accent border-accent text-white' : 'bg-black/50 border-white/70 text-transparent'
+          }`}>
+            <Check className="h-4 w-4" strokeWidth={3} />
+          </div>
+        </div>
+      )}
+      {/* In select mode, a full-card shield swallows hover controls so clicks only toggle selection. */}
+      {selectMode && <div className="absolute inset-0 z-20" />}
       {asset.type === 'video' ? (
         <div className="relative w-full aspect-video bg-zinc-900">
           {asset.bigThumbnailPath && (
@@ -1725,11 +1747,23 @@ export function GenSpace() {
   // Electron's renderer doesn't implement window.prompt(), so new tag/folder
   // names go through this small modal instead. '__bar__' = creating from the
   // chip bar (no asset assignment); an assetId = creating + assigning to it.
-  const [creatingTagFor, setCreatingTagFor] = useState<'__bar__' | string | null>(null)
+  // '__bar__' = new tag from the chip bar (no assignment); '__selection__' =
+  // new tag applied to the current multi-selection; an assetId = assign to it.
+  const [creatingTagFor, setCreatingTagFor] = useState<'__bar__' | '__selection__' | string | null>(null)
   const [newTagName, setNewTagName] = useState('')
   const [gallerySize, setGallerySize] = useState<GallerySize>('medium')
   const [showSizeMenu, setShowSizeMenu] = useState(false)
   const sizeMenuRef = useRef<HTMLDivElement>(null)
+  // Multi-select: bulk-tag/delete many assets at once. Drag a marquee over the
+  // grid, or click cards, to build a selection, then tag/delete them together.
+  const [selectMode, setSelectMode] = useState(false)
+  const [selectedIds, setSelectedIds] = useState<Set<string>>(() => new Set())
+  const [marquee, setMarquee] = useState<{ left: number; top: number; width: number; height: number } | null>(null)
+  const gridScrollRef = useRef<HTMLDivElement>(null)
+  const marqueeStartRef = useRef<{ x: number; y: number } | null>(null)
+  const marqueeBaseRef = useRef<Set<string>>(new Set())
+  const marqueeDraggedRef = useRef(false)
+  const suppressCardClickRef = useRef(false)
   const persistedVideoKeyRef = useRef<string | null>(null)
   const retakeSubmissionRef = useRef<{
     prompt: string
@@ -3640,6 +3674,128 @@ export function GenSpace() {
   const favoriteCount = useMemo(() => assets.filter(a => a.favorite).length, [assets])
   const isLibraryMode = mode === 'video' || mode === 'image'
 
+  // ── Multi-select helpers ──────────────────────────────────────────────
+  const clearSelection = useCallback(() => setSelectedIds(new Set()), [])
+
+  const toggleSelect = useCallback((id: string) => {
+    setSelectedIds(prev => {
+      const next = new Set(prev)
+      if (next.has(id)) next.delete(id)
+      else next.add(id)
+      return next
+    })
+  }, [])
+
+  const selectAllVisible = useCallback(() => {
+    setSelectedIds(new Set(filteredAssets.map(a => a.id)))
+  }, [filteredAssets])
+
+  const exitSelectMode = useCallback(() => {
+    setSelectMode(false)
+    setSelectedIds(new Set())
+    setMarquee(null)
+    marqueeStartRef.current = null
+  }, [])
+
+  // Assign an existing tag (or clear) across every selected asset at once.
+  const applyTagToSelection = useCallback((binId: string | null) => {
+    if (!currentProjectId) return
+    for (const id of selectedIds) {
+      updateAsset(currentProjectId, id, { binId: binId ?? undefined })
+    }
+  }, [currentProjectId, selectedIds, updateAsset])
+
+  const deleteSelection = useCallback(() => {
+    if (selectedIds.size === 0) return
+    if (!window.confirm(`Delete ${selectedIds.size} selected item${selectedIds.size === 1 ? '' : 's'}? This can't be undone.`)) return
+    for (const id of selectedIds) handleDelete(id)
+    setSelectedIds(new Set())
+  }, [selectedIds, handleDelete])
+
+  // Create a new tag from the modal, then route it to whatever asked for it:
+  // the chip bar (create only), a single asset, or the whole multi-selection.
+  const commitNewTag = useCallback(() => {
+    const name = newTagName.trim()
+    const target = creatingTagFor
+    if (!name || !currentProjectId || target === null) return
+    const binId = createBin(currentProjectId, name)
+    if (target === '__selection__') {
+      for (const id of selectedIds) updateAsset(currentProjectId, id, { binId })
+    } else if (target !== '__bar__') {
+      updateAsset(currentProjectId, target, { binId })
+    }
+    setCreatingTagFor(null)
+    setNewTagName('')
+  }, [newTagName, creatingTagFor, currentProjectId, createBin, selectedIds, updateAsset])
+
+  // Marquee (rubber-band) drag-select over the grid. Coordinates are kept in the
+  // scroll container's content space (viewport offset + scroll) so the overlay
+  // and hit-testing stay correct while the grid scrolls.
+  const MARQUEE_THRESHOLD = 5
+  const computeMarqueeHits = useCallback((box: { left: number; top: number; right: number; bottom: number }) => {
+    const container = gridScrollRef.current
+    if (!container) return [] as string[]
+    const crect = container.getBoundingClientRect()
+    const hits: string[] = []
+    container.querySelectorAll<HTMLElement>('[data-asset-id]').forEach(el => {
+      const r = el.getBoundingClientRect()
+      const left = r.left - crect.left + container.scrollLeft
+      const top = r.top - crect.top + container.scrollTop
+      const right = left + r.width
+      const bottom = top + r.height
+      const intersects = left < box.right && right > box.left && top < box.bottom && bottom > box.top
+      if (intersects) {
+        const id = el.getAttribute('data-asset-id')
+        if (id) hits.push(id)
+      }
+    })
+    return hits
+  }, [])
+
+  const handleMarqueePointerDown = useCallback((e: React.PointerEvent) => {
+    if (!selectMode || e.button !== 0) return
+    const container = gridScrollRef.current
+    if (!container) return
+    const crect = container.getBoundingClientRect()
+    marqueeStartRef.current = {
+      x: e.clientX - crect.left + container.scrollLeft,
+      y: e.clientY - crect.top + container.scrollTop,
+    }
+    // Additive when holding shift/ctrl: keep the existing selection as the base.
+    marqueeBaseRef.current = (e.shiftKey || e.ctrlKey || e.metaKey) ? new Set(selectedIds) : new Set()
+    marqueeDraggedRef.current = false
+  }, [selectMode, selectedIds])
+
+  const handleMarqueePointerMove = useCallback((e: React.PointerEvent) => {
+    const start = marqueeStartRef.current
+    const container = gridScrollRef.current
+    if (!start || !container) return
+    const crect = container.getBoundingClientRect()
+    const x = e.clientX - crect.left + container.scrollLeft
+    const y = e.clientY - crect.top + container.scrollTop
+    if (!marqueeDraggedRef.current) {
+      if (Math.abs(x - start.x) < MARQUEE_THRESHOLD && Math.abs(y - start.y) < MARQUEE_THRESHOLD) return
+      marqueeDraggedRef.current = true
+      container.setPointerCapture?.(e.pointerId)
+    }
+    const box = {
+      left: Math.min(start.x, x),
+      top: Math.min(start.y, y),
+      right: Math.max(start.x, x),
+      bottom: Math.max(start.y, y),
+    }
+    setMarquee({ left: box.left, top: box.top, width: box.right - box.left, height: box.bottom - box.top })
+    const hits = computeMarqueeHits(box)
+    setSelectedIds(new Set([...marqueeBaseRef.current, ...hits]))
+  }, [computeMarqueeHits])
+
+  const handleMarqueePointerUp = useCallback(() => {
+    if (marqueeDraggedRef.current) suppressCardClickRef.current = true
+    marqueeStartRef.current = null
+    marqueeDraggedRef.current = false
+    setMarquee(null)
+  }, [])
+
   // Memoized so typing in the prompt box (which re-renders GenSpace) doesn't
   // rebuild every thumbnail. Recomputes only when the assets or a card handler
   // actually change — all deps are stable (useCallback/useMemo/stable setters).
@@ -3661,11 +3817,18 @@ export function GenSpace() {
       bins={bins}
       onTag={(binId) => currentProjectId && updateAsset(currentProjectId, asset.id, { binId: binId ?? undefined })}
       onRequestNewTag={() => setCreatingTagFor(asset.id)}
+      selectMode={selectMode}
+      selected={selectedIds.has(asset.id)}
+      onToggleSelect={() => {
+        if (suppressCardClickRef.current) { suppressCardClickRef.current = false; return }
+        toggleSelect(asset.id)
+      }}
     />
   )), [
     filteredAssets, bins, handleDelete, handleDragStart, handleCreateVideo, handleRegenerate,
     handleRetake, handleExtend, handleIcLora, forceApiGenerations, currentProjectId,
     toggleFavorite, updateAsset, setSelectedAsset, setCreatingTagFor,
+    selectMode, selectedIds, toggleSelect,
   ])
 
   // Navigation for the asset preview modal
@@ -3838,6 +4001,74 @@ export function GenSpace() {
               )}
             </div>
             <div className="flex items-center gap-2">
+            <button
+              onClick={() => { if (selectMode) exitSelectMode(); else setSelectMode(true) }}
+              className={`flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium transition-colors ${
+                selectMode
+                  ? 'bg-accent/20 text-accent border border-accent/40'
+                  : 'text-zinc-400 hover:text-white hover:bg-zinc-800'
+              }`}
+              title="Select multiple items to tag or delete them together"
+            >
+              <CheckSquare className="h-4 w-4" />
+              {selectMode ? 'Done' : 'Select'}
+            </button>
+
+            {/* Multi-select actions — inline by the Select button so they're never missed */}
+            {selectMode && (
+              <>
+                <span className="text-sm font-medium text-white tabular-nums px-1">
+                  {selectedIds.size} selected
+                </span>
+                <button
+                  onClick={selectAllVisible}
+                  className="px-2.5 py-1.5 rounded-md text-xs font-medium text-zinc-300 hover:text-white hover:bg-zinc-800 transition-colors"
+                >
+                  Select all
+                </button>
+                <button
+                  onClick={clearSelection}
+                  disabled={selectedIds.size === 0}
+                  className="px-2.5 py-1.5 rounded-md text-xs font-medium text-zinc-300 hover:text-white hover:bg-zinc-800 transition-colors disabled:opacity-40 disabled:cursor-not-allowed"
+                >
+                  Clear
+                </button>
+                <div className={selectedIds.size === 0 ? 'opacity-40 pointer-events-none' : ''}>
+                  <SettingsDropdown
+                    title="Tag selected"
+                    value=""
+                    placement="below"
+                    onChange={(value) => {
+                      if (value === '__new__') setCreatingTagFor('__selection__')
+                      else if (value === '__none__') applyTagToSelection(null)
+                      else applyTagToSelection(value)
+                    }}
+                    trigger={
+                      <span className="flex items-center gap-1.5 rounded-md text-xs font-semibold text-white">
+                        <Tag className="h-3.5 w-3.5" />
+                        Tag
+                        <ChevronUp className="h-3 w-3 rotate-180" />
+                      </span>
+                    }
+                    triggerClassName="bg-accent hover:bg-accent-dark"
+                    options={[
+                      { value: '__none__', label: 'Remove from folder' },
+                      ...Object.entries(bins).map(([binId, name]) => ({ value: binId, label: name })),
+                      { value: '__new__', label: '+ New Tag…' },
+                    ]}
+                  />
+                </div>
+                <button
+                  onClick={deleteSelection}
+                  disabled={selectedIds.size === 0}
+                  className="flex items-center gap-1.5 px-2.5 py-1.5 rounded-md text-xs font-semibold bg-red-600 hover:bg-red-500 text-white transition-colors disabled:opacity-40 disabled:cursor-not-allowed"
+                >
+                  <Trash2 className="h-3.5 w-3.5" />
+                  Delete
+                </button>
+                <div className="w-px h-5 bg-zinc-700 mx-0.5" />
+              </>
+            )}
             <button
               onClick={() => setShowFavorites(!showFavorites)}
               className={`flex items-center gap-1.5 px-3 py-1.5 rounded-md text-sm font-medium transition-colors ${
@@ -3901,7 +4132,20 @@ export function GenSpace() {
           </div>
 
           {/* Assets grid — fills remaining space, scrollable */}
-          <div className="overflow-y-auto overflow-x-hidden [scrollbar-gutter:stable] flex-1">
+          <div
+            ref={gridScrollRef}
+            className={`relative overflow-y-auto overflow-x-hidden [scrollbar-gutter:stable] flex-1 ${selectMode ? 'select-none' : ''}`}
+            onPointerDown={selectMode ? handleMarqueePointerDown : undefined}
+            onPointerMove={selectMode ? handleMarqueePointerMove : undefined}
+            onPointerUp={selectMode ? handleMarqueePointerUp : undefined}
+          >
+            {/* Marquee (rubber-band) rectangle while drag-selecting */}
+            {marquee && (
+              <div
+                className="absolute z-40 rounded-sm border border-accent bg-accent/15 pointer-events-none"
+                style={{ left: marquee.left, top: marquee.top, width: marquee.width, height: marquee.height }}
+              />
+            )}
             <div className={`grid ${gallerySizeClasses[gallerySize]} gap-4`}>
               {isGenerating && (
                 <div className="relative rounded-xl overflow-hidden bg-zinc-800 aspect-video">
@@ -4311,12 +4555,7 @@ export function GenSpace() {
               onKeyDown={(e) => {
                 if (e.key === 'Enter') {
                   e.preventDefault()
-                  const name = newTagName.trim()
-                  if (!name || !currentProjectId) return
-                  const binId = createBin(currentProjectId, name)
-                  if (creatingTagFor !== '__bar__') updateAsset(currentProjectId, creatingTagFor, { binId })
-                  setCreatingTagFor(null)
-                  setNewTagName('')
+                  commitNewTag()
                 } else if (e.key === 'Escape') {
                   setCreatingTagFor(null)
                   setNewTagName('')
@@ -4333,14 +4572,7 @@ export function GenSpace() {
                 Cancel
               </button>
               <button
-                onClick={() => {
-                  const name = newTagName.trim()
-                  if (!name || !currentProjectId) return
-                  const binId = createBin(currentProjectId, name)
-                  if (creatingTagFor !== '__bar__') updateAsset(currentProjectId, creatingTagFor, { binId })
-                  setCreatingTagFor(null)
-                  setNewTagName('')
-                }}
+                onClick={commitNewTag}
                 disabled={!newTagName.trim()}
                 className="rounded-md px-3 py-1.5 text-xs font-medium bg-blue-600 text-white disabled:opacity-40"
               >

From 3ceb1c668bdbe7ce7b5a5170f545f67ba848c3b8 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Tue, 22 Sep 2026 22:00:31 -0400
Subject: [PATCH 111/117] Release v1.3.0

Bundles the Gen Space prompt-box resize/polish and library multi-select
(bulk tag + delete) work on top of v1.2.7.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 package.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/package.json b/package.json
index 86ec690a1..f523dc2a6 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "rix-desktop-studio-pro",
   "productName": "RiX Desktop Studio Pro",
-  "version": "1.2.7",
+  "version": "1.3.0",
   "description": "RiX Desktop Studio Pro — AI video studio built on LTX-2",
   "type": "module",
   "main": "dist-electron/main.js",

From 48b67b87ede52b9ee5c4ed6b65fa8e7f11738ed3 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Wed, 23 Sep 2026 23:18:36 -0400
Subject: [PATCH 112/117] Show model + seed in gen details; copy button on main
 prompt box
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Backend returns the seed it used on image/video complete responses
  (local + FAL image; LTX API video has none).
- Assets persist generationParams.seed (batch image i = seed + i) and
  images get a modelLabel (Krea 2 Turbo / Z-Image Turbo; edits = Z-Image).
- Lightbox footer: model • resolution • duration • Seed N • render time.
- Copy-prompt icon in the top-right of the Gen Space prompt box.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 backend/api_types.py                         |  4 ++
 backend/handlers/image_generation_handler.py |  6 +--
 backend/handlers/video_generation_handler.py |  4 +-
 frontend/generated/backend-openapi.json      | 22 ++++++++++
 frontend/generated/backend-openapi.ts        |  4 ++
 frontend/hooks/use-generation.ts             | 10 ++++-
 frontend/types/project-model.ts              |  2 +
 frontend/views/GenSpace.tsx                  | 44 ++++++++++++++++----
 8 files changed, 81 insertions(+), 15 deletions(-)

diff --git a/backend/api_types.py b/backend/api_types.py
index 4fa8a162b..84a7da8ed 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -163,6 +163,8 @@ class SuggestGapPromptResponse(BaseModel):
 class GenerateVideoCompleteResponse(BaseModel):
     status: Literal["complete"]
     video_path: str
+    # Seed actually used (None for API providers that don't expose it).
+    seed: int | None = None
 
 
 class GenerateVideoCancelledResponse(BaseModel):
@@ -175,6 +177,8 @@ class GenerateVideoCancelledResponse(BaseModel):
 class GenerateImageCompleteResponse(BaseModel):
     status: Literal["complete"]
     image_paths: list[str]
+    # Base seed; image i in the batch used seed + i.
+    seed: int | None = None
 
 
 class GenerateImageCancelledResponse(BaseModel):
diff --git a/backend/handlers/image_generation_handler.py b/backend/handlers/image_generation_handler.py
index d98364332..248ed5344 100644
--- a/backend/handlers/image_generation_handler.py
+++ b/backend/handlers/image_generation_handler.py
@@ -104,7 +104,7 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
                     num_images=num_images,
                 )
                 self._generation.complete_generation(output_paths)
-                return GenerateImageCompleteResponse(status="complete", image_paths=output_paths)
+                return GenerateImageCompleteResponse(status="complete", image_paths=output_paths, seed=seed)
             except Exception as e:
                 self._generation.fail_generation(str(e))
                 if is_cancel_exception(e):
@@ -154,7 +154,7 @@ def _edit(
                 num_images=num_images,
             )
             self._generation.complete_generation(output_paths)
-            return GenerateImageCompleteResponse(status="complete", image_paths=output_paths)
+            return GenerateImageCompleteResponse(status="complete", image_paths=output_paths, seed=seed)
         except Exception as e:
             self._generation.fail_generation(str(e))
             if is_cancel_exception(e):
@@ -347,7 +347,7 @@ def _run_api_batch(
 
             self._generation.update_progress("complete", 100, None, None)
             self._generation.complete_generation([str(p) for p in output_paths])
-            return GenerateImageCompleteResponse(status="complete", image_paths=[str(p) for p in output_paths])
+            return GenerateImageCompleteResponse(status="complete", image_paths=[str(p) for p in output_paths], seed=seed)
         except HTTPError as e:
             self._generation.fail_generation(e.detail)
             for path in output_paths:
diff --git a/backend/handlers/video_generation_handler.py b/backend/handlers/video_generation_handler.py
index 750418961..daa69874a 100644
--- a/backend/handlers/video_generation_handler.py
+++ b/backend/handlers/video_generation_handler.py
@@ -310,7 +310,7 @@ def generate(self, req: GenerateVideoRequest) -> GenerateVideoResponse:
                 )
 
                 self._generation.complete_generation(output_path)
-                return GenerateVideoCompleteResponse(status="complete", video_path=output_path)
+                return GenerateVideoCompleteResponse(status="complete", video_path=output_path, seed=seed)
 
             except HTTPError as e:
                 self._generation.fail_generation(e.detail)
@@ -528,7 +528,7 @@ def _generate_a2v(
 
             self._generation.update_progress("complete", 100, total_steps, total_steps)
             self._generation.complete_generation(str(output_path))
-            return GenerateVideoCompleteResponse(status="complete", video_path=str(output_path))
+            return GenerateVideoCompleteResponse(status="complete", video_path=str(output_path), seed=seed)
 
         except HTTPError as e:
             self._generation.fail_generation(e.detail)
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index 8a999ac6a..f9c44bb93 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -985,6 +985,17 @@
             "title": "Image Paths",
             "type": "array"
           },
+          "seed": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Seed"
+          },
           "status": {
             "const": "complete",
             "title": "Status",
@@ -1079,6 +1090,17 @@
       },
       "GenerateVideoCompleteResponse": {
         "properties": {
+          "seed": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Seed"
+          },
           "status": {
             "const": "complete",
             "title": "Status",
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index bee09e85a..473b9f648 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -1040,6 +1040,8 @@ export interface components {
         GenerateImageCompleteResponse: {
             /** Image Paths */
             image_paths: string[];
+            /** Seed */
+            seed?: number | null;
             /**
              * Status
              * @constant
@@ -1094,6 +1096,8 @@ export interface components {
         };
         /** GenerateVideoCompleteResponse */
         GenerateVideoCompleteResponse: {
+            /** Seed */
+            seed?: number | null;
             /**
              * Status
              * @constant
diff --git a/frontend/hooks/use-generation.ts b/frontend/hooks/use-generation.ts
index b37c956d6..876394a8d 100644
--- a/frontend/hooks/use-generation.ts
+++ b/frontend/hooks/use-generation.ts
@@ -68,6 +68,8 @@ interface GenerationState {
   videoPath: string | null
   imagePath: string | null
   imagePaths: string[]
+  /** Seed the backend actually used (images: base seed, image i = seed + i). */
+  seed: number | null
   error: GenerationError | null
 }
 
@@ -160,6 +162,7 @@ export function useGeneration(): UseGenerationReturn {
     videoPath: null,
     imagePath: null,
     imagePaths: [],
+    seed: null,
     error: null,
   })
 
@@ -186,7 +189,7 @@ export function useGeneration(): UseGenerationReturn {
         const ips = Array.isArray(data.result) ? data.result : []
         setState({
           isGenerating: false, isCancelling: false, canCancel: false, progress: 100, statusMessage: 'Complete!',
-          videoPath: vp, imagePath: ips[0] ?? null, imagePaths: ips, error: null,
+          videoPath: vp, imagePath: ips[0] ?? null, imagePaths: ips, seed: null, error: null,
         })
         return 'complete'
       }
@@ -241,6 +244,7 @@ export function useGeneration(): UseGenerationReturn {
       videoPath: null,
       imagePath: null,
       imagePaths: [],
+      seed: null,
       error: null,
     })
 
@@ -348,6 +352,7 @@ export function useGeneration(): UseGenerationReturn {
             progress: 100,
             statusMessage: 'Complete!',
             videoPath: payload.video_path,
+            seed: payload.seed ?? null,
             imagePath: null,
             imagePaths: [],
             error: null,
@@ -445,6 +450,7 @@ export function useGeneration(): UseGenerationReturn {
       videoPath: null,
       imagePath: null,
       imagePaths: [],
+      seed: null,
       error: null,
     })
 
@@ -533,6 +539,7 @@ export function useGeneration(): UseGenerationReturn {
             videoPath: null,
             imagePath: rawPaths[0],
             imagePaths: rawPaths,
+            seed: payload.seed ?? null,
             error: null,
           })
         } else if (payload.status === 'cancelled') {
@@ -575,6 +582,7 @@ export function useGeneration(): UseGenerationReturn {
       videoPath: null,
       imagePath: null,
       imagePaths: [],
+      seed: null,
       error: null,
     })
   }, [])
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 551649638..47037212e 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -69,6 +69,8 @@ export const generationParamsSchema = z.object({
   // which version produced the asset. Captured at generation time from the backend spec's
   // display name; absent on assets written before this existed.
   modelLabel: z.string().optional(),
+  // Seed the backend actually used (local + FAL image gens). Absent on older assets / LTX API.
+  seed: z.number().optional(),
   duration: z.number().nullable(),
   resolution: z.string(),
   fps: z.number(),
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 29d063bb9..33cbeb228 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -1004,6 +1004,7 @@ function PromptBar({
   // which felt backwards). Dragging up = taller, dragging down = shorter.
   const MIN_PROMPT_HEIGHT = 70
   const MAX_PROMPT_HEIGHT = Math.round(window.innerHeight * 0.6)
+  const [copiedPromptBox, setCopiedPromptBox] = useState(false)
   const handleResizeStart = useCallback((e: React.PointerEvent) => {
     e.preventDefault()
     const startY = e.clientY
@@ -1159,12 +1160,28 @@ function PromptBar({
         {/* Prompt input - fills remaining width; drag the handle above it to resize height */}
         <div className="flex-1 min-w-0 py-1">
           {/* Resize handle: thick, easy-to-grab bar; drag UP to grow the box. */}
-          <div
-            onPointerDown={handleResizeStart}
-            title="Drag up to enlarge the prompt box"
-            className="group flex h-3.5 w-full cursor-ns-resize items-center justify-center touch-none"
-          >
-            <div className="h-0 w-0 border-l-[8px] border-r-[8px] border-b-[10px] border-l-transparent border-r-transparent border-b-accent/70 group-hover:border-b-accent transition-colors" />
+          <div className="relative">
+            <div
+              onPointerDown={handleResizeStart}
+              title="Drag up to enlarge the prompt box"
+              className="group flex h-3.5 w-full cursor-ns-resize items-center justify-center touch-none"
+            >
+              <div className="h-0 w-0 border-l-[8px] border-r-[8px] border-b-[10px] border-l-transparent border-r-transparent border-b-accent/70 group-hover:border-b-accent transition-colors" />
+            </div>
+            {prompt.trim() && (
+              <button
+                type="button"
+                onClick={() => {
+                  navigator.clipboard.writeText(prompt)
+                  setCopiedPromptBox(true)
+                  setTimeout(() => setCopiedPromptBox(false), 2000)
+                }}
+                className="absolute right-0 top-0 p-0.5 rounded text-zinc-500 hover:text-zinc-200 hover:bg-zinc-700 transition-colors"
+                title="Copy prompt"
+              >
+                {copiedPromptBox ? <Check className="h-3.5 w-3.5 text-green-400" /> : <Copy className="h-3.5 w-3.5" />}
+              </button>
+            )}
           </div>
           <textarea
             value={prompt}
@@ -1851,6 +1868,7 @@ export function GenSpace() {
     statusMessage,
     videoPath,
     imagePaths,
+    seed: generatedSeed,
     error,
     reset,
     resumeIfRunning,
@@ -2528,6 +2546,7 @@ export function GenSpace() {
             modelLabel: (submission?.kind === 'video' ? submission.modelLabel : undefined)
               ?? resolvePipelineDisplayName(videoModelSpecs, usedSettings.model)
               ?? undefined,
+            seed: generatedSeed ?? undefined,
             duration: usedSettings.duration,
             resolution: usedSettings.videoResolution,
             fps: usedSettings.fps,
@@ -2564,7 +2583,7 @@ export function GenSpace() {
         logger.error(`Failed to persist generated video asset: ${err}`)
       }
     })()
-  }, [videoPath, currentProjectId, isGenerating, settings, inputImage, inputLastImage, inputAudio, keyframes, lastPrompt, addAsset, reset, appSettings.modelsDir, videoModelSpecs, setMode])
+  }, [videoPath, generatedSeed, currentProjectId, isGenerating, settings, inputImage, inputLastImage, inputAudio, keyframes, lastPrompt, addAsset, reset, appSettings.modelsDir, videoModelSpecs, setMode])
 
   // "Continue as new shot": once the seeded continuation finishes, drop the
   // duplicate lead frame (a copy of the source's last frame the i2v conditioning
@@ -2921,10 +2940,12 @@ export function GenSpace() {
         }
     const editContext = lastImageEditRef.current
     const genMode = editContext ? 'image-edit' : 'text-to-image'
+    // Edits always run on Z-Image (see use-generation), whatever the picker says.
+    const imageModelLabel = !editContext && usedSettings.imageModel === 'krea-2-turbo' ? 'Krea 2 Turbo' : 'Z-Image Turbo'
 
     ;(async () => {
       try {
-        for (const imgPath of imagePaths) {
+        for (const [batchIndex, imgPath] of imagePaths.entries()) {
           if (importedImagePathsRef.current.has(imgPath)) continue
 
           const copied = await addVisualAssetToProject(imgPath, currentProjectId, 'image')
@@ -2949,6 +2970,9 @@ export function GenSpace() {
               mode: genMode,
               prompt: usedPrompt,
               model: 'fast',
+              modelLabel: imageModelLabel,
+              // Batch image i was generated with base seed + i.
+              seed: generatedSeed != null ? generatedSeed + batchIndex : undefined,
               duration: 5,
               resolution: usedSettings.imageResolution,
               fps: 24,
@@ -2977,7 +3001,7 @@ export function GenSpace() {
         addingImagesRef.current = false
       }
     })()
-  }, [imagePaths, currentProjectId, isGenerating, addAsset, lastPrompt, settings, reset])
+  }, [imagePaths, generatedSeed, currentProjectId, isGenerating, addAsset, lastPrompt, settings, reset])
   
   // Single writer for the recovery marker so the per-mode branches below can't drift. Captures
   // whatever generation id is active RIGHT NOW, before this generation starts, as baselineId —
@@ -4525,8 +4549,10 @@ export function GenSpace() {
               </div>
               <p className="text-zinc-500 text-sm mt-1">
                 {[
+                  selectedAsset.generationParams?.modelLabel,
                   selectedAsset.resolution,
                   selectedAsset.duration ? `${formatSeconds(selectedAsset.duration)}s` : 'Image',
+                  selectedAsset.generationParams?.seed != null ? `Seed ${selectedAsset.generationParams.seed}` : null,
                   selectedAsset.renderMs != null ? `${formatClock(selectedAsset.renderMs)} render` : null,
                 ].filter(Boolean).join(' • ')}
               </p>

From 89a10a19631d1fffc75e26d760eeeb250c82cf7e Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 28 Sep 2026 00:05:53 -0400
Subject: [PATCH 113/117] Seed controls in prompt bar, variation boost for
 Z-Image/Krea 2

- Fix: unlocked seeds were pinned to 1000 in dev mode (_resolve_seed);
  now truly random via secrets.randbelow.
- Prompt bar: Random/Locked toggle, editable seed, re-roll, and
  lock-last-seed button (same app settings as the Settings modal).
- Variation boost slider for local Z-Image Turbo and Krea 2 Turbo:
  seeded noise on the prompt embeddings for the first denoise step,
  clean embeds restored after, so distilled models vary composition
  across seeds while keeping prompt adherence. Deterministic per
  seed+value, no measurable time cost. Shared helper in
  variation_boost.py; Z-Image tuned on a 3090, Krea 2 uses the same
  1-step setting.
- Variation saved to generationParams (lightbox footer shows it);
  Regenerate now restores variation, image model and locks the seed.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 backend/api_types.py                          |   2 +
 backend/handlers/base.py                      |  12 +-
 backend/handlers/image_generation_handler.py  |   3 +
 .../image_generation_pipeline.py              |   1 +
 .../krea2_image_generation_pipeline.py        |  53 +++++++-
 .../variation_boost.py                        |  78 ++++++++++++
 .../zit_image_generation_pipeline.py          |  49 ++++++-
 backend/tests/test_generation.py              |  12 ++
 backend/tests/test_generation_interrupt.py    |  56 +++++++-
 frontend/components/SettingsPanel.tsx         |   1 +
 frontend/generated/backend-openapi.json       |   7 +
 frontend/generated/backend-openapi.ts         |   5 +
 frontend/hooks/use-generation.ts              |   2 +
 frontend/lib/generation-recovery-importers.ts |   1 +
 frontend/types/project-model.ts               |   2 +
 frontend/views/GenSpace.tsx                   | 120 +++++++++++++++++-
 16 files changed, 391 insertions(+), 13 deletions(-)
 create mode 100644 backend/services/image_generation_pipeline/variation_boost.py

diff --git a/backend/api_types.py b/backend/api_types.py
index 84a7da8ed..eefd8bf23 100644
--- a/backend/api_types.py
+++ b/backend/api_types.py
@@ -497,6 +497,8 @@ class GenerateImageRequest(BaseModel):
     numImages: int = Field(default=1, ge=1)
     imagePath: str | None = None
     strength: float = Field(default=0.6, ge=0.0, le=1.0)
+    # Z-Image text-to-image only: 0 = off, 1 = max composition variety across seeds.
+    variation: float = Field(default=0.0, ge=0.0, le=1.0)
 
 
 def _default_model_types() -> set[ModelCheckpointID]:
diff --git a/backend/handlers/base.py b/backend/handlers/base.py
index 1112700ee..1bf3aed78 100644
--- a/backend/handlers/base.py
+++ b/backend/handlers/base.py
@@ -4,7 +4,7 @@
 
 import logging
 import os
-import time
+import secrets
 from collections.abc import Callable
 from functools import wraps
 from pathlib import Path
@@ -63,14 +63,16 @@ def models_dir(self) -> Path:
         return Path(custom) if custom else self._config.default_models_dir
 
     def _resolve_seed(self) -> int:
-        """Resolve the generation seed: locked seed, dev-mode constant, or time-based."""
+        """Resolve the generation seed: the locked seed, else a fresh random one.
+
+        (Dev mode used to pin unlocked gens to a constant 1000, which made "random"
+        silently non-random in every dev run — removed.)
+        """
         settings = self.state.app_settings
         if settings.seed_locked:
             logger.info("Using locked seed: %s", settings.locked_seed)
             return settings.locked_seed
-        if self.config.dev_mode:
-            return 1000
-        return int(time.time()) % _MAX_SEED
+        return secrets.randbelow(_MAX_SEED)
 
 
 def with_state_lock(
diff --git a/backend/handlers/image_generation_handler.py b/backend/handlers/image_generation_handler.py
index 248ed5344..e6fcd146f 100644
--- a/backend/handlers/image_generation_handler.py
+++ b/backend/handlers/image_generation_handler.py
@@ -102,6 +102,7 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
                     num_inference_steps=req.numSteps,
                     seed=seed,
                     num_images=num_images,
+                    variation=req.variation,
                 )
                 self._generation.complete_generation(output_paths)
                 return GenerateImageCompleteResponse(status="complete", image_paths=output_paths, seed=seed)
@@ -201,6 +202,7 @@ def generate_image(
         num_inference_steps: int,
         seed: int,
         num_images: int,
+        variation: float = 0.0,
     ) -> list[str]:
         self._generation.raise_if_cancelled()
 
@@ -216,6 +218,7 @@ def generate_one(seed_i: int) -> PILImage.Image:
                 guidance_scale=0.0,
                 num_inference_steps=num_inference_steps,
                 seed=seed_i,
+                variation=variation,
             )
             return result.images[0]
 
diff --git a/backend/services/image_generation_pipeline/image_generation_pipeline.py b/backend/services/image_generation_pipeline/image_generation_pipeline.py
index 83178d738..9984aa443 100644
--- a/backend/services/image_generation_pipeline/image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/image_generation_pipeline.py
@@ -24,6 +24,7 @@ def generate(
         guidance_scale: float,
         num_inference_steps: int,
         seed: int,
+        variation: float = 0.0,
     ) -> ImagePipelineOutputLike:
         ...
 
diff --git a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
index 37c9ee062..595099076 100644
--- a/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/krea2_image_generation_pipeline.py
@@ -25,6 +25,13 @@
 from transformers.models.qwen3_vl.modeling_qwen3_vl import Qwen3VLModel
 
 from services.generation_interrupt import diffusers_step_callback
+from services.image_generation_pipeline.variation_boost import (
+    boost_step_count,
+    clamp_variation,
+    log_boost,
+    perturb_embeds,
+    restoring_callback,
+)
 from services.services_utils import (
     ImagePipelineOutputLike,
     PILImageType,
@@ -192,6 +199,7 @@ def generate(
         guidance_scale: float,
         num_inference_steps: int,
         seed: int,
+        variation: float = 0.0,
     ) -> ImagePipelineOutputLike:
         requested_width, requested_height = width, height
         if width * height > self._MAX_GENERATION_PIXELS:
@@ -202,10 +210,13 @@ def generate(
         device = self._resolve_generator_device()
         generator = torch.Generator(device=device).manual_seed(seed)
         pipeline = cast(Any, self.pipeline)
+        prompt_kwargs, callback, callback_inputs = self._variation_inputs(
+            pipeline, prompt, seed, variation, num_inference_steps
+        )
 
         try:
             output = pipeline(
-                prompt=prompt,
+                **prompt_kwargs,
                 height=height,
                 width=width,
                 guidance_scale=guidance_scale,
@@ -216,7 +227,8 @@ def generate(
                 # Poll the cooperative cancel Event between denoising steps so Stop
                 # actually aborts a Krea 2 run (this was missing, unlike the Z-Image
                 # path, so cancel spun forever and only exiting the app freed the GPU).
-                callback_on_step_end=diffusers_step_callback,
+                callback_on_step_end=callback,
+                callback_on_step_end_tensor_inputs=callback_inputs,
             )
         finally:
             # Leftover allocator cache would starve the next run.
@@ -234,6 +246,43 @@ def generate(
             )
         return result
 
+    # Variation boost (see variation_boost.py). Krea 2 embeds are
+    # [batch, seq, text_layers, dim] with a padding mask; noise on padded positions is
+    # harmless since attention masks them out. Not separately tuned: carries over the
+    # Z-Image finding that noising only the FIRST step keeps prompt adherence (2 noisy
+    # steps drifted off-prompt), so 0.15 x 6 steps => 1 step.
+    _VARIATION_MAX_NOISE = 1.0
+    _VARIATION_MASK_FRACTION = 0.5
+    _VARIATION_BOOST_FRACTION = 0.15
+
+    def _variation_inputs(
+        self,
+        pipeline: Any,
+        prompt: str,
+        seed: int,
+        variation: float,
+        num_inference_steps: int,
+    ) -> tuple[dict[str, Any], Any, list[str]]:
+        variation = clamp_variation(variation)
+        if variation <= 0.0:
+            return {"prompt": prompt}, diffusers_step_callback, ["latents"]
+
+        clean, mask = pipeline.encode_prompt(prompt=prompt, device=pipeline._execution_device)
+        noisy = perturb_embeds(
+            clean,
+            seed=seed,
+            variation=variation,
+            max_noise=self._VARIATION_MAX_NOISE,
+            mask_fraction=self._VARIATION_MASK_FRACTION,
+        )
+        boost_steps = boost_step_count(num_inference_steps, self._VARIATION_BOOST_FRACTION)
+        log_boost("Krea 2", variation, boost_steps, num_inference_steps)
+        return (
+            {"prompt_embeds": noisy, "prompt_embeds_mask": mask},
+            restoring_callback(clean, boost_steps),
+            ["prompt_embeds"],
+        )
+
     def edit(
         self,
         prompt: str,
diff --git a/backend/services/image_generation_pipeline/variation_boost.py b/backend/services/image_generation_pipeline/variation_boost.py
new file mode 100644
index 000000000..07b9119c9
--- /dev/null
+++ b/backend/services/image_generation_pipeline/variation_boost.py
@@ -0,0 +1,78 @@
+"""Variation boost for distilled, guidance-free image models (Z-Image Turbo, Krea 2 Turbo).
+
+Distilled turbo models let the prompt pin the composition, so different seeds barely move
+it. Adding seeded noise to a random subset of the text-embedding values for the first
+step(s) — where layout is decided — knocks each seed into a different composition; the
+clean embeddings are restored afterwards so the remaining steps refine detail normally.
+Costs nothing measurable (the prompt is encoded once, same as without the boost), and the
+same seed + variation reproduces the same image.
+"""
+
+from __future__ import annotations
+
+import logging
+from collections.abc import Callable
+from typing import Any, TypeVar
+
+import torch
+
+from services.generation_interrupt import diffusers_step_callback
+
+logger = logging.getLogger(__name__)
+
+StepCallback = Callable[[object, int, object, dict[str, Any]], dict[str, Any]]
+_E = TypeVar("_E", torch.Tensor, list[torch.Tensor])
+
+
+def perturb_embeds(
+    clean: _E,
+    *,
+    seed: int,
+    variation: float,
+    max_noise: float,
+    mask_fraction: float = 0.5,
+) -> _E:
+    """Noise with std = variation x max_noise x the embeddings' own std, on a random mask."""
+    # Seeded on CPU so results don't depend on device RNG.
+    gen = torch.Generator(device="cpu").manual_seed((seed * 7919 + 1) % (2**63))
+
+    def one(emb: torch.Tensor) -> torch.Tensor:
+        shape = tuple(emb.shape)
+        noise = torch.randn(shape, generator=gen, dtype=torch.float32)
+        mask = torch.rand(shape, generator=gen) < mask_fraction
+        scale = float(emb.float().std()) * max_noise * variation
+        return emb + (noise * mask * scale).to(device=emb.device, dtype=emb.dtype)
+
+    if isinstance(clean, torch.Tensor):
+        return one(clean)
+    return [one(e) for e in clean]
+
+
+def boost_step_count(num_inference_steps: int, boost_fraction: float) -> int:
+    return max(1, round(num_inference_steps * boost_fraction))
+
+
+def restoring_callback(clean: object, boost_steps: int) -> StepCallback:
+    """Interrupt-aware step callback that swaps the clean embeds back in after boost_steps."""
+
+    def callback(pipe: object, step_index: int, timestep: object, kwargs: dict[str, Any]) -> dict[str, Any]:
+        kwargs = diffusers_step_callback(pipe, step_index, timestep, kwargs)
+        if step_index == boost_steps - 1:
+            kwargs["prompt_embeds"] = clean
+        return kwargs
+
+    return callback
+
+
+def clamp_variation(variation: float) -> float:
+    return max(0.0, min(1.0, variation))
+
+
+def log_boost(model: str, variation: float, boost_steps: int, num_inference_steps: int) -> None:
+    logger.info(
+        "%s variation boost %.2f: noisy prompt embeds for %d/%d steps",
+        model,
+        variation,
+        boost_steps,
+        num_inference_steps,
+    )
diff --git a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
index c2fda66f5..45a62f6c9 100644
--- a/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
+++ b/backend/services/image_generation_pipeline/zit_image_generation_pipeline.py
@@ -24,6 +24,13 @@
 from transformers.models.qwen3.modeling_qwen3 import Qwen3Model
 
 from services.generation_interrupt import diffusers_step_callback
+from services.image_generation_pipeline.variation_boost import (
+    boost_step_count,
+    clamp_variation,
+    log_boost,
+    perturb_embeds,
+    restoring_callback,
+)
 from services.services_utils import (
     ImagePipelineOutputLike,
     PILImageType,
@@ -206,6 +213,7 @@ def generate(
         guidance_scale: float,
         num_inference_steps: int,
         seed: int,
+        variation: float = 0.0,
     ) -> ImagePipelineOutputLike:
         # ZImagePipeline ignores guidance_scale, so we drop it explicitly.
         _ = guidance_scale
@@ -219,9 +227,12 @@ def generate(
         device = self._resolve_generator_device()
         generator = torch.Generator(device=device).manual_seed(seed)
         pipeline = cast(Any, self.pipeline)
+        prompt_kwargs, callback, callback_inputs = self._variation_inputs(
+            pipeline, prompt, seed, variation, num_inference_steps
+        )
         try:
             output = pipeline(
-                prompt=prompt,
+                **prompt_kwargs,
                 height=height,
                 width=width,
                 guidance_scale=0.0,
@@ -229,7 +240,8 @@ def generate(
                 generator=generator,
                 output_type="pil",
                 return_dict=True,
-                callback_on_step_end=diffusers_step_callback,
+                callback_on_step_end=callback,
+                callback_on_step_end_tensor_inputs=callback_inputs,
             )
         finally:
             # Leftover allocator cache would starve the next run.
@@ -245,6 +257,39 @@ def generate(
             )
         return result
 
+    # Variation boost (see variation_boost.py). Tuned 2026-09-27 on the 3090 (4 steps):
+    # noising only the FIRST step keeps prompt adherence up to 1.0 with big
+    # layout/pose/camera changes; noising 2 of 4 steps broke the prompt from ~0.75 up.
+    _VARIATION_MAX_NOISE = 1.0
+    _VARIATION_MASK_FRACTION = 0.5
+    _VARIATION_BOOST_FRACTION = 0.25
+
+    def _variation_inputs(
+        self,
+        pipeline: Any,
+        prompt: str,
+        seed: int,
+        variation: float,
+        num_inference_steps: int,
+    ) -> tuple[dict[str, Any], Any, list[str]]:
+        variation = clamp_variation(variation)
+        if variation <= 0.0:
+            return {"prompt": prompt}, diffusers_step_callback, ["latents"]
+
+        clean, _ = pipeline.encode_prompt(
+            prompt=prompt, device=pipeline._execution_device, do_classifier_free_guidance=False
+        )
+        noisy = perturb_embeds(
+            list(clean),
+            seed=seed,
+            variation=variation,
+            max_noise=self._VARIATION_MAX_NOISE,
+            mask_fraction=self._VARIATION_MASK_FRACTION,
+        )
+        boost_steps = boost_step_count(num_inference_steps, self._VARIATION_BOOST_FRACTION)
+        log_boost("Z-Image", variation, boost_steps, num_inference_steps)
+        return {"prompt_embeds": noisy}, restoring_callback(clean, boost_steps), ["prompt_embeds"]
+
     def _ensure_img2img_pipeline(self) -> Any:
         if self._img2img is not None:
             return self._img2img
diff --git a/backend/tests/test_generation.py b/backend/tests/test_generation.py
index 3d1ed21a3..14d6d0cee 100644
--- a/backend/tests/test_generation.py
+++ b/backend/tests/test_generation.py
@@ -2398,6 +2398,18 @@ def test_dimension_clamping(self, client, fake_services, create_fake_model_files
         assert call["width"] == 1008
         assert call["height"] == 1008
 
+    def test_variation_forwarded_to_pipeline(self, client, fake_services, create_fake_model_files):
+        create_fake_model_files(include_zit=True)
+        r = client.post("/api/generate-image", json={"prompt": "test", "variation": 0.4})
+        assert r.status_code == 200
+        assert fake_services.image_generation_pipeline.generate_calls[0]["variation"] == 0.4
+
+    def test_variation_defaults_off_and_is_bounded(self, client, fake_services, create_fake_model_files):
+        create_fake_model_files(include_zit=True)
+        assert client.post("/api/generate-image", json={"prompt": "test"}).status_code == 200
+        assert fake_services.image_generation_pipeline.generate_calls[0]["variation"] == 0.0
+        assert client.post("/api/generate-image", json={"prompt": "test", "variation": 1.5}).status_code == 422
+
     def test_num_images_clamped(self, client, fake_services, create_fake_model_files):
         create_fake_model_files(include_zit=True)
         r = client.post(
diff --git a/backend/tests/test_generation_interrupt.py b/backend/tests/test_generation_interrupt.py
index 31ebe3be6..f38a619cb 100644
--- a/backend/tests/test_generation_interrupt.py
+++ b/backend/tests/test_generation_interrupt.py
@@ -86,12 +86,66 @@ def test_zit_pipeline_passes_step_end_callback() -> None:
         ZitImageGenerationPipeline,
     )
 
+    # generate() takes its callback from _variation_inputs (covered by the tests below).
     generate_src = inspect.getsource(ZitImageGenerationPipeline.generate)
     edit_src = inspect.getsource(ZitImageGenerationPipeline.edit)
-    assert "callback_on_step_end=diffusers_step_callback" in generate_src
+    assert "callback_on_step_end=callback" in generate_src
     assert "callback_on_step_end=diffusers_step_callback" in edit_src
 
 
+class _StubZImagePipeline:
+    _execution_device = "cpu"
+
+    def __init__(self) -> None:
+        import torch
+
+        self.clean = [torch.randn(5, 8, generator=torch.Generator().manual_seed(0))]
+
+    def encode_prompt(self, **_: object) -> tuple[list[object], list[object]]:
+        return self.clean, []
+
+
+def _zit_without_init() -> object:
+    from services.image_generation_pipeline.zit_image_generation_pipeline import (
+        ZitImageGenerationPipeline,
+    )
+
+    return ZitImageGenerationPipeline.__new__(ZitImageGenerationPipeline)
+
+
+def test_zit_variation_off_uses_plain_interrupt_callback() -> None:
+    zit = _zit_without_init()
+    kwargs, callback, inputs = zit._variation_inputs(_StubZImagePipeline(), "p", 1, 0.0, 4)  # type: ignore[attr-defined]
+    assert kwargs == {"prompt": "p"}
+    assert callback is diffusers_step_callback
+    assert inputs == ["latents"]
+
+
+def test_zit_variation_boost_perturbs_then_restores_and_stays_interruptible() -> None:
+    import torch
+
+    clear()
+    stub = _StubZImagePipeline()
+    zit = _zit_without_init()
+    kwargs, callback, inputs = zit._variation_inputs(stub, "p", 7, 0.5, 4)  # type: ignore[attr-defined]
+    noisy = kwargs["prompt_embeds"]
+    assert inputs == ["prompt_embeds"]
+    assert not torch.equal(noisy[0], stub.clean[0])
+
+    # Deterministic for the same seed + strength.
+    again, _, _ = zit._variation_inputs(stub, "p", 7, 0.5, 4)  # type: ignore[attr-defined]
+    assert torch.equal(again["prompt_embeds"][0], noisy[0])
+
+    # 4 steps x 0.25 boost => clean embeds restored at the end of step 0.
+    out = callback(None, 0, 0, {"prompt_embeds": noisy})
+    assert out["prompt_embeds"] is stub.clean
+
+    request()
+    with pytest.raises(GenerationCancelledError):
+        callback(None, 1, 0, {"prompt_embeds": stub.clean})
+    clear()
+
+
 def test_image_callback_stops_later_steps() -> None:
     from tests.fakes.services import FakeImageGenerationPipeline
 
diff --git a/frontend/components/SettingsPanel.tsx b/frontend/components/SettingsPanel.tsx
index 341d18713..231edeca3 100644
--- a/frontend/components/SettingsPanel.tsx
+++ b/frontend/components/SettingsPanel.tsx
@@ -37,6 +37,7 @@ export interface GenerationSettings {
   imageModel?: 'z-image-turbo' | 'krea-2-turbo'
   variations?: number  // Number of image variations to generate
   imageEditStrength?: number  // Denoising strength when editing an existing image
+  imageVariation?: number  // Z-Image text-to-image composition variety across seeds (0 = off, 1 = max)
 }
 
 interface SettingsPanelProps {
diff --git a/frontend/generated/backend-openapi.json b/frontend/generated/backend-openapi.json
index f9c44bb93..bf42a4f20 100644
--- a/frontend/generated/backend-openapi.json
+++ b/frontend/generated/backend-openapi.json
@@ -1061,6 +1061,13 @@
             "title": "Strength",
             "type": "number"
           },
+          "variation": {
+            "default": 0.0,
+            "maximum": 1.0,
+            "minimum": 0.0,
+            "title": "Variation",
+            "type": "number"
+          },
           "width": {
             "default": 1024,
             "minimum": 16.0,
diff --git a/frontend/generated/backend-openapi.ts b/frontend/generated/backend-openapi.ts
index 473b9f648..102bed55b 100644
--- a/frontend/generated/backend-openapi.ts
+++ b/frontend/generated/backend-openapi.ts
@@ -1080,6 +1080,11 @@ export interface components {
              * @default 0.6
              */
             strength: number;
+            /**
+             * Variation
+             * @default 0
+             */
+            variation: number;
             /**
              * Width
              * @default 1024
diff --git a/frontend/hooks/use-generation.ts b/frontend/hooks/use-generation.ts
index 876394a8d..fc603a4d7 100644
--- a/frontend/hooks/use-generation.ts
+++ b/frontend/hooks/use-generation.ts
@@ -508,6 +508,8 @@ export function useGeneration(): UseGenerationReturn {
           // strength is ignored server-side unless imagePath is set, but the request type
           // requires it — send the default rather than the edit-only setting when not editing.
           strength: isEditing ? (settings.imageEditStrength ?? 0.6) : 0.6,
+          // Z-Image text-to-image only; the backend ignores it for Krea 2 and edits.
+          variation: isEditing ? 0 : (settings.imageVariation ?? 0),
           ...(isEditing ? { imagePath: editSource } : {}),
         }
         const result = await ApiClient.generateImage(imageRequest)
diff --git a/frontend/lib/generation-recovery-importers.ts b/frontend/lib/generation-recovery-importers.ts
index d1cccda48..128dab91a 100644
--- a/frontend/lib/generation-recovery-importers.ts
+++ b/frontend/lib/generation-recovery-importers.ts
@@ -105,6 +105,7 @@ const importImage: RecoveryImporter = async (ctx, result, { addAsset }) => {
         imageAspectRatio: s?.aspectRatio,
         imageSteps: s?.imageSteps ?? 4,
         ...(ctx.inputImageUrl ? { inputImageUrl: ctx.inputImageUrl, imageEditStrength: s?.imageEditStrength } : {}),
+        ...(!ctx.inputImageUrl && s?.imageVariation ? { imageVariation: s.imageVariation } : {}),
       },
       takes: [{
         path: copied.path,
diff --git a/frontend/types/project-model.ts b/frontend/types/project-model.ts
index 47037212e..5489516bb 100644
--- a/frontend/types/project-model.ts
+++ b/frontend/types/project-model.ts
@@ -79,6 +79,8 @@ export const generationParamsSchema = z.object({
   imageAspectRatio: z.string().optional(),
   imageSteps: z.number().optional(),
   imageEditStrength: z.number().optional(),
+  // Variation boost (0-1) used for a local text-to-image gen; absent = 0 / older assets.
+  imageVariation: z.number().optional(),
   inputImageUrl: z.string().optional(),
   inputLastImageUrl: z.string().optional(),
   inputAudioUrl: z.string().optional(),
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 33cbeb228..8f46254ee 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -5,7 +5,7 @@ import {
   Heart, Film, Volume2, VolumeX, Sparkles, Sparkle,
   Clock, Monitor, ChevronUp, Scissors, Music, Undo2, Redo2, Loader2,
   ChevronLeft, ChevronRight, Copy, Check, Tag, Eraser, Square, MoveHorizontal, Wand2, Rows3, RefreshCw, Clapperboard,
-  CheckSquare
+  CheckSquare, Lock, Dices, History, Shuffle
 } from 'lucide-react'
 import { useProjects } from '../contexts/ProjectContext'
 import type { GenSpaceRetakeSource } from '../contexts/ProjectContext'
@@ -624,6 +624,73 @@ type GenSpaceMode = 'image' | 'video' | 'retake' | 'extend' | 'ic-lora' | 'multi
 
 // Resolve a selected resolution option key to {width,height}, or undefined for "original"
 // (backend then uses the source resolution).
+const MAX_SEED = 2147483647
+const randomSeed = () => Math.floor(Math.random() * MAX_SEED)
+
+// Quick seed controls in the prompt bar — same seedLocked/lockedSeed app settings as the
+// Settings modal (the context debounce-syncs them to the backend), just one click away.
+function SeedControl({ lastSeed }: { lastSeed: number | null }) {
+  const { settings, updateSettings } = useAppSettings()
+  const locked = settings.seedLocked
+  const [draft, setDraft] = useState(String(settings.lockedSeed))
+  useEffect(() => { setDraft(String(settings.lockedSeed)) }, [settings.lockedSeed])
+
+  const commitDraft = () => {
+    const n = parseInt(draft, 10)
+    if (Number.isFinite(n)) updateSettings({ lockedSeed: Math.max(0, Math.min(MAX_SEED, n)) })
+    else setDraft(String(settings.lockedSeed))
+  }
+
+  return (
+    <div className="ml-2 flex items-center gap-0.5">
+      <button
+        type="button"
+        onClick={() => updateSettings({ seedLocked: !locked })}
+        title={locked ? 'Seed locked — click for a random seed each generation' : 'Random seed each generation — click to lock the seed'}
+        className={`flex items-center gap-1 px-2 py-1.5 rounded-md text-[11px] font-semibold transition-colors ${
+          locked ? 'bg-emerald-600 hover:bg-emerald-500 text-white' : 'bg-zinc-800 hover:bg-zinc-700 text-zinc-300'
+        }`}
+      >
+        {locked ? <Lock className="h-3.5 w-3.5" /> : <Dices className="h-3.5 w-3.5" />}
+        {locked ? 'Locked' : 'Random'}
+      </button>
+      {locked && (
+        <>
+          <input
+            type="text"
+            inputMode="numeric"
+            value={draft}
+            onChange={(e) => setDraft(e.target.value.replace(/[^0-9]/g, ''))}
+            onBlur={commitDraft}
+            onKeyDown={(e) => { if (e.key === 'Enter') (e.target as HTMLInputElement).blur() }}
+            title="Locked seed"
+            className="w-[88px] px-1.5 py-1 rounded-md bg-zinc-900 border border-zinc-700 text-zinc-200 text-[11px] font-mono focus:outline-none focus:border-emerald-500"
+          />
+          <button
+            type="button"
+            onClick={() => updateSettings({ lockedSeed: randomSeed() })}
+            title="Roll a new random seed (stays locked)"
+            className="p-1.5 rounded-md text-zinc-400 hover:text-white hover:bg-zinc-700 transition-colors"
+          >
+            <Dices className="h-3.5 w-3.5" />
+          </button>
+        </>
+      )}
+      {lastSeed != null && !(locked && settings.lockedSeed === lastSeed) && (
+        <button
+          type="button"
+          onClick={() => updateSettings({ seedLocked: true, lockedSeed: lastSeed })}
+          title={`Lock the last generation's seed (${lastSeed})`}
+          className="flex items-center gap-1 p-1.5 rounded-md text-zinc-400 hover:text-white hover:bg-zinc-700 transition-colors text-[11px]"
+        >
+          <History className="h-3.5 w-3.5" />
+          <span className="font-mono">{lastSeed}</span>
+        </button>
+      )}
+    </div>
+  )
+}
+
 function resolveResolution(options: ResolutionOption[], key: string): { width: number; height: number } | undefined {
   const opt = options.find((o) => o.key === key)
   if (!opt || opt.width == null || opt.height == null) return undefined
@@ -697,6 +764,7 @@ function PromptBar({
   canRedoPrompt,
   onRedoPrompt,
   allowUltrawideVideo,
+  lastSeed,
 }: {
   mode: GenSpaceMode
   onModeChange: (mode: GenSpaceMode) => void
@@ -749,6 +817,7 @@ function PromptBar({
     variations: number
     audio?: boolean
     imageEditStrength?: number
+    imageVariation?: number
   }
   onSettingsChange: (settings: any) => void
   videoModelSpecs: VideoGenerationModelSpecItem[]
@@ -775,6 +844,7 @@ function PromptBar({
   canRedoPrompt?: boolean
   onRedoPrompt?: () => void
   allowUltrawideVideo?: boolean
+  lastSeed?: number | null
 }) {
   const enhanceDisabled = (!canEnhancePrompt && !enhanceBlockedByMissingGeminiKey) || !!isEnhancingPrompt
   const inputRef = useRef<HTMLInputElement>(null)
@@ -1252,6 +1322,8 @@ function PromptBar({
           Clear
         </button>
 
+        <SeedControl lastSeed={lastSeed ?? null} />
+
         <div className="flex-1" />
 
         {isRetake ? (
@@ -1351,6 +1423,28 @@ function PromptBar({
                   }
                 />
 
+                {/* Variation boost: the turbo image models barely change composition across seeds,
+                    so this perturbs the prompt embeddings on the first step(s) (local only). */}
+                {!imageUsesFalApi && (
+                  <div
+                    className="flex items-center gap-1.5 px-2 text-[10px] text-zinc-400"
+                    title="Variation boost — more composition/pose/camera variety between seeds. 0 = off. Same seed + same value reproduces the same image. Above ~70% it gets looser with the prompt."
+                  >
+                    <Shuffle className="h-3.5 w-3.5" />
+                    <input
+                      type="range"
+                      min={0}
+                      max={1}
+                      step={0.05}
+                      value={settings.imageVariation ?? 0}
+                      onChange={(e) => onSettingsChange({ ...settings, imageVariation: parseFloat(e.target.value) })}
+                      onDoubleClick={() => onSettingsChange({ ...settings, imageVariation: 0 })}
+                      className="w-16 accent-white"
+                    />
+                    <span className="w-7 text-right">{Math.round((settings.imageVariation ?? 0) * 100)}%</span>
+                  </div>
+                )}
+
                 {/* Resolution dropdown */}
                 <SettingsDropdown
                   title="IMAGE RESOLUTION"
@@ -1696,6 +1790,7 @@ const DEFAULT_VIDEO_SETTINGS = {
   variations: 1,
   audio: true,
   imageEditStrength: 0.6,
+  imageVariation: 0,
 }
 
 export function GenSpace() {
@@ -1727,7 +1822,7 @@ export function GenSpace() {
     clearGenSpacePrompt,
   } = useProjects()
   const currentProjectId = activeProject?.id ?? null
-  const { shouldVideoGenerateWithLtxApi, shouldImageGenerateWithFalApi, forceApiGenerations, settings: appSettings } = useAppSettings()
+  const { shouldVideoGenerateWithLtxApi, shouldImageGenerateWithFalApi, forceApiGenerations, settings: appSettings, updateSettings: updateAppSettings } = useAppSettings()
   const {
     modelSpecs: videoGenerationModelSpecsResponse,
     isLoading: isLoadingVideoGenerationModelSpecs,
@@ -1875,6 +1970,11 @@ export function GenSpace() {
     cancel,
   } = useGeneration()
 
+  // generatedSeed clears on reset(); remember the most recent one for the prompt bar's
+  // "lock last seed" button.
+  const [lastSeed, setLastSeed] = useState<number | null>(null)
+  useEffect(() => { if (generatedSeed != null) setLastSeed(generatedSeed) }, [generatedSeed])
+
   // Locally installed LoRAs are only usable in local generation mode.
   const isLocalMode = !shouldVideoGenerateWithLtxApi
   const localCaps = getLocalOfferingCapabilities(videoGenerationModelSpecsResponse)
@@ -2439,6 +2539,7 @@ export function GenSpace() {
           imageResolution: s.imageResolution,
           variations: s.variations ?? prev.variations,
           imageEditStrength: s.imageEditStrength ?? prev.imageEditStrength,
+          imageVariation: s.imageVariation ?? prev.imageVariation,
         }))
         generateSubmissionRef.current = {
           kind: ctx.genType === 'image' ? 'image' : 'video',
@@ -2981,6 +3082,7 @@ export function GenSpace() {
               imageAspectRatio: usedSettings.imageAspectRatio || usedSettings.aspectRatio,
               imageSteps: editContext ? IMAGE_STEPS_EDIT : IMAGE_STEPS_GENERATE,
               ...(editContext ? { inputImageUrl: editContext.source, imageEditStrength: editContext.strength } : {}),
+              ...(!editContext && usedSettings.imageVariation ? { imageVariation: usedSettings.imageVariation } : {}),
             },
             takes: [{
               path: copied.path,
@@ -3440,6 +3542,7 @@ export function GenSpace() {
         imageModel: settings.imageModel as 'z-image-turbo' | 'krea-2-turbo',
         variations: settings.variations,
         imageEditStrength: settings.imageEditStrength,
+        imageVariation: settings.imageVariation,
       }
       const modelLabel = resolvePipelineDisplayName(videoModelSpecs, imageSettings.model) ?? undefined
       generateSubmissionRef.current = {
@@ -3547,7 +3650,16 @@ export function GenSpace() {
       fps: params.fps || prev.fps,
       audio: params.audio,
       aspectRatio: params.imageAspectRatio || prev.aspectRatio,
+      ...(isImageGen ? {
+        imageVariation: params.imageVariation ?? 0,
+        // Image assets store the placeholder model 'fast'; the real image model is in modelLabel.
+        ...(params.modelLabel === 'Krea 2 Turbo' ? { imageModel: 'krea-2-turbo' }
+          : params.modelLabel === 'Z-Image Turbo' ? { imageModel: 'z-image-turbo' } : {}),
+      } : {}),
     }))
+    // Reproduce exactly: lock the asset's seed (the prompt bar shows Locked; one click
+    // back to Random). Older assets without a saved seed leave the seed setting alone.
+    if (params.seed != null) updateAppSettings({ seedLocked: true, lockedSeed: params.seed })
     // Saved LoRA refs are models-dir-relative; re-select only those still installed.
     setSelectedLoras(
       (params.loras ?? []).flatMap((saved) => {
@@ -3560,7 +3672,7 @@ export function GenSpace() {
           : []
       }),
     )
-  }, [sanitizeVideoSettings, loraLibrary.items, appSettings.modelsDir])
+  }, [sanitizeVideoSettings, loraLibrary.items, appSettings.modelsDir, updateAppSettings])
 
   const handleEditImage = (imageAsset: Asset) => {
     setMode('image')
@@ -4359,6 +4471,7 @@ export function GenSpace() {
           prompt={prompt}
           onPromptChange={setPrompt}
           onClearPrompt={clearGenSpacePrompt}
+          lastSeed={lastSeed}
           onGenerate={handleGenerate}
           isGenerating={promptGenerating}
           canGenerate={canSubmit}
@@ -4553,6 +4666,7 @@ export function GenSpace() {
                   selectedAsset.resolution,
                   selectedAsset.duration ? `${formatSeconds(selectedAsset.duration)}s` : 'Image',
                   selectedAsset.generationParams?.seed != null ? `Seed ${selectedAsset.generationParams.seed}` : null,
+                  selectedAsset.generationParams?.imageVariation ? `Variation ${Math.round(selectedAsset.generationParams.imageVariation * 100)}%` : null,
                   selectedAsset.renderMs != null ? `${formatClock(selectedAsset.renderMs)} render` : null,
                 ].filter(Boolean).join(' • ')}
               </p>

From 3d84b92d182fd63bb841c07b11117f46cf541149 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 28 Sep 2026 00:20:09 -0400
Subject: [PATCH 114/117] Hide Krea 2 from release builds (dev-only)

Krea 2's license requires deployers to run content filters (s4.2) and
forbids circumventing its safety tuning (s4.1c); RiX ships neither, and
Z-Image (Apache 2.0) is faster with comparable results.

- Frontend: Krea 2 option only when import.meta.env.DEV; any Krea
  request (stale setting, Regenerate of a Krea asset) falls back to
  Z-Image in release builds.
- Backend: /api/generate-image rejects krea-2-turbo with
  KREA_2_DEV_ONLY unless dev_mode, so release builds can't run it even
  via a direct API call. Tests for both modes.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 backend/handlers/image_generation_handler.py |  6 ++++++
 backend/tests/test_generation.py             | 17 +++++++++++++++++
 frontend/views/GenSpace.tsx                  | 20 +++++++++++++-------
 3 files changed, 36 insertions(+), 7 deletions(-)

diff --git a/backend/handlers/image_generation_handler.py b/backend/handlers/image_generation_handler.py
index e6fcd146f..e1eae5483 100644
--- a/backend/handlers/image_generation_handler.py
+++ b/backend/handlers/image_generation_handler.py
@@ -74,6 +74,12 @@ def generate(self, req: GenerateImageRequest) -> GenerateImageResponse:
                     use_fal_api=use_fal_api,
                 )
 
+            # FORK: Krea 2 is dev-only. Its license (§4.2) requires deployers to run content
+            # filters and forbids circumventing its safety tuning; release builds ship
+            # Z-Image (Apache 2.0) only. Checked before the API branch so it always applies.
+            if req.model == "krea-2-turbo" and not self.config.dev_mode:
+                raise HTTPError(400, "KREA_2_DEV_ONLY")
+
             if use_fal_api:
                 # FORK: Krea 2 is self-hosted only — it has no FAL/API path, so a
                 # forced-API request for it must fail rather than silently fall back
diff --git a/backend/tests/test_generation.py b/backend/tests/test_generation.py
index 14d6d0cee..edf442dfa 100644
--- a/backend/tests/test_generation.py
+++ b/backend/tests/test_generation.py
@@ -2410,6 +2410,23 @@ def test_variation_defaults_off_and_is_bounded(self, client, fake_services, crea
         assert fake_services.image_generation_pipeline.generate_calls[0]["variation"] == 0.0
         assert client.post("/api/generate-image", json={"prompt": "test", "variation": 1.5}).status_code == 422
 
+    def test_krea2_rejected_in_release_builds(self, client, fake_services, create_fake_model_files):
+        create_fake_model_files(include_zit=True)
+        r = client.post("/api/generate-image", json={"prompt": "test", "model": "krea-2-turbo"})
+        assert r.status_code == 400
+        assert "KREA_2_DEV_ONLY" in r.text
+        assert fake_services.image_generation_pipeline.generate_calls == []
+
+    def test_krea2_allowed_in_dev_mode(self, client, test_state, fake_services, create_fake_model_files):
+        create_fake_model_files(include_zit=True)
+        krea_dir = resolve_model_path(test_state.config.default_models_dir, "krea-2-turbo")
+        krea_dir.mkdir(parents=True, exist_ok=True)
+        (krea_dir / "model.safetensors").write_bytes(b"\x00" * 1024)
+        test_state.config.dev_mode = True
+        r = client.post("/api/generate-image", json={"prompt": "test", "model": "krea-2-turbo"})
+        assert r.status_code == 200
+        assert len(fake_services.image_generation_pipeline.generate_calls) == 1
+
     def test_num_images_clamped(self, client, fake_services, create_fake_model_files):
         create_fake_model_files(include_zit=True)
         r = client.post(
diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index 8f46254ee..ae7795852 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -521,6 +521,12 @@ const IMAGE_STEPS_EDIT = 8
 // FORK: Krea 2 Turbo (FLUX-family, ~4s/step in NF4) runs heavier than Z-Image.
 // 6 steps trades a little detail for ~25% faster renders; tune to taste.
 const IMAGE_STEPS_KREA2 = 6
+// FORK: Krea 2 is dev-only (license requires deployer content filters + forbids removing
+// its safety tuning); release builds offer Z-Image only. Backend enforces the same rule.
+const KREA2_ENABLED = import.meta.env.DEV
+type ImageModelId = 'z-image-turbo' | 'krea-2-turbo'
+const allowedImageModel = (model: string | undefined): ImageModelId =>
+  model === 'krea-2-turbo' && KREA2_ENABLED ? 'krea-2-turbo' : 'z-image-turbo'
 
 // Multi-select LoRA picker with a per-LoRA strength slider.
 function LoRAPicker({
@@ -1410,13 +1416,13 @@ function PromptBar({
                   onChange={(v) => onSettingsChange({ ...settings, imageModel: v })}
                   options={[
                     { value: 'z-image-turbo', label: 'Z-Image Turbo' },
-                    { value: 'krea-2-turbo', label: 'Krea 2 Turbo' },
+                    ...(KREA2_ENABLED ? [{ value: 'krea-2-turbo', label: 'Krea 2 Turbo' }] : []),
                   ]}
                   trigger={
                     <>
-                      {settings.imageModel === 'krea-2-turbo' ? <Sparkles className="h-3.5 w-3.5" /> : <ZitIcon className="h-3.5 w-3.5" />}
+                      {allowedImageModel(settings.imageModel) === 'krea-2-turbo' ? <Sparkles className="h-3.5 w-3.5" /> : <ZitIcon className="h-3.5 w-3.5" />}
                       <span className="text-zinc-300 font-medium">
-                        {settings.imageModel === 'krea-2-turbo' ? 'Krea 2 Turbo' : 'Z-Image Turbo'}{imageUsesFalApi ? ' (API)' : ''}
+                        {allowedImageModel(settings.imageModel) === 'krea-2-turbo' ? 'Krea 2 Turbo' : 'Z-Image Turbo'}{imageUsesFalApi ? ' (API)' : ''}
                       </span>
                       <ChevronUp className="h-3 w-3 text-zinc-500" />
                     </>
@@ -3538,8 +3544,8 @@ export function GenSpace() {
         imageResolution: settings.imageResolution,
         imageAspectRatio: settings.aspectRatio ?? '16:9',
         // FORK: Krea 2 Turbo runs at IMAGE_STEPS_KREA2; Z-Image is fine at 4. Editing uses IMAGE_STEPS_EDIT.
-        imageSteps: editSource ? IMAGE_STEPS_EDIT : (settings.imageModel === 'krea-2-turbo' ? IMAGE_STEPS_KREA2 : IMAGE_STEPS_GENERATE),
-        imageModel: settings.imageModel as 'z-image-turbo' | 'krea-2-turbo',
+        imageSteps: editSource ? IMAGE_STEPS_EDIT : (allowedImageModel(settings.imageModel) === 'krea-2-turbo' ? IMAGE_STEPS_KREA2 : IMAGE_STEPS_GENERATE),
+        imageModel: allowedImageModel(settings.imageModel),
         variations: settings.variations,
         imageEditStrength: settings.imageEditStrength,
         imageVariation: settings.imageVariation,
@@ -3572,7 +3578,7 @@ export function GenSpace() {
       const genSettings: GenerationSettings = {
           ...videoSettings,
           model: videoSettings.model as VideoGenerationPipeline,
-          imageModel: settings.imageModel as 'z-image-turbo' | 'krea-2-turbo',
+          imageModel: allowedImageModel(settings.imageModel),
           cameraMotion: 'none',
           imageAspectRatio: videoSettings.aspectRatio ?? '16:9',
           imageSteps: 4,
@@ -3653,7 +3659,7 @@ export function GenSpace() {
       ...(isImageGen ? {
         imageVariation: params.imageVariation ?? 0,
         // Image assets store the placeholder model 'fast'; the real image model is in modelLabel.
-        ...(params.modelLabel === 'Krea 2 Turbo' ? { imageModel: 'krea-2-turbo' }
+        ...(params.modelLabel === 'Krea 2 Turbo' ? { imageModel: allowedImageModel('krea-2-turbo') }
           : params.modelLabel === 'Z-Image Turbo' ? { imageModel: 'z-image-turbo' } : {}),
       } : {}),
     }))

From e1f3d592c204711e0042eb3f87f6708e45714511 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 28 Sep 2026 21:24:34 -0400
Subject: [PATCH 115/117] Gen Space: masonry gallery layout + visible lightbox
 nav arrows

- Natural (masonry) gallery layout: fixed-width columns, cards keep their media's
  true aspect so 9:16 gens show full-size instead of letterboxed in 16:9 cells.
  Ratio from stored dims / image aspect setting, else measured on load (rAF-batched).
  Uniform 16:9 grid kept as a toggle in the grid-size menu (persisted).
- Lightbox insets by open side panels so prev/next arrows are no longer hidden
  under Studio Assets / Prompt Manager; arrows restyled in the accent color.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 frontend/views/GenSpace.tsx | 182 ++++++++++++++++++++++++++++++++----
 1 file changed, 165 insertions(+), 17 deletions(-)

diff --git a/frontend/views/GenSpace.tsx b/frontend/views/GenSpace.tsx
index ae7795852..4d6ba5c25 100644
--- a/frontend/views/GenSpace.tsx
+++ b/frontend/views/GenSpace.tsx
@@ -39,6 +39,8 @@ import { addVisualAssetToProject } from '../lib/asset-copy'
 import { pathToFileUrl } from '../lib/file-url'
 import { GPM_IMAGE_DND_TYPE, saveDataUrlToTempFile, type GpmDndImage } from '../components/gpm/gpm-image-file'
 import { FILE_DND, type LibFile } from '../components/gpm/DownloadsBrowser'
+import { useDownloadsBrowserOpen } from '../components/gpm/downloads-browser-store'
+import { usePromptManagerProOpen } from '../components/gpm/prompt-manager-pro-store'
 import {
   areVideoGenerationSettingsEquivalent,
   formatPipelineDisplayName,
@@ -137,8 +139,14 @@ function AssetCard({
   selectMode = false,
   selected = false,
   onToggleSelect,
+  aspectRatio,
+  onMeasured,
 }: {
   asset: Asset
+  /** Natural-layout (masonry) card shape; undefined = uniform 16:9 cell. */
+  aspectRatio?: number
+  /** Reports the media's natural width/height ratio once it loads. */
+  onMeasured?: (id: string, ratio: number) => void
   onDelete: () => void
   onPlay: () => void
   onDragStart: (e: React.DragEvent, asset: Asset) => void
@@ -189,6 +197,11 @@ function AssetCard({
     return `${mins.toString().padStart(2, '0')}:${secs.toString().padStart(2, '0')}`
   }
 
+  const measureMedia = (e: React.SyntheticEvent<HTMLImageElement>) => {
+    const { naturalWidth, naturalHeight } = e.currentTarget
+    if (naturalWidth > 0 && naturalHeight > 0) onMeasured?.(asset.id, naturalWidth / naturalHeight)
+  }
+
   const handleDownload = (e: React.MouseEvent) => {
     e.stopPropagation()
     // Quick-save into the last-used Studio Assets folder (no native Save dialog).
@@ -234,11 +247,15 @@ function AssetCard({
       {/* In select mode, a full-card shield swallows hover controls so clicks only toggle selection. */}
       {selectMode && <div className="absolute inset-0 z-20" />}
       {asset.type === 'video' ? (
-        <div className="relative w-full aspect-video bg-zinc-900">
+        <div
+          className={`relative w-full bg-zinc-900 ${aspectRatio ? '' : 'aspect-video'}`}
+          style={aspectRatio ? { aspectRatio } : undefined}
+        >
           {asset.bigThumbnailPath && (
             <img
               src={pathToFileUrl(asset.bigThumbnailPath)}
               alt=""
+              onLoad={measureMedia}
               className={`absolute inset-0 w-full h-full object-contain transition-opacity duration-150 ${
                 isHovered ? 'opacity-0' : 'opacity-100'
               }`}
@@ -259,7 +276,13 @@ function AssetCard({
           )}
         </div>
       ) : (
-        <img src={pathToFileUrl(asset.path)} alt="" className="w-full aspect-video object-contain" />
+        <img
+          src={pathToFileUrl(asset.path)}
+          alt=""
+          onLoad={measureMedia}
+          className={`w-full object-contain ${aspectRatio ? '' : 'aspect-video'}`}
+          style={aspectRatio ? { aspectRatio } : undefined}
+        />
       )}
       
       {/* Favorite heart - always visible when favorited */}
@@ -1768,6 +1791,58 @@ const gallerySizeClasses: Record<GallerySize, string> = {
   large: 'grid-cols-[repeat(auto-fill,minmax(380px,1fr))]',
 }
 
+type GalleryLayout = 'natural' | 'uniform'
+
+// Same min column widths as the uniform grid so the size menu means the same thing in both layouts.
+const galleryMinColWidth: Record<GallerySize, number> = { small: 200, medium: 280, large: 380 }
+const GALLERY_GAP = 16
+
+// Width/height ratio for a card before its media has loaded: stored dims, then the
+// image gen's aspect setting, else 16:9 (the video default). Measured ratios override.
+function knownAspectRatio(asset: Asset): number | undefined {
+  if (asset.width && asset.height) return asset.width / asset.height
+  const ar = asset.generationParams?.imageAspectRatio
+  const m = ar?.match(/^(\d+(?:\.\d+)?):(\d+(?:\.\d+)?)$/)
+  return m ? Number(m[1]) / Number(m[2]) : undefined
+}
+
+// Masonry (Grok/Pinterest-style): fixed-width columns, each card as tall as its media,
+// so 9:16 gens show full-size instead of letterboxed into a 16:9 cell. Items are placed
+// in order into the currently-shortest column, keeping newest-first roughly left→right.
+function MasonryGrid({ items, minColWidth }: {
+  items: Array<{ key: string; ratio: number; node: React.ReactNode }>
+  minColWidth: number
+}) {
+  const ref = useRef<HTMLDivElement>(null)
+  const [width, setWidth] = useState(0)
+  useEffect(() => {
+    const el = ref.current
+    if (!el) return
+    const ro = new ResizeObserver(([entry]) => setWidth(entry.contentRect.width))
+    ro.observe(el)
+    return () => ro.disconnect()
+  }, [])
+  const colCount = Math.max(1, Math.floor((width + GALLERY_GAP) / (minColWidth + GALLERY_GAP)))
+  const columns = useMemo(() => {
+    const cols: React.ReactNode[][] = Array.from({ length: colCount }, () => [])
+    const heights = new Array<number>(colCount).fill(0)
+    for (const item of items) {
+      let shortest = 0
+      for (let i = 1; i < colCount; i++) if (heights[i] < heights[shortest] - 0.01) shortest = i
+      cols[shortest].push(item.node)
+      heights[shortest] += 1 / item.ratio + 0.05 // card height in column-widths, + gap
+    }
+    return cols
+  }, [items, colCount])
+  return (
+    <div ref={ref} className="flex items-start" style={{ gap: GALLERY_GAP }}>
+      {width > 0 && columns.map((col, i) => (
+        <div key={i} className="flex-1 min-w-0 flex flex-col" style={{ gap: GALLERY_GAP }}>{col}</div>
+      ))}
+    </div>
+  )
+}
+
 // Map a source clip's geometry to Gen Space's discrete video settings so a
 // "Continue as new shot" continuation renders at a matching size/fps — the
 // separate clips must cut together cleanly on the timeline.
@@ -1851,6 +1926,12 @@ export function GenSpace() {
   const [, setDragFrame] = useState<DraggedFrame | null>(null)
   const [localError, setLocalError] = useState<GenerationError | null>(null)
   const [selectedAsset, setSelectedAsset] = useState<Asset | null>(null)
+  // The side panels (z-75) sit above the lightbox (z-50); inset the lightbox by the
+  // open panels' width + their 24px toggle tab so the nav arrows stay visible.
+  const studioAssetsOpen = useDownloadsBrowserOpen()
+  const promptManagerOpen = usePromptManagerProOpen()
+  const lightboxInsetLeft = (studioAssetsOpen ? 340 : 0) + 24
+  const lightboxInsetRight = (promptManagerOpen ? 396 : 0) + 24
   const enlargedVideoRef = useRef<HTMLVideoElement | null>(null)
   const [copiedPrompt, setCopiedPrompt] = useState(false)
   // Live render stopwatch: elapsedMs ticks while generating and freezes on
@@ -1870,6 +1951,29 @@ export function GenSpace() {
   const [creatingTagFor, setCreatingTagFor] = useState<'__bar__' | '__selection__' | string | null>(null)
   const [newTagName, setNewTagName] = useState('')
   const [gallerySize, setGallerySize] = useState<GallerySize>('medium')
+  const [galleryLayout, setGalleryLayoutState] = useState<GalleryLayout>(() => {
+    try { return localStorage.getItem('genspace.galleryLayout') === 'uniform' ? 'uniform' : 'natural' } catch { return 'natural' }
+  })
+  const setGalleryLayout = useCallback((layout: GalleryLayout) => {
+    setGalleryLayoutState(layout)
+    try { localStorage.setItem('genspace.galleryLayout', layout) } catch { /* per-viewer convenience only */ }
+  }, [])
+  // Natural ratios measured from loaded media (assets rarely store width/height).
+  // Buffered in a ref and flushed once per frame so a gallery of loads = a few renders.
+  const measuredRatiosRef = useRef(new Map<string, number>())
+  const [measuredRatiosVersion, setMeasuredRatiosVersion] = useState(0)
+  const measureFlushRef = useRef<number | null>(null)
+  const handleMediaMeasured = useCallback((id: string, ratio: number) => {
+    const prev = measuredRatiosRef.current.get(id)
+    if (prev !== undefined && Math.abs(prev - ratio) < 0.01) return
+    measuredRatiosRef.current.set(id, ratio)
+    if (measureFlushRef.current === null) {
+      measureFlushRef.current = requestAnimationFrame(() => {
+        measureFlushRef.current = null
+        setMeasuredRatiosVersion(v => v + 1)
+      })
+    }
+  }, [])
   const [showSizeMenu, setShowSizeMenu] = useState(false)
   const sizeMenuRef = useRef<HTMLDivElement>(null)
   // Multi-select: bulk-tag/delete many assets at once. Drag a marquee over the
@@ -3941,10 +4045,15 @@ export function GenSpace() {
   // Memoized so typing in the prompt box (which re-renders GenSpace) doesn't
   // rebuild every thumbnail. Recomputes only when the assets or a card handler
   // actually change — all deps are stable (useCallback/useMemo/stable setters).
-  const assetCards = useMemo(() => filteredAssets.map(asset => (
+  const natural = galleryLayout === 'natural'
+  const assetCardItems = useMemo(() => filteredAssets.map(asset => {
+    const ratio = measuredRatiosRef.current.get(asset.id) ?? knownAspectRatio(asset) ?? 16 / 9
+    return { key: asset.id, ratio, node: (
     <AssetCard
       key={asset.id}
       asset={asset}
+      aspectRatio={natural ? ratio : undefined}
+      onMeasured={handleMediaMeasured}
       onDelete={() => handleDelete(asset.id)}
       onPlay={() => setSelectedAsset(asset)}
       onDragStart={handleDragStart}
@@ -3966,11 +4075,13 @@ export function GenSpace() {
         toggleSelect(asset.id)
       }}
     />
-  )), [
+  ) }
+  }), [
+    // measuredRatiosVersion: bumps when measuredRatiosRef gains entries, so ratios are re-read.
     filteredAssets, bins, handleDelete, handleDragStart, handleCreateVideo, handleRegenerate,
     handleRetake, handleExtend, handleIcLora, forceApiGenerations, currentProjectId,
     toggleFavorite, updateAsset, setSelectedAsset, setCreatingTagFor,
-    selectMode, selectedIds, toggleSelect,
+    selectMode, selectedIds, toggleSelect, natural, handleMediaMeasured, measuredRatiosVersion,
   ])
 
   // Navigation for the asset preview modal
@@ -4267,6 +4378,28 @@ export function GenSpace() {
                       )}
                     </button>
                   ))}
+                  <div className="my-2 border-t border-zinc-700" />
+                  <div className="px-2 pb-1.5 text-[10px] font-semibold uppercase tracking-wider text-zinc-500">Layout</div>
+                  {([
+                    { value: 'natural' as GalleryLayout, label: 'Natural', hint: 'Full shape (9:16 tall)' },
+                    { value: 'uniform' as GalleryLayout, label: 'Uniform', hint: 'Equal 16:9 cells' },
+                  ]).map(option => (
+                    <button
+                      key={option.value}
+                      onClick={() => { setGalleryLayout(option.value); setShowSizeMenu(false) }}
+                      className={`w-full flex items-center justify-between px-2 py-2 rounded-md transition-colors text-left ${galleryLayout === option.value ? 'bg-white/20 hover:bg-white/25' : 'hover:bg-zinc-700'}`}
+                    >
+                      <div className="flex flex-col">
+                        <span className={`text-sm ${galleryLayout === option.value ? 'text-white font-medium' : 'text-zinc-400'}`}>{option.label}</span>
+                        <span className="text-[11px] text-zinc-500">{option.hint}</span>
+                      </div>
+                      {galleryLayout === option.value && (
+                        <svg className="w-4 h-4 text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
+                        </svg>
+                      )}
+                    </button>
+                  ))}
                 </div>
               )}
             </div>
@@ -4288,9 +4421,9 @@ export function GenSpace() {
                 style={{ left: marquee.left, top: marquee.top, width: marquee.width, height: marquee.height }}
               />
             )}
-            <div className={`grid ${gallerySizeClasses[gallerySize]} gap-4`}>
-              {isGenerating && (
-                <div className="relative rounded-xl overflow-hidden bg-zinc-800 aspect-video">
+            {(() => {
+              const generatingCard = isGenerating && (
+                <div key="__generating__" className="relative rounded-xl overflow-hidden bg-zinc-800 aspect-video">
                   <div className="absolute inset-0 flex flex-col items-center justify-center">
                     <div className="relative w-16 h-16 mb-3">
                       <div className="absolute inset-0 rounded-full border-2 border-violet-500/30" />
@@ -4319,9 +4452,21 @@ export function GenSpace() {
                     </button>
                   </div>
                 </div>
-              )}
-              {assetCards}
-            </div>
+              )
+              return natural ? (
+                <MasonryGrid
+                  minColWidth={galleryMinColWidth[gallerySize]}
+                  items={generatingCard
+                    ? [{ key: '__generating__', ratio: 16 / 9, node: generatingCard }, ...assetCardItems]
+                    : assetCardItems}
+                />
+              ) : (
+                <div className={`grid ${gallerySizeClasses[gallerySize]} gap-4`}>
+                  {generatingCard}
+                  {assetCardItems.map(item => item.node)}
+                </div>
+              )
+            })()}
           </div>
         </div>
       )}
@@ -4533,16 +4678,18 @@ export function GenSpace() {
       {selectedAsset && (
         <div 
           className="fixed inset-0 z-50 bg-black/90 flex items-center justify-center"
+          style={{ paddingLeft: lightboxInsetLeft, paddingRight: lightboxInsetRight }}
           onClick={() => setSelectedAsset(null)}
         >
           {/* Previous button */}
           <button
             onClick={(e) => { e.stopPropagation(); goToPrev() }}
             disabled={!canGoPrev}
-            className={`absolute left-4 top-1/2 -translate-y-1/2 z-10 p-3 rounded-full backdrop-blur-md transition-all ${
+            style={{ left: lightboxInsetLeft + 12 }}
+            className={`absolute top-1/2 -translate-y-1/2 z-10 p-3 rounded-full transition-all ${
               canGoPrev
-                ? 'bg-white/10 text-white hover:bg-white/20 cursor-pointer'
-                : 'bg-white/5 text-zinc-600 cursor-default'
+                ? 'bg-[rgb(var(--accent))] text-white shadow-lg shadow-black/60 ring-2 ring-white/25 hover:brightness-110 hover:scale-105 cursor-pointer'
+                : 'bg-[rgb(var(--accent)/0.2)] text-white/30 cursor-default'
             }`}
           >
             <ChevronLeft className="h-6 w-6" />
@@ -4552,10 +4699,11 @@ export function GenSpace() {
           <button
             onClick={(e) => { e.stopPropagation(); goToNext() }}
             disabled={!canGoNext}
-            className={`absolute right-4 top-1/2 -translate-y-1/2 z-10 p-3 rounded-full backdrop-blur-md transition-all ${
+            style={{ right: lightboxInsetRight + 12 }}
+            className={`absolute top-1/2 -translate-y-1/2 z-10 p-3 rounded-full transition-all ${
               canGoNext
-                ? 'bg-white/10 text-white hover:bg-white/20 cursor-pointer'
-                : 'bg-white/5 text-zinc-600 cursor-default'
+                ? 'bg-[rgb(var(--accent))] text-white shadow-lg shadow-black/60 ring-2 ring-white/25 hover:brightness-110 hover:scale-105 cursor-pointer'
+                : 'bg-[rgb(var(--accent)/0.2)] text-white/30 cursor-default'
             }`}
           >
             <ChevronRight className="h-6 w-6" />

From bcf9069cd8d99370c7a0d2dccccdd9519b998ac5 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 28 Sep 2026 22:45:57 -0400
Subject: [PATCH 116/117] Add RiX editor MCP server; fix editor imports, clip
 viewer audio, text newlines

RiX editor MCP server (electron/mcp): lets an MCP client (Claude Code) assemble
videos in the Video Editor from the user's assets.
- Streamable HTTP (stateless JSON) on 127.0.0.1:47821/mcp, bearer token in
  <userData>/rix-mcp.json, Host check, rejects browser Origins. Starts only in
  dev builds or with RIX_MCP=1.
- Tools: rix_status, list_library, list_project_assets, inspect_media (frames +
  soundSegments), analyze_audio (tempo, beat grid, onsets, loudness, sound
  segments), get_timeline, apply_edits, undo, redo, render_frames (fast preview
  render), export_video.
- apply_edits runs against the live editor store (never project files): atomic,
  one undo step. Ops: import, add_clip (in/duration/speed, with_audio,
  audio_track, $ref and $ref.audio), add_text (own title track), update_clip
  (incl. volume_keyframes), duck (music envelope under dialogue ranges),
  transition, delete, clear, new_timeline, add_track.
- Safety: edit/undo/redo require the project_id from rix_status and refuse if
  the user switched projects; undo/redo only walk back the MCP's own batches
  and refuse if anything changed since.
- Main->renderer RPC via mcp-editor-request / mcpEditorResponse; registry kept
  on globalThis so dev hot-reloads don't orphan it.
- Refactors: export payload builder shared by ExportModal and MCP renders
  (export-payload.ts); exportTimelineNative() with a fast preview mode;
  listLibrary() extracted.

Fixes:
- Video Editor imports vanished at the first autosave (since b6106f4): the
  save merge dropped every editor asset absent from the project, unable to
  tell "deleted in Gen Space" from "just imported". Editor-side deletes also
  resurrected. updatedProject now takes the asset ids ever seen on the project
  and ever held by the editor.
- Clip viewer never played audio assets (no media element); audio now plays
  through the hidden <video> so tracks can be auditioned and marked.
- Exported text overlays/subtitles rendered a line break as a literal "n";
  newlines stay raw inside the drawtext value, multi-line text uses text_align
  (textAlign now in the export payload).

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 electron/export/export-handler.ts             | 264 ++++----
 electron/export/video-filter.ts               |  23 +-
 electron/ipc/library-handlers.ts              |  50 +-
 electron/main.ts                              |   2 +
 electron/mcp/editor-bridge.ts                 |  40 ++
 electron/mcp/mcp-server.ts                    | 377 +++++++++++
 electron/mcp/media-tools.ts                   | 195 ++++++
 electron/preload.ts                           |  10 +-
 frontend/App.tsx                              |   8 +
 frontend/components/ExportModal.tsx           | 120 +---
 frontend/views/VideoEditor.tsx                |  21 +-
 .../views/editor/VideoEditorSourceMonitor.tsx |  22 +-
 frontend/views/editor/editor-actions.ts       |   6 +-
 .../views/editor/editor-project-bridging.ts   |  20 +-
 frontend/views/editor/export-payload.ts       | 121 ++++
 frontend/views/editor/mcp-editor-tools.ts     | 600 ++++++++++++++++++
 shared/electron-api-schema.ts                 |  15 +
 17 files changed, 1612 insertions(+), 282 deletions(-)
 create mode 100644 electron/mcp/editor-bridge.ts
 create mode 100644 electron/mcp/mcp-server.ts
 create mode 100644 electron/mcp/media-tools.ts
 create mode 100644 frontend/views/editor/export-payload.ts
 create mode 100644 frontend/views/editor/mcp-editor-tools.ts

diff --git a/electron/export/export-handler.ts b/electron/export/export-handler.ts
index 56118bce7..5a446aeab 100644
--- a/electron/export/export-handler.ts
+++ b/electron/export/export-handler.ts
@@ -10,6 +10,8 @@ import { buildDissolveTimeRemap, computeFinalVideoDuration, flattenTimeline } fr
 import { buildVideoFilterGraph } from './video-filter'
 import { mixAudioToPcm } from './audio-mix'
 import { handle } from '../ipc/typed-handle'
+import type { z } from 'zod'
+import type { electronAPISchemas } from '../../shared/electron-api-schema'
 
 /** First existing system SANS font, so exported text overlays match the editor
  *  preview's sans look instead of ffmpeg's default serif. Arial first (it's the
@@ -27,144 +29,156 @@ function resolveExportFont(): string | undefined {
   return undefined
 }
 
-export function registerExportHandlers(): void {
-  handle('exportNative', async ({ clips, outputPath, codec, width, height, fps, quality, letterbox, subtitles, textOverlays }) => {
-    const ffmpegPath = findFfmpegPath()
-    if (!ffmpegPath) return { success: false, error: 'FFmpeg not found' }
-
-    try {
-      validatePath(outputPath, getAllowedRoots())
-      for (const clip of clips) {
-        const fp = clip.path
-        if (fp) validatePath(fp, getAllowedRoots())
-      }
-    } catch (err) {
-      return { success: false, error: String(err) }
+export type ExportNativeInput = z.infer<typeof electronAPISchemas.exportNative.input>
+export type ExportNativeResult = { success: true } | { success: false; error: string }
+
+/** Render the timeline to a file. `preview` trades quality for speed (ultrafast,
+ *  high CRF) — used by the RiX MCP server to render frames for review. */
+export async function exportTimelineNative(
+  { clips, outputPath, codec, width, height, fps, quality, letterbox, subtitles, textOverlays }: ExportNativeInput,
+  { preview = false }: { preview?: boolean } = {},
+): Promise<ExportNativeResult> {
+  const ffmpegPath = findFfmpegPath()
+  if (!ffmpegPath) return { success: false, error: 'FFmpeg not found' }
+
+  try {
+    validatePath(outputPath, getAllowedRoots())
+    for (const clip of clips) {
+      const fp = clip.path
+      if (fp) validatePath(fp, getAllowedRoots())
     }
+  } catch (err) {
+    return { success: false, error: String(err) }
+  }
 
-    const segments = flattenTimeline(clips)
-    if (segments.length === 0) return { success: false, error: 'No clips to export' }
+  const segments = flattenTimeline(clips)
+  if (segments.length === 0) return { success: false, error: 'No clips to export' }
 
-    for (const seg of segments) {
-      if (seg.filePath && !fs.existsSync(seg.filePath)) {
-        return { success: false, error: `Source file not found: ${path.basename(seg.filePath)}` }
-      }
+  for (const seg of segments) {
+    if (seg.filePath && !fs.existsSync(seg.filePath)) {
+      return { success: false, error: `Source file not found: ${path.basename(seg.filePath)}` }
     }
+  }
 
-    // Total program duration drives the progress percentage: ffmpeg reports the
-    // encoded position (`time=`), which we divide by this to get a fraction.
-    const totalDur = computeFinalVideoDuration(segments)
-    const emitProgress = (percent: number, stage: string) => {
-      getMainWindow()?.webContents.send('export-progress', {
-        percent: Math.max(0, Math.min(100, Math.round(percent))),
-        stage,
-      })
-    }
-    // The video encode (step 1) is by far the longest, so it owns most of the
-    // bar; audio + mux share the tail. (An h264 mux is a stream copy and flies.)
-    const VIDEO_SHARE = 85
-
-    const tmpDir = os.tmpdir()
-    const ts = Date.now()
-    const tmpVideo = path.join(tmpDir, `ltx-export-video-${ts}.mkv`)
-    const tmpAudio = path.join(tmpDir, `ltx-export-audio-${ts}.wav`)
-    const cleanup = () => {
-      try { fs.unlinkSync(tmpVideo) } catch {}
-      try { fs.unlinkSync(tmpAudio) } catch {}
-    }
+  // Total program duration drives the progress percentage: ffmpeg reports the
+  // encoded position (`time=`), which we divide by this to get a fraction.
+  const totalDur = computeFinalVideoDuration(segments)
+  const emitProgress = (percent: number, stage: string) => {
+    getMainWindow()?.webContents.send('export-progress', {
+      percent: Math.max(0, Math.min(100, Math.round(percent))),
+      stage,
+    })
+  }
+  // The video encode (step 1) is by far the longest, so it owns most of the
+  // bar; audio + mux share the tail. (An h264 mux is a stream copy and flies.)
+  const VIDEO_SHARE = 85
+
+  const tmpDir = os.tmpdir()
+  const ts = Date.now()
+  const tmpVideo = path.join(tmpDir, `ltx-export-video-${ts}.mkv`)
+  const tmpAudio = path.join(tmpDir, `ltx-export-audio-${ts}.wav`)
+  const cleanup = () => {
+    try { fs.unlinkSync(tmpVideo) } catch {}
+    try { fs.unlinkSync(tmpAudio) } catch {}
+  }
+
+  try {
+    logger.info( `[Export] Step 1: Video-only export (${segments.length} segments)`)
+    {
+      const fontFile = resolveExportFont()
+      const { inputs, filterScript } = buildVideoFilterGraph(segments, { width, height, fps, letterbox, subtitles, textOverlays, fontFile })
+
+      const filterFile = path.join(tmpDir, `ltx-filter-v-${ts}.txt`)
+      fs.writeFileSync(filterFile, filterScript, 'utf8')
 
-    try {
-      logger.info( `[Export] Step 1: Video-only export (${segments.length} segments)`)
-      {
-        const fontFile = resolveExportFont()
-        const { inputs, filterScript } = buildVideoFilterGraph(segments, { width, height, fps, letterbox, subtitles, textOverlays, fontFile })
-
-        const filterFile = path.join(tmpDir, `ltx-filter-v-${ts}.txt`)
-        fs.writeFileSync(filterFile, filterScript, 'utf8')
-
-        emitProgress(0, 'Encoding video')
-        const r = await runFfmpeg(ffmpegPath, [
-          '-y', ...inputs, '-filter_complex_script', filterFile,
-          '-map', '[outv]', '-an', '-c:v', 'libx264', '-preset', 'fast', '-crf', '16', '-pix_fmt', 'yuv420p', tmpVideo
-        ], (t) => {
-          const frac = totalDur > 0 ? t / totalDur : 0
-          emitProgress(frac * VIDEO_SHARE, 'Encoding video')
-        })
-        try { fs.unlinkSync(filterFile) } catch {}
-        if (!r.success) { cleanup(); return { success: false, error: r.error } }
-      }
-
-      emitProgress(VIDEO_SHARE, 'Mixing audio')
-      logger.info( '[Export] Step 2: Audio mixdown (PCM buffer approach)')
-      // A dissolve overlaps two clips, shrinking the program's real duration
-      // below the naive sum of clip lengths (see buildDissolveTimeRemap) -
-      // every clip's nominal startTime needs the same conversion applied to
-      // video, or its audio drifts later relative to the picture with every
-      // dissolve that came before it.
-      const remapTime = buildDissolveTimeRemap(segments)
-      const remappedClips = clips.map(c => ({ ...c, startTime: remapTime(c.startTime) }))
-
-      let totalDuration = computeFinalVideoDuration(segments)
-      for (const c of remappedClips) {
-        totalDuration = Math.max(totalDuration, c.startTime + c.duration)
-      }
-
-      const { pcmBuffer, sampleRate, channels: audioChannels } = await mixAudioToPcm(remappedClips, totalDuration, ffmpegPath)
-
-      const tmpRawPcm = path.join(tmpDir, `ltx-pcm-${ts}.raw`)
-      fs.writeFileSync(tmpRawPcm, pcmBuffer)
-      logger.info( `[Export] Wrote raw PCM: ${pcmBuffer.length} bytes (${totalDuration.toFixed(2)}s)`)
-
-      {
-        const r = await runFfmpeg(ffmpegPath, [
-          '-y', '-f', 's16le', '-ar', String(sampleRate), '-ac', String(audioChannels),
-          '-i', tmpRawPcm, '-c:a', 'pcm_s16le', tmpAudio,
-        ])
-        try { fs.unlinkSync(tmpRawPcm) } catch {}
-        if (!r.success) { cleanup(); return { success: false, error: r.error } }
-      }
-
-      emitProgress(90, 'Finalizing')
-      logger.info( '[Export] Step 3: Combining video + audio')
-      let videoCodecArgs: string[]
-      let audioCodecArgs: string[]
-      if (codec === 'h264') {
-        videoCodecArgs = ['-c:v', 'libx264', '-preset', 'medium', '-crf', String(quality || 18), '-pix_fmt', 'yuv420p', '-movflags', '+faststart']
-        audioCodecArgs = ['-c:a', 'aac', '-b:a', '192k']
-      } else if (codec === 'prores') {
-        videoCodecArgs = ['-c:v', 'prores_ks', '-profile:v', String(quality || 3), '-pix_fmt', 'yuva444p10le']
-        audioCodecArgs = ['-c:a', 'pcm_s16le']
-      } else if (codec === 'vp9') {
-        videoCodecArgs = ['-c:v', 'libvpx-vp9', '-b:v', `${quality || 8}M`, '-pix_fmt', 'yuv420p']
-        audioCodecArgs = ['-c:a', 'libopus', '-b:a', '128k']
-      } else {
-        cleanup()
-        return { success: false, error: `Unknown codec: ${codec}` }
-      }
-
-      const canCopyVideo = codec === 'h264'
+      emitProgress(0, 'Encoding video')
       const r = await runFfmpeg(ffmpegPath, [
-        '-y', '-i', tmpVideo, '-i', tmpAudio,
-        '-map', '0:v', '-map', '1:a',
-        ...(canCopyVideo ? ['-c:v', 'copy'] : videoCodecArgs),
-        ...audioCodecArgs, '-shortest', outputPath
+        '-y', ...inputs, '-filter_complex_script', filterFile,
+        '-map', '[outv]', '-an', '-c:v', 'libx264',
+        ...(preview ? ['-preset', 'ultrafast', '-crf', '28'] : ['-preset', 'fast', '-crf', '16']),
+        '-pix_fmt', 'yuv420p', tmpVideo
       ], (t) => {
-        // Re-encoding codecs (ProRes/VP9) spend real time here; map it to the
-        // last 10%. h264 stream-copies and finishes near-instantly.
         const frac = totalDur > 0 ? t / totalDur : 0
-        emitProgress(90 + frac * 10, 'Finalizing')
+        emitProgress(frac * VIDEO_SHARE, 'Encoding video')
       })
+      try { fs.unlinkSync(filterFile) } catch {}
+      if (!r.success) { cleanup(); return { success: false, error: r.error } }
+    }
 
+    emitProgress(VIDEO_SHARE, 'Mixing audio')
+    logger.info( '[Export] Step 2: Audio mixdown (PCM buffer approach)')
+    // A dissolve overlaps two clips, shrinking the program's real duration
+    // below the naive sum of clip lengths (see buildDissolveTimeRemap) -
+    // every clip's nominal startTime needs the same conversion applied to
+    // video, or its audio drifts later relative to the picture with every
+    // dissolve that came before it.
+    const remapTime = buildDissolveTimeRemap(segments)
+    const remappedClips = clips.map(c => ({ ...c, startTime: remapTime(c.startTime) }))
+
+    let totalDuration = computeFinalVideoDuration(segments)
+    for (const c of remappedClips) {
+      totalDuration = Math.max(totalDuration, c.startTime + c.duration)
+    }
+
+    const { pcmBuffer, sampleRate, channels: audioChannels } = await mixAudioToPcm(remappedClips, totalDuration, ffmpegPath)
+
+    const tmpRawPcm = path.join(tmpDir, `ltx-pcm-${ts}.raw`)
+    fs.writeFileSync(tmpRawPcm, pcmBuffer)
+    logger.info( `[Export] Wrote raw PCM: ${pcmBuffer.length} bytes (${totalDuration.toFixed(2)}s)`)
+
+    {
+      const r = await runFfmpeg(ffmpegPath, [
+        '-y', '-f', 's16le', '-ar', String(sampleRate), '-ac', String(audioChannels),
+        '-i', tmpRawPcm, '-c:a', 'pcm_s16le', tmpAudio,
+      ])
+      try { fs.unlinkSync(tmpRawPcm) } catch {}
+      if (!r.success) { cleanup(); return { success: false, error: r.error } }
+    }
+
+    emitProgress(90, 'Finalizing')
+    logger.info( '[Export] Step 3: Combining video + audio')
+    let videoCodecArgs: string[]
+    let audioCodecArgs: string[]
+    if (codec === 'h264') {
+      videoCodecArgs = ['-c:v', 'libx264', '-preset', 'medium', '-crf', String(quality || 18), '-pix_fmt', 'yuv420p', '-movflags', '+faststart']
+      audioCodecArgs = ['-c:a', 'aac', '-b:a', '192k']
+    } else if (codec === 'prores') {
+      videoCodecArgs = ['-c:v', 'prores_ks', '-profile:v', String(quality || 3), '-pix_fmt', 'yuva444p10le']
+      audioCodecArgs = ['-c:a', 'pcm_s16le']
+    } else if (codec === 'vp9') {
+      videoCodecArgs = ['-c:v', 'libvpx-vp9', '-b:v', `${quality || 8}M`, '-pix_fmt', 'yuv420p']
+      audioCodecArgs = ['-c:a', 'libopus', '-b:a', '128k']
+    } else {
       cleanup()
-      if (!r.success) return { success: false, error: r.error }
-      emitProgress(100, 'Done')
-      logger.info( `[Export] Done: ${outputPath}`)
-      return { success: true }
-    } catch (err) {
-      cleanup()
-      return { success: false, error: String(err) }
+      return { success: false, error: `Unknown codec: ${codec}` }
     }
-  })
+
+    const canCopyVideo = codec === 'h264'
+    const r = await runFfmpeg(ffmpegPath, [
+      '-y', '-i', tmpVideo, '-i', tmpAudio,
+      '-map', '0:v', '-map', '1:a',
+      ...(canCopyVideo ? ['-c:v', 'copy'] : videoCodecArgs),
+      ...audioCodecArgs, '-shortest', outputPath
+    ], (t) => {
+      // Re-encoding codecs (ProRes/VP9) spend real time here; map it to the
+      // last 10%. h264 stream-copies and finishes near-instantly.
+      const frac = totalDur > 0 ? t / totalDur : 0
+      emitProgress(90 + frac * 10, 'Finalizing')
+    })
+
+    cleanup()
+    if (!r.success) return { success: false, error: r.error }
+    emitProgress(100, 'Done')
+    logger.info( `[Export] Done: ${outputPath}`)
+    return { success: true }
+  } catch (err) {
+    cleanup()
+    return { success: false, error: String(err) }
+  }
+}
+
+export function registerExportHandlers(): void {
+  handle('exportNative', (input) => exportTimelineNative(input))
 
   handle('exportCancel', () => {
     stopExportProcess()
diff --git a/electron/export/video-filter.ts b/electron/export/video-filter.ts
index 6c499f85c..f17b75967 100644
--- a/electron/export/video-filter.ts
+++ b/electron/export/video-filter.ts
@@ -14,6 +14,7 @@ export interface ExportTextOverlay {
     strokeColor: string; strokeWidth: number;
     shadowColor: string; shadowOffsetX: number; shadowOffsetY: number;
     opacity: number; padding: number;
+    textAlign?: string;
   };
 }
 
@@ -32,7 +33,14 @@ function escapeDrawtext(text: string): string {
     .replace(/'/g, "'\\\\\\''")
     .replace(/:/g, '\\:')
     .replace(/%/g, '%%')
-    .replace(/\n/g, '\\n')
+  // Newlines stay RAW: inside the quoted value a literal newline survives the
+  // filtergraph parser and drawtext breaks the line there. An escaped `\n` is
+  // un-escaped to a plain "n" ("TRICK ORnTREAT").
+}
+
+/** drawtext text_align letter for a CSS text-align (multi-line blocks). */
+function drawtextAlign(align: string | undefined): 'L' | 'C' | 'R' {
+  return align === 'left' ? 'L' : align === 'right' ? 'R' : 'C'
 }
 
 /** Convert a CSS color (hex / rgb(a) / named / transparent) to an ffmpeg color
@@ -388,6 +396,7 @@ export function buildVideoFilterGraph(
       const parts: string[] = []
       if (fontFile) parts.push(fontFileArg(fontFile))
       parts.push(`text='${escapeDrawtext(ov.text)}'`)
+      if (ov.text.includes('\n')) parts.push(`text_align=${drawtextAlign(s.textAlign)}`)
       parts.push(`fontsize=${fontSize}`)
       parts.push(`fontcolor=${fontColor}`)
       parts.push(`x=(w*${px.toFixed(4)})-(text_w/2)`)
@@ -445,13 +454,9 @@ export function buildVideoFilterGraph(
     for (let si = 0; si < subtitles.length; si++) {
       const sub = subtitles[si]
       const nextLabel = `sub${si}`
-      // Escape text for ffmpeg drawtext: replace special chars
-      const escapedText = sub.text
-        .replace(/\\/g, '\\\\\\\\')
-        .replace(/'/g, "'\\\\\\''")
-        .replace(/:/g, '\\:')
-        .replace(/%/g, '%%')
-        .replace(/\n/g, '\\n')
+      // Escape text for ffmpeg drawtext (newlines stay raw, see escapeDrawtext).
+      const escapedText = escapeDrawtext(sub.text)
+      const alignPart = sub.text.includes('\n') ? ':text_align=C' : ''
 
       const fontSize = Math.round(sub.style.fontSize * (height / 1080)) // scale relative to export res
       const fontColor = sub.style.color.replace('#', '0x')
@@ -476,7 +481,7 @@ export function buildVideoFilterGraph(
         boxPart = `:box=1:boxcolor=${bgColor}@${bgAlpha}:boxborderw=8`
       }
 
-      const dtFilter = `drawtext=text='${escapedText}':fontsize=${fontSize}:fontcolor=${fontColor}:x=(w-text_w)/2:y=${yExpr}${boxPart}:enable='between(t\\,${sub.startTime.toFixed(3)}\\,${sub.endTime.toFixed(3)})'`
+      const dtFilter = `drawtext=text='${escapedText}'${alignPart}:fontsize=${fontSize}:fontcolor=${fontColor}:x=(w-text_w)/2:y=${yExpr}${boxPart}:enable='between(t\\,${sub.startTime.toFixed(3)}\\,${sub.endTime.toFixed(3)})'`
 
       filterParts.push(`[${lastLabel}]${dtFilter}[${nextLabel}]`)
       lastLabel = nextLabel
diff --git a/electron/ipc/library-handlers.ts b/electron/ipc/library-handlers.ts
index 193962f6c..a3c0d7306 100644
--- a/electron/ipc/library-handlers.ts
+++ b/electron/ipc/library-handlers.ts
@@ -116,27 +116,37 @@ function nextSequencedName(dir: string, subject: string, ext: string): string {
   return `${subject}-${String(max + 1).padStart(2, '0')}${ext}`
 }
 
-export function registerLibraryHandlers(): void {
-  handle('gpmLibList', () => {
-    const root = libRoot()
-    let folders = fs.readdirSync(root, { withFileTypes: true }).filter((d) => d.isDirectory()).map((d) => d.name)
-    if (folders.length === 0) {
-      fs.mkdirSync(path.join(root, 'Inbox'), { recursive: true })
-      folders = ['Inbox']
-    }
-    const files: Array<{ folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean; mtimeMs: number }> = []
-    for (const folder of folders) {
-      const fp = path.join(root, folder)
-      for (const entry of fs.readdirSync(fp, { withFileTypes: true })) {
-        if (!entry.isFile()) continue
-        const ext = path.extname(entry.name).toLowerCase()
-        if (!MEDIA_EXT.has(ext)) continue
-        const full = path.join(fp, entry.name)
-        files.push({ folder, name: entry.name, path: full, isVideo: VIDEO_EXT.has(ext), isAudio: AUDIO_EXT.has(ext), mtimeMs: fs.statSync(full).mtimeMs })
-      }
+export type LibraryListing = {
+  root: string
+  folders: string[]
+  files: Array<{ folder: string; name: string; path: string; isVideo: boolean; isAudio: boolean; mtimeMs: number }>
+}
+
+/** Snapshot of the Studio Assets library (folders + media files). Shared by the
+ *  gpmLibList IPC and the RiX MCP server's library search. */
+export function listLibrary(): LibraryListing {
+  const root = libRoot()
+  let folders = fs.readdirSync(root, { withFileTypes: true }).filter((d) => d.isDirectory()).map((d) => d.name)
+  if (folders.length === 0) {
+    fs.mkdirSync(path.join(root, 'Inbox'), { recursive: true })
+    folders = ['Inbox']
+  }
+  const files: LibraryListing['files'] = []
+  for (const folder of folders) {
+    const fp = path.join(root, folder)
+    for (const entry of fs.readdirSync(fp, { withFileTypes: true })) {
+      if (!entry.isFile()) continue
+      const ext = path.extname(entry.name).toLowerCase()
+      if (!MEDIA_EXT.has(ext)) continue
+      const full = path.join(fp, entry.name)
+      files.push({ folder, name: entry.name, path: full, isVideo: VIDEO_EXT.has(ext), isAudio: AUDIO_EXT.has(ext), mtimeMs: fs.statSync(full).mtimeMs })
     }
-    return { root, folders, files }
-  })
+  }
+  return { root, folders, files }
+}
+
+export function registerLibraryHandlers(): void {
+  handle('gpmLibList', () => listLibrary())
 
   handle('gpmLibCreateFolder', ({ name }) => {
     try { fs.mkdirSync(folderPath(name)); return { success: true as const } }
diff --git a/electron/main.ts b/electron/main.ts
index 98b566ecf..570dd8884 100644
--- a/electron/main.ts
+++ b/electron/main.ts
@@ -10,6 +10,7 @@ import { registerLibraryHandlers } from './ipc/library-handlers'
 import { registerLogHandlers } from './ipc/log-handlers'
 import { registerVideoProcessingHandlers } from './ipc/video-processing-handlers'
 import { logger } from './logger'
+import { startMcpServer } from './mcp/mcp-server'
 import { initSessionLog } from './logging-management'
 import { stopPythonBackend } from './python-backend'
 import { initAutoUpdater } from './updater'
@@ -39,6 +40,7 @@ if (!gotLock) {
   registerLogHandlers()
   registerExportHandlers()
   registerVideoProcessingHandlers()
+  startMcpServer()
 
   app.on('second-instance', () => {
     const mainWindow = getMainWindow()
diff --git a/electron/mcp/editor-bridge.ts b/electron/mcp/editor-bridge.ts
new file mode 100644
index 000000000..5e632cd53
--- /dev/null
+++ b/electron/mcp/editor-bridge.ts
@@ -0,0 +1,40 @@
+import { randomUUID } from 'crypto'
+import { getMainWindow } from '../window'
+import { handle } from '../ipc/typed-handle'
+
+// Main → renderer RPC for editor tools. The editor's state lives in a zustand
+// store inside the renderer, so timeline reads/edits are forwarded there
+// ('mcp-editor-request') and answered via the mcpEditorResponse IPC. Going
+// through the live store (never writing project files directly) keeps edits
+// on the same autosave/undo path as manual edits — no stale-snapshot clobbers.
+
+type Pending = { resolve: (v: unknown) => void; reject: (e: Error) => void; timer: ReturnType<typeof setTimeout> }
+const pending = new Map<string, Pending>()
+
+export function registerEditorBridge(): void {
+  handle('mcpEditorResponse', ({ id, ok, result, error }) => {
+    const p = pending.get(id)
+    if (!p) return
+    pending.delete(id)
+    clearTimeout(p.timer)
+    if (ok) p.resolve(result)
+    else p.reject(new Error(error || 'Editor request failed'))
+  })
+}
+
+export function callEditor<T = unknown>(tool: string, args: Record<string, unknown> = {}, timeoutMs = 60000): Promise<T> {
+  const win = getMainWindow()
+  if (!win || win.isDestroyed()) return Promise.reject(new Error('RiX window is not open'))
+  const id = randomUUID()
+  return new Promise<T>((resolve, reject) => {
+    const timer = setTimeout(() => {
+      pending.delete(id)
+      reject(new Error(
+        `RiX editor did not answer "${tool}" within ${Math.round(timeoutMs / 1000)}s. ` +
+        'Open a project in RiX and visit the Video Editor tab once so the editor is loaded.',
+      ))
+    }, timeoutMs)
+    pending.set(id, { resolve: resolve as (v: unknown) => void, reject, timer })
+    win.webContents.send('mcp-editor-request', { id, tool, args })
+  })
+}
diff --git a/electron/mcp/mcp-server.ts b/electron/mcp/mcp-server.ts
new file mode 100644
index 000000000..57ecb7abf
--- /dev/null
+++ b/electron/mcp/mcp-server.ts
@@ -0,0 +1,377 @@
+import http from 'http'
+import fs from 'fs'
+import os from 'os'
+import path from 'path'
+import { randomBytes } from 'crypto'
+import { app } from 'electron'
+import { isDev } from '../config'
+import { logger } from '../logger'
+import { listLibrary, ensureLibFolder } from '../ipc/library-handlers'
+import { exportTimelineNative, type ExportNativeInput } from '../export/export-handler'
+import { callEditor, registerEditorBridge } from './editor-bridge'
+import { analyzeAudio, probeMedia, sampleFrames, type Frame } from './media-tools'
+
+/**
+ * RiX MCP server — lets an MCP client (Claude Code / Claude Desktop) assemble
+ * videos in the RiX Video Editor from the user's assets.
+ *
+ * Transport: MCP Streamable HTTP, stateless, JSON responses only, at
+ * http://127.0.0.1:<port>/mcp. Guarded by a bearer token stored in
+ * <userData>/rix-mcp.json, loopback-only binding, a Host check (DNS rebinding)
+ * and refusal of browser-originated requests. Only started in dev builds or
+ * when RIX_MCP=1, so shipped installs never open a control port by default.
+ */
+
+const DEFAULT_PORT = 47821
+const PROTOCOL_VERSIONS = ['2025-06-18', '2025-03-26', '2024-11-05']
+
+type ToolContent = Array<{ type: 'text'; text: string } | { type: 'image'; data: string; mimeType: string }>
+type Tool = {
+  name: string
+  description: string
+  inputSchema: Record<string, unknown>
+  run: (args: Record<string, unknown>) => Promise<ToolContent>
+}
+
+const text = (value: unknown): ToolContent => [{ type: 'text', text: typeof value === 'string' ? value : JSON.stringify(value, null, 2) }]
+const withFrames = (summary: unknown, frames: Frame[]): ToolContent => [
+  ...text(summary),
+  ...frames.flatMap(f => [
+    ...(f.time !== undefined ? [{ type: 'text' as const, text: `t=${f.time}s` }] : []),
+    { type: 'image' as const, data: f.base64, mimeType: f.mimeType },
+  ]),
+]
+const str = (v: unknown) => (typeof v === 'string' ? v : undefined)
+const numArg = (v: unknown) => (typeof v === 'number' && Number.isFinite(v) ? v : undefined)
+
+let lastPreviewPath: string | null = null
+
+const PROJECT_ID_PROP = { type: 'string', description: 'editor.project.id from rix_status — guards against editing the wrong project' }
+
+async function renderTimeline(opts: { preview: boolean; width?: number; height?: number; fps?: number; quality?: number; outputPath?: string }) {
+  const { payload, aspect, duration, timelineName } = await callEditor<{
+    payload: Omit<ExportNativeInput, 'outputPath' | 'codec' | 'width' | 'height' | 'fps' | 'quality'>
+    aspect: number
+    duration: number
+    timelineName: string
+  }>('export_payload')
+  const even = (n: number) => Math.max(2, Math.round(n / 2) * 2)
+  const long = opts.preview ? 640 : 1920
+  let width = opts.width ?? (aspect >= 1 ? long : even(long * aspect))
+  let height = opts.height ?? (aspect >= 1 ? even(long / aspect) : long)
+  if (opts.width && !opts.height) height = even(opts.width / aspect)
+  if (opts.height && !opts.width) width = even(opts.height * aspect)
+  const outputPath = opts.outputPath ?? path.join(os.tmpdir(), `rix-mcp-preview-${Date.now()}.mp4`)
+  const r = await exportTimelineNative(
+    { ...payload, outputPath, codec: 'h264', width: even(width), height: even(height), fps: opts.fps ?? 24, quality: opts.quality ?? 18 },
+    { preview: opts.preview },
+  )
+  if (!r.success) throw new Error(`Render failed: ${r.error}`)
+  return { outputPath, duration, width: even(width), height: even(height), timelineName }
+}
+
+const TOOLS: Tool[] = [
+  {
+    name: 'rix_status',
+    description: 'Check that RiX is reachable and which project/timelines are open in the Video Editor. Call this first. '
+      + 'Every editing tool requires the returned editor.project.id as "project_id" (edits are refused if the user has switched projects).',
+    inputSchema: { type: 'object', properties: {} },
+    run: async () => {
+      let editor: unknown
+      try { editor = await callEditor('status', {}, 5000) } catch (e) { editor = { error: (e as Error).message } }
+      return text({ app: `RiX ${app.getVersion()}`, libraryRoot: listLibrary().root, editor })
+    },
+  },
+  {
+    name: 'list_library',
+    description: 'Browse the Studio Assets library (the user\'s media folders on disk). With no folder, returns every folder with file counts. '
+      + 'With a folder and/or query, returns matching files (newest first). File names are content-aware (e.g. storm-03.mp4), so query by subject.',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        folder: { type: 'string', description: 'Folder name (case-insensitive), e.g. "Halloween"' },
+        query: { type: 'string', description: 'Substring match on file name' },
+        type: { type: 'string', enum: ['image', 'video', 'audio'] },
+        limit: { type: 'number', description: 'Max files (default 100)' },
+      },
+    },
+    run: async (args) => {
+      const lib = listLibrary()
+      const folder = str(args.folder)?.toLowerCase()
+      const query = str(args.query)?.toLowerCase()
+      const type = str(args.type)
+      if (!folder && !query && !type) {
+        const counts = new Map<string, number>()
+        for (const f of lib.files) counts.set(f.folder, (counts.get(f.folder) ?? 0) + 1)
+        return text({ root: lib.root, folders: lib.folders.map(name => ({ name, files: counts.get(name) ?? 0 })) })
+      }
+      const kind = (f: (typeof lib.files)[number]) => (f.isVideo ? 'video' : f.isAudio ? 'audio' : 'image')
+      const files = lib.files
+        .filter(f => !folder || f.folder.toLowerCase() === folder)
+        .filter(f => !query || f.name.toLowerCase().includes(query))
+        .filter(f => !type || kind(f) === type)
+        .sort((a, b) => b.mtimeMs - a.mtimeMs)
+      const limit = Math.max(1, Math.min(numArg(args.limit) ?? 100, 1000))
+      return text({
+        total: files.length,
+        files: files.slice(0, limit).map(f => ({ folder: f.folder, name: f.name, type: kind(f), path: f.path, modified: new Date(f.mtimeMs).toISOString() })),
+      })
+    },
+  },
+  {
+    name: 'list_project_assets',
+    description: 'List assets registered in the open RiX project (generations + imports), newest first, with their generation prompts. '
+      + 'Prompts describe content — use them to pick shots.',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        query: { type: 'string', description: 'Substring match on prompt, path or folder/tag name' },
+        type: { type: 'string', enum: ['image', 'video', 'audio'] },
+        limit: { type: 'number', description: 'Max assets (default 50)' },
+      },
+    },
+    run: async (args) => text(await callEditor('list_project_assets', args)),
+  },
+  {
+    name: 'inspect_media',
+    description: 'LOOK at a media file: returns metadata plus sampled frames as images (evenly spaced across a video, or the still itself). '
+      + 'Use before choosing shots — prompts can lie; frames don\'t. Default 6 frames at 384px.',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        path: { type: 'string', description: 'Absolute path to an image or video' },
+        frames: { type: 'number', description: 'How many evenly spaced frames (1–16, default 6)' },
+        times: { type: 'array', items: { type: 'number' }, description: 'Explicit timestamps in seconds (overrides frames)' },
+        width: { type: 'number', description: 'Frame width in px (default 384)' },
+      },
+      required: ['path'],
+    },
+    run: async (args) => {
+      const p = str(args.path)
+      if (!p) throw new Error('"path" is required')
+      const times = Array.isArray(args.times) ? args.times.filter((t): t is number => typeof t === 'number') : undefined
+      const { info, frames } = sampleFrames(p, { count: numArg(args.frames), times, width: numArg(args.width) })
+      return withFrames({ path: p, ...info }, frames)
+    },
+  },
+  {
+    name: 'analyze_audio',
+    description: 'Hear a music/audio file: tempo (bpm), a beat grid, guessed downbeats (every 4th beat), the strongest hits, '
+      + 'and loudness per second (0–1) to find intros, builds and drops. Use it to place cuts on the beat.',
+    inputSchema: { type: 'object', properties: { path: { type: 'string' } }, required: ['path'] },
+    run: async (args) => {
+      const p = str(args.path)
+      if (!p) throw new Error('"path" is required')
+      return text(analyzeAudio(p))
+    },
+  },
+  {
+    name: 'get_timeline',
+    description: 'Read the active timeline: tracks (index, kind) and every clip with id, track, start/end, source in-point, asset, text, transitions, audio settings.',
+    inputSchema: { type: 'object', properties: {} },
+    run: async () => text(await callEditor('get_timeline')),
+  },
+  {
+    name: 'apply_edits',
+    description: [
+      'Edit the active timeline with a batch of ops. The batch is ATOMIC and is ONE undo step (if any op fails, nothing changes).',
+      'Times are seconds. Returns per-op results (new clip ids) and the resulting timeline.',
+      'Ops:',
+      '  {"op":"import","path":"<abs path>","ref":"name"} — register a library file in the project (ref usable later as "$name")',
+      '  {"op":"add_clip","asset":"<asset id | $ref | abs path>","track":0,"start":0,"in":1.5,"duration":2.0,"speed":1,"with_audio":true,"ref":"c1"}',
+      '     start omitted = append at end of track; in = source in-point; duration capped to the source length. Placing over existing clips overwrites them.',
+      '     Video clips bring linked audio on an audio track; with_audio:false drops it; audio_track:N routes it (e.g. dialogue to A2 so it',
+      '     can\'t overwrite the music on A1). Images default to 5s unless duration is set.',
+      '  {"op":"duck","clip":"<music clip>","ranges":[[t0,t1],...],"level":0.25,"attack":0.2,"release":0.4} — dip the music under',
+      '     dialogue (ranges = TIMELINE seconds of speech; take phrase times from inspect_media soundSegments + the clip\'s start/in).',
+      '  {"op":"add_text","text":"TITLE","start":0,"duration":3,"style":{"fontSize":96,"color":"#FFFFFF","positionX":50,"positionY":50},"fade_in":0.5,"fade_out":0.5}',
+      '  {"op":"update_clip","clip":"<clip id | $ref>","set":{"start","duration","in","speed","volume"(0–2),"opacity"(0–100),"audio_fade_in","audio_fade_out",',
+      '     "text_fade_in","text_fade_out","muted","reversed","color":{brightness,contrast,saturation,temperature,tint,exposure,highlights,shadows},"text","style",',
+      '     "volume_keyframes":[{"t":clipSeconds,"value":0–2}]}}',
+      '  {"op":"transition","clip":"<id>","in":{"type":"dissolve","duration":0.5},"out":{"type":"fade-to-black","duration":1}}',
+      '     types: none, dissolve, fade-to-black, fade-to-white, wipe-left, wipe-right, wipe-up, wipe-down. A dissolve needs out on the left clip AND in on the right clip.',
+      '  {"op":"delete","clips":["<id>"]}  (linked audio goes too)   {"op":"clear"}  (empty the active timeline)',
+      '  {"op":"new_timeline","name":"Trailer v1"}  (becomes active)   {"op":"add_track","kind":"video"|"audio"}',
+    ].join('\n'),
+    inputSchema: {
+      type: 'object',
+      properties: {
+        project_id: PROJECT_ID_PROP,
+        ops: { type: 'array', items: { type: 'object' }, description: 'Ordered list of edit ops (see description)' },
+      },
+      required: ['project_id', 'ops'],
+    },
+    run: async (args) => text(await callEditor('apply_edits', args, 180000)),
+  },
+  {
+    name: 'undo',
+    description: 'Revert YOUR last apply_edits batch (one step). Refuses if the user has changed anything since, or if the last '
+      + 'change was not yours — it never undoes the user\'s work. In that case fix things with a corrective apply_edits batch.',
+    inputSchema: { type: 'object', properties: { project_id: PROJECT_ID_PROP }, required: ['project_id'] },
+    run: async (args) => text(await callEditor('undo', args)),
+  },
+  {
+    name: 'redo',
+    description: 'Re-apply a batch you just reverted with undo (same safety rules).',
+    inputSchema: { type: 'object', properties: { project_id: PROJECT_ID_PROP }, required: ['project_id'] },
+    run: async (args) => text(await callEditor('redo', args)),
+  },
+  {
+    name: 'render_frames',
+    description: 'Render the active timeline to a fast low-res preview (with transitions, text, color) and return frames at the given times, '
+      + 'so you can review your own cut. Default: 8 evenly spaced frames. Also returns the preview mp4 path (usable with inspect_media).',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        times: { type: 'array', items: { type: 'number' }, description: 'Timeline seconds to grab (max 16)' },
+        count: { type: 'number', description: 'Evenly spaced frame count when times is omitted (default 8)' },
+      },
+    },
+    run: async (args) => {
+      const render = await renderTimeline({ preview: true })
+      if (lastPreviewPath && lastPreviewPath !== render.outputPath) { try { fs.unlinkSync(lastPreviewPath) } catch { /* temp */ } }
+      lastPreviewPath = render.outputPath
+      const times = Array.isArray(args.times) ? args.times.filter((t): t is number => typeof t === 'number') : undefined
+      const { frames } = sampleFrames(render.outputPath, { times, count: numArg(args.count) ?? 8, width: 480 })
+      return withFrames({ previewPath: render.outputPath, duration: render.duration, size: `${render.width}x${render.height}` }, frames)
+    },
+  },
+  {
+    name: 'export_video',
+    description: 'Export the active timeline at full quality (H.264 MP4). Default output: Studio Assets/"RiX Edits"/<timeline>-<timestamp>.mp4, '
+      + 'sized from the first clip\'s aspect at 1080p. Takes a while for long timelines.',
+    inputSchema: {
+      type: 'object',
+      properties: {
+        output_path: { type: 'string', description: 'Absolute .mp4 path (must be inside the library, Downloads, or project folders)' },
+        width: { type: 'number' },
+        height: { type: 'number' },
+        fps: { type: 'number', description: 'Default 24' },
+        quality: { type: 'number', description: 'H.264 CRF, lower = better (default 18)' },
+      },
+    },
+    run: async (args) => {
+      const stamp = new Date().toISOString().replace(/[:.]/g, '-').slice(0, 19)
+      let outputPath = str(args.output_path)
+      if (!outputPath) {
+        const { timelineName } = await callEditor<{ timelineName: string }>('export_payload')
+        const safe = timelineName.replace(/[^\w -]+/g, '').trim().replace(/\s+/g, '-') || 'timeline'
+        outputPath = path.join(ensureLibFolder('RiX Edits'), `${safe}-${stamp}.mp4`)
+      }
+      const r = await renderTimeline({
+        preview: false, outputPath, width: numArg(args.width), height: numArg(args.height), fps: numArg(args.fps), quality: numArg(args.quality),
+      })
+      return text({ exported: r.outputPath, duration: r.duration, size: `${r.width}x${r.height}`, media: probeMedia(r.outputPath) })
+    },
+  },
+]
+
+// ---------------------------------------------------------------- JSON-RPC
+
+type RpcMessage = { jsonrpc: '2.0'; id?: string | number | null; method?: string; params?: Record<string, unknown> }
+const rpcResult = (id: RpcMessage['id'], result: unknown) => ({ jsonrpc: '2.0', id, result })
+const rpcError = (id: RpcMessage['id'], code: number, message: string) => ({ jsonrpc: '2.0', id: id ?? null, error: { code, message } })
+
+async function handleMessage(msg: RpcMessage): Promise<object | null> {
+  if (msg.id === undefined || msg.id === null) return null // notification (e.g. notifications/initialized)
+  switch (msg.method) {
+    case 'initialize': {
+      const requested = str(msg.params?.protocolVersion)
+      return rpcResult(msg.id, {
+        protocolVersion: requested && PROTOCOL_VERSIONS.includes(requested) ? requested : PROTOCOL_VERSIONS[0],
+        capabilities: { tools: {} },
+        serverInfo: { name: 'rix-editor', version: app.getVersion() },
+        instructions: 'Tools for assembling videos in the RiX Video Editor from the user\'s generated assets. '
+          + 'Start with rix_status. Look at media with inspect_media before cutting; review your cut with render_frames before exporting.',
+      })
+    }
+    case 'ping':
+      return rpcResult(msg.id, {})
+    case 'tools/list':
+      return rpcResult(msg.id, { tools: TOOLS.map(({ name, description, inputSchema }) => ({ name, description, inputSchema })) })
+    case 'tools/call': {
+      const name = str(msg.params?.name)
+      const tool = TOOLS.find(t => t.name === name)
+      if (!tool) return rpcError(msg.id, -32602, `Unknown tool: ${name}`)
+      const args = (msg.params?.arguments ?? {}) as Record<string, unknown>
+      const started = Date.now()
+      try {
+        const content = await tool.run(args)
+        logger.info(`[MCP] ${name} ok (${Date.now() - started}ms)`)
+        return rpcResult(msg.id, { content })
+      } catch (e) {
+        const message = e instanceof Error ? e.message : String(e)
+        logger.warn(`[MCP] ${name} failed: ${message}`)
+        return rpcResult(msg.id, { content: text(`Error: ${message}`), isError: true })
+      }
+    }
+    default:
+      return rpcError(msg.id, -32601, `Method not found: ${msg.method}`)
+  }
+}
+
+// ---------------------------------------------------------------- HTTP
+
+type McpConfig = { port: number; token: string }
+
+function loadConfig(): McpConfig {
+  const file = path.join(app.getPath('userData'), 'rix-mcp.json')
+  let cfg: Partial<McpConfig> = {}
+  try { cfg = JSON.parse(fs.readFileSync(file, 'utf8')) } catch { /* first run */ }
+  const envPort = Number(process.env.RIX_MCP_PORT)
+  const next: McpConfig = {
+    port: Number.isInteger(envPort) && envPort > 0 ? envPort : cfg.port ?? DEFAULT_PORT,
+    token: cfg.token ?? randomBytes(24).toString('hex'),
+  }
+  if (next.token !== cfg.token || next.port !== cfg.port) {
+    fs.writeFileSync(file, JSON.stringify(next, null, 2), { encoding: 'utf8', mode: 0o600 })
+  }
+  return next
+}
+
+function readBody(req: http.IncomingMessage, limit = 5 * 1024 * 1024): Promise<string> {
+  return new Promise((resolve, reject) => {
+    let size = 0
+    const chunks: Buffer[] = []
+    req.on('data', (c: Buffer) => {
+      size += c.length
+      if (size > limit) { reject(new Error('Request too large')); req.destroy() } else chunks.push(c)
+    })
+    req.on('end', () => resolve(Buffer.concat(chunks).toString('utf8')))
+    req.on('error', reject)
+  })
+}
+
+export function startMcpServer(): void {
+  if (!isDev && process.env.RIX_MCP !== '1') return
+  registerEditorBridge()
+  const { port, token } = loadConfig()
+  const allowedHosts = new Set([`127.0.0.1:${port}`, `localhost:${port}`])
+
+  const server = http.createServer(async (req, res) => {
+    const send = (status: number, body?: unknown) => {
+      res.writeHead(status, body === undefined ? {} : { 'Content-Type': 'application/json' })
+      res.end(body === undefined ? undefined : JSON.stringify(body))
+    }
+    // Loopback-only + Host check (DNS rebinding) + no browser-originated calls + token.
+    if (!allowedHosts.has(req.headers.host ?? '')) return send(403, rpcError(null, -32000, 'Forbidden host'))
+    if (req.headers.origin) return send(403, rpcError(null, -32000, 'Browser requests are not allowed'))
+    if (req.headers.authorization !== `Bearer ${token}`) return send(401, rpcError(null, -32001, 'Missing or invalid bearer token'))
+    if (req.url?.split('?')[0] !== '/mcp') return send(404, rpcError(null, -32000, 'Not found'))
+    if (req.method === 'DELETE') return send(200) // stateless: no session to end
+    if (req.method !== 'POST') return send(405, rpcError(null, -32000, 'Use POST'))
+
+    let parsed: RpcMessage | RpcMessage[]
+    try { parsed = JSON.parse(await readBody(req)) } catch { return send(400, rpcError(null, -32700, 'Parse error')) }
+    const batch = Array.isArray(parsed)
+    const replies = (await Promise.all((batch ? parsed : [parsed]).map(handleMessage))).filter((r): r is object => r !== null)
+    if (replies.length === 0) return send(202)
+    return send(200, batch ? replies : replies[0])
+  })
+
+  server.on('error', (err) => logger.warn(`[MCP] server not started: ${err.message}`))
+  server.listen(port, '127.0.0.1', () => {
+    logger.info(`[MCP] RiX editor MCP server listening on http://127.0.0.1:${port}/mcp (token in ${path.join(app.getPath('userData'), 'rix-mcp.json')})`)
+  })
+  app.on('before-quit', () => server.close())
+}
diff --git a/electron/mcp/media-tools.ts b/electron/mcp/media-tools.ts
new file mode 100644
index 000000000..666a80a09
--- /dev/null
+++ b/electron/mcp/media-tools.ts
@@ -0,0 +1,195 @@
+import { spawnSync } from 'child_process'
+import fs from 'fs'
+import os from 'os'
+import path from 'path'
+import { extractVideoFrameToFile, findFfmpegPath } from '../export/ffmpeg-utils'
+
+// ffmpeg-backed perception helpers for the RiX MCP server: lets the agent
+// actually look at clips (sampled frames) and hear music (beats/energy).
+
+const IMAGE_EXT = /\.(png|jpe?g|webp|gif|bmp)$/i
+const AUDIO_EXT = /\.(mp3|wav|ogg|aac|flac|m4a)$/i
+
+function ffmpeg(): string {
+  const p = findFfmpegPath()
+  if (!p) throw new Error('ffmpeg not found (the Python backend environment must be installed)')
+  return p
+}
+
+export type MediaInfo = {
+  kind: 'image' | 'video' | 'audio'
+  duration?: number
+  width?: number
+  height?: number
+  fps?: number
+  hasAudio: boolean
+}
+
+/** Parse ffmpeg's -i banner — cheap, and avoids depending on a separate ffprobe binary. */
+export function probeMedia(filePath: string): MediaInfo {
+  if (!fs.existsSync(filePath)) throw new Error(`File not found: ${filePath}`)
+  const r = spawnSync(ffmpeg(), ['-hide_banner', '-i', filePath], { encoding: 'utf8', timeout: 10000 })
+  const out = `${r.stdout || ''}\n${r.stderr || ''}`
+  const dur = out.match(/Duration:\s*(\d+):(\d+):(\d+(?:\.\d+)?)/)
+  const videoLine = out.split('\n').find(l => l.includes('Video:'))
+  const dims = videoLine?.match(/(\d{2,5})x(\d{2,5})(?:[,\s[]|$)/)
+  const fps = videoLine?.match(/(\d+(?:\.\d+)?)\s*fps/)
+  const kind: MediaInfo['kind'] = IMAGE_EXT.test(filePath) ? 'image' : AUDIO_EXT.test(filePath) || !videoLine ? 'audio' : 'video'
+  return {
+    kind,
+    duration: dur && kind !== 'image' ? Number(dur[1]) * 3600 + Number(dur[2]) * 60 + parseFloat(dur[3]) : undefined,
+    width: dims ? Number(dims[1]) : undefined,
+    height: dims ? Number(dims[2]) : undefined,
+    fps: fps ? Number(fps[1]) : undefined,
+    hasAudio: out.includes('Audio:'),
+  }
+}
+
+/** Where a file has sound (speech, cackles, SFX) vs silence, via ffmpeg silencedetect:
+ *  [start, end] seconds of non-silence at ~0.1s precision. For a dialogue clip these
+ *  are the phrases — cut on their boundaries so lines are never clipped mid-word. */
+export function soundSegments(filePath: string, duration: number, opts: { noiseDb?: number; minSilence?: number } = {}): Array<[number, number]> {
+  const r = spawnSync(ffmpeg(), [
+    '-hide_banner', '-i', filePath,
+    '-af', `silencedetect=noise=${opts.noiseDb ?? -32}dB:d=${opts.minSilence ?? 0.25}`,
+    '-f', 'null', '-',
+  ], { encoding: 'utf8', timeout: 60000 })
+  const out = `${r.stdout || ''}\n${r.stderr || ''}`
+  const r2 = (x: number) => Math.round(x * 100) / 100
+  // silencedetect logs silence_start / silence_end in pairs; a trailing silence has no end.
+  const starts = [...out.matchAll(/silence_start: (-?[\d.]+)/g)].map(x => Math.max(0, Number(x[1])))
+  const ends = [...out.matchAll(/silence_end: ([\d.]+)/g)].map(x => Number(x[1]))
+  const silences = starts.map((a, i): [number, number] => [a, ends[i] ?? duration])
+  const segments: Array<[number, number]> = []
+  let cursor = 0
+  for (const [a, b] of silences) {
+    if (a - cursor > 0.05) segments.push([r2(cursor), r2(a)])
+    cursor = Math.max(cursor, b)
+  }
+  if (duration - cursor > 0.05) segments.push([r2(cursor), r2(duration)])
+  return segments
+}
+
+export type Frame = { time?: number; base64: string; mimeType: 'image/jpeg' }
+
+/** Sample frames from a video (evenly spaced, or at explicit times), or a
+ *  downscaled copy of a still. JPEG, `width` px wide. */
+export function sampleFrames(filePath: string, opts: { count?: number; times?: number[]; width?: number } = {}): { info: MediaInfo & { soundSegments?: Array<[number, number]> }; frames: Frame[] } {
+  const probed = probeMedia(filePath)
+  const info = probed.kind === 'video' && probed.hasAudio && probed.duration
+    ? { ...probed, soundSegments: soundSegments(filePath, probed.duration) }
+    : probed
+  const width = Math.max(64, Math.min(opts.width ?? 384, 1280))
+  const tmp = () => path.join(os.tmpdir(), `rix_mcp_${Date.now()}_${Math.random().toString(36).slice(2, 8)}.jpg`)
+  const read = (p: string) => { const b = fs.readFileSync(p).toString('base64'); try { fs.unlinkSync(p) } catch { /* temp */ } return b }
+
+  if (info.kind === 'audio') throw new Error('This is an audio file — use analyze_audio instead')
+  if (info.kind === 'image') {
+    const out = tmp()
+    const r = spawnSync(ffmpeg(), ['-y', '-i', filePath, '-vf', `scale=${width}:-2`, '-frames:v', '1', '-q:v', '4', out], { timeout: 15000 })
+    if (r.status !== 0 || !fs.existsSync(out)) throw new Error('Could not decode image')
+    return { info, frames: [{ base64: read(out), mimeType: 'image/jpeg' }] }
+  }
+
+  const duration = info.duration ?? 0
+  const count = Math.max(1, Math.min(opts.count ?? 6, 16))
+  const times = (opts.times?.length ? opts.times : Array.from({ length: count }, (_, i) => duration * (i + 0.5) / count))
+    .slice(0, 16)
+    .map(t => Math.max(0, Math.min(t, Math.max(0, duration - 0.05))))
+  const frames = times.map(time => {
+    const out = extractVideoFrameToFile({ videoPath: filePath, seekTime: time, width, quality: 4, outputPath: tmp(), timeoutMs: 15000 })
+    return { time: Math.round(time * 100) / 100, base64: read(out), mimeType: 'image/jpeg' as const }
+  })
+  return { info, frames }
+}
+
+/**
+ * Beat/energy analysis for cutting to music. Decodes to 11.025 kHz mono, builds a
+ * half-wave-rectified energy-flux onset envelope (~23 ms hops), estimates tempo by
+ * autocorrelation in 70–180 BPM, then phase-aligns a beat grid to the onsets.
+ * Heuristic, not a DAW — good enough to place cuts on the pulse.
+ */
+export function analyzeAudio(filePath: string) {
+  const info = probeMedia(filePath)
+  if (!info.hasAudio) throw new Error('No audio stream in this file')
+  const SR = 11025
+  const r = spawnSync(ffmpeg(), ['-v', 'error', '-i', filePath, '-ac', '1', '-ar', String(SR), '-f', 'f32le', '-'], {
+    timeout: 60000,
+    maxBuffer: 1024 * 1024 * 200,
+  })
+  if (r.status !== 0 || !r.stdout?.length) throw new Error('Could not decode audio')
+  const buf = r.stdout as Buffer
+  const samples = new Float32Array(buf.buffer, buf.byteOffset, Math.floor(buf.length / 4))
+
+  const HOP = 256 // ~23 ms
+  const n = Math.floor(samples.length / HOP)
+  const energy = new Float32Array(n)
+  for (let i = 0; i < n; i++) {
+    let s = 0
+    for (let j = i * HOP; j < (i + 1) * HOP; j++) s += samples[j] * samples[j]
+    energy[i] = Math.sqrt(s / HOP)
+  }
+  const onset = new Float32Array(n)
+  for (let i = 1; i < n; i++) onset[i] = Math.max(0, Math.log1p(energy[i] * 100) - Math.log1p(energy[i - 1] * 100))
+
+  const hopSec = HOP / SR
+  const minLag = Math.round(60 / 180 / hopSec)
+  const maxLag = Math.round(60 / 70 / hopSec)
+  let bestLag = minLag
+  let bestScore = -Infinity
+  for (let lag = minLag; lag <= maxLag; lag++) {
+    let score = 0
+    for (let i = lag; i < n; i++) score += onset[i] * onset[i - lag]
+    score /= (n - lag)
+    if (score > bestScore) { bestScore = score; bestLag = lag }
+  }
+  let bestPhase = 0
+  let bestPhaseScore = -Infinity
+  for (let phase = 0; phase < bestLag; phase++) {
+    let score = 0
+    for (let i = phase; i < n; i += bestLag) score += onset[i]
+    if (score > bestPhaseScore) { bestPhaseScore = score; bestPhase = phase }
+  }
+  const r2 = (x: number) => Math.round(x * 100) / 100
+  const beats: number[] = []
+  for (let i = bestPhase; i < n; i += bestLag) beats.push(r2(i * hopSec))
+
+  // Strongest individual hits (drops, accents): local maxima well above the mean.
+  let mean = 0
+  for (const v of onset) mean += v
+  mean /= n || 1
+  let sd = 0
+  for (const v of onset) sd += (v - mean) ** 2
+  sd = Math.sqrt(sd / (n || 1))
+  const peaks: Array<{ t: number; s: number }> = []
+  for (let i = 2; i < n - 2; i++) {
+    const v = onset[i]
+    if (v > mean + 2 * sd && v >= onset[i - 1] && v >= onset[i + 1] && v >= onset[i - 2] && v >= onset[i + 2]) {
+      peaks.push({ t: i * hopSec, s: v })
+    }
+  }
+  const strong = peaks.sort((a, b) => b.s - a.s).slice(0, 40).map(p => r2(p.t)).sort((a, b) => a - b)
+
+  // Loudness per second (0–1) to spot intros, builds and drops.
+  const perSec = Math.round(1 / hopSec)
+  const loud: number[] = []
+  for (let i = 0; i < n; i += perSec) {
+    let s = 0
+    const end = Math.min(n, i + perSec)
+    for (let j = i; j < end; j++) s += energy[j]
+    loud.push(s / (end - i))
+  }
+  const peak = Math.max(...loud, 1e-9)
+
+  const totalDur = info.duration ?? samples.length / SR
+  return {
+    duration: r2(totalDur),
+    soundSegments: totalDur <= 60 ? soundSegments(filePath, totalDur) : undefined, // phrases, for dialogue clips
+    bpm: r2(60 / (bestLag * hopSec)),
+    beatInterval: r2(bestLag * hopSec),
+    beats,
+    downbeatsGuess: beats.filter((_, i) => i % 4 === 0),
+    strongOnsets: strong,
+    loudnessPerSecond: loud.map(v => Math.round((v / peak) * 100) / 100),
+  }
+}
diff --git a/electron/preload.ts b/electron/preload.ts
index 8ac87ecb7..2a5f85909 100644
--- a/electron/preload.ts
+++ b/electron/preload.ts
@@ -1,4 +1,4 @@
-import { electronAPISchemas, type BackendHealthStatus, type UpdateStatePayload, type ExportProgress } from '../shared/electron-api-schema'
+import { electronAPISchemas, type BackendHealthStatus, type UpdateStatePayload, type ExportProgress, type McpEditorRequest } from '../shared/electron-api-schema'
 
 const { contextBridge, ipcRenderer, webUtils } = require('electron')
 
@@ -48,7 +48,13 @@ api.onGpmLibChanged = (cb: () => void) => {
   }
 }
 
-api.onUpdateEvent = (cb: (data: UpdateStatePayload) => void) => {
+api.onMcpEditorRequest = (cb: (req: McpEditorRequest) => void) => {
+  const listener = (_: unknown, req: McpEditorRequest) => cb(req)
+  ipcRenderer.on('mcp-editor-request', listener)
+  return () => ipcRenderer.removeListener('mcp-editor-request', listener)
+}
+
+api.onUpdateEvent =(cb: (data: UpdateStatePayload) => void) => {
   const listener = (_: unknown, data: UpdateStatePayload) => cb(data)
   ipcRenderer.on('update-event', listener)
   return () => ipcRenderer.removeListener('update-event', listener)
diff --git a/frontend/App.tsx b/frontend/App.tsx
index 1c03db96c..d8bc606ef 100644
--- a/frontend/App.tsx
+++ b/frontend/App.tsx
@@ -27,6 +27,7 @@ import { useDownloadsBrowserOpen, getDownloadsBrowserOpen, setDownloadsBrowserOp
 import { usePromptManagerProOpen, getPromptManagerProOpen, setPromptManagerProOpen } from './components/gpm/prompt-manager-pro-store'
 import { useAppUpdateModal } from './hooks/use-app-update'
 import { UpdateAvailableModal } from './components/UpdateAvailableModal'
+import { dispatchMcpEditorRequest } from './views/editor/mcp-editor-tools'
 
 type SetupState = 'loading' | { needsSetup: boolean; needsLicense: boolean }
 type RequiredModelsGateState = 'checking' | 'missing' | 'ready'
@@ -65,6 +66,13 @@ function AppContent() {
     window.addEventListener('keydown', onKeyDown)
     return () => window.removeEventListener('keydown', onKeyDown)
   }, [])
+  // RiX MCP server: answer editor tool calls forwarded from the main process. Lives
+  // here (always mounted) so a call with no editor open fails fast instead of timing out.
+  useEffect(() => window.electronAPI?.onMcpEditorRequest?.(({ id, tool, args }) => {
+    void dispatchMcpEditorRequest(tool, args)
+      .then(result => window.electronAPI.mcpEditorResponse({ id, ok: true, result }))
+      .catch((e: unknown) => window.electronAPI.mcpEditorResponse({ id, ok: false, error: e instanceof Error ? e.message : String(e) }))
+  }), [])
   const { connected, processStatus, isLoading: backendLoading } = useBackend()
   const { settings, saveLtxApiKey, saveFalApiKey, forceApiGenerations, isLoaded, runtimePolicyLoaded, notifyModelsChanged } = useAppSettings()
   // Always mounted here (unlike GenSpace, which unmounts on every view/tab switch) so a
diff --git a/frontend/components/ExportModal.tsx b/frontend/components/ExportModal.tsx
index 1a33d1bb5..567cdbbdb 100644
--- a/frontend/components/ExportModal.tsx
+++ b/frontend/components/ExportModal.tsx
@@ -1,12 +1,11 @@
 import { useState, useRef, useCallback, useEffect, useMemo } from 'react'
 import { X, Download, FolderOpen, Film, Package, Loader2, Check, AlertCircle, ChevronDown } from 'lucide-react'
 import { Button } from './ui/button'
-import { DEFAULT_SUBTITLE_STYLE } from '../types/project-model'
 import type { Track, TimelineClip } from '../types/project-model'
+import { buildExportPayload } from '../views/editor/export-payload'
 import {
   selectActiveTimeline,
   selectAssets,
-  selectClipPathFromAssets,
   selectClips,
   selectShowExportModal,
   selectSubtitles,
@@ -50,14 +49,6 @@ const PRORES_PROFILES = [
   { value: 3, label: 'HQ' },
 ]
 
-const LETTERBOX_RATIO_MAP: Record<string, number> = {
-  '2.35:1': 2.35,
-  '2.39:1': 2.39,
-  '2.76:1': 2.76,
-  '1.85:1': 1.85,
-  '4:3': 4 / 3,
-}
-
 // Generate FCPXML for Premiere / DaVinci
 function generateFCPXML(
   clips: TimelineClip[],
@@ -161,101 +152,10 @@ export function ExportModal({ projectName }: ExportModalProps) {
   const tracks = useEditorStore(selectTracks)
   const subtitles = useEditorStore(selectSubtitles)
 
-  const exportClips = useMemo(() => (
-    clips
-      .filter(clip => clip.type === 'video' || clip.type === 'image' || clip.type === 'audio')
-      .filter(clip => tracks[clip.trackIndex]?.enabled !== false)
-      .map(clip => ({
-        path: selectClipPathFromAssets(assets, clip),
-        type: clip.type,
-        startTime: clip.startTime,
-        duration: clip.duration,
-        trimStart: clip.trimStart,
-        speed: clip.speed || 1,
-        reversed: clip.reversed || false,
-        flipH: clip.flipH || false,
-        flipV: clip.flipV || false,
-        opacity: clip.opacity ?? 100,
-        trackIndex: clip.trackIndex,
-        muted: clip.muted || false,
-        volume: clip.volume ?? 1,
-        audioFadeIn: clip.audioFadeIn ?? 0,
-        audioFadeOut: clip.audioFadeOut ?? 0,
-        volumeKeyframes: clip.volumeKeyframes,
-        colorCorrection: clip.colorCorrection,
-        transitionIn: clip.transitionIn,
-        transitionOut: clip.transitionOut,
-      }))
-  ), [assets, clips, tracks])
-
-  const subtitleData = useMemo(() => (
-    subtitles.map(subtitle => {
-      const track = tracks[subtitle.trackIndex]
-      return {
-        text: subtitle.text,
-        startTime: subtitle.startTime,
-        endTime: subtitle.endTime,
-        style: {
-          ...DEFAULT_SUBTITLE_STYLE,
-          ...(track?.subtitleStyle || {}),
-          ...(subtitle.style || {}),
-        },
-      }
-    })
-  ), [subtitles, tracks])
-
-  // Text-overlay clips (type 'text' with a textStyle) are burned into the export
-  // by ffmpeg drawtext — the live preview draws them as DOM, so without this they
-  // showed in the editor but were missing from the rendered file.
-  const textOverlayData = useMemo(() => (
-    clips
-      .filter(clip => clip.type === 'text' && Boolean(clip.textStyle) && tracks[clip.trackIndex]?.enabled !== false)
-      .map(clip => {
-        const ts = clip.textStyle!
-        return {
-          text: ts.text,
-          startTime: clip.startTime,
-          endTime: clip.startTime + clip.duration,
-          fadeIn: clip.textFadeIn ?? 0.5,
-          fadeOut: clip.textFadeOut ?? 0.5,
-          style: {
-            fontSize: ts.fontSize,
-            color: ts.color,
-            backgroundColor: ts.backgroundColor,
-            positionX: ts.positionX,
-            positionY: ts.positionY,
-            strokeColor: ts.strokeColor,
-            strokeWidth: ts.strokeWidth,
-            shadowColor: ts.shadowColor,
-            shadowOffsetX: ts.shadowOffsetX,
-            shadowOffsetY: ts.shadowOffsetY,
-            opacity: ts.opacity,
-            padding: ts.padding,
-          },
-        }
-      })
-  ), [clips, tracks])
-
-  const letterbox = useMemo(() => {
-    const adjustmentClips = clips.filter(
-      clip =>
-        clip.type === 'adjustment'
-        && clip.letterbox?.enabled
-        && tracks[clip.trackIndex]?.enabled !== false,
-    )
-    if (adjustmentClips.length === 0) return null
-    const best = adjustmentClips.reduce((currentBest, candidate) => (
-      candidate.duration > currentBest.duration ? candidate : currentBest
-    ))
-    const config = best.letterbox!
-    return {
-      ratio: config.aspectRatio === 'custom'
-        ? (config.customRatio || 2.35)
-        : (LETTERBOX_RATIO_MAP[config.aspectRatio] || 2.35),
-      color: config.color || '#000000',
-      opacity: (config.opacity ?? 100) / 100,
-    }
-  }, [clips, tracks])
+  const payload = useMemo(
+    () => buildExportPayload(assets, clips, tracks, subtitles),
+    [assets, clips, tracks, subtitles],
+  )
 
   const [exportStatus, setExportStatus] = useState<ExportStatus>('idle')
   const [exportType, setExportType] = useState<'package' | 'video' | null>(null)
@@ -279,7 +179,7 @@ export function ExportModal({ projectName }: ExportModalProps) {
     closeExportModal()
   }, [closeExportModal])
 
-  const hasSubtitles = subtitleData.length > 0
+  const hasSubtitles = subtitles.length > 0
 
   useEffect(() => {
     if (!isOpen) return
@@ -376,16 +276,14 @@ export function ExportModal({ projectName }: ExportModalProps) {
       })
 
       const result = await window.electronAPI?.exportNative({
-        clips: exportClips,
+        ...payload,
+        subtitles: burnSubtitles ? payload.subtitles : undefined,
         outputPath: filePath,
         codec: settings.codec,
         width: settings.width,
         height: settings.height,
         fps: settings.fps,
         quality: settings.quality,
-        letterbox: letterbox || undefined,
-        subtitles: burnSubtitles && subtitleData.length > 0 ? subtitleData : undefined,
-        textOverlays: textOverlayData.length > 0 ? textOverlayData : undefined,
       })
 
       if (result && !result.success) {
@@ -402,7 +300,7 @@ export function ExportModal({ projectName }: ExportModalProps) {
     } finally {
       unsubscribe?.()
     }
-  }, [burnSubtitles, exportClips, letterbox, projectName, settings, subtitleData, timeline])
+  }, [burnSubtitles, payload, projectName, settings, timeline])
 
   const handleCancel = useCallback(async () => {
     abortRef.current = true
diff --git a/frontend/views/VideoEditor.tsx b/frontend/views/VideoEditor.tsx
index e544dff77..fafe0e5e8 100644
--- a/frontend/views/VideoEditor.tsx
+++ b/frontend/views/VideoEditor.tsx
@@ -76,6 +76,7 @@ import {
   type EditorStoreApi,
 } from './editor/editor-store'
 import { GenerationErrorDialog } from '../components/GenerationErrorDialog'
+import { registerMcpEditor } from './editor/mcp-editor-tools'
 import { SubtitleTrackStyleEditor } from './editor/SubtitleTrackStyleEditor'
 
 interface VideoEditorProps {
@@ -104,6 +105,13 @@ export function VideoEditor(props: VideoEditorProps) {
   const editorStore = editorStoreRef.current
   if (!editorStore) throw new Error('Editor store failed to initialize')
 
+  // Expose this editor to the RiX MCP server (agent-driven timeline edits). The
+  // registry is keyed on globalThis, so a hot-reload of the tools module keeps it.
+  useEffect(
+    () => registerMcpEditor({ store: editorStore, projectId: currentProject.id, projectName: currentProject.name }),
+    [editorStore, currentProject.id, currentProject.name],
+  )
+
   return (
     <EditorStoreProvider store={editorStore}>
       <VideoEditorWithStore
@@ -195,6 +203,13 @@ function VideoEditorWithStore({
   editorModelRef.current = editorModel
   const currentProjectRef = useRef(currentProject)
   currentProjectRef.current = currentProject
+  // Union of every asset id ever seen on the live project (see updatedProject).
+  const seenProjectAssetIdsRef = useRef(new Set<string>())
+  for (const asset of currentProject.assets) seenProjectAssetIdsRef.current.add(asset.id)
+  // ...and every asset id the editor has held, so an editor-side delete isn't
+  // mistaken for an external add and pulled straight back in.
+  const seenEditorAssetIdsRef = useRef(new Set<string>())
+  for (const asset of editorModel.assets) seenEditorAssetIdsRef.current.add(asset.id)
 
   const bladeShiftHeldRef = useRef(false)
   const [bladeShiftHeld, setBladeShiftHeld] = useState(false)
@@ -471,6 +486,8 @@ function VideoEditorWithStore({
       currentProjectRef.current,
       editorModelRef.current,
       getEditorState().session.transport.timelineInOutMap,
+      seenProjectAssetIdsRef.current,
+      seenEditorAssetIdsRef.current,
     ))
   }, [saveProject, getEditorState])
 
@@ -512,8 +529,8 @@ function VideoEditorWithStore({
   // added after that point would stay invisible to the editor until something
   // here pulls it in.
   useEffect(() => {
-    const knownIds = new Set(editorModel.assets.map(asset => asset.id))
-    const newAssets = currentProject.assets.filter(asset => !knownIds.has(asset.id))
+    // Skip ids the editor already held: those missing now were deleted here.
+    const newAssets = currentProject.assets.filter(asset => !seenEditorAssetIdsRef.current.has(asset.id))
     if (newAssets.length > 0) actions.addAssetsToEditor(newAssets)
 
     // Same staleness risk applies field-by-field to assets the editor already
diff --git a/frontend/views/editor/VideoEditorSourceMonitor.tsx b/frontend/views/editor/VideoEditorSourceMonitor.tsx
index 0cce31ebb..421dc91b1 100644
--- a/frontend/views/editor/VideoEditorSourceMonitor.tsx
+++ b/frontend/views/editor/VideoEditorSourceMonitor.tsx
@@ -281,7 +281,7 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
   )
 
   useEffect(() => {
-    if (!sourceAsset || sourceAsset.type !== 'video') return
+    if (!sourceAsset || (sourceAsset.type !== 'video' && sourceAsset.type !== 'audio')) return
     const pending = pendingSeekRef.current
     if (pending === null || !sourceVideoRef.current) return
     sourceVideoRef.current.currentTime = pending
@@ -424,11 +424,20 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
                 Used
               </div>
             )}
-            {sourceAsset.type === 'video' ? (
+            {/* Audio assets play through the same <video> element (hidden) so the
+                transport, scrub bar and in/out marks work for auditioning music. */}
+            {sourceAsset.type === 'audio' && (
+              <div className="text-center text-zinc-500">
+                <Music className={`h-12 w-12 mx-auto mb-2 ${sourceIsPlaying ? 'text-accent animate-pulse' : ''}`} />
+                <p className="text-sm">{sourceAsset.path?.split(/[\\/]/).pop() || 'Audio'}</p>
+              </div>
+            )}
+            {sourceAsset.type === 'video' || sourceAsset.type === 'audio' ? (
               <video
+                key={sourceAsset.id}
                 ref={sourceVideoRef}
                 src={pathToFileUrl(sourceAsset.path)}
-                className="max-w-full max-h-full object-contain"
+                className={sourceAsset.type === 'audio' ? 'hidden' : 'max-w-full max-h-full object-contain'}
                 onLoadedMetadata={() => {
                   const pending = pendingSeekRef.current
                   if (pending !== null && sourceVideoRef.current) {
@@ -454,12 +463,7 @@ export const VideoEditorSourceMonitor = React.forwardRef<VideoEditorSourceMonito
               />
             ) : sourceAsset.type === 'image' ? (
               <img src={pathToFileUrl(sourceAsset.path)} alt="" className="max-w-full max-h-full object-contain" />
-            ) : (
-              <div className="text-center text-zinc-500">
-                <Music className="h-12 w-12 mx-auto mb-2" />
-                <p className="text-sm">{sourceAsset.path?.split('/').pop() || 'Audio'}</p>
-              </div>
-            )}
+            ) : null}
           </>
         ) : (
           <div className="text-center text-zinc-600">
diff --git a/frontend/views/editor/editor-actions.ts b/frontend/views/editor/editor-actions.ts
index b1e004211..ae8df3e74 100644
--- a/frontend/views/editor/editor-actions.ts
+++ b/frontend/views/editor/editor-actions.ts
@@ -405,7 +405,9 @@ function buildDroppedAudioClipInsertion(
   }
 }
 
-function buildDroppedAssetInsertion(
+/** Clips (+ any auto-created audio track) for dropping `asset` at `startTime`.
+ *  Exported for the RiX MCP editor tools, which trim before resolving overlaps. */
+export function buildDroppedAssetInsertion(
   asset: Asset,
   trackIndex: number,
   startTime: number,
@@ -418,7 +420,7 @@ function buildDroppedAssetInsertion(
   return buildDroppedVisualClipInsertion(asset, trackIndex, startTime, tracks)
 }
 
-function createTextClip(style?: Partial<TextOverlayStyle>, startTime = 0, trackIndex = 0): TimelineClip {
+export function createTextClip(style?: Partial<TextOverlayStyle>, startTime = 0, trackIndex = 0): TimelineClip {
   return {
     id: makeId('clip-text'),
     assetId: null,
diff --git a/frontend/views/editor/editor-project-bridging.ts b/frontend/views/editor/editor-project-bridging.ts
index 1f9d88f34..9afba39b0 100644
--- a/frontend/views/editor/editor-project-bridging.ts
+++ b/frontend/views/editor/editor-project-bridging.ts
@@ -30,6 +30,15 @@ export function updatedProject(
   fromProject: Project,
   editorModel: EditorModel,
   timelineInOutMap: Record<string, TimelineInOutRange> = {},
+  /** Every asset id the editor has ever seen on the live project. Lets the merge
+   *  tell an asset deleted elsewhere (seen before, now gone → drop) from one just
+   *  imported in the editor (never saved yet → keep). Omitted = treat every
+   *  editor-only asset as deleted elsewhere (the old, import-losing behavior). */
+  seenProjectAssetIds?: ReadonlySet<string>,
+  /** Every asset id the editor has ever held. A project asset the editor lacks
+   *  but once held was deleted in the editor (drop it); one it never held was
+   *  added elsewhere (keep it). Omitted = keep all (the old, resurrecting behavior). */
+  seenEditorAssetIds?: ReadonlySet<string>,
 ): Project {
   // The editor's asset list is a snapshot taken when it first mounted (or last
   // synced) — it doesn't know about assets added or deleted elsewhere since
@@ -42,8 +51,15 @@ export function updatedProject(
   // snapshot would silently erase newer assets, or resurrect deleted ones.
   const editorAssetIds = new Set(editorModel.assets.map(asset => asset.id))
   const fromProjectAssetIds = new Set(fromProject.assets.map(asset => asset.id))
-  const externallyAddedAssets = fromProject.assets.filter(asset => !editorAssetIds.has(asset.id))
-  const survivingEditorAssets = editorModel.assets.filter(asset => fromProjectAssetIds.has(asset.id))
+  const externallyAddedAssets = fromProject.assets.filter(asset => (
+    !editorAssetIds.has(asset.id) && !seenEditorAssetIds?.has(asset.id)
+  ))
+  // An editor asset missing from the live project was either deleted elsewhere
+  // (drop it) or imported in the editor and not saved yet (keep it). Dropping
+  // both lost every Video Editor import on its first autosave.
+  const survivingEditorAssets = editorModel.assets.filter(asset => (
+    fromProjectAssetIds.has(asset.id) || (seenProjectAssetIds !== undefined && !seenProjectAssetIds.has(asset.id))
+  ))
 
   // Same staleness risk applies to the bin/tag name map: Gen Space's tagging
   // UI can create folders while the editor sits mounted in the background, so
diff --git a/frontend/views/editor/export-payload.ts b/frontend/views/editor/export-payload.ts
new file mode 100644
index 000000000..9f2756050
--- /dev/null
+++ b/frontend/views/editor/export-payload.ts
@@ -0,0 +1,121 @@
+import { DEFAULT_SUBTITLE_STYLE } from '../../types/project-model'
+import type { Asset, SubtitleClip, TimelineClip, Track } from '../../types/project-model'
+import type { ElectronAPI } from '../../../shared/electron-api-schema'
+import { selectClipPathFromAssets } from './editor-selectors'
+
+type ExportNativeInput = Parameters<ElectronAPI['exportNative']>[0]
+
+export type ExportTimelinePayload = Pick<ExportNativeInput, 'clips' | 'subtitles' | 'textOverlays' | 'letterbox'>
+
+const LETTERBOX_RATIO_MAP: Record<string, number> = {
+  '2.35:1': 2.35,
+  '2.39:1': 2.39,
+  '2.76:1': 2.76,
+  '1.85:1': 1.85,
+  '4:3': 4 / 3,
+}
+
+/** Everything about the active timeline that the native ffmpeg export needs, minus
+ *  output settings. Shared by the Export modal and the RiX MCP server's renders. */
+export function buildExportPayload(
+  assets: Asset[],
+  clips: TimelineClip[],
+  tracks: Track[],
+  subtitles: SubtitleClip[],
+  { burnSubtitles = true }: { burnSubtitles?: boolean } = {},
+): ExportTimelinePayload {
+  const exportClips = clips
+    .filter(clip => clip.type === 'video' || clip.type === 'image' || clip.type === 'audio')
+    .filter(clip => tracks[clip.trackIndex]?.enabled !== false)
+    .map(clip => ({
+      path: selectClipPathFromAssets(assets, clip),
+      type: clip.type,
+      startTime: clip.startTime,
+      duration: clip.duration,
+      trimStart: clip.trimStart,
+      speed: clip.speed || 1,
+      reversed: clip.reversed || false,
+      flipH: clip.flipH || false,
+      flipV: clip.flipV || false,
+      opacity: clip.opacity ?? 100,
+      trackIndex: clip.trackIndex,
+      muted: clip.muted || false,
+      volume: clip.volume ?? 1,
+      audioFadeIn: clip.audioFadeIn ?? 0,
+      audioFadeOut: clip.audioFadeOut ?? 0,
+      volumeKeyframes: clip.volumeKeyframes,
+      colorCorrection: clip.colorCorrection,
+      transitionIn: clip.transitionIn,
+      transitionOut: clip.transitionOut,
+    }))
+
+  const subtitleData = subtitles.map(subtitle => {
+    const track = tracks[subtitle.trackIndex]
+    return {
+      text: subtitle.text,
+      startTime: subtitle.startTime,
+      endTime: subtitle.endTime,
+      style: {
+        ...DEFAULT_SUBTITLE_STYLE,
+        ...(track?.subtitleStyle || {}),
+        ...(subtitle.style || {}),
+      },
+    }
+  })
+
+  // Text-overlay clips (type 'text' with a textStyle) are burned into the export
+  // by ffmpeg drawtext — the live preview draws them as DOM, so without this they
+  // showed in the editor but were missing from the rendered file.
+  const textOverlayData = clips
+    .filter(clip => clip.type === 'text' && Boolean(clip.textStyle) && tracks[clip.trackIndex]?.enabled !== false)
+    .map(clip => {
+      const ts = clip.textStyle!
+      return {
+        text: ts.text,
+        startTime: clip.startTime,
+        endTime: clip.startTime + clip.duration,
+        fadeIn: clip.textFadeIn ?? 0.5,
+        fadeOut: clip.textFadeOut ?? 0.5,
+        style: {
+          fontSize: ts.fontSize,
+          color: ts.color,
+          backgroundColor: ts.backgroundColor,
+          positionX: ts.positionX,
+          positionY: ts.positionY,
+          strokeColor: ts.strokeColor,
+          strokeWidth: ts.strokeWidth,
+          shadowColor: ts.shadowColor,
+          shadowOffsetX: ts.shadowOffsetX,
+          shadowOffsetY: ts.shadowOffsetY,
+          opacity: ts.opacity,
+          padding: ts.padding,
+          textAlign: ts.textAlign,
+        },
+      }
+    })
+
+  const adjustmentClips = clips.filter(
+    clip => clip.type === 'adjustment' && clip.letterbox?.enabled && tracks[clip.trackIndex]?.enabled !== false,
+  )
+  let letterbox: ExportTimelinePayload['letterbox']
+  if (adjustmentClips.length > 0) {
+    const best = adjustmentClips.reduce((currentBest, candidate) => (
+      candidate.duration > currentBest.duration ? candidate : currentBest
+    ))
+    const config = best.letterbox!
+    letterbox = {
+      ratio: config.aspectRatio === 'custom'
+        ? (config.customRatio || 2.35)
+        : (LETTERBOX_RATIO_MAP[config.aspectRatio] || 2.35),
+      color: config.color || '#000000',
+      opacity: (config.opacity ?? 100) / 100,
+    }
+  }
+
+  return {
+    clips: exportClips,
+    subtitles: burnSubtitles && subtitleData.length > 0 ? subtitleData : undefined,
+    textOverlays: textOverlayData.length > 0 ? textOverlayData : undefined,
+    letterbox,
+  }
+}
diff --git a/frontend/views/editor/mcp-editor-tools.ts b/frontend/views/editor/mcp-editor-tools.ts
new file mode 100644
index 000000000..1d426f682
--- /dev/null
+++ b/frontend/views/editor/mcp-editor-tools.ts
@@ -0,0 +1,600 @@
+/**
+ * Renderer side of the RiX MCP server (electron/mcp). The main process forwards
+ * editor tool calls here over IPC; they run against the live editor store so
+ * agent edits share the undo stack and autosave path with manual edits.
+ *
+ * apply_edits is atomic: all ops are folded into ONE setStateWithHistory call, so
+ * a whole agent pass is a single Ctrl+Z — and a failing op leaves the timeline
+ * untouched.
+ */
+import type { Asset, TextOverlayStyle, TimelineClip, TransitionType } from '../../types/project-model'
+import { DEFAULT_TEXT_STYLE, transitionTypeValues } from '../../types/project-model'
+import { addGenericAssetToProject } from '../../lib/asset-copy'
+import { pathToFileUrl } from '../../lib/file-url'
+import type { EditorState } from './editor-state'
+import type { EditorStoreApi } from './editor-store'
+import * as actions from './editor-actions'
+import { selectActiveTimeline, selectAssets, selectClips, selectSubtitles, selectTracks } from './editor-selectors'
+import { resolveOverlaps } from './video-editor-utils'
+import { buildAssetFromPath } from './dropped-media-asset'
+import { buildExportPayload } from './export-payload'
+
+type McpEditorEntry = { store: EditorStoreApi; projectId: string; projectName: string }
+
+type HistoryMark = { store: EditorStoreApi; model: EditorState['editorModel'] }
+
+// Module state lives on globalThis so a dev hot-reload of this file doesn't drop the
+// mounted editor's registration (VideoEditor won't re-register: its deps didn't change).
+const registry = ((globalThis as Record<string, unknown>).__rixMcpEditor ??= {
+  activeEditor: null,
+  mcpUndoable: [],
+  mcpRedoable: [],
+}) as {
+  activeEditor: McpEditorEntry | null
+  mcpUndoable: HistoryMark[]
+  mcpRedoable: HistoryMark[]
+  handler?: (tool: string, args: Record<string, unknown>) => Promise<unknown>
+}
+
+/** For the always-mounted IPC listener: resolves the CURRENT module's handler at call
+ *  time, so a hot-reloaded tools module is picked up without resubscribing. */
+export function dispatchMcpEditorRequest(tool: string, args: Record<string, unknown>): Promise<unknown> {
+  return (registry.handler ?? handleMcpEditorRequest)(tool, args)
+}
+
+/** Called by the mounted VideoEditor; returns an unregister function. */
+export function registerMcpEditor(entry: McpEditorEntry): () => void {
+  registry.activeEditor = entry
+  return () => { if (registry.activeEditor === entry) registry.activeEditor = null }
+}
+
+function requireEditor(): McpEditorEntry {
+  if (!registry.activeEditor) {
+    throw new Error('No RiX project is open in the editor. Open a project and visit the Video Editor tab once, then retry.')
+  }
+  return registry.activeEditor
+}
+
+/** Mutating tools must name the project they mean to change: the user can switch
+ *  projects mid-run, and an edit/undo landing in the wrong project destroys work. */
+function requireProject(args: Record<string, unknown>): McpEditorEntry {
+  const entry = requireEditor()
+  const expected = args.project_id
+  if (typeof expected !== 'string' || !expected) {
+    throw new Error('"project_id" is required for edits — take it from rix_status.')
+  }
+  if (expected !== entry.projectId) {
+    throw new Error(
+      `Refusing: the open project is now "${entry.projectName}" (${entry.projectId}), not ${expected}. `
+      + 'The user switched projects — stop and confirm with them before editing.',
+    )
+  }
+  return entry
+}
+
+// MCP undo/redo may only walk back the MCP's OWN batches, and only while nothing
+// else has touched the document since — never the user's edits. Each mark is the
+// editorModel object produced by an MCP step (reference equality = untouched).
+const { mcpUndoable, mcpRedoable } = registry
+
+function stepHistory(args: Record<string, unknown>, direction: 'undo' | 'redo') {
+  const { store } = requireProject(args)
+  const marks = direction === 'undo' ? mcpUndoable : mcpRedoable
+  const top = marks[marks.length - 1]
+  if (!top || top.store !== store || top.model !== store.getState().state.editorModel) {
+    throw new Error(
+      `Refusing to ${direction}: the last change here was not an MCP ${direction === 'undo' ? 'batch' : 'undo'} `
+      + '(the user may have edited since, or there is nothing to revert). Make a corrective apply_edits batch instead, '
+      + `or ask the user to ${direction} in the app.`,
+    )
+  }
+  marks.pop()
+  store.getState().setStateWithoutHistory(prev => (direction === 'undo' ? actions.undo(prev) : actions.redo(prev)))
+  const after = { store, model: store.getState().state.editorModel };
+  (direction === 'undo' ? mcpRedoable : mcpUndoable).push(after)
+  return { ok: true, timeline: getTimeline() }
+}
+
+const round = (n: number) => Math.round(n * 1000) / 1000
+const basename = (p: string) => p.split(/[\\/]/).pop() || p
+const AUDIO_EXT = /\.(mp3|wav|ogg|aac|flac|m4a)$/i
+const VIDEO_EXT = /\.(mp4|webm|mkv|mov|avi)$/i
+
+function timelineDuration(clips: TimelineClip[]): number {
+  return clips.reduce((max, c) => Math.max(max, c.startTime + c.duration), 0)
+}
+
+function assetLabel(asset: Asset | null | undefined): string {
+  if (!asset) return ''
+  return asset.prompt.startsWith('Imported: ') ? asset.prompt.slice(10) : basename(asset.path)
+}
+
+// ---------------------------------------------------------------- read tools
+
+function status() {
+  const { store, projectId, projectName } = requireEditor()
+  const state = store.getState().state
+  const active = selectActiveTimeline(state)
+  return {
+    project: { id: projectId, name: projectName },
+    activeTimelineId: active?.id ?? null,
+    timelines: state.editorModel.timelines.map(t => ({
+      id: t.id,
+      name: t.name,
+      active: t.id === active?.id,
+      clipCount: t.clips.length,
+      duration: round(timelineDuration(t.clips)),
+    })),
+    projectAssetCount: state.editorModel.assets.length,
+  }
+}
+
+function listProjectAssets(args: { query?: string; type?: string; limit?: number }) {
+  const { store } = requireEditor()
+  const state = store.getState().state
+  const bins = state.editorModel.bins
+  const q = args.query?.toLowerCase().trim()
+  const matches = selectAssets(state)
+    .filter(a => a.type !== 'adjustment')
+    .filter(a => !args.type || a.type === args.type)
+    .filter(a => !q || a.prompt.toLowerCase().includes(q) || a.path.toLowerCase().includes(q)
+      || (a.binId && bins[a.binId]?.toLowerCase().includes(q)))
+    .sort((a, b) => b.createdAt - a.createdAt)
+  const limit = Math.max(1, Math.min(args.limit ?? 50, 500))
+  return {
+    total: matches.length,
+    assets: matches.slice(0, limit).map(a => ({
+      id: a.id,
+      type: a.type,
+      path: a.path,
+      duration: a.duration != null ? round(a.duration) : undefined,
+      width: a.width,
+      height: a.height,
+      prompt: a.prompt.length > 240 ? `${a.prompt.slice(0, 240)}…` : a.prompt,
+      folder: a.binId ? bins[a.binId] : undefined,
+      favorite: a.favorite || undefined,
+      createdAt: new Date(a.createdAt).toISOString(),
+    })),
+  }
+}
+
+function describeClip(c: TimelineClip) {
+  return {
+    id: c.id,
+    track: c.trackIndex,
+    type: c.type,
+    start: round(c.startTime),
+    end: round(c.startTime + c.duration),
+    duration: round(c.duration),
+    ...(c.type === 'text'
+      ? { text: c.textStyle?.text, fadeIn: c.textFadeIn ?? 0.5, fadeOut: c.textFadeOut ?? 0.5 }
+      : {
+        in: round(c.trimStart),
+        asset: c.asset ? { id: c.asset.id, name: assetLabel(c.asset), path: c.asset.path, duration: c.asset.duration } : undefined,
+      }),
+    ...(c.speed !== 1 ? { speed: c.speed } : {}),
+    ...(c.reversed ? { reversed: true } : {}),
+    ...(c.muted ? { muted: true } : {}),
+    ...(c.volume !== 1 ? { volume: c.volume } : {}),
+    ...(c.audioFadeIn ? { audioFadeIn: c.audioFadeIn } : {}),
+    ...(c.audioFadeOut ? { audioFadeOut: c.audioFadeOut } : {}),
+    ...(c.transitionIn?.type && c.transitionIn.type !== 'none' ? { transitionIn: c.transitionIn } : {}),
+    ...(c.transitionOut?.type && c.transitionOut.type !== 'none' ? { transitionOut: c.transitionOut } : {}),
+    ...(c.opacity !== 100 ? { opacity: c.opacity } : {}),
+    ...(c.linkedClipIds?.length ? { linkedClipIds: c.linkedClipIds } : {}),
+  }
+}
+
+function getTimeline() {
+  const { store } = requireEditor()
+  const state = store.getState().state
+  const timeline = selectActiveTimeline(state)
+  if (!timeline) throw new Error('No active timeline')
+  const clips = [...timeline.clips].sort((a, b) => a.trackIndex - b.trackIndex || a.startTime - b.startTime)
+  return {
+    id: timeline.id,
+    name: timeline.name,
+    duration: round(timelineDuration(clips)),
+    tracks: timeline.tracks.map((t, index) => ({
+      index,
+      name: t.name,
+      kind: t.type === 'subtitle' ? 'subtitle' : t.kind ?? 'video',
+      ...(t.muted ? { muted: true } : {}),
+      ...(t.locked ? { locked: true } : {}),
+      ...(t.enabled === false ? { enabled: false } : {}),
+    })),
+    clips: clips.map(describeClip),
+    subtitles: (timeline.subtitles || []).map(s => ({ id: s.id, text: s.text, start: s.startTime, end: s.endTime })),
+  }
+}
+
+/** Export inputs for the active timeline, plus a frame size matching its first visual clip. */
+function exportPayload() {
+  const { store, projectName } = requireEditor()
+  const state = store.getState().state
+  const assets = selectAssets(state)
+  const clips = selectClips(state)
+  const payload = buildExportPayload(assets, clips, selectTracks(state), selectSubtitles(state))
+  if (payload.clips.length === 0) throw new Error('The active timeline has no video/image/audio clips to render')
+  const firstVisual = [...clips].sort((a, b) => a.startTime - b.startTime)
+    .find(c => (c.type === 'video' || c.type === 'image') && c.asset?.width && c.asset?.height)
+  const aspect = firstVisual ? firstVisual.asset!.width! / firstVisual.asset!.height! : 16 / 9
+  return {
+    payload,
+    aspect,
+    duration: timelineDuration(clips),
+    projectName,
+    timelineName: selectActiveTimeline(state)?.name ?? 'Timeline',
+  }
+}
+
+// ---------------------------------------------------------------- apply_edits
+
+type AssetRef = string // asset id, "$ref" from this batch, or an absolute file path
+
+type EditOp =
+  | { op: 'import'; path: string; ref?: string }
+  | { op: 'add_clip'; asset: AssetRef; track?: number; start?: number; in?: number; duration?: number; speed?: number; with_audio?: boolean; audio_track?: number; ref?: string }
+  | { op: 'duck'; clip: string; ranges: Array<[number, number]>; level?: number; attack?: number; release?: number }
+  | { op: 'add_text'; text: string; start: number; duration?: number; track?: number; style?: Partial<TextOverlayStyle>; fade_in?: number; fade_out?: number; ref?: string }
+  | { op: 'update_clip'; clip: string; set: Record<string, unknown> }
+  | { op: 'transition'; clip: string; in?: { type: TransitionType; duration?: number }; out?: { type: TransitionType; duration?: number } }
+  | { op: 'delete'; clips: string[] }
+  | { op: 'clear' }
+  | { op: 'new_timeline'; name?: string }
+  | { op: 'add_track'; kind: 'video' | 'audio' }
+
+const looksLikePath = (s: string) => /[\\/]/.test(s) && /\.[a-z0-9]{2,4}$/i.test(s)
+
+// Library files already imported this session, so re-running a cut doesn't
+// duplicate the same source into the project over and over.
+const importedBySource = new Map<string, string>()
+
+function mediaDuration(path: string, audio: boolean): Promise<number> {
+  return new Promise(resolve => {
+    const el = document.createElement(audio ? 'audio' : 'video')
+    el.preload = 'metadata'
+    el.src = pathToFileUrl(path)
+    el.onloadedmetadata = () => resolve(Number.isFinite(el.duration) ? el.duration : 5)
+    el.onerror = () => resolve(5)
+  })
+}
+
+async function importPath(srcPath: string, entry: McpEditorEntry, known: Asset[]): Promise<Asset> {
+  const priorId = importedBySource.get(srcPath)
+  const prior = (priorId && known.find(a => a.id === priorId)) || known.find(a => a.path === srcPath)
+  if (prior) return prior
+  let asset: Asset
+  if (AUDIO_EXT.test(srcPath)) {
+    const copied = await addGenericAssetToProject(srcPath, entry.projectId)
+    const path = copied?.path ?? srcPath
+    asset = {
+      id: `asset-${Date.now()}-${Math.random().toString(36).slice(2, 11)}`,
+      type: 'audio',
+      path,
+      prompt: `Imported: ${basename(srcPath)}`,
+      resolution: 'imported',
+      duration: await mediaDuration(path, true),
+      createdAt: Date.now(),
+    }
+  } else {
+    asset = await buildAssetFromPath(srcPath, VIDEO_EXT.test(srcPath), entry.projectId, basename(srcPath))
+  }
+  importedBySource.set(srcPath, asset.id)
+  return asset
+}
+
+function num(v: unknown, name: string): number | undefined {
+  if (v === undefined || v === null) return undefined
+  if (typeof v !== 'number' || !Number.isFinite(v)) throw new Error(`"${name}" must be a number`)
+  return v
+}
+
+function transition(t: { type: TransitionType; duration?: number } | undefined, name: string) {
+  if (!t) return undefined
+  if (!transitionTypeValues.includes(t.type)) {
+    throw new Error(`${name}.type must be one of: ${transitionTypeValues.join(', ')}`)
+  }
+  return { type: t.type, duration: t.duration ?? 0.5 }
+}
+
+function defaultTrack(state: EditorState, kind: 'video' | 'audio'): number {
+  const idx = selectTracks(state).findIndex(t => t.kind === kind && t.type !== 'subtitle' && !t.locked)
+  if (idx < 0) throw new Error(`No unlocked ${kind} track — add one with {"op":"add_track","kind":"${kind}"}`)
+  return idx
+}
+
+async function applyEdits(args: { ops?: EditOp[] } & Record<string, unknown>) {
+  const entry = requireProject(args)
+  const ops = args.ops
+  if (!Array.isArray(ops) || ops.length === 0) throw new Error('"ops" must be a non-empty array')
+
+  // Phase 1 (async): import every file the batch references, before touching state.
+  const refs = new Map<string, string>() // "$name" -> asset or clip id
+  const importedIds = new Map<number, string>() // op index -> asset id
+  const imported: Asset[] = []
+  const known = () => [...imported, ...selectAssets(entry.store.getState().state)]
+  for (const [i, op] of ops.entries()) {
+    try {
+      if (op.op === 'import') {
+        const asset = await importPath(op.path, entry, known())
+        if (!imported.includes(asset) && !selectAssets(entry.store.getState().state).includes(asset)) imported.push(asset)
+        importedIds.set(i, asset.id)
+        if (op.ref) refs.set(`$${op.ref.replace(/^\$/, '')}`, asset.id)
+      } else if (op.op === 'add_clip' && looksLikePath(op.asset)) {
+        const asset = await importPath(op.asset, entry, known())
+        if (!imported.includes(asset) && !selectAssets(entry.store.getState().state).includes(asset)) imported.push(asset)
+        refs.set(op.asset, asset.id)
+      }
+    } catch (e) {
+      throw new Error(`op ${i} (${op.op}): import failed — ${e instanceof Error ? e.message : String(e)}`)
+    }
+  }
+
+  // Phase 2 (sync): fold all ops into one state transition = one undo step.
+  const results: Array<Record<string, unknown>> = []
+  const outcome: { failure: Error | null } = { failure: null }
+  entry.store.getState().setStateWithHistory(prev => {
+    try {
+      let s = imported.length > 0 ? actions.addAssetsToEditor(prev, imported) : prev
+      const resolveId = (id: string) => refs.get(id) ?? refs.get(`$${id.replace(/^\$/, '')}`) ?? id
+      const findClip = (id: string) => {
+        const clip = selectClips(s).find(c => c.id === resolveId(id))
+        if (!clip) throw new Error(`clip "${id}" not found on the active timeline`)
+        return clip
+      }
+
+      for (const [i, op] of ops.entries()) {
+        try {
+          switch (op.op) {
+            case 'import': {
+              results.push({ op: 'import', assetId: importedIds.get(i), path: op.path })
+              break
+            }
+            case 'add_clip': {
+              const assetId = resolveId(op.asset)
+              const asset = selectAssets(s).find(a => a.id === assetId)
+              if (!asset) throw new Error(`asset "${op.asset}" not found (use an asset id, a $ref, or an absolute file path)`)
+              const trackIndex = op.track ?? defaultTrack(s, asset.type === 'audio' ? 'audio' : 'video')
+              const clipsBefore = selectClips(s)
+              const start = num(op.start, 'start')
+                ?? clipsBefore.filter(c => c.trackIndex === trackIndex).reduce((m, c) => Math.max(m, c.startTime + c.duration), 0)
+              const insertion = actions.buildDroppedAssetInsertion(asset, trackIndex, start, selectTracks(s))
+              if (insertion.clips.length === 0) {
+                throw new Error(`cannot place a ${asset.type} on track ${trackIndex} (wrong kind, locked, or not patched)`)
+              }
+              const speed = num(op.speed, 'speed') ?? 1
+              const trimIn = asset.type === 'image' ? 0 : Math.max(0, num(op.in, 'in') ?? 0)
+              const srcDur = asset.duration ?? insertion.duration
+              const maxDur = asset.type === 'image' ? Infinity : Math.max(0.1, (srcDur - trimIn) / speed)
+              const duration = Math.min(num(op.duration, 'duration') ?? maxDur, maxDur)
+              if (!Number.isFinite(duration) || duration <= 0) throw new Error('duration must be > 0')
+              let placed = insertion.clips.map(c => ({
+                ...c,
+                speed,
+                trimStart: trimIn,
+                duration,
+                trimEnd: asset.type === 'image' ? 0 : Math.max(0, srcDur - trimIn - duration * speed),
+              }))
+              if (op.with_audio === false && asset.type === 'video') {
+                const audioIds = new Set(placed.filter(c => c.type === 'audio').map(c => c.id))
+                placed = placed.filter(c => !audioIds.has(c.id)).map(c => ({ ...c, linkedClipIds: undefined }))
+              }
+              let tracksAfter = insertion.tracks
+              if (op.audio_track !== undefined && asset.type === 'video') {
+                // Route the linked dialogue to a chosen audio track (e.g. A2) so it can't
+                // overwrite the music bed on A1.
+                if (tracksAfter[op.audio_track]?.kind !== 'audio' || tracksAfter[op.audio_track]?.locked) {
+                  throw new Error(`audio_track ${op.audio_track} is not an unlocked audio track — add one with {"op":"add_track","kind":"audio"}`)
+                }
+                // Drop an audio track the insertion auto-created if we're not using it.
+                const autoIdx = tracksAfter.length > selectTracks(s).length ? tracksAfter.length - 1 : -1
+                placed = placed.map(c => (c.type === 'audio' ? { ...c, trackIndex: op.audio_track! } : c))
+                if (autoIdx >= 0 && autoIdx !== op.audio_track) tracksAfter = tracksAfter.slice(0, autoIdx)
+              }
+              const placedIds = new Set(placed.map(c => c.id))
+              s = actions.setTimelineTracks(s, tracksAfter)
+              s = actions.setTimelineClips(s, clips => resolveOverlaps([...clips, ...placed], placedIds))
+              const main = placed.find(c => c.type !== 'audio') ?? placed[0]
+              if (op.ref) {
+                const name = op.ref.replace(/^\$/, '')
+                refs.set(`$${name}`, main.id)
+                // "$name.audio" addresses the linked dialogue clip (fades, volume) on its own.
+                const linkedAudio = placed.find(c => c !== main && c.type === 'audio')
+                if (linkedAudio) refs.set(`$${name}.audio`, linkedAudio.id)
+              }
+              results.push({ op: 'add_clip', clipId: main.id, linked: placed.filter(c => c !== main).map(c => c.id), start: round(start), end: round(start + duration) })
+              break
+            }
+            case 'add_text': {
+              if (!op.text) throw new Error('"text" is required')
+              const start = num(op.start, 'start') ?? 0
+              const duration = num(op.duration, 'duration') ?? 3
+              // Titles must never share a track with picture: placing onto a track overwrites
+              // whatever it covers. Default to a video track holding only text that's free
+              // over [start, end), else add a new video track for titles.
+              let track = op.track
+              if (track === undefined) {
+                const clips = selectClips(s)
+                track = selectTracks(s).findIndex((t, idx) => t.kind === 'video' && t.type !== 'subtitle' && !t.locked
+                  && clips.every(c => c.trackIndex !== idx
+                    || (c.type === 'text' && (c.startTime + c.duration <= start || c.startTime >= start + duration))))
+                if (track < 0) {
+                  s = actions.addTrack(s, 'video')
+                  track = selectTracks(s).length - 1
+                }
+              }
+              const added: TimelineClip = {
+                ...actions.createTextClip({ ...(op.style ?? {}), text: op.text }, start, track),
+                duration,
+                ...(op.fade_in !== undefined ? { textFadeIn: op.fade_in } : {}),
+                ...(op.fade_out !== undefined ? { textFadeOut: op.fade_out } : {}),
+              }
+              s = actions.setTimelineClips(s, clips => resolveOverlaps([...clips, added], new Set([added.id])))
+              if (op.ref) refs.set(`$${op.ref.replace(/^\$/, '')}`, added.id)
+              results.push({ op: 'add_text', clipId: added.id, track: added.trackIndex, start, end: round(start + duration) })
+              break
+            }
+            case 'update_clip': {
+              const clip = findClip(op.clip)
+              const set = op.set ?? {}
+              const patch: Partial<TimelineClip> = {}
+              const pick = (key: string) => num(set[key], key)
+              if (pick('start') !== undefined) patch.startTime = Math.max(0, pick('start')!)
+              if (pick('duration') !== undefined) patch.duration = Math.max(0.1, pick('duration')!)
+              if (pick('in') !== undefined) patch.trimStart = Math.max(0, pick('in')!)
+              if (pick('speed') !== undefined) patch.speed = Math.max(0.01, pick('speed')!)
+              if (pick('volume') !== undefined) patch.volume = Math.max(0, Math.min(2, pick('volume')!))
+              if (pick('opacity') !== undefined) patch.opacity = Math.max(0, Math.min(100, pick('opacity')!))
+              if (pick('audio_fade_in') !== undefined) patch.audioFadeIn = Math.max(0, pick('audio_fade_in')!)
+              if (pick('audio_fade_out') !== undefined) patch.audioFadeOut = Math.max(0, pick('audio_fade_out')!)
+              if (pick('text_fade_in') !== undefined) patch.textFadeIn = Math.max(0, pick('text_fade_in')!)
+              if (pick('text_fade_out') !== undefined) patch.textFadeOut = Math.max(0, pick('text_fade_out')!)
+              if (Array.isArray(set.volume_keyframes)) {
+                patch.volumeKeyframes = (set.volume_keyframes as Array<{ t: unknown; value: unknown }>).map((k, idx) => {
+                  const t = num(k?.t, `volume_keyframes[${idx}].t`)
+                  const value = num(k?.value, `volume_keyframes[${idx}].value`)
+                  if (t === undefined || value === undefined) throw new Error(`volume_keyframes[${idx}] needs numeric t and value`)
+                  return { t: Math.max(0, t), value: Math.max(0, Math.min(2, value)) }
+                }).sort((a, b) => a.t - b.t)
+              }
+              if (typeof set.muted === 'boolean') patch.muted = set.muted
+              if (typeof set.reversed === 'boolean') patch.reversed = set.reversed
+              if (set.color && typeof set.color === 'object') patch.colorCorrection = { ...clip.colorCorrection, ...(set.color as object) }
+              if (clip.type === 'text' && (typeof set.text === 'string' || (set.style && typeof set.style === 'object'))) {
+                patch.textStyle = {
+                  ...(clip.textStyle ?? DEFAULT_TEXT_STYLE),
+                  ...((set.style as Partial<TextOverlayStyle>) ?? {}),
+                  ...(typeof set.text === 'string' ? { text: set.text } : {}),
+                }
+              }
+              const unknown = Object.keys(set).filter(k => ![
+                'start', 'duration', 'in', 'speed', 'volume', 'opacity', 'audio_fade_in', 'audio_fade_out',
+                'text_fade_in', 'text_fade_out', 'muted', 'reversed', 'color', 'text', 'style', 'volume_keyframes',
+              ].includes(k))
+              if (unknown.length) throw new Error(`unknown field(s) in "set": ${unknown.join(', ')}`)
+              const next = { ...clip, ...patch }
+              if (next.asset && next.type !== 'image' && next.type !== 'text' && next.asset.duration) {
+                next.trimEnd = Math.max(0, next.asset.duration - next.trimStart - next.duration * next.speed)
+              }
+              s = actions.updateClip(s, clip.id, next)
+              // Keep a video's linked audio in step on timing edits.
+              const timing: Partial<TimelineClip> = {}
+              for (const k of ['startTime', 'duration', 'trimStart', 'trimEnd', 'speed', 'reversed'] as const) {
+                if (k in patch || k === 'trimEnd') (timing as Record<string, unknown>)[k] = next[k]
+              }
+              // (A fades/volume-only edit on one half of a linked pair stays on that half.)
+              if (Object.keys(timing).some(k => k !== 'trimEnd')) {
+                for (const linkedId of clip.linkedClipIds ?? []) s = actions.updateClip(s, linkedId, timing)
+              }
+              results.push({ op: 'update_clip', clipId: clip.id })
+              break
+            }
+            case 'duck': {
+              // Dip a music bed under dialogue: ranges are TIMELINE seconds of speech.
+              // Builds a volume envelope (replacing any existing one): base → level over
+              // `attack` before each range, back up over `release` after it. Ranges whose
+              // ramps would touch are merged so the music doesn't pump between lines.
+              const clip = findClip(op.clip)
+              if (clip.type !== 'audio' && clip.type !== 'video') throw new Error('duck target must be an audio or video clip')
+              const base = clip.volume ?? 1
+              const level = Math.max(0, Math.min(1, num(op.level, 'level') ?? 0.25)) * base
+              const attack = Math.max(0.02, num(op.attack, 'attack') ?? 0.2)
+              const release = Math.max(0.02, num(op.release, 'release') ?? 0.4)
+              if (!Array.isArray(op.ranges) || op.ranges.length === 0) throw new Error('"ranges" must be a non-empty array of [start, end] timeline seconds')
+              const ranges = op.ranges
+                .map(([a, b], idx) => {
+                  const start = num(a, `ranges[${idx}][0]`)!, end = num(b, `ranges[${idx}][1]`)!
+                  if (!(end > start)) throw new Error(`ranges[${idx}] must have end > start`)
+                  return [start - clip.startTime, end - clip.startTime] as [number, number]
+                })
+                .sort((x, y) => x[0] - y[0])
+              const merged: Array<[number, number]> = []
+              for (const r of ranges) {
+                const last = merged[merged.length - 1]
+                if (last && r[0] - attack <= last[1] + release) last[1] = Math.max(last[1], r[1])
+                else merged.push([...r])
+              }
+              const clampT = (t: number) => Math.max(0, Math.min(clip.duration, t))
+              const keys: Array<{ t: number; value: number }> = [{ t: 0, value: base }]
+              for (const [a, b] of merged) {
+                keys.push({ t: clampT(a - attack), value: base }, { t: clampT(a), value: level },
+                  { t: clampT(b), value: level }, { t: clampT(b + release), value: base })
+              }
+              keys.push({ t: clip.duration, value: base })
+              // Collapse duplicate times (ramps clamped at the clip edges), keeping the last value.
+              const volumeKeyframes = keys
+                .sort((x, y) => x.t - y.t)
+                .filter((k, idx, arr) => idx === arr.length - 1 || arr[idx + 1].t - k.t > 1e-3)
+                .map(k => ({ t: round(k.t), value: round(k.value) }))
+              s = actions.updateClip(s, clip.id, { volumeKeyframes })
+              results.push({ op: 'duck', clipId: clip.id, dips: merged.map(([a, b]) => [round(a + clip.startTime), round(b + clip.startTime)]), level: round(level) })
+              break
+            }
+            case 'transition': {
+              const clip = findClip(op.clip)
+              const tIn = transition(op.in, 'in')
+              const tOut = transition(op.out, 'out')
+              s = actions.updateClip(s, clip.id, { ...(tIn ? { transitionIn: tIn } : {}), ...(tOut ? { transitionOut: tOut } : {}) })
+              results.push({ op: 'transition', clipId: clip.id })
+              break
+            }
+            case 'delete': {
+              const ids = (op.clips ?? []).map(id => findClip(id).id)
+              const withLinked = new Set(ids)
+              for (const id of ids) for (const l of selectClips(s).find(c => c.id === id)?.linkedClipIds ?? []) withLinked.add(l)
+              s = actions.deleteClips(s, [...withLinked])
+              results.push({ op: 'delete', deleted: [...withLinked] })
+              break
+            }
+            case 'clear': {
+              const all = selectClips(s).map(c => c.id)
+              s = actions.deleteClips(s, all)
+              results.push({ op: 'clear', deleted: all.length })
+              break
+            }
+            case 'new_timeline': {
+              s = actions.createTimeline(s, op.name)
+              results.push({ op: 'new_timeline', timelineId: selectActiveTimeline(s)?.id })
+              break
+            }
+            case 'add_track': {
+              if (op.kind !== 'video' && op.kind !== 'audio') throw new Error('kind must be "video" or "audio"')
+              s = actions.addTrack(s, op.kind)
+              results.push({ op: 'add_track', track: selectTracks(s).length - 1, kind: op.kind })
+              break
+            }
+            default:
+              throw new Error(`unknown op "${(op as { op?: string }).op}"`)
+          }
+        } catch (e) {
+          throw new Error(`op ${i} (${(op as { op?: string }).op}): ${e instanceof Error ? e.message : String(e)}`)
+        }
+      }
+      return s
+    } catch (e) {
+      outcome.failure = e instanceof Error ? e : new Error(String(e))
+      return prev // atomic: nothing applied
+    }
+  })
+  if (outcome.failure) throw new Error(`${outcome.failure.message} — no edits were applied.`)
+  mcpUndoable.push({ store: entry.store, model: entry.store.getState().state.editorModel })
+  mcpRedoable.length = 0
+  return { applied: ops.length, results, timeline: getTimeline() }
+}
+
+// ---------------------------------------------------------------- dispatcher
+
+export async function handleMcpEditorRequest(tool: string, args: Record<string, unknown>): Promise<unknown> {
+  switch (tool) {
+    case 'status': return status()
+    case 'list_project_assets': return listProjectAssets(args)
+    case 'get_timeline': return getTimeline()
+    case 'export_payload': return exportPayload()
+    case 'apply_edits': return applyEdits(args as { ops?: EditOp[] } & Record<string, unknown>)
+    case 'undo': return stepHistory(args, 'undo')
+    case 'redo': return stepHistory(args, 'redo')
+    default: throw new Error(`Unknown editor tool "${tool}"`)
+  }
+}
+registry.handler = handleMcpEditorRequest
diff --git a/shared/electron-api-schema.ts b/shared/electron-api-schema.ts
index 2ab344cdf..7dd2df670 100644
--- a/shared/electron-api-schema.ts
+++ b/shared/electron-api-schema.ts
@@ -85,6 +85,7 @@ const exportTextOverlay = z.object({
     shadowOffsetY: z.number(),
     opacity: z.number(),
     padding: z.number(),
+    textAlign: z.string().optional(),
   }),
 })
 
@@ -330,6 +331,12 @@ export const electronAPISchemas = {
     output: emptyResult,
   },
 
+  // RiX MCP server: the renderer's reply to an editor tool request (see onMcpEditorRequest).
+  mcpEditorResponse: {
+    input: z.object({ id: z.string(), ok: z.boolean(), result: z.unknown().optional(), error: z.string().optional() }),
+    output: z.void(),
+  },
+
   // Python setup
   checkPythonReady: {
     input: z.object({}),
@@ -485,7 +492,15 @@ export interface ExportProgress {
   stage: string
 }
 
+/** An editor tool call forwarded from the RiX MCP server; answered via mcpEditorResponse. */
+export interface McpEditorRequest {
+  id: string
+  tool: string
+  args: Record<string, unknown>
+}
+
 export type ElectronAPI = InvokeAPI & {
+  onMcpEditorRequest: (cb: (req: McpEditorRequest) => void) => (() => void)
   onPythonSetupProgress: (cb: (data: unknown) => void) => void
   removePythonSetupProgress: () => void
   onBackendHealthStatus: (cb: (data: BackendHealthStatus) => void) => (() => void)

From 05edf5ae0cd86ce86aad97a36ff700dc371a2406 Mon Sep 17 00:00:00 2001
From: Michael Ricks <michaelricks1031@gmail.com>
Date: Mon, 28 Sep 2026 23:20:49 -0400
Subject: [PATCH 117/117] Smooth, trim-aware audio waveforms on the timeline

Timeline audio clips drew the whole file squeezed into 200 buckets with
nearest-neighbour sampling, so waveforms looked like blocky steps and did
not match the trimmed section that actually plays.

- Decode each file once into a 200 windows/s peak + RMS envelope (all
  channels mixed) and derive every view from it.
- ClipWaveform draws only the clip's source window (trimStart, duration,
  speed, reversed), max-pools when zoomed out and interpolates when zoomed
  in, with a faint peak layer, a bright RMS body and a hairline centre.
- Key the resampled waveform cache by url + bucket count so the monitor
  no longer inherits a coarse resolution from the timeline.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 frontend/components/AudioWaveform.tsx         | 223 +++++++++++++-----
 .../VideoEditorTimelineEditingPanel.tsx       |   8 +-
 2 files changed, 167 insertions(+), 64 deletions(-)

diff --git a/frontend/components/AudioWaveform.tsx b/frontend/components/AudioWaveform.tsx
index a6d432020..184d4dddb 100644
--- a/frontend/components/AudioWaveform.tsx
+++ b/frontend/components/AudioWaveform.tsx
@@ -15,9 +15,22 @@ interface AudioWaveformProps {
   isPlaying: boolean
 }
 
-// Global waveform cache: URL → Float32Array of peak amplitudes (one per pixel-bucket)
+// High-resolution amplitude envelope of a whole audio file, decoded once per URL.
+// Every view (monitor, timeline clips at any zoom) derives what it draws from this.
+export interface WaveformEnvelope {
+  peak: Float32Array // max |sample| per window
+  rms: Float32Array // root-mean-square per window (the "body" of the sound)
+  rate: number // windows per second of audio
+  duration: number // seconds
+}
+
+const ENVELOPE_RATE = 200 // 5ms windows: smooth at any practical timeline zoom
+
+const envelopeCache = new Map<string, WaveformEnvelope>()
+const pendingEnvelopes = new Map<string, Promise<WaveformEnvelope>>()
+
+// Global waveform cache: `${url}@${buckets}` → peak amplitudes resampled to `buckets`
 export const waveformCache = new Map<string, Float32Array>()
-const pendingDecodes = new Set<string>()
 
 // Convert a base64 string to an ArrayBuffer
 function base64ToArrayBuffer(base64: string): ArrayBuffer {
@@ -29,53 +42,81 @@ function base64ToArrayBuffer(base64: string): ArrayBuffer {
   return bytes.buffer
 }
 
-// Decode audio file and extract amplitude envelope
-export async function computeWaveform(url: string, buckets: number = 800): Promise<Float32Array> {
-  if (waveformCache.has(url)) return waveformCache.get(url)!
+async function decodeEnvelope(url: string): Promise<WaveformEnvelope> {
+  let arrayBuffer: ArrayBuffer
 
-  if (pendingDecodes.has(url)) {
-    while (pendingDecodes.has(url)) {
-      await new Promise(r => setTimeout(r, 50))
-    }
-    if (waveformCache.has(url)) return waveformCache.get(url)!
+  if (url.startsWith('file://') && (window as any).electronAPI?.readLocalFile) {
+    const { data } = await (window as any).electronAPI.readLocalFile({ filePath: url })
+    arrayBuffer = base64ToArrayBuffer(data)
+  } else {
+    const response = await fetch(url)
+    arrayBuffer = await response.arrayBuffer()
   }
 
-  pendingDecodes.add(url)
-  try {
-    let arrayBuffer: ArrayBuffer
-
-    if (url.startsWith('file://') && (window as any).electronAPI?.readLocalFile) {
-      const { data } = await (window as any).electronAPI.readLocalFile({ filePath: url })
-      arrayBuffer = base64ToArrayBuffer(data)
-    } else {
-      const response = await fetch(url)
-      arrayBuffer = await response.arrayBuffer()
+  const audioCtx = new (window.AudioContext || (window as any).webkitAudioContext)()
+  const audioBuffer = await audioCtx.decodeAudioData(arrayBuffer)
+  audioCtx.close()
+
+  // Mix all channels so a hard-panned stereo track still shows its full shape
+  const channels = Array.from({ length: audioBuffer.numberOfChannels }, (_, c) => audioBuffer.getChannelData(c))
+  const length = audioBuffer.length
+  const samplesPerWindow = Math.max(1, Math.round(audioBuffer.sampleRate / ENVELOPE_RATE))
+  const windows = Math.ceil(length / samplesPerWindow)
+  const peak = new Float32Array(windows)
+  const rms = new Float32Array(windows)
+
+  for (let i = 0; i < windows; i++) {
+    const start = i * samplesPerWindow
+    const end = Math.min(start + samplesPerWindow, length)
+    let max = 0
+    let sumSq = 0
+    for (let j = start; j < end; j++) {
+      let s = 0
+      for (const ch of channels) s += ch[j]
+      s /= channels.length
+      const abs = Math.abs(s)
+      if (abs > max) max = abs
+      sumSq += s * s
     }
+    peak[i] = max
+    rms[i] = Math.sqrt(sumSq / Math.max(1, end - start))
+  }
 
-    const audioCtx = new (window.AudioContext || (window as any).webkitAudioContext)()
-    const audioBuffer = await audioCtx.decodeAudioData(arrayBuffer)
-    audioCtx.close()
-
-    const channelData = audioBuffer.getChannelData(0)
-    const samplesPerBucket = Math.floor(channelData.length / buckets)
-    const peaks = new Float32Array(buckets)
-
-    for (let i = 0; i < buckets; i++) {
-      let max = 0
-      const start = i * samplesPerBucket
-      const end = Math.min(start + samplesPerBucket, channelData.length)
-      for (let j = start; j < end; j++) {
-        const abs = Math.abs(channelData[j])
-        if (abs > max) max = abs
-      }
-      peaks[i] = max
-    }
+  return { peak, rms, rate: audioBuffer.sampleRate / samplesPerWindow, duration: audioBuffer.duration }
+}
+
+// Decode (once) and return the high-resolution envelope for a file
+export async function getWaveformEnvelope(url: string): Promise<WaveformEnvelope> {
+  const cached = envelopeCache.get(url)
+  if (cached) return cached
+  let pending = pendingEnvelopes.get(url)
+  if (!pending) {
+    pending = decodeEnvelope(url)
+      .then(env => { envelopeCache.set(url, env); return env })
+      .finally(() => pendingEnvelopes.delete(url))
+    pendingEnvelopes.set(url, pending)
+  }
+  return pending
+}
 
-    waveformCache.set(url, peaks)
-    return peaks
-  } finally {
-    pendingDecodes.delete(url)
+// Peak amplitudes of the whole file resampled to `buckets` (max-pooled, so short hits survive)
+export async function computeWaveform(url: string, buckets: number = 800): Promise<Float32Array> {
+  const key = `${url}@${buckets}`
+  const cached = waveformCache.get(key)
+  if (cached) return cached
+
+  const { peak } = await getWaveformEnvelope(url)
+  const peaks = new Float32Array(buckets)
+  for (let i = 0; i < buckets; i++) {
+    const start = Math.floor((i / buckets) * peak.length)
+    const end = Math.max(start + 1, Math.floor(((i + 1) / buckets) * peak.length))
+    let max = 0
+    for (let j = start; j < end && j < peak.length; j++) if (peak[j] > max) max = peak[j]
+    peaks[i] = max
   }
+
+  waveformCache.set(key, peaks)
+  return peaks
 }
 
 export function AudioWaveform({ audioClips, currentTime, isPlaying }: AudioWaveformProps) {
@@ -308,19 +349,57 @@ export function AudioWaveform({ audioClips, currentTime, isPlaying }: AudioWavef
 interface ClipWaveformProps {
   url: string
   className?: string
+  // Outer (peak) layer
   color?: string
+  // Inner (RMS) layer: the loudness body of the sound
+  bodyColor?: string
+  // Source window the clip plays. Omit to show the whole file.
+  trimStart?: number
+  duration?: number
+  speed?: number
+  reversed?: boolean
+}
+
+// Envelope value over [a, b) window indices: max for peaks, power-mean for RMS.
+// Sub-window spans are linearly interpolated so zoomed-in waveforms stay smooth.
+function sampleEnvelope(data: Float32Array, a: number, b: number, mode: 'max' | 'rms'): number {
+  const n = data.length
+  if (n === 0) return 0
+  if (b - a <= 1) {
+    const t = Math.min(Math.max((a + b) / 2 - 0.5, 0), n - 1)
+    const i = Math.floor(t)
+    const f = t - i
+    return data[i] * (1 - f) + data[Math.min(i + 1, n - 1)] * f
+  }
+  const start = Math.max(0, Math.floor(a))
+  const end = Math.min(n, Math.ceil(b))
+  let acc = 0
+  for (let i = start; i < end; i++) {
+    const v = data[i]
+    if (mode === 'max') { if (v > acc) acc = v } else acc += v * v
+  }
+  return mode === 'max' ? acc : Math.sqrt(acc / Math.max(1, end - start))
 }
 
-export function ClipWaveform({ url, className = '', color = 'rgba(52, 211, 153, 0.7)' }: ClipWaveformProps) {
+export function ClipWaveform({
+  url,
+  className = '',
+  color = 'rgba(52, 211, 153, 0.45)',
+  bodyColor = 'rgba(110, 231, 183, 0.95)',
+  trimStart = 0,
+  duration,
+  speed = 1,
+  reversed = false,
+}: ClipWaveformProps) {
   const canvasRef = useRef<HTMLCanvasElement>(null)
   const containerRef = useRef<HTMLDivElement>(null)
-  const [peaks, setPeaks] = useState<Float32Array | null>(null)
+  const [envelope, setEnvelope] = useState<WaveformEnvelope | null>(null)
 
   useEffect(() => {
     if (!url) return
     let cancelled = false
-    computeWaveform(url, 200).then(p => {
-      if (!cancelled) setPeaks(p)
+    getWaveformEnvelope(url).then(env => {
+      if (!cancelled) setEnvelope(env)
     }).catch(() => {})
     return () => { cancelled = true }
   }, [url])
@@ -328,7 +407,7 @@ export function ClipWaveform({ url, className = '', color = 'rgba(52, 211, 153,
   const draw = useCallback(() => {
     const canvas = canvasRef.current
     const container = containerRef.current
-    if (!canvas || !container || !peaks) return
+    if (!canvas || !container || !envelope) return
 
     const dpr = window.devicePixelRatio || 1
     const rect = container.getBoundingClientRect()
@@ -349,24 +428,42 @@ export function ClipWaveform({ url, className = '', color = 'rgba(52, 211, 153,
     const centerY = h / 2
     const maxAmp = h * 0.45
 
-    ctx.fillStyle = color
-    ctx.beginPath()
-    for (let i = 0; i < w; i++) {
-      const peakIdx = Math.floor((i / w) * peaks.length)
-      const amp = peaks[Math.min(peakIdx, peaks.length - 1)]
-      const y = centerY - amp * maxAmp
-      if (i === 0) ctx.moveTo(i, y)
-      else ctx.lineTo(i, y)
+    // Source seconds this clip plays (in envelope-window units)
+    const srcLen = (duration ?? envelope.duration - trimStart) * speed
+    const srcStart = trimStart * envelope.rate
+    const srcSpan = Math.max(0, srcLen * envelope.rate)
+    const cols = Math.max(1, Math.ceil(w))
+    const peakCol = new Float32Array(cols)
+    const rmsCol = new Float32Array(cols)
+    for (let x = 0; x < cols; x++) {
+      const fa = x / cols
+      const fb = (x + 1) / cols
+      const a = srcStart + (reversed ? 1 - fb : fa) * srcSpan
+      const b = srcStart + (reversed ? 1 - fa : fb) * srcSpan
+      peakCol[x] = sampleEnvelope(envelope.peak, a, b, 'max')
+      rmsCol[x] = Math.min(peakCol[x], sampleEnvelope(envelope.rms, a, b, 'rms'))
     }
-    for (let i = w - 1; i >= 0; i--) {
-      const peakIdx = Math.floor((i / w) * peaks.length)
-      const amp = peaks[Math.min(peakIdx, peaks.length - 1)]
-      const y = centerY + amp * maxAmp
-      ctx.lineTo(i, y)
+
+    const fillMirrored = (amps: Float32Array, style: string) => {
+      ctx.fillStyle = style
+      ctx.beginPath()
+      ctx.moveTo(0, centerY)
+      for (let x = 0; x < cols; x++) ctx.lineTo(x + 0.5, centerY - amps[x] * maxAmp)
+      ctx.lineTo(cols, centerY)
+      for (let x = cols - 1; x >= 0; x--) ctx.lineTo(x + 0.5, centerY + amps[x] * maxAmp)
+      ctx.closePath()
+      ctx.fill()
     }
-    ctx.closePath()
-    ctx.fill()
-  }, [peaks, color])
+
+    fillMirrored(peakCol, color)
+    fillMirrored(rmsCol, bodyColor)
+
+    // Hairline centre so silence still reads as "audio here"
+    ctx.fillStyle = bodyColor
+    ctx.globalAlpha = 0.35
+    ctx.fillRect(0, Math.round(centerY) - 0.5, w, 1)
+    ctx.globalAlpha = 1
+  }, [envelope, color, bodyColor, trimStart, duration, speed, reversed])
 
   useEffect(() => {
     draw()
diff --git a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
index 6e567e972..a78de508e 100644
--- a/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
+++ b/frontend/views/editor/VideoEditorTimelineEditingPanel.tsx
@@ -2742,7 +2742,13 @@ export function VideoEditorTimelineEditingPanel(props: VideoEditorTimelineEditin
                           </div>
                         ) : clip.type === 'audio' ? (
                           <>
-                            <ClipWaveform url={pathToFileUrl(getClipPath(clip) || clip.asset?.path || '')} />
+                            <ClipWaveform
+                              url={pathToFileUrl(getClipPath(clip) || clip.asset?.path || '')}
+                              trimStart={clip.trimStart}
+                              duration={clip.duration}
+                              speed={clip.speed}
+                              reversed={clip.reversed}
+                            />
                             <div className="h-8 w-8 flex-shrink-0 rounded bg-emerald-800/50 flex items-center justify-center relative z-10">
                               <Music className="h-4 w-4 text-emerald-400" />
                             </div>