Auto Code Fixer - Self-Healing Agentic Loop 🚀

An autonomous AI agent setup built with CrewAI and Gemini that moves beyond simple prompting to implement Loop Engineering.

🌟 Key Features

• Coder Agent: Writes Python code based on task requirements.
• Python Execution Tool: Executes code in a runtime environment to validate output.
• Self-Healing Debugger Agent (Loop): Captures error traces and automatically refactors code until execution succeeds.

🛠️ Tech Stack

• Framework: CrewAI
• Language: Python
• Model: Gemini AI

• 🚀 Quick Start

1. Clone the Repository:

   git clone https://github.com/satyanarayana51115/auto-code-fixer.git
   cd auto-code-fixer

2. Create a Virtual Environment:

   python -m venv venv
   

3. On Windows:

   venv\Scripts\activate
   

4. On Mac/Linux:

   source venv/bin/activate
   

5. Install Dependencies:

   pip install -r requirements.txt
   

6. Configure API Keys:

   GEMINI_API_KEY=your_gemini_api_key_here
   

7. Run the Self-Healing Loop:

   python main.py
   

   🔁 How the Self-Healing Loop Works

graph TD
    A[User Prompt / Task] --> B[Code Writer Agent]
    B --> C[Code Execution Tool]
    C -->|If Error Detected| D[Debugger Agent - Loop]
    D -->|Feeds Traceback & Refactors| C
    C -->|If Success| E[Clean Output]

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👨‍💻 Author

Satyanarayana - @satyanarayana51115