Prismix

An AI-powered code synthesis tool that transforms natural language into production-ready Python code.

Features

• Natural language to Python code generation
• Iterative improvement with error handling
• Built-in safety checks for generated code
• Test-driven development approach
• Isolated code execution environment

Installation

# Install with poetry
poetry install

# Set up OpenAI API key
export OPENAI_API_KEY='your-api-key-here'

Usage

Basic usage:

poetry run prismix "write a function that calculates factorial"

The tool will:

1. Generate program specifications
2. Implement the code
3. Run safety checks
4. Test the implementation
5. Save the code to output/

Safety Features

• Automatic code safety analysis
• Restricted execution environment
• Import validation
• System call protection

Development

Run tests:

poetry run pytest

License

MIT License