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# Contributing to Saem's Tunes AI

We love your input! We want to make contributing to Saem's Tunes AI as easy and transparent as possible.

## Development Process

1. Fork the repo and create your branch from `main`
2. Make your changes
3. Add tests for new functionality
4. Ensure all tests pass
5. Submit a pull request

## Code Style

- Use Black for code formatting
- Follow PEP 8 guidelines
- Write type hints for all functions
- Include docstrings for public methods

## Testing

```bash
# Run all tests
pytest

# Run with coverage
pytest --cov=src

# Run specific test file
pytest tests/test_ai_system.py

Pull Request Process
Update documentation if needed

Add tests for new features

Ensure CI passes

Get review from maintainers

Merge after approval

Bug Reports
When filing an issue, please include:

Description of the problem

Steps to reproduce

Expected behavior

Actual behavior

Environment details

Feature Requests
We welcome feature requests! Please provide:

Use case description

Proposed solution

Alternative solutions considered

Questions?
Contact the development team or open an issue for discussion.