CONTRIBUTING.md

Contributing

Thanks for your interest in contributing.

Development setup

1. Create a virtual environment.
2. Install runtime dependencies:

pip install -r requirements.txt

3. Install optional scientific dependency for spectral metrics:

pip install scipy

4. Run tests:

pytest

Pull requests

• Keep changes focused and documented.
• Add or update tests for behavioral changes.
• Update README examples if user-facing behavior changes.