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CONTRIBUTING.md

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Contributing

Thanks for helping improve this project.

  1. Open an issue describing the problem or proposal.
  2. Fork the repository and create a focused branch.
  3. Add or update tests for behavior changes.
  4. Run python -m unittest discover -s tests -v.
  5. Submit a pull request with the motivation, approach, and verification notes.

Please keep changes small, documented, and dependency-light. Never commit API keys, customer data, private prompts, or production traces.