CONTRIBUTING.md

Contributing

Contributions are welcome when they preserve the audit contract.

Before opening a pull request

1. Add or update unit tests.

2. Run:

   PYTHONPATH=src python -m unittest discover -s tests -v
   

3. Document the metric's formula, units, intended interpretation and what it does not measure.

4. Do not introduce functional or cognitive names without an operational test.

5. Keep the repository limited to its public LLM scope.

Missing metadata must be recorded as to-confirm; never infer it.