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Contributing

Primary contribution guidance comes from:

  • CONTRIBUTING.md

Standards​

  • Python 3.11
  • Black formatting
  • Isort import order
  • Ruff lint rules
  • tests and coverage maintained
  • architecture boundaries respected (keynetra/ does not depend on infra/)

Documentation Expectations​

  • update docs for behavior changes
  • keep examples runnable and version-aligned
  • maintain internal links across pages

Typical Workflow​

  1. Create branch
  2. Implement focused change
  3. Add/update tests
  4. Run lint + tests
  5. Update docs/migrations as needed
  6. Open PR

Useful Commands​

make lint
make test
make migrate