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Contributing

Scope

  • This repository is an educational/research CTI analysis project.
  • It is not a production security product and comes with no guarantees.

Before Push Checklist

  • Run python -m pip install -e ".[dev]".
  • Run python scripts/run.py doctor.
  • Run python -m pytest.
  • Run python scripts/release_check.py.
  • Confirm .env is not tracked.
  • Confirm no settings.json file is tracked.
  • Confirm no runtime artifacts are staged (outputs/, logs, caches, local data).
  • Confirm no model blobs/vectorstores are staged.
  • Keep changes focused and avoid core-logic redesign unless requested.
  • Update README/docs only when behavior or commands changed.