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Contributing

Thanks for your interest in improving this repository.

Scope

This repository is a practical framework for AI release governance. Helpful contributions improve clarity, rigor, and operational usefulness.

Good contributions

Examples of helpful contributions include:

  • improving framework clarity,
  • refining risk and gate definitions,
  • adding realistic examples,
  • improving templates or supporting documentation,
  • correcting inaccuracies.

Contribution expectations

Please keep contributions:

  • concise,
  • implementation-aware,
  • evidence-oriented,
  • free of proprietary or confidential material.

Pull requests

When opening a pull request, explain:

  • what changed,
  • why it improves the repository,
  • and whether it affects the framework, examples, code, or templates.