Skip to main content

Contributing

The highest-value contributions make the flagship AI/frontend workflow more rigorous, not more generic.

Good contribution areas​

  • better rubric structure
  • stronger validators
  • HTML output improvements
  • fixture-based regression tests
  • clearer developer docs
  • adjacent tracks with real depth

Before opening a PR​

Run:

npm test
npm run doctor

Then explain:

  • what workflow improved
  • what output changed
  • what tests prove it

Quality bar​

The repo should prefer fewer, stronger workflows over broad shallow coverage.