aiwg/docs/contributing/_manifest.json

Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

{
  "title": "Contributing",
  "summary": "Contribute to AIWG",
  "collapsed": true,
  "order": [
    "contributor-quickstart",
    "maintainer-review-guide",
    "testing-requirements"
  ]
}