qi-research

The research process in src/ground/research.ts — the eight stages, the six named failure exits, the guards that do not depend on a prompt, and the 22-question ten-domain evaluation that decides whether a change helped. Use when changing anything about how qi searches, reads, gates, extracts, verifies or composes a note or a deck; when a note comes back empty or with bad citations; or when asked to evaluate or measure the research process.

License

AGPL-3.0-or-later

Compatibility

The evaluation reaches real endpoints and needs a running app plus the model server. Tens of seconds per question.