Capture a learning into the project knowledge base as an append-only candidate entry. Use after a workflow gate decision (approve/correct/decline), after a self-review finding in auto mode, or when a good answer was assembled mid-task that should not die in…
Promote a project knowledge entry that generalizes across projects into the shared autodidact knowledge base via PR, with the stricter destination secret gate and a redaction checklist. Run when the user asks to promote, or when distill flagged…
Session retrospective that turns this session's transcript into at most 10 principle-level knowledge proposals, each behind explicit user approval. Run at the end of a substantial session, or when the user asks for a retro.
Drive a task through the generic gated workflow — intake, design panel, implementation, hardening and review, wrap-up — with explicit human gates, resumable state, and every gate decision captured into the project knowledge base. Use for non-trivial tasks…
Garden the project knowledge base — merge duplicates, resolve contradictions, promote recurring candidates, tombstone stale ones — as a reviewable gardening PR. Run when thresholds are hit (the workflow's final stage checks them) or on demand.