Learnings review
The human gate on self-improvement. Where proposed knowledge drafts and skill revisions wait for an admin to accept or dismiss.
/learnings is the review queue for the self-improvement lane. It is the point
where the machinery stops and a human decides. Nothing on this page publishes on
its own.
Two kinds of proposal
Knowledge drafts
Proposed from high-value runs, each carrying the ordered, redacted procedure
trace of what actually worked. GET /api/knowledge/drafts.
Skill revisions
Assembled from accepted drafts that cluster, with a procedure built from the
real traces. GET /api/skills/proposals.
The review action
Each proposal is accepted or dismissed by an organization admin:
- A knowledge draft is accepted via
POST /api/knowledge/drafts/:id/accept, or dismissed. - A skill proposal is accepted via
POST /api/skills/proposals/:id/accept, or dismissed.
Accepting a draft publishes it to the stores and re-projects it into retrieval, so an accepted learning compounds: it becomes findable in future runs.