Built-in loops

The Organizer is the remaining built-in knowledge loop. Separate opt-in Knowledge sync and weekly Skills automations are not available.

The Organizer

It runs daily when the corpus has changed. Each run rebuilds the Knowledgebase: re-clusters the whole corpus into areas, keeps stable areas stable, and retires empty ones. Then it curates changed topics:

• Identical entries fold automatically.
• Near-duplicates become merge proposals.
• Contradictions and entries citing missing files become proposals for code-grounded review.

Background knowledge-maintenance runs settle these proposals automatically; they do not wait for approval in a project Inbox. Failed runs leave Retry run and Dismiss controls on the Curate proposals cards.

Where to watch it

Open Knowledge → Organizer to start a pass with Run now, stop or resume it, and inspect its run history. Each run records its steps and model calls. Knowledge → History lists the separate knowledge-maintenance runs that settle proposals.