Agent patterns

Content Verification Agent

Drift between scheduled reviews (CAP-113) is invisible until the next cycle catches it; a continuously running rule set closes that gap without waiting for a person.

Human review point

Only when a rule's confidence falls below a defined threshold, or a piece of content is unverified twice in a row — otherwise the rule executes directly.

Must not do

Verify content it has no signal basis to judge, or silently suppress a flag rather than surfacing it.

Inputs

Content usage signals; staleness score; prior verification history; source-volatility signal

Output artefact

An updated verification_status on the Knowledge Item, with the basis recorded on the Verification Record