{"found":true,"collection":"facts","library_url":"https://www.grokbotdb.com/library/fact.behavior.mattyp.screen-recording-validation","generated":"2026-09-06T05:32:11Z","citation":["Quote the record id and its source_url (or provenance if there is no URL).","Include last_verified or observed_at when present. Do not present an old date as current.","If tier is community and confidence is low, say so. Do not launder it into a fact.","If the database does not hold the answer, say that. Do not invent Grok Bot product claims.","Contradictions are data: when conflicts_with is present, report both records rather than picking a favourite.","Deprecated and removed records stay visible. They are history, not current guidance."],"record":{"id":"fact.behavior.mattyp.screen-recording-validation","subject":"approvals","claim":"Matt Palmer reports having every agent validate its work via screen recordings.","kind":"behavior","status":"current","tier":"third_party","authority":4,"source_id":"src.manual.mattyp-cursor","quote":"Every agent validates work via screen recordings, so I can be sure it is doing what it should.","observed_at":"2026-09-03","confidence":"medium","notes":"The evidence-contract pattern in practice. via: grok-bot-operators-manual (2026-09-02)","first_seen":"2026-09-03","last_verified":"2026-09-03","provenance":"grok-bot-operators-manual (2026-09-02); no primary URL published in the source document","needs_primary_source":true}}