{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.recorded-skill-is-a-draft","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 They are history, not current guidance."],"record":{"id":"pat.recorded-skill-is-a-draft","name":"A recorded skill is a draft","category":"reliability","problem":"A recording captures your clicks, not your judgement, and will do something confident and wrong at the first edge case.","technique":"Add the decision rules, the failure handling and the approval boundaries yourself, then test on a safe example before scheduling.","why_it_works":"The demonstration encodes a sequence; the judgement is what makes the sequence safe to repeat unattended.","when_to_use":"Every recorded skill.","manual_ref":"3.8","evidence":"documented","related":["pat.teach-by-demonstration","pat.skill-states-six-things","pat.teach-the-exceptions"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}