{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.three-run-proof","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 They are history, not current guidance."],"record":{"id":"pat.three-run-proof","name":"Automate the third successful run, not the first","category":"reliability","problem":"One good run is indistinguishable from luck.","technique":"Run one to observe (where context was lost, where work was duplicated, what was misunderstood, which approval appeared unexpectedly, which check failed); run two on a different but representative mission to see whether it avoids the previous failure without a new instruction; run three with no intervention, recording completion rate, interventions, review loops, time to accepted result and cost per accepted result.","why_it_works":"If the same mistake returns in run two, the correction never reached durable memory, which is exactly the thing you need to know before scheduling.","when_to_use":"Before converting anything to a routine.","manual_ref":"3.16","evidence":"documented","related":["pat.repair-the-charter-not-the-output","pat.routine-preflight-checklist","pat.task-skill-routine-order"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}