{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.repair-the-charter-not-the-output","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 They are history, not current guidance."],"record":{"id":"pat.repair-the-charter-not-the-output","name":"Repair the charter, not the result","category":"reliability","problem":"Fixing the output by hand leaves the workflow that produced it unchanged.","technique":"Repair the charter, routine or handoff. Never manually repair the final result and move on.","why_it_works":"If you fix the output but leave the workflow unchanged, the same failure returns tomorrow at the same price.","when_to_use":"Every failure.","manual_ref":"3.16","evidence":"documented","related":["pat.three-run-proof","pat.anti-slop-never-file"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}