{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.autonomy-ramp","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 They are history, not current guidance."],"record":{"id":"pat.autonomy-ramp","name":"Schedule the handover over four weeks","category":"onboarding","problem":"People wait to feel ready to grant autonomy, and never do.","technique":"Week one drafts only and you read everything including the trail; week two acts on per-action approval and you stop reading the process; week three acts on routine cases and escalates exceptions; week four runs on a schedule and you read the weekly summary.","why_it_works":"Context compounds, but only if you leave it alone; every interruption pays tokens to relearn what the profile file already knew.","when_to_use":"Every new Bot with real work.","manual_ref":"3.15","evidence":"reported","attributed_to":"Emma","related":["pat.stop-micromanaging","pat.evidence-ladder","pat.three-run-proof"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}