{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.evidence-ladder","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 They are history, not current guidance."],"record":{"id":"pat.evidence-ladder","name":"The autonomy ladder, one rung at a time","category":"safety","problem":"New operators grant real autonomy before they have any evidence the Bot understands the work.","technique":"One safe read-and-prepare task, review the evidence, convert to a skill only after it validates, test the skill on different inputs, then a routine, and only then real autonomy. Pick the task on paper before opening the app.","why_it_works":"Each rung produces evidence for the next, so autonomy is granted against observed behaviour rather than hope.","when_to_use":"Any account holding something you care about.","manual_ref":"2.4","evidence":"reported","attributed_to":"@0xRafy","source_url":"https://x.com/0xRafy/status/2090077067509370983","related":["pat.autonomy-ramp","pat.three-run-proof","pat.brain-dump-bootstrap"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}