{"found":true,"collection":"facts","library_url":"https://www.grokbotdb.com/library/fact.skills.task-to-skill-to-routine-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 They are history, not current guidance."],"record":{"id":"fact.skills.task-to-skill-to-routine-ladder","subject":"skills","claim":"The reliable promotion path is one-time task, then corrected task, then saved skill, then tested routine, with a successful run required before each promotion.","kind":"capability","status":"current","tier":"third_party","source_id":"src.tp.flaviocopes.deepdive","source_url":"https://flaviocopes.com/grok-bot/","quote":"The most reliable Grok Bot workflow is: one-time task -> corrected task -> saved skill -> tested routine.","observed_at":"2026-09-03","confidence":"high","notes":"The most widely independently reproduced technique in the corpus: Copes, AI Builder Club (multiple authors Aug 18-29), Kumar Gauraw's adoption ladder, DataCamp, BotSkillsStack and Learn Cursor all describe it. Copes's gate: The workflow succeeds once before becoming a skill. The skill succeeds again before becoming a routine.","first_seen":"2026-09-03","last_verified":"2026-09-03"}}