{"found":true,"collection":"patterns","library_url":"https://www.grokbotdb.com/library/pat.offload-token-heavy-work","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 They are history, not current guidance."],"record":{"id":"pat.offload-token-heavy-work","name":"Offload token-heavy work to a separate meter","category":"cost","problem":"Long analysis and bulk processing done step by step in chat consumes the Grok Bot allowance fastest.","technique":"Have the chief install and sign into a coding agent on the Bot's own virtual machine, then instruct every Bot to route token-heavy jobs through it.","why_it_works":"Grok Bot usage is separate from your Grok and Cursor usage, so the Bot pays for orchestration while the coding harness pays for the tokens.","when_to_use":"Long analysis, bulk file processing, anything that loops.","when_not_to":"On a team where Cloud Agents delegation is deliberately blocked.","manual_ref":"4.3","evidence":"reported","attributed_to":"@WaitWhat","source_url":"https://x.com/WaitWhat/status/2094105403219157481","related":["pat.outer-loop","pat.script-not-loop","pat.reduce-steps-not-price"],"confidence":"high","first_seen":"2026-09-03","last_verified":"2026-09-03"}}