靠复用已有成果把 Grok Bot 单任务 token 降到八分之一
帖子称一套工作流通过复用已存研究、只查变化、保留失败步骤的成果，把 Grok Bot 单任务用量从 10 万降到 1.25 万 token。
this is f*cking insane. your Grok Bot could finish 10x more work without paying $200 for a bigger plan SpaceXAI engineer: “people keep buying bigger plans. meanwhile, there are setups running on a fraction of their budget. the trick is what the bot never has to do twice.” this setup cuts usage from 100,000 to 12,500 tokens per task by reusing saved research, checking what changed, and stopping failed loops run the same task next week, and the bot already has the groundwork. it picks up the changes, finishes the job, and leaves the next run even less to do Short brief → Saved research → Relevant inputs → Focused work → Verified result saved findings become the next task’s starting point. the bot researches only what changed, keeps completed work when a step fails, and checks the result before handing it back that means fewer wasted tokens and fewer answers you have to fix yourself bookmark this before your next upgrade the full course below shows all 7 fixes, with ready-to-copy prompts and files to build the same workflow ↓
这条是引用着另一条写的：x.com/greshamtrade/status/2112214741103825314