Grok Bot + Jev AI 做十步注意力过滤器

kocer @kocer_eth原推发布于 2026.09.24

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I TURNED GROK BOT AND JEV AI INTO A 10-STEP ATTENTION FILTER. COPY THIS ORDER BEFORE YOUR SAVED LINKS BECOME ANOTHER INBOX. the useful split is simple. › @bot collects, summarizes, and creates candidate actions. › @typesafeaiAI chooses, scores, and returns confidence. › code enforces budgets, deadlines, and approval rules. 1. choose one tired decision › start with one recurring pile: unread mail, saved posts, research links, meeting notes, or daily tasks. › give every item four possible outcomes: act tomorrow, read this week, archive, or ignore. 2. separate memory from judgment › ask Grok Bot to extract and summarize the source material. › let Jev AI choose only from options you defined. keep limits and irreversible actions inside code. 3. write the priority charter › prioritize active projects, real people waiting on you, and decisions due within seven days. › downrank repetition, vague motivation, and unsupported claims. request review below 0.80 confidence. 4. compress every item into state › include one-sentence summary, source, age, active project, deadline, novelty, and available action. › remove every field that cannot change the decision. 5. fix the answer shapes › ask Jev AI for a choice, a score from 0 to 3, or a yes or no probability. › if the answer space is unknown, let Grok Bot create candidates before Jev AI ranks them. 6. evaluate independent questions together › score relevance, urgency, novelty, credibility, actionability, and reading effort in one request. › tell Jev AI not to let one answer justify another. 7. filter before using judgment › remove duplicates, expired items, and blocked sources with code. › let Jev AI rank only the survivors. ask Grok Bot to write the final shortlist. 8. teach the system to forget › keep commitments, preferences, unresolved decisions, and source evidence. › compress completed work into outcomes. archive contradictions instead of silently overwriting them. 9. install hard stop conditions › cap each run at 250 items. add a spending limit, batch checkpoints, and a confidence threshold. › never let Grok Bot or Jev AI send, publish, buy, or delete without explicit approval. 10. run in shadow mode › for the first three days, let the system decide without acting. log every choice you would change. › then schedule Grok Bot to deliver one morning brief: act today, read this week, archive, and uncertain. the result is not a larger archive. it is a system that removes more decisions than it creates. Grok Bot gives the day structure. Jev AI decides what deserves attention. code keeps both inside the rules. keep this checklist next to your first Grok Bot build.

这条是引用着另一条写的：x.com/kocer_eth/status/2102750867472429321