Grok Bot 里加 Jev 路由器：重试从 3 次降到 0 次
在浏览器、检索、重试前先问 Jev 返回 reuse_cache、stop_retry 等动作，24 个候选筛选从 53.8 秒降到 4.1 秒。
Jev engineering inside Grok Bot is lowkey insane: Grok stops deciding whether to retry, and a model that only returns decisions makes the small calls one router sits in front of every expensive move, and it can only answer with an action: - reuse_cache hands Grok a fresh artifact instead of redoing the work - stop_retry ends an approach that keeps failing the same way - research_capped stops research at 5 pages, then makes Grok write it up - ask_human holds anything that sends, publishes, pays or deletes until you say yes → the same approach kept failing: repeat attempts went from 3 to 0 → a fresh artifact already existed: browser opens went from 1 to 0 → 24 candidates to check: Jev ranked them, 53.8 s became 4.1 s and 14 pages became 5, for about $0.0004 of Jev a cheap judge can be wrong too, so it starts in shadow mode and only logs what it would have done Grok thinks. Jev decides. You approve. every call to Jev carries only: > the goal > the kind of task > the last error and how many times it repeated paste this into Grok Bot: "Build me a Jev router skill. Before any browser, research, retry or subagent, send Jev the goal, the task type and the last error, then follow its action: reuse_cache, stop_retry, research_capped at 5 sources, or ask_human before anything that sends, publishes, pays or deletes. Run it in shadow mode for a week and log every decision. I'll add TYPESAFE_API_KEY myself. Show me the plan first. Do not switch to active until I confirm" start with the one routine that keeps retrying, not your whole setup full setup below
这条是引用着另一条写的：x.com/archiveexplorer/status/2103590048230695408