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读网页阶梯:连接器 → 脚本 → 浏览器脚本 → 电脑操控

同一页电脑操控约烧 213K token,浏览器脚本约 51K 就读完。

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当时卡在哪

@Michael_Fenech_ 对比同站三种抽取:电脑操控约 213K token、浏览器+脚本约 51K、纯脚本(抓取时几乎不烧模型)。脚本还能保住被截图截短的完整标题。他把规则贴给幕僚长:连接器 → 纯脚本 → 浏览器脚本 → 电脑操控,校验条数、失败说清、复用脚本,改指令前等你批准。tip + 作者原文 prompt。与 xAI 无关。

要装什么、建什么

把阶梯 prompt 贴进幕僚长 → 批准规则 → 让重复任务停在第一个够用的方法。

机器人

  • 不新建机器人。按「第一次怎么跑」做。

插件

  • 浏览器

    可跳过

例行任务

  • 第一次先别开。自己看过一轮再说。

提示词

幕僚长:优先用更省的读网页方式

引自 @Michael_Fenech_ — 按其公开原文。不要另编系统提示词。

最后一行是我们加的审批围栏:Never send, post, spend, or buy without my explicit yes.

(作者英文原文)
Help my Bots use less model work when extracting information from websites, without sacrificing accuracy or completeness.

Use this order, stopping at the first suitable method that works:

1: A connected app.

Use an existing connector if it covers the task and returns the information we need.

2: A plain script.

For public data or an authorised official data feed, fetch and process it directly. Return only the information needed for the task. Avoid opening a browser unnecessarily.

3: The browser, read by a script.

If the page needs a browser, check whether supported browser scripting can read its contents accurately instead of repeatedly analysing screenshots.

4: Computer use.

Use screenshots, scrolling and clicking for the remaining steps that need visual interaction or cannot be completed reliably by the methods above.

Apply these rules:

Check the result. Verify record counts, required fields and key details against the source. Don't silently shorten, omit or invent information.

Fail clearly. If a method fails or returns incomplete or suspicious data, report the problem before trying the next suitable method.

Reuse successful scripts. Save tested scripts with instructions and validation checks so recurring jobs don't require rebuilding them.

Keep context lean. For repeat jobs, use a routine or a short, fresh chat with the necessary instructions and inputs. Avoid carrying unrelated conversation history into every run.

Respect access limits. Use supported access methods. Don't extract protected credentials or bypass sign-ins, CAPTCHAs or bot protection. Stop if human action is required.

Report the method. Tell me what you used, why earlier options weren't suitable, and any limitations. Report measured usage where available; label estimates.

Propose this rule for the relevant Bots and routines, then wait for my approval before changing their instructions.

Never send, post, spend, or buy without my explicit yes.

第一次怎么跑

  1. 1阅读 https://x.com/Michael_Fenech_/status/2115421573524148479(致谢 @Michael_Fenech_;今日转发 https://x.com/Michael_Fenech_/status/2116333581958324410)。
  2. 2打开幕僚长(或负责重复读网页任务的 Bot)。
  3. 3一次粘贴作者的读网页阶梯 prompt。
  4. 4审阅它提议的规则改动;确认符合你的访问边界后再批准。
  5. 5重跑一条已知抓取,对比方法与用量是否低于旧的电脑操控路径。

审批围栏

Bot 只提议规则,改指令前等你点头;不绕过登录/验证码,不偷凭据。

你该改什么

偷四级读网页阶梯 + 实测 token,别一上来就电脑操控。

出处

Michael | AI + Agents @Michael_Fenech_ · 原帖

与 xAI 无关。提示词不是我们写的。第三方模板条款照旧适用。

去看模板

去看团队蓝图

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