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Source Verification Agent Skill

验证信源可信度的研究过程知识,指导 agent 在涉及事实声明时交叉核验信源

330 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
117
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/HezaoHezao/poirot --skill source-verification

The instruction itself

1 sections, as written by the author

Source Verification

何时使用

研究涉及事实声明、统计数据、引用或任何需要可信背书的信息时。不适用于纯推理或用户主观偏好类问题。

核心原则

任何事实声明在写入 observation 前,至少需一个独立信源交叉核验。 单一信源的可信度不足以支撑结论。

步骤

  • 识别声明:从研究问题或中间结论中抽出需验证的事实声明。
  • 定位信源:用 web_search 找 2 个以上独立来源(不同机构/作者/时间)。优先一手来源(官方报告、论文原文)而非二手转述。
  • 核验一致性:用 browse_page 读全文(非 snippet),比对关键数字/日期/结论是否一致。
  • 记录可信度:在 observation 标注信源可信度(高/中/低)+ 不一致点。低可信度声明降级为"待证"。

失败模式(避免)

  • 只看 search snippet 就采信(snippet 常断章取义)
  • 两个来源实际互引(非独立)
  • 一手来源被二手来源误读(回溯原文)
  • 把"无法证伪"当"为真"

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How to use it

Copy the folder

Take hezaohezao/source-verification from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.