verify-claims

Verify Claims

适用于任何文档的主张与证据分离：对每项可核查主张进行分类，将其追溯至一手来源或直接测量，实际获取链接，重新核算影响行动的数字，并标注仍未验证的内容——让交付成果明确说明其证据等级，而不是含蓄地暗示其等级。

目标 Profile

插件会安装到这里；不确定时保持 web。

npx -y @deepseek-ai/dsh plugin --profile web add github:ChenneyZhuang/verify-claims#d53f66b831a09d40e590e53456f7c8044a15de4a

兼容性与来源证明

Verify Claims 以 verify-claims 发布，当前版本为 0.1.0。Plugin Hub 会校验它的 manifest，并保存精确安装来源，便于复现安装结果。

DSH 兼容范围: *
运行环境: any
发布来源: github
Registry 更新时间: 2026/9/14

版本

0.1.0stable

2026/9/14

README

verify-claims 主张核验

A deliverable full of confident sentences can still be a deliverable full of guesses. This skill separates the two before anyone else has to.

一份文档可以句句自信，同时句句是猜。这个 skill 在别人发现之前把两者分开。

Why / 为什么

The expensive failures are never typos — they are confident claims that trace to nothing: a regulation number cited from a news article (secondary sources run ahead of the actual text), a total nobody recounted, a URL that was never fetched, a "fact" that survived from an earlier draft. One fabricated detail costs more trust than the whole document earned.

昂贵的失败从来不是错别字——而是没有任何出处的自信主张：从二手新闻里抄来的法规数字（二手媒体永远跑在正式文本前面）、没人重新算过的总数、从未打开过的链接、从旧稿幸存下来的"事实"。一个编造的细节，赔掉的是整份文档的信用。

The method / 方法

Classify — list every checkable claim: numbers, dates, names, legal/regulatory statements, quotes, URLs. 逐条列出可核验主张：数字、日期、名称、法规表述、引语、链接。
Rank by blast radius — a claim someone will act on (a price, a deadline, a legal threshold, a count) outranks decorative facts. 按后果排序——别人会据此行动的主张（价格、截止日、法规门槛、数量），优先于装饰性事实。
Trace each to its strongest available source — primary document, direct measurement, or named secondary source. A claim tracing to nothing gets cut or labeled. 每条追溯到最强可得来源：一手文件、直接测量、或有名有姓的二手来源。追不到的删掉或标注。
Verify what can be verified in this run — fetch the links for real, recount the totals from source, open the cited document to the cited section. 当次能核验的全部核验：链接真实打开、总数从源头重算、引文翻到引用的那一节。
Label the rest — unverified (secondary source) is an honest sentence. A deliverable that states its evidence level earns more trust than one that implies a level it never earned. 核验不了的如实标注——unverified (secondary source) 是一句诚实的话。声明自己证据等级的文档，比假装有等级的文档更可信。

Rules that make it work / 关键规则

Primary beats secondary. For law, regulation, pricing, policy: the source document or nothing. 二手媒体会超前于立法原文。
Recount, don't transcribe. Any total someone will act on gets recomputed from the underlying rows. 会有人据此行动的数字，必须重算。
A link never fetched does not exist. 同一规则也适用于引用：引用的部分要翻到才算数。
Date-stamp the evidence. Sources age at different speeds; the reader judges staleness from the dates you record.
Fast-moving domains outrun their coverage. Where the subject changes weekly, yesterday's secondary source is already folklore. 变化快的领域，二手来源过期得更快。

Install / 安装

git clone https://github.com/ChenneyZhuang/verify-claims ~/.claude/skills/verify-claims

One SKILL.md, zero dependencies — it disciplines whatever tools the agent already has. MIT. v0.1.0.

单个 SKILL.md，零依赖——它约束的是 agent 已有的工具行为。MIT 许可，v0.1.0。