dxxx/Bot-OS0°

blog-factcheck

仓库创建 2026年7月1日最近提交 21 天前SkillHot 收录 21 天前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

能自动验证博文中数据与来源，提高文章可信度

▸ 风险提示

会访问大量外部链接，可能触发反爬限制或隐私风险

这个 Skill 做什么

抓取引用链接并核对文中统计和主张的原始证据与匹配度。

自动把博文里带数字、百分比或引用来源的断言都抓出来，然后访问那些引用链接去核对原始页面里是否真的有对应数据。会给每条对照一个匹配置信度并把没引用的断言标记为 UNVERIFIED。适合在你要验事实、准备回应纠错或发布前做把关时用，能省去人工逐条查源的麻烦。

▸ 展开 SKILL.md 英文原文

Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all statistical claims (numbers, percentages, named sources), fetches each cited URL via WebFetch, and scores match confidence (exact match 1.0, paraphrase 0.7-0.9, not found 0.0). Flags uncited claims as UNVERIFIED. Use when user says "fact check", "verify statistics", "check sources", "validate claims", "factcheck", "source verification".

内容创作事实核查引用验证数据校验Claude Code

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/dxxx/Bot-OS/main/skills/claude-blog/skills/blog-factcheck/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/dxxx/Bot-OS/main/skills/claude-blog/skills/blog-factcheck/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# Blog Fact-Check

Verify statistics, claims, and source attributions in blog posts. Pure Claude
pipeline with no external NLP dependencies.

## Workflow

### Step 1: Read the Blog Post

Read the target file and identify all sections containing data claims.

### Step 2: Extract Statistical Claims

Scan the full text for every claim that includes a number, percentage, dollar
amount, or named source. Build a claims list with these fields:

| Field | Description |
|-------|-------------|
| claim_text | The exact sentence or phrase containing the statistic |
| value | The numeric value (e.g., "42%", "$1.2M", "3x") |
| attribution | Named source if present (e.g., "HubSpot", "Gartner 2025") |
| ur

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