Individual skill

blog-factcheck

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".

writing-skills/blog-factcheck/SKILL.md

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Last checked
Nov 11, 2026

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163
Repository last updated
Jun 28, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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# 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
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