blog-factcheck

Extract numeric claims and verify cited URLs from markdown blog posts.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/mohamednegm0/Musahm-Vault-GTM --skill blog-factcheck
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blog-factcheck
Source: https://github.com/mohamednegm0/Musahm-Vault-GTM/tree/main/.claude/skills/claude-blog/skills/blog-factcheck
Command: npx skills add https://github.com/mohamednegm0/Musahm-Vault-GTM --skill blog-factcheck

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many blog posts contain numeric claims, percentages, dollar figures, or named attributions without clear verification; this Skill identifies those claims and checks whether cited sources actually contain the referenced data so authors and editors can trust published content.

Core Features & Use Cases

  • Claim extraction: Scans markdown blog posts to extract sentences containing numbers, percentages, dollar amounts, multipliers, and named attributions along with their location and any cited URL.
  • Source verification: Fetches cited URLs via WebFetch, searches page content for exact or contextual matches, and assigns a confidence score (VERIFIED, PARAPHRASE, WEAK, NOT FOUND, UNVERIFIED).
  • Editorial guidance: Flags uncited claims with suggested search queries, detects paywalls or PDF sources for manual review, and enforces a 10-URL-per-run rate limit to avoid overloading sources.
  • Use Case: An editor preparing a data-forward blog post runs the Skill to produce a verification table and recommended actions before publication.

Quick Start

Run blog-factcheck on path/to/post.md to extract claims, fetch cited sources up to ten URLs, and generate a verification report.

Frequently Asked Questions about blog-factcheck

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify statistics and source claims in a markdown blog post?

To verify statistics in a markdown blog post, this Skill extracts numeric claims, percentages, and attributions, then fetches cited URLs via WebFetch to search for exact or contextual matches and assigns a confidence score.

How does source verification work for uncited claims in content files?

Source verification for uncited claims works by flagging sentences containing numbers or dollar amounts without citations, then generating suggested search queries so authors and editors can manually locate supporting data.

Can I use WebFetch to factcheck more than ten URLs in a single run?

You cannot use WebFetch to factcheck more than ten URLs per run, as the Skill enforces a strict 10-URL rate limit to avoid overloading sources and ensure reliable source verification processing.

What confidence scores are assigned during blog content audits?

During blog content audits, confidence scores assigned include VERIFIED, PARAPHRASE, WEAK, NOT FOUND, and UNVERIFIED, indicating whether fetched source pages contain exact or contextual matches for extracted claims.

Does blog-factcheck handle paywalled sources or PDFs during claim verification?

Blog-factcheck handles paywalled sources or PDFs by detecting them during the WebFetch process and flagging them for manual review, since automated page content searches cannot reliably extract text from these formats.