blog-factcheck

Extract and validate statistical claims in blog articles against cited source URLs.

1|Updated May 1, 2026

Search Tags:#blogging #statistics #source verification #content validation #factcheck

Ready to run

npx skills add https://github.com/rothwellmawela-cyber/Claude-blog --skill blog-factcheck-rothwellmawela-cyber

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: blog-factcheck
Source: https://github.com/rothwellmawela-cyber/Claude-blog/tree/main/skills/blog-factcheck
Command: npx skills add https://github.com/rothwellmawela-cyber/Claude-blog --skill blog-factcheck-rothwellmawela-cyber

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of fact-checking statistical claims in blog posts, reducing manual verification time and increasing content credibility.

Core Features & Use Cases

Claim Extraction: Identifies numerical, percentage, dollar, and sourced claims within blog content.
Source Verification: Fetches cited URLs to verify if the claims are supported by the source data.
Use Case: When editing a blog post, verify that all statistical claims are backed by accurate sources to ensure factual accuracy and build reader trust.

Quick Start

Use the blog-factcheck skill to verify the statistics in 'posts/article.md' for truthful representation.

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 sourced claims in a blog post?▼

Fact-checking blog claims works by extracting statistical statements from content, fetching the referenced URLs, and comparing the live source data points against the original claims to ensure factual accuracy.

Can I validate that my blog article's source URLs actually support the data points cited?▼

Source validation fetches cited URLs within blog content to verify whether the referenced web pages actively support the statistical data points and claims presented in the article.

What is the best way to automate fact-checking for editorial content workflows?▼

Automating editorial fact-checking involves extracting statistical claims from blog articles and validating them against fetched web sources, reducing manual verification time while increasing published content credibility.

Does content validation work with standard markdown blog files?▼

Content validation processes standard markdown blog files by analyzing content context to identify sourced claims, then fetching external web pages to verify the cited statistical data points.

What types of statistical claims can be extracted from blog content for verification?▼

Claim extraction identifies numerical, percentage, and dollar-based statistical claims within blog content, alongside explicitly sourced statements, preparing them for automated source verification.