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fact-checking

Extract claims, cross-reference authoritative sources, and assign confidence-scored verdicts.

147|32|Updated Feb 11, 2026
Search Tags:#fact-checking#research#verification#evidence#claims#misinformation
One-click install
npx skills add https://github.com/seb1n/awesome-ai-agent-skills --skill fact-checking-seb1n
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fact-checking
Source: https://github.com/seb1n/awesome-ai-agent-skills/tree/main/research-and-knowledge/fact-checking
Command: npx skills add https://github.com/seb1n/awesome-ai-agent-skills --skill fact-checking-seb1n

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of misinformation and unverified claims by providing a systematic method to assess the accuracy of statements and information.

Core Features & Use Cases

  • Claim Extraction: Identifies and isolates individual, verifiable assertions within a text.
  • Source Identification: Determines and utilizes authoritative sources for verification.
  • Evidence Evaluation: Cross-references information from multiple sources and assesses credibility.
  • Verdict Assignment: Provides a confidence-scored verdict (True, False, etc.) with supporting reasoning.
  • Use Case: A journalist can use this skill to quickly fact-check a news article, ensuring the accuracy of quotes, statistics, and event descriptions before publication.

Quick Start

Use the fact-checking skill to verify the accuracy of the statement "The Earth is flat and orbits the sun."

Frequently Asked Questions about fact-checking

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

FAQPage Schema
How do I verify the accuracy of claims and statements in a text?▼

To verify claim accuracy, this Skill isolates individual assertions within the text, identifies authoritative sources, cross-references evidence, and assigns a confidence-scored verdict with supporting reasoning.

What is the best way to fact-check an article for misinformation before publication?▼

The best way to fact-check for misinformation is systematically isolating verifiable assertions, cross-referencing them against multiple authoritative sources, and synthesizing evidence to assign a confidence-scored verdict.

How does evidence evaluation work when cross-referencing sources?▼

Evidence evaluation works by identifying authoritative sources, cross-referencing information across them, and assessing the credibility of each source to synthesize a final confidence-scored verdict.

Can I extract individual assertions from a news article for research validation?▼

Yes, you can extract individual assertions for research validation. The Skill identifies and isolates verifiable assertions within content, then cross-references evidence to assign confidence-scored verdicts.

Does fact-checking work without integrating external dependencies?▼

Yes, fact-checking works without external dependencies. It systematically isolates claims, identifies authoritative sources, cross-references evidence internally, and assigns confidence-scored verdicts using its internal reasoning.

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