claim-verification

Verify factual claims in AI-generated content against reliable sources.

2|Updated Jan 15, 2026
One-click install
npx skills add https://github.com/DTMC-marketplace/governance --skill claim-verification
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: claim-verification
Source: https://github.com/DTMC-marketplace/governance/tree/main/skills/claim-verification
Command: npx skills add https://github.com/DTMC-marketplace/governance --skill claim-verification

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the critical need to ensure the accuracy and factual correctness of AI-generated content, mitigating the spread of misinformation.

Core Features & Use Cases

  • Factual Claim Verification: Systematically checks claims made in AI outputs against reliable sources.
  • Source Credibility Assessment: Evaluates the trustworthiness of information sources used for verification.
  • Confidence Scoring: Provides a score indicating the AI's confidence in the verified claims.
  • Use Case: When an AI generates a news article, this Skill can be used to verify all factual statements within the article, ensuring journalistic integrity and preventing the dissemination of false information.

Quick Start

Use the claim-verification skill to verify all factual claims in the provided AI-generated report.

Frequently Asked Questions about claim-verification

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

FAQPage Schema
How do I verify factual claims in AI-generated content against reliable sources?

To verify factual claims in AI-generated content, this Skill implements evidence-based pipelines that systematically check statements against methodology-based data sources. It assesses source credibility and provides confidence scoring to indicate verification accuracy.

How does fact checking AI content support EU AI Act compliance?

Fact checking AI content supports EU AI Act compliance by enabling assessment, implementation, documentation, and monitoring of AI systems as required by Article 9. It ensures factual correctness and mitigates societal risks associated with misinformation.

Can I use claim verification for assessing source credibility in news articles?

Yes, you can use claim verification for assessing source credibility in news articles. The Skill evaluates the trustworthiness of information sources used for validation and provides confidence scores for verified factual statements.

What data sources do I need for accurate fact checking of AI outputs?

Accurate fact checking of AI outputs requires methodology-based data sources for reliable validation. The Skill uses these established sources to systematically check claims and evaluate the trustworthiness of information used during the verification process.

Does claim verification work without external dependencies?

Yes, claim verification works without external dependencies, but it requires methodology-based data sources provided during execution to accurately validate factual claims and assess source credibility within AI-generated content.