output-fact-checker
CommunityVerify agent output accuracy.
Content & Communication#verification#accuracy#content quality#source validation#hallucination detection#fact checking
Authorgarethdaine
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures the factual accuracy of agent-generated content by systematically verifying claims against provided sources and external references, preventing the dissemination of misinformation.
Core Features & Use Cases
- Factual Claim Verification: Extracts and validates specific facts, figures, dates, names, and citations within agent outputs.
- Source Cross-Referencing: Compares claims against provided documents and authoritative web sources.
- Confidence Scoring & Reporting: Assigns a confidence rating to each claim and generates a detailed report highlighting discrepancies and potential corrections.
- Use Case: Before publishing a market analysis report generated by an AI, use this Skill to verify all statistical claims, company names, and dates against official financial reports and reputable news sources.
Quick Start
Use the output-fact-checker skill to verify all factual claims in the provided agent output document against the attached source files.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: output-fact-checker Download link: https://github.com/garethdaine/agent/archive/main.zip#output-fact-checker Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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