fact-checker

Verify factual claims in documents using web search and official sources.

4|Updated May 23, 2026

Search Tags:#fact-checking #technical documentation #statistical data #document verification #AI model specifications

Ready to run

npx skills add https://github.com/791994545/Deepseek-Reasonix-Autopilot --skill fact-checker-791994545

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fact-checker
Source: https://github.com/791994545/Deepseek-Reasonix-Autopilot/tree/main/skills/fact-checker
Command: npx skills add https://github.com/791994545/Deepseek-Reasonix-Autopilot --skill fact-checker-791994545

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the verification of factual claims in documents, reducing the time and effort required for manual fact-checking.

Core Features & Use Cases

Comprehensive Fact-Checking: Automatically verifies claims across multiple domains using web search and official sources.
Detailed Correction Reports: Generates reports with sources and proposed corrections.
Auto-correction with User Approval: Applies corrections after user confirmation to maintain accuracy.
Temporal Context: Adds temporal context to prevent information decay.
Support for Various Claim Types: Handles AI model specifications, technical documentation, statistical data, and general factual statements.
Usage Examples: Updates outdated AI model info, verifies technical claims, and validates statistics.

Quick Start

Use the fact-checker skill to verify the accuracy of the information in your document.

Frequently Asked Questions about fact-checker

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

FAQPage Schema

How do I automate fact-checking for technical documentation and AI model specifications?▼

To automate fact-checking for technical documentation, this Skill identifies factual claims, searches official sources, and compares data to generate correction reports. It verifies AI model specifications and technical claims by cross-referencing web search results to ensure document accuracy.

What is the best way to verify statistical data in a document against official sources?▼

The best way to verify statistical data is using automated fact-checking that cross-references your document's claims with official sources. This process compares statistical data, identifies discrepancies, and proposes corrections with source citations to prevent information decay.

Can I automatically correct outdated information in technical documentation without manual review?▼

You can automatically correct outdated technical documentation with user approval. The automated fact-checking identifies outdated claims, searches for updated facts, and applies corrections only after you confirm them, ensuring accuracy while maintaining human oversight.

Does automated document verification work for general factual statements and AI model specifications?▼

Automated document verification works for general factual statements, AI model specifications, statistical data, and technical documentation. It handles various claim types by searching the web and official sources to validate facts and add temporal context to prevent information decay.

How do fact-checking tools handle information decay in technical documentation?▼

Fact-checking tools handle information decay in technical documentation by adding temporal context during the verification process. This approach identifies outdated claims, searches for current official sources, and generates detailed correction reports with proposed updates to maintain long-term accuracy.