factcheck

What problem does it solve?

This Skill helps prevent publishing inaccurate or misleading content by extracting verifiable claims, checking them against authoritative sources, and applying minimal corrections while preserving the author’s voice.

Core Features & Use Cases

• Claim extraction: Identifies every verifiable factual claim with location and importance so nothing is skipped.
• Structured verification: Uses a Chain of Verification approach (search → fetch authoritative pages → cross-reference) and assigns per-claim verdicts.
• Minimal, consistency-safe edits: Corrects inaccuracies and resolves internal contradictions without rewriting the document’s style or structure.
• Use case: Before publishing an article or post, you can run factcheck to catch outdated versions, wrong numbers, incorrect names, and missing context, then update only the affected statements.

Quick Start

Run factcheck on the article file by providing the path you want checked.