fact-checker

To verify claims and validate sources before publication, you provide a draft to the fact-checker to automate claim extraction and cross-check technical, statistical, and attribution statements against reference materials, generating a structured report with clear verdicts.

Generating a fact-check report for statistics and quotes involves identifying verifiable claims within the draft, categorizing them, and producing a standardized report with VERIFIED, ISSUES FOUND, or NEEDS REVIEW verdicts for each individual claim.

Automated claims verification handles deep research by escalating extended validation of complex technical drafts to a specialized fact-checker subagent, ensuring thorough investigation when initial reference-driven cross-checks require more context.

Yes, you can cross-check code examples and statistical data against provided reference materials. The validation process applies reference-driven checks to drafts and code snippets to ensure factual accuracy and proper attribution before generating a final report.

No external dependencies are required to perform reference-driven validation. The process relies entirely on internal logic to extract claims, evaluate them against provided references, and delegate extended research to a subagent when needed.