Fact-Check & Citation

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Verifies factual claims against project data and web sources to ensure accuracy with cited evidence.

This skill provides a systematic approach to verifying the accuracy of information by extracting verifiable claims and cross-referencing them against a hierarchical cascade consisting of project memory, documentation, the codebase, and web lookups. It automatically rewrites text to include footnote citations for confirmed facts while explicitly hedging any unconfirmed claims, ensuring that users receive grounded, evidence-based answers rather than hallucinations. When sources disagree, the skill surfaces the conflict rather than choosing a side, making it an essential tool for maintaining technical integrity and documentation accuracy.

Características Principales

01Explicit hedging for unverified or conflicting claims
02Footnote-style citations for all confirmed facts
03Multi-tier verification cascade (Project Docs > Codebase > Web)
04Conflict reporting for disagreeing information sources
05Automated claim extraction and classification
0630 GitHub stars

Casos de Uso

01Fact-checking external info or legacy project assumptions
02Validating technical version numbers or library specifications
03Verifying documentation accuracy against the actual codebase