citation-guard

To stop AI from hallucinating citations, you can automatically verify references against a known research corpus. This skill intercepts citation generation, checks extracted references against project directories, and blocks any unsubstantiated factual claims.

You can verify if a DOI or REF tag exists by checking extracted citations against specified project directories like `.aiwg/research/sources/` and `.aiwg/research/findings/`. It validates the existence of references within these known corpus locations.

GRADE compliance for hedging language assesses whether the strength of claims matches the quality of cited evidence. It validates if hedging language aligns with source quality, issuing warnings or blocking content for GRADE violations.

Yes, you can use citation verification for legal compliance reports. It ensures content generation complies with quality assessment standards by automatically checking references and preventing unsubstantiated claims from proceeding in legal documents.

When an AI agent generates content with uncitable claims, the system blocks the hallucinated citations and tracks the uncitable claims for future reference. It prevents the unverified content from proceeding until references are properly substantiated.

Yes, you need a specific research directory structure to validate citations. The skill checks references against designated project directories, specifically looking for files within `.aiwg/research/sources/` and `.aiwg/research/findings/` folders.