evidence-audit

You can verify numerical claims by running this Skill to cross-reference evidence HTML data against PubMed abstracts using NCBI E-utilities. It performs identity checks for PMIDs and DOIs, returning a structured report with verification results and missing reference findings.

Yes, this Skill verifies references against PubMed abstracts using NCBI E-utilities without batch processing or external search. It extracts PMIDs and DOIs from your evidence HTML and flags missing references or potential data fabrication for manual review.

The best way to audit evidence HTML is to use this Skill to identify and verify all numerical claims against PubMed abstracts. It performs V1 identity checks for PMIDs, DOIs, and references, and V2 claim checks to flag potential data fabrication and missing references.

No, this Skill does not support batch processing or external search. It is designed to verify numerical claims in a single evidence HTML against PubMed abstracts using only NCBI E-utilities, returning a structured report ready for pipeline orchestration.

Extract PMIDs and DOIs by running the audit on a given HTML file path. The Skill automatically identifies these identifiers, performs V1 identity checks and V2 claim checks against PubMed abstracts, and returns missing reference findings in a structured report.

Limitations include strict verification against abstracts only, no batch processing, and no external search capabilities. The Skill verifies a single evidence HTML at a time and flags missing references and potential data fabrication for manual review rather than auto-correcting them.