bib-verify
SolidVerify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.
Install
Quality Score: 92/100
Skill Content
Details
- Author
- agentscope-ai
- Repository
- agentscope-ai/OpenJudge
- Created
- 10 months ago
- Last Updated
- 3 days ago
- Language
- Python
- License
- Apache-2.0
Similar Skills
Semantically similar based on skill content — not just same category
verify-refs
Audit-only verification of manuscript references against PubMed and CrossRef. Detects fabricated or mismatched citations and writes qc/reference_audit.json. Does not modify references/ or refs.bib.
reference-verifier
Comprehensive academic reference auditor that performs four levels of verification on citations in uploaded manuscripts (.pdf, .docx). Level 1 checks if references actually exist. Level 2 verifies metadata accuracy (authors, year, journal, volume, pages). Level 3 checks whether the cited paper actually covers the topic it is cited for. Level 4 analyzes whether each citation is used correctly in context — confirming if the cited source truly supports, contradicts, or is neutral toward the claim being made. Saves a BibTeX file (.bib) and a markdown audit report (HTML optional) in the current working directory. Use whenever the user uploads a manuscript and asks to check, verify, validate, or audit references, citations, or bibliography, generate a .bib file, detect fake or hallucinated references, check citation accuracy, verify citation context, or audit a reference list. Especially tuned for biomedical/PubMed-indexed literature but works for any discipline.
reference-verifier
Comprehensive academic reference auditor that performs four levels of verification on citations in uploaded manuscripts (.pdf, .docx). Level 1 checks if references actually exist. Level 2 verifies metadata accuracy (authors, year, journal, volume, pages). Level 3 checks whether the cited paper actually covers the topic it is cited for. Level 4 analyzes whether each citation is used correctly in context — confirming if the cited source truly supports, contradicts, or is neutral toward the claim being made. Saves a BibTeX file (.bib) and a markdown audit report (HTML optional) in the current working directory. Use whenever the user uploads a manuscript and asks to check, verify, validate, or audit references, citations, or bibliography, generate a .bib file, detect fake or hallucinated references, check citation accuracy, verify citation context, or audit a reference list. Especially tuned for biomedical/PubMed-indexed literature but works for any discipline.
ref-hallucination-arena
Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI), discipline breakdown, and year constraint compliance. Supports tool-augmented (ReAct + web search) mode. Use when the user asks to evaluate, benchmark, or compare models on academic reference hallucination, literature recommendation quality, or citation accuracy.
citation-audit
Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports. Uses a fresh cross-model reviewer with web/DBLP/arXiv lookup to catch hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations (cite present but the cited paper does not establish the claim). Use when user says "审查引用", "check citations", "citation audit", "verify references", "引用核对", or before submission to ensure bibliography integrity.