citation-verification
SolidThis skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.
Install
Quality Score: 96/100
Skill Content
Details
- Author
- Galaxy-Dawn
- Repository
- Galaxy-Dawn/claude-scholar
- Created
- 4 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
ref-verify
Prevents citation hallucination in academic writing. Invoke when: finding papers to support a specific claim; verifying/checking/auditing existing citations or DOIs; confirming whether a paper actually says what the user claims it says ('is that what the paper says?', 'did they actually show X?'); adding a citation by describing a paper ('add a citation for the paper where X'); running a pre-submission reference sweep. Do NOT invoke for: formatting references in APA/IEEE style, general topic explanations, citation style questions, or prose editing. Selects Quick Screen (seconds per paper) or Full Audit (abstract fetch + claim check) automatically.
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.
citation-receipts
Systematic per-citation verification protocol for academic writing. MUST be used whenever writing content that cites sources — papers, blog posts, SOTAs, or any document making factual claims about external work. Triggers (FR + EN) on any writing task involving references, citations, or bibliographic claims, or when the user asks to "verify citations", "check sources", "audit references", "validate bibliography", "produce receipts", "/paper-trail:audit-article", "/paper-trail:receipts". Produces a structured RECEIPTS.md report classifying each citation as VALID / ADJUST / INVALID with reason. Optional --warn mode inserts inline warnings into a .bak copy of the source document. Combined with sota-auditor (upstream existence audit), this skill is the **downstream** per-claim check.
citation-check-skill
Vision-enabled verification gate with web search. Use when users want to (1) verify slides/reports/PDFs/images against authoritative online sources, (2) validate that citations actually exist and say what's claimed, (3) check charts/graphs/tables for accuracy, (4) audit AI-generated content in doc-only mode (no external knowledge). Two modes - search mode validates against web, doc-only mode ensures everything traces to provided documents. Supports content in any language.
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.