citation-verification

Solid

This 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.

AI & Automation 4,135 stars 374 forks Updated today MIT

Install

View on GitHub

Quality Score: 96/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Citation Verification Reference Guide A reference guide for citation verification in academic paper writing, providing verification principles and best practices. **Core Principle**: Proactively verify every citation during the writing process using WebSearch and Google Scholar. ## Core Problems Citation issues in academic papers seriously impact research integrity: 1. **Fake citations** - Citing non-existent papers (common issue with AI-generated citations) 2. **Incorrect information** - Mismatched authors, titles, years, etc. 3. **Inconsistent formatting** - Mixed citation formats 4. **Missing citations** - Referenced but uncited work These issues can lead to: - Paper rejection or retraction - Damage to academic reputation - Reviewers questioning research rigor **Special risk with AI-assisted writing**: AI-generated citations have approximately 40% error rate; every citation must be verified via WebSearch. ## Verification Principles This skill provides verification principles based on WebSearch and Google Scholar: ### 1. Proactive Verification (Verify During Writing) **Core idea**: Verify immediately when adding a citation, rather than checking after writing is complete. - Search for the paper via WebSearch each time a citation is needed - Confirm the paper exists on Google Scholar - Add to bibliography only after verification passes ### 2. Google Scholar Verification **Why Google Scholar**: - Most comprehensive academic literature coverage - Provides citati...

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

AI & Automation Listed

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.

0 Updated today
moonweave
AI & Automation Solid

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.

11,152 Updated today
wanshuiyin
Data & Documents Listed

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.

2 Updated 4 days ago
roomi-fields
Data & Documents Listed

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.

97 Updated 4 months ago
serenakeyitan
Data & Documents Listed

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.

0 Updated today
sbalci