paper reference checker

该 Skill 用于核查学术论文参考文献真伪：从 PDF、Overleaf、arXiv 链接或粘贴列表提取引用，按 DOI、arXiv ID、Google Scholar、CNKI 等数据库查询，按 VERIFIED、UNCERTAIN、NOT FOUND、FABRICATED 等状态判定并输出报告；附带提取规则、检索策略和判定标准参考文档，不包含可执行脚本或数据库订阅权限。

benchen4395

热度 58.97

最近更新 2026-05-11 17:40:44

分类：搜索依赖：联网浏览搜索应用场景：研究 / 报告撰写

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add paper-reference-checker

Metadata

name: paper-reference-checker
description: This skill should be used when the user asks to "check paper citations", "verify references", "detect fake citations", "validate bibliography", "check if papers exist", "查文献真伪", "检查论文引用", "验证参考文献", "识别虚假引用", or uploads a PDF/Overleaf document and wants to verify whether the cited papers genuinely exist. Provides systematic verification of academic references against Google Scholar, CNKI, arXiv, and other academic databases to detect AI-hallucinated or fabricated citations.
version: 1.2.1

Paper Reference Checker

Systematically verify academic references to detect AI-hallucinated or fabricated citations. Queries Google Scholar, arXiv, CNKI, and other databases.

Core Workflow

Phase 1: Citation Extraction (Token-Efficient First)

ALWAYS use targeted extraction before full-document reading — saves 80–95% tokens.

Input Type	Primary Method	Fallback
arXiv link	arxiv.org/html/{ID} → find references section	Full HTML, then PDF
PDF file	Last 15–20% of pages only	Expand to 30% → 50% → full
Overleaf link	Regex cite-keys from .tex → filter .bib/.bbl	Inline bibitem in .tex
Pasted list	Parse directly	—

Phase 2: Multi-Platform Querying (Priority Order)

DOI → https://doi.org/{DOI} — resolves = ✅ confirmed
arXiv ID → https://arxiv.org/abs/{ID} — match = ✅ confirmed
Google Scholar → search "Full Title"
arXiv search → arxiv.org/search/
CNKI → cnki.net
Fallbacks: Semantic Scholar · PubMed · IEEE Xplore · ACM DL · DBLP

Phase 3: Authenticity Judgment

Status	Label	Criteria
✅	VERIFIED	Found in ≥1 authoritative DB
⚠️	UNCERTAIN	Partial match
❌	NOT FOUND	No match across all queried channels
🔴	FABRICATED	Non-existent venue, unresolvable DOI
🔗	BROKEN CITATION	[?] marker in PDF body

Phase 4: Report Output

See examples/sample-report.md for full example.

Support Files

File	Purpose
references/citation-extraction.md	Format rules
references/search-strategies.md	Per-database query tactics
references/verification-criteria.md	Decision flowchart
scripts/extract_references.md	Full decision tree
examples/sample-report.md	Complete report example
examples/bibtex-example.bib	Annotated BibTeX

Databases

Google Scholar · arXiv · CNKI · Semantic Scholar · PubMed · IEEE Xplore · ACM DL · DBLP · DOI Resolver · Crossref