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Bib Verify

agentscope-ai/openjudge

Checks every entry in your BibTeX file against CrossRef, arXiv, and DBLP to catch hallucinated or fabricated citations. You get a three-tier verdict per reference: verified, suspect (field mismatches), or not found. The report breaks down exactly what's wrong at the field level, which is helpful when you're reviewing AI-generated bibliographies or auditing a paper before submission. It's a standalone mode of the OpenJudge PaperReviewPipeline, so you'll need to install py-openjudge and litellm. Adding your email to the CrossRef API calls improves rate limits. The output is a markdown report, and the whole thing runs from the command line without needing to feed it a full PDF.

GitHub stars
657
last updated
Jun 9, 2026
View on GitHub

Install

$ npx -y skills add agentscope-ai/openjudge --skill bib-verify --agent claude-code

Installs into .claude/skills of the current project.

Files

Checks every entry in your BibTeX file against CrossRef, arXiv, and DBLP to catch hallucinated or fabricated citations. You get a three-tier verdict per reference: verified, suspect (field mismatches), or not found. The report breaks down exactly what's wrong at the field level, which is helpful when you're reviewing AI-generated bibliographies or auditing a paper before submission. It's a standalone mode of the OpenJudge PaperReviewPipeline, so you'll need to install py-openjudge and litellm. Adding your email to the CrossRef API calls improves rate limits. The output is a markdown report, and the whole thing runs from the command line without needing to feed it a full PDF.

Browse the repository on GitHub

Sponsors

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Details

Repository
github.com/agentscope-ai/openjudge
License
Apache-2.0
First seen
Jun 11, 2026

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