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QualityPython

BibTeX Verification

by agentscope-ai

BibTeX Verification is a Quality skill for Claude Code, published by agentscope-ai in OpenJudge.

797 stars64 forkson agentscope-ai/OpenJudgeAdded 2026/08/23+1% in starsRepository updated 2026/08/03
agentagent-skillsai-agentalignmentevaluationgraderllmrewardreward-modelrlhfskill-mdskills
Install in seconds
Install BibTeX Verification
Copy BibTeX Verification into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/agentscope-ai/OpenJudge/tree/main/skills/bib-verify ~/.claude/skills/bib-verify

Requires Node.js. Downloads this skill only โ€” not the rest of the repository โ€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/agentscope-ai/OpenJudge.git

Clones the whole repository, then copy the skillโ€™s own directory into your skills folder yourself.

In this catalog

Source file
skills/bib-verify/SKILL.md in agentscope-ai/OpenJudge
Installs to
~/.claude/skills/bib-verify
Collection
One of 18 skills cataloged from this repository
Category
Quality โ€” 1354 skills

What BibTeX Verification does

BibTeX Verification checks each .bib entry against CrossRef, arXiv, and DBLP to find fake or mis-cited references. Use it to audit bibliography files and report entries as verified, suspect, or not found.

BibTeX Verification is cataloged under Quality on DirSkills. BibTeX Verification comes from a repository tagged agent, agent-skills, ai-agent, alignment and evaluation.

Documentation

README

BibTeX Verification Skill

Check every entry in a .bib file against real academic databases using the OpenJudge PaperReviewPipeline in BibTeX-only mode:

  1. Parse โ€” extract all entries from the .bib file
  2. Lookup โ€” query CrossRef, arXiv, and DBLP for each reference
  3. Match โ€” compare title, authors, year, and DOI
  4. Report โ€” flag each entry as verified, suspect, or not_found

Prerequisites

pip install py-openjudge litellm

This is the opening of the README. Read the full README on GitHub.

Frequently asked about BibTeX Verification

  • What else does agentscope-ai publish alongside BibTeX Verification?

    BibTeX Verification is one of 18 skills that DirSkills catalogs from agentscope-ai/OpenJudge, the repository it ships in. Its siblings there include Align Human, Auto Arena and Bootstrap. Each one is a separate skill with its own page in this directory, installs the same way BibTeX Verification does, and is maintained by agentscope-ai in that same repository. The rest of the collection is listed on the agentscope-ai/OpenJudge page.

  • How does BibTeX Verification compare to other Quality skills?

    BibTeX Verification ranks #975 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of BibTeX Verification against them. Open each page to compare what they document and how they install.

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