citesure: 230/230 integrity bench for academic citation gates

citesure gates LLM-era bibliographies before arXiv, journals, or coauthors do.

• Integrity bench 230/230
• Claims mini-bench 21/21
• --used-in for huge Overleaf libraries
• Open Library ISBN + arXiv disk cache
• Live: https://citesure.sybilgambleyyu.workers.dev/

pip install "git+https://github.com/SybilGambleyyu/citesure.git[pdf]"
citesure check refs.bib --used-in paper.tex

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Luis Cruz

Automation-focused AI Developer specializing in production LLM agent systems — tool-calling agents, multi-step orchestration, and RAG pipelines over vector databases

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  Mexico

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  National Autonomous University of Mexico

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  10+ years full-stack, the last several building agentic AI wired directly into live systems

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  May 7, 2026

• Jul 22

I found the --used-in flag particularly interesting, as it addresses a common pain point when working with large Overleaf libraries. By integrating Open Library ISBN and arXiv disk cache, citesure seems to provide a robust solution for ensuring bibliographic integrity. The fact that it achieved a perfect score on the integrity bench is impressive, and I’m curious to see how it handles edge cases, such as citations with multiple authors or non-standard publication formats. Have you considered adding support for other citation styles or formats, such as APA or MLA, to further broaden its applicability?

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