02-bib-verify SKILL.md skillA
02-bib-verify from agentscope-ai/openjudge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentscope-ai/openjudge/02-bib-verify@git:20260911.d1e0642Pins git:20260911.d1e0642 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentscope-ai/openjudge
- Path
skills/academic-eval/02-bib-verify/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260911.d1e0642, committed Sep 11, 2026
- Size
- 2,750 bytes
- Repository stars
- 1,020
- License
- Apache-2.0
Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# BibTeX Verification Skill Check every entry in a `.bib` file against real academic databases using the OpenJudge `PaperReviewPipeline` in BibTeX-only mode: 1. **Parse** — extract all entries from the `.bib` file 2. **Lookup** — query CrossRef, arXiv, and DBLP for each reference 3. **Match** — compare title, authors, year, and DOI 4. **Report** — flag each entry as `verified`, `suspect`, or `not_found` ## Prerequisites ```bash pip install py-openjudge litellm ``` ## Gather from user before running | Info | Required? | Notes | |------|-----------|-------| | BibTeX file path | Yes | `.bib` file to verify | | CrossRef email | No | Improves CrossRef API rate limits | ## Quick start ```bash # Verify a standalone .bib file python -m cookbooks.paper_review --bib_only references.bib # With CrossRef email for better rate limits python -m cookbooks.paper_review --bib_only references.bib --email your@email.com # Save report to a custom path python -m cookbooks.paper_review --bib_only references.bib \ --email your@email.com --output bib_report.md ``` ## Relevant options | Flag | Default | Description | |------|---------|-------------| …
Read the whole file at its exact version.
How to install
mdr add agentscope-ai/openjudge/02-bib-verify@sha256:0360ea4c3e29fc63The line at the top of this page pins the label git:20260911.d1e0642, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_a25pw7aq4h7ndrio)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2750 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agentscope-ai/openjudge · 1,020 stars · license Apache-2.0 · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a25pw7aq4h7ndrio GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/openjudge/02-bib-verify GET https://markdownregistry.com/api/v1/blob/0360ea4c3e29fc633f67ac0e2cc3b456721fb5b9915214939b6e1fee51d20f4f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.