Individual skill
02-bib-verify
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.
skills/academic-eval/02-bib-verify/SKILL.md
Source commit eb34c3b94c908d875eda025e7863bc765c44ad76
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- Matches the observed repository HEAD
- Yes
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- Yes
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- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
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- 1,090
- Repository last updated
- Nov 10, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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# 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