02-bib-verify

1# BibTeX Verification Skill
2 
3Check every entry in a `.bib` file against real academic databases using the
4OpenJudge `PaperReviewPipeline` in BibTeX-only mode:
5 
61. **Parse** — extract all entries from the `.bib` file
72. **Lookup** — query CrossRef, arXiv, and DBLP for each reference
83. **Match** — compare title, authors, year, and DOI
94. **Report** — flag each entry as `verified`, `suspect`, or `not_found`
10 
11## Prerequisites
12 
13```bash
14pip install py-openjudge litellm
15```
16 
17## Gather from user before running
18 
19| Info | Required? | Notes |
20|------|-----------|-------|
21| BibTeX file path | Yes | `.bib` file to verify |
22| CrossRef email | No | Improves CrossRef API rate limits |
23 
24## Quick start
25 
26```bash
27# Verify a standalone .bib file
28python -m cookbooks.paper_review --bib_only references.bib
29 
30# With CrossRef email for better rate limits
31python -m cookbooks.paper_review --bib_only references.bib --email your@email.com
32 
33# Save report to a custom path
34python -m cookbooks.paper_review --bib_only references.bib \
35  --email your@email.com --output bib_report.md
36```
37 
38## Relevant options
39 
40| Flag | Default | Description |
41|------|---------|-------------|
42| `--bib_only` | — | Path to `.bib` file (required for standalone verification) |
43| `--email` | — | CrossRef mailto — improves rate limits, recommended |
44| `--output` | auto | Output `.md` report path |
45| `--language` | `en` | Report language: `en` or `zh` |
46 
47## Interpreting results
48 
49Each reference entry is assigned one of three statuses:
50…