Individual skill
01-paper-review
Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology, economics, psychology, environmental_science, mathematics, social_sciences. Use when the user asks to review, evaluate, critique, or assess a research paper, check references, or verify a BibTeX file.
skills/academic-eval/01-paper-review/SKILL.md
Source commit 6416629995e5309cfce3b02ae30ae585797ec398
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,080
- Repository last updated
- Nov 7, 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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# Paper Review Skill
Multi-stage academic paper review using the OpenJudge `PaperReviewPipeline`:
1. **Safety check** — jailbreak detection + format validation
2. **Correctness** — objective errors (math, logic, data inconsistencies)
3. **Review** — quality, novelty, significance (score 1–6)
4. **Criticality** — severity of correctness issues
5. **BibTeX verification** — cross-checks references against CrossRef/arXiv/DBLP
## Prerequisites
```bash
# Install OpenJudge