academic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, and Socratic guided modes.
Install / Use
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-reviewerInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Customer SupportSupported Platforms
Our assessment of academic-paper-reviewer
academic-paper-reviewer scores 87/100 on our quality scale, 94th of 172 Customer Support skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 4 days ago, so academic-paper-reviewer is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
academic-paper-reviewer compared with similar skills
All 4 of these similar skills score higher than academic-paper-reviewer; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| academic-paper-reviewer (this skill)by brycewang-stanford | 87 | 4.4k | 4d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 6d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 6d ago | SKILL.md |
Frequently asked questions
- How do I install academic-paper-reviewer?
- Run
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-reviewer. The install tabs above show the steps for each supported agent. - Which AI agents does academic-paper-reviewer work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is academic-paper-reviewer safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is academic-paper-reviewer still maintained?
- The repository was last updated 4 days ago, so academic-paper-reviewer is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.