academic-paper-reviewer
Skill18 starsChanged 8 months agoLicence not identifiedView on GitHub
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, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
We split this skill into the rules it gives an agent
2 rules. 0 are common, 0 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 8
- Imbad0202/academic-research-skills★ 54k29% same
- costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills★ 4950% same
- crazymsn/academic-scholar-skills★ 28100% same
- nullptr-DZF/dsh-academic-research-skills★ 1650% same
- zi-yue-1129/research-lab-skills★ 997% same
- echoleesong/claude-skills-plugin★ 497% same
- GPTtang/skill-atlas★ 459% same
- modbusLV/dsh-academic-research-skills★ 028% same
Wrote their own version · 2
- zebbern/claude-code-guide★ 4.7ksame name
- komunite/kalfa★ 245same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- .claude/CLAUDE.mdCLAUDE.md
- academic-paper-cnSkill
- academic-paper-reviewer-cnSkill
- academic-paperSkill
- academic-pipeline-cnSkill
- academic-pipelineSkill
- deep-research-cnSkill
- deep-researchSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.