PaperJury skill
A skill that stress-tests a research paper before submission: mocks a review, gives a verdict, helps revise and re-verify
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- Last commit
- MIT
Minimal access
Why this level
- The skill analyzes text and gives recommendations, with no action in external systems
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add skills/paperjuryDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewMinimal accessThe tool runs nothing and makes no network calls.
- The skill analyzes text and gives recommendations, with no action in external systems
This is third-party code. Review the repository files before installing.
What it does
PaperJury runs a paper through a mock review before submission. The skill analyzes the work, issues a verdict with comments, helps revise weak spots and then re-verifies the result. It works in four modes: review, verdict, revise and verify, giving the author a reviewer's view in advance. It installs as a Claude Code plugin or by cloning into the skills directory.
Who it is for. For researchers and paper authors preparing a submission for peer review.
Good fit when
- You want a reviewer's view of a paper before submission
- You need weak spots analysis and a revision plan
- You need to re-verify the paper after edits
Not a fit when
- You need official peer review, not a practice run
- The work is not a research paper
Example request
Run my paper as a reviewer: give a verdict and a list of comments before submissionLimitations
The skill mocks a review and does not replace real reviewers or a journal decision. Analysis quality depends on the agent's model. It assesses the writing and argument, not experiment reproduction or raw data verification.
How to disable. Uninstall via /plugin or remove the skill folder from ~/.claude/skills.
FAQ
What modes does the skill have?
Review, verdict, revise and verify, to go through the whole cycle before submission.
Does it replace real reviewers?
No, it is a practice run for preparation, not official peer review.
Discussion
No questions or reviews yet.
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README in short
The README introduces PaperJury as a Claude Code skill for stress-testing a research paper before submission. It works in review, verdict, revise and verify modes, giving the author a reviewer's view in advance. It installs via /plugin commands or by cloning the repository into the skills directory. It has a dedicated project page. MIT licensed.