caixiaoshun

Conference Paper Review Skill — Design skill for Claude Code

Design community

Claude Code skill: review AAAI/ICLR-style conference papers and fill the review form in a human reviewer style.

How to install Conference Paper Review Skill

This entry records only its repository, not the path inside it, so there is no exact command to give. Open caixiaoshun/conference-paper-review-skill and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Conference Paper Review Skill does

Claude Code skill: review AAAI/ICLR-style conference papers and fill the review form in a human reviewer style.

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README

paper-review skill

A Claude Code skill for reviewing conference submissions such as AAAI, ICLR, NeurIPS or ICML, and filling in the official review form in a style that reads like a human reviewer wrote it.

It focuses on removing the patterns that make a review look machine-written: long summaries, too many strength and weakness bullets, bold labels, category subheadings, parentheses, number dumps and assistant phrasing.

paper-review/
├── SKILL.md                     workflow, substance checklist, style rules
├── scripts/check_style.py       flags AI-looking patterns and section lengths
└── references/example-review.md fictional example review, before/after comparison

Install

Copy the `paper-review` folder into your skills directory:

git clone https://github.com/caixiaoshun/conference-paper-review-skill.git
cp -r conference-paper-review-skill/paper-review ~/.claude/skills/

Use

Put the paper PDF, the supplementary PDF and the review form template in a folder, then ask something like:

目录下有一篇文章和审稿模板，请以 AAAI 审稿人的视角审一下，并填写审稿意见

Check a review draft on its own:

python paper-review/scripts/check_style.py review.md

Requirements

pdftotext and pdftoppm from poppler, used to read the PDFs
Python 3

Note

Submissions under review are confidential. This skill tells the model not to upload papers or reviews anywhere. This repository contains no real submission and no real review.