paper-critic

Simulate rigorous peer review to identify weaknesses in research proposals.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/BraveDistribution/claude-skills --skill paper-critic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-critic
Source: https://github.com/BraveDistribution/claude-skills/tree/main/paper-critic
Command: npx skills add https://github.com/BraveDistribution/claude-skills --skill paper-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers critically evaluate research proposals by simulating a rigorous peer review process, identifying weaknesses, and stress-testing claims before publication.

Core Features & Use Cases

  • Adversarial critique covering novelty, methodology, experiments, and writing.
  • Venue-targeted feedback (CVPR, NeurIPS, MICCAI, etc.).
  • Structured evaluation and kill-shot identification to guide revisions.

Quick Start

Provide a rigorous, point-by-point critique of the user's research proposal as a top-tier reviewer.

Frequently Asked Questions about paper-critic

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get peer review feedback on my research proposal before submission?

To get peer review feedback on a research proposal, you need a tool that simulates a rigorous reviewer process to identify weaknesses and stress-test claims. This skill provides adversarial critique covering novelty, methodology, and experimental design to improve publishability.

What is a novelty check and how does it improve my draft paper?

A novelty check evaluates your draft paper against existing literature to identify true contributions. This skill performs simulated scientific peer review to assess novelty, methodology, and writing, providing actionable, reviewer-style feedback for revisions.

Can I use this to simulate a reviewer for CVPR or NeurIPS venues?

Yes, you can simulate a reviewer for CVPR, NeurIPS, or MICCAI venues. The skill provides venue-targeted feedback by applying current venue guidelines to your research proposal, identifying kill-shots and structured evaluation criteria specific to top-tier conferences.

Does this peer review critique work for medical imaging research directions?

Yes, this peer review critique works for medical imaging and computer science research directions. It applies structured prompts to your detailed proposal input to generate methodology critique and experimental design assessment tailored to your specific domain.

What is the best way to critique experimental design in a research proposal?

The best way to critique experimental design is through adversarial review that identifies methodological weaknesses and kill-shots. This skill evaluates your experimental setup, checks claims, and provides structured, actionable feedback to guide revisions before publication.

What limitations exist when using simulated peer review for a draft paper?

When using simulated peer review for a draft paper, limitations include the requirement for a detailed proposal input and current venue guidelines access. It simulates reviewer feedback but cannot replace actual human expert validation for final publication decisions.