self-review

Critically assess research papers for strengths and weaknesses in markdown.

5|1|Updated Apr 7, 2026
One-click install
npx skills add https://github.com/Fzkuji/Research-Agent-Harness --skill self-review-fzkuji
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-review
Source: https://github.com/Fzkuji/Research-Agent-Harness/tree/main/skills/self-review
Command: npx skills add https://github.com/Fzkuji/Research-Agent-Harness --skill self-review-fzkuji

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a thorough, critical review of your own research paper, identifying potential weaknesses and strengths before submission.

Core Features & Use Cases

  • Critical Review: Offers a detailed critique focusing on the paper's core claims, evidence, and standard failure modes.
  • Customization: Allows users to specify focus areas and target venues for tailored feedback.
  • Output: Generates a structured critique in markdown format, highlighting major, medium, and minor issues, along with specific recommendations.

Quick Start

Run the self-review skill on your paper 'my_paper.md' to get a detailed critique.

Frequently Asked Questions about self-review

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

FAQPage Schema
How do I perform a critical self-assessment of my research paper before submission?

A critical self-assessment of your research paper involves evaluating core claims, supporting evidence, and structural flaws against academic standards to identify strengths and weaknesses prior to submission.

Can I customize the paper review to focus on specific academic writing issues?

Yes, you can customize the paper review by specifying focus areas and target venues, which tailors the generated critique to highlight major, medium, and minor issues relevant to your publication goals.

How does a self-review critique identify standard failure modes in academic writing?

A self-review critique identifies standard failure modes by analyzing the paper's structure, evaluating the robustness of evidence, and checking adherence to academic standards to flag potential weaknesses.

Do I need Python and markdown formatting to generate a research critique?

Yes, generating this structured research critique requires Python for script execution and markdown formatting to output the organized assessment of major, medium, and minor paper issues.

What is the best way to review my own paper for structural and evidence weaknesses?

The best way to review your own paper for weaknesses is to run a critical self-assessment script that evaluates structural integrity, evidence robustness, and academic compliance, outputting a detailed markdown critique.

What are the limitations of using an automated script for academic paper review?

An automated script for academic paper review operates within the scope of predefined academic standards, meaning it may miss nuanced, highly specialized domain logic or fail to replicate the subjective depth of human peer review.