peer-review

Evaluate manuscripts and grant proposals using a structured checklist framework.

48|6|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill peer-review-qinyan-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: peer-review
Source: https://github.com/qinyan-ai/qinyan-academic-skills/tree/main/skills/02-%E7%A7%91%E5%AD%A6%E5%86%99%E4%BD%9C%E4%B8%8E%E5%AD%A6%E6%9C%AF%E4%BA%A4%E6%B5%81/peer-review
Command: npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill peer-review-qinyan-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Structured manuscript and grant review can be inconsistent and time-consuming; this skill provides a rigorous, checklist-based framework to ensure methodological rigor, statistical validity, and clear, constructive feedback.

Core Features & Use Cases

  • Checklist-driven evaluation: Systematically assess methods, statistics, reporting standards, and ethics.
  • Structured feedback: Produce actionable, line-item comments and recommendations for authors.
  • Guideline alignment: Verify adherence to major reporting standards (CONSORT, STROBE, PRISMA, ARRIVE, MIAME) across disciplines.
  • Use Case: A reviewer uses this skill to evaluate a manuscript submission and draft a comprehensive, guideline-aligned review report.

Quick Start

Load the manuscript into the review context and apply the standardized evaluation checklist to generate the initial assessment.

Frequently Asked Questions about peer-review

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

FAQPage Schema
How do I write a structured manuscript review with constructive feedback?

To write a structured manuscript review, use a checklist-driven framework to systematically evaluate methodology, statistics, reporting standards, and ethics, generating actionable line-item feedback for the authors.

What is the best way to evaluate a manuscript for CONSORT or PRISMA guideline adherence?

Evaluating guideline adherence involves applying a structured checklist to verify compliance with major reporting standards like CONSORT, STROBE, and PRISMA across disciplines, ensuring methodological rigor and statistical validity.

How do I critique research methodology and statistics during peer review?

Critique research methodology by applying a standardized evaluation checklist to systematically assess study design, statistical validity, and ethical considerations, producing rigorous and constructive manuscript feedback.

Can I use a checklist-based framework for reviewing grant proposals and funding applications?

Yes, this checklist-based evaluation framework is applicable across journals, conferences, and funding reviews, providing a rigorous structure to assess grant proposals and generate comprehensive review reports.

How do I generate an actionable peer review report for authors?

Generate an actionable peer review report by applying a structured evaluation checklist to the manuscript, producing clear, constructive line-item comments and recommendations for the authors.

What should I check when reviewing a manuscript for ethics and reporting standards?

When reviewing for ethics and reporting standards, assess adherence to guidelines like ARRIVE and MIAME, verify methodological rigor, and check statistical validity using a structured, checklist-based evaluation framework.