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peer-review

Evaluate scientific manuscripts, grant proposals, and presentations against methodology and ethics checklists.

Updated Feb 3, 2026
Search Tags:#manuscript review#scientific evaluation#presentation review#peer review#research integrity#statistical rigor
One-click install
npx skills add https://github.com/loganylchen/skills --skill peer-review-loganylchen
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: peer-review
Source: https://github.com/loganylchen/skills/tree/main/peer-review
Command: npx skills add https://github.com/loganylchen/skills --skill peer-review-loganylchen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive toolkit for conducting rigorous and systematic peer reviews of scientific manuscripts, grant proposals, and presentations, ensuring high standards of scientific quality and integrity.

Core Features & Use Cases

  • Structured Review Process: Guides users through a multi-stage evaluation, from initial assessment to ethical considerations and writing quality.
  • Methodological & Statistical Rigor: Offers detailed checklists for assessing the technical soundness of research.
  • Reproducibility & Transparency: Evaluates adherence to open science principles and data availability standards.
  • Presentation Review: Includes a mandatory image-based workflow for evaluating slide decks, focusing on visual design, readability, and content clarity.
  • Use Case: A journal editor can use this Skill to guide a reviewer through evaluating a submitted manuscript, ensuring all critical aspects like methodology, statistics, and ethical compliance are thoroughly checked.

Quick Start

Use the peer-review skill to evaluate the attached manuscript draft, focusing on methodological rigor and statistical soundness.

Frequently Asked Questions about peer-review

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

FAQPage Schema
How do I conduct a systematic peer review of a scientific manuscript?▼

To conduct a systematic peer review, you evaluate manuscripts using structured checklists for methodology, statistics, design, reproducibility, and ethics. This process ensures rigorous scientific evaluation across all manuscript sections and reporting standards.

What should I check for when evaluating statistical rigor and methodology in a research proposal?▼

When evaluating statistical rigor and methodology, you assess technical soundness using detailed checklists. This includes reviewing the experimental design, reproducibility, transparency, and adherence to open science data availability standards.

Can I peer review a slide deck presentation for visual design and content clarity?▼

Yes, you can peer review a slide deck presentation using a mandatory image-based workflow. This evaluates visual design, readability, and content clarity specifically tailored for assessing presentation slide decks.

What is the best way to ensure research integrity and ethical compliance during manuscript evaluation?▼

To ensure research integrity and ethical compliance during manuscript evaluation, you follow a multi-stage review process. This specifically includes dedicated ethical considerations checklists alongside methodological and statistical assessments.

Does this peer review process work for evaluating grant proposals as well as journal submissions?▼

Yes, this peer review process works for evaluating grant proposals. The systematic scientific evaluation toolkit assesses methodology, statistics, design, reproducibility, and reporting standards across manuscripts, grant proposals, and presentations.

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