peer-review

Evaluate manuscripts and grant proposals for methodological rigor and reporting quality.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/GongXLiang/plot-study --skill peer-review-gongxliang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: peer-review
Source: https://github.com/GongXLiang/plot-study/tree/main/.claude/plugins/cache/claude-scientific-writer/claude-scientific-writer/2f80d2aed0e6/.claude/skills/peer-review
Command: npx skills add https://github.com/GongXLiang/plot-study --skill peer-review-gongxliang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Systematically evaluate manuscripts and grant proposals for methodological rigor, reproducibility, and reporting quality.

Core Features & Use Cases

  • Structured, stage-based peer review workflow covering abstract, methods, results, discussion, and references.
  • Guided evaluation of statistical rigor, reporting standards, ethics, and data availability with checklists and notes.
  • Reference-linked guidance with references/reporting_standards.md and references/common_issues.md to calibrate assessments across venues.
  • Use Case: Ideal for journals conducting manuscript reviews, grant committees assessing proposals, and research teams performing internal quality audits.

Quick Start

Conduct a full Stage 1-7 peer-review workflow on a manuscript to generate structured feedback and improvement recommendations.

Frequently Asked Questions about peer-review

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

FAQPage Schema
How do I systematically evaluate a manuscript for methodological rigor and reproducibility?

To evaluate a manuscript for methodological rigor, use a structured peer-review workflow with stage-based assessments for abstract, methods, results, and references. This process applies checklists to systematically evaluate statistical rigor, reporting standards, and data availability.

What is the best way to review a grant proposal for reporting compliance and ethical standards?

The best way to review a grant proposal for reporting compliance is through a stage-based peer-review workflow. It applies guided evaluation checklists to assess ethical standards, reporting guidelines, and methodological reproducibility across disciplines.

Can I use stage-based peer review to audit internal research quality before journal submission?

Yes, you can use stage-based peer review for internal quality audits before journal submission. Research teams can apply structured checklists to evaluate statistical rigor and reporting quality, generating feedback to improve manuscript compliance.

How do structured checklists improve the peer-review process for statistical evaluation?

Structured checklists improve the peer-review process by enforcing standardized reporting and quality checks at each stage. They guide the statistical evaluation by calibrating assessments against common issues and established reporting standards.

Does peer review workflow support reproducibility assessments across different academic disciplines?

Yes, the peer review workflow supports reproducibility assessments across different academic disciplines. It applies systematic evaluation criteria and reference-linked guidance to calibrate methodological rigor and reporting quality assessments across various venues.

What common reporting issues should I look for during manuscript peer review?

During manuscript peer review, look for common reporting issues using reference-linked guidance on reporting standards. The workflow stages identify methodological gaps, statistical flaws, and reproducibility problems to provide structured improvement recommendations.