What is the Peer Review Claude Code skill?

It is a specialized toolkit that guides Claude through a systematic process for evaluating scientific work, focusing on methodology, statistics, design, and ethics.

Can this skill help with statistical analysis review?

Absolutely. It evaluates statistical assumptions, sample sizes, power calculations, and the appropriateness of parametric versus non-parametric tests.

Does it support specific scientific reporting standards?

Yes, it specifically checks for compliance with major reporting guidelines including CONSORT, STROBE, PRISMA, and ARRIVE.

How does it handle ethical considerations in research?

The skill includes a dedicated stage for auditing IRB/IACUC approvals, informed consent documentation, patient privacy, and potential conflicts of interest.

Scientific Peer Review

Name: Scientific Peer Review
Author: ricable

byricable

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数据科学与机器学习

Conducts rigorous, systematic evaluations of scientific manuscripts and grant proposals across various research disciplines.

This skill empowers Claude to perform high-level scientific critical evaluations, functioning as a virtual peer reviewer. It provides a structured framework for assessing research methodology, statistical rigor, reproducibility, and ethical compliance. By following a multi-stage workflow—from initial assessment to detailed section-by-section analysis—the skill ensures that reviews are constructive, objective, and aligned with international reporting standards such as CONSORT, STROBE, and PRISMA. It is an essential tool for researchers, journal editors, and grant evaluators looking to uphold the highest standards of scientific integrity and clarity.

主要功能

01Compliance checking against global reporting standards like CONSORT and PRISMA

02Deep statistical evaluation of effect sizes, p-values, and power calculations

03Structured generation of professional, hierarchical peer review reports

041 GitHub stars

05Multi-stage systematic review workflow from initial assessment to ethical audit

06Integrity assessment for figures, data visualization, and image manipulation

使用场景

01Conducting pre-submission internal reviews to identify potential manuscript flaws

02Drafting comprehensive peer review reports for scientific journals

03Critiquing grant proposals to improve methodology and research design

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ricable/ultimate-ai-agent peer-review

For use in Claude.ai and ChatGPT

Download Skill