How does it handle statistical analysis assessment?

The skill evaluates statistical assumptions, sample size justifications, effect sizes, and whether appropriate corrections for multiple comparisons were applied.

Does it support specific reporting standards?

Yes, it includes checks for major reporting guidelines such as CONSORT, STROBE, PRISMA, and ARRIVE to ensure manuscripts meet international standards.

What is the Peer Review skill for?

It is a specialized toolkit for Claude Code designed to help researchers and reviewers systematically evaluate scientific manuscripts and grant proposals for technical and ethical soundness.

Can I use it to improve my own research paper?

Absolutely. It serves as an excellent self-assessment tool to identify potential gaps in methodology, statistics, or literature coverage before you submit to a journal.

Scientific Peer Review Toolkit

Name: Scientific Peer Review Toolkit
Author: lifangda

bylifangda

•

Data Science & ML

Provides a systematic framework for evaluating the methodology, statistics, and integrity of scientific manuscripts and grant proposals.

The Scientific Peer Review Toolkit is a specialized Claude Code skill designed to automate and standardize the critical evaluation of academic research. It guides users through a multi-stage workflow that assesses everything from initial novelty to deep statistical rigor, reproducibility, and ethical compliance. By implementing discipline-specific standards like CONSORT and PRISMA, this skill helps researchers and reviewers identify methodological flaws, verify data integrity, and generate structured, constructive feedback reports for journals or funding agencies.

Key Features

01Deep-dive assessment of statistical rigor and experimental design

0216 GitHub stars

03Automated generation of prioritized major and minor review comments

04Verification of data availability and reproducibility protocols

05Systematic section-by-section manuscript evaluation framework

06Compliance checking for reporting standards like CONSORT and PRISMA

Use Cases

01Conducting professional peer reviews for academic journal submissions

02Performing internal pre-submission audits of manuscripts to ensure high reporting standards

03Evaluating the technical feasibility and rigor of research grant applications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lifangda/claude-plugins peer-review

For use in Claude.ai and ChatGPT

Download Skill