critique-bio-manuscript

Critique bioinformatics manuscripts for methodological flaws and data leakage.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/CHENyiru3/AI-Skills-Collections --skill critique-bio-manuscript
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: critique-bio-manuscript
Source: https://github.com/CHENyiru3/AI-Skills-Collections/tree/main/skills-market/compbio/expert-workflows/critique-bio-manuscript
Command: npx skills add https://github.com/CHENyiru3/AI-Skills-Collections --skill critique-bio-manuscript

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers and AI agents evaluate bioinformatics manuscripts by identifying missing baselines, methodological flaws, and data leakage, enabling rigorous critique without writing the paper.

Core Features & Use Cases

  • Baseline and methodology critique across common bioinformatics workflows.
  • Data leakage checks for train/test splits and potential leakage of spatial coordinates or correlated data.
  • Limitations and practical considerations, with a structured reviewer-style report.

Quick Start

Provide a manuscript (PDF or text) to the agent and ask it to generate a formal reviewer critique following the specified criteria.

Frequently Asked Questions about critique-bio-manuscript

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

FAQPage Schema
How do I critique a bioinformatics manuscript for data leakage and missing baselines?

To critique a bioinformatics manuscript for data leakage and missing baselines, provide the paper to an agent to act as a peer reviewer. It identifies methodological flaws across train/test splits and delivers a markdown report with Major and Minor Comments.

What is data leakage in computational biology train and test splits?

Data leakage in computational biology train/test splits happens when correlated data or spatial coordinates overlap between sets. This skill checks manuscripts for such leakage to ensure rigorous methodological critique.

How do I write a formal peer review report for a computational biology paper?

Write a formal peer review report by evaluating baseline comparisons, biological validation, and limitations. This skill formats the critique into a markdown reviewer-style report separated into Major Comments and Minor Comments.

Does this manuscript evaluation method check for biological validation and limitations?

Yes, this manuscript evaluation method checks for biological validation and limitations. It systematically critiques these areas alongside baseline comparisons and data leakage to deliver a comprehensive reviewer-style report.

Can I use a PDF manuscript to generate a reviewer critique report?

Yes, you can use a PDF manuscript to generate a reviewer critique report. Provide the PDF or text directly to the agent and ask it to evaluate the methodology following the specified reviewer criteria.