scientific-critical-thinking

Evaluate scientific research methodology, statistical validity, and biases using GRADE and Cochrane ROB frameworks.

Updated Feb 3, 2026
One-click install
npx skills add https://github.com/loganylchen/skills --skill scientific-critical-thinking-loganylchen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-critical-thinking
Source: https://github.com/loganylchen/skills/tree/main/scientific-critical-thinking
Command: npx skills add https://github.com/loganylchen/skills --skill scientific-critical-thinking-loganylchen

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users systematically evaluate the quality, validity, and rigor of scientific research, identifying potential biases and logical fallacies.

Core Features & Use Cases

  • Methodology Critique: Assess experimental design, validity, and controls.
  • Bias Detection: Identify cognitive, selection, measurement, and analysis biases.
  • Statistical Evaluation: Review statistical methods, p-values, and effect sizes.
  • Evidence Quality: Evaluate evidence strength using frameworks like GRADE.
  • Logical Fallacy Identification: Detect errors in scientific reasoning.
  • Use Case: When reviewing a new research paper, use this Skill to critically assess its methodology, identify any potential biases, and determine the strength of its conclusions.

Quick Start

Critically evaluate the research paper located at /path/to/research_paper.pdf.

Frequently Asked Questions about scientific-critical-thinking

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

FAQPage Schema
How do I evaluate research methodology and identify biases in a scientific paper?

To evaluate research methodology and identify biases, this Skill assesses experimental design, validity, and controls, specifically detecting selection, measurement, and cognitive biases using frameworks like Cochrane ROB.

What is the best way to assess evidence quality using GRADE?

The best way to assess evidence quality using GRADE is to apply this Skill to systematically evaluate research rigor, statistical validity, and methodology to determine the strength of reported findings.

How do I review statistical methods and p-values for research validity?

You review statistical methods and p-values for research validity by processing study protocols and reported findings through this Skill, which analyzes statistical methods and effect sizes to detect analytical errors.

Can I detect logical fallacies in scientific reasoning and study protocols?

Yes, you can detect logical fallacies in scientific reasoning by using this Skill to critically analyze study protocols, identify errors in scientific reasoning, and evaluate the validity of experimental claims.

Does this critical thinking evaluation require specific input formats for research papers?

This critical thinking evaluation requires detailed input of study protocols, statistical methods, and reported findings, allowing you to process research papers, such as local PDF files, for comprehensive analysis.

When do I need to use frameworks like Cochrane ROB for bias detection?

You need to use frameworks like Cochrane ROB for bias detection when reviewing new scientific research to systematically identify potential selection, measurement, and analysis biases affecting experimental design validity.