scientific-critical-thinking

Evaluate scientific research rigor using GRADE and Cochrane ROB frameworks.

2.3k|357|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/MaxMiksa/Auto-Company --skill scientific-critical-thinking-maxmiksa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-critical-thinking
Source: https://github.com/MaxMiksa/Auto-Company/tree/main/.claude/skills/scientific-critical-thinking
Command: npx skills add https://github.com/MaxMiksa/Auto-Company --skill scientific-critical-thinking-maxmiksa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a structured framework to rigorously evaluate scientific research, identify biases, assess evidence quality, and detect logical fallacies, ensuring sound conclusions are drawn from data.

Core Features & Use Cases

  • Methodology Critique: Assess experimental design, validity, and controls.
  • Bias Detection: Identify cognitive, methodological, and statistical biases.
  • Evidence Quality Assessment: Apply frameworks like GRADE to weigh evidence.
  • Logical Fallacy Identification: Detect errors in scientific reasoning.
  • Use Case: When reviewing a new medical study, use this Skill to systematically assess its methodology, identify potential biases in participant selection or data analysis, and determine the overall strength of the evidence supporting its conclusions.

Quick Start

Use the scientific-critical-thinking skill to evaluate the methodology of 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 the methodology and experimental design of a scientific research paper?

To evaluate research methodology, systematically critique experimental design, assess validity, verify controls, and check for confounding factors using structured assessment criteria. This ensures the methodology supports sound scientific conclusions from the data.

What is the best way to detect bias and assess evidence quality in a scientific study?

Detecting bias and assessing evidence quality involves identifying cognitive, methodological, and statistical biases, then applying standardized frameworks like GRADE and Cochrane ROB to weigh the overall strength and validity of the scientific evidence.

Can I use this Skill to review medical studies and systematic reviews?

Yes, you can use this Skill to review medical studies and systematic reviews. It applies critical analysis to scientific claims by examining study protocols, statistical reports, and participant selection to determine evidence strength.

How do I identify logical fallacies in scientific reasoning and data analysis?

Identifying logical fallacies in scientific reasoning requires examining the study's conclusions against its statistical validity and experimental design. This Skill detects reasoning errors to ensure sound conclusions are drawn from the data.

Does this critical thinking Skill require detailed statistical reports to evaluate research proposals?

Yes, evaluating research proposals requires detailed examination of study protocols, statistical reports, and bias assessment criteria. The Skill applies frameworks like GRADE to rigorously assess the proposed methodology and evidence quality.