scientific-critical-thinking

Critique scientific claims for rigor, bias, and evidential quality.

2|Updated Oct 29, 2025

Search Tags:#critical-thinking #research-design #scientific-method #bias-detection #evidence-evaluation #claim-evaluation #logic-fallacies

Ready to run

npx skills add https://github.com/shanelindsay/agentic-r --skill scientific-critical-thinking-shanelindsay

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scientific-critical-thinking
Source: https://github.com/shanelindsay/agentic-r/tree/main/skills/scientific-thinking/scientific-critical-thinking
Command: npx skills add https://github.com/shanelindsay/agentic-r --skill scientific-critical-thinking-shanelindsay

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill provides a structured framework for evaluating scientific claims, assessing methodology, bias, statistics, evidence quality, and logical reasoning to improve critical analysis.

Core Features & Use Cases

Methodology critique: Evaluate study design, validity, and measurement quality.
Bias and fallacy detection: Identify cognitive, measurement, and analytical biases and common logical fallacies.
Evidence assessment: Apply evidence hierarchies (GRADE/Cochrane ROB), appraise study quality, and synthesize converging evidence.
Research design guidance: Offer planning guidance for rigorous studies.
Claim evaluation: Systematically assess claims for support, limitations, and logical coherence.

Quick Start

Analyze a given scientific claim using the included frameworks to generate a structured critique.

Frequently Asked Questions about scientific-critical-thinking

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

FAQPage Schema

How do I critique a research paper for methodological flaws and bias?▼

To critique a research paper for methodological flaws and bias, systematically evaluate study design, validity, and measurement quality using established checklists to identify cognitive and analytical biases.

What is the best way to evaluate scientific claims and evidence quality?▼

Evaluating scientific evidence quality requires applying established evidence hierarchies like GRADE or Cochrane ROB to systematically appraise study quality, assess limitations, and synthesize converging evidence for claim evaluation.

How do I detect logical fallacies in media reports about scientific studies?▼

Detecting logical fallacies in media reports involves systematically assessing claims for support and logical coherence, applying checklists to identify unsupported conclusions and analytical biases in the reported findings.

Can I use established frameworks to appraise grant applications and research proposals?▼

Yes, you can apply established evaluation frameworks to rigorously appraise grant applications and research proposals, systematically assessing study design, evidential quality, and methodological soundness to identify potential flaws.

What frameworks are applied to assess study rigor and risk of bias?▼

Frameworks such as GRADE and Cochrane ROB are applied to assess study rigor and risk of bias, enforcing checklists for methodology critique, evidence assessment, and systematic claim evaluation.