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scientific-critical-thinking

Evaluate scientific claims using GRADE and Cochrane risk-of-bias assessments.

1|Updated Sep 30, 2025
Search Tags:#critical-thinking#systematic-review#GRADE#bias-detection#evidence-evaluation#research-methodology#Cochrane-ROB
Ready to run
npx skills add https://github.com/AI4EFin/AdaptiveWIN-SHAP --skill scientific-critical-thinking-ai4efin
💬 Prompt for ChatGPT / Claude Chat▼
Please help me install this Agent Skill.
Skill: scientific-critical-thinking
Source: https://github.com/AI4EFin/AdaptiveWIN-SHAP/tree/main/.claude/skills/scientific-critical-thinking
Command: npx skills add https://github.com/AI4EFin/AdaptiveWIN-SHAP --skill scientific-critical-thinking-ai4efin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a rigorous framework for evaluating scientific claims, including methodology critique, bias detection, and evidence quality assessments (GRADE, Cochrane ROB), to improve critical thinking and decision-making.

Core Features & Use Cases

  • Methodology critique: Systematically assess study design, validity, confounding, and bias risks.
  • Evidence appraisal: Apply GRADE/ROB to rate evidence quality and certainty.
  • Systematic reviews: Guide planning, data extraction, synthesis, and reporting.
  • Visual schematics: Generate diagrams to communicate frameworks and workflows (via the provided guidance or the 'scientific-schematics' tool).

Quick Start

Evaluate a research paper by applying a risk-of-bias and evidence-quality assessment, then summarize strengths and limitations in a short report.