skills/claude-scientific-skills
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Timothy Kassis
2025-10-21 09:33:30 -07:00
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scientific-thinking/scientific-critical-thinking/SKILL.md
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name: scientific-critical-thinking
description: "Apply systematic scientific critical thinking to rigorously evaluate research methodology, statistical analyses, evidence quality, and scientific claims. Use this skill when: analyzing research papers for methodological flaws and biases; evaluating experimental designs for validity threats; assessing statistical methods, power, multiple comparisons, and effect sizes; identifying logical fallacies and cognitive biases in scientific arguments; reviewing evidence hierarchies and GRADE criteria; critiquing causal claims vs correlational findings; evaluating study quality using established frameworks (Cochrane ROB, Newcastle-Ottawa); detecting publication bias, p-hacking, and selective reporting; assessing confounding, selection bias, and measurement validity; reviewing research proposals and study protocols; evaluating media reports of scientific findings; conducting systematic literature reviews; determining confidence levels in scientific conclusions; distinguishing between exploratory and confirmatory findings; and providing constructive methodological feedback for improving research rigor."
description: "Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims."
---
# Scientific Critical Thinking