Individual skill
scientific-critical-thinking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.
plugins/KalarisLabs/research-agent-skills/skills/scientific-critical-thinking/SKILL.md
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SKILL.mdcore · 11,471 bytesSKILL.mdcore · 11,471 bytesreferences/common_biases.mddoc · 11,093 bytesreferences/core_capabilities.mddoc · 15,984 bytesreferences/evidence_hierarchy.mddoc · 13,648 bytesreferences/experimental_design.mddoc · 16,107 bytesreferences/logical_fallacies.mddoc · 18,014 bytesreferences/scientific_method.mddoc · 6,100 bytesreferences/statistical_pitfalls.mddoc · 15,726 bytes
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# Scientific Critical Thinking
## Overview
Critical thinking is a systematic process for evaluating scientific rigor. Assess methodology, experimental design, statistical validity, biases, confounding, and evidence quality using GRADE and Cochrane ROB frameworks. Apply this skill for critical analysis of scientific claims.
## When to Use This Skill
This skill should be used when:
- Evaluating research methodology and experimental design
- Assessing statistical validity and evidence quality
- Identifying biases and confounding in studies
- Reviewing scientific claims and conclusions
- Conducting systematic reviews or meta-analyses