Is this skill useful for meta-analyses?

Absolutely; it is designed to assist in evidence synthesis by assessing the hierarchy and convergence of evidence across multiple independent studies.

Can this skill detect p-hacking or researcher bias?

Yes, it includes specific modules for identifying statistical pitfalls like p-hacking, as well as systematic reviews for cognitive, selection, and measurement biases.

Which frameworks does this skill use?

It leverages established scientific standards including GRADE (Grading of Recommendations, Assessment, Development, and Evaluations) and Cochrane Risk of Bias (ROB) to assess evidence quality.

What is the Scientific Critical Thinking skill?

It is a specialized capability for Claude Code designed to evaluate the rigor, methodology, and evidence quality of scientific research and academic papers.

Scientific Critical Thinking

Name: Scientific Critical Thinking
Author: jimmc414

byjimmc414

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324

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データサイエンスとML

Evaluates research rigor, methodology, and statistical validity using standardized frameworks like GRADE and Cochrane ROB.

This skill empowers Claude to perform high-level scientific peer review and critical analysis by providing a systematic framework for evaluating research rigor. It enables the assessment of experimental designs, detection of cognitive and sampling biases, validation of statistical inferences, and systematic weighing of evidence quality. Whether you are conducting meta-analyses or reviewing individual papers, this skill ensures that scientific claims are scrutinized through the lenses of internal validity, external validity, and logical consistency.

主な機能

01Systematic Bias Detection (Cognitive, Selection, and Measurement)

02Methodology Critique (Internal, External, and Construct Validity)

03Statistical Analysis Evaluation (Sample size, p-values, and effect sizes)

04324 GitHub stars

05Evidence Quality Assessment using GRADE and Cochrane frameworks

06Logical Fallacy Identification in scientific arguments

ユースケース

01Identifying potential biases and confounding factors in study designs

02Evaluating the validity and methodology of published research papers

03Conducting systematic reviews and weighing conflicting evidence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jimmc414/kosmos scientific-critical-thinking

For use in Claude.ai and ChatGPT

Download Skill