What evidence frameworks does this skill support?

The skill specifically applies the GRADE (Grading of Recommendations, Assessment, Development, and Evaluations) and Cochrane Risk of Bias (ROB) frameworks for evaluating evidence.

How does it help with scientific visualization?

It integrates with schematic generation tools to create publication-quality diagrams, flowcharts, and decision trees based on your research descriptions.

Can this skill help with statistical analysis?

Yes, it evaluates the appropriateness of statistical tests, identifies common pitfalls like p-hacking, and assesses sample size power and p-value interpretation.

Is this skill useful for literature surveys?

Absolutely. It is designed to assist in the pipeline of generating surveys by critically evaluating the quality and validity of multiple research sources.

Scientific Critical Thinking

Name: Scientific Critical Thinking
Author: Sologa

bySologa

0•

Data Science & ML

Evaluates scientific research rigor and evidence quality using standardized frameworks like GRADE and Cochrane.

The Scientific Critical Thinking skill provides a systematic framework for Claude to analyze scientific papers, experimental designs, and data-driven claims. It allows users to identify methodology flaws, detect cognitive or statistical biases, and assess evidence quality through industry-standard protocols. Beyond analysis, it facilitates the generation of publication-quality scientific schematics and diagrams to visualize complex research concepts, making it an essential tool for researchers conducting literature surveys, meta-analyses, or rigorous peer reviews.

Key Features

01Systematic Bias Detection (Selection, Measurement, and Analysis Biases)

02Methodology Critique & Experimental Design Assessment

03Evidence Quality Grading using GRADE & Cochrane Frameworks

04Statistical Validity & p-value Interpretation Review

05Automated Generation of Scientific Schematics and Flowcharts

060 GitHub stars

Use Cases

01Conducting systematic literature reviews and evidence synthesis

02Performing pre-publication peer reviews for methodological rigor

03Evaluating the reliability of scientific claims in academic or commercial research

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sologa/codex-pipeline scientific-critical-thinking

For use in Claude.ai and ChatGPT

Download Skill