Scientific Critical Thinking
Evaluate scientific claims and evidence quality.
Install
npx skills add K-Dense-AI/claude-scientific-writer --skill scientific-critical-thinking -g -a claude-code -y- Repository
- K-Dense-AI/claude-scientific-writer2.5k
- Category
- Design
- Updated
- 5d ago
- License
- MIT license
- Context cost
- Mediumabout 2,358 tokens
- Runs scripts
- No, instructions only
What it does
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.
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
- Applying GRADE or Cochrane risk of bias assessments
- Providing critical analysis of research papers
Visual Aids (Optional)
Only add figures when the user explicitly requests a diagram (for example, a GRADE flowchart, bias decision tree, or evidence-quality framework).
When figures help:
- Critical thinking framework diagrams
- Bias identification decision trees
- Evidence quality assessment flowcharts
- GRADE or risk-of-bias evaluation frameworks
How to create figures:
- Preferred: Use the scientific-schematics skill for AI-generated diagrams from a natural-language description
- Alternative: Build figures in your usual tools (draw.io, PowerPoint, matplotlib, etc.)
Run from the repository root, with OPENROUTER_API_KEY set:
python skills/scientific-schematics/scripts/generate_schematic.py "GRADE evidence assessment flowchart with downgrade and upgrade factors" -o figures/grade_flowchart.png --doc-type report
Disclosure: AI schematic generation sends your prompt to OpenRouter (a third-party API). Do not include unpublished sensitive details unless that transmission is appropriate for your project.
