skills/claude-scientific-skills
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scientific-thinking/scientific-visualization/SKILL.md
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@@ -7,17 +7,11 @@ description: "Create publication figures with matplotlib/seaborn/plotly. Multi-p
## Overview
This skill provides comprehensive guidance, tools, and best practices for creating publication-ready scientific figures. It covers proper figure composition, colorblind-friendly design, journal-specific requirements, and practical implementation using matplotlib, seaborn, and plotly.
Publication-ready figures must be:
- **Clear**: Immediately understandable with proper labeling
- **Accurate**: Truthful data representation without distortion
- **Accessible**: Interpretable by readers with color vision deficiencies
- **Professional**: Polished appearance meeting journal standards
Scientific visualization transforms data into clear, accurate figures for publication. Create journal-ready plots with multi-panel layouts, error bars, significance markers, and colorblind-safe palettes. Export as PDF/EPS/TIFF using matplotlib, seaborn, and plotly for manuscripts.
## When to Use This Skill
Activate this skill when:
This skill should be used when:
- Creating plots or visualizations for scientific manuscripts
- Preparing figures for journal submission (Nature, Science, Cell, PLOS, etc.)
- Ensuring figures are colorblind-friendly and accessible