skills/claude-scientific-skills
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Update SKILL.md files to add double quotation marks for all skills, ensuring clarity and consistency across all entries.

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Haoxuan "Orion" Li
2025-10-20 20:51:50 -07:00
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scientific-packages/matplotlib/SKILL.md
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---
name: matplotlib
description: Python's foundational data visualization library for creating publication-quality plots, charts, and scientific figures. Use this skill for any visualization task including line plots, scatter plots, bar charts, histograms, heatmaps, contour plots, 3D visualizations, subplots, animations, and statistical plots. Essential for data analysis visualization, scientific plotting, figure generation, plot customization, color mapping, exporting graphics (PNG, PDF, SVG), creating multi-panel figures, interactive plots, and integrating visualizations into reports, papers, presentations, or web applications. Covers both pyplot interface and object-oriented API with best practices for styling, layout management, accessibility, and performance optimization.
description: "Python's foundational data visualization library for creating publication-quality plots, charts, and scientific figures. Use this skill for any visualization task including line plots, scatter plots, bar charts, histograms, heatmaps, contour plots, 3D visualizations, subplots, animations, and statistical plots. Essential for data analysis visualization, scientific plotting, figure generation, plot customization, color mapping, exporting graphics (PNG, PDF, SVG), creating multi-panel figures, interactive plots, and integrating visualizations into reports, papers, presentations, or web applications. Covers both pyplot interface and object-oriented API with best practices for styling, layout management, accessibility, and performance optimization."
---
# Matplotlib