Matplotlib
Direct control of Figure and Axes objects, down to the individual artist.
Install
Ships scriptsgh skill install K-Dense-AI/scientific-agent-skills matplotlib
Building or customizing a plot at the Figure/Axes level: custom plot types, rcParams, subplots, animations, 3D axes, PDF/SVG export.
- Author
- K-Dense Inc.
- License
- Matplotlib License (PSF-based)
This is the low-level layer: the object-oriented Figure and Axes API rather than the stateful pyplot shortcuts, for plot types no higher-level library provides. Styling and rcParams, multi-panel layouts, animations, 3D axes and export to PNG, PDF or SVG are documented together with the backend problems that come with them. Two scripts ship alongside it, a plot template and a style configurator, plus a reference file collecting the errors people hit most often. Figure-level design decisions and journal formatting are handed off to the scientific-visualization skill.
Similar skills
pysam
SkillReads and writes BAM, CRAM and VCF files from Python through HTSlib.
Scientific Visualization
SkillDesigns and audits publication figures built with Matplotlib, Seaborn or Plotly.
API Design Principles
SkillDecides REST and GraphQL shapes before any endpoint is written.
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