Scientific Visualization
Designs and audits publication figures built with Matplotlib, Seaborn or Plotly.
Install
Ships scriptsnpx skills add K-Dense-AI/scientific-agent-skills
Building a multi-panel figure, reviewing color and contrast, or preparing figure files for journal export.
- Author
- K-Dense Inc.
- License
- MIT
Starts from what the figure has to encode honestly — position on a common scale, uncertainty, missing observations — and only then moves to styling. Rather than trusting plotting defaults it opens the exported file and inspects it, and it checks whether color carries meaning that nothing else does. Journal-specific rules are applied only once the target venue and submission phase are actually known.
Similar skills
Matplotlib
SkillDirect control of Figure and Axes objects, down to the individual artist.
Scientific Writing
SkillDrafts and audits manuscripts while keeping every claim tied to a traceable source.
Brand Guidelines
SkillApplies Anthropic's own palette and type pairing to an artifact.
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