Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plots, line charts, bar charts, heatmaps, 3D plots, geographic maps, statistical distributions, financial charts, and dashboards. Supports both quick visualizations (Plotly Express) and fine-grained customization (graph objects). Outputs interactive HTML or static images (PNG, PDF, SVG).
8.1
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Excellent skill documentation for Plotly with clear description, comprehensive task knowledge, and well-organized structure. The description accurately conveys the skill's capabilities for creating interactive visualizations. SKILL.md provides practical guidance on choosing between APIs (Plotly Express vs Graph Objects), covers 40+ chart types, styling, interactivity, and export options with concrete code examples. The structure is logical with a helpful quick start, common workflows, and organized reference files. Novelty score is moderate because while Plotly offers many features, a skilled CLI agent could accomplish basic plotting tasks; the skill's value is strongest for complex visualizations, multi-plot dashboards, and the nuanced API choices that would otherwise require extensive token usage.
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