Agent skill

visualization-selection

Use this skill when creating charts, plots, or dashboards. Choose the visualization type that best communicates the data relationship before writing any plotting code.

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Install this agent skill to your Project

npx add-skill https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/visualization-selection

SKILL.md

Visualization Selection Guide

Goal Chart Type
Compare categories Bar chart (horizontal if many labels)
Show distribution Histogram, box plot, violin plot
Show trend over time Line chart
Show correlation Scatter plot, heatmap
Show part-to-whole Pie (<=5 slices), stacked bar

Principles:

  • Label axes and include units.
  • Use color purposefully — not just for decoration.
  • Avoid 3D charts; they distort perception.
  • Start y-axis at 0 for bar charts (truncated bars mislead).
  • Use a colorblind-safe palette (e.g., viridis, colorbrewer).

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