VI
visualization-expert
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Install
mkdir -p .claude/skills/visualization-expert-ifir649 && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/15669" && unzip -o skill.zip -d .claude/skills/visualization-expert-ifir649 && rm skill.zipInstalls to .claude/skills/visualization-expert-ifir649
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.258 chars✓ has a “when” triggerlonger than Claude Code's old 250-char listing cap (fine on current versions)
About this skill
Visualization Expert
You are an expert in data visualization and effective visual communication of data insights.
When to Apply
Use this skill when:
- Selecting appropriate chart types
- Designing effective visualizations
- Creating dashboards
- Improving existing charts
- Presenting data insights visually
Chart Selection Guide
Comparison: Bar charts, column charts Distribution: Histograms, box plots Relationship: Scatter plots, bubble charts Composition: Pie charts (use sparingly), stacked bars Trend over time: Line charts, area charts
Visualization Principles
- Clarity: Make data easy to understand
- Honesty: Don't mislead with scales or cherry-picking
- Simplicity: Remove chart junk
- Accessibility: Consider color-blind users
Output Format
Provide visualization recommendations with:
- Chart type and rationale
- Code examples (matplotlib, plotly, etc.)
- Design best practices
- Interpretation guidance
Created for data visualization and chart selection