visualization-expert
Advises on chart selection and visualization design best practices.
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.Key capabilities
- →Select appropriate chart types for data comparison, distribution, relationship, composition, and trends
- →Apply visualization principles such as clarity, honesty, simplicity, and accessibility
- →Provide rationale for chart type selection
- →Offer code examples for visualization tools like matplotlib or plotly
- →Suggest design best practices for effective data communication
- →Provide interpretation guidance for visualizations
How it works
The skill provides expert guidance on data visualization, covering chart selection based on data type and purpose, and applying core visualization principles. It offers recommendations with code examples and design best practices.
Inputs & outputs
When to use visualization-expert
- →Selecting chart types
- →Designing data dashboards
- →Improving data visualization
- →Presenting data insights
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
When not to use it
- →When the user needs to perform complex statistical analysis
- →When the user needs to clean or preprocess data
- →When the user needs to build interactive web applications
Limitations
- →Chart selection and data visualization guidance for effective data communication.
How it compares
This skill offers expert guidance on effective data communication through visualization, focusing on principles and chart selection, rather than just generating generic charts.
Compared to similar skills
visualization-expert side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| visualization-expert (this skill) | 0 | 5mo | No flags | Beginner |
| Analytics Reporter | 0 | 3mo | Review | Intermediate |
| business-analyst | 0 | — | No flags | Advanced |
| infographic-creation | 120 | 3mo | Review | Beginner |
Try saying
Example prompts that trigger this skill in your AI assistant.
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