Visualization Best Practices

Positioning

Treat this skill as an explicit/manual review helper.

When to Use

Use this skill when:

• Reviewing whether an existing chart communicates clearly
• Fixing labels, legends, scales, color choices, or accessibility issues
• Deciding how to simplify a crowded dashboard or figure draft

Not For / Boundaries

• Creating the chart from raw data: use creating-data-visualizations
• Journal-ready, multi-panel, publication submission figures: use scientific-visualization
• Schematics, flowcharts, or mechanism diagrams: use scientific-schematics

Typical Outputs

• Critique of the current visualization problems
• Concrete fixes for encodings, layout, and readability
• A short checklist for accessibility and audience fit

Related Skills

• creating-data-visualizations for general chart production
• scientific-visualization when the figure must meet publication standards