mcpbeat

Visualization Best Practices

foryourhealth111-pixel/visualization-best-practices

| Review chart choice, labeling, accessibility, and storytelling quality for existing visualizations. Use as an explicit/manual helper for critique and cleanup, not as the main owner for scientific figure production or general chart generation.

343 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
2583
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/foryourhealth111-pixel/Vibe-Skills --skill visualization-best-practices

The instruction itself

6 sections, as written by the author

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

How to use it

Copy the folder

Take foryourhealth111-pixel/visualization-best-practices from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.