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tufte-viz

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Guvenlik Denetimi
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  • License — License: MIT
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SUMMARY

Edward Tufte data visualization principles for AI coding agents. Data-ink ratio, chartjunk, small multiples, sparklines, and more.

README.md

tufte-viz

skills.sh

The Visual Display of Quantitative Information

Data visualization skill for AI coding agents based on Edward Tufte's principles from The Visual Display of Quantitative Information, Envisioning Information, Visual Explanations, and Beautiful Evidence.

Install

npx skills add pjsny/tufte-viz

What it does

Gives your AI agent deep knowledge of Tufte's data visualization principles so it can:

  • Design new visualizations with maximum data-ink ratio and zero chartjunk
  • Critique existing charts, dashboards, and reports for graphical integrity
  • Write code with library-specific Tufte configs for Recharts, Chart.js, matplotlib, Plotly, ECharts, and D3/SVG
  • Detect anti-patterns like pie charts, dual y-axes, legends, rainbow palettes, and heavy gridlines
  • Apply the Lie Factor, small multiples, sparklines, layering, and micro/macro design

What's included

Theory (why)

Source Topics
Visual Display of Quantitative Information Data-ink ratio, chartjunk, graphical integrity, lie factor, small multiples, data density
Envisioning Information Layering & separation, micro/macro design, escaping flatland, 1+1=3 effect
Visual Explanations Cause & effect, confections, parallelism, narrative graphics
Beautiful Evidence Six principles of analytical design, sparklines, range-frames, dot-dash plots

Practice (how)

File What it covers
Implementation guide 22 universal rules, color/typography reference, chart type guidance, validation checklist
Anti-patterns Detection table with per-library fix patterns
Recharts rules React component configs, custom tooltip, small multiples layout
Chart.js rules Defaults registration, datalabels plugin, dark mode
matplotlib rules Spine removal, rcParams, seaborn override
Plotly rules Layout template, Plotly Express shorthand
ECharts rules Theme registration, endLabel direct labeling
D3/SVG rules CSS defaults, inline sparkline generator, accessibility

License

MIT

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