dartwork-mpl
  • Getting Started
  • Usage Guide
  • Design System
  • Examples Gallery
  • AI
  • API Reference
  • Design Philosophy
/

Getting Started

  • Installation
  • Quick Start
  • Usage Guide
    • Quick Start
    • Styles and Presets
    • Colors and Colormaps
    • Layout and Typography
    • Recipes
    • Save and Validation
    • Extended Plots & Diagnostics
    • Interactive UI
    • Tutorials

Reference

  • Design System
    • Colors
      • Palette Catalog
      • Colormap Catalog
      • Color Space & Manipulation
    • Fonts
      • Font Families
      • Font Utilities
  • Examples Gallery
    • Styling and Themes
      • Dark Mode Rendering
      • Font Family Comparison
      • Glowing Dark Mode t-SNE / GMM Clusters
      • Korean Font Support
      • Style Presets: Side-by-Side Comparison
      • Style Stacking & Compositing
    • Color System
      • Perceptual Color Mixing Matrix
      • Custom Colormaps on Scientific Data
      • Named Color Palettes
      • OKLCH Hue Wheel
      • Perceptual Color Interpolation (OKLCH)
      • Pseudo-Alpha (Solid Opacity Simulation)
    • Formatting
      • Directional Axes & Tick Formatting
      • helpers.labels — Legend and Value Annotations
    • Layout and Annotations
      • Phase Diagram with Semantic Arrow Axes
      • Bivariate KDE with Marginals
      • Publication-Ready Multi-Panel Figure
      • Automatic Panel Indexing
      • Simple Layout: multi-line titles & wide labels
      • Simple Layout: Mixed-Complexity Dashboard
      • Simple Layout: Default vs Margin Buffer
      • Simple Layout: Preventing Text Overflow
    • Helpers API
      • helpers.colors — Curated Palette Lookup
      • helpers.data — Data Validation
      • Styled Figure + Multi-format Save
      • helpers.quality — Figure Quality Checks and Chart-Type Suggestion
      • helpers — End-to-End Workflow
    • Chart Recipes
      • Diverging Bar Charts (templates)
      • Gaussian Process Regression
      • Gradient-Filled Area Chart via OKLCH
      • Icon Fonts (Material Design / Font Awesome)
      • Icon-Enhanced KPI Infographic
      • Bayesian MCMC Posterior Ridgelines
      • Bridge (Waterfall) Chart
    • Real-World Dashboards
      • Component mix over time (stacked area)
      • Sensor KPI summary card (text-only)
      • Grouped bar comparison across sites
      • Threshold-annotated trend
      • Dual-axis sensor trend (bar + line)
    • Creative Visualizations
      • DNA Double Helix
      • Fibonacci Spiral Galaxy
      • Quantum Flow Dynamics
      • Voronoi Dreams
      • Sacred Geometry: Flower of Life
      • Fractal Forest
      • Islamic Geometric Pattern
      • Generative Mandala
      • Circular Audio Spectrum Visualizer
      • Frequency Response Waterfall
      • Synthesizer Waveform Display
      • Fireworks Celebration
      • Gravitational Particle Swarm
      • Magnetic Field Visualization
    • AI Plot Templates
      • 3D scatter
      • Bar
      • Bar (grouped)
      • Bar (horizontal)
      • Boxplot
      • Contour
      • Heatmap
      • Histogram
      • Line
      • Pie
      • Polar / radar
      • Scatter
      • Small multiples
      • Bar (stacked)
      • Tornado
      • Twin axis
      • Violin
      • Waterfall
  • AI & Agent-Assisted Plotting
  • API Reference
    • Style Management
    • Figure Creation
    • Units (cm/inch/mm)
    • Layout Utilities
    • Color Utilities
    • Formatting Utilities
    • Save & Export
    • Visual Validation
    • Lint
    • Font Utilities
    • Icon Font System
    • Colormap Registry
    • Plot Templates
    • Agent Helper Utilities
    • Interactive Viewer
    • Asset Diagnostics (visualization)
    • Diagnostics (module)
    • Prompt Utilities
    • Figure Constants (deprecated)

More

  • Design Philosophy
    • Utilities, Not Wrappers
    • Designed for AI Agents
    • Ownable & Transparent Code
  • Troubleshooting & FAQ
  • Migration Guide
  1. dartwork-mpl /
  2. AI Integration

AI Integration¶

Note

This page moved. AI integration is now a top-level section in the navigation — visit AI & Agent-Assisted Plotting for the hub (30-second setup, IDE compatibility matrix, prompt corpus, plot templates).

The deep pages below kept their existing URLs: MCP Server · AI-Assisted Development · Why AI-Ready?.

2025 Dartwork

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