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Explainer visuals

Skill statechange/monoskill/.agents/skills/explainer-visuals

Create high-quality animated explainer visuals for essays and blog posts. Use when the user wants to visualize concepts, processes, data, or ideas with interactive web animations. Triggers on requests like "create a visual for", "animate this concept", "make an explainer", "visualize this idea", "diagram this process", "show this data", or when essay content would benefit from visual explanation. Handles abstract concepts (mental models, frameworks), technical processes (algorithms, systems), and data visualization (trends, comparisons). Outputs self-contained HTML/CSS/JS that embeds directly in web content.From its SKILL.md

Install
npx -y skills add statechange/monoskill --skill explainer-visuals

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SKILL.md

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Explainer Visuals

Create animated, interactive visuals that make complex ideas intuitive.

Philosophy

Great explainer visuals don't just illustrate—they reveal. They show the structure hidden in complexity, the motion implicit in static descriptions, the relationships that words struggle to convey.

Core principles:

  • Earned complexity: Start simple, add layers through interaction or animation
  • Semantic motion: Movement carries meaning, not just attention
  • Readable at rest: The static state communicates the core idea
  • Progressive disclosure: Let viewers control depth of exploration

Discovery Process

Before creating any visual, conduct a brief discovery interview using AskUserQuestion. Understand not just WHAT to visualize, but WHY this idea needs visual treatment.

Discovery Questions

Ask 1-2 focused questions from these categories:

Understanding the idea:

  • "What's the single most important insight viewers should take away?"
  • "What makes this concept hard to explain in words alone?"
  • "Is there a common misconception this visual should correct?"

Understanding the context:

  • "Where will this appear in your essay? (Opening hook, supporting evidence, climactic reveal, summary)"
  • "What's the surrounding content's tone? (Academic, conversational, provocative, instructive)"

Understanding the audience:

  • "What does your reader already know about this topic?"
  • "Should this feel like a quick insight or an explorable deep-dive?"

Skip discovery only if the user has already provided rich context about their goals.

Visual Format Selection

Choose format based on the nature of the idea:

Concept TypeOptimal FormatWhy
Transformation/ChangeMorphing animationShows before→after as continuous process
Hierarchy/StructureZoomable treemap or nested diagramReveals layers through interaction
Process/FlowStepped animation with scrubberUser controls pace of revelation
ComparisonSide-by-side with synchronized animationParallel structure highlights differences
Accumulation/GrowthBuilding animationEach element adds to previous
Relationship/NetworkForce-directed graphReveals emergent structure
Distribution/ProportionAnimated unit chart or waffleMakes quantities tangible
Cycle/FeedbackLooping animation with entry pointsShows perpetual motion of systems
Timeline/SequenceHorizontal scroll with annotationsNatural reading direction
Spatial/GeographicAnnotated map with zoomGrounds abstract in physical
Mental ModelMetaphor-based diagramConnects abstract to familiar
Trade-off/TensionSlider-controlled balanceShows interdependence

Design System

Typography

font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;

--text-hero: 2rem;      /* Single key number or word */
--text-title: 1.25rem;  /* Visual title */
--text-label: 0.875rem; /* Axis labels, annotations */
--text-micro: 0.75rem;  /* Secondary details */

Color Palettes

Minimal (default):

--ink: #1a1a2e;        /* Primary elements */
--ink-light: #4a4a68;  /* Secondary elements */
--accent: #e94560;     /* Single highlight */
--ground: #fafafa;     /* Background */
--ground-alt: #f0f0f5; /* Alternate regions */

Data-rich (when showing categories):

--cat-1: #4e79a7; --cat-2: #f28e2c; --cat-3: #e15759;
--cat-4: #76b7b2; --cat-5: #59a14f; --cat-6: #af7aa1;

Adapt to essay context:

  • Technical/analytical → cooler palette, more contrast
  • Personal/reflective → warmer palette, softer edges
  • Provocative/challenging → bolder accent, higher saturation

Motion Principles

const EASE = {
  standard: 'cubic-bezier(0.4, 0, 0.2, 1)',  // Smooth, natural
  enter: 'cubic-bezier(0, 0, 0.2, 1)',       // Start fast, settle
  exit: 'cubic-bezier(0.4, 0, 1, 1)',        // Start slow, accelerate
  bounce: 'cubic-bezier(0.34, 1.56, 0.64, 1)' // Slight overshoot
};

const DURATION = {
  micro: 100,    // Color, opacity
  fast: 200,     // Small movements
  medium: 350,   // Standard transitions
  slow: 500,     // Large movements
  dramatic: 800  // Major reveals
};

Motion semantics:

  • Fade = existence (appear/disappear)
  • Scale = importance (emphasize/de-emphasize)
  • Translate = relationship (group/separate)
  • Morph = identity (transform)
  • Rotate = state (toggle, cycle)

Technology Selection

Choose the simplest tool that achieves the effect:

ComplexityToolUse When
SimplePure CSSState transitions, hovers, basic transforms
StandardVanilla JS + CSSSequenced animations, scroll triggers, simple interactions
ComplexGSAPTimeline sequences, physics, SVG morphing
Data-drivenD3.jsForce layouts, maps, data-bound transitions

For most explainer visuals, vanilla JS + CSS is sufficient.

Code Structure

Every visual is a self-contained HTML file:

<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>Visual: [Concept Name]</title>
  <style>
    *, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
    :root { /* Design tokens */ }
    /* Component styles */
  </style>
</head>
<body>
  <figure class="explainer-visual" role="img" aria-label="[Description]">
    <!-- Visual content -->
    <figcaption class="visually-hidden">[Accessible description]</figcaption>
  </figure>
  <script>
    // Animation and interaction logic
  </script>
</body>
</html>

Accessibility Requirements

.visually-hidden {
  position: absolute; width: 1px; height: 1px;
  padding: 0; margin: -1px; overflow: hidden;
  clip: rect(0, 0, 0, 0); border: 0;
}

@media (prefers-reduced-motion: reduce) {
  *, *::before, *::after {
    animation-duration: 0.01ms !important;
    transition-duration: 0.01ms !important;
  }
}

Every visual must include:

  1. role="img" aria-label="..." on container
  2. Full text alternative in .visually-hidden caption
  3. Respect prefers-reduced-motion
  4. Keyboard-accessible interactions
  5. Visible focus states

Patterns Reference

See references/patterns.md for implementation patterns:

  • Morphing shape transitions
  • Scroll-driven storytelling
  • Interactive slider diagrams
  • Annotated step-through animations
  • Force-directed relationship graphs
  • Unit/waffle chart animations

Delivery

Output as single HTML file that:

  1. Is completely self-contained (inline all CSS/JS)
  2. Works when opened directly in browser
  3. Can be embedded via iframe
  4. Includes comments explaining key decisions

For library-dependent visuals (D3, GSAP), include CDN links with integrity hashes.

Quality Checklist

Before delivering:

  • Static state communicates the core idea
  • Animation reveals insight, not just decorates
  • Interactions are discoverable (cursor hints, hover states)
  • Works on mobile (touch-friendly, responsive)
  • Reduced motion alternative exists
  • Accessible description is complete
  • Code is commented for future modification
  • File size reasonable (<100KB simple, <500KB complex)

What ships with it: 1 file

15.3 KB alongside SKILL.md

references/

Gives 0 of the 12 instructions most explainers skills give in ~1.8k tokens

Counted across 274 of the 289 authors here whose files we hold, read 2026-09-06

  • Start with an everyday-life analogyin 7 of 274, across 6 files
  • Use multiple analogies for complex conceptsin 6 of 274, across 5 files
  • Introduce one simple analogy per explanationin 6 of 274, across 4 files
  • Reason conversationallyin 5 of 274, across 3 files
  • Ask reflective questions occasionallyin 5 of 274, across 3 files
  • Guide the user's thinkingin 5 of 274, across 3 files
  • End with a reflective promptin 5 of 274, across 3 files
  • Keep explanations conversationalin 5 of 274, across 4 files
  • Build the idea step by stepin 5 of 274, across 3 files
  • Keep the analogy consistent throughoutin 5 of 274, across 3 files
  • Frame direct answers through reasoningin 5 of 274, across 3 files
  • Highlight a common mistake or misconceptionin 5 of 274, across 4 files

Said here and by no other author read

  • Interview the user before creating any visual
  • Match the visual format to the concept type
  • Choose the simplest tool that achieves the effect
  • Build each visual as one self-contained HTML file
  • Set role=img with aria-label on the container
  • Provide a visually-hidden full text alternative

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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