ux-atomic-design
Atomic Design component taxonomy sub-skill for the /user-experience parent skill. Implements Brad Frost's 5-level component hierarchy (Atoms, Molecules, Organisms, Templates, Pages) for design system architecture. Produces component inventories, design token audits, composition rules, and Storybook coverage reports. Invoke when teams need component taxonomy construction, design system architecture, Storybook integration, design token consistency analysis, or component reuse auditing. Invoked by ux-orchestrator during Wave 3 lifecycle-stage routing or when user intent is "Building component system" during the "During design" stage. Triggers: atomic design, component taxonomy, design tokens, Storybook, atoms molecules organisms, design system, component inventory, component library.
What this skill does
<!-- VERSION: 1.2.0 | DATE: 2026-03-04 | SOURCE: skills/user-experience/SKILL.md | PARENT: /user-experience skill | REVISION: iter3 quality gate fixes — evidence quality (Phase 5 Activity 3 maturity thresholds labeled as heuristics with drift-ratio-based token governance criteria), actionability (Phase 5 Activity 3 coverage metric specified as component coverage from Phase 4 Activity 1; Phase 1 Activity 2 wave entry verification evidence source added) -->
# Atomic Design Sub-Skill
> **Version:** 1.2.0
> **Framework:** Jerry User-Experience -- Atomic Design
> **Constitutional Compliance:** Jerry Constitution v1.0
> **Parent Skill:** `/user-experience` (`skills/user-experience/SKILL.md`)
> **Wave:** 3 (Design System)
> **Project:** PROJ-022 User Experience Skill | GitHub Issue [#138](https://github.com/geekatron/jerry/issues/138)
## Document Sections
| Section | Purpose |
|---------|---------|
| [Document Audience](#document-audience-triple-lens) | Triple-Lens audience guide |
| [Purpose](#purpose) | Sub-skill overview and key capabilities |
| [When to Use This Sub-Skill](#when-to-use-this-sub-skill) | Activation triggers and scope boundaries |
| [Available Agents](#available-agents) | Single agent with role, model, and output location |
| [P-003 Compliance](#p-003-compliance) | Worker agent hierarchy position |
| [Invoking the Agent](#invoking-the-agent) | Invocation via ux-orchestrator |
| [Methodology](#methodology) | Brad Frost's 5-level hierarchy, design tokens, composition rules, Storybook coverage model, 5-phase execution procedure |
| [MCP Dependencies](#mcp-dependencies) | Storybook REQ with manual fallback; Figma ENH; Zeroheight ENH; Context7 for component library docs |
| [Output Specification](#output-specification) | Output location, L0/L1/L2 structure, required sections |
| [Routing](#routing) | Keywords and lifecycle-stage routing integration |
| [Cross-Framework Integration](#cross-framework-integration) | Handoff from heuristic evaluation and to inclusive design |
| [Synthesis Hypothesis Confidence](#synthesis-hypothesis-confidence) | Confidence classifications for Atomic Design outputs |
| [Constitutional Compliance](#constitutional-compliance) | Governing principles and AI-augmented analysis limitations |
| [Registration](#registration) | H-26 parent-routed registration model and AGENTS.md confirmation |
| [Deployment Status](#deployment-status) | Wave 3 stub agent status and implementation timeline |
| [Quick Reference](#quick-reference) | Common workflows and agent selection hints |
| [References](#references) | Full repo-relative paths, requirements traceability, external citations |
## Document Audience (Triple-Lens)
This SKILL.md serves multiple audiences:
| Level | Audience | Sections to Focus On |
|-------|----------|---------------------|
| **L0 (Stakeholder)** | Product managers, designers | [Purpose](#purpose), [When to Use This Sub-Skill](#when-to-use-this-sub-skill), [Quick Reference](#quick-reference) |
| **L1 (Developer)** | Engineers invoking the agent | [Invoking the Agent](#invoking-the-agent), [Methodology](#methodology), [Output Specification](#output-specification) |
| **L2 (Architect)** | Workflow designers, skill maintainers | [Cross-Framework Integration](#cross-framework-integration), [MCP Dependencies](#mcp-dependencies), [Synthesis Hypothesis Confidence](#synthesis-hypothesis-confidence) |
---
## Purpose
The Atomic Design sub-skill provides structured component taxonomy architecture using Brad Frost's Atomic Design methodology (2016). It targets tiny teams (1-5 people) who need to move beyond ad-hoc component creation toward a systematic, hierarchical design system that promotes consistency, reuse, and scalability across their product interface.
This sub-skill is part of Wave 3 (Design System), meaning it requires Wave 2 completion (launched product with analytics OR 1 completed Lean UX hypothesis cycle) before deployment. It bridges the gap between iterative experimentation (Wave 2) and accessibility evaluation (Wave 3: Inclusive Design) by providing a structured component inventory that the inclusive design evaluator can audit.
### Key Capabilities
- **5-Level Component Taxonomy** -- Classifies interface elements into Atoms, Molecules, Organisms, Templates, and Pages following Brad Frost's hierarchy, establishing a shared vocabulary for design and development
- **Design Token Auditing** -- Inventories and validates design tokens (colors, typography, spacing, breakpoints) for consistency across the component hierarchy, identifying token drift and redundancy
- **Component Inventory Construction** -- Produces comprehensive inventories of existing components with classification level, Storybook coverage status, reuse frequency, and variant count
- **Composition Rule Documentation** -- Documents valid composition patterns (which atoms compose which molecules, which molecules compose which organisms) to prevent inconsistent component assembly
- **Storybook Integration Assessment** -- Evaluates component library documentation coverage in Storybook, identifying components without stories, missing states, and undocumented variants
- **Component Reuse Analysis** -- Identifies duplicate or near-duplicate components that should be consolidated, quantifying reuse opportunities and estimating design debt reduction
> **Source:** Key capabilities derived from parent SKILL.md [skills/user-experience/SKILL.md Section "Key Capabilities"] ("Atomic Design -- Brad Frost's 5-level component taxonomy (Wave 3)") and [skills/user-experience/SKILL.md Section "Available Agents"] ("Atomic design component taxonomy architect").
---
## When to Use This Sub-Skill
Activate when:
- Building or refactoring a component library and need a systematic classification framework
- Auditing an existing design system for component hierarchy completeness and consistency
- Inventorying components with their Storybook coverage status for gap identification
- Analyzing design token consistency across a component hierarchy (colors, typography, spacing)
- Documenting composition rules between atoms, molecules, and organisms
- Identifying duplicate or near-duplicate components for consolidation
- Preparing a component inventory for downstream accessibility evaluation
- Transitioning from ad-hoc component creation to a structured design system during the "During design" lifecycle stage
Do NOT use for:
- Evaluating an existing interface against usability heuristics -- use `/ux-heuristic-eval` (Nielsen's 10) instead. Atomic Design classifies components; heuristic evaluation assesses usability quality.
- Accessibility compliance auditing -- use `/ux-inclusive-design` (WCAG 2.2) instead. Atomic Design produces the component inventory that inclusive design evaluates for accessibility. Use this sub-skill first, then pass the inventory to `/ux-inclusive-design`.
- Testing hypotheses about design changes -- use `/ux-lean-ux` (Lean UX) instead. Atomic Design structures components; Lean UX tests whether design changes improve outcomes.
- Measuring quantitative UX health metrics -- use `/ux-heart-metrics` (Google GSM) instead. Atomic Design focuses on component architecture, not metric measurement.
- Understanding user motivations and jobs -- use `/ux-jtbd` (Jobs-to-Be-Done) instead. Atomic Design operates at the component level, not the user motivation level.
- Diagnosing why users fail to take a specific action -- use `/ux-behavior-design` (Fogg B=MAP) instead. Atomic Design focuses on structural component classification, not behavioral diagnosis.
- Running a full rapid prototyping sprint -- use `/ux-design-sprint` (Design Sprint 2.0) instead.
- Security-focused interface review -- use `/eng-team` instead.
- General research without UX component focus -- use `/problem-solving` instead.
> **Source:** Routing logic derived from [skills/user-experience/SKILL.md Section "Lifecycle-Stage Routing"] ("During design: Building component system -> /ux-Related in Design
contribute
IncludedLocal-only OSS contribution command center. Auto-refreshes the user's in-flight PR and issue state on invoke so conversations start with full context — no need to brief Claude on what's in flight. Helps the user find issues to contribute to on GitHub, builds per-repo dossiers of what each upstream expects (CLA, DCO, branch convention, AI policy, draft-first, review bots, issue templates), runs deterministic gates before any external action so AI-assisted contributions don't reach maintainers as slop. State is markdown-only: candidate files at ~/.contribute-system/candidates/, repo dossiers at ~/.contribute-system/research/, append-only event log at ~/.contribute-system/log.jsonl. No database, no cloud calls. Use when the user asks about their PRs / issues / contributions, wants to find new work to take on, claim an issue, build/refresh a repo's dossier, or draft a Design Issue or PR. Trigger with "/contribute", "what's my PR status", "find a contribution", "claim issue X", "draft a Design Issue for Y", "refresh dossier for Z".
architectural-analysis
IncludedUser-triggered deep architectural analysis of a codebase or scoped subtree across eight modes — information architecture, data flow, integration points, UI surfaces, interaction patterns, data model, control flow, and failure modes. This skill should be used when the user asks to "diagram this codebase," "map the architecture," "show the data flow," "give me an ERD," "trace control flow," "find the integration points," "verify the layout pattern," "audit the UX architecture," or any similar request whose primary deliverable is mermaid diagrams plus cited reports under docs/architecture/. Dispatches haiku/sonnet sub-agents in parallel for per-mode exploration, then verifies every citation mechanically before any node lands in a diagram. Not for one-off prose explanations of code (use code-explanation) or for high-level system design from scratch (use system-design).
mcp
IncludedModel Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.
react-native-skia
IncludedDesign, build, debug, and optimise high-polish animated graphics in React Native or Expo using @shopify/react-native-skia, Reanimated, and Gesture Handler. Use when the user wants canvas-driven UI, shaders, paths, rich text, image filters, sprite fields, Skottie, video frames, snapshots, web CanvasKit setup, or performance tuning for custom motion-heavy elements such as loaders, hero art, cards, charts, progress indicators, particle systems, or gesture-driven surfaces. Also use when the user asks for fluid, glow, glass, blob, parallax, 60fps/120fps, or GPU-friendly animated effects in React Native, even if they do not explicitly say "Skia". Do not use for ordinary form/layout work with standard views.
plaid
IncludedProduct Led AI Development — guides founders from idea to launched product. Six capabilities: Idea (discover a product idea), Validate (pressure-test the idea against fatal flaws, problem reality, competition, and 2-week MVP feasibility), Plan (vision intake + document generation), Design (translate image references into a design.md spec), Launch (go-to-market strategy), and Build (roadmap execution). Use when someone says "PLAID", "plaid idea", "help me find an idea", "product idea", "idea from my business", "idea from my expertise", "plaid validate", "validate my idea", "pressure-test", "is this idea good", "find fatal flaws", "validate the problem", "plan a product", "define my vision", "generate a PRD", "product strategy", "plaid design", "design from image", "translate image to design", "create design.md", "extract design tokens", "plaid launch", "go-to-market", "launch plan", "GTM strategy", "launch playbook", "plaid build", "build the app", "start building", or "execute the roadmap".
nextjs-framer-motion-animations
IncludedAdds production-safe Motion for React or Framer Motion animations to Next.js apps, including reveal, hover and tap micro-interactions, whileInView, stagger, AnimatePresence, layout and layoutId transitions, reorder, scroll-linked UI, and lightweight route-content transitions. Use when the user asks to add, refactor, or debug Motion or Framer Motion in App Router or Pages Router codebases, especially around server/client boundaries, reduced motion, LazyMotion, bundle size, hydration, or route transitions. Avoid for GSAP-style timelines, WebGL or 3D scenes, heavy scroll storytelling, or CSS-only effects unless Motion is explicitly requested.