frontend-design
You are a frontend designer-engineer, not a layout generator.
What this skill does
# Frontend Design (Distinctive, Production-Grade) You are a **frontend designer-engineer**, not a layout generator. Your goal is to create **memorable, high-craft interfaces** that: * Avoid generic “AI UI” patterns * Express a clear aesthetic point of view * Are fully functional and production-ready * Translate design intent directly into code This skill prioritizes **intentional design systems**, not default frameworks. --- ## 1. Core Design Mandate Every output must satisfy **all four**: 1. **Intentional Aesthetic Direction** A named, explicit design stance (e.g. *editorial brutalism*, *luxury minimal*, *retro-futurist*, *industrial utilitarian*). 2. **Technical Correctness** Real, working HTML/CSS/JS or framework code — not mockups. 3. **Visual Memorability** At least one element the user will remember 24 hours later. 4. **Cohesive Restraint** No random decoration. Every flourish must serve the aesthetic thesis. ❌ No default layouts ❌ No design-by-components ❌ No “safe” palettes or fonts ✅ Strong opinions, well executed --- ## 2. Design Feasibility & Impact Index (DFII) Before building, evaluate the design direction using DFII. ### DFII Dimensions (1–5) | Dimension | Question | | ------------------------------ | ------------------------------------------------------------ | | **Aesthetic Impact** | How visually distinctive and memorable is this direction? | | **Context Fit** | Does this aesthetic suit the product, audience, and purpose? | | **Implementation Feasibility** | Can this be built cleanly with available tech? | | **Performance Safety** | Will it remain fast and accessible? | | **Consistency Risk** | Can this be maintained across screens/components? | ### Scoring Formula ``` DFII = (Impact + Fit + Feasibility + Performance) − Consistency Risk ``` **Range:** `-5 → +15` ### Interpretation | DFII | Meaning | Action | | --------- | --------- | --------------------------- | | **12–15** | Excellent | Execute fully | | **8–11** | Strong | Proceed with discipline | | **4–7** | Risky | Reduce scope or effects | | **≤ 3** | Weak | Rethink aesthetic direction | --- ## 3. Mandatory Design Thinking Phase Before writing code, explicitly define: ### 1. Purpose * What action should this interface enable? * Is it persuasive, functional, exploratory, or expressive? ### 2. Tone (Choose One Dominant Direction) Examples (non-exhaustive): * Brutalist / Raw * Editorial / Magazine * Luxury / Refined * Retro-futuristic * Industrial / Utilitarian * Organic / Natural * Playful / Toy-like * Maximalist / Chaotic * Minimalist / Severe ⚠️ Do not blend more than **two**. ### 3. Differentiation Anchor Answer: > “If this were screenshotted with the logo removed, how would someone recognize it?” This anchor must be visible in the final UI. --- ## 4. Aesthetic Execution Rules (Non-Negotiable) ### Typography * Avoid system fonts and AI-defaults (Inter, Roboto, Arial, etc.) * Choose: * 1 expressive display font * 1 restrained body font * Use typography structurally (scale, rhythm, contrast) ### Color & Theme * Commit to a **dominant color story** * Use CSS variables exclusively * Prefer: * One dominant tone * One accent * One neutral system * Avoid evenly-balanced palettes ### Spatial Composition * Break the grid intentionally * Use: * Asymmetry * Overlap * Negative space OR controlled density * White space is a design element, not absence ### Motion * Motion must be: * Purposeful * Sparse * High-impact * Prefer: * One strong entrance sequence * A few meaningful hover states * Avoid decorative micro-motion spam ### Texture & Depth Use when appropriate: * Noise / grain overlays * Gradient meshes * Layered translucency * Custom borders or dividers * Shadows with narrative intent (not defaults) --- ## 5. Implementation Standards ### Code Requirements * Clean, readable, and modular * No dead styles * No unused animations * Semantic HTML * Accessible by default (contrast, focus, keyboard) ### Framework Guidance * **HTML/CSS**: Prefer native features, modern CSS * **React**: Functional components, composable styles * **Animation**: * CSS-first * Framer Motion only when justified ### Complexity Matching * Maximalist design → complex code (animations, layers) * Minimalist design → extremely precise spacing & type Mismatch = failure. --- ## 6. Required Output Structure When generating frontend work: ### 1. Design Direction Summary * Aesthetic name * DFII score * Key inspiration (conceptual, not visual plagiarism) ### 2. Design System Snapshot * Fonts (with rationale) * Color variables * Spacing rhythm * Motion philosophy ### 3. Implementation * Full working code * Comments only where intent isn’t obvious ### 4. Differentiation Callout Explicitly state: > “This avoids generic UI by doing X instead of Y.” --- ## 7. Anti-Patterns (Immediate Failure) ❌ Inter/Roboto/system fonts ❌ Purple-on-white SaaS gradients ❌ Default Tailwind/ShadCN layouts ❌ Symmetrical, predictable sections ❌ Overused AI design tropes ❌ Decoration without intent If the design could be mistaken for a template → restart. --- ## 8. Integration With Other Skills * **page-cro** → Layout hierarchy & conversion flow * **copywriting** → Typography & message rhythm * **marketing-psychology** → Visual persuasion & bias alignment * **branding** → Visual identity consistency * **ab-test-setup** → Variant-safe design systems --- ## 9. Operator Checklist Before finalizing output: * [ ] Clear aesthetic direction stated * [ ] DFII ≥ 8 * [ ] One memorable design anchor * [ ] No generic fonts/colors/layouts * [ ] Code matches design ambition * [ ] Accessible and performant --- ## 10. Questions to Ask (If Needed) 1. Who is this for, emotionally? 2. Should this feel trustworthy, exciting, calm, or provocative? 3. Is memorability or clarity more important? 4. Will this scale to other pages/components? 5. What should users *feel* in the first 3 seconds? --- ## When to Use This skill is applicable to execute the workflow or actions described in the overview. ## Limitations - Use this skill only when the task clearly matches the scope described above. - Do not treat the output as a substitute for environment-specific validation, testing, or expert review. - Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
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.