frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics. Do NOT use for design review or audit (use web-design-guidelines or web-quality-audit).
What this skill does
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. ## Design Direction Commit to a BOLD aesthetic direction: - **Purpose**: What problem does this interface solve? Who uses it? - **Tone**: Pick an extreme: brutally minimal, maximalist chaos, retro-futuristic, organic/natural, luxury/refined, playful/toy-like, editorial/magazine, brutalist/raw, art deco/geometric, soft/pastel, industrial/utilitarian, etc. There are so many flavors to choose from. Use these for inspiration but design one that is true to the aesthetic direction. - **Constraints**: Technical requirements (framework, performance, accessibility). - **Differentiation**: What makes this UNFORGETTABLE? What's the one thing someone will remember? **CRITICAL**: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work—the key is intentionality, not intensity. Then implement working code that is: - Production-grade and functional - Visually striking and memorable - Cohesive with a clear aesthetic point-of-view - Meticulously refined in every detail ## Frontend Aesthetics Guidelines ### Typography → *Consult [typography reference](references/typography.md) for scales, pairing, and loading strategies.* Choose fonts that are beautiful, unique, and interesting. Pair a distinctive display font with a refined body font. **DO**: Use a modular type scale with fluid sizing (clamp) **DO**: Vary font weights and sizes to create clear visual hierarchy **DON'T**: Use overused fonts—Inter, Roboto, Arial, Open Sans, system defaults **DON'T**: Use monospace typography as lazy shorthand for "technical/developer" vibes **DON'T**: Put large icons with rounded corners above every heading—they rarely add value and make sites look templated ### Color & Theme → *Consult [color reference](references/color-and-contrast.md) for OKLCH, palettes, and dark mode.* Commit to a cohesive palette. Dominant colors with sharp accents outperform timid, evenly-distributed palettes. **DO**: Use modern CSS color functions (oklch, color-mix, light-dark) for perceptually uniform, maintainable palettes **DO**: Tint your neutrals toward your brand hue—even a subtle hint creates subconscious cohesion **DON'T**: Use gray text on colored backgrounds—it looks washed out; use a shade of the background color instead **DON'T**: Use pure black (#000) or pure white (#fff)—always tint; pure black/white never appears in nature **DON'T**: Use the AI color palette: cyan-on-dark, purple-to-blue gradients, neon accents on dark backgrounds **DON'T**: Use gradient text for "impact"—especially on metrics or headings; it's decorative rather than meaningful **DON'T**: Default to dark mode with glowing accents—it looks "cool" without requiring actual design decisions ### Layout & Space → *Consult [spatial reference](references/spatial-design.md) for grids, rhythm, and container queries.* Create visual rhythm through varied spacing—not the same padding everywhere. Embrace asymmetry and unexpected compositions. Break the grid intentionally for emphasis. **DO**: Create visual rhythm through varied spacing—tight groupings, generous separations **DO**: Use fluid spacing with clamp() that breathes on larger screens **DO**: Use asymmetry and unexpected compositions; break the grid intentionally for emphasis **DON'T**: Wrap everything in cards—not everything needs a container **DON'T**: Nest cards inside cards—visual noise, flatten the hierarchy **DON'T**: Use identical card grids—same-sized cards with icon + heading + text, repeated endlessly **DON'T**: Use the hero metric layout template—big number, small label, supporting stats, gradient accent **DON'T**: Center everything—left-aligned text with asymmetric layouts feels more designed **DON'T**: Use the same spacing everywhere—without rhythm, layouts feel monotonous ### Visual Details **DO**: Use intentional, purposeful decorative elements that reinforce brand **DON'T**: Use glassmorphism everywhere—blur effects, glass cards, glow borders used decoratively rather than purposefully **DON'T**: Use rounded elements with thick colored border on one side—a lazy accent that almost never looks intentional **DON'T**: Use sparklines as decoration—tiny charts that look sophisticated but convey nothing meaningful **DON'T**: Use rounded rectangles with generic drop shadows—safe, forgettable, could be any AI output **DON'T**: Use modals unless there's truly no better alternative—modals are lazy ### Motion → *Consult [motion reference](references/motion-design.md) for timing, easing, and reduced motion.* Focus on high-impact moments: one well-orchestrated page load with staggered reveals creates more delight than scattered micro-interactions. **DO**: Use motion to convey state changes—entrances, exits, feedback **DO**: Use exponential easing (ease-out-quart/quint/expo) for natural deceleration **DO**: For height animations, use grid-template-rows transitions instead of animating height directly **DON'T**: Animate layout properties (width, height, padding, margin)—use transform and opacity only **DON'T**: Use bounce or elastic easing—they feel dated and tacky; real objects decelerate smoothly ### Interaction → *Consult [interaction reference](references/interaction-design.md) for forms, focus, and loading patterns.* Make interactions feel fast. Use optimistic UI—update immediately, sync later. **DO**: Use progressive disclosure—start simple, reveal sophistication through interaction (basic options first, advanced behind expandable sections; hover states that reveal secondary actions) **DO**: Design empty states that teach the interface, not just say "nothing here" **DO**: Make every interactive surface feel intentional and responsive **DON'T**: Repeat the same information—redundant headers, intros that restate the heading **DON'T**: Make every button primary—use ghost buttons, text links, secondary styles; hierarchy matters ### Responsive → *Consult [responsive reference](references/responsive-design.md) for mobile-first, fluid design, and container queries.* **DO**: Use container queries (@container) for component-level responsiveness **DO**: Adapt the interface for different contexts—don't just shrink it **DON'T**: Hide critical functionality on mobile—adapt the interface, don't amputate it ### UX Writing → *Consult [ux-writing reference](references/ux-writing.md) for labels, errors, and empty states.* **DO**: Make every word earn its place **DON'T**: Repeat information users can already see --- ## The AI Slop Test **Critical quality check**: If you showed this interface to someone and said "AI made this," would they believe you immediately? If yes, that's the problem. A distinctive interface should make someone ask "how was this made?" not "which AI made this?" Review the DON'T guidelines above—they are the fingerprints of AI-generated work from 2024-2025. --- ## Examples ### Example 1: Landing page with strong aesthetic User says: "Build a landing page for a developer tools product, something that doesn't look like every other SaaS." Actions: Pick a bold direction (e.g. brutalist or editorial); choose a distinctive type pairing and a cohesive palette; implement with fluid spacing and one clear focal point; avoid cards-in-cards and hero-metric clichés. Result: A single-page layout with clear hierarchy, memorable typography, and no generic AI tells (no purple gradients, no rounded cards with thick accent borders). ### Example 2: Dashboard or app UI User says: "Create a dashboard for viewing analytics with a dark theme." Actions: Commit to a specific dark aesthetic (e.g. refined dark with tinted neutrals, not default glow-on-black); use container queries for panels; add one considered motion moment (e.g. staggered list load); ensure empty states are helpful. Result: Func
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.