Build production-ready, accessible UI components
Production UI engineering patterns — component co-location, right-sized state management, and an explicit anti-AI-aesthetic checklist.
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Why it matters
Build production-quality user interfaces that are accessible, performant, and visually polished with proper design system adherence, avoiding generic AI-generated aesthetics in favor of professional, design-aware engineering standards.
Outcomes
What it gets done
Implement composable React components with proper file structure and separation of concerns
Ensure WCAG 2.1 AA accessibility with keyboard navigation, ARIA labels, and focus management
Apply consistent design system patterns using semantic tokens and spacing scales
Create responsive layouts with meaningful loading, empty, and error states
Install
Add it to your toolbox
Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/ag-frontend-ui-engineering | bash After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.
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Overview
Frontend UI Engineering
This skill builds production-quality, accessible UI: component architecture and state-management choices, design-system adherence avoiding AI-default aesthetics, and WCAG 2.1 AA compliance. Use it when building or modifying user-facing UI, implementing responsive layouts, adding state management, or fixing visual/UX issues.
What it does
A skill for building production-quality user interfaces that look design-aware, not AI-generated - accessible, performant, and visually polished. Component architecture co-locates a component's implementation, tests, Storybook stories, custom hook, and types in one folder, favors composition (<Card><CardHeader>... ) over configuration props, keeps components focused on one job, and separates data-fetching containers from presentational components. State management picks the simplest tool for the job: useState for component-local UI state, lifted state for 2-3 sibling components, Context for read-heavy/write-rare values like theme or auth, URL searchParams for shareable filters/pagination, a query library (React Query/SWR) for server state, and a global store (Zustand/Redux) only for complex app-wide client state - avoiding prop drilling deeper than 3 levels. Design-system adherence centers on an explicit "AI aesthetic" table to avoid: purple/indigo-everything palettes (use the project's actual colors), excessive gradients, maximally-rounded corners ignoring real hierarchy, generic template hero sections, lorem-ipsum copy that hides real layout problems, oversized uniform padding, stock card grids ignoring information priority, and shadow-heavy design competing with content. Spacing must follow a consistent scale (no invented values like 13px or 2.3rem), typography must respect heading hierarchy (h1 once per page, no skipped levels, no heading styles on non-headings), and color must use semantic tokens (text-primary, bg-surface) rather than raw hex, with WCAG contrast minimums (4.5:1 normal text, 3:1 large text) and never relying on color alone to convey information. Accessibility to WCAG 2.1 AA is mandatory: every interactive element must be keyboard-focusable (prefer real <button> over a div with role="button" plus manual key handlers), interactive elements without visible text need aria-label, form inputs need associated labels, focus must move deliberately when content changes (e.g. into a newly-opened dialog) and be trapped inside modal dialogs, and empty/error states must be meaningful rather than blank screens.
When to use - and when NOT to
Use it when building new UI components or pages, modifying existing user-facing interfaces, implementing responsive layouts, adding interactivity or state management, or fixing visual/UX issues.
Inputs and outputs
Given a UI requirement, it produces component code following the co-located file structure, an appropriate state-management choice from the decision ladder, design-system-compliant spacing/typography/color, and WCAG 2.1 AA-compliant keyboard navigation, ARIA labeling, and focus management.
Integrations
Works with any component framework (the examples use React/JSX with Tailwind-style utility classes) and any state-management stack (useState/Context, React Query/SWR, Zustand/Redux) - framework conventions, not a specific library, are the point.
Who it's for
Frontend engineers who want production-quality, accessible UI that avoids recognizable AI-generated patterns - real design-system adherence, deliberate state-management choices, and WCAG-compliant interaction patterns instead of generic purple-gradient, over-rounded, shadow-heavy default output.
Source README
Build production-quality user interfaces that are accessible, performant, and visually polished. The goal is UI that looks like it was built by a design-aware engineer at a top company - not like it was generated by an AI. This means real design system adherence, proper accessibility, thoughtful interaction patterns, and no generic "AI aesthetic."
FAQ
Common questions
Discussion
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