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UI State Coverage Analyzer
Audit frontend components for missing loading, error, empty, and edge-case UI states.
$5
UI State Coverage Analyzer
Example session with this skill installed
Audit this React search results component for state coverage. It currently shows a list of items or a 'not found' message. [Component code attached]
- Read your context and instructions
- Compiled the ui state coverage
I have analyzed the SearchResults component. While the happy path and basic empty state are handled, there are critical gaps in loading feedback, error recovery, and partial data rendering.
UI State Coverage Audit
1. Executive Summary
The component has 60% state coverage. The primary risk is a "flash of empty content" during API fetches because the loading state is not visually distinct from the "no results" state.
2. State Coverage Matrix
| Component | Idle | Loading | Skeleton | Empty | No Results | Error | Partial |
|---|---|---|---|---|---|---|---|
| SearchInput | Present | N/A | N/A | Present | N/A | N/A | N/A |
| ResultsList | Present | Missing | Missing | Weak | Present | Missing | Missing |
| Pagination | Present | Disabled | N/A | Hidden | Hidden | Hidden | N/A |
3. Critical Gaps
- Gap: Missing Loading/Skeleton State.
- Impact: High. Users see a blank screen for 1-3 seconds, leading to perceived latency or brokenness.
- Fix: Implement a skeleton row that matches the
ResultCardlayout.
- Gap: No Error Recovery.
- Impact: Medium. If the API fails, the component currently renders nothing.
- Fix: Add an ErrorBoundary or local error state with a "Retry Search" button.
4. Recommended State Definitions
// Suggested state additions for SearchResults.tsx
if (isLoading) return <SearchSkeleton />;
if (error) return <ErrorMessage message={error.message} onRetry={fetchData} />;
if (results.length === 0) return <EmptyResults query={query} />;
Next steps
- Add a
loadingboolean to the component's state hook. - Create a
ResultCardSkeletoncomponent to prevent layout shift. - Update the ARIA live region to announce when search results are being updated.
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About this skill
The problem
Developers often focus on the "happy path," leaving edge case UI states as an afterthought. This leads to broken layouts, confusing empty screens, and frustrating error messages that offer no recovery path for the user.
What it does
- Identifies missing UI states like skeleton loaders, partial data failures, and no-results views.
- Generates a comprehensive State Coverage Matrix for every component in your view.
- Audits error handling for specific recovery actions and data preservation.
- Evaluates accessibility markers like
aria-busyand focus management during state transitions. - Prioritizes fixes based on user impact, task criticality, and implementation effort.
Frameworks & tools
Works with React, Vue, Svelte, Tailwind CSS, Figma screenshots, and raw HTML/CSS. Analyzes logic in TypeScript/JavaScript frontend code.
Why this beats prompting it yourself
General-purpose LLMs usually give surface-level design feedback. This skill follows a rigorous multi-step inventory process to ensure you do not miss obscure states like "permission denied" or "optimistic pending" that are often skipped in a standard prompt.
Use cases
- Auditing a new dashboard feature before it hits production.
- Mapping out state requirements for a design system component.
- Debugging "blank screen" issues by identifying missing loading or error boundaries.
- Reviewing accessibility and responsive behavior for interactive elements.
Known limitations
Cannot verify actual network latency or server-side timing. Accuracy on accessibility depends on the level of code or metadata provided.
Cannot simulate real network latency. Accessibility audits are based on code structure/attributes, not live screen reader testing. Best results require both code and visual context.
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