accessibility
FreeEnsure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
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Flutter and Dart expert including widgets, state management, and platform integration
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When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
This expert skill consolidates 1 individual skills:
const constructors for widgets that don't depend on mutable state — non-const widgets rebuild on every parent rebuild, causing unnecessary repaints and dropped frames.build() — async calls in build() fire on every rebuild, causing duplicate network requests, race conditions, and unpredictable UI state.setState for shared state that spans multiple widgets — setState only rebuilds the local widget subtree; shared state must be lifted to a state management layer.! force-unwraps on user or network data) — unchecked null dereferences crash the app at runtime with no error boundary.| Anti-Pattern | Why It Fails | Correct Approach |
|---|---|---|
| Non-const stateless widgets | Rebuilt on every parent setState; wastes frame budget | Add const to all stateless widget constructors and their instantiation |
Calling Future in build() | Re-fires on every rebuild; duplicates API calls and causes flickering | Use FutureBuilder with a stored Future field initialized in initState |
| Business logic in widgets | Untestable; coupled to widget lifecycle; duplicated across screens | Move logic to BLoC/Cubit or Riverpod providers; widgets observe state only |
setState for cross-widget state | Only rebuilds local subtree; sibling widgets stay stale | Use InheritedWidget, Provider, or BLoC streams for shared state |
| Force-unwrapping nullable API data | Runtime null crash with no recovery path | Use null-aware operators (?., ??) and handle null states explicitly in UI |
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Ensure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
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N-round opposing-stance debates for trade-off analysis. Assigns pro/con roles to agents, runs structured debate rounds with quality scoring, and produces a moderator synthesis with confidence-rated recommendation. Generalizable to architecture, technology, security, and design decisions.
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Force adversarial code review stance that eliminates confirmation bias — reviewer must find issues or re-analyze
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LLM-as-judge evaluation framework with 5-dimension rubric (accuracy, groundedness, coherence, completeness, helpfulness) for scoring AI-generated content quality with weighted composite scores and evidence citations
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