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Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing
Passed 19 of 23 test cases with the skill, and 18 of 23 without it.
1 fixed18 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
I am building a Flutter app feature for managing user profiles. Can you generate the data model, the state management logic using Riverpod's async notifier pattern, and the presentation screen widget? The UI needs to handle loading and error states properly and include button callbacks to mutate or refetch the state.
| Checked | Without skill | With skill |
|---|---|---|
| The generated data model uses the @freezed annotation. | Missed | Passed |
| The presentation screen handles loading and error states using AsyncValue handling like .when or pattern matching. | Passed | Passed |
| The button callback uses ref.read to invoke state mutation methods. | Passed | Passed |
The instructions your model reads when the skill loads.
project/
├── lib/
│ ├── core/ # Core utilities
│ │ ├── constants/ # App constants
│ │ ├── extensions/ # Dart extensions
│ │ ├── router/ # go_router configuration
│ │ │ └── app_router.dart
│ │ └── theme/ # App theme
│ │ └── app_theme.dart
│ ├── data/ # Data layer
│ │ ├── models/ # Freezed data models
│ │ ├── repositories/ # Repository implementations
│ │ └── services/ # API services
│ ├── domain/ # Domain layer
│ │ ├── entities/ # Business entities
│ │ └── repositories/ # Repository interfaces
│ ├── presentation/ # UI layer
│ │ ├── common/ # Shared widgets
│ │ ├── features/ # Feature modules
│ │ │ └── feature_name/
│ │ │ ├── providers/ # Riverpod providers
│ │ │ ├── widgets/ # Feature-specific widgets
│ │ │ └── feature_screen.dart
│ │ └── providers/ # Global providers
│ ├── main.dart
│ └── app.dart
├── test/
│ ├── unit/ # Unit tests
│ ├── widget/ # Widget tests
│ └── integration/ # Integration tests
├── pubspec.yaml
├── analysis_options.yaml
test cases passed, vs 18 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.