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ericrisco
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Use when building, structuring, testing or optimizing a Flutter app — feature-first layering, Riverpod 3 or Bloc, typed go_router, freezed models, a dio data layer, Material 3, jank hunting, widget/golden tests. Targets Flutter 3.44 / Dart 3.12. NOT React Native (that is `react-native`), NOT Compose Multiplatform (that is `compose-multiplatform`).

Overview

Publisherericrisco
Repositoryrsc-harness
Skill nameflutter
Stars
239
Forks
24
Bundled files
7
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 7 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ericrisco on GitHub. Read the source before you install it.

Installation

Install the Flutter AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ericrisco/rsc-harness/tree/main/skills/flutter
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ericrisco/rsc-harness.git /tmp/rsc-harness
mkdir -p .claude/skills
cp -r /tmp/rsc-harness/skills/flutter .claude/skills/flutter
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Flutter in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Flutter on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Flutter is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Flutter & Dart app architecture

The opinionated default stack for a production Flutter app: feature-first + layered folders, Riverpod 3 with codegen for shared/async state, a typed go_router, freezed immutable models, a dio data layer, and explicit Result<T, Failure> error modeling — all on Material 3. Escape hatches are first-class: Bloc/Cubit instead of Riverpod when the team already runs Bloc, and raw http/get_it are allowed — but pick one of each per app, never mix two. Pinned versions this skill targets: Flutter 3.44 / Dart 3.12, Riverpod 3.0, go_router 17.2.x (+ go_router_builder 4.3.x), freezed 3.x / json_serializable, dio 5.x, mocktail 1.x.

Boundaries

⚠️ SDD new-feature gate — read this first. If this skill fired on a new, non-trivial feature or behaviour change and there is no approved spec + plan under 02-DOCS/wiki/sdd/, STOP — do not write feature code yet. Hand off to ../specify/SKILL.md first: it runs brainstorm → spec → plan → tasks before any code, then routes back here once the plan is approved. Build here directly only for a genuinely one-line / low-risk change. Method: ../sdd/SKILL.md.

This skill owns the pubspec.yaml subproject and nothing else in the repo. Hand off when the UI is Compose Multiplatform (compose-multiplatform), SwiftUI/native iOS (swift-ios) or React Native (react-native); when the work is on a FastAPI/Go/Next.js sibling in the same monorepo (use that skill). For a pure Dart server/CLI with no widget tree, general Dart applies but skip the UI/nav/perf references. For a single-file throwaway sample, say architecture is overkill and do not impose layering.

Around the edges: harness owns the workspace 01-TOOLS/02-DOCS layer and flavor secrets; fastapi, go and nextjs build the backends this app talks to; secure-coding reviews token handling and deep-link validation; deployment handles store/CI release; design owns the Material 3 token system.

Decision rules

SituationDo thisNot that
Ephemeral UI state (checkbox, slider, anim)setState / ValueNotifier locallya global provider
Shared / async stateRiverpod @riverpod Notifier/AsyncNotifierscattered setState across pages
Team already on BlocCubit (simple) / Bloc (event-sourced)mixing Bloc + Riverpod in one app
Multi-state asyncAsyncValue / sealed statebool isLoading + bool isError flags
Navigationone typed go_routermixing Navigator.push with declarative routes
Errors at domain boundaryResult<T, Failure> / sealedleaking DioException / raw throw to UI
Models / DTOs@freezed abstract class … with _$Namehand-written mutable classes
Cross-feature datarepository behind an interfacewidgets calling dio/DB directly

Project layout

text
lib/
  main.dart                 # bootstrap (shared)
  main_dev.dart             # flavored entrypoint -> runApp(const App(flavor: Flavor.dev))
  main_prod.dart
  app.dart                  # MaterialApp.router + ProviderScope wiring
  src/
    features/
      cart/
        presentation/       # widgets, screens, Riverpod consumers
        domain/             # entities, repository interfaces, Result/Failure (zero Flutter imports)
        data/               # DTOs, dio data sources, repository impls
    common/
      router/               # typed go_router + guards
      theme/                # ColorScheme.fromSeed, ThemeExtension tokens
      network/              # dio client + interceptors
      errors/               # Result, Failure sealed types
      widgets/              # shared reusable widgets

Dependencies point inward — presentation → domain ← data; domain/ has zero Flutter imports. See references/architecture-and-state.md for the full layering contract and a worked cart feature.

Dart 3.12 idioms

Null safety — never reach for !:

dart
// BAD  — bang crashes in prod when user is null
final n = user!.name;

// GOOD — null-aware + fallback
final n = user?.name ?? 'Unknown';

// GOOD — if-case pattern promotes the binding
if (user case User(:final name)?) {
  greet(name);
}

// GOOD — switch expression over a nullable is exhaustive
final label = switch (user) {
  User(:final name) => name,
  null => 'Guest',
};

late — only for guaranteed-before-first-access, prefer late final:

dart
// BAD  — defers a null error to runtime
late String id;

// OK   — initialized in initState before any access
late final AnimationController _c;

Records + destructuring for concurrent multi-return (parallel, not sequential):

dart
// Runs both requests at once; .wait is the Dart 3 record concurrency extension.
final (user, count) = await (repo.user(), repo.count()).wait;

Sealed + exhaustive switch eliminates impossible states:

dart
sealed class JobState {}
final class JobIdle extends JobState {}
final class JobRunning extends JobState { const JobRunning(this.pct); final double pct; }
final class JobDone extends JobState { const JobDone(this.url); final String url; }

Widget build(JobState s) => switch (s) {
  JobIdle() => const Text('Idle'),
  JobRunning(:final pct) => LinearProgressIndicator(value: pct),
  JobDone(:final url) => Link(url),
}; // compiler errors if a variant is unhandled

async-gap guard after every await that precedes a context/ref use:

dart
// In a State<T>:
await repo.save();
if (!context.mounted) return;
context.go('/done');

// Inside a Notifier (Riverpod 3):
await repo.save();
if (!ref.mounted) return;
ref.invalidate(listProvider);

// Fire-and-forget must be explicit, not a silently-dropped Future:
unawaited(analytics.log('checkout'));

Streams belong in a StreamBuilder, never a manual .listen() in build:

dart
// BAD — leaks a subscription on every rebuild
@override
Widget build(BuildContext context) { stream.listen(_onData); return const SizedBox(); }

Extension types give zero-cost ID type-safety so the compiler rejects raw strings:

dart
extension type UserId(String value) {}
extension type OrderId(String value) {}

void loadUser(UserId id) { /* ... */ }
// loadUser('o_42');           // BAD — compile error: String is not a UserId
loadUser(const UserId('u_7')); // GOOD

Isolates push CPU-bound work off the UI thread:

dart
final parsed = await Isolate.run(() => heavyParse(jsonBig));

Error modeling → references/architecture-and-state.md; isolates deep dive → references/performance.md.

State management: Riverpod 3 (default)

dart
// Sync Notifier — list mutation. (Function providers for async reads and
// AsyncNotifier guarded mutation -> references/architecture-and-state.md.)
@riverpod
class CartNotifier extends _$CartNotifier {
  @override
  List<CartItem> build() => const [];

  void add(CartItem item) => state = [...state, item];
  void remove(String id) => state = state.where((i) => i.id != id).toList();
}

Render AsyncValue with an exhaustive switch; scope rebuilds with .select():

dart
final view = switch (ref.watch(productsProvider)) {
  AsyncData(:final value) => ProductList(value),
  AsyncError(:final error) => ErrorView(error),
  _ => const CircularProgressIndicator(),
};
final count = ref.watch(cartNotifierProvider.select((items) => items.length));

ref.watch rebuilds on change; ref.read is for callbacks only; ref.listen is for side-effects. Riverpod 3 unifies Notifier/AsyncNotifier, merges autoDispose/family into the single @riverpod annotation, exposes one Ref type, and adds automatic retry, a Mutation API, and @Riverpod(keepAlive: true). Legacy StateProvider/ChangeNotifierProvider live in package:riverpod/legacy.dart — not for new code. Wrap the app root in ProviderScope. Codegen, Mutation, family-as-arg, persistence and the DI graph → references/architecture-and-state.md. Testing → references/testing.md.

State management: Bloc/Cubit (the alternative)

Cubit for simple state, Bloc (event → state) for complex/event-sourced flows.

dart
sealed class AuthState {}
final class AuthInitial extends AuthState {}
final class AuthLoading extends AuthState {}
final class AuthAuthed extends AuthState { const AuthAuthed(this.user); final User user; }
final class AuthFailed extends AuthState { const AuthFailed(this.message); final String message; }

class AuthCubit extends Cubit<AuthState> {
  AuthCubit(this._repo) : super(AuthInitial());
  final AuthRepository _repo;

  Future<void> login(String email, String password) async {
    emit(AuthLoading());
    final res = await _repo.login(email, password);
    emit(res.fold((u) => AuthAuthed(u), (f) => AuthFailed(f.message)));
  }
}

// UI:
BlocBuilder<AuthCubit, AuthState>(
  builder: (context, state) => switch (state) {
    AuthInitial() || AuthLoading() => const CircularProgressIndicator(),
    AuthAuthed(:final user) => HomeView(user),
    AuthFailed(:final message) => ErrorView(message),
  },
);
dart
// BAD  — a Bloc that depends on another Bloc
CartBloc(this.authBloc);
// GOOD — share the repository, not the Bloc
CartBloc(this.cartRepo);

Pick one per app, never both. Full event-driven Bloc, BlocObserver, and hydrated_bloc → references/architecture-and-state.md.

UI & navigation (essentials)

  • Extract widgets to classes, not _build*() methods — enables const, element reuse and RepaintBoundary granularity. Use const everywhere; ValueKey in lists, never UniqueKey in build.
  • Material 3 theming from a seed; read tokens via Theme.of(context):
dart
final theme = ThemeData(
  useMaterial3: true,
  colorScheme: ColorScheme.fromSeed(seedColor: const Color(0xFF6750A4), brightness: Brightness.light),
);
// BAD  color: Colors.blue
// GOOD color: Theme.of(context).colorScheme.primary
  • Typed go_router skeleton:
dart
@TypedGoRoute<HomeRoute>(path: '/', routes: [TypedGoRoute<DetailRoute>(path: 'detail/:id')])
class HomeRoute extends GoRouteData with $HomeRoute {
  const HomeRoute();
  @override
  Widget build(BuildContext context, GoRouterState state) => const HomeScreen();
}

final router = GoRouter(
  routes: $appRoutes,
  refreshListenable: authListenable,
  redirect: (context, state) => authGuard(context, state),
);
const DetailRoute(id: '7').go(context); // typed navigation, no magic strings

Slivers, adaptive/responsive, deep links, StatefulShellRoute, design tokens and a11y → references/ui-and-navigation.md.

Data layer

dart
final dio = Dio(BaseOptions(
  baseUrl: const String.fromEnvironment('API_URL'),
  connectTimeout: const Duration(seconds: 10),
  receiveTimeout: const Duration(seconds: 30),
));

dio.interceptors.add(InterceptorsWrapper(
  onRequest: (options, handler) async {
    final token = await secureStorage.read(key: 'auth_token');
    if (token != null) options.headers['Authorization'] = 'Bearer $token';
    handler.next(options);
  },
  onError: (error, handler) async {
    final isRetry = error.requestOptions.extra['_isRetry'] == true; // one-shot guard
    if (!isRetry && error.response?.statusCode == 401 && await refreshToken()) {
      error.requestOptions.extra['_isRetry'] = true;
      return handler.resolve(await dio.fetch(error.requestOptions));
    }
    handler.next(error);
  },
));
dart
// GOOD — boundary returns a mapped Result; UI cannot crash on a wire error
Future<Result<Cart, Failure>> getCart();
// BAD  — leaks DioException into widgets
Future<Cart> getCart(); // throws DioException to the UI

DTOs are freezed/json_serializable and mapped via CartDto.toDomain(); DTO ≠ entity. Full repository + Result/Failure + caching → references/architecture-and-state.md.

Testing (gate)

dart
// Unit — Riverpod 3 container helper.
final container = ProviderContainer.test();
final cart = container.read(cartNotifierProvider);

// Widget — override the controller with a fake.
await tester.pumpWidget(ProviderScope(
  overrides: [cartControllerProvider.overrideWith(FakeCartController.new)],
  child: const MaterialApp(home: CartScreen()),
));

// Golden — deterministic pixel comparison.
await expectLater(find.byType(CartCard), matchesGoldenFile('goldens/cart_card.png'));

Every async state transition has a test (loading → data, loading → error). pumpAndSettle hangs on infinite animations (spinners) — use an explicit pump(const Duration(milliseconds: 300)) there. Full pyramid, repository tests, blocTest, golden determinism and coverage → references/testing.md.

Performance (essentials)

  • const + extract-to-class so only the changing subtree rebuilds.
  • RepaintBoundary around independently-animating subtrees; ListView.builder for long lists.
  • cacheWidth/cacheHeight to decode-at-size; cached network images with placeholder/error.
  • Scoped consumers via .select() / BlocSelector / buildWhen.
  • Profile in flutter run --profile; DevTools → "Track Widget Rebuilds", raster vs UI thread.

Rebuild/paint/jank workflow, isolates and build flavors → references/performance.md.

Localization & dependency hygiene (essentials)

  • l10n via first-party flutter_localizations + gen_l10n (set generate: true, add l10n.yaml); one ARB file per locale, strings read type-safely through AppLocalizations.of(context).
  • Plurals/genders use ICU syntax inside the ARB ({count, plural, =0{…} =1{…} other{…}}), never an if (count == 1) ladder in Dart.
  • RTL: use EdgeInsetsDirectional/AlignmentDirectional (auto-mirrors); mirror directional icons, never logos or numbers. Format numbers/dates/currency with intl NumberFormat/DateFormat (locale-aware), never by hand.
  • Before adding a dependency, check its pub points/popularity/last-publish on pub.dev; audit with flutter pub outdated. In a multi-package repo, melos orchestrates bootstrap/scripts and package: encapsulation (public API via lib/<pkg>.dart, internals under lib/src/, enforced by implementation_imports).

ARB + ICU plurals, RTL geometry, locale-aware formatting, pub points/pana, melos and workspace encapsulation → references/i18n-and-dependencies.md.

Production checklist

  • FlutterError.onError + PlatformDispatcher.instance.onError + ErrorWidget.builder wired to Crashlytics/Sentry.
  • Secrets via --dart-define / --dart-define-from-file; tokens in secure storage (Keychain / EncryptedSharedPreferences), never plaintext.
  • HTTPS only.
  • Strict analysis_options.yaml: strict-casts / strict-inference / strict-raw-types + flutter_lints or very_good_analysis.
  • l10n via flutter_localizations + ARB (ICU plurals, RTL-safe geometry, locale-aware intl formatting); a11y (48px targets, Semantics, contrast ≥ 4.5:1).
  • Dependency hygiene: pubspec.lock committed for apps, flutter pub outdated audited on a cadence, dependencies vetted by pub points before adding.
  • No print() → dart:developer log().
  • Gate the branch with scripts/verify.sh, run inside the Flutter project (format / codegen / analyze / tests).

Anti-patterns

Anti-patternWhy it fails / do instead
user! to unwrapbang crashes in prod; use ?./?? or an if-case pattern.
_buildHeader() helper methodsextract to a const widget class — enables element reuse + const propagation.
setState at the top of the pagerebuilds the whole subtree; scope it or .select().
Navigator.push mixed into go_router for one screenone router; mixing breaks deep links + back stack.
context used after an awaitguard context.mounted / ref.mounted; a stale context crashes.
hardcoded Colors.blueuse colorScheme; hardcoding breaks dark mode + theming.
ListView(children: [...]) for a feeduse .builder; the concrete form builds all children eagerly.
catch (e) on everythinguse on-typed clauses; never catch Error (it is a bug).
raw DioException.toString() shown to the usermap to a Failure with a localized message.
print() for logginguse dart:developer log() — has levels and can be filtered.

Project grounding (02-DOCS)

In a project with a 02-DOCS/ layer (the harness wiki), this app's decisions live in 02-DOCS/wiki/stack/flutter.md, indexed in 02-DOCS/wiki/index.md. Read it first and stay consistent. Missing or stale? Write the real choices there — state management (Riverpod/Bloc), the architecture layers, routing, the Material 3 token system, codegen setup — index it, and bump its Updated date in the same change a convention changes, so the next agent inherits it instead of re-deriving it. No 02-DOCS/ layer? Skip silently: technical conventions are recorded, not gated, so never block the task on this.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Flutter AI skill do?

Use when building, structuring, testing or optimizing a Flutter app — feature-first layering, Riverpod 3 or Bloc, typed go_router, freezed models, a dio data layer, Material 3, jank hunting, widget/golden tests. Targets Flutter 3.44 / Dart 3.12. NOT React Native (that is `react-native`), NOT Compose Multiplatform (that is `compose-multiplatform`).

Why use Flutter on TypingMind?

Because you install it once and use it with any model. Flutter is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Flutter in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ericrisco/rsc-harness/tree/main/skills/flutter. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Flutter?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Flutter?

As many as you like. As long as a model supports skills, you can use Flutter with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Flutter AI skill free?

Yes. It is published on GitHub by ericrisco under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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