Expert guidance on CI/CD for Kotlin Android projects — GitHub Actions, Gradle remote cache, signing, Play Publisher, and Firebase App Distribution. Use this when setting up or debugging CI pipelines.
Expert guidance on writing correct Kotlin coroutines — structured concurrency, scopes, dispatchers, cancellation, supervisorScope, and exception handling. Use this whenever you add suspending code.
Expert guidance on Kotlin Flow — cold vs hot flows, StateFlow / SharedFlow, common operators, combining, back-pressure, and testing with Turbine. Use this for any reactive data stream work.
Expert guidance on configuring Retrofit + OkHttp + kotlinx.serialization for Kotlin Android — interceptors, auth refresh, retries, error mapping, and test doubles. Use this for any networking setup.
Expert guidance on migrating LiveData to StateFlow / SharedFlow, including lifecycle-aware collection, Transformations replacements, and Java interop. Use this when modernizing a ViewModel or removing the lifecycle-livedata dependency.
Expert guidance on migrating Android Views / XML layouts to Jetpack Compose incrementally, including AndroidView / ComposeView interop, Fragment hosting, and shared ViewModel strategies. Use this when modernizing a legacy codebase.
Expert guidance on diagnosing and fixing Jetpack Compose performance problems using recomposition tracing, stability/immutability annotations, and Compose compiler metrics. Use this for jank, slow lists, or recomposition complaints.
Expert guidance on making Kotlin Android builds fast — configuration cache, build cache, KSP vs KAPT, module graph, Gradle daemon tuning. Use this when builds are slow or CI times blow up.
Expert guidance on Jetpack Compose UI testing with createAndroidComposeRule, semantics matchers, synchronization, and screenshot tests with Paparazzi or Roborazzi. Use this for instrumented and screenshot UI tests.
Expert guidance on Kotlin unit testing with JUnit 5, MockK, kotlinx-coroutines-test, Turbine, and fluent assertion libraries. Use this when writing or reviewing unit tests.
Expert guidance on Android localization, res/values-, string plurals, ICU MessageFormat, RTL layouts, and per-app locale (AppCompat 1.7 / Android 13+). Use this for any i18n / l10n task.
Expert guidance on building accessible Compose UIs with semantics modifiers, TalkBack support, correct touch target sizing, contrast, and large-text scaling. Use this when authoring or reviewing any user-facing composable.
Expert guidance on Compose animation APIs including animateAsState, AnimatedVisibility, updateTransition, AnimatedContent, and shared element transitions introduced in Compose 1.7+. Use this for motion design tasks.
Expert guidance on loading and displaying images in Compose using Coil 3, including placeholders, error fallbacks, caching, and memory tuning. Use this for any image-loading task.
Expert guidance on Compose Navigation using typed routes with kotlinx.serialization, NavHost setup, deep links, and navigation-scoped ViewModels. Use this for any navigation task.
Expert guidance on writing idiomatic Jetpack Compose UI with correct recomposition behavior, stable parameters, Material 3 theming, and reusable patterns. Use this for any composable authoring task.
Expert guidance on setting up and maintaining a modern Flutter application architecture using Clean Architecture, feature modularization, and dependency injection. Use this when asked about project structure, package layout, or DI.
Build an offline-first data layer in Flutter using the Repository pattern with Drift/Isar/sqflite for local storage and Dio for networking. Use this when implementing repositories, data sources, or caching.
Proper implementation of Flutter application state using Riverpod or BLoC, emphasizing immutable state, unidirectional data flow, and testability. Use this when writing view-models or state notifiers.
Setup CI/CD for Flutter — GitHub Actions, Codemagic, Fastlane, code signing, and automated Play Store / App Store releases. Use this when automating builds, tests, and releases.
Setup Flutter flavors (dev/staging/prod), environment variables via --dart-define / --dart-define-from-file, and buildrunner codegen. Use this when configuring multi-environment builds.
Review and fix Dart async code — Futures, async/await, error handling, cancellation, and isolates. Use this when auditing asynchronous code for correctness and performance.
Best practices for Dart Streams, StreamController, subscriptions, and combining streams with rxdart. Use this when implementing reactive data flows or subscribing to events.
Guidance on Dio HTTP client in Flutter — configuration, interceptors, error handling, retries, and testing. Use this when implementing or debugging networking code.
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