Standards for structured logging and observability in Golang. Use when adding structured logging or tracing to Go services.
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type ctxKey string) for storing and retrieving request-scoped logger attributes.log.Fatal: Avoid terminating apps inside libraries. Return errors instead; only main() should handle process exit.log/slog (Recommended Stdlib): Stdlib since Go 1.21. Fast, structured, zero-dep.uber-go/zap): Production-grade structured logger for high-throughput microservices.main() with standard JSON output.logger.FromContext(ctx)) or constructor injection.See slog setup and usage examples
context.WithValue(ctx, "logger", l) with raw string keys.main() should call os.Exit.No reviews yet. Tell others what you thought.
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Upgrade an Android project to Android Gradle Plugin (AGP) 9. Use when migrating to AGP 9, updating Gradle build files, migrating to built-in Kotlin, or adopting the new AGP DSL.
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Apply Clean Architecture layering, modularization, and Unidirectional Data Flow in Android projects. Use when setting up project structure, placing code in layers, configuring feature/core modules, or implementing UDF patterns; defer Compose state and ViewModel/StateFlow implementation to their specific skills.
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Implement WorkManager and background processing correctly on Android. Use when creating Worker classes, scheduling tasks, choosing between WorkManager and Foreground Services, or setting up Hilt in workers; defer FCM and notification delivery to android-notifications.
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Build high-performance declarative UI with Jetpack Compose. Use when writing Composable functions, optimizing recomposition, hoisting state, or working with LazyColumn and side effects; defer deep-link and navigation routing to android-navigation.
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Migrate an Android XML View to Jetpack Compose following a structured 10-step workflow. Use when converting XML layouts to Compose, setting up Compose in an existing View-based project, or incrementally adopting Compose.
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Write correct coroutine scopes, lifecycle collection, and dispatcher injection in Android production code. Use for suspend functions, coroutine scopes, and dispatcher mechanics; defer ViewModel StateFlow/LiveData architecture, Fragment lifecycle recipes, persistence/notifications, and unit-test recipes to their specific skills.
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