Configure structured logging with Pino, Prometheus metrics, and health checks for NestJS services. Use when adding JSON logging, request tracing with correlation IDs, Prometheus metric endpoints, or liveness/readiness health checks.
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Use nestjs-pino for high-performance, async JSON logging. Node's console.log blocking and unstructured.
reqId. nestjs-pino handles this via AsyncLocalStorage.x-request-id to downstream microservices and database queries for end-to-end tracing.Expose /metrics for Prometheus scraping using @willsoto/nestjs-prometheus.
TypeOrmHealthIndicator / PrismaHealthIndicator.X-Response-Duration-Ms, X-DB-Execution-Ms, X-API-Overhead-MsENABLE_PERFORMANCE_BENCHMARK feature flag; never expose in production.x-request-id header to all downstream services and queries.ENABLE_PERFORMANCE_BENCHMARK flag.还没有评价。欢迎分享你的使用感受。
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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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