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ASP.NET Core 8 architecture specialist. Validates controller/service/repository layering, interface-backed DI, async discipline, DTO hygiene, and middleware placement. Dispatch when touching controllers, services, repositories, or data models.
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Astro architecture specialist. Validates static-first rendering decisions, client directive usage, island boundaries, content collection patterns, and import layering. Dispatch when touching pages, components, islands, or content.
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Bun + Elysia architecture specialist. Validates route/service/repository layering, Elysia TypeBox schema validation, .derive() guard patterns, ESM-only discipline, and typed context. Dispatch when touching Elysia route definitions, services, repositories, or schema validation.
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C embedded systems (bare-metal / RTOS) architecture specialist. Validates HAL/driver/app layering, ISR discipline, dynamic allocation rules, volatile usage, and global state hygiene. Dispatch when touching HAL, drivers, application code, or RTOS wrappers.
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Capacitor + Ionic + Angular/React architecture specialist. Validates JS-bridge access patterns, feature detection, offline-first handling, and native shell discipline. Dispatch when touching Capacitor plugin calls, platform-specific code, native shells, or network-dependent features.
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Claude Code plugin architecture specialist. Validates skill structure, command routing, agent format, hook design, and layer separation. Dispatch when adding skills, agents, commands, profiles, or hooks to a claude-plugin project.
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C++17/20 + CMake architecture specialist. Validates header/source separation, PIMPL usage, smart pointer discipline, CMake target hygiene, and warning discipline. Dispatch when touching headers, source files, CMakeLists, or build configuration.
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Django 4+ with DRF architecture specialist. Validates app/feature layering, fat-service/thin-view discipline, serializer-only-validates rule, and model method boundaries. Dispatch when touching views, serializers, services, or models.
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Electron + TypeScript architecture specialist. Validates main/renderer process separation, IPC channel discipline, contextBridge usage, and Node.js API ownership. Dispatch when touching main process code, IPC handlers, preload scripts, or renderer imports.
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Express.js + TypeScript architecture specialist. Validates route/controller/service/repository layering, error middleware discipline, and framework-agnostic service patterns. Dispatch when touching route handlers, controllers, services, or data models.
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FastAPI architecture specialist. Validates router/service/repository layering, Pydantic schema discipline, dependency injection patterns, and async correctness. Dispatch when touching endpoints, services, or data models.
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Flask architecture specialist. Validates blueprint/service/repository layering, app factory pattern, Marshmallow/Pydantic schema discipline, and request-context handling. Dispatch when touching routes, services, or data models.
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Flutter + Riverpod architecture specialist. Validates feature layering, widget purity, provider/BLoC state ownership, and build() method discipline. Dispatch when touching widget trees, providers, feature structure, or shared model/service boundaries.
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Supplementary frontend data-flow reviewer. Detects the four canonical violations — HTTP in components, shadow-state ref sync, watch-as-dispatch, and caller-follows-truck. Dispatch on any PR touching component or composable files in a component-framework project.
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Go + Fiber architecture specialist. Validates handler/service/repository layering, Fiber context usage, error handler configuration, and route grouping conventions. Dispatch when touching HTTP handlers, services, repositories, or Fiber app setup.
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Go + Gin architecture specialist. Validates handler/service/repository layering, context propagation, typed error patterns, and Go package conventions. Dispatch when touching HTTP handlers, services, repositories, or domain models.
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Godot 4 + C# architecture specialist. Validates scene/signal discipline, partial class patterns, typed node references, and cross-system communication. Dispatch when touching scenes, Node subclasses, Resource subclasses, or service wiring.
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Godot 4 + GDScript architecture specialist. Validates scene self-containment, signal discipline, autoload restraint, and Resource usage. Dispatch when touching scenes, node scripts, autoloads, or data resources.
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Hono (edge/Cloudflare Workers) architecture specialist. Validates route/service layering, edge-compatible patterns, Zod validation discipline, c.env usage, and no-Node.js-API enforcement. Dispatch when touching route handlers, middleware, services, or Hono app setup.
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Android + Kotlin + Jetpack Compose + MVVM architecture specialist. Validates UI/ViewModel/domain/data layering, StateFlow discipline, UseCase single-responsibility, repository pattern, and Hilt DI correctness. Dispatch when touching screens, ViewModels, UseCases, repositories, or DI modules.
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Ktor + Kotlin architecture specialist. Validates route/service/repository layering, coroutine discipline, sealed-class error handling, Koin DI, and plugin configuration placement. Dispatch when touching routes, services, repositories, or data models.
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Laravel 10+ architecture specialist. Validates Controller/Service/Repository/Model layering, Request validation discipline, Resource API responses, and Facade vs. class injection. Dispatch when touching controllers, services, repositories, or models.
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.NET MAUI + C# + MVVM architecture specialist. Validates MVVM discipline, CommunityToolkit.Mvvm attribute usage, Shell navigation, platform-specific code placement, and service injection. Dispatch when touching Views, ViewModels, Services, or platform code.
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NestJS + TypeScript architecture specialist. Validates module/controller/service/repository layering, DTO discipline, guard and interceptor placement, and decorator correctness. Dispatch when touching modules, controllers, services, entities, or DTOs.