Find the perfect capability for your agent.
Swift 6 strict concurrency model, async/await, actors, @MainActor, Sendable, and thread safety. Use when user asks about concurrency, async/await, actors, MainActor, thread safety, data races, or migrating from GCD to structured concurrency.
UI/UX design patterns using DaisyUI v5 and TailwindCSS for Splits Network
CRITICAL development guide for Microsoft Agent Framework (MAF) in IPA Platform. MUST READ when working with: - Agents (ChatAgent, AgentThread) - Builders (ConcurrentBuilder, GroupChatBuilder, HandoffBuilder, MagenticBuilder) - Workflows (Executor, Edge, WorkflowExecutor) - Multi-agent orchestration - Any code in backend/src/integrations/agent_framework/builders/ PREVENTS: Custom implementations instead of wrapping official API. REQUIRES: Import official classes, use Adapter pattern with self._builder = OfficialBuilder()
Refactor NestJS/TypeScript code to improve maintainability, readability, and adherence to best practices. Identifies and fixes circular dependencies, god object services, fat controllers with business logic, deep nesting, and SRP violations. Applies NestJS patterns including proper module organization, provider scopes, custom decorators, guards, interceptors, pipes, DTOs with class-validator, exception filters, CQRS, repository pattern, and event-driven architecture. Transforms code into exemplary implementations following SOLID principles.
Kubernetes operations, deployment patterns, and cloud-native best practices. Auto-triggers when working with containers, K8s manifests, or cloud infrastructure.
Génère des bounded contexts DDD complets avec architecture en couches (Domain, Application, Infrastructure, Presentation). À utiliser lors de la création de nouvelles features backend, bounded contexts, domain entities, ou quand l'utilisateur mentionne "DDD", "bounded context", "domain model", "clean architecture", "layered architecture".
Safety-critical embedded system design patterns. Use when building dual-core safety monitors, failsafe systems, watchdog implementations, or any system where failure could cause harm. Covers isolation, fault detection, and emergency procedures.
Refactor ClaudeMix blog articles to eliminate duplication between free (introduction) and paid (main content) sections by adjusting abstraction levels. Use when user requests to refactor existing blog posts, mentions content overlap between introduction and main sections, or asks to improve the paywall design. Applies scale-based abstraction mapping (S1-S9) to separate WHAT (free) from HOW (paid).
Implementing event sourcing pattern for maintaining application state as a sequence of immutable events.
Enterprise IoT patterns with MQTT, Edge Computing, and Device Management
Python asyncio patterns for concurrent programming, async/await, and non-blocking I/O operations. WHEN: Building async APIs with FastAPI/aiohttp, implementing concurrent I/O operations, using asyncio.gather/create_task, rate limiting with semaphores, producer-consumer patterns. WHEN NOT: Synchronous Python code, CPU-bound tasks (use multiprocessing), general Python development without async.
Swift Concurrency支援。async/await、Actor、Sendable、データ競合防止。 使用タイミング: (1) 並行処理コードの実装時、(2) Swift 6 Strict Concurrency対応時、 (3) データ競合の診断・修正時、(4) MainActorとバックグラウンド処理の設計時
Implement features following Domain-Driven Design (DDD) and CQRS patterns with event-driven architecture, Kafka, and BullMQ
Guides the selection and documentation of architectural decisions using ADR patterns.
Orchestrates disciplined bug fixing from diagnosis through verification. Infers severity and adapts approach - fast triage for critical bugs, scientific method for normal bugs. Prevents jumping to fixes and tracks context. Use when fixing any bug, error, or test failure.
Complete guide for creating, publishing, and consuming events in the DeLoNET home network's 33GOD agentic developer pipeline. Built on RabbitMQ with strict type safety via Pydantic, async Python (aio-pika), FastAPI, and Redis-backed correlation tracking. This skill is REQUIRED for any work involving the home network event bus.
Resilient command execution with automatic fallbacks and error recovery
TRUST 4 principles - Test First, Readable, Unified, Secured
Legacy .NET Framework expert specializing in .NET Framework 4.8, WCF services, ASP.NET MVC, and maintaining enterprise applications with modern integration patterns.
Project configuration wizard for planning system. Manages executor generation, health checks, build systems, and skill domains.
