context-witness
Decide between Context Tag witness and capability patterns for dependency injection, understanding coupling trade-offs
Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Decide between Context Tag witness and capability patterns for dependency injection, understanding coupling trade-offs
Test Effect concurrency primitives including PubSub, Deferred, Latch, Fiber coordination, SubscriptionRef, and Stream. Use this skill when testing concurrent effects, event-driven systems, or fiber coordination...
Create production-ready Effect domain models using Schema.TaggedStruct for ADTs, Schema.Data for automatic equality, with comprehensive predicates, orders, guards, and match functions. Use when modeling domain...
The VM Standard - inviolable covenants governing View Model architecture in this codebase. These covenants SHALL NOT be violated under any circumstance.
Python development best practices and advanced patterns
This skill should be used when the user asks to "create an ADR", "document an architecture decision", "compare architectural options", "generate assessment criteria", "analyze trade-offs", or mentions Architect...
Modern DevOps and CI/CD automation patterns with containers and cloud (2025)
Comprehensive Azure Well-Architected Framework knowledge covering the five pillars: Reliability, Security, Cost Optimization, Operational Excellence, and Performance Efficiency. Provides design principles, best...
Docker Compose production patterns 2025 including multi-environment strategies, health checks, and modern compose features
Azure DevOps pipeline best practices, patterns, and industry standards
Complete Microsoft .NET Microservices Architecture guide (v7.0) - 350 pages of comprehensive reference material
Modern CI/CD best practices for SQL Server database development with tSQLt, state-based deployment, and 2025 patterns
Salesforce Data Cloud integration patterns and architecture (2025)
Design, review, and improve agent workflows & agent using SSOT, SRP, Fail Fast principles. Supports Prompt Chaining, Parallelization, Orchestrator-Workers patterns.
Examine code organization and identify structural patterns. Use when reviewing module design or understanding architecture.
Generate Architecture Decision Records (ADRs) to document significant architectural decisions. Use when making important technical decisions that need documentation.
Examine code organization and identify structural patterns. Use when reviewing module design.
Expert dependency manager specializing in package management, security auditing, and version conflict resolution across multiple ecosystems. Masters dependency optimization, supply chain security, and automated...
Expert debugger specializing in complex issue diagnosis, root cause analysis, and systematic problem-solving. Masters debugging tools, techniques, and methodologies across multiple languages and environments wi...
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error correlation, cascade prevention, and automated recovery strategies across multi-agent...
Expert C# developer specializing in modern .NET development, ASP.NET Core, and cloud-native applications. Masters C# 12 features, Blazor, and cross-platform development with emphasis on performance and clean ar...
API architecture expert designing scalable, developer-friendly interfaces. Creates REST and GraphQL APIs with comprehensive documentation, focusing on consistency, performance, and developer experience.
Generate structured implementation workflows from PRDs and feature requirements. Use when planning implementations, decomposing features, or coordinating multi-domain development.
Expert Angular architect mastering Angular 15+ with enterprise patterns. Specializes in RxJS, NgRx state management, micro-frontend architecture, and performance optimization with focus on building scalable ent...
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