Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Diagnose and fix Deptrac architectural violations automatically. Use when Deptrac reports dependency violations, layers are incorrectly coupled, or when refactoring code to respect hexagonal architecture bounda...
Build multi-step skills using a state-machine pattern with dumb orchestrator and smart phases
Primary Instruction Protocol for Senior Engineering Agents. Expert in Cognitive Architectures, Memory Systems, and 2026 Context Engineering.
Master Architect in Stagehand V3. Expert in Direct CDP Automation, Decision Caching, and Agentic Web Orchestration for 2026.
Query code architecture using README_AI.md index files. Use when user asks about project structure, where features are implemented, how modules work, or wants to understand codebase architecture. Triggered by q...
Complete Go backend development patterns including table-driven tests, mocking, observability (tracing, logging, metrics), and HTTP handler patterns.
ADK Bidi-streaming expert with comprehensive knowledge of streaming architecture, implementation patterns, and production best practices
Gemma Domain Trainer (Prototype)
Find blocking calls in reactive WebFlux code that can cause performance issues and thread starvation
Find concurrency issues including race conditions, deadlocks, unsafe shared state, and improper synchronization
Design and implement service layer classes for Frappe Framework v15 with proper business logic separation. Triggers: "create service", "add service layer", "frappe service", "business logic", "/frappe-service"....
Foundational Elixir patterns covering modules, pattern matching, processes, OTP behaviors (GenServer, Supervisor), Phoenix framework basics, and functional programming idioms. Use when writing Elixir code, buil...
Foundational Roc patterns covering platform/application architecture, records, tags, pattern matching, abilities, and functional idioms. Use when writing Roc code, understanding the platform model, or needing g...
Foundational .NET patterns covering runtime, project structure, dependency injection, configuration, metaprogramming, and cross-platform development. Use when working with .NET projects or CLI tools. This is th...
Develop reusable library code across languages. Use when designing public APIs, organizing modules, managing versioning, or creating utility libraries. Provides foundational patterns that language-specific *-li...
Foundational SDK development patterns that domain-specific SDK skills extend. Use when building SDKs for APIs or specifications, creating SDK development skills, or establishing SDK architecture standards acros...
Cross-cutting patterns for metaprogramming mechanisms across languages. Use when translating decorators between languages, converting annotations to macros, understanding metaprogramming equivalents, or designi...
Clojure library development patterns covering functional design idioms, namespace organization, deps.edn and Leiningen configuration, protocols and multimethods, spec for validation, testing with clojure.test,...
Erlang-specific library development patterns. Use when creating OTP libraries, designing public APIs with process patterns, configuring rebar3, managing application resources, publishing to Hex, or writing EDoc...
Converts Erlang code to idiomatic Scala while preserving functional programming patterns, actor model semantics through Akka, and fault-tolerance mechanisms. Use when converting Erlang applications, libraries,...
Cross-cutting patterns for concurrency and async programming across languages. Use when translating async/await between languages, converting goroutines to tokio tasks, mapping channel patterns, or designing co...
Cross-cutting patterns for serialization and validation across languages. Use when translating JSON handling between languages, converting struct tags to derive macros, mapping validation libraries, or designin...
Foundational Java patterns covering core syntax, object-oriented programming, generics, collections, streams, lambdas, and modern Java features. Use when writing Java code, understanding the type system, workin...
Java-specific library development patterns. Use when creating Java libraries, designing public APIs with interfaces and abstractions, configuring Maven/Gradle projects, managing dependencies, writing JUnit test...
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