Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
MCP (Model Context Protocol) server patterns with categorical tool composition and typed context protocols. Use when building MCP servers with categorical composition patterns, designing tool interfaces using f...
Universal template for implementing categorical structures in meta-prompting frameworks. Applies to functors, monads, comonads, natural transformations, adjunctions, hom-equivalences, limits, colimits, and enri...
VoltAgent multi-agent system design with natural transformation coordination between agents. Use when building TypeScript multi-agent AI systems, implementing agent coordination with categorical patterns, desig...
Embrace vibe coding for rapid UI exploration. Covers when to iterate vs refine, ephemeral app patterns, and the art of fast, disposable prototyping with AI-assisted development.
Spec-First Development with OpenSpec for Spring Boot. Align on specifications before implementation begins.
Maven Modular Architecture with profiles for optional components. Enable/disable modules like Redis, Kafka, RabbitMQ dynamically.
Complete Java Spring Boot skill set for building enterprise applications. Includes modular architecture with optional components: - PostgreSQL database with JPA/Hibernate + Flyway migration - Redis caching (opt...
TDD (Test-Driven Development) skill with Mockito for Spring Boot. Guides the Red-Green-Refactor cycle for writing tests first.
Effect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.
Complete catalog of 130+ Effect-TS patterns from EffectPatterns repository. Use when looking for specific implementation patterns, best practices, or real-world examples. Complements other skills with concrete,...
Error modeling and recovery with TaggedError, catchTag(s), mapError, and retry schedules. Use when defining errors or adding resilience.
Define services, provide layers, compose dependencies, and switch live/test. Use for DI boundaries and app composition.
Resource safety with acquireRelease, Effect.scoped, and finalizers. Use when opening files, sockets, servers, or external handles.
Queue and PubSub patterns, background fibers, and graceful shutdown. Use for decoupling producers/consumers.
Understand the defense-in-depth security architecture of Secure Vibe Coding OS. Use this skill when you need to understand the overall security approach, the 5-layer security stack, OWASP scoring, or when to us...
Guide for 12-Factor cloud-native applications. Use when designing microservices, configuring containers, deploying to Kubernetes, or following cloud-native patterns.
Guide for building concurrent, fault-tolerant systems using OTP (GenServer, Supervisor, Task, Agent) and Elixir concurrency primitives
Production-ready code standards following CLAUDE Framework with TDD, security, and quality requirements
API design, database patterns, REST/GraphQL, microservices architecture, and backend best practices
Best practices and patterns for discovering, using, and integrating with command-line interfaces
JaegerとTempoによる分散トレーシングを実装して、マイクロサービス間のリクエストを追跡し、パフォーマンスボトルネックを特定します。マイクロサービスのデバッグ、リクエストフローの分析、分散システムの可観測性実装時に...
クリーンアーキテクチャ、ヘキサゴナルアーキテクチャ、ドメイン駆動設計を含む実証済みのバックエンドアーキテクチャパターンを実装します。複雑なバックエンドシステムの設計や、保守性向上のための既存アプリケーションのリ...
例外、Result型、エラー伝播、グレースフルデグラデーションを含む、言語横断的なエラーハンドリングパターンをマスターし、回復力のあるアプリケーションを構築。エラーハンドリングの実装、APIの設計、アプリケーションの信...
サービス境界、イベント駆動通信、回復性パターンを用いたマイクロサービスアーキテクチャを設計します。分散システムの構築、モノリスの分解、マイクロサービスの実装時に使用します。
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