Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
WHEN: Kotlin Multiplatform (KMP) project review, expect/actual patterns, shared module structure, iOS interop WHAT: Module structure analysis + expect/actual validation + platform separation + iOS/Android inter...
WHEN: Java code review, Java idioms, exception handling, collections, streams, Java 17+ features WHAT: Exception patterns + resource management + null safety + stream usage + modern Java features WHEN NOT: Spri...
WHEN: Spring Boot code review, DI patterns, @Transactional, REST API design, security configuration WHAT: Dependency injection + Transaction management + API design + Security config + JPA patterns WHEN NOT: Ko...
Expert in creating well-structured pull requests with clear summaries. Use when writing or structuring PRs.
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
Detects and refactors ORM code smells in Quarkus Panache applications using the Repository pattern. Use when reviewing PanacheRepository code, diagnosing N+1 queries, data overfetching, or pagination issues.
Constructor-based MapStruct mapping for compile-time safety in Jakarta EE. Use when implementing DTO mapping or using @Default annotations.
Detects opportunities to apply GoF Design Patterns in Jakarta EE/MicroProfile. Use when reviewing code for structural improvements or implementing creational, structural, or behavioral patterns.
Measures and limits cognitive load in Jakarta EE/MicroProfile code. Use when reviewing code complexity, designing services/entities, or identifying when to extract abstractions.
REST API design patterns and MicroProfile OpenAPI documentation. Use when designing endpoints, choosing HTTP methods, status codes, or documenting APIs with OpenAPI annotations.
Practical DDD patterns for Jakarta EE web applications with cognitive load distribution. Use when designing controllers, entities, services, or evaluating cohesion and load balance.
Lombok annotations and best practices for Java 21+ projects. Use when reducing boilerplate, configuring builders, or choosing between Lombok and Records.
Use this skill when designing UI/UX, creating dashboards, building SaaS interfaces, or reviewing frontend design. Provides S-tier design checklist inspired by Stripe, Airbnb, and Linear.
Flequit のクリーンアーキテクチャ、レイヤードアーキテクチャへの準拠をチェックします。レイヤー間の依存関係、crate 間のアクセス制御、Store と Service の分離、アンチパターンの検出などのアーキテクチャレビューに使用...
⚡ PRIMARY TOOL for: 'why is X broken', 'find bug source', 'root cause analysis', 'trace error', 'debug issue', 'find where X fails'. Uses claudemem v0.3.0 AST with context command for call chain analysis. GREP...
⚡ PRIMARY TOOL for: 'what's the architecture', 'system design', 'how are layers organized', 'find design patterns', 'audit structure', 'map dependencies'. Uses claudemem v0.3.0 AST structural analysis with Pag...
UX expert for WTP, an iOS espresso shot dialing app. Use when working on WTP user experience including critiquing flows/screens, generating UX concepts, writing user stories, conducting accessibility audits, de...
Comprehensive Spring Framework and Spring Boot best practices including dependency injection patterns, bean lifecycle and scopes, REST API development, Spring Data JPA, service layer design, Spring Security, te...
Templates, standards, and structure requirements for generating SDLC approach learning repositories. Use when creating new methodology learning repositories, artifact documentation, or validating repository str...
Comprehensive Java development best practices covering SOLID principles, DRY, Clean Code, Java-specific patterns (Optional, immutability, streams, lambdas), exception handling, collections, concurrency, testing...
F# Domain/Application層とC# Infrastructure/Web層の型変換パターンを自律的に適用。F#↔C#境界コード実装時・型変換エラー発生時・contracts-bridge Agent作業時に使用。Phase B1で確立した4つの変換パターンをガイド。
Clean Architecture準拠性を自動チェック（循環依存・namespace階層・レイヤー間参照制約）。新規実装時・リファクタリング時・Step完了時に使用。Phase B1で97点品質を達成した知見を適用。
TDD Red-Green-Refactorサイクル実践パターン提供。unit-test Agent活用・テスタブルコード設計原則・テストカバレッジ管理方法。Phase C以降の新機能実装時に使用。
Orchestrates Android development workflows for Kotlin/Compose projects. Routes tasks to appropriate workflow: feature, quick-fix, refactor, investigate, hotfix. Use when user requests: implementation (구현, 추...
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