module-depth
Reviews modules for depth vs shallowness. Use when designing APIs, reviewing class interfaces, or evaluating abstraction value.
Reviews modules for depth vs shallowness. Use when designing APIs, reviewing class interfaces, or evaluating abstraction value.
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
Code complexity guidelines to keep cyclomatic complexity below 6 using strategy patterns or dispatch tables. Use when writing or refactoring functions with complex branching logic.
Foundational principles for all agents - load always. Defines how we work together.
Ask whether to proceed with refactoring after architecture mapping.
Domain-Driven Design - Modélisation métier et conception de domaines complexes. Utilise ce skill quand: (1) tu dois comprendre un domaine métier complexe, (2) tu veux identifier les bounded contexts d'un système, (3) tu dois créer un ubiquitous language partagé, (4) tu veux modéliser des entités et agrégats, (5) tu dois structurer du code selon Clean Architecture.
Protocols for the agent to autonomously detect failures, analyze root causes, and attempt recovery strategies before requesting user intervention.
Use during implementation when designing modules, functions, and components requiring SOLID principles for maintainable, flexible architecture.
Add retry, timeout, and circuit breaker patterns at the workflow level. Business functions stay clean.
各レビュアーエージェントが参照する詳細なレビュー観点(DB設計、セキュリティ、バックエンド、フロントエンド、インフラ)を定義
Spawn subagents with fresh context and bounded scope.
Provides SVC-specific valid/ready streaming interface patterns and common pitfalls. Triggers when implementing valid/ready handshakes or debugging backpressure issues.
Gate 8: Zero-context implementation steps - 2-5 minute atomic subtasks with complete code, exact commands, TDD pattern. Large Track only.
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.
Go best practices with modern cloud-native development, performance optimization, and concurrent programming for 2025
Use when requesting or receiving code reviews - covers dispatching review subagent, handling feedback with technical rigor, and avoiding performative agreement
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"
Build distributed actor-based systems with Ergo Framework in Go. Covers actor lifecycle, supervision, message patterns, meta processes for I/O, cluster configuration, and EDF serialization. Use when implementing Ergo applications or working with actor-based distributed systems.
Struttura del progetto Flutter e separazione delle responsabilità.
Service 层架构与前后端联调规范。Use when creating API services, writing Service classes, or handling backend integration. Triggers on: creating services, API calls, BaseService pattern, rewrites configuration, error handling.
Senior Angular architect with deep expertise in Angular 17+, NgRx, and enterprise application architecture. Specializes in large-scale Angular applications, performance optimization, and scalable design patterns.
コードベースから設計パターン・規約を抽出してローカルルールに記録する。別のスキルから呼び出すか、コマンドで明示的に実行する。
Creates complete Spring Boot entities with JPA annotations, repositories, services, and REST controllers following project conventions with explicit access modifiers
Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Apply to backend, hooks, state management, and any code where functionality matters.