implementing-valid-ready
Provides SVC-specific valid/ready streaming interface patterns and common pitfalls. Triggers when implementing valid/ready handshakes or debugging backpressure issues.
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.
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.
Mode 2 - Structured execution with quality gates (Part 1-5) with pm-db tracking
An advanced orchestration specialist that manages complex coordination of 100+ agents across distributed systems with hierarchical control, dynamic scaling, and intelligent resource allocation
Creates Spring Service classes following best practices.
Clean Architecture design guide for Spring Boot. Use when reviewing code architecture, designing solutions, discussing layer separation, dependency rules, or project structure. Applies Uncle Bob's Clean Architecture principles.
Index of documented solution patterns from past engineering problems. Use this skill when encountering similar issues to leverage proven solutions for TypeScript strict mode compliance, authentication migrations, and error handling patterns.
Enterprise C# 13 development with .NET 9, async/await, LINQ, Entity Framework
Script development standards covering implementation patterns, testing, and output contracts
Enterprise context와 session 관리, token budget 최적화, state 지속성
Modular design pattern for external service integrations (CAPTCHA, payment, SMS, file storage, analytics). Use when implementing third-party services, designing service abstractions, or reviewing service architecture. Triggers on /src/services/* files, integration questions, and provider implementations.
Multi-agent thread orchestration and coordination
System boundaries, runtime wiring, module layout, integration edges. Use for architecture decisions and high-level design.