Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
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...
Create detailed implementation plans with diagrams and dependency graphs. Use when planning features, refactoring, or multi-step development work before writing code.
This skill should be used when the user asks about "conductor methodology", "context-driven development", "conductor directory structure", "conductor files", "tracks.md", "plan.md", "spec.md", or when commands...
This skill should be used when implementing tracks, following workflow methodologies, updating plan status, or when the user asks about "TDD workflow", "how to follow workflow", "task execution", "phase complet...
Manage database operations, backups, replication, and monitoring. Handles user permissions, maintenance tasks, and disaster recovery. Use PROACTIVELY for database setup, operational issues, or recovery procedur...
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when debugging issues, analyzing logs, or investigating pr...
Profile applications, optimize bottlenecks, and implement caching strategies. Handles load testing, CDN setup, and query optimization. Use PROACTIVELY for performance issues or optimization tasks.
Configure CI/CD pipelines, Docker containers, and cloud deployments. Handles GitHub Actions, Kubernetes, and infrastructure automation. Use PROACTIVELY when setting up deployments, containers, or CI/CD workflow...
Design RESTful APIs, microservice boundaries, and database schemas. Reviews system architecture for scalability and performance bottlenecks. Use PROACTIVELY when creating new backend services or APIs.
Create interface designs, wireframes, and design systems. Masters user research, prototyping, and accessibility standards. Use PROACTIVELY for design systems, user flows, or interface optimization.\nmodel: sonn...
Debug production issues, analyze logs, and fix deployment failures. Masters monitoring tools, incident response, and root cause analysis. Use PROACTIVELY for production debugging or system outages.
Design GraphQL schemas, resolvers, and federation. Optimizes queries, solves N+1 problems, and implements subscriptions. Use PROACTIVELY for GraphQL API design or performance issues.
Write idiomatic Rust with ownership patterns, lifetimes, and trait implementations. Masters async/await, safe concurrency, and zero-cost abstractions. Use PROACTIVELY for Rust memory safety, performance optimiz...
Generate comprehensive project structure documentation with intelligent tree representation, meaningful comments, and utility dependency analysis. Use when user asks to document project structure or create arch...
Apply Domain-Driven Design, Clean Architecture, CQRS, and command/query patterns to code reviews and feature design. Use when analyzing or designing code in Application, Service, Infrastructure, DataAccess, Val...
iOS画面実装のアーキテクチャ・設計思想スキル。Reduxパターンに基づくSingle Root State、Reducerによるビジネスロジック分離、テスタビリティを重視した実装を支援。使用シーン：(1)「このプロトタイプを本番実装にして」な...
Multi-layer planning and playbook management. Use when creating playbooks, transitioning phases, or managing plan hierarchy. Triggers on "plan", "playbook", "phase", "roadmap", "milestone" keywords.
Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.