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dynamic-programming
Master DP patterns with complete implementations for memoization, tabulation, and state design with production-ready solutions.
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databases architecture patterns AI Skills
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: databases architecture patterns
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tree-traversal
Master tree traversal techniques including DFS (inorder, preorder, postorder) and BFS level-order traversal with production-ready implementations.
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graph-algorithms
Essential graph algorithms including DFS, BFS, Dijkstra shortest path, and Union-Find with production-ready implementations.
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security-first-development
セキュリティを重視したPython開発パターンとベストプラクティス
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java-design-principles
A comprehensive guide providing essential design principles and best practices for Java development
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designing-hexagonal-architecture
Guides the design and analysis of hexagonal architecture (Ports & Adapters) for backend systems. Use when structuring modular applications with clean separation between business logic and infrastructure.
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record-adr
Use this to create or modify architecture decision records (ADRs)
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GitHub
applying-fsd-architecture
Feature-Sliced Design(FSD) 아키텍처를 적용한 프론트엔드 프로젝트 개발 지원. FSD 레이어, 슬라이스, 세그먼트 구조 설계, 의존성 규칙 적용, 마이그레이션 시 사용.
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GitHub
vanilla-rails-jobs
Use when writing background jobs or async operations - enforces thin job wrappers (3-5 lines) that delegate to models using _later/_now naming pattern
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GitHub
vanilla-rails-style
Use when refactoring Ruby/Rails code, organizing methods, deciding on guard clauses vs if/else, or following 37signals conventions - these patterns are counter to standard Ruby style guides
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GitHub
vanilla-rails-delegated-types
Use when designing content systems where 5+ distinct types need to comingle in feeds, timelines, or searches with shared metadata and operations - NOT for simple polymorphic associations or 1-3 similar types
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GitHub
writing-affordances
Use when refactoring fat Rails models with repetitive prefixes like entropy_*, notification_*, or multi-association coordination. Extracts PORO wrappers that group operations around nouns/concepts.
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shaping
Use after brainstorming to apply vanilla-rails patterns to a feature, producing structured handoff for implementation planning. Invoke with /shape.
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GitHub
database-migration
Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.
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GitHub
testing-strategy-builder
Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and performance...
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GitHub
observability-monitoring
Structured logging, metrics, distributed tracing, and alerting strategies
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GitHub
devops-deployment
CI/CD pipelines, containerization, Kubernetes, and infrastructure as code patterns
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GitHub
database-schema-designer
Use this skill when designing database schemas for relational (SQL) or document (NoSQL) databases. Provides normalization guidelines, indexing strategies, migration patterns, and performance optimization techni...
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GitHub
design-system-starter
Use this skill when creating or evolving design systems for applications. Provides design token structures, component architecture patterns, documentation templates, and accessibility guidelines. Ensures consis...
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GitHub
api-design-framework
Use this skill when designing REST, GraphQL, or gRPC APIs. Provides comprehensive API design patterns, versioning strategies, error handling conventions, authentication approaches, and OpenAPI/AsyncAPI template...
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GitHub
togaf-architecture
Enterprise architecture patterns following TOGAF ADM methodology. Implements capability-driven design, federated architecture, and technology-agnostic specifications. Activates for enterprise-scale architecture...
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GitHub
bff-patterns
Backend-for-Frontend architecture patterns for API aggregation, data transformation, and client-specific optimization. Activates when designing API layers between backends and frontends or implementing data tra...
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GitHub
error-retry-tracking
Instrument error handling, retries, fallbacks, and failure patterns
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GitHub
minimal-helpdesk-distributed
Example Skill packaged as a standalone Maven artifact
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