GitHub
repository-organization
Guidelines for establishing and maintaining a standardized, intuitive, and automated repository environment to minimize technical debt and ensure long-term maintainability.
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devops architecture patterns AI Skills
Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: devops architecture patterns
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GitHub
combine-multiple-array-iterations
reduces iterations
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GitHub
backend-architect
Backend Architect and Staff Engineer designing secure, scalable, modular systems with strong data modeling and observability.
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GitHub
mcp-development
MCP (Model Context Protocol) server development
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GitHub
manage-decisions
System for recording Architectural Decision Records (ADRs) to persist context.
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GitHub
behavior-first-analysis
Defines observable system behavior independent of implementation details. Use before refactoring, migrating, or rewriting legacy systems.
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GitHub
animator
Animation and micro-interaction patterns for web interfaces. Use when adding transitions, animations, hover effects, loading states, or any motion to UI components.
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GitHub
java-concurrency-threads-virtual
Choose and implement the right concurrency model in Java (thread pools vs virtual threads), including throughput/latency trade-offs, blocking I/O, backpressure, cancellation, and measurement. Use when tuning th...
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GitHub
extract-to-memoized-components
enables early returns
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GitHub
springboot-architecture-analyzer
系統化分析 Spring Boot 專案並生成完整的企業級架構文件,涵蓋系統概述、架構視圖、技術細節、部署策略等所有關鍵面向。
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GitHub
python-asyncio
Async/await patterns, asyncio/anyio, structured concurrency, async testing
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GitHub
system-design-documentation
Produce C4, ADRs, sequences, and data flow diagrams.
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GitHub
spec-driven-planning
Converts ambiguous requirements into strict, implementable specifications. Use before any coding.
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GitHub
decision-framework
Complete autonomy matrix and escalation rules for decision-making
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GitHub
nestjs-real-time
WebSocket and SSE selection strategies and scaling.
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GitHub
distributed-system-patterns
Implement circuit breaker, retry, timeout, bulkhead, saga, outbox patterns.
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GitHub
refactor
Refactor code to improve structure, readability, and maintainability
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GitHub
system-design-expert
System design and architecture expert. Microservices, scalability, database design, API design, load balancing. Use for architecture decisions.
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GitHub
cwpsenior-backend-engineer
Apply senior backend engineering expertise when building server-side application code. Use when working with APIs (REST/GraphQL/gRPC), databases, authentication/authorization, data persistence, caching, message...
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GitHub
station-rules
Station development patterns and best practices for js/stations
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GitHub
ui-ux-pro-max
Premium Design-System mit Modern/Clean/Glassmorphism
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GitHub
refactoring
Safe refactoring workflow preserving functionality
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GitHub
defer-await-until-needed
avoids blocking unused code paths
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GitHub
java-contract-testing
Establish contract testing (OpenAPI + consumer-driven contracts) with compatibility gates to prevent breaking changes in microservices. Use when API evolution risks breaking consumers or when you need CI enforc...
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