GitHub
plan-writing
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
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databases architecture patterns AI Skills
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Categories: databases architecture patterns
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create-adr-spike
Create Architecture Decision Records (ADRs) and research spikes for technical decisions. Use when asked to "create an ADR", "architectural decision for", "research spike on", "evaluate options for", "document t...
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GitHub
fd-patterns
Expert skill for page compositions, common UI patterns, navigation structures, and user flows. Use for full page designs, layout templates, navigation patterns, or form flows.
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GitHub
python-best-practices
Modern Python development patterns and best practices
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GitHub
agent-orchestration
Agent orchestration protocol and coordination patterns
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GitHub
devops-sre
Use this skill when designing or reviewing CI/CD pipelines, deployment strategies, observability systems, incident response, or any system involving production operations and reliability. Applies operational th...
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GitHub
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
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GitHub
self-modifying-docs
Iteration 6 of Multiplicity Cascade - Documentation that modifies itself when read
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GitHub
java-spring-service
Create complete Spring Boot services following best practices and layered architecture. Use when building REST APIs, creating Spring services, setting up controllers, implementing repositories, adding Spring Bo...
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GitHub
divergence-control
Keep multiple instances aligned while allowing productive variance
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GitHub
qmnf-innovator
Analyze, explore, design, test, or develop QMNF/NINE65/MYSTIC innovations and related systems. Trigger whenever work enters advanced mathematical constructs or applied sciences (research, modeling, proofs, algo...
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GitHub
parallel-agents
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
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GitHub
red-team-tactics
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
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GitHub
sre-practices
Guide for ensuring system reliability through observability, incident response, and capacity planning. Use when designing monitoring, handling incidents, setting SLOs, or improving system resilience.
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GitHub
architecture-validate-layer-boundaries
Validates Clean Architecture layer boundaries by checking that domain has no external imports, application doesn't import from interfaces, and infrastructure implements repository interfaces correctly. Use befo...
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GitHub
mcp-interoperability
strategies for scalable agent architecture. Use this to solve the "N x M" integration problem, implement dynamic tool discovery, and decouple agents from specific tool implementations.
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GitHub
senior-engineering
A collection of skills for TDD (Test-Driven Development), Clean Architecture enforcement, and automated refactoring strategies.
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GitHub
delegation-principle
Core principle that the main agent is a coordinator, not an implementer. All work must be delegated to subagents.
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GitHub
architecture
アプリケーションアーキテクチャ設計。DDD、クリーンアーキテクチャ、マイクロサービス、イベント駆動設計時に使用。
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GitHub
client-responsibilities
Client class responsibilities - connection ONLY, no business operations
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GitHub
architecture-validate-architecture
Automates architecture validation for Clean Architecture, Hexagonal, Layered, and MVC patterns. Detects layer boundary violations, dependency rule breaches, and architectural anti-patterns. Use when asked to "v...
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GitHub
solid-principles
協助檢查 PHP/Laravel 程式碼是否符合 SOLID 原則。當需要審查程式碼架構、重構建議、或評估設計品質時載入此技能。
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GitHub
role-architect
Activate Architect mode for system design and architecture decisions. Use when planning features, designing systems, or making architectural choices.
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GitHub
ddd-aggregate-design
Design rich domain aggregates with proper encapsulation, domain events, and the Export pattern. Use when implementing DDD aggregates with event sourcing patterns.
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