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dev-tech-view-supplement
根据设计补充Dev视角的技术细节（数据库/API/通信协议），帮助Dev快速进入实施。当L1/L2设计缺乏技术细节、或准备向Dev交付前使用。
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databases architecture patterns AI 技能
发现 databases architecture patterns 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: databases architecture patterns
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GitHub
principle-dry
识别并消除知识重复，确保系统中每条知识有唯一权威表示。当需要重构代码、整理文档、优化配置、建立单一数据源时使用。覆盖代码重复、数据冗余、文档重复三大维度，提供具体消除策略和权衡建议。
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GitHub
goal-granularity-check
确保GOAL粒度合理，不过粗或过细。当GOAL创建完成后使用，确保GOAL符合单一职责原则。
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GitHub
arch-options-compare
比较多个架构方案（单体/微服务等），从SOLID原则、成本、复杂度等维度评分，生成对比表和推荐方案。当需要向客户解释架构选择或ADR决策时使用。
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GitHub
principle-soc
实现关注点分离，确保不同职责模块化和边界清晰。当需要架构分层设计、模块职责划分、横切关注点处理时使用。覆盖层次分离、功能分离、横切关注点三大维度，提供分离检查清单和耦合问题的诊断修复方法。
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GitHub
principle-solid
应用面向对象设计五大原则（单一职责、开闭、里氏替换、接口隔离、依赖倒置），系统化评审类与模块设计质量。当需要评审架构设计、重构现有代码、审查类职责划分时使用。支持多层次检查清单和违反原则的诊断修复。
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GitHub
feature-plan
Create implementation plans for Next.js features. Use when breaking down user stories into tasks, planning feature implementation, or decomposing complex requirements.
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GitHub
mcp-categorical
MCP (Model Context Protocol) server patterns with categorical tool composition and typed context protocols. Use when building MCP servers with categorical composition patterns, designing tool interfaces using f...
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GitHub
categorical-structure-builder
Universal template for implementing categorical structures in meta-prompting frameworks. Applies to functors, monads, comonads, natural transformations, adjunctions, hom-equivalences, limits, colimits, and enri...
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GitHub
voltagent-multiagent
VoltAgent multi-agent system design with natural transformation coordination between agents. Use when building TypeScript multi-agent AI systems, implementing agent coordination with categorical patterns, desig...
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GitHub
rapid-prototyping
Embrace vibe coding for rapid UI exploration. Covers when to iterate vs refine, ephemeral app patterns, and the art of fast, disposable prototyping with AI-assisted development.
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GitHub
spring-openspec
Spec-First Development with OpenSpec for Spring Boot. Align on specifications before implementation begins.
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GitHub
spring-maven-modular
Maven Modular Architecture with profiles for optional components. Enable/disable modules like Redis, Kafka, RabbitMQ dynamically.
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GitHub
spring-boot-full-stack
Complete Java Spring Boot skill set for building enterprise applications. Includes modular architecture with optional components: - PostgreSQL database with JPA/Hibernate + Flyway migration - Redis caching (opt...
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GitHub
spring-tdd-mockito
TDD (Test-Driven Development) skill with Mockito for Spring Boot. Guides the Red-Green-Refactor cycle for writing tests first.
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GitHub
effect-sql-db
Effect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.
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GitHub
effect-patterns-hub
Complete catalog of 130+ Effect-TS patterns from EffectPatterns repository. Use when looking for specific implementation patterns, best practices, or real-world examples. Complements other skills with concrete,...
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GitHub
effect-errors-retries
Error modeling and recovery with TaggedError, catchTag(s), mapError, and retry schedules. Use when defining errors or adding resilience.
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GitHub
effect-layers-services
Define services, provide layers, compose dependencies, and switch live/test. Use for DI boundaries and app composition.
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GitHub
effect-resources-scope
Resource safety with acquireRelease, Effect.scoped, and finalizers. Use when opening files, sockets, servers, or external handles.
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GitHub
effect-queues-background
Queue and PubSub patterns, background fibers, and graceful shutdown. Use for decoupling producers/consumers.
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GitHub
security-architecture-overview
Understand the defense-in-depth security architecture of Secure Vibe Coding OS. Use this skill when you need to understand the overall security approach, the 5-layer security stack, OWASP scoring, or when to us...
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GitHub
twelve-factor
Guide for 12-Factor cloud-native applications. Use when designing microservices, configuring containers, deploying to Kubernetes, or following cloud-native patterns.
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GitHub
elixir-otp-concurrency
Guide for building concurrent, fault-tolerant systems using OTP (GenServer, Supervisor, Task, Agent) and Elixir concurrency primitives
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。