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。
Découvrez les skills databases architecture patterns, comparez leurs dépôts et consultez leurs instructions.
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。
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。
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。
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。
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。
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。
Create implementation plans for Next.js features. Use when breaking down user stories into tasks, planning feature implementation, or decomposing complex requirements.
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...
Universal template for implementing categorical structures in meta-prompting frameworks. Applies to functors, monads, comonads, natural transformations, adjunctions, hom-equivalences, limits, colimits, and enri...
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...
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.
Spec-First Development with OpenSpec for Spring Boot. Align on specifications before implementation begins.
Maven Modular Architecture with profiles for optional components. Enable/disable modules like Redis, Kafka, RabbitMQ dynamically.
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...
TDD (Test-Driven Development) skill with Mockito for Spring Boot. Guides the Red-Green-Refactor cycle for writing tests first.
Effect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.
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,...
Error modeling and recovery with TaggedError, catchTag(s), mapError, and retry schedules. Use when defining errors or adding resilience.
Define services, provide layers, compose dependencies, and switch live/test. Use for DI boundaries and app composition.
Resource safety with acquireRelease, Effect.scoped, and finalizers. Use when opening files, sockets, servers, or external handles.
Queue and PubSub patterns, background fibers, and graceful shutdown. Use for decoupling producers/consumers.
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...
Guide for 12-Factor cloud-native applications. Use when designing microservices, configuring containers, deploying to Kubernetes, or following cloud-native patterns.
Guide for building concurrent, fault-tolerant systems using OTP (GenServer, Supervisor, Task, Agent) and Elixir concurrency primitives
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.