Digital R&D team orchestrator. Detects current phase, coordinates PM→Architect→DBA→UI→ProjectManager→Engineers→QA delivery, with gate approvals at each phase.
数字化研发团队协调人。自动判断当前阶段，协调 PM→架构师→DBA→UI→项目经理→工程师→QA 有序交付，每阶段带门控审批。
Frontend Engineer role skill. Use when you need to implement frontend features based on product requirements, UI design specs, and architecture constraints. Keywords: frontend development, component implementation, state management, Vue 3, React, TypeScript, SCSS, page layout, interaction implementation, API integration, routing, performance optimisation, code standards, engineering quality.
Java Backend Engineer role skill. Use when you need to implement Java/Spring Boot backend features, REST APIs, microservices, database operations, Service layer, or Repository layer. Keywords: Java, Spring Boot, Spring Cloud, MyBatis Plus, Maven, backend development, API implementation, microservices, Redis, Kafka, senior engineer.
Technical Plan role skill (P5b). Use when you need to produce a concrete, file-level implementation plan that bridges design artefacts and executable code. Keywords: implementation plan, task sequencing, file map, integration points, dependency order, WBS, code-level planning.
Python Backend Engineer role skill. Use when you need to implement Python backend features, async REST APIs, data processing pipelines, AI/ML inference services, or web scraping workflows. Keywords: Python, FastAPI, Pydantic, SQLAlchemy, asyncpg, Pandas, Polars, Celery, LangChain, Playwright, Scrapy, data pipeline, async, backend development.
前端工程师角色技能。当需要根据产品需求、UI设计方案和架构约束实现具体前端功能时使用。关键词：前端开发、组件实现、状态管理、Vue 3、React、TypeScript、SCSS、页面布局、交互实现、API集成、路由、性能优化、代码规范、工程质量。
Java后端工程师角色技能。当需要实现Java/Spring Boot后端功能、REST API、微服务、数据库操作、服务层、Repository层实现时使用。关键词：Java、Spring Boot、Spring Cloud、MyBatis Plus、Maven、后端开发、API实现、微服务、Redis、Kafka、资深工程师。