nelson820125

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.

UI/UX Designer role skill. Use when you need to design page structures, interaction flows, user experience analysis, UI specifications, component style definitions, or translate product requirements into executable UI design specs. Keywords: UI design, UX design, interaction design, page layout, component standards, Design System, user experience, information architecture.

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.

DevOps 工程师角色技能。当需要输出部署指南、定义发布操作手册、制定基础设施采购计划或编写三方服务集成要求文档时使用。关键词：部署、发布指南、基础设施、采购、操作手册、清单、三方集成、环境配置、回滚方案。

项目经理角色技能。当需要进行任务拆解、WBS制定、依赖管理、里程碑规划、交付节奏控制，或需要将已确认的需求与架构方案转化为可执行任务计划时使用。关键词：任务拆解、WBS、里程碑、依赖管理、交付计划、风险控制、Sprint规划。

Digital R&D team orchestrator. Detects current phase, coordinates PM→Architect→DBA→UI→ProjectManager→Engineers→QA delivery, with gate approvals at each phase.

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.

Database Architect / DBA role skill. Use when you need to design database schemas, performance strategies, security design, or data model reviews. Keywords: database design, schema design, table structure, index design, performance optimisation, data security, data integrity, ER diagram, database standards.

技术实施方案角色技能（P5b）。当需要生成可直接交付给工程师执行的文件级实施方案、桥接设计产出物与可执行代码时使用。关键词：实施方案、任务排序、文件映射、集成点、依赖顺序、WBS、代码级规划。

UI/UX设计师角色技能。当需要进行页面结构设计、交互方案设计、用户体验分析、UI规范输出、组件样式定义，或需要将产品需求转化为可执行的UI设计说明时使用。关键词：UI设计、UX设计、交互设计、页面布局、组件规范、Design System、用户体验、信息架构。

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。

.NET后端工程师角色技能。当需要实现.NET/C#后端功能、API接口、数据库操作、服务层、Repository层实现时使用。关键词：.NET、C#、ASP.NET Core、Entity Framework、Dapper、SqlSugar、后端开发、API实现、数据库、服务实现、Blazor。