Explorar skills

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。

Automatic index freshness gate. Called before any query command (search, fetch, refs, explore) to ensure the index exists and is up-to-date. Handles first-run setup, incremental re-indexing, and staleness detection — so users never need to manually index.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

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.

ACTIVATE on ANY request that involves writing, generating, reviewing, modifying, or outputting source code in any programming language — Python, JavaScript, TypeScript, Go, Java, Rust, C#, SQL, Terraform, or any other. This includes functions, endpoints, scripts, migrations, infrastructure-as-code, config files with logic, and code snippets in responses. Every piece of code the LLM produces must i

Recursive Language Model (dspy.RLM) that explores large contexts via a sandboxed Python REPL -- the LM writes code, queries sub-LMs, and iterates until it produces a final answer. Use when your input is too large for the context window, the model needs to explore data iteratively, you need recursive self-refinement with code execution, or you have research-style tasks requiring programmatic invest

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。

Use when you need to give DSPy agents tool-calling abilities — wrapping Python functions as tools, building tool-using pipelines, or setting up code execution environments. Common scenarios - wrapping a Python function as a tool for DSPy agents, building tool-using pipelines, setting up a calculator or search tool, giving agents access to databases or APIs, or configuring code execution environmen

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.