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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.

Index symbols using ripgrep regex patterns when neither LSP nor ctags is available. Covers TypeScript, JavaScript, Python, Go, Rust, Ruby, Java, Kotlin, C, C++, PHP, and can be extended with custom patterns for any language via .claude/codemunch/config.json.

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。

Guia para a criação de servidores MCP (Model Context Protocol) de alta qualidade que permitem que LLMs interajam com serviços externos através de ferramentas bem projetadas. Utilize ao construir servidores MCP para integrar APIs ou serviços externos, seja em Python (FastMCP) ou Node/TypeScript (MCP SDK).

Use when creating, editing, formatting, exporting, or extracting LibreOffice Writer (.odt) documents via UNO, including session-based edits, structured text targets, tables, images, lists, patch workflows, and snapshots.

Expert guidance for building AI agents with the Claude Agent SDK in Python. Use when the user writes Python code with the SDK, imports claude_agent_sdk, uses query(), ClaudeSDKClient, ClaudeAgentOptions, AgentDefinition, creates custom @tool functions, sets up hooks, integrates MCP servers, manages sessions, or debugs SDK issues in Python. Also triggers on: "claude_agent_sdk", "ClaudeAgentOptions"

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。

Switch this repository from one nyann profile to another. TRIGGER ON: 'switch profile', 'migrate profile', 'change this repo profile', 'switch from X to Y', 'change profile to', 'migrate from', 'use a different profile', 'switch to nextjs', 'switch to python'. Computes a diff between source and target profiles, previews all hook/config/convention changes, and applies via bootstrap.

Compare two nyann profiles side-by-side and show what would change. TRIGGER ON: 'diff profiles', 'compare profiles', 'what's different between profiles', 'profile diff', 'diff default vs nextjs', 'compare default and python-cli', 'what would change if I switch profiles', 'show me the difference between profiles', 'how does X profile differ from Y', 'what hooks does X add over Y', 'profile comparis

Detect which Language Server Protocol (LSP) servers are available for the current project and configure codemunch to use them. Checks for installed language servers across all major languages and writes the LSP config to .claude/codemunch/config.json.

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。