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Google Workspace CLI (gws) for managing all 18 Workspace APIs from the terminal. Use when running gws commands, listing Drive files, sending Gmail, reading Sheets, creating Calendar events, managing Tasks, querying Chat, pushing Apps Script, building cross-service automations, or when user mentions gws or Google Workspace CLI. NOT for building MCP servers (use mcp-server), NOT for general API desi

Generates comprehensive documentation for any Claude Code plugin by fetching and analyzing all source files. Use when you need to document a Claude plugin, write a plugin README, explain how a plugin works, generate plugin usage guides, create plugin tutorials, analyze a plugin architecture for documentation, or produce installation and setup instructions. Takes a GitHub URL or local path, fetches

Designs a complete Retrieval-Augmented Generation (RAG) pipeline for a given use case, including chunking strategy, embedding model selection, and retrieval approach.

工具版本检查与更新，扫描 npm/brew/pip/uv/GitHub/plugins/skills 逐项对比已装和最新版本，生成带编号报告，确认后才执行更新。Use when 用户说"检查更新""工具版本""看看哪些该更新了""brew有没有过期的""opencli是不是该更新了"或提到工具版本/环境更新。

Design ad-hoc personas for niche domains when the canonical 12 brainstorm- swarm personas don't fit. Covers: when a custom persona is justified (vs forcing canonical to fit), the persona-design template (voice, contribution shape, output format), anti-patterns (too-narrow personas, redundant personas, sock-puppet personas), and how to invoke a custom persona inline via Task() with a tailored promp

Build and debug Pydantic AI agents using best practices for dependencies, dynamic system prompts, tools, and structured output validation. Use when the user wants to: (1) Create a new Pydantic AI agent, (2) Debug or fix an existing agent, (3) Add features like tools, validators, or dynamic prompts, (4) Integrate OpenRouter for multi-model access, (5) Add Logfire for debugging/observability, (6) St

Reviews web forms for usability issues — field ordering, validation messages, error states, and accessibility.

Use when reverse engineering tools are missing, not working, or need configuration. Installation guides for radare2 (r2), Ghidra, GDB, QEMU, Frida, binutils, and cross-compilation toolchains. Keywords - "install radare2", "setup ghidra", "r2 not found", "qemu missing", "tool not installed", "configure gdb", "cross-compiler"

Generates clear, user-friendly release notes from a git log or list of PRs.

Multi-AI confidence bid — each AI rates their confidence on a task, user picks who takes it

生成专业分镜图片提示词，适配扩散模型（FLUX/SDXL/Gemini）。校验质量后拆分为独立文件，或直接生成带产品描述的 Gemini 提示词模板。Use when 用户说"生成分镜提示词""校验分镜""拆分镜""分镜""分镜图"或提到视频分镜/镜头提示词/产品分镜模板。

Use when the user asks to improve, compare, audit, or identify gaps in an existing skill.