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通过 Firecrawl CLI 搜索、抓取网页并与 Web 交互。当用户想要搜索网络、查找文章、研究主题、在线查询、抓取网页、从 URL 获取内容、从网站提取数据、爬取文档、下载网站，或与需要点击或登录的页面进行交互时，请使用此技能。当用户说“获取此页面”、“从中提取内容”、“获取位于 https:// 的页面”或提及外部网站时，也应使用此技能。它提供实时网络搜索、完整页面内容获取和交互功能——超越了 Claude 原生内置工具的能力。对于本地文件操作、git 命令、部署或代码编辑任务，请勿触发此技能。

查询 Microsoft 官方文档，以查找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub 等平台的概念、教程和代码示例……

通过 Tavily CLI 进行网页搜索、内容提取、抓取和深度研究。当用户需要搜索网页、查找文章、研究主题、在线查询、从 URL 提取内容、获取网页文本、抓取文档、下载网站页面、发现域名上的 URL 或进行带引用的深入研究时使用此技能。当用户说"获取此页面"、"拉取内容从"、"获取 https:// 页面"、"帮我找关于...的文章"或提及从外部网站提取数据时也使用。这提供 LLM 优化的网页搜索、内容提取、站点抓取、URL 发现和 AI 驱动的深度研究——超越智能体原生能力的功能。请勿在本地文件操作、git 命令、部署或代码编辑任务时触发。

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on…

Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use when: user wants to "build an agent", "AI agent", "chat agent", "stateful agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling". Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

Builds remote MCP (Model Context Protocol) servers on Cloudflare Workers with tools, OAuth authentication, and production deployment. Generates server code, configures auth providers, and deploys to Workers. Use when: user wants to "build MCP server", "create MCP tools", "remote MCP", "deploy MCP", add "OAuth to MCP", or mentions Model Context Protocol on Cloudflare. Also triggers on "MCP authentication" or "MCP deployment". Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

程序化网页搜索，支持上下文隔离。当需要搜索网页、筛选结果并提取特定信息时使用此技能，无需让原始 HTML 和样板内容污染上下文窗口。这是网页研究的默认技能。由"搜索"、"查找"、"查询"、"研究"、"最新进展"或任何需要当前网络信息的查询触发。当用户要求"搜索并筛选"、"找到重要部分"或"提取关键细节"时同样适用——即任何需要精选、无噪音内容的场景。

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources…

与 Paperclip 控制平面 API 交互，以管理任务、与其他代理协作并遵循公司治理。在需要检查分配的任务、更新任务状态、委派工作、发表评论、设置或管理例程（定期计划任务）或调用任何 Paperclip API 端点时使用。切勿用于实际的领域工作本身（编写代码、研究等）——仅用于 Paperclip 协调。

Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a…

Help users build and scale internal platforms and technical infrastructure. Use when someone is deciding whether to build vs buy tooling, designing developer…

Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any…

使用当前的 alpha SDK/运行时创建新的 Paperclip 插件。在搭建插件包脚手架、添加新示例插件或更新插件开发文档时使用。涵盖受支持的 worker/UI 接口、路由约定、脚手架流程以及验证步骤。

Generate contextual briefings for legal work — daily summary, topic research, or incident response. Use when starting your day and need a scan of…

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the…

Official Salesforce documentation retrieval guidance. Use when you need authoritative Salesforce docs from developer.salesforce.com or help.salesforce.com, especially when pages are JS-heavy, shell-rendered, or hard to extract with naive fetching.

Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases…

新增 AI 提供商文档指南。在添加新的 AI 提供商（如 OpenAI、Anthropic 等）文档时使用，包括使用文档、…

Provides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity search, and vector management for Java…

Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG…