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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。

使用向量数据库实现高效的相似性搜索。适用于构建语义搜索、实现最近邻查询或优化检索……

Darwin Skill (达尔文.skill)：受 Karpathy 的 autoresearch 启发的自主技能优化器。使用 8 维度评估标准（结构 +…）评估 SKILL.md 文件

Use when the user asks to "optimize entity presence"; builds Knowledge Graph, Wikidata, sameAs, and AI recognition signals. 实体优化/知识图谱

Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with…

使用 tree-sitter AST 解析的 Token 优化型结构化代码搜索。当需要理解代码结构、查找……时，可使用此工具替代读取完整文件。

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the…

使用 QMD 搜索 Markdown 知识库、笔记和文档。当用户要求搜索笔记、查找文档或查阅信息时使用。

Google Ads 广告系列管理 - 广告系列设置、关键词研究、出价优化和效果报告

制定有效的网页搜索查询，分析搜索结果并综合研究发现。针对不同类型的信息需求优化搜索策略。

Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility".

World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage. Transform hypotheses into edges. Use when…

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

Generate comprehensive equity research snapshots combining analyst consensus estimates, company fundamentals, historical prices, and macroeconomic context. Use…

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

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

当用户想要设置、优化或扩展 Apple Search Ads (ASA) 广告系列时——包括关键词竞价、匹配类型、广告系列结构、Creative Sets……

LaTeX CV/resume templates for PhD students and researchers, covering ATS-optimized industry resumes and full academic CVs.

High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search,…

为 NeurIPS、ICML、ICLR、ACL、AAAI、COLM 撰写达到发表标准的 ML/AI 论文。适用于基于研究仓库起草论文、组织论证结构、验证…