Intelligently routes user requests to the most appropriate Claude Code skill. ALWAYS use this skill FIRST when user asks for help, mentions "skill", "which", "how to", or seems unsure about which...

Exa AI neural search for docs, code, GitHub repos, papers. Triggers on "搜索/查询/查找/找一下", "有没有...文档/示例", "如何实现", "最新的...". Use instead of WebFetch when needing multiple results or smart filtering.

Expert in AI/ML with ALL MCP servers. Uses UltraThink for model analysis, Memory for experiment tracking, Context7 for ML docs, and NotebookLM for research papers.

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AI 增强版 LaTeX 示例智能生成器，实现 AI 与硬编码的有机融合。AI 做"语义理解"（分析章节主题、推理资源相关性、生成连贯叙述），硬编码做"结构保护"（格式验证、哈希校验、访问控制）。用于用户要求"填充示例内容/生成示例/补充 LaTeX 示例"等场景。

Real-time X/Twitter intelligence - analyze accounts, track topics, and monitor keywords using live data. Use when you need current social media insights, competitor monitoring, or audience research.

Upstash Vector DB setup, semantic search, namespaces, and embedding models (MixBread preferred). Use when building vector search features on Vercel.

Guide model fine-tuning processes for customized AI performance

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Create, update, and improve Claude Code agent files following Anthropic's official best practices. Use when user mentions "agent", "AGENT.md", "create agent", "update agent", "improve agent",...

Comprehensive guide for Effect-TS, the functional TypeScript library. Use when building Effect applications, especially MCP servers. Covers correct APIs, common misconceptions, and MCP-specific patterns.

Guide for implementing fast-agent hooks. Use when adding hook functions to agent cards or Python code for tasks like history compaction, saving sessions, modifying tool calls, or managing agent lifecycle.

Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths.

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Advanced NLP skill - Text classification, NER, sentiment analysis, document summarization, embeddings, and multi-language support. Use for any natural language processing task.

Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative problem-solving. Covers agent coordination,...

专为Dify工作流案例分享设计的公众号文章生成器,遵循小灰灰公众号写作规范,自动生成包含前言、工作流制作、总结的完整Dify案例文章,配有详细的节点配置、插件安装步骤、代码示例,并支持自动生成图片上传到腾讯云COS图床

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Expert in understanding user behaviors, needs, and motivations through qualitative and quantitative research methods to drive user-centered design.