全部能力

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval…

Summarize deep research results into markdown report, cover all fields, skip uncertain values.

Research Google Trends search-intent signals for topic discovery, keyword momentum, regional interest, and rising queries without treating search trends as the…

Discover Instagram creators through search, hashtags, tagged mentions, posts, and Reels, then enrich and rank them into research pools and shortlists.

Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to a self-hosted…

Runs a structured brand intake interview and then conducts web research to build a comprehensive brand context document. Use this whenever the user says…

Google Gemini File Search for managed RAG with 100+ file formats. Use for document Q&A, knowledge bases, or encountering immutability errors, quota issues,…

Online-course / workshop module deck — warm paper background + Playfair serif, persistent left sidebar of learning objectives, MCQ self-check page. Use for…

memory-search — an installable skill for AI agents, published by ruvnet/ruflo.

使用托管的个人主页和帖子合集，研究 Instagram 账号，实现创作者发掘、竞品画像和账号健康快照。

钉钉通讯录与联系人查询。当用户提到"钉钉通讯录"、"查找员工"、"搜索用户"、"查用户信息"、"获取用户详情"、"用户手机号"、"员工姓名"、"员工工号"、"查部门"、"搜索部门"、"部门成员"、"部门列表"、"部门详情"、"子部门"、"父部门"、"部门路径"、"员工总数"、"通讯录搜索"、"userId 转…

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships…

Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report

Expert in graph database design and development with deep knowledge of graph modeling, traversals, query optimization, and relationship patterns. Specializes…

Orchestrate firmware rollouts with canary deployment and anomaly-gated advancement

Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when…

research-synthesize — an installable skill for AI agents, published by ruvnet/ruflo.

Find, read, download, and locally cache academic papers. Disambiguate ambiguous queries, discover via keyword search / citation traversal / recommendations /…

Verifies claims in .md files (paths, versions, counts, configs, endpoints) against codebase, cross-checks contradictions. Use when auditing docs accuracy.

Guides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem, Cognee), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, adaptive memory, dynamic memory or memory benchmarks (LoCoMo, LongMemEval).