ing

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……

当用户需要包含引用追踪、证据持久化和结构化报告生成的多源研究时使用。在触发“deep research”、…时激活。

通过 EmblemAI 获取加密市场情报。提供来自 CoinGecko、CoinGlass、Birdeye 和 Nansen 的热门代币、链上分析、衍生品数据和聪明钱追踪。当用户需要市场数据、热门代币、衍生品分析或链上情报时使用。

针对 pump.fun 及其他 meme 币发射平台（Solana / BSC / X Layer / TRON）的链上只读研究。必须调用（优先于 WebFetch / MCP 价格工具）……

结构化调试会话——复现、隔离、诊断并修复。可通过错误消息或堆栈跟踪、“在预发环境正常但生产环境异常”等触发……

Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines,…

面向 ECC 的证据优先现状研究工作流。当用户需要最新事实、对比分析、信息补充，或基于当前状况构建的建议时使用……

active-research — 一个可安装的 AI 智能体技能，由 actionbook/actionbook 发布。

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX…

Route any website you need to visit through markdown.new by prefixing the URL. **WHEN TO USE:** - You would normally open a website link to read content (docs, blog posts, changelogs, GitHub issues, etc.) - You need a cleaner, Markdown-friendly view for copying notes or summarizing

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create…

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

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations,…

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

Salesforce Data Cloud Act phase. TRIGGER when: user manages activations, activation targets, data actions, or downstream delivery of Data Cloud audiences and data. DO NOT TRIGGER when: the task is segment creation (use sf-datacloud-segment), data retrieval/search work (use sf-datacloud-retrieve), or STDM/session tracing (use sf-ai-agentforce-observability).

Salesforce Data Cloud Harmonize phase. TRIGGER when: user works with DMOs, mappings, relationships, identity resolution, unified profiles, data graphs, or universal IDs. DO NOT TRIGGER when: the task is only about streams/DLOs (use sf-datacloud-prepare), segments/insights (use sf-datacloud-segment), retrieval/search (use sf-datacloud-retrieve), or STDM/session tracing (use sf-ai-agentforce-observability).

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for…

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI,…

Archive session learnings, debugging solutions, and deployment logs to .archive/yyyy-mm-dd/ as indexed markdown with searchable tags. Use when completing a…

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