Analytics & Monitoring Agent Skills for Claude Code

When to activate: RAG, retrieval augmented generation, LangChain, LlamaIndex, vector stores, embeddings, retrieval, chunking, reranking…

Build production-ready LLM applications, advanced RAG systems, and intelligent agents.

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.

Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification.

Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.

Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning.

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

Azure AI Agents Persistent SDK for .NET.

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java.

Azure AI Content Understanding SDK for Python.

Azure AI Document Intelligence SDK for .NET.

Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation…

Build AI applications on Microsoft Foundry using the azure-ai-projects SDK.

Build real-time voice AI applications with bidirectional WebSocket communication.

Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.

Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).

Auto-instrument Node.js applications with distributed tracing, metrics, and logs.

Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.

Azure Speech to Text REST API for short audio (Python).

Text and document translation with REST-style clients.