Analytics & Monitoring Agent Skills for Claude Desktop

RAG Architect - POWERFUL

Retrieval-Augmented Generation patterns for grounded LLM responses.

Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and…

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate…

Expert in designing and building autonomous AI agents.

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent…

Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP.

Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping.

Build image analysis applications with Azure AI Vision SDK for Java.

Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.

Extract text, tables, and structured data from documents using prebuilt and custom models.

Azure Monitor OpenTelemetry Exporter for Java.

Enumerates chemical libraries through reaction SMARTS transformations using RDKit.

Stream real-time blockchain data with Nethereum.

Debug and optimize AI agents by analyzing reasoning traces, context degradation, tool confusion, instruction drift, repeated task…

Use when positioning an ACM RecSys submission against recommender-systems literature and its neighbors (SIGIR, KDD, WSDM, TheWebConf…

Use when strengthening the reproducibility of an ACM RecSys paper or preparing a RecSys Reproducibility Track submission — pinning dataset…

Stands up the post-launch loop for a shipped AI product — ship behind sign-off → observe tweak-time (how much the customer edits before…

Automate Refiner tasks via Rube MCP (Composio).

Manually refresh wallet balances shown in a compatible CLI status line.

Track and analyze regression statistics, trends, hotspots, and health indicators across test suites