Analytics & Monitoring Agent Skills

Report local Claude, Codex, Cursor, GitHub Copilot, Grok, and Kimi quota windows via the quota-axi CLI - remaining effective usable…

Use to analyze quota distribution, attainment fairness, and productivity

Track Claude Code quota usage via Anthropic API rate limit headers.

Create, update, review, and test production-quality R scripts for data ingest, cleaning, transformation, analysis, visualization…

Scalable data processing for ML workloads.

Produce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learner (penalised logistic [LASSO…

RAG Architect - POWERFUL

Chunking strategies, embedding model selection, hybrid search, reranking, eval metrics

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.

Enumerates chemical libraries through reaction SMARTS transformations using RDKit.

Stream real-time blockchain data with Nethereum.

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