Analytics & Monitoring Agent Skills for HTTP / API

Design, select, critique, and revise quantitative data visualizations for accurate, efficient human perception.

Use when targeting Quantitative Economics (QE) or deciding whether a structural / quantitative manuscript fits this venue.

Generates a full QBR narrative — revenue trend, margin trend, customer health, top opportunities and risks — as a presentation-ready PDF…

Run custom queries on Sentry events and issues with advanced filtering

Agent-only decision procedure for resolving a matched crew-dispatch profile array from current quota-axi output, including effective…

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.