Analytics & Monitoring Agent Skills for Microsoft Copilot

When the user wants to improve product quality, implement quality control systems, reduce defects, or analyze quality data.

Use when building or auditing the quantitative analysis behind a Review of Economic Dynamics (RED) manuscript — calibration…

Required reading before writing any HogQL/SQL or calling execute-sql against PostHog.

How to query the document_embeddings table for raw signal data using HogQL.

R visual creation and ggplot2 patterns for PBIR reports.

Report which research-corpus radar sidecars are overdue for refresh.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.

Build document analysis applications using the Azure AI Document Intelligence SDK for Java.

Distributed training orchestration across clusters.

End-to-end workflow from cluster data to deviation reports and optional Jira follow-up

Logging, error messages, and debugging patterns for React.

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

This skill should be used when users need to create or debug Bloblang transformation scripts.

Execute this skill empowers AI assistant to perform regression analysis

Inspects remote server GPU usage, VRAM allocation, running compute processes, and Docker container mappings via SSH.

When the user wants a defensible renewal revenue forecast for a book, segment, quarter or year — categories, dollars, confidence, and the…

Runs an open model in the cloud two ways, and makes the user choose with real numbers.

Use when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it…

Use when assembling data, code, and spatial-data documentation for a Journal of Economic Geography (JEG) manuscript.

Use when assembling the data, code, and access documentation for a Journal of Health Economics (JHE) manuscript — where much health data…

Use when assembling the data and code replication package for a Journal of Law, Economics, and Organization (JLEO) manuscript — building…