Analytics & Monitoring Agent Skills for Microsoft Copilot

Analytics your AI agent can actually use.

This skill should be used when the user wants to "develop an agent", "build an agent using ADK", "run the agent locally", "debug agent…

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and…

Patterns and templates for generating valid Omnigent agent directories.

Your long-term knowledge pages. Read them at session start. Create new pages when you learn something worth remembering across sessions…

Agent observability, evals, feedback, and experiments.

Agent skill for performance-optimizer - invoke with $agent-performance-optimizer

Agent skill for scout-explorer - invoke with $agent-scout-explorer

Use when mapping code paths, entrypoints, and likely hot files before profiling.

Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.

Use when generating performance hypotheses backed by git history and code evidence.

Diagnoses AI agent execution traces, tool logs, and failure cascades to pinpoint root causes with visual Mermaid flowcharts and evidence…

Show the current state of a run — stages, roles, write locks, and gates.

Walk a client through a Responsible AI assessment questionnaire and score their answers 0-5 across eight RAI dimensions (Governance…

Use this skill to monitor and verify a deployed URL after releases — checks HTTP endpoints, SSE streams, static assets, console errors…

Unified media generation via fal.ai MCP — image, video, and audio.

gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and…

Expert instructions and domain workflows for health economist.

Design, build, revise, or QA quantitative charts and figures.

Conduct a structured ethical review of an AI or ML feature, model, or product.

AI/ML foundations knowledge base for Go and Python developers — an introductory machine learning article and a beginner's glossary of AI…