ReddRadar
Agent skill
azure-metrics-advisor
Expert knowledge for Azure AI Metrics Advisor development including decision making, security, configuration, and integrations & coding patterns. Use when configuring data feeds, tuning anomaly detection, managing alert hooks, or integrating the Metrics Advisor APIs, and other Azure AI Metrics Advisor related development tasks. Not for Azure AI Anomaly Detector (use azure-anomaly-detector), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).
Install this agent skill to your Project
npx add-skill https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-metrics-advisor
Metadata
Additional technical details for this skill
- generator
- docs2skills/1.0.0
- generated at
- 2026-02-28
SKILL.md
Azure AI Metrics Advisor Skill
This skill provides expert guidance for Azure AI Metrics Advisor. Covers decision making, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
How to Use This Skill
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
- Preferred: Use
mcp_microsoftdocs:microsoft_docs_fetchwith query stringfrom=learn-agent-skill. Returns Markdown. - Fallback: Use
fetch_webpagewith query stringfrom=learn-agent-skill&accept=text/markdown. Returns Markdown.
Category Index
| Category | Lines | Description |
|---|---|---|
| Decision Making | L32-L36 | Guidance on estimating, optimizing, and controlling Azure Metrics Advisor costs, including pricing concepts, cost drivers, and budgeting/management best practices. |
| Security | L37-L42 | Configuring Metrics Advisor security: encrypting data at rest with customer-managed keys and creating/using secure credential entities for data source access. |
| Configuration | L43-L48 | Setting up Metrics Advisor: configuring alert hooks (email/webhook), alerting rules, data feed and detection settings, and tuning anomaly detection behavior for your instance. |
| Integrations & Coding Patterns | L49-L54 | Connecting Metrics Advisor to various data sources, crafting valid ingestion queries, and using its REST API/SDKs to integrate anomaly detection into applications |
Decision Making
| Topic | URL |
|---|---|
| Plan and manage Azure Metrics Advisor costs | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/cost-management |
Security
| Topic | URL |
|---|---|
| Configure data-at-rest encryption for Metrics Advisor | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/encryption |
| Create secure credential entities for Metrics Advisor | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/credential-entity |
Configuration
| Topic | URL |
|---|---|
| Configure Metrics Advisor alert hooks and rules | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/alerts |
| Configure Metrics Advisor instance and detection settings | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/configure-metrics |
Integrations & Coding Patterns
| Topic | URL |
|---|---|
| Connect diverse data sources to Metrics Advisor | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/data-feeds-from-different-sources |
| Use Metrics Advisor REST API and client SDKs | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/quickstarts/rest-api-and-client-library |
| Write valid data ingestion queries for Metrics Advisor | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/tutorials/write-a-valid-query |
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