How do I install the Azure Metrics Advisor skill?

Run npx skillmds add majiayu000/azure-metrics-advisor in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Azure Metrics Advisor safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Azure Metrics Advisor?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Azure Metrics Advisor free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Azure Metrics Advisor?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Azure Metrics Advisor by majiayu000

Name: Azure Metrics Advisor
Rating: 4.2 (5 reviews)
Author: majiayu000

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).

majiayu000 d2f19b3 2 files · 4.8 KB Updated Sep 9, 2026 567 repo stars

File contents

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), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools 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_fetch with query string from=learn-agent-skill. Returns Markdown.
Fallback: Use fetch_webpage with query string from=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

---name: azure-metrics-advisordescription: 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).---# 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`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file > **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) This skill requires **network access** to fetch documentation content: - **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown. - **Fallback**: Use `fetch_webpage` with query string `from=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 |

Frequently asked questions