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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).
npx claudepluginhub atc-net/atc-agentic-toolkit --plugin azureThis skill uses the workspace's default tool permissions.
This skill provides expert guidance for Azure Metrics Advisor. Covers decision making, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
Manages Azure costs using CLI tools for Advisor recommendations, budgets, anomaly alerts, savings plans, reservations, exports, and commitment discounts.
Queries Azure Log Analytics workspaces and Monitor metrics using Python SDK. Supports Kusto queries, batch operations, time ranges, pandas DataFrames, and partial result handling.
Queries Azure Monitor logs from Log Analytics workspaces and metrics using Python SDK. Supports time ranges, batch queries, Pandas DataFrames, and partial result handling.
Share bugs, ideas, or general feedback.
This skill provides expert guidance for Azure Metrics Advisor. Covers decision making, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
IMPORTANT for Agent: This file may be large. Use the Category Index below to locate relevant sections, then use
read_filewith specific line ranges (e.g.,L136-L144) to read the sections needed for the user's question This skill requires network access to fetch documentation content. Usemcp_microsoftdocs:microsoft_docs_fetchto retrieve full articles.
WebFetch tool if the Microsoft Learn MCP server is not available.| Category | Lines | Description |
|---|---|---|
| Decision Making | L26-L29 | Guidance on estimating, optimizing, and controlling Azure Metrics Advisor costs, including pricing concepts, cost drivers, and budgeting/management best practices. |
| Security | L31-L35 | Configuring Metrics Advisor security: encrypting data at rest with customer-managed keys and creating/using secure credential entities for data source access. |
| Configuration | L37-L41 | 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 | L43-L48 | Connecting Metrics Advisor to various data sources, crafting valid ingestion queries, and using its REST API/SDKs to integrate anomaly detection into applications |
| Topic | URL |
|---|---|
| Plan and manage Azure Metrics Advisor costs | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/cost-management |
| 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 |
| 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 |
| 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 |