{"id":"73f8f4b8-336a-4f3b-bd14-bd7234f4b66a","shortId":"ZNE8Jr","kind":"skill","title":"azure-metrics-advisor","tagline":"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, securing creds, or calling Metrics Advisor APIs, and ","description":"# Azure AI Metrics Advisor Skill\n\nThis 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.\n\n## How to Use This Skill\n\n> **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\n\n> **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)\n\nThis skill requires **network access** to fetch documentation content:\n- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.\n- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.\n\n## Category Index\n\n| Category | Lines | Description |\n|----------|-------|-------------|\n| Decision Making | L32-L36 | Guidance on estimating, controlling, and optimizing Metrics Advisor costs and usage, including pricing factors, quotas, and cost-management best practices. |\n| Security | L37-L42 | Encrypting Metrics Advisor data, configuring auth, and securely creating, storing, and managing data source credentials and keys for anomaly detection. |\n| Configuration | L43-L47 | Setting up Metrics Advisor: configuring alert hooks (email/webhook), alerting rules, data feed and detection settings, and tuning anomaly detection behavior for your instance. |\n| Integrations & Coding Patterns | L48-L52 | Connecting Metrics Advisor to various data sources, crafting valid ingestion queries, and using its REST API/SDKs to integrate anomaly detection into applications |\n\n### Decision Making\n| Topic | URL |\n|-------|-----|\n| Plan and manage Azure Metrics Advisor costs and usage | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/cost-management |\n\n### Security\n| Topic | URL |\n|-------|-----|\n| Configure Metrics Advisor data encryption and authentication | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/encryption |\n| Create and manage Metrics Advisor credential entities securely | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/credential-entity |\n\n### Configuration\n| Topic | URL |\n|-------|-----|\n| Configure Metrics Advisor instance and detection settings | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/configure-metrics |\n\n### Integrations & Coding Patterns\n| Topic | URL |\n|-------|-----|\n| Connect diverse data sources to Metrics Advisor | https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/data-feeds-from-different-sources |\n| 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 |","tags":["azure","metrics","advisor","agent","skills","microsoftdocs","agent-skills","agentic-skills","agentskill","ai-agents","ai-coding","azure-functions"],"capabilities":["skill","source-microsoftdocs","skill-azure-metrics-advisor","topic-agent","topic-agent-skills","topic-agentic-skills","topic-agentskill","topic-ai-agents","topic-ai-coding","topic-azure","topic-azure-functions","topic-azure-kubernetes-service","topic-azure-openai","topic-azure-sql-database","topic-azure-storage"],"categories":["Agent-Skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/MicrosoftDocs/Agent-Skills/azure-metrics-advisor","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add 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