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Azure AI Metrics Advisor Skill

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.
本Skill为Azure AI Metrics Advisor提供专家指导，涵盖决策制定、安全、配置以及集成与编码模式。它结合了本地快速参考内容与远程文档获取能力。

How to Use This Skill

如何使用本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.
Agent 重要提示：使用下方的分类索引定位相关章节。对于带有行范围的分类（例如
L35-L120
），使用
read_file
读取指定行；对于带有文件链接的分类（例如
[security.md](security.md)
），使用
read_file
读取链接的参考文件。
Agent 重要提示：如果
metadata.generated_at
已超过3个月，建议用户从仓库拉取最新版本。如果
mcp_microsoftdocs
工具不可用，建议用户安装：安装指南
本Skill需要网络访问权限以获取文档内容：
  • 首选方式：使用
    mcp_microsoftdocs:microsoft_docs_fetch
    ，并携带查询字符串
    from=learn-agent-skill
    ，返回Markdown格式内容。
  • 备选方式：使用
    fetch_webpage
    ，并携带查询字符串
    from=learn-agent-skill&accept=text/markdown
    ，返回Markdown格式内容。

Category Index

分类索引

CategoryLinesDescription
Decision MakingL32-L36Guidance on estimating, optimizing, and controlling Azure Metrics Advisor costs, including pricing concepts, cost drivers, and budgeting/management best practices.
SecurityL37-L42Configuring Metrics Advisor security: encrypting data at rest with customer-managed keys and creating/using secure credential entities for data source access.
ConfigurationL43-L48Setting 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 PatternsL49-L54Connecting Metrics Advisor to various data sources, crafting valid ingestion queries, and using its REST API/SDKs to integrate anomaly detection into applications
分类行范围描述
决策制定L32-L36关于估算、优化和控制Azure Metrics Advisor成本的指导，包括定价概念、成本驱动因素以及预算与管理最佳实践。
安全L37-L42配置Metrics Advisor安全：使用客户管理密钥加密静态数据，以及创建和使用安全凭据实体以访问数据源。
配置L43-L48设置Metrics Advisor：配置警报挂钩（邮件/网络挂钩）、警报规则、数据源与检测设置，以及为你的实例调优异常检测行为。
集成与编码模式L49-L54将Metrics Advisor连接到各类数据源，编写有效的 ingestion 查询，以及使用其REST API/SDK将异常检测集成到应用程序中。

Decision Making

决策制定

TopicURL
Plan and manage Azure Metrics Advisor costshttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/cost-management
主题链接
规划和管理Azure Metrics Advisor成本https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/cost-management

Security

安全

TopicURL
Configure data-at-rest encryption for Metrics Advisorhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/encryption
Create secure credential entities for Metrics Advisorhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/credential-entity
主题链接
为Metrics Advisor配置静态数据加密https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/encryption
为Metrics Advisor创建安全凭据实体https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/credential-entity

Configuration

配置

TopicURL
Configure Metrics Advisor alert hooks and ruleshttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/alerts
Configure Metrics Advisor instance and detection settingshttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/configure-metrics
主题链接
配置Metrics Advisor警报挂钩与规则https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/alerts
配置Metrics Advisor实例与检测设置https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/how-tos/configure-metrics

Integrations & Coding Patterns

集成与编码模式

TopicURL
Connect diverse data sources to Metrics Advisorhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/data-feeds-from-different-sources
Use Metrics Advisor REST API and client SDKshttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/quickstarts/rest-api-and-client-library
Write valid data ingestion queries for Metrics Advisorhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/tutorials/write-a-valid-query
主题链接
将多种数据源连接到Metrics Advisorhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/data-feeds-from-different-sources
使用Metrics Advisor REST API与客户端SDKhttps://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/quickstarts/rest-api-and-client-library
为Metrics Advisor编写有效的数据 ingestion 查询https://learn.microsoft.com/en-us/azure/ai-services/metrics-advisor/tutorials/write-a-valid-query