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MicrosoftDocs/azure-monitor

MicrosoftDocs

azure-monitor

Expert knowledge for Azure Monitor development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Log Analytics workspaces, AMA/DCRs, Application Insights, Prometheus/AKS, or Grafana integrations, and other Azure Monitor related development tasks. Not for Azure Managed Grafana (use azure-managed-grafana), Azure Network Watcher (use azure-network-watcher), Azure Service Health (use azure-service-health), Azure Defender For Cloud (use azure-defender-for-cloud).

globalRequires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
generated_at:2026-06-21
generator:docs2skills/1.0.0
New~10.8k
v1.0Saved Jun 26, 2026

Azure Monitor Skill

This skill provides expert guidance for Azure Monitor. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. 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 Location Description
Troubleshooting L37-L94 Diagnosing and fixing Azure Monitor data collection, agent, alert, pipeline, and workspace issues across VMs, containers, Prometheus, Application Insights, ITSM, and Copilot observability.
Best Practices L95-L130 Designing performant, reliable, and cost‑efficient Azure Monitor setups: alerts, autoscale, AKS/VM monitoring, logs/PromQL queries, workbooks, multicloud, and data collection best practices.
Decision Making L131-L170 Guidance for choosing Azure Monitor designs and migration paths (agents, alerts, costs, workspaces, OTEL, Grafana, SCOM/Splunk/Prometheus) and planning billing, scaling, and retention.
Architecture & Design Patterns L171-L176 Designing Azure Monitor architectures: enterprise-wide layouts, Private Link network patterns, choosing single vs multiple workspaces, and using workspace replication for resilience.
Limits & Quotas L177-L241 Limits, quotas, scale/perf planning, supported regions/OS/resources, ingestion/retention/timeouts, and metrics references for Azure Monitor, AMA, logs, Prometheus, and Container Insights
Security L242-L306 Securing Azure Monitor and related services: auth, RBAC, network/perimeter, TLS, keys, private access, secure ingestion, and auditing/security log schemas across many Azure/third‑party resources.
Configuration configuration.md Configuring Azure Monitor end to end: agents, DCRs, pipelines, alerts, autoscale, Application Insights, Kubernetes/Prometheus, Private Link, diagnostics, schemas, metrics, log tables, and workbooks.
Integrations & Coding Patterns integrations.md Integrating Azure Monitor with apps and tools (APM, OTEL, Prometheus, ITSM, Grafana, Logic Apps) plus Kusto query patterns, APIs, and webhooks for alerts, logs, and metrics.
Deployment deployment.md Deploying and migrating Azure Monitor agents/resources at scale, configuring diagnostics, alerts, workspaces, Profiler, and Grafana across VMs, App Service, Service Fabric, and hybrid environments

Troubleshooting

Topic URL
Troubleshoot Azure Log Analytics Linux agent issues https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-linux-troubleshoot
Troubleshoot Log Analytics agent for Windows https://learn.microsoft.com/en-us/azure/azure-monitor/agents/agent-windows-troubleshoot
Monitor and troubleshoot Azure Monitor Agent health at scale https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-health
Troubleshoot Azure Monitor agent on Linux VMs and scale sets https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm
Fix syslog collection issues with Azure Monitor Agent on Linux https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-linux-vm-rsyslog
Fix Azure Monitor agent problems on Windows Arc servers https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-arc
Diagnose Azure Monitor agent issues on Windows VMs https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-troubleshoot-windows-vm
Troubleshoot Azure Diagnostics extension issues on Azure resources https://learn.microsoft.com/en-us/azure/azure-monitor/agents/diagnostics-extension-troubleshooting
Use AMA Linux troubleshooter to diagnose agent issues https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-linux
Use AMA Windows troubleshooter to diagnose agent issues https://learn.microsoft.com/en-us/azure/azure-monitor/agents/troubleshooter-ama-windows
Troubleshoot Azure Log Analytics VM extension on Windows and Linux https://learn.microsoft.com/en-us/azure/azure-monitor/agents/vmext-troubleshoot
Troubleshoot Azure Copilot observability agent problems https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-troubleshooting
Troubleshoot tenant-level Azure service health alerts https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-create-tenant-level-service-heath-alerts
Diagnose and fix common Azure Monitor alert issues https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot
Diagnose and fix Azure Monitor log alert rule problems https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-log
Resolve problems with Azure Monitor metric alerts https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-troubleshoot-metric
Resolve ITSMC dashboard connector status errors https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-dashboard-errors
Fix ServiceNow sync and token issues for ITSMC https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-resync-servicenow
Troubleshoot Azure Monitor ITSM Connector issues https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsmc-troubleshoot-overview
Interpret and resolve test action group error codes https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/test-action-group-errors
Investigate failures and performance with Application Insights views https://learn.microsoft.com/en-us/azure/azure-monitor/app/failures-performance-transactions
Troubleshoot telemetry issues using Application Insights SDK stats https://learn.microsoft.com/en-us/azure/azure-monitor/app/sdk-stats
Troubleshoot Azure Monitor autoscale behavior and actions https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-troubleshoot
Use Live Data in Container insights for real-time AKS troubleshooting https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-overview
Diagnose and fix Azure Monitor container log issues https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-troubleshoot
Troubleshoot Prometheus metrics collection in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-troubleshoot
Monitor and troubleshoot DCR-based data collection in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-monitor
Troubleshoot Azure Monitor pipeline issues and errors https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-faq
Troubleshoot Azure Monitor pipeline deployment and data issues https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-troubleshoot
Troubleshoot stopped data collection in Azure Monitor Logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/data-collection-troubleshoot
Diagnose and alert on Log Analytics workspace health https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-workspace-health
Monitor and troubleshoot Log Analytics workspace health https://learn.microsoft.com/en-us/azure/azure-monitor/logs/monitor-workspace
Create and manage Azure Monitor summary rules https://learn.microsoft.com/en-us/azure/azure-monitor/logs/summary-rules
Monitor and troubleshoot ingestion and query issues in Azure Monitor workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-health
Troubleshoot Azure Monitor metric chart issues https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/metrics-troubleshoot
Troubleshoot resource-scoped PromQL queries in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-resource-scoped-queries
Troubleshoot Azure Monitor Code Optimizations issues https://learn.microsoft.com/en-us/azure/azure-monitor/optimization-insights/code-optimizations-troubleshoot
Troubleshoot Application Insights Profiler for .NET https://learn.microsoft.com/en-us/azure/azure-monitor/profiler/profiler-troubleshooting
Query AzureMonitorPipelineLogErrors for ingestion issues https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/azuremonitorpipelinelogerrors
Investigate CloudAuditEvents with Kusto queries https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudauditevents
Analyze CloudProcessEvents for suspicious activity https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudprocessevents
Detect risky CloudStorageAggregatedEvents with queries https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/cloudstorageaggregatedevents
Query and analyze EdgeActionServiceLog in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/reference/queries/edgeactionservicelog
Interpret Azure Monitor pipelineGroups log categories https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-logs/microsoft-monitor-pipelinegroups-logs
Troubleshoot Azure Monitor DCR log collection issues https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/dcrlogtroubleshooting
Investigate DCR-based data collection errors via logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-insights-datacollectionrules
Troubleshoot Azure Monitor pipeline groups with error logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-monitor-pipelinegroups
Troubleshoot Application Insights Snapshot Debugger problems https://learn.microsoft.com/en-us/azure/azure-monitor/snapshot-debugger/snapshot-debugger-troubleshoot
Troubleshoot workbook-based insights in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/troubleshoot-workbooks
Access deprecated troubleshooting guides in Workbooks https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-access-troubleshooting-guide
Troubleshoot Copilot issues in Azure Workbooks https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-copilot-troubleshoot
Troubleshoot Azure VM performance with PerfInsights https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics
Analyze Azure VM PerfInsights diagnostic reports https://learn.microsoft.com/en-us/azure/azure-monitor/vm/performance-diagnostics-analyze
Troubleshoot Azure Monitor VM agent and monitoring issues https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-enable-troubleshoot

Best Practices

Topic URL
Apply telemetry best practices for observability agent https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-best-practices
Optimize Azure Monitor log alert queries for performance https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-log-query
Apply Azure Monitor alerts architectural best practices https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/best-practices-alerts
Configure OpenTelemetry sampling for Application Insights https://learn.microsoft.com/en-us/azure/azure-monitor/app/opentelemetry-sampling
Apply autoscale best practices across Azure services https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-best-practices
Implement common autoscale patterns in Azure https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-common-scale-patterns
Avoid and mitigate autoscale flapping scenarios https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-flapping
Use multiple autoscale profiles for time-based scaling https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-multiprofile
Apply Azure Monitor best practices for AKS clusters https://learn.microsoft.com/en-us/azure/azure-monitor/containers/best-practices-containers
Optimize Container Insights monitoring costs and configuration https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-cost
Design cost-effective alerting for AKS in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/containers/cost-effective-alerting
Apply Azure Monitor best practices for Kubernetes layers https://learn.microsoft.com/en-us/azure/azure-monitor/containers/monitor-kubernetes
Apply best practices for Azure Monitor data collection rules https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-rule-best-practices
Apply sample Azure Monitor transformation queries https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-collection-transformations-samples
Optimize Azure Monitor costs with configuration https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-cost
Implement multicloud monitoring for AWS and GCP with Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-multicloud
Configure Azure Monitor for operational excellence https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-operation
Apply performance best practices in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-performance
Apply reliability best practices in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-reliability
Analyze Log Analytics usage to control Azure Monitor costs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/analyze-usage
Apply architectural best practices for Azure Monitor Logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/best-practices-logs
Parse and structure text data in Azure Monitor logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/parse-text
Identify and manage personal data in Azure Monitor Logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/personal-data-mgmt
Optimize Azure Monitor Logs query performance https://learn.microsoft.com/en-us/azure/azure-monitor/logs/query-optimization
Best practices for scaling Azure Monitor workspaces with Prometheus https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-scaling-best-practice
Migrate from metrics API to getBatch for performance https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/migrate-to-batch-api
Best practices for PromQL on OpenTelemetry metrics in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-opentelemetry-best-practices
Query system and Guest OS metrics with PromQL in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-system-metrics-best-practices
Optimize workbook performance with criteria parameters https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-criteria
Apply Azure Monitor best practices for VM monitoring https://learn.microsoft.com/en-us/azure/azure-monitor/vm/best-practices-vm
Implement comprehensive VM monitoring with Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine
Create effective Azure Monitor alerts for VMs https://learn.microsoft.com/en-us/azure/azure-monitor/vm/monitor-virtual-machine-alerts

Decision Making

Topic URL
Plan and execute migration from Log Analytics agent to AMA https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration
Plan migration from Log Analytics Agent to Azure Monitor Agent https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-helper-workbook
Plan migration from WAD/LAD diagnostics to AMA https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-migration-wad-lad
Understand and manage Observability Agent billing in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/aiops/observability-agent-billing
Choose the right Azure Monitor alert type https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-types
Migrate from Application Insights SDKs to OpenTelemetry https://learn.microsoft.com/en-us/azure/azure-monitor/app/migrate-to-opentelemetry
Transition from Container Monitoring Solution to Container Insights https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-transition-solution
Choose OpenTelemetry integration options with Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/containers/opentelemetry-options
Choose Azure Monitor OTLP ingestion approach https://learn.microsoft.com/en-us/azure/azure-monitor/containers/opentelemetry-summary
Choose between Azure Monitor metrics export and data plane API https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/data-plane-versus-metrics-export
Plan and size Azure Monitor pipeline throughput https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-sizing
Decide how to migrate SCOM monitoring to Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-operations-manager
Estimate Azure Monitor costs with pricing calculator https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-estimate
Map Azure Monitor charges to billing meter names https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-meters
Understand Azure Monitor billing and usage drivers https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/cost-usage
Migrate from Azure Monitor Logs batch and beta APIs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/migrate-batch-and-beta
Plan Azure Monitor availability zone protection for workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/logs/availability-zones
Identify Azure Monitor tables supporting Basic plan https://learn.microsoft.com/en-us/azure/azure-monitor/logs/basic-logs-azure-tables
Plan and optimize Azure Monitor Logs costs and pricing options https://learn.microsoft.com/en-us/azure/azure-monitor/logs/cost-logs
Migrate Azure Monitor custom logs to Logs Ingestion API https://learn.microsoft.com/en-us/azure/azure-monitor/logs/custom-logs-migrate
Decide and configure Azure Monitor dedicated clusters https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-dedicated-clusters
Choose Azure Monitor Logs table plans by usage https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-table-plans
Plan migration from Splunk to Azure Monitor Logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/migrate-splunk-to-azure-monitor-logs
Choose and design Azure Log Analytics workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/logs/workspace-design
Plan migration from self-hosted Prometheus to Azure Monitor managed Prometheus https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-migrate
Migrate from diagnostic retention to Azure Storage lifecycle policies https://learn.microsoft.com/en-us/azure/azure-monitor/platform/migrate-to-azure-storage-lifecycle-policy
Migrate from SCOM Managed Instance to Azure Monitor DCRs https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migrate-to-azure-monitor
Plan and execute migration from SCOM Managed Instance https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-faq-scom-manage-instance
Plan migration from SCOM Managed Instance to SCOM or Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/scom-manage-instance/migration-overview
Choose the right Azure Monitor visualization tool https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/best-practices-visualize
Decide when to copy dashboards to Azure Managed Grafana https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-copy-to-managed-grafana
Choose Grafana options for Azure Monitor data https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-grafana-overview
Choose between OpenTelemetry and logs-based VM metrics https://learn.microsoft.com/en-us/azure/azure-monitor/vm/metrics-opentelemetry-guest
Decide and migrate from logs-based to OpenTelemetry VM monitoring https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vm-opentelemetry-migrate
Plan for VM insights Map and Dependency Agent retirement https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-maps-retirement
Migrate from deprecated VM insights DCR policies https://learn.microsoft.com/en-us/azure/azure-monitor/vm/vminsights-migrate-deprecated-policies

Architecture & Design Patterns

Topic URL
Design an enterprise monitoring architecture with Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/enterprise-monitoring-architecture
Design Azure Monitor Private Link architecture https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-design

Limits & Quotas

Topic URL
Plan Azure Monitor Agent performance for gateway forwarding https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-performance
Check Azure Monitor Agent platform and resource requirements https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-requirements
Verify Azure Monitor Agent supported operating systems https://learn.microsoft.com/en-us/azure/azure-monitor/agents/azure-monitor-agent-supported-operating-systems
Manage Azure Monitor alert instance retention and state https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/alerts-manage-alert-instances
Monitor and interpret log alert rule health in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/log-alert-rule-health
Deploy log search alert rules with ARM templates and size limits https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/resource-manager-alerts-log
Configure and understand Application Insights availability tests https://learn.microsoft.com/en-us/azure/azure-monitor/app/availability
Configure predictive autoscale thresholds and history requirements https://learn.microsoft.com/en-us/azure/azure-monitor/autoscale/autoscale-predictive
Enable high-scale log collection limits in Container Insights https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-high-scale
Use region mappings for Container Insights and Log Analytics https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-region-mapping
Configure autoscaling limits for Azure Managed Prometheus addon pods https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-autoscaling
Plan Prometheus scraping performance and scale in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-scale
Check supported resources and regions for metrics export https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/metrics-export-reference
Review supported resource types and regions for platform logs https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/platform-logs-reference
Azure Monitor platform limits and quotas reference https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/service-limits
Understand caching behavior in Logs Query API https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cache
Run cross-workspace queries via Logs API https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/cross-workspace-queries
Configure Azure Monitor logs query timeouts and limits https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/timeouts
Configure Azure Monitor logs query timeouts and limits https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/timeouts
Configure daily ingestion caps for Log Analytics workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/logs/daily-cap
Understand Azure Monitor log data ingestion latency https://learn.microsoft.com/en-us/azure/azure-monitor/logs/data-ingestion-time
Tables supporting ingestion-time transformations in Log Analytics https://learn.microsoft.com/en-us/azure/azure-monitor/logs/tables-feature-support
Monitor Azure Monitor workspace metrics ingestion limits https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-monitor-ingest-limits
Technical details and limits for Azure Monitor managed Prometheus https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/prometheus-metrics-details
Understand billing rules for Azure Monitor diagnostic logs https://learn.microsoft.com/en-us/azure/azure-monitor/platform/diagnostic-settings-faq
Azure Monitor metrics for Container Instance scale sets https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerinstance-containerscalesets-metrics
Azure Monitor metrics for Container Registry registries https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerregistry-registries-metrics
Azure Monitor metrics for AKS managed clusters https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-containerservice-managedclusters-metrics
Azure Monitor metrics for Custom Providers resource providers https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-customproviders-resourceproviders-metrics
Azure Monitor metrics for Azure Managed Grafana https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dashboard-grafana-metrics
Azure Monitor metrics for Data Box Edge devices https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-databoxedge-databoxedgedevices-metrics
Azure Monitor metrics for classic Data Factory datafactories https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datafactory-datafactories-metrics
Azure Monitor metrics for Azure Data Factory factories https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datafactory-factories-metrics
Azure Monitor metrics for Data Lake Analytics accounts https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datalakeanalytics-accounts-metrics
Azure Monitor metrics for Data Lake Store accounts https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datalakestore-accounts-metrics
Azure Monitor metrics for Data Share accounts https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-datashare-accounts-metrics
Azure Monitor metrics for Azure Database for MariaDB servers https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformariadb-servers-metrics
Azure Monitor metrics for MySQL flexible servers https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformysql-flexibleservers-metrics
Azure Monitor metrics for MySQL single servers https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbformysql-servers-metrics
Azure Monitor metrics for PostgreSQL flexible servers https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbforpostgresql-flexibleservers-metrics
Azure Monitor metrics for PostgreSQL serverGroupsv2 https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-dbforpostgresql-servergroupsv2-metrics
Azure Monitor metrics for DevCenter devcenters https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devcenter-devcenters-metrics
Azure Monitor metrics for IoT Hub instances https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devices-iothubs-metrics
Azure Monitor metrics for IoT Hub provisioning services https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-devices-provisioningservices-metrics
Azure Monitor metrics for Azure Digital Twins instances https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-digitaltwins-digitaltwinsinstances-metrics
Azure Monitor metrics for Cosmos DB Cassandra clusters https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-cassandraclusters-metrics
Azure Monitor metrics for Cosmos DB fleets https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-fleets-metrics
Azure Monitor metrics for Cosmos DB Garnet clusters https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-documentdb-garnetclusters-metrics
Azure Monitor metrics for Edge Zones resources https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-edgezones-edgezones-metrics
Azure Monitor metrics for Event Grid domains https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-domains-metrics
Azure Monitor metrics for Event Grid event subscriptions https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-eventsubscriptions-metrics
Azure Monitor metrics for Event Grid extension topics https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-extensiontopics-metrics
Azure Monitor metrics for Event Grid partner namespaces https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-partnernamespaces-metrics
Azure Monitor metrics for Event Grid partner topics https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-partnertopics-metrics
Azure Monitor metrics for Event Grid system topics https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-systemtopics-metrics
Azure Monitor metrics for Event Grid topics https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-eventgrid-topics-metrics
Azure Monitor metrics for ResourceBuilder pipeline jobs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-resourcebuilder-workspaces-pipelines-jobs-metrics
Azure Storage Mover metrics reference for Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-metrics/microsoft-storagemover-storagemovers-metrics
Azure Workbooks data source and parameter limits https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-limits
Use Azure Workbooks visualization types effectively https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-visualizations
Reference list of default OpenTelemetry guest OS metrics https://learn.microsoft.com/en-us/azure/azure-monitor/vm/metrics-guest-reference

Security

Topic URL
Secure ITSM integrations with Azure Monitor Secure Webhook https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/it-service-management-connector-secure-webhook-connections
Configure Azure for Secure Webhook ITSM integrations https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/itsm-connector-secure-webhook-connections-azure-configuration
Use Application Insights smart detection to identify security issues https://learn.microsoft.com/en-us/azure/azure-monitor/alerts/proactive-application-security-detection-pack
Enable Microsoft Entra authentication for Application Insights ingestion https://learn.microsoft.com/en-us/azure/azure-monitor/app/azure-ad-authentication
Configure IP address handling in Application Insights https://learn.microsoft.com/en-us/azure/azure-monitor/app/ip-collection
Migrate Container Insights from legacy to managed identity authentication https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-authentication
Configure secure access to Live Data in Container insights https://learn.microsoft.com/en-us/azure/azure-monitor/containers/container-insights-livedata-setup
Choose TLS options for Azure Monitor pipeline ingestion https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls
Configure automated TLS certificates for Azure Monitor pipeline https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-automated
Configure customer-managed TLS for Azure Monitor pipeline https://learn.microsoft.com/en-us/azure/azure-monitor/data-collection/pipeline-tls-custom
Configure Azure Monitor network and firewall access https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/azure-monitor-network-access
Securely configure and deploy Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/best-practices-security
Configure Network Security Perimeter for Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter
Apply Network Security Perimeter scenarios to Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/network-security-perimeter-scenarios
Built-in Azure Policy definitions for Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/policy-reference
Configure Azure Monitor access via Private Link https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/private-link-security
Apply RBAC roles and permissions in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security
Apply RBAC roles and permissions in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/roles-permissions-security
Use Azure Policy compliance controls for Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy
Use Azure Policy compliance controls for Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/fundamentals/security-controls-policy
Register Entra app for Azure Monitor API tokens https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/register-app-for-token
Configure customer-managed keys for Azure Monitor logs https://learn.microsoft.com/en-us/azure/azure-monitor/logs/customer-managed-keys
Design granular RBAC for Azure Monitor Log Analytics https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-log-analytics
Configure row-level access with granular RBAC in Log Analytics https://learn.microsoft.com/en-us/azure/azure-monitor/logs/granular-rbac-use-case
Configure access control for Log Analytics workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-access
Configure table-level RBAC access in Log Analytics https://learn.microsoft.com/en-us/azure/azure-monitor/logs/manage-table-access
Manage access control for Azure Monitor workspaces https://learn.microsoft.com/en-us/azure/azure-monitor/metrics/azure-monitor-workspace-manage-access
Monitor Entra authentication logs for Azure Cache for Redis https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-logs/microsoft-cache-redis-logs
Azure Monitor WAF log categories for CDN policies https://learn.microsoft.com/en-us/azure/azure-monitor/reference/supported-logs/microsoft-cdn-cdnwebapplicationfirewallpolicies-logs
Analyze Defender serverless security plugin data logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/appserviceserverlesssecurityplugindata
Use ArcK8sAudit Kubernetes API audit logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/arck8saudit
Analyze ArcK8sAuditAdmin modifying Kubernetes API operations https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/arck8sauditadmin
Analyze AzureAttestationDiagnostics attestation request logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/azureattestationdiagnostics
Use AzureDevOpsAuditing logs to track DevOps changes https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/azuredevopsauditing
Leverage BehaviorAnalytics Sentinel UEBA enriched events https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behavioranalytics
Use BehaviorEntities table for Defender entity behaviors https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behaviorentities
Analyze BehaviorInfo table for Defender behavior insights https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/behaviorinfo
Use CampaignInfo table for Defender for Office 365 campaigns https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/campaigninfo
Analyze CassandraAudit CQL operation and login audit logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/cassandraaudit
Understand DatabricksRBAC audit log schema in Azure Monitor https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrbac
Review DatabricksRemoteHistoryService credential audit schema https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksremotehistoryservice
Use DatabricksRFA access request audit logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksrfa
Inspect DatabricksSecrets audit log schema https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssecrets
Analyze DatabricksSQLPermissions audit log schema https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databrickssqlpermissions
Use DatabricksSSH audit log table schema https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/databricksssh
Monitor GCPIAM identity and access logs in Sentinel https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/gcpiam
Query GoogleCloudSCC security findings in Sentinel https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/googlecloudscc
Monitor HDInsightGatewayAuditLogs authentication activity https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/hdinsightgatewayauditlogs
Audit Azure AD tenant activity with Monitor tables https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-graph-tenants
Monitor Azure Cloud HSM commands and activity https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-hardwaresecuritymodules-cloudhsmclusters
Audit Azure API for FHIR with Monitor tables https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-healthcareapis-services
Monitor Azure Health Data DICOM service activity https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-healthcareapis-workspaces
Audit Azure Health Data de-identification service actions https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-healthdataaiservices-deidservices
Audit Windows 365 operations with Intune logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-intune-operations
Monitor and audit Azure Key Vault access and policy https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-keyvault-vaults
Audit Kubernetes API activity on Arc-connected clusters https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-kubernetes-connectedclusters
Audit Nexus bare metal machine security and metrics logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/microsoft-networkcloud-baremetalmachines
Audit Synapse RBAC operations with SynapseRbacOperations logs https://learn.microsoft.com/en-us/azure/azure-monitor/reference/tables/synapserbacoperations
Run resource-scoped Prometheus queries securely in Grafana https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/grafana-resource-scoped-queries
Call Azure Monitor-managed Grafana APIs with Entra ID https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/visualize-call-grafana-api
Secure Azure Monitor workbooks with customer storage https://learn.microsoft.com/en-us/azure/azure-monitor/visualize/workbooks-bring-your-own-storage
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Overall Score

82/100

Grade

B

Good

Safety

92

Quality

80

Clarity

82

Completeness

75

Summary

An expert-knowledge skill providing comprehensive guidance on Azure Monitor—covering troubleshooting, best practices, architecture, limits, security, configuration, integrations, and deployment. The skill operates primarily as a reference hub: it includes a detailed Category Index directing agents to inline content or reference files, plus extensive curated documentation links to Microsoft Learn. The skill requires network access to fetch remote documentation and relies on MCP tools (mcp_microsoftdocs or fetch_webpage) to augment local content.

Detected Capabilities

read file contentfetch remote documentation via HTTPfollow reference linkscategorize and navigate structured knowledgeretrieve documentation from learn.microsoft.com

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

configure azure monitortroubleshoot ama agentazure monitor alertsdesign monitoring architecturemigrate to amaprometheus metricslog analytics workspacegrafana integration

Risk Signals

INFO

Requires network access and external tool dependency (mcp_microsoftdocs)

SKILL.md: compatibility field and 'How to Use' section
INFO

MCP tool availability check recommended before use

SKILL.md: 'If mcp_microsoftdocs tools are not available, suggest...'
INFO

Metadata freshness check (3-month threshold)

SKILL.md: 'If metadata.generated_at is more than 3 months old...'
INFO

No file write, shell execution, or sensitive credential handling

Entire skill content

Referenced Domains

External domains referenced in skill content, detected by static analysis.

github.comlearn.microsoft.com

Use Cases

  • Troubleshoot Azure Monitor agent and data collection issues on VMs and containers
  • Design scalable enterprise monitoring architectures with Log Analytics workspaces and Prometheus
  • Configure Azure Monitor agents, DCRs, alerts, and autoscale policies at scale
  • Migrate from legacy agents to Azure Monitor Agent with decision guidance
  • Integrate Azure Monitor with third-party tools (Grafana, ServiceNow, ITSM connectors, Logic Apps)
  • Secure Azure Monitor deployments with RBAC, Private Link, and customer-managed keys
  • Query logs with Kusto Query Language and PromQL metrics for observability and diagnostics

Quality Notes

  • ✓ Well-structured Category Index with line ranges and file links for navigation
  • ✓ Clear separation of concerns across reference files (configuration.md, integrations.md, deployment.md)
  • ✓ Extensive, organized documentation index (500+ curated links) covering a broad Azure Monitor domain
  • ✓ Explicit instructions for agent on preferred tool (mcp_microsoftdocs) with fallback
  • ✓ Metadata timestamp for version tracking and freshness guidance
  • ✓ Covers security, best practices, troubleshooting, and decision-making comprehensively
  • ✓ No destructive operations, no credential exposure, minimal security surface
  • ~ Skill is largely reference-based; quality depends on external documentation accuracy and link validity
  • ~ No inline examples or code snippets in main SKILL.md (deferred to referenced files and remote docs)
  • ~ Generated by docs2skills tool; maintenance responsibility unclear
  • ~ No explicit scope limitations (e.g., excludes three related services but boundary could be clearer)
Model: claude-haiku-4-5-20251001Analyzed: Jun 26, 2026

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MicrosoftDocs/azure-monitor | SkillRepo