azure-app-configuration

Name: azure-app-configuration
Author: MicrosoftDocs/Agent-Skills

$npx mdskill add MicrosoftDocs/Agent-Skills/azure-app-configuration

This skill provides expert guidance for Azure App Configuration. Covers troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

SKILL.md

.github/skills/azure-app-configurationView on GitHub ↗

---
name: azure-app-configuration
description: Expert knowledge for Azure App Configuration development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using feature flags, dynamic config refresh, snapshots, Key Vault integration, or CI/CD config sync, and other Azure App Configuration related development tasks. Not for Azure App Service (use azure-app-service), Azure Key Vault (use azure-key-vault), Azure Functions (use azure-functions).
compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata:
  generated_at: "2026-09-13"
  generator: "docs2skills/1.0.0"
---
# Azure App Configuration Skill

This skill provides expert guidance for Azure App Configuration. Covers troubleshooting, best practices, decision making, 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](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 |
|----------|-------|-------------|
| Troubleshooting | L36-L41 | Troubleshooting feature flag issues with Application Insights telemetry and diagnosing Azure App Configuration network access and connectivity errors. |
| Best Practices | L42-L49 | Best practices for App Configuration disaster recovery, efficient usage, and advanced feature management using conditional and targeting filters for safe, controlled rollouts. |
| Decision Making | L50-L56 | Guidance on App Configuration client library lifecycle, upgrading Spring Boot apps to v6, and using scorecards to evaluate feature flag impact and decision outcomes. |
| Limits & Quotas | L57-L65 | Limits, quotas, retention, and lifecycle rules for App Configuration: snapshots, soft delete, feature flag/key-value revisions, throttling, and preview API behavior. |
| Security | L66-L89 | Configuring encryption, identity, and access for App Configuration: keys, Entra ID/RBAC, managed identities, private endpoints, network perimeters, HMAC/REST auth, and security best practices/policies. |
| Configuration | L90-L105 | Configuring App Configuration behavior: feature flags, snapshots, geo-replication, soft delete, Kubernetes/Spring integration, Front Door, AI/chat settings, and dynamic refresh. |
| Integrations & Coding Patterns | L106-L184 | Patterns and code samples for integrating Azure App Configuration into apps (.NET, Go, JS, Python, Functions, AKS), using dynamic config, feature flags, filters, and REST/Key Vault APIs. |
| Deployment | L185-L192 | Using App Configuration in CI/CD: exporting/importing settings, creating snapshots, integrating with Azure Pipelines, Helm/Kubernetes, and syncing configs via GitHub Actions. |

### Troubleshooting
| Topic | URL |
|-------|-----|
| Review feature flag telemetry in Application Insights | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-telemetry-review-results |
| Diagnose Azure App Configuration network access errors | https://learn.microsoft.com/en-us/azure/azure-app-configuration/network-access-errors |

### Best Practices
| Topic | URL |
|-------|-----|
| Implement resilient disaster recovery for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-disaster-recovery |
| Apply Azure App Configuration usage best practices | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-best-practices |
| Use conditional feature filters in Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-feature-filters |
| Implement targeting filters for feature rollouts | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-targetingfilter |

### Decision Making
| Topic | URL |
|-------|-----|
| Understand support lifecycle for App Configuration client libraries | https://learn.microsoft.com/en-us/azure/azure-app-configuration/client-library-support-policy |
| Upgrade Spring Boot apps to App Configuration library v6 | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-convert-to-the-new-spring-boot |
| Use scorecards to assess feature flag impact | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-metric-scorecards |

### Limits & Quotas
| Topic | URL |
|-------|-----|
| Use point-in-time snapshots in Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-point-time-snapshot |
| Understand preview API lifecycle and deprecation timelines for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-preview-api-life-cycle |
| Enhanced feature flag revision retention limits | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-enhanced-feature-flag-revisions |
| Key-value revision retention limits in App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-revisions |
| Throttling limits and quotas for App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-throttling |

### Security
| Topic | URL |
|-------|-----|
| Encrypt Azure App Configuration with customer-managed keys | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-customer-managed-keys |
| Configure Entra ID and RBAC for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-enable-rbac |
| Secure Azure App Configuration with network security perimeters | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-network-security-perimeter |
| Configure private endpoints for Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-private-endpoint |
| Manage access key authentication for Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-disable-access-key-authentication |
| Disable public access for Azure App Configuration stores | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-disable-public-access |
| Use managed identities to access Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-integrate-azure-managed-service-identity |
| Associate Azure App Configuration with a network security perimeter | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-set-up-network-security-perimeter |
| Set up private access to Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-set-up-private-access |
| Configure managed identities for Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/overview-managed-identity |
| Use built-in Azure Policy definitions for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/policy-reference |
| Configure roles and auth for App Configuration deployment | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-deployment-overview |
| Authenticate to App Configuration REST with Entra ID | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authentication-azure-ad |
| Configure HMAC authentication for App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authentication-hmac |
| Authentication options for App Configuration REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authentication-index |
| Use Entra RBAC for App Configuration REST authorization | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authorization-azure-ad |
| Authorize App Configuration REST calls with HMAC keys | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authorization-hmac |
| Authorization models for App Configuration REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-authorization-index |
| Apply security best practices to Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/secure-azure-app-configuration |
| Azure Policy regulatory compliance controls for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/security-controls-policy |

### Configuration
| Topic | URL |
|-------|-----|
| Manage configuration files with Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-config-file |
| Configure dynamic refresh for Spring with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-java-spring-app |
| Configure and interpret Azure App Configuration feature flag telemetry | https://learn.microsoft.com/en-us/azure/azure-app-configuration/feature-flag-telemetry-reference |
| Configure Azure App Configuration integration with Front Door | https://learn.microsoft.com/en-us/azure/azure-app-configuration/how-to-connect-azure-front-door |
| Configure AI agents via Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-ai-agent-config |
| Configure chat completion settings in App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-chat-completion-config |
| Create and manage App Configuration snapshots | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-create-snapshots |
| Configure and manage geo-replication for Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-geo-replication |
| Configure soft delete retention and recovery for App Configuration stores | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-recover-deleted-stores-in-azure-app-configuration |
| Configure time window feature flags in App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-timewindow-filter |
| Configure and manage variant feature flags in App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-variant-feature-flags |
| Configure Azure App Configuration Kubernetes Provider properties | https://learn.microsoft.com/en-us/azure/azure-app-configuration/reference-kubernetes-provider |

### Integrations & Coding Patterns
| Topic | URL |
|-------|-----|
| React to App Configuration changes using Event Grid | https://learn.microsoft.com/en-us/azure/azure-app-configuration/concept-app-configuration-event |
| Enable dynamic configuration in Aspire with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-aspire |
| Enable dynamic configuration in ASP.NET Core with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-aspnet-core |
| Enable dynamic App Configuration in ASP.NET | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-aspnet-netfx |
| Use dynamic configuration in Azure Functions with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-azure-functions-csharp |
| Enable dynamic configuration in AKS using App Configuration Kubernetes Provider | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-azure-kubernetes-service |
| Enable dynamic configuration refresh in .NET Framework | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-dotnet |
| Use dynamic configuration in .NET background services with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-dotnet-background-service |
| Implement dynamic configuration in .NET with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-dotnet-core |
| Configure push-based dynamic configuration in .NET | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-dotnet-core-push-refresh |
| Enable dynamic configuration in Go Gin web apps with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-gin-web-app |
| Enable dynamic configuration in Go console apps with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-go-console-app |
| Use push refresh for dynamic configuration in Java Spring | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-java-spring-push-refresh |
| Enable dynamic configuration in JavaScript with Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-javascript |
| Use Azure App Configuration dynamic settings in Python | https://learn.microsoft.com/en-us/azure/azure-app-configuration/enable-dynamic-configuration-python |
| Implement .NET feature flags with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/feature-management-dotnet-reference |
| Implement feature flags in Go with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/feature-management-go-reference |
| Implement feature flags in JavaScript with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/feature-management-javascript-reference |
| Implement feature flags in Python with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/feature-management-python-reference |
| Implement custom feature filters in Spring Boot with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/how-to-feature-filters-spring-boot |
| Load app settings via Front Door from App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/how-to-load-azure-front-door-configuration-provider |
| Use feature flag telemetry in ASP.NET Core with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/how-to-telemetry-aspnet-core |
| Use variant feature flags in Spring Boot with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/how-to-variant-feature-flags-spring-boot |
| Use Agent Framework with Azure App Configuration in .NET | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-ai-agent-config-dotnet |
| Use Agent Framework with Azure App Configuration in Python | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-ai-agent-config-python |
| Configure Event Grid notifications for App Configuration changes | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-app-configuration-event |
| Implement custom feature filters in Go Gin with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-feature-filters-go |
| Implement custom feature filters in Node.js with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-feature-filters-javascript |
| Implement custom feature filters in Python with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-feature-filters-python |
| Use targeting filter for feature flags in ASP.NET Core | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-targetingfilter-aspnet-core |
| Use targeting filter in Go Gin with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-targetingfilter-go |
| Use targeting filter in Node.js with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-targetingfilter-javascript |
| Use time window feature filters in ASP.NET Core | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-timewindow-filter-aspnet-core |
| Use time window feature filters in Go Gin | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-timewindow-filter-go |
| Use time window feature filters in Node.js | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-timewindow-filter-javascript |
| Use variant feature flags in ASP.NET Core with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-variant-feature-flags-aspnet-core |
| Use variant feature flags in Go Gin with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-variant-feature-flags-go |
| Use variant feature flags in Node.js with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/howto-variant-feature-flags-javascript |
| Integrate Azure App Configuration with Aspire apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-aspire |
| Integrate Azure App Configuration with ASP.NET Core | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-aspnet-core-app |
| Use Azure App Configuration with Azure Functions | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-azure-functions-csharp |
| Integrate Azure App Configuration with AKS via Kubernetes provider | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-azure-kubernetes-service |
| Use chat completion configuration in a Go AI app | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-chat-completion-go |
| Connect .NET Framework apps to Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-dotnet-app |
| Integrate Azure App Configuration with .NET console apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-dotnet-core-app |
| Add feature flags to Aspire apps with App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-aspire |
| Use Azure App Configuration feature flags in Functions | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-azure-functions-csharp |
| Implement Azure App Configuration feature flags in .NET | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-dotnet |
| Add Azure App Configuration feature flags to .NET background services | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-dotnet-background-service |
| Add Azure App Configuration feature flags to Go console apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-go-console |
| Add Azure App Configuration feature flags to Go Gin | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-go-gin |
| Add Azure App Configuration feature flags to Node.js | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-javascript |
| Use Azure App Configuration feature flags in Python | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-feature-flag-python |
| Integrate Azure App Configuration with Go apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-go-console-app |
| Use Azure App Configuration with Go Gin web applications | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-go-web-app |
| Access Azure App Configuration from JavaScript apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-javascript |
| Integrate JavaScript apps with Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-javascript-provider |
| Access Azure App Configuration from Python apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-python |
| Use Azure App Configuration Python provider in apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/quickstart-python-provider |
| Load App Configuration settings via .NET provider | https://learn.microsoft.com/en-us/azure/azure-app-configuration/reference-dotnet-provider |
| Use Go provider with Azure App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/reference-go-provider |
| Use JavaScript configuration provider for App Configuration | https://learn.microsoft.com/en-us/azure/azure-app-configuration/reference-javascript-provider |
| Use Azure App Configuration Python provider for centralized settings | https://learn.microsoft.com/en-us/azure/azure-app-configuration/reference-python-provider |
| Use Azure App Configuration data plane REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api |
| Ensure consistency using App Configuration REST sync tokens | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-consistency |
| Manage enhanced feature flags via App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-enhanced-feature-flag |
| HTTP headers reference for App Configuration REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-headers |
| Work with key-values in App Configuration REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-key-value |
| Manage App Configuration keys via REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-keys |
| Work with label resources using App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-labels |
| Lock and unlock key-values via App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-locks |
| Use Azure App Configuration snapshot REST API | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-snapshot |
| API versioning rules for App Configuration REST | https://learn.microsoft.com/en-us/azure/azure-app-configuration/rest-api-versioning |
| Use App Configuration Key Vault references in Python apps | https://learn.microsoft.com/en-us/azure/azure-app-configuration/use-key-vault-references-python-provider |
| Use App Configuration Key Vault references in Spring Boot | https://learn.microsoft.com/en-us/azure/azure-app-configuration/use-key-vault-references-spring-boot |

### Deployment
| Topic | URL |
|-------|-----|
| Export App Configuration settings using Azure Pipelines | https://learn.microsoft.com/en-us/azure/azure-app-configuration/azure-pipeline-export-task |
| Import configuration into App Configuration using Azure Pipelines | https://learn.microsoft.com/en-us/azure/azure-app-configuration/azure-pipeline-import-task |
| Create App Configuration snapshots with Azure Pipelines | https://learn.microsoft.com/en-us/azure/azure-app-configuration/azure-pipeline-snapshot-task |
| Integrate App Configuration into CI/CD pipelines | https://learn.microsoft.com/en-us/azure/azure-app-configuration/integrate-ci-cd-pipeline |
| Sync GitHub configuration files to App Configuration via GitHub Actions | https://learn.microsoft.com/en-us/azure/azure-app-configuration/push-kv-github-action |

More from MicrosoftDocs/Agent-Skills

Skill	Description
azure-active-directory-b2c	Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building B2C user flows/custom policies, configuring IdPs/MFA, securing APIs, automating CI/CD, or monitoring with Sentinel, and other Azure Active Directory B2C related development tasks. Not for Azure Role-based access control (use azure-rbac), Azure Information Protection (use azure-information-protection), Azure Security (use azure-security), Azure Sentinel (use azure-sentinel).
azure-advisor	Expert knowledge for Azure Advisor development including best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring Advisor alerts/digests, managing rec states, using workbooks, Resource Graph, or RBAC for access, and other Azure Advisor related development tasks. Not for Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Security (use azure-security).
azure-ai-vision	Expert knowledge for Azure AI Vision development including decision making, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when using Image Analysis, Read OCR containers, smart-crop thumbnails, background removal, or video frame analysis, and other Azure AI Vision related development tasks. Not for Azure AI Custom Vision (use azure-custom-vision), Azure AI Video Indexer (use azure-video-indexer), Azure AI Document Intelligence (use azure-document-intelligence), Azure AI Immersive Reader (use azure-immersive-reader).
azure-aks-edge-essentials	Expert knowledge for Azure Kubernetes Service Edge Essentials development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing AKS Edge/Hybrid with Arc, GitOps, IoT/OPC/ONVIF, TPM/Key Vault secrets, or AI model workloads, and other Azure Kubernetes Service Edge Essentials related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure IoT Edge (use azure-iot-edge), Azure Stack Edge (use azure-stack-edge), Azure Container Apps (use azure-container-apps).
azure-analysis-services	Expert knowledge for Azure Analysis Services development including troubleshooting. Use when resolving server connectivity, firewall/VNet, DNS, client connection, or network error issues, and other Azure Analysis Services related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines).
azure-anomaly-detector	Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, limits & quotas, configuration, and deployment. Use when tuning Docker-based Anomaly Detector, ACI or IoT Edge deployments, univariate/multivariate APIs, or service limits, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).
azure-anyscale-on-azure	Expert knowledge for Azure Anyscale On Azure development including limits & quotas, security, configuration, and deployment. Use when authoring ARM templates, hardening images, configuring Private Link, or checking Anyscale regional availability, and other Azure Anyscale On Azure related development tasks. Not for Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning), Azure HDInsight (use azure-hdinsight).
azure-api-center	Expert knowledge for Azure Api Center development including best practices, security, configuration, integrations & coding patterns, and deployment. Use when setting API auth, provisioning API Center, automating linting/registration, self-hosting the portal, or syncing with API gateways, and other Azure Api Center related development tasks. Not for Azure API Management (use azure-api-management), Azure Resource Manager (use azure-resource-manager), Azure Portal (use azure-portal).
azure-api-management	Expert knowledge for Azure API Management development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring APIM gateways, policies, VNets, self-hosted gateways, or AI/LLM-backed APIs, and other Azure API Management related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps), Azure Service Bus (use azure-service-bus).
azure-app-service	Expert knowledge for Azure App Service development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring App Service plans/slots, VNet integration, managed identity/Key Vault, CI/CD deployments, or diagnostics, and other Azure App Service related development tasks. Not for Azure Functions (use azure-functions), Azure Static Web Apps (use azure-static-web-apps), Azure Spring Apps (use azure-spring-apps), Azure Container Apps (use azure-container-apps).