Microsoft Agent Skills

Skills, custom agents, AGENTS.md templates, and MCP configurations for AI coding agents working with Azure SDKs and Microsoft AI Foundry.

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• Skill Catalog
  • Core
    • cloud-solution-architect
    • copilot-sdk
    • debugview
    • entra-agent-id
    • frontend-design-review
    • github-issue-creator
    • mcp-builder
    • podcast-generation
    • skill-creator
  • Foundry (Language-Agnostic)
    • microsoft-foundry
  • Python
    • agent-framework-azure-ai-py
    • azure-ai-contentsafety-py
    • azure-ai-contentunderstanding-py
    • azure-ai-projects-py
    • azure-search-documents-py
    • m365-agents-py
    • azure-ai-ml-py
    • azure-ai-textanalytics-py
    • azure-ai-transcription-py
    • azure-ai-translation-document-py
    • azure-ai-translation-text-py
    • azure-ai-vision-imageanalysis-py
    • azure-ai-voicelive-py
    • azure-speech-to-text-rest-py
    • azure-cosmos-db-py
    • azure-cosmos-py
    • azure-data-tables-py
    • azure-storage-blob-py
    • azure-storage-file-datalake-py
    • azure-storage-file-share-py
    • azure-storage-queue-py
    • azure-eventgrid-py
    • azure-eventhub-py
    • azure-messaging-webpubsubservice-py
    • azure-servicebus-py
    • azure-identity-py
    • azure-keyvault-py
    • azure-monitor-ingestion-py
    • azure-monitor-opentelemetry-exporter-py
    • azure-monitor-opentelemetry-py
    • azure-monitor-query-py
    • azure-appconfiguration-py
    • azure-containerregistry-py
    • azure-mgmt-apicenter-py
    • azure-mgmt-apimanagement-py
    • azure-mgmt-botservice-py
    • azure-mgmt-fabric-py
    • fastapi-router-py
    • pydantic-models-py
  • .NET
    • azure-ai-document-intelligence-dotnet
    • azure-ai-openai-dotnet
    • azure-ai-projects-dotnet
    • azure-ai-voicelive-dotnet
    • azure-mgmt-weightsandbiases-dotnet
    • azure-search-documents-dotnet
    • m365-agents-dotnet
    • azure-mgmt-fabric-dotnet
    • azure-resource-manager-cosmosdb-dotnet
    • azure-resource-manager-mysql-dotnet
    • azure-resource-manager-postgresql-dotnet
    • azure-resource-manager-redis-dotnet
    • azure-resource-manager-sql-dotnet
    • azure-eventgrid-dotnet
    • azure-eventhub-dotnet
    • azure-servicebus-dotnet
    • azure-identity-dotnet
    • azure-security-keyvault-keys-dotnet
    • microsoft-azure-webjobs-extensions-authentication-events-dotnet
    • azure-maps-search-dotnet
    • azure-mgmt-apicenter-dotnet
    • azure-mgmt-apimanagement-dotnet
    • azure-mgmt-botservice-dotnet
    • azure-resource-manager-durabletask-dotnet
    • azure-resource-manager-playwright-dotnet
    • azure-mgmt-applicationinsights-dotnet
    • azure-mgmt-arizeaiobservabilityeval-dotnet
    • azure-mgmt-mongodbatlas-dotnet
  • TypeScript
    • azure-ai-contentsafety-ts
    • azure-ai-document-intelligence-ts
    • azure-ai-projects-ts
    • azure-ai-translation-ts
    • azure-ai-voicelive-ts
    • azure-search-documents-ts
    • m365-agents-ts
    • azure-cosmos-ts
    • azure-postgres-ts
    • azure-storage-blob-ts
    • azure-storage-file-share-ts
    • azure-storage-queue-ts
    • azure-eventhub-ts
    • azure-servicebus-ts
    • azure-web-pubsub-ts
    • azure-appconfiguration-ts
    • azure-identity-ts
    • azure-keyvault-keys-ts
    • azure-keyvault-secrets-ts
    • azure-microsoft-playwright-testing-ts
    • azure-monitor-opentelemetry-ts
    • frontend-ui-dark-ts
    • react-flow-node-ts
    • zustand-store-ts
  • Java
    • azure-ai-anomalydetector-java
    • azure-ai-contentsafety-java
    • azure-ai-formrecognizer-java
    • azure-ai-projects-java
    • azure-ai-vision-imageanalysis-java
    • azure-communication-callautomation-java
    • azure-communication-callingserver-java
    • azure-communication-chat-java
    • azure-communication-common-java
    • azure-communication-sms-java
    • azure-cosmos-java
    • azure-data-tables-java
    • azure-storage-blob-java
    • azure-eventgrid-java
    • azure-eventhub-java
    • azure-messaging-webpubsub-java
    • azure-identity-java
    • azure-security-keyvault-keys-java
    • azure-security-keyvault-secrets-java
    • azure-appconfiguration-java
    • azure-compute-batch-java
    • azure-monitor-ingestion-java
    • azure-monitor-opentelemetry-exporter-java
    • azure-monitor-query-java
  • Rust
    • azure-identity-rust
    • azure-keyvault-certificates-rust
    • azure-keyvault-keys-rust
    • azure-keyvault-secrets-rust
    • azure-cosmos-rust
    • azure-storage-blob-rust
    • azure-eventhub-rust
• Additional Resources
  • Agents
    • .github/agents/
  • Prompts
    • .github/prompts/
    • create-store.prompt.md
    • create-node.prompt.md
    • add-endpoint.prompt.md
• Testing Skills
  • Adding Test Coverage
    • tests/README.md
• Agent Skills
• .github
  • Copilot Instructions for Agent Skills
  • agents
    • Microsoft Agent Skills
    • Microsoft Agent Skills
    • Microsoft Agent Skills
    • Microsoft Agent Skills
    • Microsoft Agent Skills
  • 文档
    • Agent Integration with Skills
    • MCP Server Usage for Agents
    • Pattern Enforcement with Skills
    • Agent Skills
    • Workflow Patterns: Combining Skills and Prompts
  • plugins
    • Azure Kusto Graph Skills
      • skills
        • azure-kusto-graph
          • Kusto Graph Semantics
          • references
            • Try It Out -- azure-kusto-graph
            • Kusto Explorer Launch Procedure
            • Microsoft Agent Skills
        • azure-kusto-irql-graph
          • IRQL Graph Functions -- Query Results to Visualization
          • references
            • Deploy IRQL Graph Functions
            • Try It Out -- azure-kusto-irql-graph
        • azure-kusto-irql
          • IRQL -- Incident Response Query Language
          • references
            • Try It Out -- azure-kusto-irql
    • azure-sdk-dotnet
      • skills
        • azure-ai-agents-persistent-dotnet
          • Azure.AI.Agents.Persistent (.NET)
        • azure-mgmt-apimanagement-dotnet
          • references
            • APIs and Operations
            • Products and Subscriptions
            • Service Management
        • azure-resource-manager-cosmosdb-dotnet
          • references
            • Account Management
            • SQL API Resources
            • Throughput Configuration
        • azure-resource-manager-sql-dotnet
          • references
            • Database Operations
            • Elastic Pools
            • Server Management
        • azure-search-documents-dotnet
          • references
            • Semantic Search Patterns
            • Vector Search Patterns
    • azure-sdk-java
      • skills
        • azure-ai-agents-persistent-java
          • Azure AI Agents Persistent SDK for Java
          • references
            • Azure AI Agents Persistent Java SDK - Examples
        • azure-ai-anomalydetector-java
          • references
            • Azure AI Anomaly Detector Java SDK - Examples
        • azure-ai-contentsafety-java
          • references
            • Azure AI Content Safety SDK for Java - Examples
        • azure-ai-formrecognizer-java
          • references
            • Azure AI Document Intelligence - Java Code Examples
        • azure-ai-projects-java
          • references
            • Azure AI Projects Java SDK - Examples
        • azure-ai-vision-imageanalysis-java
          • references
            • Azure AI Vision Image Analysis Java SDK - Examples
        • azure-ai-voicelive-java
          • references
            • Azure AI VoiceLive Java SDK - Examples
        • azure-appconfiguration-java
          • references
            • Azure App Configuration Java SDK - Examples
        • azure-communication-callautomation-java
          • references
            • Azure Communication Call Automation SDK for Java - Examples
        • azure-communication-callingserver-java
          • references
            • Azure Communication CallingServer Java SDK - Migration Guide
        • azure-communication-chat-java
          • references
            • Azure Communication Chat SDK for Java - Examples
        • azure-communication-common-java
          • references
            • Azure Communication Common Java SDK - Examples
        • azure-communication-sms-java
          • references
            • Azure Communication SMS Java SDK - Examples
        • azure-compute-batch-java
          • references
            • Azure Batch Java SDK - Examples
        • azure-cosmos-java
          • references
            • Azure Cosmos DB Java SDK - Examples
        • azure-data-tables-java
          • references
            • Azure Data Tables SDK for Java - Examples
        • azure-eventgrid-java
          • references
            • Azure Event Grid SDK for Java - Examples
        • azure-eventhub-java
          • references
            • Azure Event Hubs Java SDK - Examples
        • azure-identity-java
          • references
            • Azure Identity library for Java - Examples
        • azure-messaging-webpubsub-java
          • references
            • Azure Web PubSub Java SDK - Examples
        • azure-monitor-ingestion-java
          • references
            • Azure Monitor Ingestion SDK for Java - Examples
        • azure-monitor-opentelemetry-exporter-java
          • references
            • Azure Monitor OpenTelemetry Exporter Java - Migration Guide
        • azure-monitor-query-java
          • references
            • Azure Monitor Query SDK for Java - Examples
        • azure-security-keyvault-keys-java
          • references
            • Azure Key Vault Keys SDK for Java - Examples
        • azure-security-keyvault-secrets-java
          • references
            • Azure Key Vault Secrets SDK for Java - Examples
        • azure-storage-blob-java
          • references
            • Azure Storage Blob Java SDK - Examples
    • azure-sdk-python
      • skills
        • agent-framework-azure-ai-py
          • references
            • Advanced Patterns Reference
            • MCP Integration Reference
            • Thread Management Reference
            • Hosted Tools Reference
        • azure-ai-contentsafety-py
          • references
            • azure-ai-contentsafety-py capability coverage
            • azure-ai-contentsafety-py non-hero scenarios
        • azure-ai-contentunderstanding-py
          • references
            • azure-ai-contentunderstanding-py capability coverage
            • azure-ai-contentunderstanding-py non-hero scenarios
        • azure-ai-language-conversations-py
          • Azure AI Language Conversations for Python
          • references
            • azure-ai-language-conversations-py capability coverage
            • azure-ai-language-conversations-py non-hero scenarios
        • azure-ai-ml-py
          • references
            • azure-ai-ml-py capability coverage
            • azure-ai-ml-py non-hero scenarios
        • azure-ai-projects-py
          • references
            • Agent Operations Reference
            • Azure AI Projects SDK - Complete API Reference
            • Async Patterns Reference
            • Built-in Evaluators Reference
            • Connections Operations Reference
            • Custom Evaluators Reference
            • Datasets and Indexes Reference
            • Deployments Operations Reference
            • Evaluation Operations Reference
            • Agent Tools Reference
        • azure-ai-textanalytics-py
          • references
            • azure-ai-textanalytics-py capability coverage
            • azure-ai-textanalytics-py non-hero scenarios
        • azure-ai-transcription-py
          • references
            • azure-ai-transcription-py capability coverage
            • azure-ai-transcription-py non-hero scenarios
        • azure-ai-translation-document-py
          • references
            • azure-ai-translation-document-py capability coverage
            • azure-ai-translation-document-py non-hero scenarios
        • azure-ai-translation-text-py
          • references
            • azure-ai-translation-text-py capability coverage
            • azure-ai-translation-text-py non-hero scenarios
        • azure-ai-vision-imageanalysis-py
          • references
            • azure-ai-vision-imageanalysis-py capability coverage
            • azure-ai-vision-imageanalysis-py non-hero scenarios
        • azure-ai-voicelive-py
          • references
            • Azure AI Voice Live SDK - API Reference
            • Azure AI Voice Live SDK - Examples
            • Azure AI Voice Live SDK - Models Reference
        • azure-appconfiguration-py
          • references
            • azure-appconfiguration-py capability coverage
            • azure-appconfiguration-py non-hero scenarios
        • azure-containerregistry-py
          • references
            • azure-containerregistry-py capability coverage
            • azure-containerregistry-py non-hero scenarios
        • azure-cosmos-db-py
          • references
            • Cosmos DB Client Setup
            • Error Handling Patterns
            • Partition Key Strategies
            • Service Layer Pattern
            • Testing Cosmos DB Services
        • azure-cosmos-py
          • references
            • Partition Key Strategies
            • Query Patterns Reference
        • azure-data-tables-py
          • references
            • azure-data-tables-py capability coverage
            • azure-data-tables-py non-hero scenarios
        • azure-eventgrid-py
          • references
            • azure-eventgrid-py capability coverage
            • azure-eventgrid-py non-hero scenarios
        • azure-eventhub-py
          • references
            • Checkpointing with Azure Event Hubs
            • Partition Management with Azure Event Hubs
        • azure-identity-py
          • references
            • azure-identity-py capability coverage
            • azure-identity-py non-hero scenarios
        • azure-keyvault-py
          • references
            • azure-keyvault-py capability coverage
            • azure-keyvault-py non-hero scenarios
        • azure-messaging-webpubsubservice-py
          • references
            • azure-messaging-webpubsubservice-py capability coverage
            • azure-messaging-webpubsubservice-py non-hero scenarios
        • azure-mgmt-apicenter-py
          • references
            • azure-mgmt-apicenter-py capability coverage
            • azure-mgmt-apicenter-py non-hero scenarios
        • azure-mgmt-apimanagement-py
          • references
            • azure-mgmt-apimanagement-py capability coverage
            • azure-mgmt-apimanagement-py non-hero scenarios
        • azure-mgmt-botservice-py
          • references
            • azure-mgmt-botservice-py capability coverage
            • azure-mgmt-botservice-py non-hero scenarios
        • azure-mgmt-fabric-py
          • references
            • azure-mgmt-fabric-py capability coverage
            • azure-mgmt-fabric-py non-hero scenarios
        • azure-monitor-ingestion-py
          • references
            • azure-monitor-ingestion-py capability coverage
            • azure-monitor-ingestion-py non-hero scenarios
        • azure-monitor-opentelemetry-exporter-py
          • references
            • azure-monitor-opentelemetry-exporter-py capability coverage
            • azure-monitor-opentelemetry-exporter-py non-hero scenarios
        • azure-monitor-opentelemetry-py
          • references
            • azure-monitor-opentelemetry-py capability coverage
            • azure-monitor-opentelemetry-py non-hero scenarios
        • azure-monitor-query-py
          • references
            • azure-monitor-query-py capability coverage
            • azure-monitor-query-py non-hero scenarios
        • azure-search-documents-py
          • references
            • Agentic Retrieval with Knowledge Bases
            • Semantic Ranking Patterns
            • Vector Search Patterns
        • azure-servicebus-py
          • references
            • Dead-Letter Queue Reference
            • Messaging Patterns Reference
        • azure-speech-to-text-rest-py
          • references
            • Pronunciation Assessment
        • azure-storage-blob-py
          • references
            • azure-storage-blob-py capability coverage
            • azure-storage-blob-py non-hero scenarios
        • azure-storage-file-datalake-py
          • references
            • azure-storage-file-datalake-py capability coverage
            • azure-storage-file-datalake-py non-hero scenarios
        • azure-storage-file-share-py
          • references
            • azure-storage-file-share-py capability coverage
            • azure-storage-file-share-py non-hero scenarios
        • azure-storage-queue-py
          • references
            • azure-storage-queue-py capability coverage
            • azure-storage-queue-py non-hero scenarios
        • fastapi-router-py
          • references
            • fastapi-router-py capability coverage
        • m365-agents-py
          • references
            • m365-agents-py capability coverage
        • pydantic-models-py
          • references
            • pydantic-models-py capability coverage
    • azure-sdk-rust
      • skills
        • azure-storage-queue-rust
          • Azure Queue Storage library for Rust
    • azure-sdk-typescript
      • skills
        • azure-ai-projects-ts
          • references
            • Connections Reference
            • Evaluations Reference
        • azure-ai-voicelive-ts
          • references
            • Audio Streaming Reference
            • Function Calling Reference
        • azure-cosmos-ts
          • references
            • Bulk Operations Reference
            • Query Patterns Reference
        • azure-eventhub-ts
          • references
            • Checkpointing Reference
            • Event Processing Reference
        • azure-identity-ts
          • references
            • Browser Authentication Reference
            • Credential Types Reference
        • azure-keyvault-keys-ts
          • references
            • Keys Reference
            • Secrets Reference
        • azure-search-documents-ts
          • references
            • @azure/search-documents - Semantic Ranking Patterns
            • @azure/search-documents - Vector Search Patterns
        • azure-servicebus-ts
          • references
            • Error Handling and Reliability
            • Queues vs Topics Patterns
        • azure-storage-blob-ts
          • references
            • @azure/storage-blob - SAS Token Patterns
            • @azure/storage-blob - Streaming Patterns
        • frontend-ui-dark-ts
          • references
            • Components
            • Design Tokens
            • Patterns
    • Azure
      • skills
        • airunway-aks-setup
          • AI Runway AKS Setup
          • references
            • GPU Compatibility Reference
            • Model Sizing & Starter Recommendations
            • PowerShell Command Variants
            • Troubleshooting & Rollback
            • steps
              • Step 1 — Cluster Verification
              • Step 2 — Controller Status & Installation
              • Step 3 — GPU Assessment
              • Step 4 — Provider Recommendation & Installation
              • Step 5 — First Model Deployment
              • Step 6 — Summary & Smoke Test
        • appinsights-instrumentation
          • AppInsights Instrumentation Guide
          • references
            • Microsoft Agent Skills
            • Auto-instrument app
            • Microsoft Agent Skills
            • Microsoft Agent Skills
            • Microsoft Agent Skills
            • sdk
              • Azure Monitor OpenTelemetry Exporter — Java SDK Quick Reference
              • Azure Monitor OpenTelemetry Exporter — Python SDK Quick Reference
              • Azure Monitor OpenTelemetry — Python SDK Quick Reference
              • Azure Monitor OpenTelemetry — TypeScript SDK Quick Reference
        • azure-ai
          • Azure AI Services
          • references
            • Azure Authentication Best Practices
            • sdk
              • Azure AI Content Safety — Java SDK Quick Reference
              • Azure AI Content Safety — Python SDK Quick Reference
              • Azure AI Content Safety — TypeScript SDK Quick Reference
              • Azure Document Intelligence — .NET SDK Quick Reference
              • Azure Document Intelligence — TypeScript SDK Quick Reference
              • Azure OpenAI — .NET SDK Quick Reference
              • Azure AI Transcription — Python SDK Quick Reference
              • Azure AI Text Translation — Python SDK Quick Reference
              • Azure Translation — TypeScript SDK Quick Reference
              • Azure AI Vision Image Analysis — Java SDK Quick Reference
              • Azure AI Vision Image Analysis — Python SDK Quick Reference
              • Azure AI Search — .NET SDK Quick Reference
              • Azure AI Search — Python SDK Quick Reference
              • Azure AI Search — TypeScript SDK Quick Reference
        • azure-aigateway
          • Azure AI Gateway
          • references
            • AI Gateway Configuration Patterns
            • AI Gateway Policies
            • AI Gateway Troubleshooting
            • sdk
              • API Management — .NET SDK Quick Reference
              • API Management — Python SDK Quick Reference
        • azure-app-onboard-prereq
          • Azure App Onboard Prereq — Repository Evaluation
          • references
            • Build Check
            • Non-Azure Cloud Service Dependencies
            • Completeness Check
            • Microsoft Agent Skills
            • Microsoft Agent Skills
            • Deployability Check
            • Microsoft Agent Skills
            • Readiness Gate — Step 4
            • Remediation Protocol — Step 6
            • Session Protocol — Step 1
            • Subagent Template — Starter App Scaffold (Zero-Code Path Step 4)
            • Subscription Resolution — Defensive Fallback
            • Zero-Code Path
        • azure-app-onboard
          • Azure App Onboard
          • deploy
            • Deploy — IaC Execution & Health Verification
            • references
              • Approval Gate Template
              • Blocked Patterns
              • Code Deployment — App Service & Functions
              • Code Deployment — Container Apps
              • Code Deployment — Static Web Apps
              • Database Post-Deploy Verification
              • Deploy Checklist Template (compaction-safe — generated at Step 5b)
              • Deploy Safety
              • Error Classification
              • Health Check Patterns
              • Deploy Phase — MCP Tools
              • Portal Monitoring Links
              • Preflight Checks
              • Subagent Template — Deploy Preflight & Checklist Generation
          • prepare
            • Prepare — Architecture Planning & Cost Estimation
            • references
              • Deploy Strategy
              • Prepare Phase — MCP Tools
              • Naming Patterns
              • App Onboard Prepare — Per-Service Pricing Patterns
              • App Onboard Prepare — Pricing Guide
              • Service Mapping Tables
              • SKU Selection Matrix
              • SKU Quota Validation Procedure
              • Subagent Template — Cost Estimation (Step 6)
              • Subagent Template — Quota Validation (Step 5)
              • Validation Rubric
          • references
            • Approval Gates — Steps 6 & 8
            • azd Template Routing
            • Handoff Protocol — Step 9
            • IaC Resources — Official Documentation & Tools
            • Intent Gathering
            • MCP Tool Reference — Shared Index
            • Pipeline Rules — Runtime Reference
            • Pipeline Rules — Reference
            • Session Protocol — Step 1
            • Subscription Resolution — Defensive Fallback
          • scaffold
            • Azure App Onboard Scaffold — IaC Generation + Self-Review
            • references
              • Bicep — App Service Patterns
              • Bicep — Container Apps Patterns
              • Bicep Patterns — Data Service Modules
              • Bicep Patterns — Security Defaults
              • Bicep Patterns
              • Bicep — Static Web Apps Patterns
              • CI/CD Pipeline Patterns
              • Dockerfile Generation
              • Environment Variables & Secrets — Cross-Cutting Rules
              • Error Handling — Scaffold Sub-Skill
              • IaC Generation Rules — Steps 5–8
              • Scaffold Phase — MCP Tools
              • RBAC — Common Roles Reference
              • Scaffold Healing Rules
              • Self-Healing Loop — Error Classification & Auto-Fix
              • Self-Review Checklist
              • Self-Review Procedure — Step 9
              • Subagent Template — IaC Generation (Steps 5–8)
              • Subagent Template — Security + Adversarial Review (Steps 6–9)
              • Subagent Template — Validation & Manifest (Steps 10–12)
              • Terraform Patterns
              • Validation, Manifest & Approval — Steps 10–12.5
              • WAF Checklist
        • azure-cloud-migrate
          • Azure Cloud Migrate
          • references
            • services
              • app-service
                • Google App Engine to Azure App Service Migration
                • Assessment Phase
                • AWS Elastic Beanstalk to Azure App Service Migration
                • Code Migration Phase
                • Global Rules
                • Heroku to Azure App Service Migration
              • container-apps
                • Kubernetes to Azure Container Apps - Assessment Guide
                • Assessment: Cloud Run to Container Apps
                • Deployment: Cloud Run to Container Apps
                • Google Cloud Run → Azure Container Apps
                • Kubernetes to Azure Container Apps - Deployment Guide
                • Assessment: Fargate to Container Apps
                • Deployment: Fargate to Container Apps
                • AWS Fargate to Azure Container Apps Migration
                • Kubernetes to Azure Container Apps Migration
                • Spring Boot to Azure Container Apps Migration
                • Pre-Migration Assessment for Spring Boot to Azure Container Apps
                • Spring Dependency Configuration Patterns
                • Deployment Guide: Spring Boot to Azure Container Apps
              • functions
                • Assessment Phase
                • Code Migration Phase
                • Global Rules
                • AWS Lambda to Azure Functions Migration
                • runtimes
                  • C — Azure Functions Isolated Worker Model Triggers & Bindings
                  • Java — Azure Functions Triggers & Bindings
                  • JavaScript (Node.js) — Azure Functions v4 Triggers & Bindings
                  • PowerShell — Azure Functions Triggers & Bindings
                  • Python — Azure Functions v2 Triggers & Bindings
                  • TypeScript — Azure Functions v4 Triggers & Bindings
        • azure-compliance
          • Azure Compliance & Security Auditing
          • references
            • azqr Recommendation Categories
            • Remediation Patterns for Common azqr Findings
            • Key Vault Expiration Audit & Compliance
            • Azure Quick Review Compliance Assessment
            • Azure Resource Graph Queries for Compliance Auditing
            • sdk
              • Key Vault Certificates — Rust SDK Quick Reference
              • Key Vault Keys — Rust SDK Quick Reference
              • Key Vault Keys — TypeScript SDK Quick Reference
              • Key Vault — Python SDK Quick Reference
              • Key Vault Secrets — Rust SDK Quick Reference
              • Key Vault Secrets — TypeScript SDK Quick Reference
              • Key Vault Keys — .NET SDK Quick Reference
              • Key Vault Keys — Java SDK Quick Reference
              • Key Vault Secrets — Java SDK Quick Reference
        • azure-compute
          • Azure Compute Skill
          • references
            • Azure Retail Prices API Guide
            • VM Family Guide
            • VM Quota Validation Guide
            • VMSS Guide
          • workflows
            • capacity-reservation
              • Azure Capacity Reservation
              • references
                • Associating and Disassociating VMs/VMSS with a Capacity Reservation Group
                • Capacity Reservation Overview
            • essential-machine-management
              • Essential Machine Management (EMM) Workflow
              • references
                • EMM Enable Flow (Portal)
                • EMM Enable Flow
                • EMM Overview
                • EMM Prerequisites
            • vm-creator
              • Azure VM/VMSS Creator
              • 示例
                • {vm-name} — Bicep
                • {vm-name} — Terraform
              • references
                • MCP tools used by vm-creator
                • Plan Card
                • Validation Gates
                • Delivery Options
                  • Mode C — Sync to a GitHub repo
                  • Mode A — Print in chat
                  • Mode B — Save to a local folder
                • Depth Probe — Meet the User Where They Are
                  • Beginner / fast-path
                  • Cost-deep branch
                  • Networking-deep branch
                  • Spec-deep branch
                • Output Adapters
                  • az CLI adapter
                  • Bicep adapter
                  • Apply via Azure MCP
                  • Terraform adapter
            • vm-recommender
              • Azure VM Recommender
              • references
                • Hand-off to vm-creator
                • webfetch policy
        • azure-cost
          • Azure Cost Management Skill
          • cost-forecast
            • Forecast API Error Handling
            • Forecast API Examples
            • Forecast API Guardrails
            • Forecast API Request Body Schema
            • Cost Forecast Workflow
          • cost-optimization
            • AKS Cost Anomaly Investigation
            • AKS Cost Analysis Add-on
            • Microsoft Agent Skills
            • Azure Resource Graph Queries for Cost Optimization
            • Cost Optimization Report Template
            • Cost Optimization Workflow
            • sdk
              • Redis Management — .NET SDK Quick Reference
            • services
              • redis
                • Microsoft Agent Skills
              • storage
                • Microsoft Agent Skills
          • cost-query
            • Dimensions by Scope
            • Cost Query Error Handling
            • Cost Management Query Examples
            • Cost Query Guardrails
            • Cost Management Query API — Request Body Schema
            • Cost Query Workflow
          • references
            • Azure Cost Skill Reference
        • azure-deploy
          • Azure Deploy
          • references
            • Global Rules
            • Live Role Verification
            • Pre-Deployment Checklist
            • Azure Region Availability Reference
            • Troubleshooting
            • Recipes
              • Azure CLI Deploy Recipe
                • Azure CLI Errors
              • AZD Deploy Recipe
                • EF Core Migrations Deployment
                • AZD Errors
                • Azure Functions Deployment
                • Post-Deployment Steps
                • SQL Database Entra Authentication
                • SQL Managed Identity Access
                • AZD Verification
              • Bicep Deploy Recipe
                • Bicep Errors
              • CI/CD Deploy Recipe
                • CI/CD Errors
                • CI/CD Verification
              • Terraform Deploy Recipe
                • Terraform Verification
            • sdk
              • Azure Developer CLI — Quick Reference
              • Authentication — .NET SDK Quick Reference
              • Authentication — Java SDK Quick Reference
              • Authentication — Python SDK Quick Reference
              • Authentication — TypeScript SDK Quick Reference
        • azure-diagnostics
          • Azure Diagnostics
          • references
            • Azure Resource Graph Queries for Diagnostics
            • KQL Query Reference
            • App Service Troubleshooting
            • Container Apps Troubleshooting
            • Function Apps Troubleshooting
          • troubleshooting
            • aks
              • AKS Troubleshooting Guide
              • General AKS Investigation & Diagnostics
              • Load Balancer And Ingress Troubleshooting
              • Network Policy Troubleshooting
              • Networking Troubleshooting
              • Node & Cluster Troubleshooting
              • Pod Failures & Application Issues
              • Spot And Zone Issues
              • Upgrade Operations
              • references
                • AKS MCP Reference
                • AKS Command Flows
                • Inspektor Gadget (IG) Reference
                • AKS Structured Input Modes
            • compute
              • Azure VM Connectivity Troubleshooting
              • references
                • Cannot Connect to VM
                • Credential and Authentication Errors
                • Firewall Blocking Connectivity
                • Network Connectivity Problems
                • Unable to RDP into the VM
                • RDP Service and Configuration Issues
                • Unable to SSH into the VM
                • VM Agent Not Responding
            • Azure Messaging Troubleshooting
              • Azure Event Hubs SDK — .NET (C)
              • Azure Event Hubs SDK — Java
              • Azure Event Hubs SDK — JavaScript
              • Azure Event Hubs SDK — Python
              • Azure Service Bus SDK — .NET (C)
              • Azure Service Bus SDK — Java
              • Azure Service Bus SDK — JavaScript
              • Azure Service Bus SDK — Python
              • Service-Level Troubleshooting
        • azure-enterprise-infra-planner
          • Azure Enterprise Infra Planner
          • references
            • Bicep Generation
            • Deployment Execution
            • Property & Pairing Checks
            • Referenced-Workload Handling (on-demand)
            • Infrastructure Plan Schema
            • Terraform Generation
            • Resource Verification
            • WAF Cross-Cutting Checklist
            • Workflow
            • Pairing Constraints Index
              • AI & ML Pairing Constraints
              • Compute (PaaS) Pairing Constraints
              • Compute (IaaS) Pairing Constraints
              • Data (Analytics) Pairing Constraints
              • Data (Relational) Pairing Constraints
              • Messaging Pairing Constraints
              • Monitoring Pairing Constraints
              • Networking (Connectivity) Pairing Constraints
              • Networking (Core) Pairing Constraints
              • Networking (Traffic) Pairing Constraints
            • phases
              • Phase 1: Extract Insights
              • Phase 2: Research WAF
              • Phase 3: Research Resources
              • Phase 5: Verify Plan
              • Phase 6: Generate IaC
              • Phase 7: Deployment
            • Resource Reference Index
              • AI & ML Resources
              • Compute (PaaS) Resources
              • Compute (IaaS) Resources
              • Data (Analytics) Resources
              • Data (Relational) Resources
              • Messaging Resources
              • Monitoring Resources
              • Networking (Connectivity) Resources
              • Networking (Core) Resources
              • Networking (Traffic) Resources
        • azure-kubernetes
          • Azure Kubernetes Service
          • azure-kubernetes-app-deploy
            • Deploy to AKS
            • knowledge-packs
              • frameworks
                • ASP.NET Core Knowledge Pack
                • Django Knowledge Pack
                • Express / Fastify Knowledge Pack
                • FastAPI Knowledge Pack
                • Flask Knowledge Pack
                • Go Knowledge Pack
                • NestJS Knowledge Pack
                • Next.js Knowledge Pack
                • Spring Boot Knowledge Pack
            • phases
              • Quick Deploy
            • references
              • Base Image Policy
              • Detection Reference
              • Rollback Guidance
              • AKS Deployment Safeguards Reference
              • Azure Workload Identity for AKS
            • templates
              • mermaid
                • Architecture Diagram Template
                • Deployment Summary Template
          • azure-kubernetes-automatic-readiness
            • AKS Automatic Readiness Assessment
            • references
              • Common Fix Patterns for AKS Automatic Compatibility
              • MCP Integration Reference
              • AKS Automatic Migration Guide
          • references
            • AKS Cluster Autoscaler (CAS)
            • AKS Pod Rightsizing
            • AKS Spot Node Pools
            • AKS Vertical Pod Autoscaler (VPA)
            • CLI Reference for AKS
        • azure-kusto
          • Azure Data Explorer (Kusto) Query & Analytics
        • azure-messaging
          • Azure Messaging SDK Troubleshooting
        • azure-prepare
          • Azure Prepare
          • references
            • Analyze Workspace
            • APIM Deployment Guide
            • Architecture Planning
            • .NET Aspire Projects
            • Azure Context (Subscription & Location)
            • Functional Verification
            • Artifact Generation
            • Global Rules
            • Plan Template
            • Recipe Selection
            • Azure Region Availability Index
            • Requirements Gathering
            • Research Components
            • Azure Resource Limits and Quotas
            • Codebase Scan
            • Specialized Technology Routing
            • recipes
              • AZCLI Recipe
                • Azure CLI Commands
                • Deployment Scripts
              • AZD Recipe
                • .NET Aspire Projects with AZD
                • azure.yaml Generation
                • Dockerfile Generation
                • AZD IAC Rules
                • AZD with Terraform
              • Bicep Recipe
                • Bicep Patterns
              • Terraform Recipe
                • Terraform Patterns
            • runtimes
              • Node.js/Express Production Configuration for Azure
            • sdk
              • App Configuration — Java SDK Quick Reference
              • App Configuration — Python SDK Quick Reference
              • App Configuration — TypeScript SDK Quick Reference
            • services
              • Azure Kubernetes Service (AKS)
                • AKS - Add-ons
                • AKS - Bicep Patterns
                • AKS - Kubernetes Manifests
              • App Insights
              • Azure App Service
                • App Service Bicep Patterns
                • App Service Custom Domains and Managed TLS
                • App Service Deployment Slots
                • App Service Networking
                • App Service Auto-scaling
                • App Service SKU Selection
                • templates
                  • Template Selection Decision Tree — REFERENCE ONLY
                  • Web API Base Template — REFERENCE ONLY
                  • Full-Stack Web App Template — REFERENCE ONLY
                  • App Service Template Recipes — REFERENCE ONLY
                    • Composition Algorithm — REFERENCE ONLY
                    • Entra ID / Easy Auth Recipe — REFERENCE ONLY
                      • source
                        • Auth Recipe — C (.NET) — REFERENCE ONLY
                        • Auth Recipe — Node.js (Express) — REFERENCE ONLY
                        • Auth Recipe — Python (FastAPI) — REFERENCE ONLY
                    • Cosmos DB Recipe — REFERENCE ONLY
                      • source
                        • Cosmos DB Recipe — C (.NET) — REFERENCE ONLY
                        • Cosmos DB Recipe — Node.js — REFERENCE ONLY
                        • Cosmos DB Recipe — Python — REFERENCE ONLY
                    • Azure Cache for Redis Recipe — REFERENCE ONLY
                      • source
                        • Redis Recipe — C (.NET) — REFERENCE ONLY
                        • Redis Recipe — Node.js — REFERENCE ONLY
                        • Redis Recipe — Python — REFERENCE ONLY
                    • SQL Database Recipe — REFERENCE ONLY
                      • source
                        • SQL Database — C (.NET) — REFERENCE ONLY
                        • SQL Database — Node.js — REFERENCE ONLY
                        • SQL Database — Python — REFERENCE ONLY
              • Azure Container Apps
                • Container Apps Bicep Patterns
                • Container Apps Day-2 Operations
                • Container Apps Environment Variables
                • Container Apps Health Probes
                • Container Apps Networking
                • Container Apps Revision Management
                • Container Apps Scaling Patterns
                • Container Apps Terraform Patterns
              • Azure Cosmos DB
                • Cosmos DB Bicep Patterns
                • Cosmos DB Partition Key Selection
                • Cosmos DB SDK Connection Patterns
              • Durable Task Scheduler
                • Durable Task Scheduler — Bicep Patterns
                • Durable Task Scheduler — .NET
                • Durable Task Scheduler — Java
                • Durable Task Scheduler — JavaScript
                • Durable Task Scheduler — Python
              • Azure Event Grid
                • Event Grid - Bicep Patterns
                • Event Grid - Subscriptions
              • Azure AI Foundry
                • Foundry Region Availability
              • Azure Functions
                • Azure Functions on Azure Container Apps (Aspire)
                • Functions Bicep Patterns — REFERENCE ONLY
                • Azure Functions Cold Start Mitigation
                • Durable Functions
                • Azure Functions Hosting Plans
                • Functions Terraform Patterns — REFERENCE ONLY
                • Azure Functions Templates
                  • Template Selection Guide
                  • base
                    • eval
                      • Base HTTP Template - Python Eval
                      • Base HTTP Template - Eval Summary
                      • Base HTTP Template - TypeScript Eval
                  • Function Template Recipes
                    • Composition Algorithm
                    • Blob Storage with Event Grid Recipe
                      • eval
                        • blob-eventgrid Recipe - Python Eval
                        • Eval Summary
                    • common
                      • C (.NET) Entry Point (DO NOT MODIFY)
                      • Error Handling Patterns
                      • Health Check Endpoint
                      • Node.js Entry Point (REQUIRED)
                    • Cosmos DB Recipe
                      • eval
                        • Cosmos DB Recipe - Python Eval
                        • Eval Summary
                        • Cosmos DB Recipe - TypeScript Eval
                    • Durable Functions Recipe
                      • eval
                        • durable Recipe - Python Eval
                        • Eval Summary
                    • Event Hubs Recipe
                      • eval
                        • eventhubs Recipe - Python Eval
                        • Eval Summary
                    • MCP (Model Context Protocol) Recipe
                      • eval
                        • MCP Server Recipe - Python Eval
                        • Eval Summary
                    • Service Bus Recipe
                      • eval
                        • Service Bus Recipe - Python Eval
                        • Eval Summary
                        • Service Bus Recipe - TypeScript Eval
                    • Azure SQL Recipe
                      • eval
                        • sql Recipe - Python Eval
                        • Eval Summary
                    • Timer Recipe
                      • eval
                        • Timer Recipe - Python Eval
                        • Eval Summary
              • Azure Key Vault
                • Key Vault - Bicep Patterns
                • Key Vault - SDK Patterns
              • Azure Logic Apps
                • Logic Apps - Bicep Patterns
                • Logic Apps - Triggers
              • Azure Service Bus
                • Service Bus - Bicep Patterns
                • Service Bus - Messaging Patterns
              • Azure SQL Database
                • SQL Database - Entra ID Authentication
                • SQL Database - Bicep Patterns
                • SQL Database - SDK Patterns
              • Azure Static Web Apps
                • Static Web Apps - Bicep Patterns
                • Static Web Apps - Deployment
                • SWA Region Availability
                • Static Web Apps - Routing & Authentication
                • Static Web Apps — Terraform Patterns — REFERENCE ONLY
              • Azure Storage
                • Storage - Access Patterns
                • Storage - Bicep Patterns
        • azure-quotas
          • Azure Quotas - Service Limits & Capacity Management
          • references
            • Advanced Azure Quota Commands
            • Azure Quota CLI Commands Reference
        • azure-reliability
          • Azure Reliability Assessment & Configuration
          • references
            • Configure Health Probes — Platform Notes
            • Configure Multi-Region — Active-Passive with Azure Front Door
            • Configure Storage Redundancy
            • Configure Zone Redundancy — Platform Notes
            • Health Probe & Monitoring — Platform-Level Checks
            • IaC Patching — Bicep
            • IaC Patching — Terraform
            • Multi-Region & Failover Checks
            • Storage Redundancy Checks
            • Zone Redundancy — Platform Overview
            • services
              • app-service
                • Azure App Service — Reliability Reference
              • functions
                • Azure Functions — Reliability Reference
        • azure-resource-lookup
          • Azure Resource Lookup
          • references
            • Azure Resource Graph Query Patterns
        • azure-resource-visualizer
          • Azure Resource Visualizer - Architecture Diagram Generator
          • references
            • Azure Resource Graph Queries for Resource Discovery
        • azure-storage
          • Azure Storage Services
          • references
            • Azure Storage SDK Usage
            • sdk
              • Tables — Java SDK Quick Reference
              • Tables — Python SDK Quick Reference
              • Blob Storage — Java SDK Quick Reference
              • Blob Storage — Python SDK Quick Reference
              • Blob Storage — Rust SDK Quick Reference
              • Blob Storage — TypeScript SDK Quick Reference
              • Data Lake Storage Gen2 — Python SDK Quick Reference
              • File Shares — Python SDK Quick Reference
              • File Shares — TypeScript SDK Quick Reference
              • Queue Storage — Python SDK Quick Reference
              • Queue Storage — TypeScript SDK Quick Reference
        • azure-upgrade
          • Azure Upgrade
          • references
            • Global Rules
            • Workflow Details
            • languages
              • Java Legacy Azure SDK → Modern Azure SDK
                • Azure SDK Migration Guidelines
                • bom-migration
                  • BOM Migration — Gradle Programmatic Version Catalog (settings.gradle)
                  • BOM Migration — Gradle TOML Version Catalog (libs.versions.toml)
                  • BOM Migration — Gradle Projects (No Version Catalogs)
                  • BOM Migration — Maven Projects
                  • BOM Migration Guide
                  • BOM Migration — Validation Checklist
                • package-specific
                  • com.microsoft.azure.eventprocessorhost
                  • com.microsoft.azure.management.\
                • rules
                  • Efficiency
                  • Execution Guidelines
                  • Review Code Changes (MANDATORY for each step)
                  • Troubleshooting & Anti-Excuse Rules
                  • Upgrade Strategy
                  • Upgrade Success Criteria (ALL must be met)
                • templates
                  • Upgrade Plan: <PROJECTNAME (<RUNID)
                  • Upgrade Progress: <PROJECTNAME (<RUNID)
                  • Upgrade Summary: <PROJECTNAME (<RUNID)
                • workflow
                  • Phase 1: Precheck
                  • Phase 2: Generate Upgrade Plan
                  • Phase 3: Execute Upgrade Plan
                  • Phase 4: Summarize & Validate
            • services
              • functions
                • Assessment: Functions Plan Upgrade
                • Automation: Consumption to Flex Consumption Upgrade
                • Consumption Plan to Flex Consumption Plan Upgrade
              • redis
                • Azure Cache for Redis → Azure Managed Redis (AMR) Migration
        • azure-validate
          • Azure Validate
          • references
            • Aspire + Azure Functions: Secret Storage Validation
            • Global Rules
            • Azure Policy Validation
            • Azure Region Availability Reference
            • Role Assignment Verification
            • Recipes
              • AZCLI Validation
                • AZCLI Validation Errors
              • AZD Validation
                • Aspire Validation
                • AZD Environment Setup
                • AZD Validation Errors
              • Bicep Validation
                • Bicep Validation Errors
              • Terraform Validation
                • Terraform Validation Errors
        • entra-agent-id
          • Microsoft Entra Agent ID
          • references
            • Known Limitations
            • OAuth2 Token Flow
            • OBO Blueprint Setup
            • Runtime Token Exchange (fmipath)
            • SDK Sidecar — Code Patterns, Deployment, and Security
            • Microsoft Entra SDK for AgentID: Polyglot Agent Authentication
        • entra-app-registration
          • Microsoft Agent Skills
          • references
            • API Permissions Guide
            • Azure CLI Commands for App Registration
            • Console Application Examples
            • First App Registration - Step-by-Step Guide
            • OAuth 2.0 Flows
            • Troubleshooting Microsoft Entra App Registration
            • sdk
              • Authentication — Rust SDK Quick Reference
              • Authentication Events — .NET SDK Quick Reference
        • microsoft-foundry
          • finetuning
            • Fine-Tuning on Microsoft Foundry
            • references
              • Agentic RFT — Tool Calling
              • Dataset Formats
              • Deployment Formats
              • Evaluation Methodology
              • RFT Grader Design Guide
              • Hyperparameter Guide
              • Large File Uploads
              • Platform Gotchas — Top 10
              • Reward Hacking Prevention in RFT
              • Training Curve Analysis
              • Training Types: SFT vs DPO vs RFT
              • Vision Fine-Tuning
            • workflows
              • Dataset Creation Workflow
              • Diagnosing Poor Results
              • Full Pipeline Workflow
              • Iterative Training Workflow
              • Quickstart: Fine-Tune Your First Model
          • foundry-agent
            • agent-optimizer
              • Agent Optimizer in Foundry — Scaffold Python Agent
              • references
                • azd Setup
                • eval.yaml Guidance
                • Optimize Workflow
                • Python Agent Optimizer in Foundry Patterns
                • Scaffold Workflow
            • azd-guidance
              • Foundry azd Guidance
              • references
                • azd ai CLI Reference
            • cicd
              • Set Up CI/CD for a Foundry Agent
            • create
              • Create Hosted Agent (azd ai)
              • Create Prompt Agent
              • Quick Start: Hosted Foundry Agent
              • references
                • Enable Incoming A2A on a Foundry Agent
                • Foundry Model Reference
                • Foundry Tool Catalog — Project Connections for Remote Tools
                • LangChain and LangGraph Hosting
                • Local Run Reference
                • Re-host an Existing Agent from other platforms
                • SDK Operations for Foundry Agent Service
                • Use a Toolbox from Your Agent Code
                • guardrails
                  • Create a Guardrail via the REST API (az rest)
                  • Attach a Guardrail
                  • Guardrails (RAI Content-Filter Policies)
                • skills
                  • Use Skills in a Hosted Agent
                  • Skills (azd ai)
                  • Skills in Toolbox
                • tools
                  • prompt-agent
                    • Agent Tools
                    • Tool — Agent-to-Agent (A2A, preview)
                    • Azure AI Search Tool
                    • Bing Grounding Tool
                    • Tool — Code Interpreter
                    • Tool — Fabric IQ (preview)
                    • File Search Tool
                    • Tool — Function Calling (client-side)
                    • MCP Tool (Model Context Protocol)
                    • Agent Memory
                    • Tool — OpenAPI
                    • Web Search Tool (Preview)
                    • Tool — Work IQ (preview)
            • deploy
              • Deploy a Foundry Agent
              • references
                • Container Deploy Precheck
            • eval-datasets
              • Evaluation Datasets — Trace-to-Dataset Pipeline & Lifecycle Management
              • references
                • Dataset Comparison — A/B Testing Across Dataset Versions
                • Dataset Curation — Human-in-the-Loop Review
                • Dataset Organization — Metadata, Splits, and Filtered Evaluation
                • Dataset Versioning — Version Management & Tagging
                • Eval Lineage — Full Traceability from Production to Deployment
                • Eval Regression — Automated Regression Detection
                • Eval Trending — Metrics Over Time
                • Generate Seed Evaluation Dataset
                • Trace-to-Dataset Pipeline — Harvest Production Traces as Test Cases
            • invocations-ws
              • Invocations WebSocket (invocationsws) Protocol
              • references
                • Invocations WebSocket Protocol Guide
            • invoke
              • Invoke Foundry Agent
              • references
                • Hosted Session File Operations with azd
                • Invocations Protocol Guide
                • Hosted Session Management with azd
            • observe
              • Agent Observability Loop
              • references
                • Steps 3–5 — Download Results, Cluster Failures, Dive Into Category
                • Step 6 — CI/CD Evals & Continuous Production Monitoring
                • Steps 8–10 — Re-Evaluate, Compare Versions, Iterate
                • Continuous Evaluation
                • Step 1 - Auto-Setup Evaluation Suite
                • Step 2 - Run Evaluation
                • Evaluation Suite Generation
                • Steps 6–7 — Optimize Prompt & Deploy New Version
            • routine
              • Manage Foundry Routines (azd ai routine)
              • references
                • Declarative Routines
                • CLI CRUD and Operations
            • toolbox
              • Foundry Toolbox — Concept, API Shape & Schema
              • references
                • Toolbox MCP protocol, tool naming & testing
                • Testing the toolbox
                • Tool — Agent-to-Agent (A2A) connection
                • Tool — Azure AI Search (type: azureaisearch)
                • Tool — Browser Automation (type: browserautomationpreview) — preview
                • Tool — Code Interpreter (type: codeinterpreter)
                • Tool — Fabric IQ (type: fabriciqpreview) — preview
                • Tool — File Search (type: filesearch)
                • Tool — Remote MCP server, agent identity / project MI (type: mcp)
                • BYO OAuth2 — Azure-hosted MCP starter (build your own MCP on Functions)
                • Tool — Remote MCP server, custom OAuth2 app (BYO) (type: mcp)
                • Tool — Remote MCP server, static key (type: mcp)
                • Tool — Remote MCP server, OAuth (Foundry-managed connector) (type: mcp)
                • Tool — Remote MCP server, no auth (type: mcp)
                • Tool — Remote MCP server, user Entra token (type: mcp, auth UserEntraToken)
                • Tool — OpenAPI (type: openapi)
                • Tool — Tool Search (preview) (type: toolboxsearchpreview)
                • Tool — Web Search (type: websearch)
                • Tool — Work IQ (type: mcp, preview) — Microsoft 365 work context
                • Manage Tools & Toolboxes with azd ai
            • trace
              • Foundry Agent Trace Analysis
              • references
                • Analyze Failures — Find and Cluster Failing Traces
                • Analyze Latency — Find and Diagnose Slow Traces
                • Conversation Detail — Reconstruct Full Span Tree
                • Eval Correlation — Find Evaluation Results by Response or Conversation ID
                • KQL Templates — GenAI Trace Query Reference
                • Search Traces — Conversation-Level Search
                • Tracing Insights API
            • troubleshoot
              • Foundry Agent Troubleshoot
            • validate
              • Validate a Foundry Hosted Agent
              • references
                • Microsoft Foundry Agent Validation
          • models
            • deploy-model
              • Deploy Model
              • Deploy Model — Test Prompts
              • capacity
                • Capacity Discovery
              • customize
                • customize Examples
                • Customize Model Deployment
                • references
                  • Customize Guides — Selection Guides & Advanced Topics
                  • Customize Workflow — Detailed Phase Instructions
              • preset
                • Examples: preset
                • Deploy Model to Optimal Region
                • references
                  • Preset Deployment Workflow - Detailed Implementation
                  • Preset Deployment Workflow — Step-by-Step
          • project
            • Foundry Project Connections
            • create
              • Create Microsoft Foundry Project
          • quota
            • Microsoft Foundry Quota Management
            • references
              • Capacity Planning Guide
              • Error Resolution Workflows
              • Quota Optimization Strategies
              • Provisioned Throughput Units (PTU) Guide
              • Troubleshooting Quota Errors
              • Detailed Workflows: Quota Management
          • rbac
            • Microsoft Foundry RBAC Management
          • references
            • Agent Metadata Contract
            • Azure Authentication Best Practices
            • Standard Agent Setup
          • resource
            • create
              • Create Foundry Resource
              • references
                • Common Patterns: Create Foundry Resource
                • Troubleshooting: Create Foundry Resource
                • Detailed Workflows: Create Foundry Resource
            • private-network
              • Microsoft Foundry Private Networking
              • references
                • Custom Template Adaptation
                • Deploy & Track
                • End-to-End Test (VNet Access Required)
                • Intake
                • Post-Deployment Validation
                • Scaffold & Parameterize
                • Template Index — Foundry Private Network
                • VPN Gateway & DNS Private Resolver Setup
        • python-appservice-deploy
          • Python on Azure App Service — Code Deploy
          • references
            • Create RG + App Service Plan + Web App (Linux, P0v3)
            • Deploy via az CLI
            • Deploy via azd
            • Framework Detection (Advisory)
            • Troubleshooting
            • Post-deploy message to the user
            • Startup Commands by Framework
            • Transient ARM error handling for az ... create
    • 🌊 Deep Wiki
      • agents
        • Wiki Architect Agent
        • Wiki Researcher Agent
        • Wiki Writer Agent
      • commands
        • Deep Wiki: Azure DevOps Wiki Export
        • Deep Wiki: Generate AGENTS.md Files
        • Deep Wiki: Repository Q&A
        • Deep Wiki: Build VitePress Site
        • Deep Wiki: Catalogue Generation
        • Deep Wiki: Crisp (Fast Wiki Generation)
        • Deep Wiki: Deploy to GitHub Pages
        • Deep Wiki: Full Generation
        • Deep Wiki: Generate llms.txt
        • Deep Wiki: Onboarding Guide Generation
        • Deep Wiki: Single Page Generation
        • Deep Wiki: Deep Research
      • skills
        • wiki-ado-convert
          • ADO Wiki Converter
        • wiki-agents-md
          • AGENTS.md Generator
        • wiki-architect
          • Wiki Architect
        • wiki-changelog
          • Wiki Changelog
        • wiki-llms-txt
          • llms.txt Generator
        • wiki-onboarding
          • Wiki Onboarding Guide Generator
        • wiki-page-writer
          • Wiki Page Writer
        • wiki-qa
          • Wiki Q&A
        • wiki-researcher
          • Wiki Researcher
        • wiki-vitepress
          • Wiki VitePress Packager
    • M365 Agents Toolkit
      • skills
        • declarative-agent-developer
          • M365 Agent Developer
          • references
            • API Plugin Architecture for M365 JSON Agents
            • OAuth Authentication for M365 Agent Plugins
            • M365 Agent Developer Best Practices
            • Conversation and Instruction Design for M365 Agents
            • ATK CLI and Deployment for M365 Agents
            • JSON Development Workflow
            • M365 JSON Agent Developer Examples
            • Instruction Review & Quality Audit
            • Localization Workflow
            • MCP Server Plugin Integration
            • Scaffolding Workflow
            • JSON Schema Reference for M365 Copilot Agents
            • Workspace Detection & Gate Rules
        • install-atk
          • Install ATK
        • m365-agent-evaluator
          • M365 Agent Evaluator
          • 示例
            • Example: analyze existing failures
            • Example: create a starter eval dataset
            • Example: iterate after agent changes
            • Example: missing or weak instructions
            • Example: evaluate a non-ATK project
            • Example: run evals and analyze results
          • references
            • Environment and Azure setup
            • Evaluation dataset templates
            • Guardrails and troubleshooting
            • Output schema reference
            • PRA scenario framework
            • Remediation patterns
            • Result analysis
            • M365 Copilot eval workflow
        • teams-app-developer
          • Microsoft 365 Agents Toolkit Skill
          • create-project
            • Create Project
          • Slack vs Teams: Platform Differences & Bridging Strategies
            • Advanced Features
            • Feature Gap Analysis: Slack ↔ Teams
            • Files & Links
            • Identity & Auth
            • Infrastructure
            • Interactive Responses
            • Messaging & Commands
            • Middleware & Handler Patterns
            • UI Components
            • Workflow Scenarios
          • Bot Platform Expert System
            • {topic}-ts
            • analyzer
            • builder
            • fallback
            • prompt-engineer
            • researcher
            • update-experts
            • bridge-router
              • app-distribution-packaging-ts
              • channel-ops-graph-ts
              • commands-slash-text-ts
              • cross-platform-advisor-ts
              • cross-platform-architecture-ts
              • events-activities-ts
              • files-upload-download-ts
              • identity-oauth-bridge-ts
              • infra-compute-ts
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