// Orchestrates creation of all Azure resources for Azure AI Foundry multi-environment deployment. Coordinates resource-groups, service-principal, and ai-foundry-resources skills. Use when setting up a complete Azure AI Foundry infrastructure from scratch across dev, test, and prod environments.
| name | resource-creation |
| description | Orchestrates creation of all Azure resources for Azure AI Foundry multi-environment deployment. Coordinates resource-groups, service-principal, and ai-foundry-resources skills. Use when setting up a complete Azure AI Foundry infrastructure from scratch across dev, test, and prod environments. |
| license | Apache-2.0 |
This skill orchestrates the creation of all Azure resources required for Azure AI Foundry deployments across multiple environments.
A high-level orchestration skill that coordinates three specialized skills to create a complete Azure AI Foundry infrastructure:
Use this skill when you need to:
When -CreateAll is specified, the orchestrator executes in this order:
Calls resource-groups/scripts/create-resource-groups.ps1
-CreateServicePrincipal)Calls service-principal/scripts/create-service-principal.ps1
-CreateAIProjects)Calls ai-foundry-resources/scripts/create-ai-foundry-resources.ps1
# Create all resources using configuration from starter-config.json
./create-resources.ps1 -UseConfig -CreateAll
# Create specific resources
./create-resources.ps1 -UseConfig -CreateServicePrincipal -CreateAIProjects
# Create for specific environment
./create-resources.ps1 `
-ResourceGroupBaseName "rg-aif-demo" `
-Location "eastus" `
-Environment "dev" `
-CreateAll
# Create without Service Principal
./create-resources.ps1 -UseConfig -Environment "all" -CreateAIProjects
-UseConfig: Load resource names from starter-config.json-ResourceGroupBaseName: Base name for resource groups (e.g., "rg-aif-demo")-Location: Azure region (default: eastus)-ServicePrincipalName: Service Principal display name-AIProjectBaseName: Base name for AI resources-Environment: Target environment ('dev', 'test', 'prod', or 'all')-CreateServicePrincipal: Create Service Principal and configure RBAC-CreateAIProjects: Create AI Services and AI Foundry Projects-CreateAll: Enable both ServicePrincipal and AIProjects creation-OutputFormat: Output format ('text' or 'json')cd .github/skills/resource-creation
./create-resources.ps1 -UseConfig -CreateAll
./create-resources.ps1 -UseConfig -Environment "dev" -CreateAll
./create-resources.ps1 `
-ResourceGroupBaseName "rg-aif-demo" `
-AIProjectBaseName "aif-demo" `
-Location "eastus" `
-Environment "all" `
-CreateAIProjects
./create-resources.ps1 `
-ResourceGroupBaseName "rg-myapp-ai" `
-ServicePrincipalName "sp-myapp-cicd" `
-AIProjectBaseName "aif-myapp" `
-Location "westus2" `
-Environment "all" `
-CreateAll
After orchestration completes, verify the deployment:
# Check Resource Groups
az group list --query "[?starts_with(name, 'rg-aif-demo')].{Name:name, Location:location}" -o table
# Check Service Principal
az ad sp list --display-name "sp-aif-demo-cicd" --query "[].{Name:displayName, AppId:appId}" -o table
# Check AI Services
az cognitiveservices account list --query "[?starts_with(name, 'aif-demo')].{Name:name, Kind:kind, Location:location}" -o table
# Check RBAC Assignments
$spId = az ad sp list --display-name "sp-aif-demo-cicd" --query "[0].id" -o tsv
az role assignment list --assignee $spId --query "[].{Role:roleDefinitionName, Scope:scope}" -o table
The orchestrator updates starter-config.json with created resource information:
{
"azure": {
"subscriptionId": "00000000-0000-0000-0000-000000000000",
"resourceGroups": {
"dev": "rg-aif-demo-dev",
"test": "rg-aif-demo-test",
"prod": "rg-aif-demo-prod"
},
"location": "eastus"
},
"servicePrincipal": {
"displayName": "sp-aif-demo-cicd",
"appId": "00000000-0000-0000-0000-000000000000",
"objectId": "00000000-0000-0000-0000-000000000000",
"tenantId": "00000000-0000-0000-0000-000000000000"
},
"aiFoundry": {
"dev": {
"projectName": "aif-demo-dev",
"projectEndpoint": "https://..."
},
"test": { ... },
"prod": { ... }
}
}
This orchestrator delegates to three specialized skills:
Location: ../resource-groups
Purpose: Creates Azure resource groups for multiple environments
Output: Resource group names and IDs
Direct Usage:
cd ../resource-groups/scripts
./create-resource-groups.ps1 `
-ResourceGroupBaseName "rg-aif-demo" `
-Location "eastus" `
-Environment "all"
Location: ../service-principal
Purpose: Creates Service Principal with workload identity and RBAC
Output: Service Principal credentials and configuration
Direct Usage:
cd ../service-principal/scripts
./create-service-principal.ps1 `
-DisplayName "sp-aif-demo-cicd" `
-ResourceGroupNames @("rg-aif-demo-dev", "rg-aif-demo-test", "rg-aif-demo-prod")
Location: ../ai-foundry-resources
Purpose: Creates AI Services and AI Foundry Projects
Output: Project names and endpoints
Direct Usage:
cd ../ai-foundry-resources/scripts
./create-ai-foundry-resources.ps1 `
-ProjectBaseName "aif-demo" `
-ResourceGroupName "rg-aif-demo-dev" `
-Location "eastus" `
-Environment "dev" `
-ServicePrincipalId "00000000-0000-0000-0000-000000000000"
Symptom: "Cannot find script file"
# Verify skill structure
Get-ChildItem -Path .github/skills -Recurse -Filter "*.ps1"
# Ensure scripts are in correct locations:
# ../resource-groups/scripts/create-resource-groups.ps1
# ../service-principal/scripts/create-service-principal.ps1
# ../ai-foundry-resources/scripts/create-ai-foundry-resources.ps1
Symptom: "Resource group does not exist"
# Run resource-groups skill first
cd .github/skills/resource-groups/scripts
./create-resource-groups.ps1 -UseConfig
Symptom: "Service Principal not found"
# Verify Service Principal was created
az ad sp list --display-name "sp-aif-demo-cicd" -o table
# If missing, run service-principal skill
cd .github/skills/service-principal/scripts
./create-service-principal.ps1 -UseConfig
For detailed troubleshooting of individual skills, see:
Always create resources in this order:
-UseConfig flag for automated deployments-Environment "dev" for initial testing (creates only one environment)Creates Azure DevOps CI/CD pipelines from the template YAML files. This skill creates pipelines for agent creation, testing, and deployment automation using the ready-to-use pipeline definitions.
Orchestrates complete Azure AI Foundry deployment to Azure DevOps. Coordinates repository-setup, service-connection-setup, environment-setup, pipeline-setup, and deployment-validation skills. Use when deploying the complete Azure AI Foundry starter template end-to-end.
Cleans up Azure DevOps resources (repositories, service connections, variable groups, pipelines) and resets configuration files. Use when you need to remove Azure DevOps artifacts after testing or to prepare for a fresh deployment of the Azure AI Foundry Starter template.
Safely deletes all Azure resources created by the Azure AI Foundry starter template including resource groups, AI Services, AI Foundry Projects, Service Principal, federated credentials, and RBAC assignments. Use when tearing down environments or starting fresh.
Validates the complete Azure AI Foundry deployment by checking repositories, service connections, variable groups, environments, pipelines, and optionally running the first agent deployment. This skill provides comprehensive verification of the deployment setup.
Creates Azure DevOps variable groups and environments for dev, test, and production. This skill configures environment-specific variables and approval gates required for CI/CD pipelines.