deploy-model
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
Install with Tessl CLI
npx tessl i github:microsoft/github-copilot-for-azure --skill deploy-model94
Does it follow best practices?
Evaluation — 96%
↑ 2.66xAgent success when using this skill
Validation for skill structure
Evaluation results
88%
54%Automate Azure OpenAI Model Deployment to the Best Available Region
Preset deployment workflow implementation
GlobalStandard SKU only
0%
100%
API version 2024-10-01
0%
100%
50% capacity formula
0%
100%
Minimum 50 TPM
0%
100%
generate_deployment_name script
0%
0%
PROJECT_RESOURCE_ID env var check
100%
100%
Current region checked first
100%
100%
Project confirmation step
80%
100%
Deployment status monitoring
0%
100%
No hardcoded SKU lists
100%
100%
Without context: $0.3866 · 1m 51s · 19 turns · 26 in / 6,698 out tokens
With context: $0.9942 · 2m 56s · 28 turns · 12,162 in / 11,597 out tokens
100%
73%Deploy an Anthropic Claude Model to Azure AI Foundry
Anthropic model deployment via REST API
REST API not CLI
80%
100%
modelProviderData present
0%
100%
Industry field included
0%
100%
Industry always prompted
0%
100%
countryCode field included
0%
100%
organizationName field included
0%
100%
Capacity set to 1
0%
100%
No RAI policy step
100%
100%
No version upgrade policy
100%
100%
Correct API version in URL
0%
100%
Without context: $0.4031 · 2m 5s · 18 turns · 22 in / 7,751 out tokens
With context: $1.0092 · 3m 6s · 38 turns · 1,428 in / 12,056 out tokens
100%
51%Build an Azure OpenAI Deployment Assistant Script
Intent routing and SKU validation
PTU/provisioned routes to customize
100%
100%
Capacity query routes to capacity
100%
100%
Simple model name routes to preset
100%
100%
Default to preset when ambiguous
0%
100%
discover_and_rank script used
0%
100%
Subscription quota validated after discovery
80%
100%
Quota name pattern correct
0%
100%
No hardcoded SKU list
100%
100%
Zero-quota SKUs marked not selectable
12%
100%
Capacity discovery 4-option handoff
0%
100%
Project confirmation before deploy
0%
100%
Capacity+deploy ambiguous → discovery first
100%
100%
Without context: $0.7816 · 3m 12s · 27 turns · 34 in / 13,298 out tokens
With context: $0.9048 · 3m 29s · 27 turns · 7,077 in / 13,239 out tokens
- Evaluated
- Agent
- Claude Code
- Model
- Unknown
Table of Contents
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