azure-kusto-graph
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match),…
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI
$ npx -y skills add microsoft/GitHub-Copilot-for-Azure --skill azure-aigateway --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/azure-aigatewayContext preview
The summary Claude sees to decide when to auto-load this skill.
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI
name: azure-aigateway description: "Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, configure AI backend, token metrics, AI cost control, convert API to MCP, import OpenAPI to gateway." license: MIT metadata: author: Microsoft version: "0.0.0-placeholder" compatibility: Requires Azure CLI (az) for configuration and testing
Configure Azure API Management (APIM) as an AI Gateway for governing AI models, MCP tools, and agents.
> **To deploy APIM**, use the **azure-prepare** skill. See [APIM deployment guide](https://learn.microsoft.com/azure/api-management/get-started-create-service-instance).
| Category | Triggers | |----------|----------| | **Model Governance** | "semantic caching", "token limits", "load balance AI", "track token usage" | | **Tool Governance** | "rate limit MCP", "protect my tools", "configure my tool", "convert API to MCP" | | **Agent Governance** | "content safety", "jailbreak detection", "filter harmful content" | | **Configuration** | "add Azure OpenAI backend", "configure my model", "add AI Foundry model" | | **Testing** | "test AI gateway", "call OpenAI through gateway" |
---
| Policy | Purpose | Details | |--------|---------|---------| | `azure-openai-token-limit` | Cost control | [Model Policies](references/policies.md#token-rate-limiting) | | `azure-openai-semantic-cache-lookup/store` | 60-80% cost savings | [Model Policies](references/policies.md#semantic-caching) | | `azure-openai-emit-token-metric` | Observability | [Model Policies](references/policies.md#token-metrics) | | `llm-content-safety` | Safety & compliance | [Agent Policies](references/policies.md#content-safety) | | `rate-limit-by-key` | MCP/tool protection | [Tool Policies](references/policies.md#request-rate-limiting) |
---
# Get gateway URL
az apim show --name <apim-name> --resource-group <rg> --query "gatewayUrl" -o tsv
# List backends (AI models)
az apim backend list --service-name <apim-name> --resource-group <rg> \
--query "[].{id:name, url:url}" -o table
# Get subscription key
az apim subscription keys list \
--service-name <apim-name> --resource-group <rg> --subscription-id <sub-id>---
GATEWAY_URL=$(az apim show --name <apim-name> --resource-group <rg> --query "gatewayUrl" -o tsv)
curl -X POST "${GATEWAY_URL}/openai/deployments/<deployment>/chat/completions?api-version=2024-02-01" \
-H "Content-Type: application/json" \
-H "Ocp-Apim-Subscription-Key: <key>" \
-d '{"messages": [{"role": "user", "content": "Hello"}], "max_tokens": 100}'---
See [references/patterns.md](references/patterns.md#pattern-1-add-ai-model-backend) for full steps.
# Discover AI resources az cognitiveservices account list --query "[?kind=='OpenAI']" -o table # Create backend az apim backend create --service-name <apim> --resource-group <rg> \ --backend-id openai-backend --protocol http --url "https://<aoai>.openai.azure.com/openai" # Grant access (managed identity) az role assignment create --assignee <apim-principal-id> \ --role "Cognitive Services User" --scope <aoai-resource-id>
Recommended policy order in `<inbound>`:
1. **Authentication** - Managed identity to backend 2. **Semantic Cache Lookup** - Check cache before calling AI 3. **Token Limits** - Cost control 4. **Content Safety** - Filter harmful content 5. **Backend Selection** - Load balancing 6. **Metrics** - Token usage tracking
See [references/policies.md](references/policies.md#combining-policies) for complete example.
---
| Issue | Solution | |-------|----------| | Token limit 429 | Increase `tokens-per-minute` or add load balancing | | No cache hits | Lower `score-threshold` to 0.7 | | Content false positives | Increase category thresholds (5-6) | | Backend auth 401 | Grant APIM "Cognitive Services User" role |
See [references/troubleshooting.md](references/troubleshooting.md) for details.
---
GitHub Copilot for Azure is a set of extensions for Visual Studio, VS Code, and Claude Code designed to streamline the process of developing for Azure.
Repo: microsoft/GitHub-Copilot-for-Azure
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