azure-kusto-graph
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match),…
Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a Dockerfile and Kubernetes manifests, validates against AKS Deployment Safeguards, and deploys with verification. WHEN: deploy app to
$ npx -y skills add microsoft/GitHub-Copilot-for-Azure --skill azure-kubernetes-app-deploy --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/azure-kubernetes-app-deployContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a Dockerfile and Kubernetes manifests, validates against AKS Deployment Safeguards, and deploys with verification. WHEN: deploy app to
name: azure-kubernetes-app-deploy license: MIT metadata: author: Microsoft version: "1.0.0" description: "Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a Dockerfile and Kubernetes manifests, validates against AKS Deployment Safeguards, and deploys with verification. WHEN: deploy app to AKS, deploy to existing AKS cluster, containerize app for Kubernetes, generate K8s manifests for Azure, set up CI/CD for AKS, my AKS deployment is failing safeguard checks, I have a Django/Express/Spring Boot app to run on AKS. DO NOT USE FOR: creating or provisioning an AKS cluster (use azure-kubernetes), assessing migration to AKS Automatic (use azure-kubernetes-automatic-readiness), or deploying to non-AKS targets like Web Apps, Container Apps, or Functions."
**Use when:** deploying a web app/API to AKS; containerizing for Kubernetes; generating manifests; AKS CI/CD; DS001–DS013 failures.
**Not for:** provisioning clusters (`azure-kubernetes`), AKS Automatic readiness (`azure-kubernetes-automatic-readiness`), non-AKS targets.
Requires: existing AKS cluster, `az login`, `kubectl` configured. Follow `phases/quick-deploy.md`. On failure: `references/rollback.md`.
Load `knowledge-packs/frameworks/<framework>.md` per detected framework. Available: `spring-boot`, `express`, `nextjs`, `fastapi`, `django`, `nestjs`, `aspnet-core`, `go`, `flask`
`templates/` (dockerfiles/, k8s/, github-actions/, mermaid/).
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
Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match),…
Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes Graph_Render_View,…
Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable…
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first…
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to…
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR.…