airunway-aks-setup 75/100 · C DevOps Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and…Improve this score
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aks-gpu-inference 84/100 · B DevOps Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load…Get badges
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aks-known-issues 75/100 · C DevOps Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk…Improve this score
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aks-network-capture 82/100 · B DevOps Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node"…Get badges
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aks-troubleshooting 85/100 · B DevOps Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff…Get badges
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appinsights-instrumentation 71/100 · C Dev tools Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how…Improve this score
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azure-advisor 78/100 · C DevOps Use Azure Advisor recommendations. WHEN: "show Advisor recommendations", "service retirements", "update recommendation status". DO NOT USE FOR…Improve this score
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azure-advisor-actionability 62/100 · D DevOps Remediate Azure Advisor recommendations. WHEN: "fix Advisor recommendation".Improve this score
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azure-ai 77/100 · C DevOps Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech…Improve this score
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azure-aigateway 71/100 · C AI agents Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load…Improve this score
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azure-app-onboard 80/100 · B DevOps End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval…Get badges
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azure-app-onboard-prereq 71/100 · C DevOps Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness…Improve this score
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azure-cloud-migrate 69/100 · D DevOps Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App…Improve this score
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azure-compliance 69/100 · D DevOps Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review…Improve this score
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azure-compute 64/100 · D DevOps Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable…Improve this score
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azure-deploy 85/100 · B DevOps Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this…Get badges
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azure-diagnostics 70/100 · C DevOps Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot…Improve this score
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azure-enterprise-infra-planner 75/100 · C DevOps Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking…Improve this score
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azure-kubernetes 70/100 · C DevOps Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard)…Improve this score
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azure-kubernetes-app-deploy 76/100 · C DevOps Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a…Improve this score
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azure-kubernetes-automatic-readiness 74/100 · C DevOps Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides…Improve this score
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azure-kusto 69/100 · D DevOps Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto…Improve this score
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azure-kusto-graph 72/100 · C Design Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching…Improve this score
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azure-kusto-irql 72/100 · C DevOps Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into…Improve this score
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azure-kusto-irql-graph 70/100 · C DevOps Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes…Improve this score
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azure-local 69/100 · D DevOps Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates…Improve this score
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azure-local-multi-rack 79/100 · C DevOps Plan, deploy, operate, and troubleshoot multi-rack (rack scale) deployments of Azure Local — preintegrated racks scaling to hundreds of machines…Improve this score
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azure-messaging 62/100 · D Dev tools Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message…Improve this score
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azure-prepare 82/100 · B DevOps Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI…Get badges
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azure-quotas 77/100 · C DevOps Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service…Improve this score
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azure-reliability 72/100 · C DevOps Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone…Improve this score
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azure-resource-lookup 85/100 · B DevOps List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my…Get badges
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azure-resource-visualizer 72/100 · C DevOps Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN…Improve this score
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azure-search-nav 72/100 · C DevOps Builds an Azure portal deep link to a specific blade/menu item for supported Microsoft.ContainerService, Microsoft.Kubernetes, and Microsoft.Compute…Improve this score
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azure-storage 82/100 · B DevOps Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access…Get badges
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azure-upgrade 74/100 · C DevOps Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to…Improve this score
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azure-validate 67/100 · D DevOps Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed…Improve this score
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capacity 83/100 · B DevOps Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal…Get badges
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cost-analysis 81/100 · B DevOps Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase"…Get badges
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cost-estimation 81/100 · B DevOps Forecast Azure spend and price planned resources or workloads. WHEN: "forecast Azure spending", "project next month cost", "compare forecast to my…Get badges
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cost-governance 81/100 · B DevOps Govern Azure costs with budgets, alerts, tags, and policy restrictions. WHEN: "Azure budget health", "configured budget overrun", "list Azure…Get badges
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cost-optimization 81/100 · B DevOps Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: "optimize Azure costs", "reduce cloud spending", "rightsize…Get badges
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customize 84/100 · B DevOps Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU…Get badges
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deploy-model 81/100 · B DevOps Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments…Get badges
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discover-azure-skills 66/100 · D DevOps Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation…Improve this score
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entra-agent-id 84/100 · B AI agents Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth…Get badges
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entra-app-registration 84/100 · B DevOps Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app…Get badges
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finetuning 86/100 · B AI agents Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation…Get badges
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foundry-iq 71/100 · C AI agents Foundry IQ knowledge bases. WHEN: make local or Blob documents searchable; create/diagnose KBs; triage unsupported connectors or multi-source KB…Improve this score
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microsoft-foundry 79/100 · C AI agents Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent…Improve this score
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preset 84/100 · B DevOps Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region…Get badges
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