Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: "Service Bus", "ServiceBusClient", "ServiceBusSender", "ServiceBusReceiver", "ServiceBusProcessor", "message queue", "pub/sub .NET", "dead letter queue".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-dotnet/skills/azure-servicebus-dotnet/SKILL.md
Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. Triggers: "service bus", "ServiceBusClient", "queue", "topic", "subscription", "message broker".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-servicebus-py/SKILL.md
Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterprise messaging patterns.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/azure-servicebus-ts/SKILL.md
Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-speech-to-text-rest-py/SKILL.md
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/azure-storage/SKILL.md
Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming data operations.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-java/skills/azure-storage-blob-java/SKILL.md
Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient", "upload blob", "download blob".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-storage-blob-py/SKILL.md
Azure Blob Storage library for Rust. Upload, download, and manage blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "storage container rust", "BlobServiceClient rust".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-rust/skills/azure-storage-blob-rust/SKILL.md
Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, page blobs, SAS tokens, and streaming. Triggers: "blob storage", "@azure/storage-blob", "BlobServiceClient", "ContainerClient", "upload blob", "download blob", "SAS token", "block blob".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/azure-storage-blob-ts/SKILL.md
Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lake", "DataLakeServiceClient", "FileSystemClient", "ADLS Gen2", "hierarchical namespace".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-storage-file-datalake-py/SKILL.md
Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-storage-file-share-py/SKILL.md
Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploading/downloading files, and handling file metadata. Supports Azure Files SMB protocol scenarios. Triggers: "file share", "@azure/storage-file-share", "ShareServiceClient", "ShareClient", "SMB", "Azure Files".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/azure-storage-file-share-ts/SKILL.md
Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. Triggers: "queue storage", "QueueServiceClient", "QueueClient", "message queue", "dequeue".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/azure-storage-queue-py/SKILL.md
Azure Queue Storage library for Rust. Send, receive, and manage queue messages. Triggers: "queue storage rust", "QueueClient rust", "send message rust", "receive messages rust", "QueueServiceClient rust", "queue rust".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-rust/skills/azure-storage-queue-rust/SKILL.md
Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: "queue storage", "@azure/storage-queue", "QueueServiceClient", "QueueClient", "send message", "receive message", "dequeue", "visibility timeout".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/azure-storage-queue-ts/SKILL.md
Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, function app SKU, migrate App Service to Container Apps, modernize legacy Azure Java SDKs (com.microsoft.azure to com.azure), migrate Azure Cache for Redis (ACR/ACRE) to Azure Managed Redis (AMR).
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/azure-upgrade/SKILL.md
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment,
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/azure-validate/SKILL.md
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub messaging, group chat, or live notifications.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/azure-web-pubsub-ts/SKILL.md
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quo
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/models/deploy-model/capacity/SKILL.md
Transform the agent into a Cloud Solution Architect following Azure Architecture Center best practices. Use when designing cloud architectures, reviewing system designs, selecting architecture styles, applying cloud design patterns, making technology choices, or conducting Well-Architected Framework reviews.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/skills/cloud-solution-architect/SKILL.md
Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase", "cost spike", "unexpected charge", "Cosmos DB charges", "Foundry model costs", "AKS cluster cost", "namespace cost", "enable AKS cost analysis", "idle AKS capacity". DO NOT USE FOR: forecasts, pricing estimates, rightsizing, commitments, or budgets.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-cost/skills/cost-analysis/SKILL.md
Forecast Azure spend and price planned resources or workloads. WHEN: "forecast Azure spending", "project next month cost", "compare forecast to my planning target", "how much will Azure cost", "estimate VM cost", "compare storage tiers", "compare Azure regions", "retail price", "EA rate card", "negotiated pricesheet". DO NOT USE FOR: configured budget health or alerts, bill analysis, cost spikes, rightsizing, or commitments.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-cost/skills/cost-estimation/SKILL.md
Govern Azure costs with budgets, alerts, tags, and policy restrictions. WHEN: "Azure budget health", "configured budget overrun", "list Azure budgets", "create Azure budget", "budget alerts", "budget coverage", "missing CostCenter tags", "allowed VM SKUs", "allowed Azure regions", "would this SKU be denied", "cost guardrails". DO NOT USE FOR: planning-target forecasts, bill investigations, pricing, rightsizing, or commitments.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-cost/skills/cost-governance/SKILL.md
Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: "optimize Azure costs", "reduce cloud spending", "rightsize resources", "find idle resources", "orphaned disk", "deleted VM still charged", "public IP still charging", "reservation utilization", "Savings Plan coverage", "commitment recommendation", "why is pay-as-you-go still charged". DO NOT USE FOR: cost spikes, forecasts, pricing estimates, budgets, or governance.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-cost/skills/cost-optimization/SKILL.md
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deploy
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/models/deploy-model/customize/SKILL.md
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 deploym
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/models/deploy-model/SKILL.md
Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation guidance. WHEN: before starting any task that involves an Azure or Microsoft-cloud service, product, or data source, when no currently loaded skill or tool already covers it.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/discover-azure-skills/SKILL.md
Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app regist
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/entra-agent-id/SKILL.md
Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/entra-app-registration/SKILL.md
Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or adding authenticated endpoints in FastAPI applications.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/fastapi-router-py/SKILL.md
Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job submission, deployment, and evaluation. USE FOR: fine-tune, SFT, DPO, RFT, training data, grader, distillation, fine-tuned model, training job, large file upload, calibrate grader, deploy fine-tuned model, evaluate fine-tuned model. DO NOT USE FOR: general model deployment without fine-tuning (use deploy-model), agent creation (use agents),
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/finetuning/SKILL.md
Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces with a refined dark aesthetic.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/frontend-ui-dark-ts/SKILL.md
Use this skill when a user wants to create, run, or analyze evaluation suites for Microsoft 365 Copilot declarative agents with the public @microsoft/m365-copilot-eval CLI. Trigger on intents such as "evaluate my agent", "test my agent", "run my evals", "create eval prompts", "add multi-turn tests", "tune evaluator thresholds", "why is my agent failing", or "set up eval environment variables".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator/SKILL.md
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "Microsoft.Agents", "AddAgentApplicationOptions", "AgentApplication", "AddAgentAspNetAuthentication", "Copilot Studio client", "IAgentHttpAdapter".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-dotnet/skills/m365-agents-dotnet/SKILL.md
Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "microsoft_agents", "AgentApplication", "start_agent_process", "TurnContext", "Copilot Studio client", "CloudAdapter".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/m365-agents-py/SKILL.md
Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming responses, and Copilot Studio client integration. Triggers: "Microsoft 365 Agents SDK", "@microsoft/agents-hosting", "AgentApplication", "startServer", "streamingResponse", "Copilot Studio client", "@microsoft/agents-copilotstudio-client".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/m365-agents-ts/SKILL.md
Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: "Authentication Events", "WebJobsAuthenticationEventsTrigger", "OnTokenIssuanceStart", "OnAttributeCollectionStart", "custom claims", "token enrichment", "Entra custom extension", "authentication extension".
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-dotnet/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md
Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot, prompt agent, managed harness agent, Copilot harness, voice agent, create/update/invoke/evaluate agent, add tool to agent, agent insights, batch/continuous eval, continuous monitoring, agent CI/CD, optimize/improve prompt, optimize agent instructions, Agent Optimizer, datas
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/SKILL.md
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (us
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/microsoft-foundry/models/deploy-model/preset/SKILL.md
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation in Python applications using Pydantic v2.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-python/skills/pydantic-models-py/SKILL.md
Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NOT USE FOR: Container Apps, Functions, non-Python, Terraform/Bicep/IaC, full infra — use azure-prepare.
microsoft/skillsRepository stars 3.2k
License: License file needs review
Sources and documents
.github/plugins/azure-skills/skills/python-appservice-deploy/SKILL.md
Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing node-based UI components.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/react-flow-node-ts/SKILL.md
Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reactive state patterns with Zustand.
microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents
.github/plugins/azure-sdk-typescript/skills/zustand-store-ts/SKILL.md