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- ▌ Azure AI Translation Text Py · microsoftTranslate text in real-time, detect languages, transliterate between scripts, and look up dictionary entries using Azure AI Translator SDK for Python.
- ▌ Azure Speech To Text REST Py · microsoft bundleTranscribe short audio files (up to 60 seconds) using Azure Speech-to-Text REST API with Python, without requiring the Speech SDK.
- ▌ Azure Search Documents Dotnet · microsoft bundleBuild search applications with full-text, vector, semantic, and hybrid search using the Azure AI Search SDK for .NET.
- ▌ Azure AI Agents Persistent Java · microsoft bundleCreate and manage persistent AI agents with threads, messages, runs, and tools using the Azure SDK for Java.
- ▌ Azure Communication Common Java · microsoft bundleProvides shared authentication utilities and data structures for Azure Communication Services, including token credential management, user identifiers, and token refresh.
- ▌ Azure AI Contentsafety TS · microsoftAnalyze text and images for harmful content using Azure AI Content Safety, with customizable blocklists and severity thresholds.
- ▌ Azure Appconfiguration TS · microsoftCentralized configuration management with feature flags, dynamic refresh, and Key Vault references using the Azure App Configuration SDK for TypeScript.
- ▌ Azure Keyvault Secrets TS · microsoft bundleManage secrets and keys in Azure Key Vault using the JavaScript SDK, including CRUD operations, cryptographic functions, backup/restore, and key rotation.
- ▌ Azure Search Documents TS · microsoft bundleBuild search applications with vector, hybrid, and semantic search using the Azure AI Search SDK for TypeScript.
- ▌ Azure Mgmt Mongodbatlas Dotnet · microsoftManage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace. Create, update, list, or delete Atlas organizations using the Azure.ResourceManager.MongoDBAtlas SDK.
- ▌ Azure Monitor Opentelemetry Py · microsoftConfigures Azure Monitor Application Insights with OpenTelemetry auto-instrumentation for Python applications in one line.
- ▌ Azure Storage File Datalake Py · microsoftManage Azure Data Lake Storage Gen2 with Python SDK for hierarchical file systems, big data analytics, and file/directory operations.
- ▌ Airunway Aks Setup · microsoft bundleWalks users from a bare AKS cluster to a running AI model deployment, covering cluster verification, controller install, GPU assessment, provider setup, and first deployment.
- ▌ Azure Identity Java · microsoft bundleAuthenticate Java applications with Azure services using Microsoft Entra ID, supporting credential types for local development, managed identities, service principals, and CI/CD pipelines.
- ▌ Azure Eventhub Py · microsoft bundleIngest and process high-throughput event streams using Azure Event Hubs SDK for Python, with support for producers, consumers, and checkpointing.
- ▌ Azure Identity Py · microsoftAuthenticate to Azure services from Python using Microsoft Entra ID with DefaultAzureCredential, managed identity, service principals, and token caching.
- ▌ Azure Keyvault Py · microsoftManage secrets, cryptographic keys, and certificates in Azure Key Vault using the Python SDK.
- ▌ Fastapi Router Py · microsoft bundleCreate FastAPI routers with CRUD operations, authentication dependencies, and proper response models following established patterns.
- ▌ Azure Eventhub Rust · microsoftSend and receive events from Azure Event Hubs in Rust, with support for batch sending, partition consumption, and configurable start positions.
- ▌ Azure Identity Rust · microsoftAuthenticate to Azure services from Rust using Microsoft Entra ID credentials, including managed identity, service principal, and local development tools.
- ▌ Azure Resource Lookup · microsoft bundleList, find, and show Azure resources across subscriptions or resource groups using Azure Resource Graph queries.
- ▌ M365 Agents Dotnet · microsoftBuild enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft.Agents SDK with ASP.NET Core hosting, agent routing, and MSAL-based authentication.
- ▌ Azure Eventgrid Java · microsoft bundleBuild event-driven applications using the Azure Event Grid SDK for Java, including publishing and receiving events with EventGridEvent, CloudEvent, and custom schemas.
- ▌ Azure Cosmos DB Py · microsoft bundleBuild production-grade Azure Cosmos DB NoSQL services with Python/FastAPI, including client setup with dual authentication, service layer CRUD operations, partition key strategies, parameterized queries, and TDD patterns.
- ▌ Azure Eventgrid Py · microsoftPublish events to Azure Event Grid using CloudEvents or EventGridEvent schemas, with support for sync and async clients, namespace topics, and DefaultAzureCredential authentication.
- ▌ Pydantic Models Py · microsoft bundleCreate Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants for clean API contracts in Python applications using Pydantic v2.
- ▌ M365 Agents TS · microsoftBuild enterprise agents for Microsoft 365, Teams, and Copilot Studio using the Microsoft 365 Agents SDK with Express hosting, AgentApplication routing, streaming responses, and Copilot Studio client integrations.
- ▌ Entra App Registration · microsoft bundleGuides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration for authenticating users and accessing Azure resources.
- ▌ Azure Servicebus Py · microsoft bundleSend and receive messages using Azure Service Bus queues, topics, and subscriptions with Python SDK.
- ▌ Azure Servicebus Rust · microsoftSend and receive messages using Azure Service Bus queues, topics, and subscriptions from Rust applications.
- ▌ Azure Cosmos TS · microsoft bundlePerform CRUD operations, queries, bulk operations, and container management on Azure Cosmos DB NoSQL API using the @azure/cosmos TypeScript/JavaScript SDK.
- ▌ Azure AI Projects Java · microsoft bundleManage Azure AI Foundry projects, connections, datasets, indexes, and evaluations using the Java SDK.
- ▌ Azure Data Tables Java · microsoft bundleBuild table storage applications using the Azure Tables SDK for Java, supporting both Azure Table Storage and Cosmos DB Table API for NoSQL key-value data.
- ▌ Azure AI Projects Py · microsoft bundleBuild AI applications on Microsoft Foundry using the Azure AI Projects Python SDK, including agent creation, tool integration, thread management, and evaluation.
- ▌ Azure Data Tables Py · microsoftProvides code samples and best practices for using the Azure Tables SDK for Python to perform NoSQL key-value storage, entity CRUD, batch operations, and queries against Azure Storage Tables or Cosmos DB Table API.
- ▌ Azure Mgmt Fabric Py · microsoftManage Microsoft Fabric capacities and resources programmatically using the Azure SDK for Python.
- ▌ Zustand Store TS · microsoft bundleCreate Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation for React state management.
- ▌ Azure Hosted Copilot Sdk · microsoft bundleBuild, deploy, and modify GitHub Copilot SDK apps on Azure with scaffolding, model configuration, and deployment orchestration.
- ▌ Python Appservice Deploy · microsoft bundleDeploys Python web apps (Flask, Django, FastAPI) to Azure App Service Linux with automatic resource creation and framework detection.
- ▌ Azure Eventhub Dotnet · microsoftSend and receive high-throughput event streams using Azure Event Hubs with .NET, including batch sending, buffered producers, and checkpoint-based processing.
- ▌ Azure Identity Dotnet · microsoftAuthenticate .NET applications to Azure services using Microsoft Entra ID with support for managed identities, service principals, and developer credentials.
- ▌ Azure AI Voicelive Java · microsoft bundleIntegrate real-time bidirectional voice conversations with AI assistants using the Azure AI VoiceLive SDK for Java, including WebSocket streaming, turn detection, and voice configuration.
- ▌ Azure Storage Blob Java · microsoft bundleUpload, download, and manage files in Azure Blob Storage using the Java SDK. Create containers, list blobs, generate SAS tokens, and implement streaming data operations.
- ▌ Azure AI Voicelive Py · microsoft bundleBuild real-time voice AI applications using the Azure AI Voice Live SDK for bidirectional WebSocket audio communication.
- ▌ Azure Storage Blob Py · microsoftUpload, download, list, and manage blobs and containers in Azure Blob Storage using the Python SDK with best-practice authentication via DefaultAzureCredential.
- ▌ Azure Storage Blob Rust · microsoftUpload, download, and manage blobs and containers in Azure Blob Storage using the official Rust SDK.
- ▌ Azure Eventhub TS · microsoft bundleBuild event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event-driven architectures with partitioned consumers.
- ▌ Azure Identity TS · microsoft bundleAuthenticate to Azure services using the Azure Identity library for JavaScript, supporting DefaultAzureCredential, managed identity, service principals, and interactive browser login.
- ▌ Azure Postgres TS · microsoftConnect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg package with support for password and Microsoft Entra ID authentication.
- ▌ Azure Resource Visualizer · microsoft bundleAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing relationships between resources.
- ▌ Azure AI Openai Dotnet · microsoftIntegrate Azure OpenAI and OpenAI services in .NET applications for chat completions, embeddings, image generation, audio transcription, and assistants.
- ▌ Azure Eventgrid Dotnet · microsoftPublish and consume events with Azure Event Grid using the .NET SDK. Supports EventGridEvent, CloudEvent schemas, push and pull delivery, and Azure Functions integration.
- ▌ Azure Compute Batch Java · microsoft bundleRun large-scale parallel and HPC batch jobs on Azure using the Batch SDK for Java, managing pools, jobs, tasks, and compute nodes.
- ▌ Azure Monitor Query Java · microsoft bundleExecute Kusto queries against Log Analytics workspaces and query metrics from Azure resources using the Azure Monitor Query SDK for Java.
- ▌ Azure Monitor Query Py · microsoftQuery logs and metrics from Azure Monitor and Log Analytics workspaces using the Python SDK.
- ▌ Azure Storage Queue Py · microsoftSend, receive, and manage messages in Azure Queue Storage using Python with sync and async clients.
- ▌ Azure Keyvault Keys Rust · microsoftCreate, manage, and use cryptographic keys in Azure Key Vault from Rust, including RSA, EC, and HSM-protected keys for encryption, signing, and wrapping operations.
- ▌ Azure Storage Queue Rust · microsoftSend, receive, and manage Azure Queue Storage messages using the official Rust SDK.
- ▌ Azure Servicebus Dotnet · microsoftSend and receive messages using Azure Service Bus queues, topics, subscriptions, and sessions with the .NET SDK.
- ▌ Azure Mgmt Apicenter Py · microsoftManage Azure API Center resources including APIs, versions, definitions, deployments, and metadata using the Python management SDK.
- ▌ Azure Servicebus TS · microsoft bundleBuild messaging applications using Azure Service Bus SDK for JavaScript, implementing queues, topics, subscriptions, message sessions, dead-letter handling, and enterprise messaging patterns.
- ▌ Azure Web Pubsub TS · microsoftBuild real-time messaging applications using Azure Web PubSub SDKs for JavaScript, including server-side management, client-side pub/sub, and Express event handlers.
- ▌ Kql · microsoft bundleWrite correct, efficient Kusto Query Language queries with coverage of syntax, joins, dynamic types, datetime pitfalls, regex, serialization, memory management, and advanced functions.
- ▌ Debugview · microsoft bundleCaptures and analyzes Windows debug output (OutputDebugString, DbgPrint/KdPrint) from the command line, with filtering, bounded execution, and remote monitoring.
- ▌ Copilot Sdk · microsoftBuild applications that programmatically interact with GitHub Copilot using the Copilot SDK, supporting session management, custom tools, streaming, hooks, MCP servers, and deployment across Node.js, Python, Go, and .NET.
- ▌ MCP Builder · microsoft bundleGuides the creation of high-quality MCP servers that enable LLMs to interact with external services through well-designed tools, covering planning, implementation, testing, and evaluation across multiple programming languages.
- ▌ Skill Creator · microsoft bundleProvides a structured guide for creating effective skills for AI coding agents, with emphasis on Azure SDKs and Microsoft Foundry services.
- ▌ Entra Agent Id · microsoft bundleCreate and manage OAuth2-capable identities for AI agents using Microsoft Graph beta API.
- ▌ Microsoft Docs · microsoftQuery official Microsoft documentation to understand concepts, find tutorials, configuration options, limits, quotas, and best practices for Azure, .NET, M365, Windows, Power Platform, and other Microsoft technologies.
- ▌ Continual Learning · microsoftImplements a continual learning loop for AI coding agents using hooks, two-tier memory (global and local), and automatic pattern detection to persist and apply learnings across sessions.
- ▌ Podcast Generation · microsoft bundleGenerate AI-powered podcast-style audio narratives from text using Azure OpenAI's GPT Realtime Mini model via WebSocket, with full-stack implementation from React frontend to Python FastAPI backend.
- ▌ Github Issue Creator · microsoftTransform raw notes, error logs, voice dictation, or screenshots into structured GitHub-flavored markdown issue reports.
- ▌ Frontend Design Review · microsoft bundleReview UI implementations against design quality standards and design system compliance, or create distinctive, production-grade frontend interfaces from scratch.
- ▌ Cloud Solution Architect · microsoft bundleDesign well-architected, production-grade cloud systems following Azure Architecture Center best practices, including design principles, architecture styles, cloud design patterns, and technology choice frameworks.
- ▌ Wiki QA · microsoftAnswers questions about a code repository by analyzing source files, providing evidence-based explanations with inline citations.
- ▌ Applicationinsights Web TS · microsoft bundleInstrument browser/web apps with the Application Insights JavaScript SDK for Real User Monitoring (RUM), including page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and GenAI agent traces correlated to backend OpenTelemetry traces.
- ▌ Azure AI · microsoft bundleIntegrate with Azure AI services including Search, Speech, OpenAI, and Document Intelligence for search, transcription, OCR, and text-to-speech tasks.
- ▌ Azure Cost · microsoft bundleQuery Azure costs, forecast spending, and identify optimization opportunities to reduce waste.
- ▌ Azure Rbac · microsoftFinds the least-privilege Azure RBAC role for an identity, generates CLI commands and Bicep code to assign it, and provides guidance on permissions needed to grant roles.
- ▌ Wiki Llms Txt · microsoftGenerates llms.txt and llms-full.txt files that provide LLM-friendly access to wiki documentation, following the llms.txt specification.
- ▌ Azure Kusto · microsoftExecute KQL queries and manage Azure Data Explorer resources for fast, scalable big data analytics on log, telemetry, and time series data.
- ▌ Wiki Agents Md · microsoftGenerates AGENTS.md files for repository folders to provide coding agents with project-specific context including build commands, testing instructions, code style, project structure, and operational boundaries, only where AGENTS.md is missing.
- ▌ Wiki Architect · microsoftAnalyzes code repositories and generates hierarchical documentation structures with onboarding guides.
- ▌ Wiki Changelog · microsoftAnalyzes git commit history and generates structured changelogs categorized by change type.
- ▌ Wiki Vitepress · microsoftPackages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output.
- ▌ Azure Deploy · microsoft bundleExecute Azure deployments for already-prepared applications using azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery and verification.
- ▌ Azure Quotas · microsoft bundleCheck and manage Azure quotas and service limits across resource providers and regions for deployment planning and capacity validation.
- ▌ Wiki Onboarding · microsoftGenerates four audience-tailored onboarding guides in an onboarding/ folder — Contributor, Staff Engineer, Executive, and Product Manager. Use when the user wants onboarding documentation for a codebase.
- ▌ Wiki Researcher · microsoftConducts multi-turn iterative deep research on specific topics within a codebase, tracing actual code paths and grounding every claim in evidence.
- ▌ Azure Compute · microsoft bundleRoutes Azure VM and Virtual Machine Scale Set (VMSS) requests to the right workflow for recommendation, creation, troubleshooting, capacity reservation, and essential machine management.
- ▌ Azure Prepare · microsoft bundleGenerate infrastructure code (Bicep/Terraform), azure.yaml, and Dockerfiles for Azure deployment, with a mandatory planning workflow.
- ▌ Azure Storage · microsoft bundleProvides reference information and CLI commands for Azure Storage services including Blob, File Shares, Queue, Table, and Data Lake, along with guidance on access tiers, redundancy options, and SDK usage.
- ▌ Azure Upgrade · microsoft bundleAssesses and automates upgrades of Azure workloads between plans, tiers, or SKUs, and modernizes Azure SDK for Java dependencies in source code.
- ▌ Wiki Ado Convert · microsoftGenerates a Node.js build script that converts VitePress/GFM markdown to Azure DevOps Wiki format, handling Mermaid syntax, front matter, and links.
- ▌ Wiki Page Writer · microsoftGenerates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth.
- ▌ Azure Validate · microsoft bundleRun pre-deployment validation checks for Azure readiness, including configuration, infrastructure (Bicep or Terraform), RBAC role assignments, and managed identity permissions.
- ▌ Azure Aigateway · microsoft bundleConfigure Azure API Management as an AI Gateway to govern AI models, MCP tools, and agents with policies for caching, rate limiting, content safety, and cost control.
- ▌ Azure Messaging · microsoftDiagnose and resolve issues with Azure Event Hubs and Service Bus SDKs, including connection failures, authentication errors, message processing problems, and SDK configuration.
- ▌ Azure Compliance · microsoft bundleRun Azure compliance and security audits using azqr and Key Vault expiration checks, covering best-practice assessment, resource review, and security posture validation.
- ▌ Azure Kubernetes · microsoft bundlePlan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters, covering Day-0 decisions, SKU selection, networking, security, and operations.