Development skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

azure-speech

Expert knowledge for Azure AI Speech development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building STT/TTS containers, custom voices, Voice Live apps, SSML workflows, or telephony integrations, and other Azure AI Speech related development tasks. Not for Azure AI Bot Service (use azure-bot-service), Azure Communication Services (use azure-communication-services), Azure AI Immersive Reader (use azure-immersive-reader), Azure Translator (use azure-translator).

657 repo starsObserved in 2 repos

Development

GitHub

azure-sql-database

Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing tiers/Hyperscale, setting geo-replication/DR, using Entra auth/Always Encrypted, or automating deployments, and other Azure SQL Database related development tasks. Not for Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Cosmos DB (use azure-cosmos-db), Azure Synapse Analytics (use azure-synapse-analytics).

657 repo starsObserved in 2 repos

Development

GitHub

azure-stream-analytics

Expert knowledge for Azure Stream Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building ASA jobs with Event Hubs/Kafka, Cosmos DB/SQL/ADX outputs, ML/AML, IoT Edge, or Power BI, and other Azure Stream Analytics related development tasks. Not for Azure Data Factory (use azure-data-factory), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks), Azure Event Hubs (use azure-event-hubs).

657 repo starsObserved in 2 repos

Development

GitHub

azure-synapse-analytics

Expert knowledge for Azure Synapse Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing Synapse workspaces, SQL/Spark pools, ELT/PolyBase loads, Synapse Link, or CI/CD deployments, and other Azure Synapse Analytics related development tasks. Not for Azure Data Factory (use azure-data-factory), Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight), Azure Stream Analytics (use azure-stream-analytics).

657 repo starsObserved in 2 repos

Development

GitHub

azure-translator

Expert knowledge for Azure Translator development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when using text/doc translation APIs, Custom Translator, glossaries/dictionaries, containers, or neural dictionary features, and other Azure Translator related development tasks. Not for Azure AI Language (use azure-language-service), Azure AI Speech (use azure-speech), Azure AI Immersive Reader (use azure-immersive-reader), Azure AI Search (use azure-cognitive-search).

657 repo starsObserved in 2 repos

Development

GitHub

azure-web-pubsub

Expert knowledge for Azure Web PubSub development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using WebSockets/MQTT, Socket.IO, Functions bindings, geo-replication, or Premium autoscale in Web PubSub, and other Azure Web PubSub related development tasks. Not for Azure SignalR Service (use azure-signalr-service), Azure Event Hubs (use azure-event-hubs), Azure Service Bus (use azure-service-bus), Azure Relay (use azure-relay).

657 repo starsObserved in 2 repos

Development

GitHub

microsoft-foundry-local

Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, decision making, configuration, and integrations & coding patterns. Use when compiling HF models with Olive, using Foundry Local CLI, chat/embeddings APIs, tool calling, or SDK migration, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Tools (use microsoft-foundry-tools), Azure Local (use azure-local).

657 repo starsObserved in 2 repos

Development

GitHub

azure-personalizer

Expert knowledge for Azure AI Personalizer development including troubleshooting, decision making, security, configuration, and integrations & coding patterns. Use when choosing single vs multi-slot, tuning exploration policies, configuring CMK encryption, debugging low rewards, or using local inference SDK, and other Azure AI Personalizer related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure AI Anomaly Detector (use azure-anomaly-detector), Azure Machine Learning (use azure-machine-learning).

657 repo starsObserved in 1 repos

Development

GitHub

api-guide

Guide for implementing REST and GraphQL APIs (create, get, search, update, delete, purge, scope prefix patterns, admin_ prefix, SearchScope, BaseFilterAdapter, @api_function, Click CLI)

655 repo starsObserved in 1 repos

Development

GitHub

cli-sdk-guide

Guide for implementing Backend.AI client SDK and CLI (Session, BaseFunction, @api_function, Click commands, Pydantic models, FieldSpec, output handlers, APIConfig, testing)

655 repo starsObserved in 1 repos

Development

GitHub