microsoft/skills
Skills
Features
- AI Agent Frameworks - Provides an extensible framework for building, deploying, and managing AI agents that interact with Azure services.
- Azure SDK Skill Catalogs - Provides a searchable collection of over 175 domain-specific skills for Azure SDK and Foundry development.
- Iterative Quality Validators - Evaluates and re-generates code iteratively until it meets defined quality thresholds.
- AI Agent Development - Provides a framework for building persistent AI agents with thread and tool management.
- Infrastructure Template Generators - Generates Bicep or Terraform templates for multi-resource Azure topologies aligned with best practices.
- Azure Resource Management - Integrates with Azure services for cloud resource management, deployments, and cost optimization.
- Conversation State Managers - Ships a conversation state manager that maintains agent context across multiple threads.
- Feedback-Loop Generators - Implements a feedback-loop code generation pipeline that iterates until quality thresholds are met.
- Assistant Skill Plugins - Ships self-contained skill modules with defined inputs, outputs, and tests that compose into workflows.
- Skill Output Validators - Validates skill-generated code against acceptance criteria to ensure correct code patterns.
- Agent Persona Configurations - Provides role-specific agent templates for backend, frontend, infrastructure, and planning tasks.
- Agent Skill Catalogs - Provides a searchable catalog of over 175 domain-specific skills for Azure SDK and Foundry development.
- Skill Installation - Installs curated skill packages for Azure SDK and Foundry development via the Copilot CLI plugin marketplace.
- Document Translators - Converts text or entire documents between languages while preserving original formatting.
- Conversational Voice AI - Enables bidirectional audio conversations with AI using WebSocket for voice assistants and chatbots.
- Image Content Analyzers - Generates captions, tags, and object detections from images, and extracts text via OCR.
- Multi-Provider Abstractions - Provides unified interfaces abstracting multiple Azure AI services behind a common execution model.
- Real-Time Speech Transcribers - Converts audio to text in real-time or batch with speaker diarization and timestamps.
- WebSocket - Enables bidirectional audio conversations with AI via WebSocket for real-time voice assistants.
- NoSQL CRUD Operations - Performs CRUD operations and queries on globally distributed NoSQL data using Cosmos DB.
- Live Debugging Tools - Provides interactive tools for diagnosing and resolving live production issues on Azure.
- Skill Creation Tools - Guides creation of new skills with a defined workflow including naming, categorization, and test creation.
- Document Data Extraction - Pulls text, tables, and structured data from documents like invoices and receipts.
- Event Streaming Platforms - Ingests and processes large volumes of real-time event data with checkpointing and partition management.
- Checkpointed Event Processing - Provides checkpointed event processing with partition management for high-throughput streams.
- Feedback-Loop Pipelines - Implements a feedback-loop pipeline that iteratively refines generated code against quality criteria.
- Interactive CLI Wizards - Provides interactive CLI wizards for guiding users through multi-step installation and configuration processes.
- Pre-Configured Plugin Bundles - Ships a CLI command to install pre-configured plugin bundles for specific workflows.
- Azure Deployment Automators - Runs deployment commands for already-prepared applications using infrastructure-as-code templates.
- AKS - Deploys AI models on AKS with GPU assessment and cluster verification for production inference.
- Infrastructure-as-Code Templates - Generates Bicep and Terraform templates for Azure resource topologies based on user requirements.
- High-Performance Batch Jobs - Executes large-scale parallel and HPC batch jobs on Azure using pools, jobs, and tasks.
- Azure Batch Job Executors - Executes large-scale parallel and HPC batch jobs on Azure using pools, jobs, and tasks.
- Cloud Cost Analytics - Provides cost analytics and forecasting capabilities for Azure cloud spending.
- Virtual Machine Managers - Manages Azure virtual machines and scale sets with autoscaling and connectivity troubleshooting.
- Azure Compliance Scanners - Scans Azure resources for compliance violations and expired secrets to assess security posture.
- Harmful Content Filters - Detects hate, violence, sexual content, and self-harm in text and images using multi-severity classification.
- AI Agent Role Assignments - Provides role-specific agent templates for backend, frontend, infrastructure, and planning tasks.
- Application Configuration - Centralizes key-value settings and feature flags for dynamic application configuration.
- CloudEvents Implementations - Implements CloudEvents-based publish-subscribe messaging for decoupled event processing.
- CloudEvents Publishers - Implements CloudEvents-based publish-subscribe messaging for event-driven architectures.
- Application Insights Instrumentation - Ships an SDK-based instrumentation layer for adding telemetry to web applications.
- Application Insights Instrumentations - Instruments Application Insights telemetry for monitoring application performance and health.
