Skill UI

This skill provides expert-level review and guidance for complex software systems. It covers modern architecture patterns like microservices, event-driven design, and clean architecture. The architect evaluates scalability, resilience, security, and maintainability. It helps ensure architectural integrity and compliance with best practices across distributed systems and cloud-native environments.

Senior embedded software engineering guidance for ARM Cortex-M firmware, peripheral drivers, DMA/cache safety, interrupts, RTOS integration, and maintainable code.

This skill provides comprehensive guidance on implementing high-performance, non-blocking applications in Python. It utilizes asyncio, async/await, and advanced concurrency patterns to handle I/O-bound workloads efficiently. Ideal for building async web APIs, real-time systems, and concurrent data processing.

Master secure authentication and authorization implementation using industry-standard patterns. Covers user login systems, REST/GraphQL API security, OAuth2, SSO, session management, and RBAC design. Includes guidance on token lifecycle, secrets storage, and threat modeling to protect resource access boundaries effectively.

Autonomous agents are AI systems capable of independently decomposing goals, planning actions, executing tools, and self-correcting without constant human guidance. This skill focuses on ensuring reliability in agent loops like ReAct and Plan-Execute, emphasizing goal decomposition and reflection patterns. It highlights that compounding error rates can kill autonomy, advocating for constrained, domain-specific agents over general autonomy. Build for reliability first.

This skill provides expert guidance for AWS cost optimization, monitoring, and operational excellence. It helps analyze AWS bills, estimate costs before deployment, set up CloudWatch alarms, query logs, and audit CloudTrail activity. Users can optimize spending, monitor infrastructure performance, and assess security posture using integrated MCP servers for pricing, cost explorer, and observability.

High-level .NET SDK for Azure AI Foundry projects, enabling agents, connections, datasets, deployments, evaluations, and indexes workflows with authentication and cleanup guidance.

Provides Java SDK guidance for Azure AI Foundry project management, including connections, datasets, indexes, deployments, and evaluations, with authentication and error handling examples.

Provides guidance for migrating from the deprecated Azure Communication CallingServer Java SDK to Call Automation, including class name changes, client creation, and recording API updates. For maintaining legacy code only.

A skill for using the Azure Cosmos DB SDK for Rust (NoSQL API). It provides guidance on authentication, client hierarchy, and CRUD operations for items, including create, read, replace, patch, and delete. Covers best practices for partition keys, Entra ID auth, and client reuse.

Deprecated Java library that exports OpenTelemetry traces, metrics, and logs to Azure Monitor and Application Insights, with migration guidance to autoconfigure.

This skill provides expert guidance on designing scalable backend systems, APIs, and microservices. It covers service boundaries, API contracts, resilience patterns, event-driven architecture, security, and observability. Ideal for planning robust, maintainable infrastructure from day one.