Skill UI

Generates production-ready client SDKs and API wrapper libraries for REST APIs in multiple languages. Includes request/response models, typed error classes, and pagination helpers with retry logic. Ideal for automating API integration and ensuring consistent code structure across projects.

Designs data models, API contracts, file structures, and architectural patterns for software systems. Produces structured blueprints with ADR summaries, security notes, and migration strategies to guide implementation and code review handoffs.

This skill provides optimal best practices and patterns for building ViewModels, Wizards, and managing complex navigation flows in Avalonia applications. It leverages the power of ReactiveUI for functional state management and Zafiro for structured command handling, ensuring the creation of robust, maintainable, and scalable MVVM architectures.

Extract text, tables, and structured data from documents using the Azure AI Document Intelligence .NET SDK with prebuilt and custom models.

Extract text, tables, and structured data from documents using Azure AI Document Intelligence REST SDK for TypeScript. Supports prebuilt models for invoices, receipts, ID documents, and custom model training.

Build document analysis applications using the Azure AI Document Intelligence SDK for Java, covering client creation, prebuilt models, layout extraction, receipt analysis, and custom model training.

Manage Azure Machine Learning resources including workspaces, data assets, models, compute clusters, jobs, pipelines, and environments using the Azure ML SDK v2 for Python. Ideal for end-to-end ML workflow automation.

This .NET SDK enables developers to build real-time voice AI applications using Azure AI Voice Live. It supports bidirectional WebSocket communication, function calling, and multiple voice models like GPT-4o. Ideal for creating voice assistants with natural conversation flows and audio processing capabilities.

Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models.

Extract structured domain knowledge from AI models in-session or via Ollama, with quality scoring, search, export, and local model support. No API key needed for closed models.

This skill guides you through a comprehensive, multi-phase interview to capture every necessary detail of a new project idea. It is designed to run BEFORE any code is written, forcing detailed specification gathering across purpose, features, data models, and technical constraints. The output is a clean, self-contained prompt.md file, ensuring subsequent development is based on solid, unambiguous requirements and preventing costly mistakes.

This skill covers predictable performance degradation patterns in language models as context length increases, including lost-in-middle effects, context poisoning, and distraction. It helps diagnose agent failures and design resilient systems by understanding attention mechanics and context engineering strategies for production environments.