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Expert frontend architecture review and design for modern web apps. Review existing apps against rendering strategy, state management, Core Web Vitals, bundle efficiency, and project structure. Design new apps with concrete ADRs, performance budgets, and migration paths. Catch bundle bloat, state leaks, hydration mismatches, and performance gaps before they hit production. Stop shipping unnecessar

SDK do Azure Event Grid para Python. Use-o para publicar eventos, lidar com CloudEvents e construir arquiteturas orientadas a eventos.

Check and create virtual environments for projects that need them. Use when starting Python/Node projects, or when dependency isolation is needed. Activates for Python, Node.js, and similar ecosystems.

SDK de Ingestão do Azure Monitor para Python, usado para enviar logs personalizados para um workspace do Log Analytics via API de Ingestão de Logs.

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

Read, write, and convert multiple sequence alignment files using Biopython Bio.AlignIO. Supports Clustal, PHYLIP, Stockholm, FASTA, Nexus, and other alignment formats for phylogenetics and conservation analysis. Use when reading, writing, or converting alignment file formats.

This skill should be used when the user is writing, reviewing, debugging, or architecting Python backend code using Litestar or FastAPI with SQLAlchemy or Advanced Alchemy. Provides expert critique covering SOLID principles, hexagonal architecture, repository/service patterns, dependency injection, async correctness, ORM usage, API design, anti-pattern detection, and modern Python patterns for mat

Open-source bio-image data management. Use the omero-py client to connect to an OMERO server, retrieve images as numpy arrays, annotate with tags and key-value pairs, manage ROIs, and feed image data into Python analysis pipelines — programmatically, no GUI.

Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "microsoft_agents", "AgentApplication", "start_agent_process", "TurnContext", "Copilot Studio client", "CloudAdapter".

SDK do Azure App Configuration para Python, utilizado para gerenciamento centralizado de configuração, feature flags e configurações dinâmicas.

SDK de Gerenciamento do Azure Fabric para Python, usado para gerenciar capacidades e recursos do Microsoft Fabric.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint