1. Software Development

Applies language and framework coding standards using code quality analysis and static pattern guidance for consistent code reviews.

Provides best practices for writing, reviewing, and debugging codemods and AST transformations to ensure efficient, safe, and maintainable code refactoring.

Provides performance optimization guidelines for Expo React Native code, ensuring efficient components, navigation, and animations.

Builds and maintains WPF applications using MVVM pattern with CommunityToolkit.Mvvm, emphasizing testable ViewModels and UI-agnostic design for .NET 8.

Provides comprehensive testing strategies for the 3SC widget host, covering unit, integration, ViewModel tests, and mocking patterns.

Provides type-safe URL query state management best practices for Next.js applications using the nuqs library, focusing on useQueryState patterns.

Applies established design patterns for API, database, and cloud infrastructure in backend development, leveraging architectural modules.

Enforces Google's TypeScript style guide to ensure clean, consistent, and type-safe code in TypeScript projects. Triggers on code structure and style decisions.

Optimizes 3SC widget host performance through startup time reduction, memory management, and UI responsiveness strategies.

Optimizes TanStack Query v5 for efficient data fetching, caching, mutations, and query patterns in React applications.

Provides UX and performance guidelines for building terminal user interfaces in TypeScript applications using Ink and Clack, focusing on CLI tools and interactive prompts.

Guides code refactoring using Martin Fowler's catalog and Clean Code principles to enhance maintainability and readability.

Enables defining and evolving WPF XAML styles, templates, and Fluent-themed variants for consistent UI implementation across light/dark modes.

Provides clean architecture patterns for the 3SC widget host, defining layer boundaries, dependency rules, and composition root strategies.

Expert guidance for modeling API layers to generate structured documentation within Documentation Robotics.

Creates or refactors a .NET 8 WPF application shell with CommunityToolkit.Mvvm, custom navigation, and theming, avoiding heavy frameworks.

Optimizes Next.js 16 App Router performance with guidance on server components, caching, routing, and next.config.js configuration.

Automates generating TypeScript API clients from OpenAPI specs with Orval, including React Query/SWR hooks and MSW mock setup.

Provides performance optimization guidelines for Python 3.11+ code, covering asyncio, data structures, memory management, and concurrency patterns.

Provides patterns for setting up, writing, and debugging Vitest tests, including async testing, mocking, and snapshots.

Enforces Google's JavaScript style guide for consistent code formatting, best practices, and bug prevention in JavaScript development.

Guides users in writing standardized, machine-readable commit messages following the Conventional Commits convention.

Guide for writing and executing tests for Actions and Record Behaviors in application development.

Guide to populating initial database data using SCL instance blocks for development environments and testing scenarios.