1. Software Development

Provides best practices and common patterns for writing effective unit tests using the Jest testing framework.

Quickly maps change requests to correct files, modules, and entry points in the Mingri project using its documented structure.

Guides implementation of Next.js App Router patterns and conventions for modern web application development.

Provides a two-pass code review system with junior and senior reviewers for comprehensive code quality assurance.

Manages Node.js dependencies, resolves module errors, and troubleshoots PWA service worker and cache issues.

Assists in identifying and resolving software bugs, exceptions, and performance bottlenecks through systematic debugging techniques.

Maintains standardized all-in-one JSON export/import format for Mingri project with validation, backward compatibility, and regression checks.

Automates quality checks for TypeScript+React projects by running linters, typecheckers, tests, and build, then provides a minimal fix plan and verifies resolution.

Enforces IDataStore/IRuleDataStore interface usage for safe data persistence and maintains import/export compatibility in the Mingri project.

Provides utility patterns and best practices for Tailwind CSS, enabling efficient and maintainable frontend development.

Utilities for developing, managing, and integrating Vite plugins within the modern frontend development ecosystem.

Sets up a full-stack .NET 10 and Next.js project with integrated C# testing using Playwright, Reqnroll, and NUnit for end-to-end and BDD testing.

Maintains CoC7 knowledgebase data structure, TypeScript types, and loader hooks for the Mingri project, ensuring correct caching and file paths.

Provides authentication patterns and implementation guidance for Next.js applications using NextAuth.js or Auth.js.

Provides guidance on effective async/await patterns for handling asynchronous operations in Node.js applications.

Analyzes project files to detect technology stack, ensuring accurate code generation and preventing hallucinations.

Provides precise technical guidance on Apple's Metal API, rendering pipelines, shaders, and GPU programming best practices using curated documentation.

Assists with React/TypeScript frontend development including component creation, Hooks, Ant Design integration, TanStack Query usage, and performance optimization.

Provides scalable React composition patterns for refactoring components, building flexible component libraries, and designing reusable APIs using compound components and context providers.

Creates and extends Nx generators with templates and prompts to automate code structure generation for development workflows.

Provides test strategy guidance including unit, integration, TDD, and coverage metrics for software development.

Provides implementation guidance for Material-UI styling approaches including CSS-in-JS, theme customization, and component-specific styling in React applications.

Builds server-side rendered (SSR) applications with TanStack Start, featuring server functions, file-based routing, and data loading patterns for web development.

Enables creation and management of API routes using Next.js App Router pattern-based routing conventions.