1. Software Development

Automates scoped code verification in Next.js + TypeScript projects by running lint, typecheck, and tests after changes, reporting issues with fixes.

Automates integration of speckit system with MCP and subagents for shift planning projects, enabling seamless workflow coordination.

Guides implementation of Express.js middleware patterns for request handling and application logic.

Provides CSS and layout patterns for creating mobile-first, responsive user interfaces across device sizes.

Natural language code search for components, patterns, and implementations with relevance ranking and snippet extraction, eliminating path dependency.

Updates session console schema, TypeScript types, documentation, and tests with regression coverage for the Mingri project.

Specializes in building type-safe React 19 components with TypeScript 5, Ant Design, and TanStack Query for optimized frontend interfaces.

Provides testing patterns and utilities for React components using React Testing Library, ensuring robust frontend testing practices.

Provides DeepSeek API integration with HTTP client configuration, error handling, streaming responses, and API key management.

Improves code quality and maintainability through structural enhancements without changing functionality, addressing technical debt and code smells.

Provides safe patterns for executing database schema changes in production environments, ensuring data integrity and minimizing downtime.

Builds and refactors rulebook pages for Mingri project to match UX specs, ensuring responsive layouts and deep linking across devices.

Assists in reviewing code for potential issues, risks, and improvements to enhance quality and maintainability.

Provides React Query (TanStack Query) patterns for efficient data fetching, caching, and state management in React applications.

Locates Unity GameObjects by name, component, tag, or layer, returning paths and component details for efficient scene management.

Automates safe Git branching, conventional commits, and push workflows for Next.js and TypeScript projects, ensuring feature branches and crash resilience.

Assists with Tauri application development, including Rust backend integration, frontend communication, and tauri-specta type exports.

Provides Rust-specific performance optimization techniques including memory management, parallel computing, and cache strategies for efficient code execution.

Guides users through Test-Driven Development (TDD) workflows, including writing tests first, implementing code, and refactoring.

Maintains Rulebook Quick Find index/search hooks for the Mingri project, ensuring performance, correctness, and proper async data loading behavior.

Assists with Rust code optimization for performance, memory management, and parallel computing implementations.

Automates code analysis, refactoring, and changes using Codex AI with file references and structured output.

Analyzes software quality metrics to evaluate code maintainability, complexity, and potential defects in development workflows.

Guides best practices for structuring Prisma database schemas to ensure maintainability and scalability in backend applications.