1. Software Development

Provides essential rules and methods for refactoring code to improve structure and maintainability without altering functionality.

Enables interactive 3D web applications with raycasting, camera controls, and object selection using Three.js.

Generates structured plan files for code changes to streamline review and implementation in development workflows.

Applies Karpathy's coding guidelines to minimize LLM errors: think before coding, simplicity, surgical changes, goal-driven execution.

Enforces consistent coding standards across a development team by adhering to predefined style guides and best practices.

Automates full feature development lifecycle from research to review with a single approval gate.

Provides a sealed class pattern for environment-specific configuration management in Kotlin applications, ensuring type safety and maintainability.

Guides implementation of modular backend architecture in NestJS 10 with services, DTOs, guards, and API patterns.

Efficiently loads 3D assets including GLTF models, textures, and HDR environments in Three.js with async handling and progress tracking.

Generates unit tests for Android components including ViewModel, UseCase, and Repository to ensure code reliability and functionality.

Generates and applies Prisma database migrations for schema version control and consistency across environments.

Server-side proxy system embedding external articles within smarter.poker without user navigation away from the app.

Generates Room entities, DAOs, and database migrations with built-in verification and test cases.

Generates repository pattern implementations adhering to Clean Architecture principles, separating interfaces from concrete implementations.

Assists in structuring Next.js 14 applications with App Router, client/server components, and state management patterns.

Configures Turborepo and pnpm workspaces for efficient internal package management in Lumira V2 monorepo architecture.

Reviews TypeScript, Next.js App Router, React, and Tailwind code with Cloudflare Workers/Durable Objects, delivering Japanese reports.

Configures and manages multi-brand applications with dynamic theming and feature flagging for SocioPulse and MedicoPulse.

Provides a sealed class pattern for managing environment-specific configurations in Kotlin applications, ensuring type safety and maintainability.

Audits API contract consistency, manages documentation persistence, and ensures implementation alignment between frontend and backend systems.

Enables high-performance development of Telegram bots using Telethon and Pyrogram Python libraries for Telegram API integration.

Provides AST-based structural code search, security scanning, and refactoring across 40+ languages using ast-grep CLI.

Validates TaskFlow Phase 3 implementation against production-level quality criteria using a 9-category scoring system for feature review and improvement.

Enables real-time chatbot interface development with conversation flow management and messaging features.