1. Software Development

Provides real-time test status checks and debugging for Wallaby.js, enabling developers to quickly verify test passes, analyze failures, and manage test coverage after code changes.

Automates code debugging by generating and executing test-driven fixes within the MapCoder pipeline.

Provides SvelteKit development conventions for creating and modifying UI components, styling, and WebSocket integration in the VIKI dashboard.

Integrates OpenAI ChatKit into a Todo app dashboard for production-ready chat UI, handling conversation state, message rendering, and backend communication.

Configures Neovim text editor with LazyVim for enhanced developer productivity and workflow.

Generates structured, step-by-step algorithmic plans to guide code generation within the MapCoder pipeline.

Delegates Makefile command execution and output analysis to a GLM worker for build, test, and clean operations.

Provides expert guidance on algorithm design, complexity analysis, and distributed systems architecture for software development challenges.

Expert assistance for C programming tasks including memory management, systems programming, and performance optimization.

Provides reusable patterns for building RESTful APIs in Python using FastAPI, including async operations and Pydantic models.

Fast semantic and hybrid code search tool for locating patterns, symbols, and architectural flows in large codebases using natural language, strings, or regex.

Provides a production-ready FastAPI backend for chat applications, handling requests, conversation persistence, and OpenAI Agents SDK integration for AI-powered chatbot functionality.

Provides reusable components for building RESTful APIs with standard HTTP methods, status codes, and error handling patterns.

Expert guidance on Rust programming for async systems, unsafe code patterns, and zero-cost abstractions in performance-critical applications.

Assists in debugging Notion projects by isolating issues, checking logs, and providing solutions for common errors.

Analyzes code for quality, duplications, dead code, and optimization opportunities using AI, supporting pre-PR code hygiene and refactoring.

Provides reusable CRUD operations for todo tasks, enabling efficient implementation of add, delete, update, and view functionality in task management applications.

Deeply verifies code implementation against TASK.md using GPT-5.2-Codex with detailed pass/fail analysis for critical features and final validation.

Provides common patterns and solutions for Unity Netcode, specifically for Distributed Authority to implement network features and debug sync issues.

Reference guide for Go project patterns including Clean Architecture, Error Handling, and Repository patterns to maintain consistent code structure.

Provides deep understanding of Pirate Tile Clash Unity project architecture, code structure, and development plan for efficient feature implementation.

Guides technical architecture decisions, technology stack selection, and coding standards for software development projects.

Designs enterprise-grade APIs for AI services, including specifications, versioning strategy, and integration documentation during solution architecture.

Provides reusable Next.js 16+ components and API routes for App Router, Server Components, and Client Components, compatible with context7 MCP server.