1. Software Development

Automates iterative code development by dispatching subagents for independent tasks with built-in code reviews for quality gates.

Provides fast symbol search by name pattern and all symbols listing in code files using MCP repo-map tools, faster than grep.

Automates creation of detailed API documentation with examples, schemas, and interactive testing interfaces for developers.

Creates structured scaffolding for AI agents using OpenAI Agents SDK, supporting async patterns, multi-agent orchestration, and tool integration.

Expertise in developing high-quality, maintainable CLI tools and libraries with strict TypeScript typing and modern Node.js patterns.

Provides Rust development best practices for idiomatic code, error handling, async patterns, and commonware integration in the Guts project.

Coordinates Docker-based agents through a fix-review-iterate-present loop to ensure high-quality code changes before human review.

Generates accessible and customizable UI components following design system patterns using the shadcn/ui library.

Manages Git branch operations including creation, status checks, and error resolution for version control workflows.

Enforces elimination of hardcoded values by promoting constants, environment variables, and configuration files for improved code maintainability and readability.

Enforces consistent coding standards across multiple languages, promoting readability, maintainability, and team collaboration through automated formatting and best practices.

Provides comprehensive performance analysis, optimization, and load testing for applications, including React-specific patterns and Core Web Vitals improvement.

Extracts coding standards from CONTRIBUTING.md, .editorconfig, and linter configs to ensure consistent contributions during onboarding.

Provides debugging guidance for integrating LiveKit and Letta to build reliable voice agents.

Centralizes TypeScript types for frontend to ensure type safety and alignment with backend API responses.

Comprehensive frontend development guidelines for Next.js 19 and React 19 applications using shadcn/ui, Tailwind CSS, and modern patterns including App Router and Server Components.

Fetches library documentation, code examples, and API references for JavaScript, Python, Go, and Rust with token-efficient filtering.

Analyzes code for readability by non-developers, ensuring clear naming, plain English comments, and absence of jargon.

Validates code functionality via sandbox testing, execution verification, and systematic debugging to ensure genuine operation without breaking existing features.

Adds core business logic functions to Catalyst-Relay, supporting pure functions, ADT operations, and library-consumable code design.

Generates reference architecture specifications for agent frameworks, including core primitives, interface protocols, and implementation roadmaps.

Provides frontend development guidelines for Next.js 19, React 19, and shadcn/ui, covering modern patterns, performance, and TypeScript best practices.

Provides best practices for Tamagui v4 configuration, compiler optimization, and cross-platform styling in React applications.

Guides software design decisions using established architectural patterns and coding standards for feature implementation.