1. Software Development

Provides expert guidance on using the ty type checker for Python, including configuration, migration from other tools, and resolving type errors.

Guides senior engineers with protocols for test-first development, pragmatic verification, and robust coding standards.

Provides structured project layouts and clean architecture patterns to enhance code maintainability and scalability through separation of concerns.

Enforces Test-Driven Development by requiring tests before code for new features, bug fixes, and refactoring, targeting 70%+ test coverage.

Official reference for Alloy framework development, including project setup, CLI commands, configuration, debugging, and coding best practices.

Provides fundamental coding principles (SOLID, DRY, KISS) and design patterns with C# examples for production software development.

Provides guidance on Git workflow best practices including commit conventions, branching strategies, pull requests, and merge conflict resolution.

Provides Vercel-engineered performance best practices for React and Next.js code, covering components, data fetching, and bundle optimization.

Generates polished frontend code from design screenshots or videos, supporting web components, 3D interfaces, and quick prototyping.

Builds custom chat API backends for OpenAI ChatKit using FastAPI, supporting SSE streaming, conversation persistence, and integrations with OpenAI Agents and Gemini via LiteLLM.

Provides production-ready best practices for integrating Supabase with React, TypeScript, and TanStack Query for auth, data fetching, and real-time features.

Designs RESTful APIs with versioning, pagination, error handling, rate limiting, and OpenAPI documentation for robust backend services.

Ensures consistent and safe resolution of code issues including bugs, errors, and CI/CD failures through a mandatory pre-fix protocol.

Provides robust error handling patterns including exception management, logging, retry logic with Polly, and circuit breakers for resilient application development.

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

Assists in planning software implementations, designing system architectures, and creating detailed technical roadmaps for feature development and solution architecture.

Provides advanced TypeScript type system assistance for building type-safe applications, including type guards, utility types, and tRPC integration.

Validates adherence to the dendritic Nix flake pattern for module structure, aspect-oriented design, and feature organization in code reviews and refactoring.

Provides a curated FAQ to diagnose and resolve common build and test failures in software development projects.

Guides on backend implementation patterns and development workflows for efficient software architecture and code design.

Provides universal coding standards for TypeScript, React, and Next.js to guide code writing, reviews, and pattern establishment.

Toolset for building complex, multi-component Claude.ai HTML artifacts using React, Tailwind CSS, and shadcn/ui with state management and routing capabilities.

Assists in designing scalable system architectures using horizontal scaling, load balancing, caching, and stateless services for high performance and reliability.

Provides Git command procedures for branch management, commit handling, and worktree operations to streamline version control workflows.