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Development guidance for Better-T-Stack monorepo with React 19, Hono, ORPC, PostgreSQL, and Better Auth

Guides AI through building a Korean YouTube trending video analysis system with collection, velocity analysis, and AI-powered content generation using PostgreSQL, FastAPI, and Claude.

Expert guidance for real-time audio plugin development with JUCE 8. Enforces RT-safe DSP patterns, STFT masking pipeline, and lock-free threading. Ensures zero-allocation processBlock and sub-5ms paint-to-audio latency.

Sophisticated multi-agent AI system for crawling, processing, and generating content using LangGraph orchestration, FastAPI backend, and Next.js frontend with dependency injection architecture.

Expert guidance for working with the BDNS Web Application - a high-performance Spanish Government Grants Database search system with PostgreSQL mirror, real-time sync, and advanced search capabilities.

Expert assistant for the SVGallery generative gallery app with Ring, Spline, Cursor Trail, and Shuffle display modes using Three.js and Canvas

Expert guide for working with a Next.js 15 Latin-Dutch vocabulary quiz app with extreme performance optimizations, client-side architecture, and shadcn/ui components.

Build MLB game prediction applications with automated ML workflows, real-time data integration, and interactive bracket systems. Handles daily predictions, weather data, team/pitcher stats, and playoff brackets.

Generate production-ready FastAPI projects with SQLite, Alembic migrations, layered architecture, comprehensive tests, and best practices for interviews and rapid prototyping.

Expert guidance for Vue 3 + Three.js voxel builder with WebGPU support, urban visualization, and modern lighting. Handles voxel engine, CityJSON integration, and WebGPU patterns.

Expert assistant for the Camera Collector application, a FastAPI-based vintage camera cataloging system. Provides guidance on architecture, debugging, maintenance, and feature development following the project's layered architecture and best practices.

Expert guidance for developing and maintaining the ClaudeWebUI-Docker project - a Docker-containerized Claude Web UI application with React frontend, Express backend, WebSocket communication, and integrated terminal/file management.

Expert AI assistant for the KI-SYSTEM smart home automation platform. Helps with development, debugging, ML models, platform integrations (Home Assistant/Homey), and bathroom automation features.

Expert guide for managing cross-platform shell dotfiles with modular configuration, automatic symlinking, and lazy-loading patterns for macOS and Linux.

Expert guidance for Turkish map-based address management system built with Next.js 15, React 19, TypeScript, Supabase, and Yandex Maps integration. Provides architectural patterns, security best practices, and development workflows.

Enforces Storj project commit style with scope:message format (e.g., satellite/metainfo add validation) and prevents AI attribution in commit messages.

Expert guidance for mimikun's comprehensive cross-platform dotfiles repository managed with chezmoi, mise, and aqua. Supports Linux, Windows, and macOS with automated workflows and quality assurance.

Systematic SPARC methodology (Specification, Pseudocode, Architecture, Refinement, Completion) with Claude-Flow orchestration for concurrent agent-based development and Test-Driven workflows

Expert assistant for developing and maintaining the Brazilian SRT (Serviços Residenciais Terapêuticos) form management system - a vanilla JS web app with Firebase backend for managing therapeutic residential services in Rio de Janeiro.

Expert guidance for developing Model Context Protocol (MCP) servers using the PowerShell SDK. Helps create convention-based MCP tools, prompts, and resources.