What problem does it solve? Setting up new fullstack projects and maintaining consistent code quality across React, Next.js, Node.js, and PostgreSQL stacks requires repetitive manual configuration and review work. ## Core Features & Use Cases - Project Scaffolding: Generate fullstack and general project structures using the fullstack_scaffolder.py and project_scaffolder.py scripts. - Code Quality Analysis: Run code_quality_analyzer.py against a target path to produce structured findings and reports, with optional JSON output. - Reference Guidance: Consult tech stack, architecture patterns, and development workflow references covering TypeScript, GraphQL, PostgreSQL, Docker, and cloud platforms. - Use Case: When starting a new Next.js application with a Node.js API and PostgreSQL database, scaffold the project structure, then run the quality analyzer to review the codebase and follow the architecture patterns reference for implementation decisions. ## Quick Start Ask the assistant to scaffold a new fullstack project at a chosen directory and then run the code quality analyzer on it.