What problem does it solve?
This Skill provides a reusable, project-specific engineering playbook so teams can make consistent architectural and implementation decisions without reinventing processes.
Core Features & Use Cases
- Architecture overview for fast alignment: Documents the intended frontend, backend, database, and AI integration choices (Next.js, FastAPI, Supabase, Claude tool calling) so new contributors can ramp up quickly.
- Concrete file structure and code patterns: Defines a recommended repository layout and includes example response contracts, frontend API call helpers, AI structured output patterns, and React hook patterns.
- End-to-end delivery guardrails: Covers testing expectations (pytest, Playwright, RTL), deployment workflow (build steps and Cloud Run commands), and operational hygiene via critical rules (immutability, no console.log in production, input validation).
Quick Start
Apply the project guidelines to your next task by asking the AI to produce changes that follow the documented architecture, file structure, testing requirements, and the critical rules.