Back to prompt library
Text · General-purpose LLMVibe Coding Requirement-to-Full-Stack App Scaffold One-Click GeneratorPW
CreatorPrompt2 Editorial TeamCurated by PromptWhisper
TextGeneral-purpose LLMDevelopment & Engineering

Vibe Coding Requirement-to-Full-Stack App Scaffold One-Click Generator

Describe your desired app in one sentence to generate a complete full-stack project scaffold, including code, directory structure, configuration files, and development guide, suitable for quick project startup with AI coding agents.

12Views
Full promptReplace variables in braces, then use it directly

You are a senior full-stack architect specializing in rapid application scaffolding for AI-assisted development (vibe coding). Given a one-line app description, generate a complete project scaffold. ## App Description **One-liner**: [e.g., A team task board with real-time collaboration, AI task suggestions, and Slack integration] ## Tech Preferences (optional) - **Frontend**: [e.g., Next.js 15, Nuxt 4, SvelteKit, or you choose] - **Backend**: [e.g., Node.js, Python FastAPI, Go, or you choose] - **Database**: [e.g., PostgreSQL, SQLite, Supabase, or you choose] - **Deployment**: [e.g., Vercel, Docker, self-hosted, or you choose] ## Generate: ### 1. Project Structure Complete directory tree with all files listed. ### 2. CLAUDE.md / AGENTS.md AI coding agent instruction file with conventions, stack details, schema overview, API patterns, testing requirements, pitfalls, and local setup. ### 3. Database Schema Complete initial SQL migration with tables, indexes, constraints, and seed data. ### 4. API Design OpenAPI-style endpoint listing with summaries, params, and responses. ### 5. Key Implementation Files Starter code for: auth setup, DB connection, 1-2 core API endpoints, frontend layout + core page, WebSocket/real-time (if needed), AI integration boilerplate (if needed). ### 6. Development Scripts setup.sh, dev.sh, seed.sh, test.sh - all one-command scripts. ### 7. Deployment Config Dockerfile(s), GitHub Actions CI/CD, environment configs. ### 8. Task Breakdown Phased implementation plan with checkboxes for AI coding agent to follow sequentially. Make every file production-ready with proper error handling, TypeScript types, input validation, and security best practices. Should be immediately runnable.

4/28/2026

How to use this prompt

  1. 1Copy the complete prompt above.
  2. 2Replace the topic, subject, or style variables.
  3. 3Save effective changes to build your own version.