Vibe Coding Starter Kit

Specifying tech stack upfront prevents the AI from choosing unfamiliar tools. Building feature-by-feature with confirmation checkpoints keeps the project on track.

Asking for semantic HTML and responsive behavior by default produces production-quality output. Listing assumptions surfaces design decisions you might want to override.

Paste a screenshot and get working code

Starting with architecture explanation catches misunderstandings before code is written. The backend-to-frontend order prevents UI code that references non-existent APIs.

The 'do not refactor' constraint prevents scope creep — a major frustration in vibe coding. Requiring a change list makes it easy to verify the AI did exactly what was asked.

Specifies tech stack, features, design direction, and file structure upfront so Bolt generates a well-organized project in one pass instead of a tangled mess.

Describes the complete app through features, data model, and design direction. Explicit entity relationships help Lovable generate proper database tables and connected CRUD operations.

Separating root cause from symptom prevents superficial fixes. Asking for a test case that catches the bug helps prevent regression and builds testing intuition.

The beginner assumption ensures nothing is skipped. The 'common issues' section preemptively solves the problems most developers encounter on their first deployment.