If your AI website builder is still spitting out the same hero section with three feature cards and lorem ipsum, you are prompting wrong. The team behind Veloxa Build has released a library of 30 structured prompts under the veloxahost/veloxa-build-prompts repository to solve this exact problem. The collection is licensed CC0, meaning you can use, modify, and distribute it without restriction, and it is explicitly designed to work across major tools like Lovable, Bolt, v0, Replit, and Veloxa Build itself.

The Six Rules for Specificity

The core philosophy here is that specificity beats length. The repo is built on six simple rules that force the AI to generate usable output rather than filler. First, name the business explicitly; "Rise & Crumb bakery" generates real copy, whereas "a bakery" generates generic fluff. Second, list sections in the exact order you want them, preventing the AI from inventing a structure that doesn't fit your needs. Third, spell out every form field. Instead of asking for "a contact form," the prompts specify "a pre-order form (name, phone, pickup date, items)." The remaining rules focus on visual and technical constraints. You must give the AI a look by specifying two or three colors, a mood word, and a "mobile first" directive. For mini-apps, you need to say where data lives; instructing the AI to "save in the browser" avoids the trap of generating half-baked backend connections that don't actually work. Finally, the guide emphasizes iterating one change at a time. Small follow-up prompts are more effective than trying to cram everything into a single 2,000-word monologue.

Real-World Examples and Categories

The library covers a wide range of use cases, from local business sites for plumbers and accountants to personal portfolios and SaaS waitlists. For example, the "FlowRight Plumbing" prompt explicitly requests a hero with a big "Call now" button, a services grid for leaks and water heaters, and a quote request form with photo upload capabilities. Another example for "ShipNote," a SaaS product, details a 3-step "how it works" diagram and a specific purple accent color scheme. There are even functional mini-apps included, such as an expense splitter that calculates minimum payments to settle up, all saved locally in the browser.

Key Takeaways

  • CC0 License: The prompts are free to use and modify for any purpose, commercial or otherwise.
  • Builder Agnostic: While made by the Veloxa team, the prompts are tested and functional in Lovable, Bolt, v0, and Replit.
  • Structured Data: The prompts force specific field definitions (e.g., "name, phone, pickup date") to avoid generic "contact form" outputs.
  • One-Click Integration: Every prompt in the repo has a button to drop it directly into the builder's message box for easy tweaking.

The Bottom Line

This is a practical fix for the input-output quality problem in AI development. Stop blaming the model for producing bad sites; start using prompts that actually define the business logic, visual identity, and data flow you need. Grab the repo, tweak a prompt, and build something real.