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generate-ai-prototype

Generate tool-specific AI prototype prompts from PRDs and feature specs.

20|4|Updated Oct 4, 2025
Search Tags:#prototype#prd#generate#design-system#prompt#ai-prototyping
One-click install
npx skills add https://github.com/coalesce-labs/catalyst --skill generate-ai-prototype
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generate-ai-prototype
Source: https://github.com/coalesce-labs/catalyst/tree/main/plugins/pm/skills/generate-ai-prototype
Command: npx skills add https://github.com/coalesce-labs/catalyst --skill generate-ai-prototype

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill streamlines turning PRDs and feature specs into actionable AI prototype prompts for UI/UX experiments. It handles context gathering from PRDs, design systems, and user research to generate ready-to-paste prompts for v0.dev, Lovable, or Bolt.new.

Core Features & Use Cases

  • Generate tool-specific prompts for v0.dev, Lovable, Bolt.new
  • Analyze PRD/design system/user research for context
  • Output structured, copy-paste-ready prompts and storage path examples

Quick Start

Describe the feature or provide a PRD link, and I will generate a ready-to-paste prototype prompt for your chosen tool.

Frequently Asked Questions about generate-ai-prototype

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate AI prototype prompts from a PRD?▼

To generate AI prototype prompts from a PRD, provide the feature spec or PRD link to extract context and output structured, copy-paste-ready prompts for UI/UX experiments. The skill analyzes product requirements and design systems to create tool-specific instructions.

Can I create prompts for v0.dev, Lovable, and Bolt.new from feature specs?▼

Yes, you can create prompts for v0.dev, Lovable, and Bolt.new from feature specs. The tool generates ready-to-paste prototype prompts specifically tailored to the syntax and requirements of each supported AI prototyping platform.

What is the best way to include design system context in AI prototyping prompts?▼

The best way to include design system context in AI prototyping prompts is to supply the design system details alongside the PRD. The skill gathers context from design systems and user research to ensure the generated prompts produce UI prototypes matching your visual standards.

Does this tool provide structured prompt templates with edge-case guidance?▼

Yes, this tool provides structured prompt templates with edge-case guidance. It satisfies requirements for structured outputs by generating ready-to-paste prompts that include clear instructions for handling complex scenarios and edge cases during prototype generation.

How do I iterate quickly on prototypes using AI prompt generation?▼

You iterate quickly on prototypes by feeding updated PRD context or design changes back into the prompt generator. This produces revised, ready-to-paste prompts for v0.dev or Lovable, allowing rapid UI/UX experimentation without manually rewriting the prompt structure.

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