Visual Prompt Engine

Generate high-quality, diverse image prompts by feeding real visual references into a structured prompt pipeline.

Problem

AI agents reuse the same visual patterns and clichés when writing image prompts. This skill breaks that cycle by grounding prompts in real, trending design work.

Architecture

Dribbble Scraper → Style Cards → Prompt Generator → Quality Reviewer → Final Prompt

Quick Start

1. Collect Visual References

Recommended: Browser-based collection (Dribbble blocks automated requests)