LaunchKit · 2026
Back to Skills

visual-prompt-engine

Generate diverse, non-repetitive image prompts powered by real visual references from Dribbble and design platforms.

0
380 downloads
by @abdullah4ai

Setup & Installation

openclaw skills install @abdullah4ai/visual-prompt-engine

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install visual-prompt-engine

What This Skill Does

Generates image prompts grounded in real Dribbble design references rather than internal AI patterns. A scraping pipeline converts trending shots into style cards with palette, composition, mood, and lighting data. Prompt history is tracked to prevent the same structures from repeating.

Grounds prompts in real, trending design work rather than the model's internal pattern library, which tends to recycle the same visual vocabulary.

When to use it

  • Getting a fresh image prompt without recycling the same visual clichés
  • Generating UI illustration prompts based on current design trends
  • Creating diverse prompts for a batch of product renders
  • Building mood board descriptions from trending Dribbble references
  • Exploring visual directions for a brand identity concept

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Give me a unique image prompt for a minimal tech product shot

AGENT
  1. 1Read style_cards.json to find cards matching a minimal, tech-oriented aesthetic
  2. 2Select 1-2 style cards and extract palette, composition, and lighting values
  3. 3Check prompt_history.json to identify structures used in the last 5 prompts
  4. 4Compose a new prompt using an unused pattern from prompt-patterns.md combined with the style card data
  5. 5Append the prompt to history and return it
OUTPUT

A specific image prompt with hex color references, a named composition structure, lighting direction, and mood terms drawn from a real Dribbble shot

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

Browser tool such as Playwright or Camofox (recommended for Dribbble collection)