The Prompt Library Your AI Assistant Can Browse

What it does

AI Image Prompts is an agent skill that plugs into assistants like Claude Code, OpenClaw, and Cursor to search a curated library of image-generation prompts. Describe what you need in plain English and it returns up to three matches with sample images, truncated previews, and optional customization based on your content. It is essentially a well-organized database with semantic search wrapped in a skill installer.

The interesting bit

The prompts are model-agnostic, so the same catalog works whether you are using Midjourney, DALL-E, Flux, or models like ByteDance’s Seedream 5.0 and Google’s Nano Banana Pro. The skill also auto-updates twice daily via GitHub Actions, pulling fresh community submissions from YouMind.com.

Key highlights

• 11 use-case categories spanning social media, product marketing, avatars, game assets, and more
• Every prompt includes a sample image generated from it, so you see the result before copying
• Content remix mode analyzes your article or video script and suggests matching visual styles
• Responds in your language but always returns the actual prompt in English for generation
• MIT licensed, with data sourced from open community contributions

Caveats

• The category table lists roughly 14,400 prompts, which contradicts the “10,000+” claim elsewhere; the exact count is unclear
• The entire value proposition depends on YouMind.com’s continued curation and external data sync
• This is primarily a data packaging and integration layer, not a novel algorithm or model

Verdict

Worth a look if you generate images through an AI assistant and would rather search than invent prompts. Skip it if you already have a personal prompt library or prefer writing your own from scratch.