YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

What it solves

This project provides an AI agent skill that eliminates the need to manually search for high-quality image generation prompts. It allows users to find professionally curated prompts for Google's Nano Banana Pro (Gemini) model, ensuring better image results without spending hours hunting for the right keywords.

How it works

The skill integrates with AI assistants like Claude, OpenClaw, and Cursor. It uses a library of over 10,000 categorized prompts stored in JSON files. When a user describes their need, the skill identifies the relevant category and performs a token-efficient grep-style search to find the top 3 matching prompts. It can also "remix" a prompt by analyzing a user's provided text (like an article or script) and customizing a template to fit the specific content.

Who it’s for

Content creators, marketers, and designers who use Gemini's image generation models and want to quickly find or customize professional-grade prompts for social media, product marketing, avatars, and more.

Highlights

• Massive Curated Library: Access to 10,000+ professionally categorized prompts.
• Content Remix Mode: Automatically generates customized prompts based on pasted articles or scripts.
• Token-Efficient Search: Uses a targeted search method to avoid loading full files, reducing token usage.
• Automatic Updates: The prompt library is synced twice daily via GitHub Actions to include the latest viral trends.
• Multi-lingual Support: Responds in the user's language while providing the final prompt in English for the model.
• Sample Image Previews: Every recommended prompt includes a sample image to preview the style before use.