AI Image Prompt Recommender — 10,000+ Nano Banana Pro Prompts

Stop spending hours hunting for the right AI image prompt. Tell your AI assistant what you need in one sentence — it searches 10,000+ curated Nano Banana Pro prompts and returns the top 3 matches with sample images, ready to use.

🖼️ Browse the Prompt Gallery →

What Is This?

An AI agent skill that gives Claude, OpenClaw, Cursor, and other AI assistants the ability to intelligently search a curated library of 10,000+ Nano Banana Pro (Gemini image model) prompts, recommend the best matches for your use case, and even customize prompts based on your content.

Nano Banana Pro is Google's Gemini image generation model — one of the most capable AI image generators available today. High-quality prompts are the key to great results.

Why Use This Skill?

• ✅ 10,000+ prompts, organized by use case — not a random dump, but professionally categorized
• ✅ Every prompt includes sample images — see the result before you copy
• ✅ Smart semantic search — describe what you need, the AI finds the match
• ✅ Content remix mode — paste your article or video script, get a custom prompt
• ✅ Updated twice daily — always reflects the latest viral prompts from the community
• ✅ Multi-language — responds in your language, always provides English prompt for generation

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Installation

OpenClaw (Recommended)

clawhub install nano-banana-pro-prompts-recommend

Or search inside OpenClaw chat:

"Install the nano banana pro prompts skill from clawhub"

Claude Code

npx skills i YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

Other AI Assistants (Cursor, Codex, Gemini CLI, Windsurf)

# Universal installer — auto-detects your AI assistant
npx skills i YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

Manual / openskills

npx openskills install YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

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How to Use

Mode 1: Direct Search

Just describe what you need:

"Find me a cyberpunk-style avatar prompt"
"I need prompts for travel blog article covers"
"Looking for a product photo on white background"
"Help me find a YouTube thumbnail for a tech review video"

You'll get up to 3 recommendations with:

• Translated title & description (in your language)
• The exact English prompt to copy
• Sample images to preview the style
• Whether reference images are needed

Mode 2: Content Illustration (Remix)

Paste your content and ask for a matching illustration:

"Here's my article about startup failure — help me create a cover image:
[paste article text]"

"I need a thumbnail for this video script: [paste script]"

"Generate an illustration for this podcast episode about AI: [paste notes]"

The skill will:

1. Recommend matching style templates
2. Ask a few questions to personalize (gender, mood, setting)
3. Generate a customized prompt tailored to your content

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Prompt Categories

| Category | Count | Use Cases | |----------|-------|-----------| | Social Media Post | 10,000+ | Instagram, Twitter/X, Facebook, viral content | | Product Marketing | 3600+ | Ads, campaigns, promotional materials | | Profile / Avatar | 1000+ | Headshots, profile pictures, character portraits | | Others / Mixed | 900+ | Uncategorized creative prompts | | Poster / Flyer | 470+ | Events, announcements, banners | | Infographic | 450+ | Data visualization, educational content | | E-commerce | 370+ | Product photos, listings, white background | | Game Asset | 370+ | Sprites, characters, items | | Comic / Storyboard | 280+ | Manga, panels, sequential art | | YouTube Thumbnail | 170+ | Click-worthy video covers | | App / Web Design | 160+ | UI mockups, interface designs |

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How It Works

User describes need
      ↓
Skill identifies category from keyword signals
      ↓
Searches matching JSON file (token-efficient grep, never loads full file)
      ↓
Returns top 3 prompts with images + translated descriptions
      ↓
[Optional] User picks one → Skill remixes it to match their content

Token-efficient by design: The skill never loads full category files. It uses grep-style search to extract only matching prompts, keeping token usage minimal even with 10,000+ prompts in the library.

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Data Source

Prompts are curated from viral posts by top AI artists on Twitter/X, automatically synced to this repository twice daily via GitHub Actions. The library grows continuously.

提示词由 YouMind.com 通过公开社区搜集 ❤️ Prompts curated from the open community by YouMind.com

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Frequently Asked Questions

Q: What is Nano Banana Pro? Nano Banana Pro is Google's Gemini image generation model (model ID: gemini-3-pro-image-preview). It produces high-quality, photorealistic and artistic images from text prompts. Try it on YouMind →

Q: Do I need a YouMind account to use this skill? No. The skill is completely free and works with any AI assistant that supports custom skills (OpenClaw, Claude Code, Cursor, Codex, Gemini CLI). You only need a YouMind account if you want to generate images directly on youmind.com.

Q: How is this different from just searching Twitter for prompts? The library is pre-curated and categorized by use case — you don't have to scroll through noise. Every prompt includes sample images so you know what you're getting. The remix mode lets you personalize a template to match your specific content.

Q: Can I contribute prompts? Yes! The prompts are sourced from the public YouMind community. Share your Nano Banana Pro creations on YouMind and they'll be picked up in the next sync.

Q: How often is the library updated? Twice daily (00:00 and 12:00 UTC) via automated GitHub Actions.

Q: Does this work with other image generation models? The prompts are optimized for Nano Banana Pro (Gemini), but many work well with other models like GPT Image, Seedream, and DALL-E with minor adjustments.

Q: What's the difference between OpenClaw and Claude Code installation? OpenClaw uses the clawhub install command and integrates directly into your OpenClaw agent workspace. Claude Code uses npx skills i and installs into your Claude project context. Both use the same SKILL.md and prompt library.

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Project Structure

nano-banana-pro-prompts-recommend-skill/
├── SKILL.md                 # Skill instructions (works with OpenClaw, Claude Code, Cursor, etc.)
├── README.md
├── package.json
├── scripts/
│   └── generate-references.ts   # Fetches & categorizes prompts from CMS
├── references/              # Auto-generated prompt data (updated twice daily)
│   ├── social-media-post.json
│   ├── product-marketing.json
│   ├── profile-avatar.json
│   ├── {other-categories}.json
│   └── others.json
└── .github/workflows/
    └── generate-references.yml  # Scheduled sync job

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Development

Prerequisites

• Node.js 20+
• pnpm

Setup

pnpm install

# Create .env with CMS credentials
echo "CMS_HOST=your_host" >> .env
echo "CMS_API_KEY=your_key" >> .env

# Generate references
pnpm run generate

GitHub Actions Secrets

| Secret | Description | |--------|-------------| | CMS_HOST | PayloadCMS API host | | CMS_API_KEY | PayloadCMS API key |

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Related Projects

• 🍌 awesome-nano-banana-pro-prompts — Full prompt gallery with 10,000+ entries, 16 languages
• 🎬 awesome-seedance-2-prompts — Curated video generation prompts for Seedance 2.0
• 🖼️ YouMind Nano Banana Pro Gallery — Browse and generate online

Related Tools

• OpenClaw — AI agent platform with skill ecosystem
• ClawHub — Skill marketplace for OpenClaw
• skills CLI — Universal AI skills installer
• openskills — Multi-agent skills loader

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License

MIT © YouMind