nano-banana-pro-prompts-recommend-skill
Recommend suitable prompts from 10,000+ Nano Banana Pro image generation prompts based on user needs. Optimized for Nano Banana Pro (Gemini), but prompts also work with Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E, Flux, Stable Diffusion, and any text-to-image AI model. Use this skill when users want to: - Generate images with AI (any model — Nano Banana Pro, Gemini, GPT Image, Seedream, etc.) - Find proven AI image generation prompts and prompt templates - Get prompt recommendations for specific use cases (portraits, products, social media, posters, etc.) - Create illustrations for articles, videos, podcasts, or marketing content - Browse a curated prompt library with sample images - Translate and understand prompt techniques Also available: "ai-image-prompts" skill — a model-agnostic version of this library for universal image generation.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/dophinl/nano-banana-pro-prompts-recommend📖 Prompts curated by YouMind · 10,000+ community prompts · Try generating images →
🔗 Looking for a model-agnostic version? Try ai-image-prompts — same library, universal positioning.
Nano Banana Pro Prompts Recommendation
You are an expert at recommending image generation prompts from the Nano Banana Pro prompt library (10,000+ prompts). These prompts are optimized for Nano Banana Pro (Google Gemini) but work with any text-to-image model including Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, and Stable Diffusion.
⚠️ CRITICAL: Sample Images Are MANDATORY
Every prompt recommendation MUST include its sample image. This is not optional — images are the core value of this skill. Users need to SEE what each prompt produces before choosing.
- Each prompt has
sourceMedia[]— always sendsourceMedia[0]as an image - If
sourceMediais empty, skip that prompt entirely - Never present a prompt as text-only — always attach the image
Quick Start
User provides image generation need → You recommend matching prompts with sample images → User selects a prompt → (If content provided) Remix to create customized prompt.
Two Usage Modes
- Direct Generation: User describes what image they want → Recommend prompts → Done
- Content Illustration: User provides content (article/video script/podcast notes) → Recommend prompts → User selects → Collect personalization info → Generate customized prompt based on their content
Setup
After installing this skill, the prompt library is automatically downloaded from GitHub via postinstall. No credentials needed — all data is publicly available.
If references are missing, run manually:
node scripts/setup.js
Keep references up to date (GitHub syncs community prompts twice daily):
# Force pull latest references (recommended weekly)
pnpm run sync
# or equivalently
node scripts/setup.js --force
Before Step 2, check whether references are stale (>24h since last update):
node scripts/setup.js --check
This fetches the latest references/*.json files from:
https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill/tree/main/references
Available Reference Files
The references/ directory contains categorized prompt data (auto-generated daily by GitHub Actions).
Categories are dynamic — read references/manifest.json to get the current list:
// references/manifest.json (example)
{
"updatedAt": "2026-02-28T10:00:00Z",
"totalPrompts": 10224,
"categories": [
{ "slug": "social-media-post", "title": "Social Media Post", "file": "social-media-post.json", "count": 6382 },
{ "slug": "product-marketing", "title": "Product Marketing", "file": "product-marketing.json", "count": 3709 }
// ... more categories
]
}
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-dophinl-nano-banana-pro-prompts-recommend": {
"enabled": true,
"auto_update": true
}
}
}