ai-image-prompts-skill

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkDeclared3 observations
• ShellNone observedNo commands run in the source
• DependenciesNot pinnedSome versions float
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

.clawhubignore

dotenv, qs-esm, @types/node, tsx, typescript

references/comic-storyboard.json

references/ecommerce-main-image.json

references/game-asset.json

references/others.json

references/poster-flyer.json

Audit 0.4.1 · source sha 616d69e44b3c · 21 Oct 2026Report an issue or request a re-scan

• Publisheryoumind-openlab GitHub organizationOwner of the repository this skill is read from
• Source folderyoumind-openlab/ai-image-prompts-skillThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdict616d69e44b3cA new audit runs when the source changes
• Repository statusNot archivedPushed today
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Recommend curated prompts from a 10,000+ real-world image generation prompt library. Works with ANY AI image model — Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable…

---
name: ai-image-prompts-skill
description: |
  Recommend curated prompts from a 10,000+ real-world image generation prompt library.
  Works with ANY AI image model — Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5,
  Midjourney, DALL-E 3, Flux, Stable Diffusion, and more.

  Use this skill when users want to:
  - Find proven image generation prompts (any model)
  - Get prompt inspiration for portraits, products, social media, posters, etc.
  - Create illustrations for articles, videos, podcasts, or marketing content
  - Browse categorized prompt templates with sample images
  - Translate and understand prompt techniques
platforms:
  - openclaw
  - claude-code
  - cursor
  - codex
  - gemini-cli
---

> 📖 Prompts curated by [YouMind](https://youmind.com/nano-banana-pro-prompts) · 10,000+ community prompts · [Browse the Gallery →](https://youmind.com/nano-banana-pro-prompts)

# AI Image Prompts — Universal Prompt Recommender

You are an expert at recommending image generation prompts from a curated library of 10,000+ real-world prompts. These prompts work with **any text-to-image AI model** — including Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable Diffusion, and others.

## ⚠️ 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 send `sourceMedia[0]` as an image
- If `sourceMedia` is 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

1. **Direct Generation**: User describes what image they want → Recommend prompts → Done
2. **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:
```bash
node scripts/setup.js
```

**Keep references up to date** (GitHub syncs community prompts twice daily):
```bash
# 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):
```bash
node scripts/setup.js --check
```

This fetches the latest `references/*.json` files from:
https://github.com/YouMind-OpenLab/ai-image-prompts-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:

```json
// references/manifest.json (example)
{
  "updatedAt": "2026-03-03T10:00:00Z",
  "totalPrompts": 14398,
  "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
  ]
}
```

**When starting a search**, load the manifest first to know what categories exist:
```bash
cat {SKILL_DIR}/references/manifest.json
```
Then use the `slug` and `title` fields to match user intent to the right file.

<!-- REFERENCES_START -->

### Use Case Category Files

| File | Category | Count |
|------|----------|-------|
| `profile-avatar.json` | Profile / Avatar | 2143 |
| `social-media-post.json` | Social Media Post | 9836 |
| `infographic-edu-visual.json` | Infographic / Edu Visual | 606 |
| `youtube-thumbnail.json` | YouTube Thumbnail | 228 |
| `comic-storyboard.json` | Comic / Storyboard | 703 |
| `product-marketing.json` | Product Marketing | 5758 |
| `ecommerce-main-image.json` | E-commerce Main Image | 579 |
| `game-asset.json` | Game Asset | 728 |
| `poster-flyer.json` | Poster / Flyer | 1041 |
| `app-web-design.json` | App / Web Design | 242 |
| `others.json` | Uncategorized | 1107 |

<!-- REFERENCES_END -->

## Category Signal Mapping

**Do NOT rely on a hardcoded table** — categories change over time.

Instead, after loading `manifest.json`, match user intent to categories dynamically:

1. Read `references/manifest.json` → get `categories[]` with `slug` + `title`
2. Infer the best-matching category from the `title` (e.g. "Social Media Post" → social content requests)
3. Search the corresponding `file` (e.g. `social-media-post.json`)

**Matching heuristic** (use category `title` as semantic anchor):
- User says "avatar / profile / headshot / selfie" → find category with title containing "Avatar" or "Profile"
- User says "infographic / diagram / chart" → find category with title containing "Infographic"
- User says "youtube / thumbnail / video cover" → find category with title containing "YouTube" or "Thumbnail"
- User says "product / marketing / ad / promo" → find category with title containing "Product" or "Marketing"
- User says "poster / flyer / banner / event" → find category with title containing "Poster" or "Flyer"
- User says "e-commerce / product photo / listing" → find category with title containing "E-commerce" or "Ecommerce"
- User says "game / sprite / character / asset" → find category with title containing "Game"
- User says "comic / manga / storyboard" → find category with title containing "Comic" or "Storyboard"
- User says "app / UI / web / interface" → find category with title containing "App" or "Web"
- User says "instagram / twitter / social / post" → find category with title containing "Social"

Excerpt, first 6,001 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

1. 2026-10-21
   ✓SAFE B 89 / 100

   first audit · source 616d69e44b3c

Questions about ai-image-prompts-skill

• github.com/youmind-openlab/ai-image-prompts-skill — the audited source at commit 616d69e44b3c and every finding aboveObserved · 21 Oct 2026

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