# Shopify Admin Product Image Audit

> Read-only: flags products and variants with missing images or fewer than a minimum number of images.

- **Type:** Skill
- **Install:** `agentstack add skill-40rty-ai-shopify-admin-skills-shopify-admin-product-image-audit`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [40RTY-ai](https://agentstack.voostack.com/s/40rty-ai)
- **Installs:** 0
- **Category:** [Content & Media](https://agentstack.voostack.com/c/content-and-media)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [40RTY-ai](https://github.com/40RTY-ai)
- **Source:** https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/merchandising/shopify-admin-product-image-audit
- **Website:** http://skills.40rty.ai

## Install

```sh
agentstack add skill-40rty-ai-shopify-admin-skills-shopify-admin-product-image-audit
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

## Purpose
Scans all active products and their variants for missing or insufficient images. Flags products with zero images, variants with no assigned image, and products below a minimum image count threshold. Read-only — no mutations.

## Prerequisites
- Authenticated Shopify CLI session: `shopify store auth --store  --scopes read_products`
- API scopes: `read_products`

## Parameters

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| min_images | integer | no | 1 | Flag products with fewer than this many images |
| check_variants | bool | no | true | Also flag variants with no assigned image |
| status_filter | string | no | active | Product status to scan: `active`, `draft`, or `all` |
| format | string | no | human | Output format: `human` or `json` |

## Safety

> ℹ️ Read-only skill — no mutations are executed. Safe to run at any time.

## Workflow Steps

1. **OPERATION:** `products` — query
   **Inputs:** `query: "status:"`, `first: 250`, select `images`, `variants { image }`, pagination cursor
   **Expected output:** Products with image counts and variant image assignments; paginate until `hasNextPage: false`

2. Flag products: `images.count                        ║
║  Started:              ║
╚══════════════════════════════════════════════╝
```

**After each step**, emit:
```
[N/TOTAL]   
          → Params: 
          → Result: 
```

**On completion**, emit:

For `format: human` (default):
```
══════════════════════════════════════════════
PRODUCT IMAGE AUDIT
  Products scanned:           
  Missing all images:         
  Below min ():   
  Variants missing image:     

  Products needing images:
    "" — 0 images
    "" — 1 image (below min )
  Output: image_audit_.csv
══════════════════════════════════════════════
```

For `format: json`, emit:
```json
{
  "skill": "product-image-audit",
  "store": "",
  "min_images": 1,
  "products_scanned": 0,
  "missing_all_images": 0,
  "below_minimum": 0,
  "variants_missing_image": 0,
  "output_file": "image_audit_.csv"
}
```

## Output Format
CSV file `image_audit_.csv` with columns:
`product_id`, `product_title`, `handle`, `image_count`, `issue`, `variant_id`, `variant_sku`, `variant_has_image`

## Error Handling
| Error | Cause | Recovery |
|-------|-------|----------|
| `THROTTLED` | API rate limit exceeded | Wait 2 seconds, retry up to 3 times |
| No products match filter | Empty catalog or wrong status filter | Exit with 0 results |

## Best Practices
- Products with zero images cannot be sold on most sales channels (Google Shopping, Meta, etc.) — prioritize these as urgent.
- For apparel or products with color/size variants, set `min_images: 3` to ensure at least one front, back, and lifestyle shot per product.
- Run after bulk product imports to catch images that failed to upload in the import batch.
- Pair with `product-data-completeness-score` for a single comprehensive catalog quality report.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [40RTY-ai](https://github.com/40RTY-ai)
- **Source:** [40RTY-ai/shopify-admin-skills](https://github.com/40RTY-ai/shopify-admin-skills)
- **License:** MIT
- **Homepage:** http://skills.40rty.ai

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-40rty-ai-shopify-admin-skills-shopify-admin-product-image-audit
- Seller: https://agentstack.voostack.com/s/40rty-ai
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.