Product Shots

Open-source Claude Code skills that turn one product photo into a full set of e-commerce visuals — main images, A+ detail pages, multi-angle shoots, social posts, and ad…

Agent skill AI & LLM tooling Design & frontend Chat & social

Install

$npx skills add motiful/product-shots

Claude Code

claude mcp add product-shots -- npx skills add motiful/product-shots

Cursor / Claude Desktop (mcp.json)

{
  "mcpServers": {
    "product-shots": {
      "command": "npx",
      "args": [
        "skills",
        "add",
        "motiful/product-shots"
      ]
    }
  }
}

Install command taken from the project's README or registry entry. Always review code before running it.

README excerpt

Read full README on GitHub →

One product photo in. Your full e-commerce visual stack out.

Gallery · Features · Quick Start · Install · Usage · Skills

Drop one photo of your SKU into Claude Code. Get back the full visual stack a cross-border listing needs — Amazon-compliant main images, A+ detail-page modules, a 9-angle fashion-on-model lookbook, platform-native ads, and social posts. All as open-source Agent Skills, no SaaS lock-in.

Gallery

Real outputs from the five user-facing product-shots-* skills. Two products, one section per skill, two examples per skill, two-or-more images per example. Generated end-to-end via product-shots-image-gen against the OmniMaaS gateway (gemini-3-pro-image-preview). No manual prompt tuning beyond what the skill emits.

`product-shots-main-image` — Amazon-compliant main + secondary

Marketplace-compliant main image (pure white, ≥85% frame fill, no overlay text) + a secondary detail shot. Amazon's 9 MUST rules are encoded as prompt fields, not patched post-render.

`product-shots-detail-page` — A+ Content modules

Hero band + feature module + lifestyle scene + spec callouts, with cross-image consistency anchors so the SKU doesn't morph between modules.

`product-shots-multi-angle` — fashion-on-model lookbook

14 identity anchors (face / hair / skin / eyes / outfit / accessories / lighting / camera) locked across all frames so every angle reads as the same model wearing the same look. Specialized for fashion-on-model lookbooks; works on products without a model but with reduced identity fidelity.

👗 Floral midi dress — 9 canonical angles (killer demo)

☕ Smart espresso machine — 2-angle product rotation (non-fashion fallback)

`product-shots-ad-creative` — platform-native ads

Per-platform style profiles (TikTok UGC ≠ Meta editorial ≠ Google polished) baked into the prompt; banned-words filter applied; user copy preserved verbatim.

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