AI Agent for Amazon-Ready White Background Images

Product Description: AI Agent for Amazon-Ready White Background Images

This AI skill package simplifies the creation of Amazon-compliant white-background main images from product photos. It utilizes GPT Image 2.5 to process these images and automatically verifies them against Amazon's guidelines using a Python script.

What this skill does

• Step 1: Product Identity Lock
  • Study each reference photo provided.
  • Write a short identity lock, detailing key product features such as shape, color, logo, and other visible details.
  • Ensure every prompt includes this identity lock for accurate image generation.
• Step 2: Image Processing Model
  • Utilize GPT Image 2.5 to process the initial product photo.
  • Ensure the processed image conforms to Amazon's requirements: pure white background, a product that fills at least 85% of the frame, and absence of text or watermarks.
• Verification
  • A Python script automatically checks the generated image for compliance.

Who it is for

• Developers working with AI coding agents such as Claude Code, Cursor, and Codex.
• Teams focused on e-commerce and online marketplace presence.

Use cases

• Transforming amateur or supplier photos into compliant main images for e-commerce platforms like Amazon, Walmart, and eBay.
• Enhancing product listings with hero images that meet specific marketplace standards.

Technical details

• Integration with coding agents including Claude Code, Cursor, and Codex.
• Utilization of GPT Image 2.5 for image processing.
• Automatic compliance check via a Python script.
• Seamless operation with the ecommerce-image-skills package from Xianyu110's GitHub repository.

Source & Licence

This package is built on open-source work published by xianyu110 (xianyu110/ecommerce-image-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.