Batch Background Swap & Recolour for Product Photos

Batch Background Swap & Recolour for Product Photos

This AI agent skill allows users to batch-replace backgrounds or recolour SKU variants in a folder of product photos without affecting the product itself. It supports consistent processing of images with options for white backgrounds, brand colours, or seasonal scenes. This utility includes features like resume, retries, budget caps, and generates a CSV log.

What this skill does

• Step 1: Product Identity Lock - Analyze every reference photo to establish a stable identity lock for the product including its shape, proportions, color, and other distinctive features. This identity lock is integrated into every prompt to ensure product integrity during background modifications.
• Step 2: Model Selection - Choose the appropriate image processing model for the task from the skill's compatible integration options.
• Batch processes a folder of product photos, applying the same custom background or color changes to each image while preserving the product's original characteristics.
• Ensures reliability with a robust error-handling process, offering the ability to resume or retry tasks, and adheres to predefined budget constraints.
• Generates a detailed CSV log for each batch process, documenting results and facilitating workflow tracking.

Who it is for

This skill is ideally suited for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, who need efficient batch image processing capabilities to streamline product photo management.

Use cases

• Ecommerce teams seeking to prepare large batches of product images for catalogs with uniform backgrounds.
• Marketing departments looking to update seasonal product displays without manual image editing.
• Product managers requiring quick color variant previews from a standard photo set.

Technical details

• Integrated with the ecommerce-image-skills project on GitHub.
• Compatible with Claude Code, Codex, Cursor, and any AI agents capable of loading `SKILL.md` files.
• Utilizes the GPT Image 2.5 **Sunburst** model for default image processing tasks.

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.