{"product_id":"batch-background-swap-recolour-for-product-photos","title":"Batch Background Swap \u0026 Recolour for Product Photos","description":"\u003ch3\u003eBatch Background Swap \u0026amp; Recolour for Product Photos\u003c\/h3\u003e\n\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 1: Product Identity Lock\u003c\/strong\u003e - 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.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 2: Model Selection\u003c\/strong\u003e - Choose the appropriate image processing model for the task from the skill's compatible integration options.\u003c\/li\u003e\n  \u003cli\u003eBatch processes a folder of product photos, applying the same custom background or color changes to each image while preserving the product's original characteristics.\u003c\/li\u003e\n  \u003cli\u003eEnsures reliability with a robust error-handling process, offering the ability to resume or retry tasks, and adheres to predefined budget constraints.\u003c\/li\u003e\n  \u003cli\u003eGenerates a detailed CSV log for each batch process, documenting results and facilitating workflow tracking.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEcommerce teams seeking to prepare large batches of product images for catalogs with uniform backgrounds.\u003c\/li\u003e\n  \u003cli\u003eMarketing departments looking to update seasonal product displays without manual image editing.\u003c\/li\u003e\n  \u003cli\u003eProduct managers requiring quick color variant previews from a standard photo set.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrated with the \u003ca href=\"https:\/\/github.com\/xianyu110\/ecommerce-image-skills\"\u003eecommerce-image-skills\u003c\/a\u003e project on GitHub.\u003c\/li\u003e\n  \u003cli\u003eCompatible with Claude Code, Codex, Cursor, and any AI agents capable of loading `SKILL.md` files.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the GPT Image 2.5 **Sunburst** model for default image processing tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003exianyu110\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/xianyu110\/ecommerce-image-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003exianyu110\/ecommerce-image-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53089990246711,"sku":"MCP-XIANYU110-ECOMMERCE-IMAGE-SKILLS-BATCH-BACKGROUND-SWAP","price":49.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/gN19yp6AC6TBzuF70sWCS_f77a02bc12e54ec79cdde5ddd414492a.jpg?v=1791104584","url":"https:\/\/mcpcart.com\/products\/batch-background-swap-recolour-for-product-photos","provider":"SPF PRO","version":"1.0","type":"link"}