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The E-commerce Integration Patterns skill provides a robust architectural framework for developers building multi-platform commerce solutions. It introduces the Decomposer and Composer patterns to manage bidirectional data flow between external platforms like Shopify, BigCommerce, or WooCommerce and the Violet canonical model. By enforcing principles such as pure functions, null safety, and idempotent transformations, this skill ensures consistent data handling, reliable status mapping across disparate APIs, and simplified unit testing for complex integration logic.
