This analytics skill automates the complex task of calculating Shopify refund rates, helping merchants and developers identify high-return products and problematic suppliers. By querying order and refund data through the Shopify GraphQL API, it provides a structured breakdown of return activity, calculates percentage rates, and exports the findings to a CSV file. It is a read-only tool designed for financial auditing and operational optimization without the risk of modifying live store data.
