Returns & Reverse Logistics Management

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40k
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Optimizes the end-to-end product return lifecycle through expert inspection protocols, fraud detection, and margin-focused disposition routing.

This skill transforms Claude into a senior returns operations manager capable of handling complex reverse logistics workflows across e-commerce and retail environments. It provides codified logic for evaluating return policies, executing multi-grade product inspections, and making data-driven disposition decisions—such as restocking, refurbishing, or liquidating items. By integrating frameworks for fraud detection (wardrobing, swap fraud) and vendor recovery (RTV), the skill helps businesses balance customer satisfaction with margin protection and operational efficiency.

主な機能

01Comprehensive return policy logic including windows, condition grading, and restocking fees
0240,391 GitHub stars
03Economic-driven disposition decision trees for restocking, liquidation, or refurbishment
04Advanced fraud detection strategies for wardrobing, receipt fraud, and serial returners
05Standardized 4-tier inspection protocols (Grades A-D) with category-specific criteria
06Vendor recovery (RTV) and chargeback management to maximize asset recovery

ユースケース

01Implementing loss prevention frameworks to identify and mitigate organized retail return fraud
02Developing automated RMA authorization workflows for high-volume e-commerce platforms
03Establishing standardized warehouse inspection and grading systems to improve secondary market recovery