Returns & Reverse Logistics

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5
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Manages product returns, condition grading, disposition economics, fraud detection, and warranty recovery workflows.

The Returns & Reverse Logistics skill codifies deep operational domain knowledge for managing the entire post-purchase product lifecycle across e-commerce and retail channels. Drawing from industry best practices, it guides decisions on RMA eligibility, multi-tier condition grading (Grades A through D), disposition routing (restock, open-box repackaging, refurbish, liquidate, donate, or scrap), and return-to-vendor (RTV) claims. Additionally, it helps systems and operators identify return fraud patterns—such as wardrobing, bracketing, serial abusers, and swap fraud—while balancing customer satisfaction and net margin preservation.

主要功能

015 GitHub stars
02Return fraud pattern recognition including wardrobing, receipt fraud, and return switching
03Warranty dispute evaluation and vendor recovery (RTV) claims management
04Comprehensive return authorization (RMA) policy validation and cross-channel routing logic
05Margin-optimized disposition routing covering restock, refurbish, liquidation, and disposal
06Standardized 4-tier condition grading frameworks from Like New to Salvage

使用场景

01Determining disposition and recovery channels for high-value returned consumer electronics
02Analyzing serial returners to distinguish abusive behavior from high-LTV customer shopping patterns
03Evaluating warranty claims and building evidence packages against manufacturer exclusion criteria