returns-reverse-logistics

Guides returns authorization, inspection grading, disposition routing, refund processing, and fraud detection workflows.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/freedom909/real-estate-saas --skill returns-reverse-logistics-freedom909
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: returns-reverse-logistics
Source: https://github.com/freedom909/real-estate-saas/tree/main/.trae/skills/returns-reverse-logistics
Command: npx skills add https://github.com/freedom909/real-estate-saas --skill returns-reverse-logistics-freedom909

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Managing product returns involves complex decisions across RMA eligibility, condition grading, disposition economics, fraud detection, and vendor recovery, and inconsistent handling destroys margin and customer trust. This Skill codifies senior returns operations expertise into structured frameworks so every return is processed consistently and profitably. ## Core Features & Use Cases - Returns Policy & RMA Logic: Evaluate return eligibility against windows, condition rules, restocking fees, cross-channel returns, and exception frameworks. - Inspection, Grading & Disposition: Apply Grade A-D condition standards and route items to restock, open box, refurbish, liquidate, donate, or destroy based on recovery economics. - Fraud Detection & Vendor Recovery: Score returns for wardrobing, swap fraud, and serial returners, and manage RTV claims, defect claims, and warranty workflows. - Use Case: A customer returns a $1,200 laptop claiming it is defective, but inspection shows cosmetic damage. Use this Skill to grade the unit, compare refurbish versus vendor RTV recovery rates, evaluate fraud indicators, and draft the customer communication. ## Quick Start Use the returns-reverse-logistics skill to evaluate this return request and recommend an RMA decision, condition grade, disposition route, and refund action.

Frequently Asked Questions about returns-reverse-logistics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I decide whether to approve a return request?▼

Evaluate the return against policy rules: time window, product condition, category restrictions, and proof of purchase. For exceptions, check defect status first, then customer lifetime value, reasonableness, disposition outcome, and precedent risk before granting.

How to grade returned products for disposition?▼

Assign Grade A (like new, restockable), B (minor wear, open box), C (visible wear, liquidate or refurbish), or D (salvage/parts) based on packaging, accessories, cosmetic condition, and functional testing. Route each grade to the channel with the best recovery economics.

How do I detect return fraud like wardrobing or swap fraud?▼

Score each return 0-100 using signals like return rate above 30%, serial number mismatch (+40), weight variance over 5% (+25), and no-receipt returns (+15). Flag for review at 65+ points and hold the refund at 80+.

When should I pursue vendor recovery on defective returns?▼

Pursue RTV claims when expected credit times collection probability exceeds labor, shipping, and relationship costs. Always pursue claims over $500, batch claims of $200-500, and raise the threshold to $1,000 for overseas vendors.

What is the difference between a return and a warranty claim?▼

A return reverses a purchase within the return window (typically 30 days, any reason) and is the retailer's obligation. A warranty claim reports a defect within the coverage period and is typically the manufacturer's responsibility, following a separate workflow.

When should a return be escalated instead of processed normally?▼

Escalate automatically for single items over $5,000, fraud scores of 80+, simultaneous chargebacks, recalled products, suspected counterfeits, regulated products like hazmat or pharma, and a third policy exception from the same customer within 12 months.