returns-refund-policy

Automate return and refund policy enforcement for e-commerce orders.

14|3|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/tomtoto757/ecomm-ai-skills-hub --skill returns-refund-policy-tomtoto757
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: returns-refund-policy
Source: https://github.com/tomtoto757/ecomm-ai-skills-hub/tree/main/skills/orders-shipping-returns/finsilabs/business-operations/returns-refund-policy
Command: npx skills add https://github.com/tomtoto757/ecomm-ai-skills-hub --skill returns-refund-policy-tomtoto757

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Returns and refund handling is often manual, inconsistent, and legally sensitive; this Skill automates policy enforcement to ensure consistent decisions, auditable rules, and clear customer communication across product categories and customer segments.

Core Features & Use Cases

  • Per-product and per-segment rules: Configure different return windows, restocking fees, and final-sale exclusions by product tags, categories, and customer tiers.
  • Automated approval routing: Auto-approve eligible returns, escalate high-value or flagged items to manual review, and persist restocking fee calculations before routing.
  • Policy versioning & audit: Keep immutable JSON snapshots for every policy change and evaluate returns using the policy in effect at purchase time to meet compliance requirements.
  • Platform integrations: Guidance for Loop Returns, AfterShip, ReturnGo and headless implementations with a programmatic policy-evaluation example for custom systems.

Quick Start

Evaluate a hypothetical return for order 12345 (delivered 2026-03-01) for a product tagged electronics using a 15-day electronics policy and return reason "defective" to see eligibility, days remaining, and restocking fee.

Frequently Asked Questions about returns-refund-policy

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

FAQPage Schema
How do I automate return and refund policy enforcement for e-commerce orders?

Automate return and refund policy enforcement by evaluating order eligibility, calculating restocking fees, and routing returns to auto-approval or manual review based on delivery-date windows and product segments.

Can I configure different return windows and restocking fees by product category?

Yes, you can configure per-product and per-segment rules to set different return windows, restocking fees, and final-sale exclusions based on product tags, categories, and customer tiers.

How do I handle policy versioning for historical return eligibility evaluations?

Handle policy versioning by keeping immutable JSON snapshots for every policy change, ensuring returns are evaluated using the exact policy that was in effect at the original purchase time.

Does this returns automation approach work with Shopify, WooCommerce, and headless platforms?

Yes, this approach works with Shopify, WooCommerce, BigCommerce, and headless platforms, offering integration guidance for Loop Returns, AfterShip, and ReturnGo alongside custom programmatic policy evaluation.

What is the best way to audit return eligibility decisions for compliance?

Audit return eligibility decisions by using the built-in audit logging feature, which records all automated policy evaluations, restocking fee calculations, and approval routing actions to meet compliance requirements.