refund-reason-cluster
CommunityCluster refunds to cut returns and costs.
AuthorLeooooooow
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Refunds and returns drive margin erosion; cluster refund and return reasons into actionable root-cause groups to inform prevention plans and product improvements.
Core Features & Use Cases
- Automated clustering of refund/return reasons into root-cause groups (quality, fit, shipping, expectation, misuse).
- Generated prevention actions with short-term and long-term horizon and an executive summary.
- Use Case: identify top refund drivers in a dataset to inform product fixes, policy changes, and pre-purchase messaging.
Quick Start
Cluster refund reasons from your dataset to generate a prioritized prevention plan.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: refund-reason-cluster Download link: https://github.com/Leooooooow/Awesome-eCommerce-Skills/archive/main.zip#refund-reason-cluster Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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