Use Case
Refund Reason Cluster is a powerful AI agent skill that extends your assistant with new capabilities. Clusters refund and return reasons to identify root causes and prevention plans, helping reduce avoidable refunds and margin erosion post-purchase. This guide walks you through installing Refund Reason Cluster, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Refund Reason Cluster: npx clawhub@latest --dir ~/.claude/skills install refund-reason-cluster
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to marketing & growth to trigger Refund Reason Cluster
Review the output and refine your prompt for better results
Combine Refund Reason Cluster with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Refund Reason Cluster
Help me get started with Refund Reason Cluster
What can Refund Reason Cluster do for my marketing & growth workflow?
Show me an example of using Refund Reason Cluster
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install refund-reason-clusterOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install refund-reason-clusterβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/refund-reason-cluster/π‘Extract and place the folder at the path above, then restart your agent.