Use Case
Stop doing repetitive marketing & growth tasks manually. Refund Reason Cluster lets your AI agent handle them automatically through natural conversation. Clusters refund and return reasons to identify root causes and prevention plans, helping reduce avoidable refunds and margin erosion post-purchase. This guide shows practical examples of using Refund Reason Cluster to automate common marketing & growth workflows and save hours every week.
Install Refund Reason Cluster: npx clawhub@latest --dir ~/.claude/skills install refund-reason-cluster
Identify the repetitive marketing & growth tasks you want to automate
Describe the task to your AI in plain English
Refund Reason Cluster will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing Refund Reason Cluster
Automate my marketing & growth tasks using Refund Reason Cluster
What repetitive tasks can Refund Reason Cluster handle for me?
Set up a workflow that runs Refund Reason Cluster every morning
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.