Cluster and rank customer feedback themes
customer-feedback-theme-extractorworkflowsetup L2★75
ray-amjad/claude-code-workflow-creator ↗What it does
Summarize customer feedback, cluster into themes, rank them
Best for
Bulk customer feedback analysis when you want quick theme extraction + ranking by frequency
Inputs
- · [object Object]
Outputs
- · [object Object]
Requires
- · Claude Agent API
Preconditions
Feedback array provided; theme schema defined; ranking criteria (frequency) understood
Failure modes
Themes too granular (100 themes on 200 feedbacks); duplicate themes not merged; frequencies off
Trust signals
- · Clustering + ranking built-in
- · Example quotes provided