Cluster feedback into themes
feedback-themesworkflowsetup L2★128
AGI-is-going-to-arrive/workflow-cookbook ↗What it does
Cluster feedback into ranked themes
Best for
Digesting user feedback batches without manual labeling.
Inputs
- · CSV file with feedback items (id, text columns)
Outputs
- · List of ranked themes with counts
- · Representative quote per theme
Failure modes
- · Small feedback sample leads to noise
- · Generic summaries reduce cluster quality
Trust signals
- · Parallel summarization with Haiku agents
- · Barrier-join cluster on full set (not one-at-a-time)
- · Ranking by count (descending) with representative quotes