Cluster Feedback

Pull new feedback from a source, group it into themes, and surface what changed since the last run.

Steps

1. Pull items from <source> since the last run timestamp.
2. Group into themes by the underlying complaint or desire — not by surface wording.
3. Rank themes by volume (number of items).
4. Per theme: one verbatim quote + a one-line "what they want."
5. Compare to last run: mark themes as new / growing / faded / gone.
6. Write the delta report to Drive (or the configured output) and end.

Constraints

• Report the delta vs last run — do not re-surface stable themes as if new.
• Do not editorialize about whether themes are valid. Report what people said.
• Nothing new → print "no movement" and end.

Report format