Synthesize a Week of User Interviews
For a product team that does 5–8 interviews a week and has no time to synthesize. One prompt reads every transcript, groups the raw quotes into themes, and returns a one-page insights doc with verbatim pull-quotes linked back to the sources.
Insights stay trapped in transcripts
The research happens. The transcripts pile up. The synthesis lives in one researcher's head and the team keeps making decisions on gut anyway.
Transcripts sit in Notion, never re-read after the interview
The same theme shows up three weeks running before anyone notices
Product reviews debate opinions because the quotes aren't surfaced
Composio collapses all of this into one prompt — here's what that looks like.
Your agent runs it end-to-end.
- 01List transcripts from the Research folder for the given window
- 02Fetch each transcript and extract raw statements
- 03Cluster statements into 3–5 themes, ranked by frequency and severity
- 04For each theme, pick 2–3 verbatim quotes with a back-link to the source transcript
- 05Append the insights page with themes, quotes, and suggested actions
Insights ready before the review
Every product review starts with the themes already on the page — not 'we should really synthesize those interviews'. Decisions reference quotes, not vibes.
Paste this into Claude, Cursor, or Codex. It'll install the CLI, connect your apps, and run the task — end to end.
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