draft_problem_statement
Draft a PRD-ready problem statement from a selected feedback theme, summarizing who is affected, evidence, frequency, and a success metric grounded in real data.
Instructions
Draft a structured, PRD-style problem statement for one theme.
Args: theme_id: a theme id as returned by list_themes, e.g. "theme-01".
Returns who is affected (customer segments and counts), what the problem is (a generated one-line description), evidence (representative quotes with feedback ids), frequency (count, percent of dataset, source breakdown, date range, average rating), and a suggested success metric derived from the theme's own volume. Every field traces back to real items in the dataset; nothing is invented. Raises ValueError if the theme_id does not exist.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| theme_id | Yes |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||