Prompt Challenges
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Turn Survey Comments Into Evidence-Backed Themes

Write a reusable prompt with replaceable inputs. Submit your prompt and one test output for this example.

Task: Summarize qualitative feedback while preserving minority views and the small sample’s limitations.

Example input: Six fictional survey responses about a team handbook: R1 “Search finds old pages first.” R2 “The examples helped me finish setup.” R3 “I could not tell which page was current.” R4 “Please add a printable checklist.” R5 “Setup examples were useful, but the search missed the password-reset page.” R6 “I only used the checklist and it worked.” These are six responses, not a representative survey. A comment may support more than one theme.

Constraints:

  • Use source IDs for evidence and report respondent counts per theme.
  • Keep feature requests separate from problems and praise.
  • Do not infer demographics, sentiment scores, or unstated motivations.

Required output from your prompt: A theme table, two cautiously prioritized follow-up questions, and a 60-word summary for the handbook owner.

Success checks:

  • Search concerns cite R1 and R5.
  • Content freshness includes R3, with any interpretation of R1 explained.
  • The printable-checklist request remains visible.
  • Counts do not imply that themes are mutually exclusive or population estimates.
by Abdul Mohammed0 solutions
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