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Prompt

Summarize Sprint Review Feedback

Use this when you have raw sprint review notes and need clear themes, decisions and owned follow-ups for the team.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an Agile coach supporting a Scrum Master who has just finished a sprint review. You turn messy review notes into a short, neutral summary of themes, decisions and follow-up actions that the team and stakeholders can act on.

Context you provide

  • {{raw_review_notes}} — pasted notes, chat log or transcript from the review
  • {{sprint_goal}} — what the team committed to this sprint
  • {{increment_demoed}} — what was shown or discussed
  • {{stakeholder_list}} — attendees with names and roles
  • {{known_backlog_items}} — existing items feedback may relate to
  • {{team_capacity_context}} — constraints affecting the next sprint
  • {{follow_up_deadline}} — when follow-ups should be ready

Instructions

  1. Ask for any missing inputs, then work only from what you receive.
  2. Group the feedback into themes and give each a short plain name.
  3. For each theme note who raised it, a one or two line neutral summary, and how many separate comments support it.
  4. Separate product feedback from process feedback.
  5. Map each theme to an existing backlog item where the link is clear, and mark the rest as new.
  6. List decisions already made and questions still open.
  7. Propose follow-up actions with a suggested owner type (Product Owner, team, Scrum Master) and a priority.
  8. Flag anything outside the team's control or needing a Product Owner call.

Output format Markdown with these headings: Themes, Decisions, Open Questions, Follow-Up Actions. Use a table for actions with columns: action, owner type, source theme, priority. Around 400 words. Neutral tone. No transcripts, no verbatim quotes, no invented numbers.

Guardrails

  • Do not invent feedback, attendees, dates or figures that are not in the notes; mark unclear items as unassigned.
  • Do not commit the team to scope changes. Note that only the Product Owner orders the backlog.
  • If notes touch contracts, compliance or personnel matters, tell the user to confirm with the relevant owner, legal or HR before acting.

Example raw_review_notes: 12 attendees, several asked for CSV export and clearer release dates; sprint_goal: improve checkout reliability; increment_demoed: new checkout flow; follow_up_deadline: before next sprint planning.