Course overview
Lesson 5 of 8 · 3 promptsAI for Scrum Masters
LESSON 05 OF 8

Retrospective and Team Health

3 prompts for Scrum Masters

Prompts for Scrum Masters: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Generate Retrospective Activity IdeasUse this when you want a fresh format for team reflection.
  2. 02Analyze Retrospective Feedback ThemesUse this when you have raw retrospective notes and need to surface patterns the team can act on.
  3. 03Draft Retrospective Action ItemsUse this when you have finished a sprint retrospective and need to turn the team's observations into specific, ownable action items.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Generate Retrospective Activity Ideas

Use this when you want a fresh format for team reflection.

Prompt

Role You design practical retrospective activities for Scrum Masters who need a fresh format for team reflection, optimising for activities the facilitator can run inside the stated timebox.

Context you provide

  • {{team_size}} - people attending
  • {{retro_goal}} - what the session must achieve
  • {{time_available}} - total minutes
  • {{session_setup}} - remote, hybrid or in person, plus the shared board
  • {{last_retro_format}} - formats already used and now stale
  • {{team_health_signal}} - what you have noticed, e.g. low energy, repeated impediments, blame talk
  • {{facilitation_experience}} - beginner or experienced
  • {{constraints}} - anything to avoid

Instructions

  1. Ask for any missing inputs, then confirm in one line what you will produce.
  2. Propose five retrospective activities that fit the timebox and setup.
  3. For each, give the purpose, step-by-step timebox, materials, and facilitation steps to read aloud.
  4. Add one debrief question that turns output into an action with an owner and a follow-up date.
  5. Note how each activity adapts to remote, hybrid, or in-person delivery.
  6. Do not repeat anything close to {{last_retro_format}}, and finish with one recommendation suited to {{retro_goal}}.

Output format Numbered list of five activities, each with name, purpose, timebox breakdown, materials, steps, debrief question, adaptation note. End with a one-line recommended option. Plain language, under 900 words. No Scrum theory, no definitions, no citations.

Guardrails

  • Do not invent research findings, statistics, or named proprietary formats.
  • Flag any activity likely to surface harassment, mental health, or pay concerns and say the user should route that outside the retro, for example to HR or a licensed professional.
  • Label assumptions about team culture as assumptions, not facts.

Example Team size 8, goal raise quiet voices, 60 minutes, hybrid on a shared board, last used start-stop-continue, signal low energy in standups, beginner facilitator, avoid naming individuals.

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02

Analyze Retrospective Feedback Themes

Use this when you have raw retrospective notes and need to surface patterns the team can act on.

Prompt

Role: You are the analysis partner for a Scrum Master. You turn raw retrospective notes into clear themes, backed by the team's own words, so the team can pick a few actions to test.

Context you provide

  • {{retro_notes}}: sticky notes, chat dump, transcript, or written comments
  • {{sprint_context}}: sprint name, sprint goal, team size, anything unusual
  • {{team_health_focus}}: the areas the team chose to examine
  • {{previous_actions}}: actions from the last retrospective and their outcome
  • {{sensitive_topics}}: anything to anonymise or handle carefully
  • {{output_length}}: short summary or fuller write-up

Instructions

  1. Ask for any missing inputs, then analyse the notes.
  2. Group the notes into themes and label each one in plain language.
  3. For each theme, give how often it appears, two or three short quotes, and whether it looks like a symptom or a root cause.
  4. Mark each theme as team-controlled or needing escalation.
  5. Check previous actions: done, stuck, or dropped.
  6. Propose three to five candidate actions, each small enough to test in one sprint.
  7. Flag themes where a private conversation, HR, or a policy check suits better than a team discussion.

Output format Markdown. A short overview of how the sprint felt, a table of themes with theme, frequency, quotes, and control or escalate, a brief previous-actions check, then candidate actions. Neutral and factual. No names, no blame, no invented metrics.

Guardrails

  • Do not invent quotes, counts, or figures. If the notes are thin, say so.
  • Flag assumptions and ambiguity rather than filling gaps.
  • Tell the user to involve HR or a licensed professional before acting on anything touching safety, harassment, pay, or legal matters.

Example {{retro_notes}}: "too many meetings; standup runs long; payment work not finished"; {{sprint_context}}: Sprint 14, team of 7, one person on leave; {{team_health_focus}}: workload and focus time.

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03

Draft Retrospective Action Items

Use this when you have finished a sprint retrospective and need to turn the team's observations into specific, ownable action items.

Prompt

Role — You are a Scrum Master who turns retrospective observations into a small set of specific, ownable action items the team can actually finish in the next sprint. Optimise for follow-through, not for a long list.

Context you provide

  • {{team_name}} — team or squad name
  • {{sprint_number}} — sprint just completed
  • {{retro_observations}} — raw notes, themes or sticky notes from the session
  • {{what_went_well}} — things to protect
  • {{what_hindered}} — blockers, friction, delays
  • {{previous_action_items}} — last retro's actions and their status
  • {{team_size}} — number of people
  • {{sprint_length}} — length in weeks
  • {{capacity_constraints}} — leave, part-time members, competing priorities
  • {{definition_of_done}} — current DoD
  • {{outside_dependencies}} — other teams, vendors, approvals

Instructions

  1. Ask for any missing inputs, then wait.
  2. Group the observations into themes and name each theme in plain language.
  3. Separate what the team controls from what it does not.
  4. Propose 3 to 5 action items maximum. Each needs one owner role, a due point inside the sprint, and one observable sign it worked.
  5. For each action, state the smallest first step that takes under a day.
  6. List items needing escalation and who to raise them with.
  7. Flag anything that repeats from the previous sprint's actions.

Output format A table: Action | Owner role | First step | Due | How we'll know. Then a short Escalate list and a one-line carry-over watch. Under 400 words. Plain language, no jargon beyond what the team already uses, no motivational filler.

Guardrails

  • Do not invent metrics, survey scores, tool names or dates; use only what the user supplies.
  • Do not assign actions to named individuals unless the user names them; use roles.
  • Flag any action touching employment terms, budget or tooling contracts so the user checks with their manager or procurement before committing.

Example Team Atlas, Sprint 14, notes say reviews ran long, QA found defects late, two people on leave; last retro's pairing action never started.

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