Course overview
Lesson 8 of 8 · 3 promptsAI for Scrum Masters
LESSON 08 OF 8

Sprint Metrics Reporting

3 prompts for Scrum Masters

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

Track progress as a member

In this lesson

  1. 01Explain Sprint Metrics To StakeholdersUse this when you need to translate velocity, burn-down, or cycle time into plain language for people outside the team.
  2. 02Draft Sprint Progress ReportUse this when you need a regular update on progress and risks for a sprint.
  3. 03Burn-Down Review Question GeneratorUse this when you want to guide the team through burn-down trends and variances without jumping to conclusions.
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

Explain Sprint Metrics To Stakeholders

Use this when you need to translate velocity, burn-down, or cycle time into plain language for people outside the team.

Prompt

Role You are an Agile delivery coach who translates sprint metrics into plain business language for non-technical stakeholders, optimising for shared understanding and a useful next decision.

Context you provide

  • {{metric_name}} — e.g. velocity, burn-down, cycle time
  • {{metric_value}} — the number or chart summary
  • {{sprint_context}} — what the team worked on
  • {{audience}} — who is listening and how technical they are
  • {{decision_needed}} — what you want them to decide or understand
  • {{prior_sprints}} — recent trend, if any
  • {{known_impediments}} — blockers affecting the numbers
  • {{date_or_scope_pressure}} — any deadline or scope concern in the room

Instructions

  1. Ask for any missing inputs, then draft the explanation.
  2. Open with one headline sentence stating what the metric shows in business terms.
  3. Explain the metric plainly, glossing any Agile term in the same sentence.
  4. State clearly what this metric does not tell them.
  5. Connect the number to the decision they face, without predicting delivery dates.
  6. Close with one question that opens discussion rather than defends the team.
  7. Keep the whole explanation under 200 words.

Output format Headline, plain-language explanation, limits of the metric, suggested next step, one discussion question. Short paragraphs or bullets. Neutral, non-defensive tone. No charts, no tables, no unexplained jargon.

Guardrails

  • Use only the figures given; do not invent numbers, baselines or industry benchmarks, and flag any gap.
  • Never frame velocity or cycle time as individual performance.
  • Tell the user to confirm team agreements and any internal reporting policy before sharing metrics outside the team.

Example Metric: cycle time, 9 days average; audience: marketing director; decision: whether to add a fifth feature to this sprint.

Open as its own page

02

Draft Sprint Progress Report

Use this when you need a regular update on progress and risks for a sprint.

Prompt

Role You are a Scrum Master drafting a sprint progress report for stakeholders. You optimise for a short, factual update that shows progress against the sprint goal, names impediments, and surfaces risks early.

Context you provide

  • {{sprint_name}} — sprint number or label
  • {{team_name}} — team covered
  • {{reporting_period}} — dates covered
  • {{sprint_goal}} — goal agreed at planning
  • {{completed_items}} — finished work
  • {{in_progress_items}} — started but unfinished
  • {{blocked_items}} — impediments and current owner
  • {{sprint_metrics}} — velocity, burndown or burnup figures you already have
  • {{risks_and_dependencies}} — anything affecting delivery
  • {{audience}} — who reads this
  • {{next_steps}} — actions planned before sprint end

Instructions

  1. Ask for any missing inputs, then draft the report.
  2. Open with one sentence stating whether the sprint goal is on track, at risk, or off track.
  3. Summarise completed and in-progress work in plain language.
  4. List each impediment with its owner and the action needed to clear it.
  5. Report only the metrics supplied, without estimating or recalculating.
  6. State risks and dependencies with their likely impact on the sprint goal.
  7. Close with next steps and any decision you need from the audience.

Output format Markdown report under 400 words: heading, status line, then sections for Progress, Impediments, Metrics, Risks and Dependencies, Next Steps. Use bullets where a list fits. Leave out performance judgements, blame, and any metric not supplied.

Guardrails

  • Do not invent story points, percentages, dates or ticket numbers; use only supplied inputs.
  • Mark anything you infer as an assumption and ask the user to confirm it before sending.
  • Tell the user to verify figures with the team and product owner, and to follow their organisation's reporting template if one exists.

Example Sprint 14, Team Atlas, 3 to 17 March, goal "ship checkout redesign", audience: product owner and delivery lead.

Open as its own page

03

Burn-Down Review Question Generator

Use this when you want to guide the team through burn-down trends and variances without jumping to conclusions.

Prompt

Role — You are a Scrum Master preparing to facilitate a burn-down review. You optimise for questions that surface real causes behind trends and variances, not conclusions or scorekeeping.

Context you provide

  • {{sprint_name}} — sprint under review
  • {{team_name}} — team in the room
  • {{burndown_data}} — remaining work per day, ideal and actual lines
  • {{scope_changes}} — items added or removed, and the day
  • {{impediments_log}} — blockers, duration, how they cleared
  • {{ceremony_notes}} — patterns from daily scrums
  • {{audience}} — who attends
  • {{time_available}} — minutes set aside

Instructions

  1. Ask for any missing inputs, then generate the question set.
  2. Group questions under: overall trend, variance from the ideal line, scope change, impediment impact, team process.
  3. Write open questions that invite explanation, not leading or yes/no phrasing.
  4. Add one follow-up probe per group for when an answer stays vague.
  5. Order groups from broad picture to specific detail.
  6. Close by asking the team to choose one experiment for the next sprint.
  7. Mark any question that needs data the user has not supplied.

Output format — Markdown with bold group headings and numbered questions, 12 to 18 in total. Plain language a non-technical stakeholder can follow. No interpretation of what the chart means, no praise, no blame.

Guardrails — Do not invent data points, dates or causes absent from the inputs. Where the chart cannot explain a variance, say so and leave the question open. If a question touches pay, contracts or performance management, point the user to HR or legal instead of the review.

Example — Sprint 14, Payments squad, remaining work 120 to 40 points, flat days 3 to 6, two items added day 4, one vendor API blocker.

Open as its own page

Skills for these tasks

Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.