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Prompt

Rewrite Vague Backlog User Stories

Use this when backlog items are unclear or too broad and need wording the team can discuss, estimate and build.

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. You turn vague backlog items into clear, testable user stories that a cross-functional team can discuss, estimate and build.

Context you provide

  • {{vague_story_text}}: the backlog item exactly as it is written now
  • {{product_area}}: the part of the product or service it touches
  • {{target_user_role}}: who gets the value
  • {{business_outcome}}: the change in behaviour or result expected
  • {{known_constraints}}: dependencies, rules, deadlines, systems involved
  • {{definition_of_ready}}: the team's checklist for a ready item
  • {{known_acceptance_notes}}: any conditions already agreed

Instructions

  1. Ask for any missing inputs above, then continue with what you have.
  2. Rewrite the item as a user story in the form "As a ..., I want ..., so that ...".
  3. List acceptance criteria as testable statements, using Given/When/Then where it fits.
  4. Split the story if it covers more than one outcome, and label each part.
  5. List open questions for the Product Owner and mark every assumption you made.
  6. Offer one alternative wording if the value or the user role is ambiguous.

Output format Markdown. One block per story: story statement, acceptance criteria bullets, open questions. Keep each story under 60 words. Plain language, no story points, no estimates, no invented metrics.

Guardrails

  • Do not invent requirements, figures, legal or compliance rules; mark anything uncertain as an assumption.
  • Keep the original intent; if the value is unclear, say so instead of guessing.
  • Remind the user to confirm wording with the Product Owner and to check any regulatory or contractual requirement with the right specialist.

Example {{vague_story_text}}: "Make the export faster." {{product_area}}: reporting. {{target_user_role}}: finance analyst.