User Stories and Backlog Grooming prompts for Product Manager
Ready-to-use AI prompts for user stories and backlog grooming — written for Product Manager and easy to paste into ChatGPT, Claude or Gemini.
When you need user stories and backlog grooming done, these product manager prompts give you a fill-in-the-blanks starting point covering user stories, backlog, agile. Fill in fields like epic, context, team and paste the result into ChatGPT, Claude, or Gemini.
Break an epic into stories
You are an agile product owner. Break this epic into user stories.
Epic: [epic]. Context: [context]. Team: [team]. Sprint length: [sprint length].
Produce stories that each deliver observable user value and could ship independently. For each: the story in 'As a / I want / so that' form, acceptance criteria as bullet points, dependencies, and a rough size (S/M/L) with the reason.
Sequence them so the riskiest assumption is tested first and something usable ships earliest. Explicitly separate stories that are true slices of value from technical enablers, and say which enablers are genuinely required first rather than merely convenient. Flag any story that is really three stories wearing a trench coat.
Refine a vague ticket
Act as a product owner refining a ticket that engineering has pushed back on.
<ticket>
[ticket]
</ticket>
What I actually want: [intent]. Context: [context].
Rewrite it to be ready for sprint planning: clear user and outcome, explicit scope boundaries, acceptance criteria, the states and edge cases to handle, design or copy needed, and how we will verify it worked.
Before the rewrite, list the questions the ticket leaves unanswered that only I can answer, and mark which of them block estimation versus which can be resolved during implementation. Do not invent product decisions — where I must decide, present the options and a recommendation.
Prepare for backlog refinement
You are preparing me to run a refinement session. Here is the backlog slice we will discuss:
<backlog>
[backlog]
</backlog>
Team: [team composition]. Sprint goal candidate: [sprint goal]. Known constraints: [constraints].
For each item, assess readiness: is the value clear, are the criteria testable, are dependencies identified, is it small enough for one sprint? Mark each ready / needs work / not ready with the specific gap.
Then give me the three questions per not-ready item to ask in the session, the order to discuss items so dependencies surface early, and a realistic sprint scope given the team's capacity. Call out anything that looks like scope we accepted without deciding.
How to use this prompt
Fill in the blanks. Type your details into each highlighted field of this user stories and backlog grooming prompt — fields like epic, context, team — and it rewrites itself live.
Copy the prompt. Press Copy prompt to put the finished user stories and backlog grooming prompt on your clipboard.
Paste into your AI model. Paste it into ChatGPT, Claude, Gemini, or any chat LLM to get your user stories and backlog grooming result.
Review and iterate. Read the response as a product manager would, then adjust fields like epic, context, team and re-run to sharpen it.
Fill-in fields explained
epic
describe the outcome and the user
context
system, users, constraints
team
size and skills
sprint length
Your sprint length.
ticket
paste the vague ticket
intent
what you actually want
backlog
paste 5-10 items with current descriptions
team composition
Your team composition.
sprint goal
Your sprint goal.
constraints
dependencies, absences, tech debt
Frequently asked
Which AI models does the User Stories and Backlog Grooming prompt work with?
The User Stories and Backlog Grooming prompts for Product Manager are plain-text and model-agnostic — paste them into ChatGPT (GPT-4o), Claude, Gemini, Llama, or any other chat model.
How do I customize the User Stories and Backlog Grooming prompt for my own use?
Fill in the 10 labelled fields (epic, context, team, …) before copying, or edit the [bracketed] text after you paste.
Are the User Stories and Backlog Grooming prompts for Product Manager free to use?
Yes. Every User Stories and Backlog Grooming prompt here is free to copy and reuse, including for commercial and client work, with no sign-up.