Acceptance criteria · Variant 13
Acceptance Criteria Generator
Turn a user story and its constraints into clear Given, When, Then scenarios, boundary and exception coverage, and a practical acceptance checklist.
Human review required: Use the output as a structured draft. Confirm product intent, permissions, data rules, accessibility, and measurable outcomes with your team.
Review-ready draft
Stories, edge cases, and checklists in Markdown or Jira format.
User story to criteria
Describe the behavior. Get testable outcomes.
Keep inputs concise and specific. Everything is generated in this browser tab and no story text is sent to an AI service or third party.
Coverage prompts
Make acceptance criteria observable.
Strong criteria give the team a shared way to decide whether a story is complete. Add domain-specific rules and examples before sign-off.
State the actor, setup, permissions, data, and preconditions that must be true before the behavior begins.
Describe one observable user action or system event. Avoid combining unrelated behaviors in one scenario.
Describe a measurable outcome: UI state, response, saved data, notification, audit event, or recovery behavior.
Cover empty, minimum, maximum, invalid, duplicate, unauthorized, unavailable, and retry conditions.
What are acceptance criteria?
Acceptance criteria are explicit conditions a story must satisfy before it can be accepted. They align product, design, engineering, and QA around behavior that can be observed and reviewed.
How to use this acceptance criteria generator
- Write the user story in plain language, including the actor, desired action, and outcome.
- Add constraints such as required fields, permission rules, limits, integrations, duplicate handling, and error behavior.
- Generate the draft, inspect the Given/When/Then scenarios, then adapt the edge cases and checklist to your product.
- Copy Markdown into a spec or pull request, or copy Jira text into the story description and review it with the team.
Acceptance criteria checklist
Before sign-off, ask whether the criteria cover the happy path, validation, boundaries, permissions, failure and recovery, data persistence, accessibility, responsive behavior, analytics or audit requirements, and any integration dependencies. Use the test plan template to turn important criteria into release coverage.
Acceptance criteria generator FAQ
Does the generator use AI or upload my story?
No. This page uses local, deterministic templates and keyword checks. Your inputs remain in the current browser tab.
Can I paste the output into Jira?
Yes. Choose the Jira tab, copy the structured text, and adapt the headings to your team’s Jira workflow.
Why is human review required?
A template can surface common cases but cannot know your domain policy, risk appetite, legal requirements, design decisions, or exact data model. A responsible reviewer must confirm the final criteria.