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Free Acceptance Criteria Generator for Jira

Paste a rough feature note or user story and generate testable acceptance criteria in Given/When/Then, checklist, or both formats. Built for Jira tickets, backlog refinement, and QA handoff.

Given/When/Then

BDD-style scenarios for behavior and edge cases.

Checklist output

Simple Jira-ready criteria for product and QA review.

Quality score

Checks actors, outcomes, errors, and open questions.

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Step 1

Short prompt or long transcript both work.

Need a quick start?

Step 2

Tune output

Step 3

Built for speed and fewer QA surprises.

Example input

Paste something rough. The generator will structure it into testable criteria and flag clarifications.

User can filter products by category and price. Results must update in under 2 seconds. Show an empty state when no products match. Needs to work for logged-in shoppers on mobile and desktop.

What the generator creates

Given/When/Then

Best for workflows, QA automation, and behavior that needs clear preconditions.

Given the shopper is viewing products
When they filter by category and price
Then matching products are shown
And results update in under 2 seconds

Checklist format

Best for Jira tickets where the team wants quick, scannable acceptance conditions.

- [ ] User can filter by category
- [ ] User can filter by price
- [ ] Empty state appears for no matches
- [ ] Mobile and desktop are supported

When to use each format

FormatUse it forBest next step
Given/When/ThenUser flows, behavior rules, BDD, automation-ready scenariosReview with QA and Product Owner
ChecklistSimple stories, non-UI work, Jira tickets, quick refinementConfirm missing edge cases
BothImportant stories where behavior and QA coverage both matterCopy to Jira and refine with the team

What makes good acceptance criteria?

  • Testable - a QA engineer can write a test case from each criterion
  • Specific - no ambiguity about what "done" means
  • Written before dev starts - not after, when it becomes documentation
  • Covers error states - not just the happy path
  • Agreed by the whole team - dev, QA, and product all sign off
  • Behavior-focused - describes what should happen, not how to build it

Frequently Asked Questions

Is this acceptance criteria generator free?

Yes. It is free, requires no login, and you can generate Jira-ready acceptance criteria directly in the browser.

Can I paste rough feature notes?

Yes. Paste a short feature idea, rough user story, Jira note, or backlog refinement note. The generator turns it into Given/When/Then scenarios, checklist criteria, or both.

Does this generate Given/When/Then acceptance criteria?

Yes. You can choose Given/When/Then only, checklist only, or both formats. Given/When/Then is useful for behavior-driven workflows, while checklist format is easier for many Jira teams.

Can I paste the output into Jira?

Yes. The output is formatted in Markdown-style sections that are easy to paste into Jira descriptions, acceptance criteria fields, or comments.

Does the tool use AI?

The current Local mode uses deterministic parsing in your browser. AI mode is planned, but the current generator is already useful for fast first drafts and quality checks.

What is the Criteria Quality Score?

The quality score checks whether the criteria include clear actors, testable outcomes, error handling, measurable signals, and clarification prompts before you copy them to Jira.

Should I edit the generated criteria?

Yes. Treat the result as a strong first draft. Confirm business rules, edge cases, data requirements, and Product Owner expectations before development starts.