Turn a rough feature idea into clear, testable acceptance criteria — Given / When / Then, non-functional requirements, and the edge cases most teams forget. Written the way a disciplined Product Owner would.
Acceptance Criteria Generator
Live · Claude API
Describe what you want to build in plain language. A sentence or a paragraph — the messier the better, that's what this is for.
Paste titles + one-line summaries of stories or epics already in your backlog. If this looks like a duplicate, we'll flag it — nothing gets merged or blocked automatically, you make the call.
Structured as a user story with Given/When/Then acceptance criteria.
Thinking through the scenarios
Generated Acceptance Criteria
Built with the Anthropic Claude API — a working tool, not a mockup.