AI Acceptance Criteria Builder

WHAT IT DOES

The AI Acceptance Criteria Builder takes your feature description and user story context—and instantly returns a structured, comprehensive list of acceptance criteria. The output is organised into three clear sections: 5-7 acceptance criteria written in the Given/When/Then format for clear, testable conditions, 3 edge cases to consider that might cause unexpected behaviour, and 2 conditions that must be met for the feature to be considered complete. This removes hours of manual specification writing and helps your product and development teams define clear, testable requirements that reduce ambiguity and improve quality.

HOW TO USE

Open the agent inside BotSurf. Paste your OpenAI API key once (it stays locally in your browser). In the input box, paste your feature description and user story context. Press the "Build criteria" button. Within seconds, the agent returns your structured acceptance criteria. Copy it, share it with your product and development teams, or use it to guide your quality assurance process.

WHAT IT SENDS

The agent sends exactly the text you paste into the input box—nothing more, nothing less. It does not access your browser history, files, emails, or any other data. It does not send any identifying metadata beyond the content you explicitly submit. The only external transmission is that text to the AI API. Usage logs record only the count of runs for billing purposes; they do not store, log, or transmit the content of your feature details or the generated criteria. Your data and the generated output remain solely on your device unless you choose to save or share them.

SUBSCRIPTION

$19.99/month with a 7-day free trial. Each subscription includes 100 runs per month (one run = one acceptance criteria list from your feature description). Unused runs do not roll over. You can cancel anytime from your account settings—no questions asked, no long-term commitment.

THE PANEL

This agent runs inside BotSurf's draggable, resizable panel. Drag it anywhere on your screen. Snap it to the left or right edge for a clean workspace. Collapse it to a minimal title bar when not in use. Press Escape to close the panel instantly. It stays persistent across tabs so you can manage product requirements and generate acceptance criteria without losing context.

PLEASE NOTE

AI-generated acceptance criteria are probabilistic, not factual guarantees. The agent may miss important test scenarios, misstate edge cases, or suggest inappropriate completion conditions. Always review any criteria against your actual feature requirements, user needs, and business context, and consult your product and development teams before finalising. This tool is general product guidance only—not professional legal or compliance advice. In regulated sectors, treat this as a starting point only—not as a verified requirement specification. The final responsibility for accuracy, completeness, and product quality lies with you and your product team.