Does it write the full specification?

No. It drafts five examples or fewer, usually the normal path, one boundary and one missing or conflicting case. They start a team conversation; they aren’t complete requirements.

What if the request doesn’t say what should happen?

It writes Outcome to decide with a precise question for the person who can answer. It never fills the gap with what similar products do.

What formats can it use?

A compact example table, or short Given, when, then statements. Both keep the source and status of each example.

Does it write automated tests?

No. It writes no test code, sets no performance thresholds and never claims tests passed. Technical choices stay with your delivery team.

Which plan do I need?

Claude works on any plan, including Free, which allows up to five projects. ChatGPT Work on the web needs Plus, Pro, Business, Enterprise or Edu.

Acceptance Example Writer

Turn feature requests into acceptance examples

Acceptance Example Writer is an AI agent you set up in the ChatGPT or Claude you already use. Paste a feature request and the rules your team has agreed, and it drafts up to five concrete examples, each with its expected result and source, plus the open questions your product owner, developer and tester should settle together.

Pick your AI for the steps and the prompt

About each AI:ChatGPT WorkClaude app

Checked 29 Oct 2026. Not run by JuicyAgents yet. Written from each AI’s official docs; the example is illustrative.

Acceptance Example Writer · reply in the chat

Cancellation examples, 1 outcome for Noor to decide

13:59Follows the approved before-start rule
14:00The outcome remains a question for Noor
14:01Cancellation is unavailable
RefundNo refund behavior is added

Illustrative example: a fictional feature that lets a member cancel a room booking before it starts, with two approved rules, a booking at 14:00 and no decision yet for the exact start time.

How it works

What it does for you, and what it leaves to you.

Product and development teams discover missing or differently understood behavior after a feature request is written. Adding ever longer requirements can still fail when the team has not discussed the same examples.

A few concrete examples may help people notice different interpretations before implementation. Better collaboration and fewer defects remain unproven for this setup. A short conversation around a sketch or a few handwritten examples may be enough. Evidence also points to ownership and communication problems that more documentation cannot solve. Use the output to support a discussion, not to demand an exhaustive specification.

You stay in charge. The product owner, developer and tester discuss the examples and confirm intended behavior. Keep implementation decisions with the delivery team; a generated draft is not approval or complete test coverage.

You get

A short example table, explicit open questions and a discussion draft

It never

Invent the expected behavior where your team hasn’t decided
Write test code, estimates or a long specification
Mark a ticket ready or commit the team to delivery
Send messages or meeting invitations

The examples it drafts

The example above, in words.

A member canceling their own reservation at 13:59 follows the approved before-start rule; at 14:01 cancellation is unavailable. At 14:00 the outcome remains a question for Noor. No refund behavior is added.

Settings

The setup prompt starts with the defaults, marked here.

Example format

Use a compact table or readable Given/When/Then statements. Both distinguish confirmed behavior from questions.

Example table (default)
Given, when, then

Your working rules

Your agreed scope, existing rules and who can decide open behavior. Avoid adding implementation details that the team has not chosen.

Optional. Empty unless you fill it in.

Check the first result

Each setup page has a fictional exercise to paste first. A good answer to it meets all of these.

No refund, estimate or implementation commitment is invented.
Removing an essential input causes a question or a blocked item, not an invented fact.

Questions people ask

Does it write the full specification?: No. It drafts five examples or fewer, usually the normal path, one boundary and one missing or conflicting case. They start a team conversation; they aren’t complete requirements.
What if the request doesn’t say what should happen?: It writes Outcome to decide with a precise question for the person who can answer. It never fills the gap with what similar products do.
What formats can it use?: A compact example table, or short Given, when, then statements. Both keep the source and status of each example.
Does it write automated tests?: No. It writes no test code, sets no performance thresholds and never claims tests passed. Technical choices stay with your delivery team.
Which plan do I need?: Claude works on any plan, including Free, which allows up to five projects. ChatGPT Work on the web needs Plus, Pro, Business, Enterprise or Edu.

Have us set it up

Rather not set it up yourself?

We set up Acceptance Example Writer in your own accounts and the AI you already pay for, test it on your real work, and hand it over with a short walkthrough.

From $299

Runs in your accounts; you own everything
Tested before handover
Money back if we can’t make it work

Request a setup