PromptProductUpdated January 12, 2026

Acceptance Criteria Generator

Generate comprehensive, testable acceptance criteria for user stories and features.

Prompt

Generate acceptance criteria for [user story/feature].

Context:
- User story/feature: [describe]
- User goal: [describe]
- Technical context: [describe]

Provide:

1. Acceptance Criteria Overview
   - Feature description
   - User story (if applicable)
   - Definition of done

2. Happy Path Criteria
   - Primary user flow
   - Step-by-step success criteria
   - Expected outcomes
   - Success indicators

3. Edge Cases
   - Boundary conditions
   - Unusual inputs
   - Extreme scenarios
   - Special cases

4. Error Handling
   - Error scenarios
   - Error messages
   - Recovery paths
   - User feedback

5. Validation Rules
   - Input validation
   - Business rule validation
   - Data validation
   - Permission validation

6. State Management
   - Initial state
   - State transitions
   - Final state
   - State persistence

7. UI/UX Requirements
   - Visual requirements
   - Interaction requirements
   - Responsive requirements
   - Accessibility requirements

8. Performance Criteria
   - Load time requirements
   - Response time requirements
   - Throughput requirements
   - Resource usage limits

9. Integration Criteria
   - API integration
   - Third-party services
   - Data synchronization
   - External dependencies

10. Testing Requirements
    - Unit test requirements
    - Integration test requirements
    - E2E test requirements
    - Manual test scenarios

Format as specific, testable acceptance criteria ready for development and QA.

How to use

1Replace [user story/feature] and [describe] placeholders with your specific details
2Describe the user story/feature: Replace [User story/feature] with your feature (e.g., "User profile update" or "Checkout flow")
3Describe user goal: Replace [User goal] with what users want to achieve (e.g., "Update profile information quickly")
4Describe technical context: Replace [Technical context] with technical details (e.g., "React component, REST API, PostgreSQL database")
5If you have user story: Paste your user story. Say "User story: [paste story]"
6If you have requirements: Paste feature requirements. Say "Feature requirements: [paste requirements]"
7Paste the modified prompt into your preferred AI tool, like ChatGPT or Claude
8Review the acceptance criteria: Check happy path, edge cases, error handling, and validation rules
9Verify testability: Ensure all acceptance criteria are specific and testable
10Ask for refinements: Request "Add more edge cases" or "Expand error handling" or "Detail validation rules"
11Export to your tool: Copy the acceptance criteria to Jira, Linear, or your product management tool

Pro Tips

• Specify user story format: Mention "Agile user story format" or "Given-When-Then format" if you prefer a specific format
• Include technical context: Mention your tech stack (e.g., "React, TypeScript, REST API") so AI includes relevant technical criteria
• Request prioritization: Ask "Prioritize acceptance criteria (P0/P1/P2)" for critical vs nice-to-have criteria
• For complex features: Break down complex features into smaller acceptance criteria sets
• Save as template: Reuse the acceptance criteria structure for future user stories

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