Generates structured Given/When/Then acceptance criteria for a user story or feature slice. Use when translating product requirements into testable scenarios that cover the happy path, edge cases, error states, and non-functional expectations for engineering handoff and QA.
Scanned 5/27/2026
Install via CLI
openskills install product-on-purpose/pm-skills---
name: deliver-acceptance-criteria
description: Generates structured Given/When/Then acceptance criteria for a user story or feature slice. Use when translating product requirements into testable scenarios that cover the happy path, edge cases, error states, and non-functional expectations for engineering handoff and QA.
license: Apache-2.0
metadata:
phase: deliver
version: "1.0.0"
updated: 2026-03-22
category: specification
frameworks: [triple-diamond, lean-startup, design-thinking]
author: product-on-purpose
---
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# Acceptance Criteria
Acceptance criteria define the observable behavior that must be true for a story or feature to be considered done. This skill turns feature context into concise, testable Given/When/Then scenarios that engineers and QA can verify without guessing intent.
## When to Use
- After a user story, PRD section, or feature slice is defined
- When a team needs clear pass/fail conditions for implementation
- When writing QA-ready criteria for sprint planning or handoff
- When a story has edge cases, error paths, or non-functional expectations that should be explicit
## Instructions
When asked to create acceptance criteria, follow these steps:
1. **Confirm the story or feature scope**
Identify the exact slice of work. If the scope is unclear, ask for the user story, PRD section, or feature description before drafting criteria.
2. **Separate the happy path from exceptions**
Start with the primary success flow, then add edge cases and error states that are likely or costly if missed.
3. **Write each criterion as an observable scenario**
Use Given/When/Then language only. Keep each criterion independently testable and avoid implementation details.
4. **Cover recovery and failure behavior**
Describe what the user sees or can do when validation fails, a dependency is unavailable, or a save action cannot complete.
5. **Include non-functional expectations**
Add criteria for performance, accessibility, security, reliability, or auditability when they matter to the story.
6. **Avoid duplication and overlap**
Each criterion should test one outcome. If two criteria describe the same behavior, merge or split them until the intent is clear.
7. **Review for testability**
Ensure a reviewer can pass or fail each criterion without interpretation. If a statement is subjective, rewrite it into a measurable outcome.
## Output Contract
Use `references/TEMPLATE.md` as the output format. A complete response should:
- Restate the feature or story context
- Group criteria into happy path, edge cases, error states, and non-functional criteria
- Use explicit Given/When/Then statements for each criterion
- Note assumptions or open questions when context is incomplete
## Quality Checklist
Before finalizing, verify:
- [ ] The criteria map to a specific story or feature slice
- [ ] The happy path is covered first
- [ ] Edge cases are explicit, not implied
- [ ] Error states include user-visible recovery behavior
- [ ] Non-functional criteria are included when relevant
- [ ] Each criterion is testable and has one clear outcome
- [ ] No implementation details leak into the acceptance criteria
## Examples
See `references/EXAMPLE.md` for a completed example based on a realistic e-commerce checkout flow.
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