ac-to-examples

What problem does it solve?

This Skill transforms abstract Acceptance Criteria (ACs) written in a Given-When-Then format into concrete, easy-to-understand examples with specific data and steps, making them accessible to non-technical stakeholders and directly usable for manual testing.

Core Features & Use Cases

• Concrete Examples: Converts abstract conditions (e.g., "valid credentials") into specific data (e.g., "email: test@example.com, password: Pass123!").
• Actionable Steps: Breaks down abstract actions (e.g., "submit login") into detailed, sequential operations (e.g., "1. Enter email, 2. Enter password, 3. Click login").
• Observable Results: Clarifies abstract outcomes (e.g., "show success message") into verifiable phenomena (e.g., "green banner at top displays 'Login successful...'").
• Use Case: A Product Manager has written ACs for a new feature, but the QA team finds them too vague to test. This Skill generates specific test data and steps for each AC, allowing QA to immediately start manual testing and the PM to easily verify the expected outcomes.

Quick Start

Use the ac-to-examples skill to generate concrete examples for the acceptance criteria in the requirements document.