Product Test

Product Test

Use this skill to define the observable behavior that must be true for a story or feature to be considered done. It turns product context into concise, testable Given/When/Then scenarios that engineers and QA can verify without guessing intent.

Do not use this skill to write a full PRD, redesign the feature, break work into engineering tasks, write implementation plans, run tests, write automation code, or create exhaustive test suites. Stay focused on product-level acceptance scenarios for a specific story, feature slice, or behavior.

When To Use

• A user story, PRD section, or feature slice already exists.
• The team needs clear pass/fail conditions before or during implementation.
• QA needs explicit happy path, edge case, error state, or non-functional scenarios.
• A story is too vague and needs observable done conditions.

If the feature scope is unclear, ask for the smallest missing context before drafting criteria.

Instructions

1. Confirm the slice: identify the exact story, workflow, user role, or behavior being accepted.
2. Capture inputs and assumptions: list source material, scope boundaries, and missing context.
3. Separate scenario types: cover happy path first, then edge cases, error states, and non-functional expectations.
4. Use stable acceptance IDs and Given/When/Then only: each criterion should be independently testable and observable so engineering evidence can map back to it.
5. Describe recovery behavior: when validation fails or a dependency breaks, state what the user sees and how they can recover.
6. Avoid implementation leakage: do not mention internal classes, tables, functions, or code paths unless the acceptance surface is technical by nature.
7. Review for pass/fail clarity: rewrite subjective criteria into measurable outcomes.
8. End with handoff: state what is ready for QA or engineering, what still needs clarification, and the observable evidence surface for each acceptance ID without prescribing implementation details.

Output Format

Use the product test template as the default structure. Keep scenarios concise and avoid duplicate coverage.

Required Boundaries

• Do not invent product behavior that is not implied by the source material. Mark assumptions clearly.
• Do not convert every possible test case into acceptance criteria; focus on story-level pass/fail behavior.
• Do not include implementation instructions, file names, commands, or detailed QA automation steps.
• Do not use vague outcomes such as "works correctly" or "is user-friendly"; make the observable result explicit.
• If current legal, pricing, policy, or platform behavior affects acceptance, verify sources before relying on it.

Quality Checklist

Before finalizing, verify:

• Criteria map to a specific story, feature slice, or behavior.
• Happy path appears before edge cases and error states.
• Each criterion has one clear observable outcome.
• Error states include user-visible recovery behavior.
• Non-functional criteria are included when relevant.
• Assumptions and open questions are visible.
• No implementation details leak into acceptance criteria.
• Acceptance IDs can be mapped one-to-one to an engineering evidence matrix.