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Definition of Ready checklist criteria, antipattern detection patterns, UAT quality rules, and domain language enforcement for product owner review
Passed 21 of 22 test cases with the skill, and 14 of 22 without it.
and 4 more in the full report
7 fixed14 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Evaluate Item 2 compliance for this persona statement: 'David Chen, tier-2 support agent handling high-priority escalation tickets from enterprise client accounts.' Determine pass/fail status against persona readiness guidelines.
| Checked | Without skill | With skill |
|---|---|---|
| Evaluates Item 2 (User/Persona with Specific Characteristics) as a pass. | Passed | Passed |
| Notes presence of named individual, specific role, and operational context. | Missed | Passed |
The instructions your model reads when the skill loads.
All items must PASS with evidence. Each FAIL blocks handoff.
Domain language (not technical), describes real user pain, testable. Pass: "Maria wastes 30 seconds typing credentials on every visit" Fail: "Users need authentication" | "Implement login feature"
Real name, specific role, clear context. Pass: "Maria Santos, returning customer (2+ orders), using trusted MacBook" Fail: "User" | "Customer" | "End user" | "Authenticated user"
Min 3 examples, real names (not user123), real values, different scenarios (happy/edge/error). Pass: "Example 1: Maria on MacBook, 5 days since login, goes to dashboard" Fail: "User logs in successfully" | "Test with valid credentials"
Given/When/Then format, 3-7 scenarios, real data, covers happy + edge. Pass: "Given Maria authenticated on 'MacBook-Home' 5 days ago..." Fail: "Test login works" | "Given a user When they login Then success"
Checkable (checkbox), traceable to UAT, outcome-focused (not implementation). Pass: "Sessions older than 30 days require re-authentication" Fail: "Use JWT tokens" | "System should work correctly"
Effort estimate provided, scenario count in range, single demonstrable outcome. Pass: 2 days, 5 UAT scenarios, demoed in single session Fail: >7 scenarios | >3 days | multiple distinct outcomes
Dependencies listed, risks identified, architectural considerations noted. Pass: "Requires JWT token storage, GDPR cookie consent integration" Fail: no technical notes section
test cases passed, vs 14 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.