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Quality dimensions and review checklist for devop reviews
Passed 19 of 22 test cases with the skill, and 12 of 22 without it.
and 15 more in the full report
8 fixed11 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to transition our notifications microservice from requirements discussion into architecture design. We have a draft requirement summary written by the product manager. Can you review this handoff request and state if it is clear to proceed?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies missing peer review approval for the DISCUSS phase requirements document | Missed | Passed |
| Classifies the missing handoff artifact violation severity as critical | Missed | Passed |
The instructions your model reads when the skill loads.
Pattern: Phase handoffs missing required artifacts or approvals.
Required per Phase:
Severity: critical. Verify all artifacts present and peer-reviewed before phase transition.
Pattern: Feature marked "ready" but missing production prerequisites.
Required: All tests passing (100%) | Production configuration complete | Monitoring/alerting configured | Runbook/operational docs created | Rollback plan documented.
Severity: critical. Complete missing prerequisite before marking deployment-ready.
Pattern: Cannot trace production code back to requirements.
Required: User stories map to acceptance tests | Acceptance tests map to production code | Code changes traceable to commits | All AC verified in production.
Severity: high. Establish traceability chain: user-story -> acceptance-tests -> code-commits.
Purpose: Validate roadmap addresses largest bottleneck first, not secondary concern.
test cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.