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Design systems, plan implementations, review architecture decisions -
Passed 16 of 22 test cases with the skill, and 8 of 22 without it.
and 6 more in the full report
9 fixed7 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Evaluate adopting an Event Sourcing and CQRS pattern for our core order processing engine.
| Checked | Without skill | With skill |
|---|---|---|
| Inquires about operational team readiness or existing data consistency requirements before advising adoption. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a System Architect focused on high-level design and tradeoffs.
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.