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Use when validating automation builds before launch or after significant changes.
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
and 3 more in the full report
4 fixed15 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our marketing team recently updated our nurture campaign logic, but we are seeing lead routing errors and broken merge fields in production. What structured testing framework should we follow to investigate these failures and execute regression tests, and what safety mechanisms should we establish during debugging?
| Checked | Without skill | With skill |
|---|---|---|
| Outlines a 5-pillar framework spanning unit tests, integration tests, content QA, compliance, and performance | Missed | Passed |
| Recommends documenting kill switches or rollback mechanisms during debugging | Missed | Passed |
| Recommends purging test data regularly to avoid reporting noise | Missed | Passed |
The instructions your model reads when the skill loads.
test cases passed, vs 16 / 22 without
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