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Validates system integration before deployment.
Passed 19 of 22 test cases with the skill, and 13 of 22 without it.
and 6 more in the full report
7 fixed12 passed either way2 still failing1 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.
Write a bash diagnostic snippet that loops through local ports 3000, 3001, 5432, 6379, and 8080, outputting an in-use warning if a port is bound or a free indicator if available.
| Checked | Without skill | With skill |
|---|---|---|
| Executes lsof -i command inside a bash loop. | Missed | Passed |
| Redirects command output to dev null when checking exit status. | Passed | Passed |
The instructions your model reads when the skill loads.
Validates system integration before deployment.
Verify all required ports are free.
Test PostgreSQL and Redis connections.
Ensure frontend ↔ backend match.
Detect dead ends, orphan inputs, bottlenecks.
test cases passed, vs 13 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.