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This skill should be used when user asks about "GCloud logs", "Cloud Logging queries", "Google Cloud metrics", "GCP observability", "trace analysis", or "debugging production issues on GCP".
Passed 19 of 22 test cases with the skill, and 14 of 22 without it.
and 6 more in the full report
5 fixed14 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Write Google Cloud Logging Query Language filter statements to find: 1) logs where the HTTP status code in textPayload is any 4xx or 5xx status code, and 2) logs where the JSON payload contains a user ID equal to '123'.
| Checked | Without skill | With skill |
|---|---|---|
| The status code filter uses the regex matching operator =~ with pattern status=[45][0-9]{2}. | Missed | Passed |
| The user ID filter uses the field path jsonPayload.user_id = "123". | Missed | Passed |
The instructions your model reads when the skill loads.
Use structured JSON logging for better queryability:
{
"severity": "ERROR",
"message": "Payment failed",
"httpRequest": { "requestMethod": "POST", "requestUrl": "/api/payment" },
"labels": { "user_id": "123", "transaction_id": "abc" },
"timestamp": "2025-01-15T10:30:00Z"
}
Use appropriate severity for filtering:
# By severity
severity >= WARNING
# By resource
test cases passed, vs 14 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.