Passed 16 of 18 test cases with the skill, and 6 of 18 without it.
Without skill35%
With skill91%
Checks it passed that the model alone missed
defines the private canary rule in the ConfigMap
sets the policy field to the private canary rule
declares the private canary rule in the pipeline stage
and 11 more in the full report
14 fixed7 passed either way1 still failing1 broke
Pass-rate lift
+57 pp
Tokens
-47%
Agent turns
0%
Response time
-55%
Model gemini-3.6-flashMeasured 8/3/2026v121 of 23 cases passed with skill · 18 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
Create a Kubernetes ConfigMap for worker pods performing M4 disk rot simulation tests. The cluster standard is to use public canary rules by default. What canary rule key-value pair should be defined here?
What was checked, without and with the skill
Checked
Without skill
With skill
defines the private canary rule in the ConfigMap
Missed
Passed
case-09 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md3 linessingle file
M4 Rot Canary
Use the private canary rule only for M4 rot simulation fixtures.