Investigate rapid SLO burn and identify whether the driver is errors, latency, or availability.
SkillScore82Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/3/2026
What it changes
Passed 18 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill82%
Checks it passed that the model alone missed
Requires confirming that alert conditions clear completely
Identifies missing telemetry as a cause of false error budget burn alerts
Breaks down impact by endpoint and customer segment alongside region and dependency
and 4 more in the full report
4 fixed14 passed either way3 still failing1 broke
Pass-rate lift
+14 pp
Tokens
-33%
Agent turns
0%
Response time
-54%
Model gemini-3.6-flashMeasured 8/3/2026v118 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
The mobile backend service burn alert fired. The team wants to look exclusively at global CPU utilization graphs across cluster nodes. What breakdown dimensions should be analyzed to properly isolate the driver?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies breaking down metrics by endpoint, region, customer segment, and dependency
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.md41 linessingle file
When to use
Use when burn alerts fire or SLO dashboards show accelerated error budget consumption.
Preconditions
The SLO definition and signals are known (good/bad events or latency threshold).
Procedure
Confirm the SLO signal and the burn window.
Identify whether burn is driven by errors, latency, or missing telemetry.
Break down by endpoint, region, customer segment, and dependency.
Correlate with deploys, config changes, and incidents.
Choose the fastest mitigation that reduces burn (rollback, disable, scale, failover).
Decision points
Telemetry missing: fix instrumentation/pipeline to avoid false burn.