Identify why an AWS API call is denied and what policy element blocks it.
SkillScore87Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/3/2026
What it changes
Passed 20 of 23 test cases with the skill, and 14 of 23 without it.
Without skill61%
With skill87%
Checks it passed that the model alone missed
The response recommends using policy simulation to verify permissions.
The response specifies reverting policy changes back to prior versions.
The response instructs checking CloudTrail logs to inspect the API call failure.
and 5 more in the full report
6 fixed14 passed either way3 still failing0 broke
Pass-rate lift
+26 pp
Tokens
-12%
Agent turns
0%
Response time
-26%
Model gemini-3.6-flashMeasured 8/3/2026v120 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
While triaging an `UnauthorizedOperation` error on `sns:Publish`, an engineer attached `AdministratorAccess` temporarily to test. The underlying issue is fixed. What specific rollback steps must be documented in the post-incident steps?
What was checked, without and with the skill
Checked
Without skill
With skill
The response specifies detaching temporary policies attached during debugging.
Passed
Passed
The response specifies reverting policy changes back to prior versions.
Missed
Passed
case-08 · 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.md46 linessingle file
When to use
Use when you receive AccessDenied, UnauthorizedOperation, or not authorized to perform errors.
Preconditions
You can access the AWS account with permission to inspect IAM and CloudTrail.
You can identify the failing action and, ideally, the principal and resource.
Procedure
Capture the failing API action, resource, region, and principal (role/user).
Look up the corresponding CloudTrail event (or application logs) for context.