Apply and enforce cloud resource tagging strategies across AWS, Azure, GCP, and Kubernetes for cost allocation, ownership tracking, compliance, and automation.
NewMaintained
Automatic
◆DevOps & SRE pack
Last verified 8/21/2026
What it changes
Passed 12 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill55%
Checks it passed that the model alone missed
Sets monitor_type to DIMENSIONAL
Executes az consumption usage list
Filters output using --query referencing tags.Project
and 1 more in the full report
3 fixed9 passed either way6 still failing4 broke
Pass-rate lift
-5 pp
Tokens
+192%
Agent turns
0%
Response time
0%
Model gemini-3.6-flashMeasured 8/21/2026v112 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
We want to set up an AWS Cost Explorer anomaly monitor that specifically tracks unusual spending spikes for resources tagged with `Project = ecommerce`. What Terraform resource type configures this dimensional tag-based monitor?
What was checked, without and with the skill
Checked
Without skill
With skill
Uses the aws_ce_anomaly_monitor resource type
Passed
Passed
Sets monitor_type to DIMENSIONAL
Missed
Passed
case-12 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md454 lines6 filesincludes scripts
Resource Tagging
Apply comprehensive cloud resource tagging strategies to enable cost allocation, ownership tracking, compliance enforcement, and infrastructure automation across multi-cloud environments.
Purpose
Resource tagging provides the foundational metadata layer for cloud governance. Tags enable precise cost allocation (reducing unallocated spend by up to 80%), rapid ownership identification, compliance scope definition, and automated lifecycle management. Without proper tagging, cloud costs become untrackable, security incidents lack context, and automation policies fail to target resources effectively.
When to Use
Use resource tagging when:
Implementing cloud governance frameworks for cost allocation and accountability
Building FinOps practices requiring spend visibility by team, project, or department
Enforcing compliance requirements (PCI, HIPAA, SOC2) through automated policies
Setting up automated resource lifecycle management (backup, monitoring, shutdown)
Managing multi-tenant or multi-project cloud environments
Implementing disaster recovery and backup policies based on criticality
Tracking resource ownership for security incident response
Optimizing cloud costs through spend analysis and showback/chargeback
Minimum Viable Tagging Strategy
Start with the "Big Six" required tags for all cloud resources: