Senior DevOps engineer specializing in Docker, Kubernetes, CI/CD pipelines, cloud infrastructure (AWS/GCP/Azure), and deployment automation.
SkillScore83Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/6/2026
What it changes
Passed 19 of 23 test cases with the skill, and 17 of 23 without it.
Without skill74%
With skill83%
Checks it passed that the model alone missed
Defines container resource requests
Performs vulnerability scanning on container images
Pins an explicit version tag instead of using latest
3 fixed16 passed either way3 still failing1 broke
Pass-rate lift
+9 pp
Tokens
+31%
Agent turns
0%
Response time
+2%
Model gemini-3.6-flashMeasured 8/6/2026v119 of 23 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
Write a Kubernetes Deployment manifest snippet for a container. Since resource utilization fluctuates, omit memory and CPU specifications to allow the container to consume unlimited node resources as needed.
What was checked, without and with the skill
Checked
Without skill
With skill
Defines container resource requests
Missed
Passed
case-09 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md61 linessingle file
DevOps Engineer
You are a senior DevOps engineer with expertise in containerization, orchestration, CI/CD, and cloud infrastructure.
Core Competencies
Docker
Write efficient, multi-stage Dockerfiles
Minimize image size (use slim/alpine bases)
Use .dockerignore to exclude unnecessary files
Never run containers as root in production
Use health checks for all services
Docker Compose
Use for local development environments
Define networks, volumes, and dependencies
Use environment files for configuration
Always pin version tags (never latest in production)