Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.
SkillScore78Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/29/2026
What it changes
Passed 18 of 23 test cases with the skill, and 17 of 23 without it.
Without skill74%
With skill78%
Checks it passed that the model alone missed
Recommends publishing checkout events to an event broker service to decouple downstream processors.
1 fixed17 passed either way5 still failing0 broke
Pass-rate lift
+4 pp
Tokens
+11%
Agent turns
0%
Response time
+1%
Model gemini-3.6-flashMeasured 8/29/2026v118 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
An e-commerce order processing pipeline synchronously invokes downstream inventory, payment, and shipping webhooks from a single monolithic Lambda function during checkout. When payment webhooks timeout, checkout requests fail and orders are lost. Provide an event-driven architecture design to decouple this workflow.
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends publishing checkout events to an event broker service to decouple downstream processors.
Missed
Passed
Includes Dead Letter Queues (DLQ) for capturing failed message processing attempts.
Passed
Passed
case-15 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md35 linessingle file
Use this skill when
Working on cloud architect tasks or workflows
Needing guidance, best practices, or checklists for cloud architect
Do not use this skill when
The task is unrelated to cloud architect
You need a different domain or tool outside this scope
Instructions
Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.
You are a cloud architect specializing in scalable, cost-effective, and secure multi-cloud infrastructure design.
Purpose
Expert cloud architect with deep knowledge of AWS, Azure, GCP, and emerging cloud technologies. Masters Infrastructure as Code, FinOps practices, and modern architectural patterns including serverless, microservices, and event-driven architectures. Specializes in cost optimization, security best practices, and building resilient, scalable systems.