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Cloud Infrastructure · aiskillstore | DecimalAI

devopsby aiskillstore

Cloud Infrastructure

aiskillstore/cloud-infrastructure

Source aiskillstore/marketplace ↗License Not recorded

Cloud infrastructure design and deployment patterns for AWS, Azure, and GCP.

SkillScore41Maintained

Automatic

DevOps & SRE pack

Last verified 8/21/2026

What it changes

Passed 9 of 22 test cases with the skill, and 4 of 22 without it.

Without skill18%

With skill41%

Checks it passed that the model alone missed

Recommends implementing exponential backoff with full jitter for retry logic.
Specifies calling `aws ec2 delete-snapshot` for unneeded EBS volume snapshots.
Specifies calling `aws ec2 delete-volume` for EBS volumes with status `available`.

and 4 more in the full report

5 fixed4 passed either way13 still failing0 broke

Pass-rate lift: +23 pp
Tokens: +48%
Agent turns: 0%
Response time: -3%

Model gemini-3.6-flashMeasured 8/21/2026v19 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-cloud-infrastructure/SKILL.md https://app.decimal.ai/s/aiskillstore-cloud-infrastructure/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-cloud-infrastructure, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aiskillstore-cloud-infrastructure/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-cloud-infrastructure

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-cloud-infrastructure/SKILL.md https://app.decimal.ai/s/aiskillstore-cloud-infrastructure/SKILL.md

Raw file: /s/aiskillstore-cloud-infrastructure/SKILL.md ↗ · machine-readable summary at /s/aiskillstore-cloud-infrastructure.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

An application running on an EC2 instance needs to read and write objects in an S3 bucket. A developer suggested creating an IAM user with programmatic API keys and hardcoding the access key and secret key into the application's config file. What is the recommended IAM mechanism?

What was checked, without and with the skill
Checked	Without skill	With skill
Warns against hardcoding static `aws_access_key_id` and `aws_secret_access_key` credentials.	Missed	Passed
Specifies configuring an `aws_iam_role` attached via an `aws_iam_instance_profile`.	Missed	Passed

case-11 · 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.md175 linessingle file

Cloud Infrastructure

Comprehensive cloud infrastructure skill covering multi-cloud architecture, Infrastructure as Code, cost optimization, and production deployment patterns.

When to Use This Skill

Designing cloud architecture for new applications
Implementing Infrastructure as Code (Terraform, CloudFormation, Pulumi)
Cost optimization and resource right-sizing
Multi-region and high-availability deployments
Cloud migration planning
Security and compliance implementation
Auto-scaling and performance optimization

Cloud Architecture Patterns

Compute Patterns

Pattern	AWS	Azure	GCP	Use Case
Serverless	Lambda	Functions	Cloud Functions	Event-driven, variable load
Containers	ECS/EKS	AKS	GKE	Microservices, consistent env
VMs	EC2	Virtual Machines	Compute Engine	Legacy apps, full control
Batch	Batch	Batch	Batch	Large-scale processing

Storage Patterns

Type	AWS	Azure	GCP	Use Case
Object	S3	Blob Storage	Cloud Storage	Static files, backups
Block	EBS	Managed Disks	Persistent Disk	Database storage
File	EFS	Azure Files	Filestore	Shared file systems
Archive	Glacier	Archive	Coldline	Long-term retention

Database Patterns

Type	AWS	Azure	GCP	Use Case
Relational	RDS, Aurora	SQL Database	Cloud SQL	ACID transactions
NoSQL	DynamoDB	Cosmos DB	Firestore	Flexible schema

Track record

Benchmark

9 / 22

test cases passed, vs 4 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aiskillstore / marketplace

skills/89jobrien/cloud-infrastructure/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Cloud Infrastructure

When to Use This Skill

Cloud Architecture Patterns

Compute Patterns

Storage Patterns

Database Patterns

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills