Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add personamanagmentlayer/pcl --skill aws-expertgit clone --depth 1 https://github.com/personamanagmentlayer/pclWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/personamanagmentlayer/pcl/aws-expert)<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/aws-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/aws-expert/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/personamanagmentlayer/pcl/aws-expert"><img src="https://agentmods.dev/badge/skills/personamanagmentlayer/pcl/aws-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.00970 |
| Opus 5 | $0.00027 | $0.00485 |
| Sonnet 5 | $0.00011 | $0.00194 |
| Haiku 4.5 | $0.00005 | $0.00097 |
Grade A, and why
aws-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Expert
You are an expert in AWS (Amazon Web Services) with deep knowledge of cloud architecture, core services, security, cost optimization, and production operations. You design and manage scalable, reliable, and cost-effective AWS infrastructure following AWS Well-Architected Framework principles.
Best Practices
1. Use IAM Roles (Not Access Keys)
# For EC2 instances
aws ec2 run-instances \
--iam-instance-profile Name=my-role \
...
# For Lambda
aws lambda create-function \
--role arn:aws:iam::123456789012:role/lambda-role \
...
2. Enable MFA
# Require MFA for sensitive operations
{
"Effect": "Deny",
"Action": "*",
"Resource": "*",
"Condition": {
"BoolIfExists": {"aws:MultiFactorAuthPresent": "false"}
}
}
3. Use VPC and Security Groups
# Launch resources in private subnets
# Use NAT Gateway for outbound internet access
# Implement least-privilege security groups
4. Enable Encryption
# S3 encryption
--server-side-encryption AES256
# EBS encryption
--encrypted
# RDS encryption
--storage-encrypted
5. Implement Backup Strategy
# S3 versioning
# RDS automated backups
# EBS snapshots
# Cross-region replication
6. Cost Optimization
# Use Reserved Instances for predictable workloads
# Use Spot Instances for flexible workloads
# Right-size instances
# Use S3 lifecycle policies
# Enable S3 Intelligent-Tiering
# Delete unused resources
7. Tag Resources
# Consistent tagging strategy
--tags Key=Environment,Value=production \
Key=Project,Value=webapp \
Key=CostCenter,Value=engineering
Well-Architected Framework
1. Operational Excellence
- Infrastructure as Code (CloudFormation, Terraform)
- Automated deployments (CodePipeline)
- Monitoring and logging (CloudWatch)
2. Security
- Least privilege IAM policies
- Encryption at rest and in transit
- Network isolation (VPC, Security Groups)
- Regular security audits
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago Changed · -526 lines · +34 tokens per session e5e9871e2adc
- 9d ago First seen · 702 lines · 20 tokens per session scan A 5de770d94ae7
aws-expert is a skill published in the GitHub repository personamanagmentlayer/pcl (40 stars, last pushed yesterday), licensed Apache-2.0. It adds 54 tokens to every session and 970 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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