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 agentmods add skills/jpoutrin/product-forge/aws-cloudnpx skills add jpoutrin/product-forge --skill aws-cloudgit clone --depth 1 https://github.com/jpoutrin/product-forgeWhat 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 | $0.00040 | $0.00440 |
| Opus 5 | $0.00020 | $0.00220 |
| Sonnet 5 | $0.00008 | $0.00088 |
| Haiku 4.5 | $0.00004 | $0.00044 |
Grade A, and why
aws-cloud 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 3d 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.
What it actually says
AWS Cloud Skill
This skill provides AWS architecture patterns and best practices.
Core Services
| Service | Use Case |
|---|---|
| EC2 | Virtual servers |
| Lambda | Serverless functions |
| S3 | Object storage |
| RDS | Managed databases |
| ECS/EKS | Container orchestration |
| CloudFront | CDN |
| Route 53 | DNS |
Well-Architected Framework
- Operational Excellence - Automation, monitoring
- Security - IAM, encryption, compliance
- Reliability - Multi-AZ, backups, DR
- Performance - Right-sizing, caching
- Cost Optimization - Reserved instances, spot
Terraform Patterns
# VPC with public/private subnets
module "vpc" {
source = "terraform-aws-modules/vpc/aws"
name = "my-vpc"
cidr = "10.0.0.0/16"
azs = ["us-east-1a", "us-east-1b"]
private_subnets = ["10.0.1.0/24", "10.0.2.0/24"]
public_subnets = ["10.0.101.0/24", "10.0.102.0/24"]
enable_nat_gateway = true
}
Security Best Practices
- Use IAM roles, not access keys
- Enable MFA for root and IAM users
- Encrypt data at rest (KMS)
- Use VPC for network isolation
- Enable CloudTrail for audit
- Use Security Groups as firewalls
Cost Optimization
- Use Reserved Instances for steady workloads
- Use Spot Instances for flexible workloads
- Right-size instances based on metrics
- Use S3 lifecycle policies
- Enable Cost Explorer alerts
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.
- 3d ago First seen · 65 lines · 40 tokens per session scan A 952ac5cdc9da
aws-cloud is a skill published in the GitHub repository jpoutrin/product-forge (15 stars, last pushed 6mo ago), licensed MIT. It adds 40 tokens to every session and 440 once invoked, about $0.0002 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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