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 san-npm/skills-ws --skill aws-production-deploygit clone --depth 1 https://github.com/san-npm/skills-wsWrote 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/san-npm/skills-ws/aws-production-deploy)<a href="https://agentmods.dev/skills/san-npm/skills-ws/aws-production-deploy"><img src="https://agentmods.dev/badge/skills/san-npm/skills-ws/aws-production-deploy/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/san-npm/skills-ws/aws-production-deploy"><img src="https://agentmods.dev/badge/skills/san-npm/skills-ws/aws-production-deploy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00095 | $0.00670 |
| Opus 5.5 | $0.00038 | $0.00268 |
| Sonnet 5.5 | $0.00019 | $0.00134 |
| Haiku 4.5 | $0.00010 | $0.00067 |
Grade A, and why
aws-production-deploy 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 2mo 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 — 30 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Production Deploy
Production-grade AWS infrastructure patterns. Not hello-world — real modules you'd ship to production with VPC isolation, ECS Fargate, RDS, CloudFront, and full CI/CD.
Safety gate
Before executing commands or changing external systems, confirm scope, credentials, target environment, rollback, and required approval. Pin and verify third-party artifacts; never expose secrets to client code or logs.
Reference guide
Read only the references needed for the current request:
- Architecture Overview: references/architecture-overview.md
- 1. VPC with Proper Network Isolation — Terraform: references/1-vpc-with-proper-network-isolation-terraform.md
- 2. ECS Fargate with Auto-Scaling: references/2-ecs-fargate-with-auto-scaling.md
- 3. RDS Aurora with Read Replicas: references/3-rds-aurora-with-read-replicas.md
- 4. CloudFront + S3 + WAF: references/4-cloudfront-s3-waf.md
- 5. CI/CD — GitHub Actions to ECS: references/5-ci-cd-github-actions-to-ecs.md
- 6. Monitoring & Cost Alerts: references/6-monitoring-cost-alerts.md
- 7. Database Migration Strategy: references/7-database-migration-strategy.md
- 8. CDK Alternative: references/8-cdk-alternative.md
- 9. Cost Optimization: references/9-cost-optimization.md
- 10. Debugging ECS in Production: references/10-debugging-ecs-in-production.md
- 11. Terraform Remote State (do this first): references/11-terraform-remote-state-do-this-first.md
- 12. Production Guardrails (don't skip these): references/12-production-guardrails-don-t-skip-these.md
What ships with it
14 files 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.
- agents/openai.yaml 213 B
- references/1-vpc-with-proper-network-isolation-terraform.md 5.2 KB
- references/10-debugging-ecs-in-production.md 1.1 KB
- references/11-terraform-remote-state-do-this-first.md 1.8 KB
- references/12-production-guardrails-don-t-skip-these.md 4.4 KB
- references/2-ecs-fargate-with-auto-scaling.md 17 KB
- references/3-rds-aurora-with-read-replicas.md 4.3 KB
- references/4-cloudfront-s3-waf.md 6.7 KB
- references/5-ci-cd-github-actions-to-ecs.md 5.7 KB
- references/6-monitoring-cost-alerts.md 2.0 KB
- references/7-database-migration-strategy.md 1.2 KB
- references/8-cdk-alternative.md 2.5 KB
- references/9-cost-optimization.md 2.2 KB
- references/architecture-overview.md 1.5 KB
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.
- 2mo ago First seen · 30 lines · 95 tokens per session scan A 3f925c3841f9
aws-production-deploy is a skill published in the GitHub repository san-npm/skills-ws (4 stars, last pushed 1mo ago), licensed MIT. It adds 95 tokens to every session and 670 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-31.
aws-production-deploy compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aws-production-deploysan-npm/skills-ws | Skill | 4 | 1mo ago | MIT | A | 95 | Codex |
| openshell-cliNVIDIA/OpenShell | Skill | 21k | yesterday | Apache-2.0 | A | 134 | Claude Code, Codex |
| azd-deploymentsickn33/agentic-awesome-skills | Skill | 49k | yesterday | MIT | A | 29 | Claude Code |
| cdf-orchestration-setupNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 105 | Codex |
| langbot-deploylangbot-app/LangBot | Skill | 19k | yesterday | Apache-2.0 | B | 104 | Claude Code, Codex |
| compute-env-setupcompanion-inc/feynman | Skill | 10k | 6d ago | MIT | A | 45 | Claude Code, Codex |
| agent-bomLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 99 | Claude Code, Codex |