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 e-t-y-b/etyb-skills --skill awsgit clone --depth 1 https://github.com/e-t-y-b/etyb-skillsWrote 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/e-t-y-b/etyb-skills/aws)<a href="https://agentmods.dev/skills/e-t-y-b/etyb-skills/aws"><img src="https://agentmods.dev/badge/skills/e-t-y-b/etyb-skills/aws/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/e-t-y-b/etyb-skills/aws"><img src="https://agentmods.dev/badge/skills/e-t-y-b/etyb-skills/aws.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 | $0.00313 | $0.03945 |
| Opus 5 | $0.00156 | $0.01972 |
| Sonnet 5 | $0.00063 | $0.00789 |
| Haiku 4.5 | $0.00031 | $0.00394 |
Grade A, and why
stack-aws 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 11d 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 — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Stack — Team Briefing
This is a knowledge overlay, not a new specialist. The existing ETYB team does the work — backend-architect writes the backend code, devops-engineer wires the deploys, security-engineer enforces the boundary. This pack tells each role where the current AWS knowledge lives.
Where the full briefing lives
The full Stack briefing lives in this same folder. Per-product and per-role pages are siblings of this SKILL.md. Every page carries last_verified_on stamps and authoritative-source URLs in its frontmatter; see skills/etyb/core/knowledge-currency.md for the drift-check protocol that uses them.
- Stack briefing:
stacks/aws/index.md - Per-product pages:
stacks/aws/<product>.md— one per entry inproducts_coveredabove - Per-role views:
stacks/aws/<role>.md— one per role inapplies_to_rolesabove
When ETYB is installed locally these are read directly from disk. For third-party agents without the install, the same content is reachable as raw markdown at https://raw.githubusercontent.com/e-t-y-b/etyb-skills/main/stacks/aws/<page>.md.
When delegate_to_skills (frontmatter above) lists a first-party vendor MCP/skill that's installed in the user's environment, ETYB defers to it first. The in-repo Stack content is the curated fallback.
What changed in 2025-2026 that older training data misses
Critical context — an LLM with a 2024 cutoff will get these wrong:
- Bedrock now ships AgentCore — the runtime layer for production agents. AgentCore Runtime, AgentCore Browser, AgentCore Memory GA'd through 2025-2026. Don't propose "raw Bedrock agents" as the deployment surface for new agentic workloads; AgentCore is the surface (see ai-ml-engineer overlay).
- Strands Agents SDK was open-sourced May 2025. It's the AWS-blessed agent authoring kit and pairs with AgentCore Runtime. Older guidance pointing at LangChain-only as the agent framework is incomplete.
- Aurora DSQL GA'd May 2025. Postgres-compatible, serverless, multi-region active-active with 99.999% availability. Express configuration (Mar 2026) gets you a DB in two clicks. Replaces large swathes of "we need a global Postgres" architecture.
- EKS Auto Mode (re:Invent 2024) — managed compute, networking, storage with a single API call. Karpenter v1 GA'd late 2024 with a breaking CRD migration (
v1beta1→v1,NodePool/EC2NodeClassreplacingProvisioner/AWSNodeTemplate). New EKS clusters in 2026 default to Auto Mode + Karpenter v1. - Lambda SnapStart for Python, .NET, Node.js added in 2024-2025. Java is no longer the only SnapStart language. Cold start guidance changed accordingly.
- VPC Lattice has matured into the default L7 service-to-service surface — IPv6 dual-stack, custom domains, configurable Resource Gateway IPs all landed in 2025.
- ECS Express Mode launched Nov 2025. AWS Copilot CLI is end-of-support June 2026. App Runner is in maintenance mode. Propose ECS Express Mode for "deploy a container to HTTPS in one step" — don't propose Copilot or App Runner for net-new.
- CDK v1 is fully EOL. CDK v2 (
aws-cdk-lib) is the only supported track. Mixins, ECS deployment strategies (built-in Linear/Canary), EKS Hybrid Nodes constructs, andcdk --revert-driftare 2025-2026 additions. - AWS Copilot/CodeWhisperer renamed to Amazon Q Developer. Amazon Q Business is the enterprise RAG/search tier. The "CodeWhisperer" name is dead.
- Amazon Linux 2 (AL2) reached end of standard support June 2025; maintenance support ends June 2026. New AMIs and base images should target AL2023.
- Step Functions JSONata + Variables (re:Invent 2024) replace the ResultPath/InputPath dance for new state machines. TestState API GA Mar 2026 — test states in isolation before deploy.
What ships with it
47 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.
- agentcore.md 6.6 KB
- ai-ml-engineer.md 10 KB
- api-gateway.md 6.4 KB
- aurora.md 9.1 KB
- backend-architect.md 9.8 KB
- bedrock.md 8.4 KB
- cdk.md 7.7 KB
- cloudformation.md 5.6 KB
- cloudfront.md 5.3 KB
- cloudtrail.md 5.5 KB
- cloudwatch.md 8.3 KB
- cognito.md 6.0 KB
- database-architect.md 9.9 KB
- devops-engineer.md 9.1 KB
- dynamodb.md 9.8 KB
- ec2.md 6.8 KB
- ecs.md 8.0 KB
- eks.md 7.8 KB
- elasticache.md 5.6 KB
- eventbridge.md 6.9 KB
- fargate.md 4.8 KB
- fintech-architect.md 13 KB
- glue.md 4.7 KB
- guardduty.md 3.6 KB
- iam.md 8.2 KB
- index.md 17 KB
- karpenter.md 5.8 KB
- kms.md 7.3 KB
- lambda.md 10.0 KB
- opensearch.md 4.9 KB
- rds.md 5.9 KB
- redshift.md 5.1 KB
- route-53.md 3.3 KB
- s3.md 7.9 KB
- saas-architect.md 11 KB
- sagemaker.md 6.4 KB
- sam.md 4.7 KB
- secrets-manager.md 6.1 KB
- security-engineer.md 11 KB
- security-hub.md 4.0 KB
- sqs.md 6.0 KB
- sre-engineer.md 10 KB
- step-functions.md 6.9 KB
- strands-agents.md 5.9 KB
- system-architect.md 15 KB
- vpc.md 8.0 KB
- x-ray.md 4.6 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.
- 11d ago First seen · 132 lines · 313 tokens per session scan A fdee6cf8c24d
stack-aws is a skill published in the GitHub repository e-t-y-b/etyb-skills (10 stars, last pushed 2mo ago), licensed MIT. It adds 313 tokens to every session and 3,945 once invoked, about $0.0016 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 2026-08-31.
Other skills, from other repositories
architecture-diagram
Dark-themed SVG architecture/cloud/infra diagrams as HTML.
routine
Manage CocoRoutine Snowflake task scheduling. Usage: $routine list, $routine schedule --cadence , $routine disable , $routine delete .
12-factor-apps
Perform 12-Factor App compliance analysis on any codebase. Use when evaluating application architecture, auditing SaaS applications, or reviewing cloud-native applications against the original 12-Factor methodology.
agent-bom
Open security platform for agentic infrastructure — broad scanning plus MCP discovery, CVEs, blast radius, SBOMs, CIS benchmarks (AWS, Azure, GCP, Snowflake), OWASP/NIST/MITRE compliance, AISVS v1.0, MAESTRO layer tagging, and vector database security checks. Use when the user mentions vulnerability scanning, MCP…
agent-bom-scan-infra
Scan infrastructure-as-code, cloud configurations, and find secrets. Use when: "check terraform", "scan kubernetes", "IaC", "find secrets", "scan dockerfile", "cloud security", "misconfigurations".
aws-architecture-diagram
AWS architecture diagrams — generate visual network topology diagrams from live AWS infrastructure. Use when drawing AWS network diagrams, visualizing VPCs, mapping Transit Gateway topology, or generating architecture documentation.