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 ulises-jeremias/agent-toolkit --skill aws-well-architected-reviewgit clone --depth 1 https://github.com/ulises-jeremias/agent-toolkitWrote 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/ulises-jeremias/agent-toolkit/aws-well-architected-review)<a href="https://agentmods.dev/skills/ulises-jeremias/agent-toolkit/aws-well-architected-review"><img src="https://agentmods.dev/badge/skills/ulises-jeremias/agent-toolkit/aws-well-architected-review/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/ulises-jeremias/agent-toolkit/aws-well-architected-review"><img src="https://agentmods.dev/badge/skills/ulises-jeremias/agent-toolkit/aws-well-architected-review.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 | $0.00055 | $0.00678 |
| Opus 5 | $0.00028 | $0.00339 |
| Sonnet 5 | $0.00011 | $0.00136 |
| Haiku 4.5 | $0.00006 | $0.00068 |
Grade A, and why
aws-well-architected-review 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 12d 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 — 38 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Well-Architected Review (WHAT)
Sources (2026-08-12): Framework https://docs.aws.amazon.com/wellarchitected/latest/framework/the-pillars-of-the-framework.html + https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html + https://aws.amazon.com/architecture/well-architected/; WAR Tool https://docs.aws.amazon.com/wellarchitected/latest/userguide/getting-started.html; MCP awslabs/mcp https://github.com/awslabs/mcp + https://github.com/aws/mcp-proxy-for-aws GA https://aws.amazon.com/blogs/aws/the-aws-mcp-server-is-now-generally-available/; servers awslabs.core-mcp-server, awslabs.well-architected-security-mcp-server 0.1.3, awslabs.ecs-mcp-server 0.1.17 uvx awslabs.*@latest AWS_PROFILE/AWS_REGION.
Provider hierarchy:
official MCP(awslabs/mcpfamily,mcp-proxy-for-awsGA) >customprompts for account-aware ops (live context, auth viaAWS_PROFILE/AWS_REGION); prompts (this skill checklist) remain fallback for offline/low-privilege/CI. Seedocs/cloud/research-384-candidates.md.
When to use
- Designing or reviewing workload on AWS against 6 pillars.
- Running Well-Architected Review (WAR) without console Tool access.
Instructions
- Run checklist per pillar: operational excellence (runbooks, observability), security (IAM, encryption, least privilege), reliability (multi-AZ, backup, retry), performance (right-sizing, caching), cost (graviton, S3 lifecycle), sustainability (right-sizing, serverless).
- Map to
cloud-design-patternswhere relevant (e.g., reliability →Circuit Breaker). - If live account: delegate to
awslabs/mcp(mcp-proxy-for-awsorawslabs.core-mcp-serveruvx) for context; else do NOT paste${AWS_*}secrets — use placeholders${AWS_PROFILE},${AWS_REGION},${AWS_ACCOUNT_ID}. - Record findings as
High/Medium/Lowrisk per pillar and link to lenses/hands-on labs.
Security
- Must not exfiltrate credentials; use
${AWS_*}placeholders; markaws-well-architected-reviewas optional (no vendor lock).
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.
- 12d ago First seen · 38 lines · 55 tokens per session scan A 5267e9a97a72
aws-well-architected-review is a skill published in the GitHub repository ulises-jeremias/agent-toolkit (17 stars, last pushed today), licensed MIT. It adds 55 tokens to every session and 678 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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