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 aws/tools-for-devops-agent --skill storage-s3-resiliency-expertisegit clone --depth 1 https://github.com/aws/tools-for-devops-agentWrote 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/aws/tools-for-devops-agent/storage-s3-resiliency-expertise)<a href="https://agentmods.dev/skills/aws/tools-for-devops-agent/storage-s3-resiliency-expertise"><img src="https://agentmods.dev/badge/skills/aws/tools-for-devops-agent/storage-s3-resiliency-expertise/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/aws/tools-for-devops-agent/storage-s3-resiliency-expertise"><img src="https://agentmods.dev/badge/skills/aws/tools-for-devops-agent/storage-s3-resiliency-expertise.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 235 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00220 | $0.02657 |
| Opus 5 | $0.00110 | $0.01328 |
| Sonnet 5 | $0.00044 | $0.00531 |
| Haiku 4.5 | $0.00022 | $0.00266 |
Grade A, and why
storage-s3-resiliency-expertise 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 9d 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 — 254 lines — stays where its author put it; the contents beside it link to each section on GitHub.
S3 Resiliency Review
Perform a structured, read-only resiliency, security, and data protection review of Amazon S3 buckets. Automatically handles single-bucket and multi-bucket (fleet) reviews based on how many buckets are provided.
When to Use
Activate this skill when the user asks to:
- Review, audit, or assess an S3 bucket's resiliency, security, or data protection
- Evaluate an S3 bucket's protection/recovery posture or disaster recovery readiness
- Check any of: versioning, replication, object lock, encryption, block public access, bucket policy, ownership controls, server access logging, website hosting
- Review a list of buckets ("review these buckets: A, B, C")
Do NOT activate for cost optimization, performance tuning, or EFS/FSx/AWS Backup/Storage Gateway.
Architecture
- This skill (orchestrator/analyzer): input parsing, routing, finding logic application, report rendering.
- Data collection:
references/data-collection.md— the read-only control-plane API calls used to gather bucket configuration and the structured object they produce. Data is acquired with the agent's nativeuse_awstool under the assumed role in the target account. No credentials or profile are requested from the user. - Finding logic:
references/finding-logic.md— all severity rules and body templates. - Report format:
references/report-format.md— report structure, dimensions table, pre-render validation. - Fleet orchestration:
references/fleet-orchestration.md— batching, caching, manifest, diffing (loaded only for multi-bucket reviews). - Operational depth:
references/s3-resiliency-best-practices.md— reasoning behind thresholds, replication risk model, encryption tradeoffs, ownership migration patterns, triage decision tree.
Input Parsing & Validation
Accepted input formats
- Single bucket name:
my-production-bucket - Comma-separated:
bucket-a, bucket-b, bucket-c - Newline-separated (pasted list)
- File reference: "review buckets in buckets.txt" (read file, one bucket per line)
- S3 URI/ARN/URL wrappers (stripped automatically per rules below)
What ships with it
11 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.
- .skilleval.yaml 77 B
- CHANGELOG.md 2.9 KB
- evals/eval_queries.json 722 B
- evals/evals.json 3.0 KB
- evals/files/bucket-context.json 198 B
- README.md 6.5 KB
- references/data-collection.md 8.7 KB
- references/finding-logic.md 25 KB
- references/fleet-orchestration.md 7.6 KB
- references/report-format.md 9.7 KB
- references/s3-resiliency-best-practices.md 19 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.
- 9d ago First seen · 254 lines · 220 tokens per session scan A 65ee3be64280
storage-s3-resiliency-expertise is a skill published in the GitHub repository aws/tools-for-devops-agent (46 stars, last pushed 5d ago), licensed Apache-2.0. It adds 220 tokens to every session and 2,657 once invoked, about $0.0011 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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