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 config-cost-optimizationgit 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/config-cost-optimization)<a href="https://agentmods.dev/skills/aws/tools-for-devops-agent/config-cost-optimization"><img src="https://agentmods.dev/badge/skills/aws/tools-for-devops-agent/config-cost-optimization/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/config-cost-optimization"><img src="https://agentmods.dev/badge/skills/aws/tools-for-devops-agent/config-cost-optimization.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 | $0.00174 | $0.02631 |
| Opus 5.5 | $0.00070 | $0.01052 |
| Sonnet 5.5 | $0.00035 | $0.00526 |
| Haiku 4.5 | $0.00017 | $0.00263 |
Grade A, and why
config-cost-optimization 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 8d 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 — 190 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS Config Cost Optimization
Identify, quantify, and prioritize AWS Config cost optimization opportunities aligned with Optimize AWS Config costs, Cost optimization recommendations for AWS Config, and AWS Config pricing.
This skill uses read-only Config, CloudWatch, S3, and Organizations APIs only. It never starts, stops, or reconfigures a recorder, rule, or conformance pack — all remediation is delivered as recommendations for a human to review and apply.
When to Use
Activate this skill when the user asks to:
- Reduce or optimize AWS Config costs
- Investigate an unexpected Config cost or configuration-item (CI) spike
- Decide between continuous and daily recording frequency
- Review which resource types are recorded, or which rules/conformance packs run
- Perform a Config cost review or FinOps assessment
How AWS Config Billing Works
The pricing model is the foundation of every finding below. The essentials:
- Configuration items (CIs) are the dominant cost driver — billed per CI recorded.
- Recording frequency sets the CI price and cadence: continuous bills a CI for
every change (
$0.003 each); daily bills at most one CI per resource per day ($0.012 each). For high-churn resources, daily is often materially cheaper despite the higher sticker price; for low-churn resources continuous is usually cheaper. The right choice is per-resource-type. - Config rule and conformance pack evaluations are billed per evaluation.
- S3 storage holds configuration history and snapshots in the delivery bucket.
For the full charge table, per-mode pricing, and the high-churn reasoning the checks rely on, load references/billing-model.md when you need to decide whether continuous or daily is cheaper for a resource type, or to explain a charge.
What ships with it
37 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 255 B
- assets/report-template.md 2.8 KB
- CHANGELOG.md 6.2 KB
- evals/best-practices/v1/benchmark.json 6.5 KB
- evals/best-practices/v1/iteration-1/best-practices-tests-results.json 9.6 KB
- evals/eval_queries.json 755 B
- evals/evals.json 5.9 KB
- evals/files/config-context.json 815 B
- evals/functional/v1/benchmark.json 54 KB
- evals/functional/v1/evals.json 5.9 KB
- evals/functional/v1/iteration-1/config-cost-artifact-naming/with_skill/functional-tests-results.json 1.7 KB
- evals/functional/v1/iteration-1/config-cost-artifact-naming/with_skill/outputs/journal_records.json 2.4 KB
- evals/functional/v1/iteration-1/config-cost-artifact-naming/without_skill/functional-tests-results.json 1.6 KB
- evals/functional/v1/iteration-1/config-cost-artifact-naming/without_skill/outputs/journal_records.json 2.8 KB
- evals/functional/v1/iteration-1/config-cost-billing-model/with_skill/functional-tests-results.json 3.7 KB
- evals/functional/v1/iteration-1/config-cost-billing-model/with_skill/outputs/journal_records.json 5.7 KB
- evals/functional/v1/iteration-1/config-cost-billing-model/without_skill/functional-tests-results.json 4.2 KB
- evals/functional/v1/iteration-1/config-cost-billing-model/without_skill/outputs/journal_records.json 21 KB
- evals/functional/v1/iteration-1/config-cost-conformance-overlap/with_skill/functional-tests-results.json 4.9 KB
- evals/functional/v1/iteration-1/config-cost-conformance-overlap/with_skill/outputs/journal_records.json 8.2 KB
- evals/functional/v1/iteration-1/config-cost-conformance-overlap/without_skill/functional-tests-results.json 4.6 KB
- evals/functional/v1/iteration-1/config-cost-conformance-overlap/without_skill/outputs/journal_records.json 9.3 KB
- evals/functional/v1/iteration-1/config-cost-negative-trigger/with_skill/functional-tests-results.json 440 B
- evals/functional/v1/iteration-1/config-cost-negative-trigger/with_skill/outputs/journal_records.json 5.9 KB
- evals/functional/v1/iteration-1/config-cost-severity-definitions/with_skill/functional-tests-results.json 2.5 KB
- evals/functional/v1/iteration-1/config-cost-severity-definitions/with_skill/outputs/journal_records.json 17 KB
- evals/functional/v1/iteration-1/config-cost-severity-definitions/without_skill/functional-tests-results.json 2.8 KB
- evals/functional/v1/iteration-1/config-cost-severity-definitions/without_skill/outputs/journal_records.json 16 KB
- evals/functional/v1/iteration-1/config-cost-standalone-vs-pack/with_skill/functional-tests-results.json 3.5 KB
- evals/functional/v1/iteration-1/config-cost-standalone-vs-pack/with_skill/outputs/journal_records.json 7.1 KB
- evals/functional/v1/iteration-1/config-cost-standalone-vs-pack/without_skill/functional-tests-results.json 5.6 KB
- evals/functional/v1/iteration-1/config-cost-standalone-vs-pack/without_skill/outputs/journal_records.json 6.6 KB
- evals/structure/structure-tests-results-v1.json 3.4 KB
- README.md 7.8 KB
- references/billing-model.md 1.4 KB
- references/data-collection.md 4.1 KB
- references/opportunities.md 6.8 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.
- 8d ago First seen · 190 lines · 174 tokens per session scan A c89acc416902
config-cost-optimization is a skill published in the GitHub repository aws/tools-for-devops-agent (107 stars, last pushed today), licensed Apache-2.0. It adds 174 tokens to every session and 2,631 once invoked, about $0.0007 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 2026-10-08.
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