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 necatiarslan/awsclaw --skill awsclaw-emrgit clone --depth 1 https://github.com/necatiarslan/awsclawWrote 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/necatiarslan/awsclaw/awsclaw-emr)<a href="https://agentmods.dev/skills/necatiarslan/awsclaw/awsclaw-emr"><img src="https://agentmods.dev/badge/skills/necatiarslan/awsclaw/awsclaw-emr/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/necatiarslan/awsclaw/awsclaw-emr"><img src="https://agentmods.dev/badge/skills/necatiarslan/awsclaw/awsclaw-emr.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 | $0.00042 | $0.03166 |
| Opus 5 | $0.00021 | $0.01583 |
| Sonnet 5 | $0.00008 | $0.00633 |
| Haiku 4.5 | $0.00004 | $0.00317 |
Grade A, and why
awsclaw-emr 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 — 353 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Awsclaw EMR
Manage and inspect EMR clusters, steps, studios, notebook executions, and related configurations.
When to Use This Skill
Use this skill when the user:
- Asks about EMR clusters, Hadoop, or Spark
- Wants to inspect cluster status, steps, or instances
- Needs to view EMR studios or notebook executions
- Asks about release labels, instance types, or security configurations
- Wants to check auto-termination, managed scaling, or session credentials
- Wants to launch or terminate clusters
- Needs to add steps, instance groups, or tags
- Wants to modify cluster settings or scaling policies
Tool: EMRTool
Describe and manage EMR clusters, steps, studios, and configurations. ALWAYS provide params object.
Commands
ListClusters
List EMR clusters with optional state filter.
{ "command": "ListClusters", "params": { "ClusterStates": ["RUNNING", "WAITING"] } }
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| ClusterStates | array of strings | No | Filter by states: STARTING, BOOTSTRAPPING, RUNNING, WAITING, TERMINATING, TERMINATED, TERMINATED_WITH_ERRORS |
| CreatedAfter | string | No | ISO date string filter |
| CreatedBefore | string | No | ISO date string filter |
| Marker | string | No | Pagination marker |
DescribeCluster
Get detailed information about a cluster.
{ "command": "DescribeCluster", "params": { "ClusterId": "j-1234567890ABC" } }
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| ClusterId | string | Yes | EMR cluster ID |
ListSteps
List steps in a cluster.
{ "command": "ListSteps", "params": { "ClusterId": "j-1234567890ABC", "StepStates": ["FAILED"] } }
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| ClusterId | string | Yes | EMR cluster ID |
| StepStates | array of strings | No | Filter by step states |
| Marker | string | No | Pagination marker |
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 · 353 lines · 42 tokens per session scan A b19b2c96889f
awsclaw-emr is a skill published in the GitHub repository necatiarslan/awsclaw (1 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 42 tokens to every session and 3,166 once invoked, about $0.0002 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.
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