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-s3-fileopsgit 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-s3-fileops)<a href="https://agentmods.dev/skills/necatiarslan/awsclaw/awsclaw-s3-fileops"><img src="https://agentmods.dev/badge/skills/necatiarslan/awsclaw/awsclaw-s3-fileops/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-s3-fileops"><img src="https://agentmods.dev/badge/skills/necatiarslan/awsclaw/awsclaw-s3-fileops.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 | $0.00038 | $0.00943 |
| Opus 5 | $0.00019 | $0.00472 |
| Sonnet 5 | $0.00008 | $0.00189 |
| Haiku 4.5 | $0.00004 | $0.00094 |
Grade A, and why
awsclaw-s3-fileops 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 — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Awsclaw S3 File Operations
Upload and download files and folders to/from S3 with folder structure preservation.
When to Use This Skill
Use this skill when the user:
- Wants to upload one or multiple files to S3
- Wants to download one or multiple files from S3
- Needs to upload entire folders to S3 preserving directory structure
- Needs to download entire S3 prefixes/folders to local disk
- Asks about bulk file transfers to/from S3
Tool: S3FileOperationsTool
Execute S3 file operations for bulk transfers. ALWAYS provide params object.
Commands
UploadFile
Upload one or multiple local files to S3.
{
"command": "UploadFile",
"params": {
"Bucket": "my-bucket",
"LocalPaths": ["/path/to/file1.txt", "/path/to/file2.csv"],
"S3KeyPrefix": "uploads/",
"ContentType": "text/plain"
}
}
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| Bucket | string | Yes | S3 bucket name |
| LocalPaths | array of strings | Yes | Array of local file paths to upload |
| S3KeyPrefix | string | No | S3 key prefix/folder to upload to |
| ContentType | string | No | MIME type for uploaded files |
DownloadFile
Download one or multiple files from S3 to a local directory.
{
"command": "DownloadFile",
"params": {
"Bucket": "my-bucket",
"S3Keys": ["data/file1.csv", "data/file2.csv"],
"LocalDirectory": "/path/to/local/dir"
}
}
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| Bucket | string | Yes | S3 bucket name |
| S3Keys | array of strings | Yes | Array of S3 object keys to download |
| LocalDirectory | string | Yes | Local directory path to download to |
| PreserveStructure | boolean | No | Whether to preserve folder structure |
UploadFolder
Upload local folders to S3 with preserved directory structure.
{
"command": "UploadFolder",
"params": {
"Bucket": "my-bucket",
"LocalPaths": ["/path/to/local/folder"],
"S3KeyPrefix": "backups/",
"PreserveStructure": true
}
}
Parameters:
| Parameter | Type | Required | Description |
|---|---|---|---|
| Bucket | string | Yes | S3 bucket name |
| LocalPaths | array of strings | Yes | Array of local folder paths to upload |
| S3KeyPrefix | string | No | S3 key prefix/folder to upload to |
| PreserveStructure | boolean | No | Whether to preserve folder structure |
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 · 117 lines · 38 tokens per session scan A 51158acd965b
awsclaw-s3-fileops is a skill published in the GitHub repository necatiarslan/awsclaw (1 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 38 tokens to every session and 943 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.
Other skills, from other repositories
gke-compute-classes
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine families, restricting ComputeClass access, or debugging pending pods related to node pool auto-creation. Do not use for cluster-level Node Auto…
gke-workload-security
Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. Covers running cluster security audits (auditcluster.sh), configuring Workload Identity Federation (impersonation, KSA/GSA binding, and pod setup), enforcing Network Policies (default-deny…
gke-reliability
Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability, setting up PDBs, or configuring GKE health probes (liveness, readiness, startup). Don't use for disaster recovery setup or full cluster backups (use gke-backup-dr instead).
nemo-automodel-launcher-config
Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.
azure-mgmt-botservice-dotnet
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".
cloud-architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost…