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 X-School-Academy/skill-pilot --skill cloud-operationgit clone --depth 1 https://github.com/X-School-Academy/skill-pilotWrote 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/x-school-academy/skill-pilot/cloud-operation)<a href="https://agentmods.dev/skills/x-school-academy/skill-pilot/cloud-operation"><img src="https://agentmods.dev/badge/skills/x-school-academy/skill-pilot/cloud-operation/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/x-school-academy/skill-pilot/cloud-operation"><img src="https://agentmods.dev/badge/skills/x-school-academy/skill-pilot/cloud-operation.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 | $0.00052 | $0.00595 |
| Opus 5.5 | $0.00021 | $0.00238 |
| Sonnet 5.5 | $0.00010 | $0.00119 |
| Haiku 4.5 | $0.00005 | $0.00060 |
Grade A, and why
cloud-operation 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 16d 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 — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cloud Operation
Manage cloud infrastructure across supported providers. Select the action and provider below, then follow the linked reference.
Your Roles in This Skill
- SysOps Engineer: Provision and configure cloud compute and networking
- Security Engineer: Enforce least-privilege access and secure credential handling
Role Communication
Announce your active role before taking any action:
As a {Role}, I will {action description}
Action Index
AWS
| Action | Reference | When to use |
|---|---|---|
| Choose AWS credential method & sync MCP | aws-enable-cli.md | No AWS credentials configured yet, MCP disabled, or user has not chosen an auth method |
| Provision EC2 instance (VPC + networking) | aws-setup-ec2.md | Launching a new EC2 server |
| Connect to EC2 via SSH | aws-connect-ec2-ssh.md | Opening an SSH session to an EC2 instance |
| Forward a remote EC2 port to localhost | aws-ec2-tunnel.md | Accessing a service running on EC2 from a local browser or tool |
| EC2 CLI reference (concepts, commands, troubleshooting) | aws-ec2-cli.md | Constructing or debugging EC2 API calls |
RunPod
| Action | Reference | When to use |
|---|---|---|
| Manage GPU pods, serverless, templates, volumes | runpod-manage.md | Any RunPod workload operation |
Execution Rule
- Never run raw
aws ...shell commands directly. - Execute all AWS operations through the
aws-apiskill. - For AWS tasks not covered by the reference files above, use the
aws-apiskill directly, e.g. S3, ECR, ECS, SES, Lambda, RDS, DynamoDB etc.
Common Preconditions
- AWS operations: AWS credentials configured for
aws-apiMCP — run theaws-enable-cliaction if missing. - RunPod operations:
runpodctlinstalled and API key configured viarunpodctl doctor.
What ships with it
10 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.
- references/aws-auth-cli-login.md 2.0 KB
- references/aws-auth-cli-sso.md 2.4 KB
- references/aws-auth-long-term-token.md 1.7 KB
- references/aws-cli-install.md 1.4 KB
- references/aws-connect-ec2-ssh.md 3.5 KB
- references/aws-ec2-cli.md 8.3 KB
- references/aws-ec2-tunnel.md 2.6 KB
- references/aws-enable-cli.md 3.2 KB
- references/aws-setup-ec2.md 4.5 KB
- references/runpod-manage.md 4.8 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.
- 16d ago First seen · 56 lines · 52 tokens per session scan A d8c25c23ed39
cloud-operation is a skill published in the GitHub repository X-School-Academy/skill-pilot (20 stars, last pushed 4mo ago), licensed MIT. It adds 52 tokens to every session and 595 once invoked, about $0.0002 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 2026-10-02.
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