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 pulumi/agent-skills --skill pulumi-automation-apigit clone --depth 1 https://github.com/pulumi/agent-skillsWrote 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/pulumi/agent-skills/pulumi-automation-api)<a href="https://agentmods.dev/skills/pulumi/agent-skills/pulumi-automation-api"><img src="https://agentmods.dev/badge/skills/pulumi/agent-skills/pulumi-automation-api/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/pulumi/agent-skills/pulumi-automation-api"><img src="https://agentmods.dev/badge/skills/pulumi/agent-skills/pulumi-automation-api.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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 | $0.00090 | $0.01887 |
| Opus 5 | $0.00045 | $0.00944 |
| Sonnet 5 | $0.00018 | $0.00377 |
| Haiku 4.5 | $0.00009 | $0.00189 |
Grade A, and why
pulumi-automation-api 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 11d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- pulumi-automation-api — 91% identical, 2 lines differ
How it starts
The opening of the file, as written. The whole thing — 321 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pulumi Automation API
When to Use This Skill
Invoke this skill when:
- Orchestrating deployments across multiple Pulumi stacks
- Embedding Pulumi operations in custom applications
- Building self-service infrastructure platforms
- Replacing fragile Bash/Makefile orchestration scripts
- Creating custom CLIs for infrastructure management
- Building web applications that provision infrastructure
What is Automation API
Automation API provides programmatic access to Pulumi operations. Instead of running pulumi up from the CLI, you call functions in your code that perform the same operations.
import * as automation from "@pulumi/pulumi/automation";
// Create or select a stack
const stack = await automation.LocalWorkspace.createOrSelectStack({
stackName: "dev",
projectName: "my-project",
program: async () => {
// Your Pulumi program here
},
});
// Run pulumi up programmatically
const upResult = await stack.up({ onOutput: console.log });
console.log(`Update summary: ${JSON.stringify(upResult.summary)}`);
When to Use Automation API
Good Use Cases
Multi-stack orchestration:
When you split infrastructure into multiple focused projects, Automation API helps offset the added complexity by orchestrating operations across stacks:
infrastructure → platform → application
↓ ↓ ↓
(VPC) (Kubernetes) (Services)
Automation API ensures correct sequencing without manual intervention.
Self-service platforms:
Build internal tools where developers request infrastructure without learning Pulumi:
- Web portals for environment provisioning
- Slack bots that create/destroy resources
- Custom CLIs tailored to your organization
Embedded infrastructure:
Applications that provision their own infrastructure:
- SaaS platforms creating per-tenant resources
- Testing frameworks spinning up test environments
- CI/CD systems with dynamic infrastructure needs
Replacing fragile scripts:
What ships with it
2 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.
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.
- 11d ago First seen · 321 lines · 90 tokens per session scan A 5c77a27edc64
pulumi-automation-api is a skill published in the GitHub repository pulumi/agent-skills (68 stars, last pushed today), licensed Apache-2.0. It adds 90 tokens to every session and 1,887 once invoked, about $0.0005 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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