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Skills/pulumi/agent-skills/pulumi-automation-api
pulumi-automation-api logo

pulumi-automation-api

pulumi/agent-skills
797 installs59 stars
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Installation

npx skills add https://github.com/pulumi/agent-skills --skill pulumi-automation-api

Summary

Load this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI shell scripts with code, or use the Pulumi Automation API (LocalWorkspace, createOrSelectStack, inline programs). Also load for questions about multi-stack sequencing, parallel deployments, or passing outputs between stacks via code.

SKILL.md

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:

If you have Bash scripts or Makefiles stitching together multiple pulumi commands, Automation API provides:

  • Proper error handling
  • Type safety
  • Programmatic access to outputs

When NOT to Use

  • Single project with standard deployment needs
  • When you don't need programmatic control over operations

Architecture Choices

Local Source vs Inline Source

Local Source - Pulumi program in separate files:

const stack = await automation.LocalWorkspace.createOrSelectStack({
    stackName: "dev",
    workDir: "./infrastructure",  // Points to existing Pulumi project
});

When to use:

  • Different teams maintain orchestrator vs Pulumi programs
  • Pulumi programs already exist
  • Want independent version control and release cycles
  • Platform team orchestrating application team's infrastructure

Inline Source - Pulumi program embedded in orchestrator:

import * as aws from "@pulumi/aws";

const stack = await automation.LocalWorkspace.createOrSelectStack({
    stackName: "dev",
    projectName: "my-project",
    program: async () => {
        const bucket = new aws.s3.Bucket("my-bucket");
        return { bucketName: bucket.id };
    },
});

When to use:

  • Single team owns everything
  • Tight coupling between orchestration and infrastructure is desired
  • Distributing as compiled binary (no source files needed)
  • Simpler deployment artifact

Language Independence

The Automation API program can use a different language than the Pulumi programs it orchestrates:

Orchestrator (Go) → manages → Pulumi Program (TypeScript)

This enables platform teams to use their preferred language while application teams use theirs.

Common Patterns

Multi-Stack Orchestration

Deploy multiple stacks in dependency order:

import * as automation from "@pulumi/pulumi/automation";

async function deploy() {
    const stacks = [
        { name: "infrastructure", dir: "./infra" },
        { name: "platform", dir: "./platform" },
        { name: "application", dir: "./app" },
    ];

    for (const stackInfo of stacks) {
        console.log(`Deploying ${stackInfo.name}...`);

        const stack = await automation.LocalWorkspace.createOrSelectStack({
            stackName: "prod",
            workDir: stackInfo.dir,
        });

        await stack.up({ onOutput: console.log });
        console.log(`${stackInfo.name} deployed successfully`);
    }
}

async function destroy() {
    // Destroy in reverse order
    const stacks = [
        { name: "application", dir: "./app" },
        { name: "platform", dir: "./platform" },
        { name: "infrastructure", dir: "./infra" },
    ];

    for (const stackInfo of stacks) {
        console.log(`Destroying ${stackInfo.name}...`);

        const stack = await automation.LocalWorkspace.selectStack({
            stackName: "prod",
            workDir: stackInfo.dir,
        });

        await stack.destroy({ onOutput: console.log });
    }
}

Passing Configuration

Set stack configuration programmatically:

const stack = await automation.LocalWorkspace.createOrSelectStack({
    stackName: "dev",
    workDir: "./infrastructure",
});

// Set configuration values
await stack.setConfig("aws:region", { value: "us-west-2" });
await stack.setConfig("dbPassword", { value: "secret", secret: true });

// Then deploy
await stack.up();

Reading Outputs

Access stack outputs after deployment:

const upResult = await stack.up();

// Get all outputs
const outputs = await stack.outputs();
console.log(`VPC ID: ${outputs["vpcId"].value}`);

// Or from the up result
console.log(`Outputs: ${JSON.stringify(upResult.outputs)}`);

Error Handling

Handle deployment failures gracefully:

try {
    const result = await stack.up({ onOutput: console.log });

    if (result.summary.result === "failed") {
        console.error("Deployment failed");
        process.exit(1);
    }
} catch (error) {
    console.error(`Deployment error: ${error}`);
    throw error;
}

Parallel Stack Operations

When stacks are independent, deploy in parallel:

const independentStacks = [
    { name: "service-a", dir: "./service-a" },
    { name: "service-b", dir: "./service-b" },
    { name: "service-c", dir: "./service-c" },
];

await Promise.all(independentStacks.map(async (stackInfo) => {
    const stack = await automation.LocalWorkspace.createOrSelectStack({
        stackName: "prod",
        workDir: stackInfo.dir,
    });
    return stack.up({ onOutput: (msg) => console.log(`[${stackInfo.name}] ${msg}`) });
}));

Best Practices

Separate Configuration from Code

Externalize configuration into files or environment variables:

import * as fs from "fs";

interface DeployConfig {
    stacks: Array<{ name: string; dir: string; }>;
    environment: string;
}

const config: DeployConfig = JSON.parse(
    fs.readFileSync("./deploy-config.json", "utf-8")
);

for (const stackInfo of config.stacks) {
    const stack = await automation.LocalWorkspace.createOrSelectStack({
        stackName: config.environment,
        workDir: stackInfo.dir,
    });
    await stack.up();
}

This enables distributing compiled binaries without exposing source code.

Stream Output for Long Operations

Use onOutput callback for real-time feedback:

await stack.up({
    onOutput: (message) => {
        process.stdout.write(message);
        // Or send to logging system, websocket, etc.
    },
});

Quick Reference

ScenarioApproach
Existing Pulumi projectsLocal source with workDir
New embedded infrastructureInline source with program function
Different teamsLocal source for independence
Compiled binary distributionInline source or bundled local
Multi-stack dependenciesSequential deployment in order
Independent stacksParallel deployment with Promise.all

Related Skills

  • pulumi-best-practices: Code-level patterns for Pulumi programs

References

  • https://www.pulumi.com/docs/using-pulumi/automation-api/
  • https://www.pulumi.com/docs/using-pulumi/automation-api/concepts-terminology/
  • https://www.pulumi.com/blog/iac-recommended-practices-using-automation-api/

Score

0–100
63/ 100

Grade

C

Popularity15/30

797 installs — growing adoption.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Pulumi Automation Api skill score badge previewScore badge

Markdown

[![Pulumi Automation Api skill](https://www.remoteopenclaw.com/skills/pulumi/agent-skills/pulumi-automation-api/badges/score.svg)](https://www.remoteopenclaw.com/skills/pulumi/agent-skills/pulumi-automation-api)

HTML

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Pulumi Automation Api FAQ

How do I install the Pulumi Automation Api skill?

Run “npx skills add https://github.com/pulumi/agent-skills --skill pulumi-automation-api” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Pulumi Automation Api skill do?

Load this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI shell scripts with code, or use the Pulumi Automation API (LocalWorkspace, createOrSelectStack, inline programs). Also load for questions about multi-stack sequencing, parallel deployments, or passing outputs between stacks via code. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Pulumi Automation Api skill free?

Yes. Pulumi Automation Api is a free, open-source skill published from pulumi/agent-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Pulumi Automation Api work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Pulumi Automation Api works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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