pulumi-best-practices▌
pulumi/agent-skills · updated May 18, 2026
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Comprehensive best practices for writing reliable, maintainable Pulumi infrastructure code.
- ›Avoid creating resources inside apply() callbacks; pass Output objects directly as inputs to preserve dependency tracking and preview visibility
- ›Use ComponentResource classes to group related resources into reusable logical units with proper parent-child hierarchy via parent: this
- ›Encrypt secrets from the start with --secret flag or config.requireSecret() to prevent credential leakage in state
Pulumi Best Practices
When to Use This Skill
Invoke this skill when:
- Writing new Pulumi programs or components
- Reviewing Pulumi code for correctness
- Refactoring existing Pulumi infrastructure
- Debugging resource dependency issues
- Setting up configuration and secrets
Practices
1. Never Create Resources Inside apply()
Why: Resources created inside apply() don't appear in pulumi preview, making changes unpredictable. Pulumi cannot properly track dependencies, leading to race conditions and deployment failures.
Detection signals:
new aws.or other resource constructors inside.apply()callbacks- Resource creation inside
pulumi.all([...]).apply() - Dynamic resource counts determined at runtime inside apply
Wrong:
const bucket = new aws.s3.Bucket("bucket");
bucket.id.apply(bucketId => {
// WRONG: This resource won't appear in preview
new aws.s3.BucketObject("object", {
bucket: bucketId,
content: "hello",
});
});
Right:
const bucket = new aws.s3.Bucket("bucket");
// Pass the output directly - Pulumi handles the dependency
const object = new aws.s3.BucketObject("object", {
bucket: bucket.id, // Output<string> works here
content: "hello",
});
When apply is appropriate:
- Transforming output values for use in tags, names, or computed strings
- Logging or debugging (not resource creation)
- Conditional logic that affects resource properties, not resource existence
Reference: https://www.pulumi.com/docs/concepts/inputs-outputs/
2. Pass Outputs Directly as Inputs
Why: Pulumi builds a directed acyclic graph (DAG) based on input/output relationships. Passing outputs directly ensures correct creation order. Unwrapping values manually breaks the dependency chain, causing resources to deploy in wrong order or reference values that don't exist yet.
Detection signals:
- Variables extracted from
.apply()used later as resource inputs awaiton output values outside of apply- String concatenation with outputs instead of
pulumi.interpolate
Wrong:
const vpc = new aws.ec2.Vpc("vpc", { cidrBlock: "10.0.0.0/16" });
// WRONG: Extracting the value breaks the dependency chain
let vpcId: string;
vpc.id.apply(id => { vpcId = id; });
const subnet = new aws.ec2.Subnet("subnet", {
vpcId: vpcId, // May be undefined, no tracked dependency
cidrBlock: "10.0.1.0/24",
});
Right:
const vpc = new aws.ec2.Vpc("vpc", { cidrBlock: "10.0.0.0/16" });
const subnet = new aws.ec2.Subnet("subnet", {
vpcId: vpc.id, // Pass the Output directly
cidrBlock: "10.0.1.0/24",
});
For string interpolation:
// WRONG
const name = bucket.id.apply(id => `prefix-${id}-suffix`);
// RIGHT - use pulumi.interpolate for template literals
const name = pulumi.interpolate`prefix-${bucket.id}-suffix`;
// RIGHT - use pulumi.concat for simple concatenation
const name = pulumi.concat("prefix-", bucket.id, "-suffix");
Reference: https://www.pulumi.com/docs/concepts/inputs-outputs/
3. Use Components for Related Resources
Why: ComponentResource classes group related resources into reusable, logical units. Without components, your resource graph is flat, making it hard to understand which resources belong together, reuse patterns across stacks, or reason about your infrastructure at a higher level.
Detection signals:
- Multiple related resources created at top level without grouping
- Repeated resource patterns across stacks that should be abstracted
- Hard to understand resource relationships from the Pulumi console
Wrong:
// Flat structure - no logical grouping, hard to reuse
const bucket = new aws.s3.Bucket("app-bucket");
const bucketPolicy = new aws.s3.BucketPolicy("app-bucket-policy", {
bucket: bucket.id,
policy: policyDoc,
});
const originAccessIdentity = new aws.cloudfront.OriginAccessIdentity("app-oai");
const distribution = new aws.cloudfront.Distribution("app-cdn", { /* ... */ });
Right:
interface StaticSiteArgs {
domain: string;
content: pulumi.asset.AssetArchive;
}
class StaticSite extends pulumi.ComponentResource {
public readonly url: pulumi.Output<string>;
constructor(name: string, args: StaticSiteArgs, opts?: pulumi.ComponentResourceOptions) {
super("myorg:components:StaticSite", name, args, opts);
// Resources created here - see practice 4 for parent setup
const bucket = new aws.s3.Bucket(`${name}-bucket`, {}, { parent: this });
// ...
this.url = distribution.domainName;
this.registerOutputs({ url: this.url });
}
}
// Reusable across stacks
const site = new StaticSite("marketing", {
domain: "marketing.example.com",
content: new pulumi.asset.FileArchive("./dist"),
});
Component best practices:
- Use a consistent type URN pattern:
organization:module:ComponentName - Call
registerOutputs()at the end of the constructor - Expose outputs as class properties for consumers
- Accept
ComponentResourceOptionsto allow callers to set providers, aliases, etc.
For in-depth component authoring guidance (args design, multi-language support, testing, distribution), use skill pulumi-component.
Reference: https://www.pulumi.com/docs/concepts/resources/components/
4. Always Set parent: this in Components
Why: When you create resources inside a ComponentResource without setting parent: this, those resources app
How to use pulumi-best-practices on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add pulumi-best-practices
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches pulumi-best-practices from GitHub repository pulumi/agent-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate pulumi-best-practices. Access the skill through slash commands (e.g., /pulumi-best-practices) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★28 reviews- ★★★★★Maya Torres· Dec 16, 2024
pulumi-best-practices is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Ganesh Mohane· Dec 4, 2024
Solid pick for teams standardizing on skills: pulumi-best-practices is focused, and the summary matches what you get after install.
- ★★★★★Sakshi Patil· Nov 23, 2024
We added pulumi-best-practices from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Xiao Bansal· Nov 7, 2024
Useful defaults in pulumi-best-practices — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Nia Menon· Oct 26, 2024
I recommend pulumi-best-practices for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Chaitanya Patil· Oct 14, 2024
pulumi-best-practices fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Piyush G· Sep 25, 2024
Registry listing for pulumi-best-practices matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Li Tandon· Sep 21, 2024
We added pulumi-best-practices from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Amina Gonzalez· Sep 5, 2024
pulumi-best-practices fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Diya Brown· Aug 24, 2024
We added pulumi-best-practices from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
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