pulumi-terraform-to-pulumi: Research & Knowledge for AI Agents | OpenAgentSkill

Overview

Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack. Use when a user wants to convert Terraform to Pulumi, migrate from HCL, or import tfstate into Pulumi. Do NOT trigger for general Terraform-vs-Pulumi comparisons or questions about using both tools side-by-side.

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Migrating from Terraform to Pulumi

Critical constraints — read before acting:

Do NOT run pulumi convert — use the terraform-migrate plugin instead, which preserves state mapping.

Do NOT run pulumi package add terraform-module — this is for a different workflow.

Do NOT create the Pulumi project under /workspace — create it inside the checked-out repo.

Replace ${terraform_dir} and ${pulumi_dir} below with the actual paths confirmed with the user.

First establish scope and plan the migration by working out with the user:

where the Terraform sources are (${terraform_dir})
where the migrated Pulumi project lives (${pulumi_dir})
what is the target Pulumi language (such as TypeScript, Python, YAML)
whether migration aims to setup Pulumi stack states, or only translate source code

Confirm the plan with the user before proceeding.

Create a new Pulumi project in ${pulumi_dir} in the chosen language. Edit sources to be empty and not declare any resources. Ensure a Pulumi stack exists.

You must run pulumi_up tool before proceeding to ensure initial stack state is written.

If no local .tfstate file exists in ${terraform_dir}, the state may be in a remote backend (S3, Pulumi Cloud, Terraform Cloud, etc.). Pull it before proceeding:

cd ${terraform_dir} && terraform state pull > terraform.tfstate

This works for all backends, including Pulumi Cloud. If terraform is not available, try tofu state pull instead.

Now produce a draft Pulumi state translation:

pulumi plugin run terraform-migrate -- stack \
    --from ${terraform_dir} \
    --to ${pulumi_dir} \
    --out /tmp/pulumi-state.json \
    --plugins /tmp/required-providers.json

Do NOT install the plugin as it will auto-install as needed.

Sometimes terraform-migrate plugin fails because tofu refresh is not authorized. DO NOT skip this step. Work with the user to find or build a Pulumi ESC environment that provides the necessary credentials so the command can succeed. If setting up an ESC environment is not feasible, inform the user that the migration cannot proceed automatically.

Read the generated /tmp/required-providers.json and install all these Pulumi providers into the new project, respecting the suggested versions even if they downgrade an already installed provider. The file will contain records such as [{"name":"aws","version":"7.12.0"}].

Install providers as project dependencies using the language-specific package manager (NOT pulumi plugin install, which only downloads plugins without adding dependencies):

# TypeScript/JavaScript
npm install @pulumi/aws@7.12.0

# Python
pip install pulumi_aws==7.12.0

# Go
go get github.com/pulumi/pulumi-aws/sdk/v7@v7.12.0

# C#
dotnet add package Pulumi.Aws --version 7.12.0

Import the translated state draft (/tmp/pulumi-state.json) into the Pulumi stack:

pulumi stack import --file /tmp/pulumi-state.json

Translate source code to match both the Terraform source and the translated state. Aim for exact match. You can consult the state draft /tmp/pulumi-state.json for Pulumi resource types and names to use.

Iterate on fixing the source code until pulumi_preview tool confirms that there are no changes to make and the diff is empty or almost empty. Provider diffs or diffs on tags may be OK.

Offer the user to link an ESC environment to the stack so that each Pulumi stack can seamlessly have access to the provider credentials it needs.

When all looks good, create a Pull Request with the migrated source code.

View source ↗

File metadata

name: pulumi-terraform-to-pulumi
description: Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack. Use when a user wants to convert Terraform to Pulumi, migrate from HCL, or import tfstate into Pulumi. Do NOT trigger for general Terraform-vs-Pulumi comparisons or questions about using both tools side-by-side.

View original text

---
name: pulumi-terraform-to-pulumi
description: Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack. Use when a user wants to convert Terraform to Pulumi, migrate from HCL, or import tfstate into Pulumi. Do NOT trigger for general Terraform-vs-Pulumi comparisons or questions about using both tools side-by-side.
---

# Migrating from Terraform to Pulumi

> **Critical constraints — read before acting:**
> - Do NOT run `pulumi convert` — use the terraform-migrate plugin instead, which preserves state mapping.
> - Do NOT run `pulumi package add terraform-module` — this is for a different workflow.
> - Do NOT create the Pulumi project under `/workspace` — create it inside the checked-out repo.
> - Replace `${terraform_dir}` and `${pulumi_dir}` below with the actual paths confirmed with the user.

First establish scope and plan the migration by working out with the user:

- where the Terraform sources are (`${terraform_dir}`)
- where the migrated Pulumi project lives (`${pulumi_dir}`)
- what is the target Pulumi language (such as TypeScript, Python, YAML)
- whether migration aims to setup Pulumi stack states, or only translate source code

Confirm the plan with the user before proceeding.

Create a new Pulumi project in `${pulumi_dir}` in the chosen language. Edit sources to be empty and not declare any
resources. Ensure a Pulumi stack exists.

You must run `pulumi_up` tool before proceeding to ensure initial stack state is written.

If no local `.tfstate` file exists in `${terraform_dir}`, the state may be in a remote backend (S3, Pulumi Cloud, Terraform Cloud, etc.). Pull it before proceeding:

    cd ${terraform_dir} && terraform state pull > terraform.tfstate

This works for all backends, including Pulumi Cloud. If `terraform` is not available, try `tofu state pull` instead.

Now produce a draft Pulumi state translation:

    pulumi plugin run terraform-migrate -- stack \
        --from ${terraform_dir} \
        --to ${pulumi_dir} \
        --out /tmp/pulumi-state.json \
        --plugins /tmp/required-providers.json

Do NOT install the plugin as it will auto-install as needed.

Sometimes terraform-migrate plugin fails because `tofu refresh` is not authorized. DO NOT skip this step. Work with the
user to find or build a Pulumi ESC environment that provides the necessary credentials so the command can succeed. If setting up an ESC environment is not feasible, inform the user that the migration cannot proceed automatically.

Read the generated `/tmp/required-providers.json` and install all these Pulumi providers into the new project,
respecting the suggested versions even if they downgrade an already installed provider. The file will contain records
such as `[{"name":"aws","version":"7.12.0"}]`.

Install providers as project dependencies using the language-specific package manager (NOT `pulumi plugin install`,
which only downloads plugins without adding dependencies):

    # TypeScript/JavaScript
    npm install @pulumi/aws@7.12.0

    # Python
    pip install pulumi_aws==7.12.0

    # Go
    go get github.com/pulumi/pulumi-aws/sdk/v7@v7.12.0

    # C#
    dotnet add package Pulumi.Aws --version 7.12.0

Import the translated state draft (`/tmp/pulumi-state.json`) into the Pulumi stack:

    pulumi stack import --file /tmp/pulumi-state.json

Translate source code to match both the Terraform source and the translated state. Aim for exact match. You can consult
the state draft `/tmp/pulumi-state.json` for Pulumi resource types and names to use.

Iterate on fixing the source code until `pulumi_preview` tool confirms that there are no changes to make and the diff
is empty or almost empty. Provider diffs or diffs on tags may be OK.

Offer the user to link an ESC environment to the stack so that each Pulumi stack can seamlessly have access to the
provider credentials it needs.

When all looks good, create a Pull Request with the migrated source code.

Review the source

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: Apache-2.0

Dependency or permission surface needs review
Permission surface may require sandboxing
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 67 GitHub stars
Stars/forks activity: 67 stars, 6 forks; issue activity unavailable in current metadata
Dependency/runtime risk: credential or environment access, external package install surface
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Open full audit

Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.

Start with one small task

1Read the source. Confirm the input, expected output, dependencies and permissions.
2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
3

Source & usage notes

IndexedStatic Checked

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: pulumi/agent-skills
License: Apache-2.0
Version: 1.0.0
Last GitHub push: Sep 8, 2026
Registry updated: Sep 9, 2026
Instruction path: migration/skills/pulumi-terraform-to-pulumi/SKILL.md @ 681aafed85e1

Version reported in registry metadata; check source releases before relying on it.

Quality

60/100

Promising

Trust

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This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open install API LLM text format Open manifest Auto-resolve Plan

More details

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  }
}

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Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/pulumi-pulumi-terraform-to-pulumi?metric=listed&label=Listed)](https://www.openagentskill.com/skills/pulumi-pulumi-terraform-to-pulumi?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/pulumi-pulumi-terraform-to-pulumi?metric=trust&label=Trust)](https://www.openagentskill.com/skills/pulumi-pulumi-terraform-to-pulumi?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/pulumi-pulumi-terraform-to-pulumi?metric=audit&label=Audit)](https://www.openagentskill.com/skills/pulumi-pulumi-terraform-to-pulumi/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/pulumi-pulumi-terraform-to-pulumi?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/pulumi-pulumi-terraform-to-pulumi?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)

Preview badge Open audit Creator kit

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.