pulumi-debug-failed-operation — Claude Code skill: debug failed
Reads the record of a failed pulumi up or pulumi preview, finds the cause, and points to where the fix belongs.
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a claude-codeWhat pulumi-debug-failed-operation does
A Pulumi operation failed and the error is already recorded in Pulumi Cloud. This skill pulls it from there with pulumi api instead of re-running the deployment. You give it the org, project, stack, and the update version or preview id; it fills gaps from context — the selected stack via pulumi stack --show-name or Pulumi.yaml, and the latest update when no version is named.
It then extracts the diagnostic messages from the recorded events and works through each one. One thing matters here: don't read only the messages tagged error. A program error, the usual case for a failed preview, arrives as a stderr diagnostic tagged info#err. The trailing sed in the commands strips terminal colour codes that show up as <{%reset%}>.
The skill sorts the cause into one of three places. The program — the code is wrong and you edit it. The state — the code is fine but stored state and real resources disagree, so pulumi refresh or pulumi import. The environment — credentials, permissions, OIDC or quota, and the resource code stays untouched. When a diagnostic is empty, the real error is usually in the log of whatever the resource shelled out to. You need access to Pulumi Cloud and an authenticated Pulumi CLI for any of this.
What it helps with
- work out why
pulumi upfailed - trace the cause of a failed preview
- tell a code error apart from state drift
- decide whether to fix the program, the state or the environment
- find the failing operation when the user names none
Example prompts for the agent
- debug update 161 on the vvm-dev stack
- find out what broke the last
pulumi preview - trace the failure and tell me whether the fix is in the code or the state
How to install pulumi-debug-failed-operation
1Skills CLI (Vercel)
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a claude-code2Manually: put the files in place
~/.claude/skills/pulumi-debug-failed-operation/SKILL.mdCopy the whole skill folder; for one project use .claude/skills/pulumi-debug-failed-operation/
1Skills CLI (Vercel)
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a codex2Manually: put the files in place
.agents/skills/pulumi-debug-failed-operation/SKILL.mdFor all projects use ~/.agents/skills/
1Skills CLI (Vercel)
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a cursor2Manually: put the files in place
.cursor/skills/pulumi-debug-failed-operation/SKILL.mdCursor also reads .agents/skills/ and .claude/skills/
1GitHub CLI
gh skill install pulumi/agent-skills pulumi-debug-failed-operation2Manually: put the files in place
.github/skills/pulumi-debug-failed-operation/SKILL.md1Skills CLI (Vercel)
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a gemini-cli2Platform CLI
gemini skills install https://github.com/pulumi/agent-skills --path pulumi/skills/pulumi-debug-failed-operationManually: put the files in place
.devin/skills/pulumi-debug-failed-operation/SKILL.mdThe legacy .windsurf/skills/ path still works
Skills CLI (Vercel)
npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a opencodeClaude.ai
Zip the folder and upload it in Settings → Capabilities → Skills
Step by step, with commands for each platform: How to install skills in Claude Code: five ways
Questions about pulumi-debug-failed-operation
How do I install pulumi-debug-failed-operation in Claude?
Run npx skills add pulumi/agent-skills --skill pulumi-debug-failed-operation -a claude-code. The skill then lives at ~/.claude/skills/pulumi-debug-failed-operation/SKILL.md.
What does pulumi-debug-failed-operation do?
It reads the record of a failed Pulumi operation, pulls out the diagnostic messages, and names where the fix belongs: the program, the state or the environment.
What do I need for the skill to work?
Access to Pulumi Cloud and an authenticated Pulumi CLI, since the commands go through pulumi api. The stack doesn't have to be selected locally to read its record, but you'll need it selected to apply a fix.
Source text
SKILL.md · Apache-2.0
---
name: pulumi-debug-failed-operation
version: 1.1.1
description: |
Debug a Pulumi update or preview that failed: read the failure Pulumi already
recorded, find what caused it, and fix it. Load this skill when the user asks
to debug, diagnose, or fix a failed update or preview, or points at a failing
`pulumi up` or `pulumi preview`. Don't load it for authoring new
infrastructure, migrations, or provider upgrades; those have their own skills.
---
# Debug a failed Pulumi operation
A Pulumi operation has failed. Find what caused it and fix it. The user usually
points you at it, so start by working out which operation to debug, and confirm it
with the user before doing anything else. Pulumi recorded the error when the
operation failed, so once you know which operation it is you can read the error from
that record without running anything again.
The commands below reach Pulumi Cloud with `pulumi api`, a subcommand of the Pulumi
CLI that you run in your shell. Each one targets a stack by the explicit
`{orgName}/{projectName}/{stackName}` path you pass it, so you do not need that
stack selected locally to read its record. Selecting the stack matters later, when
you go to apply a fix.
## Start from the operation the user gave you
The user usually supplies the operation as a set of fields: the org, project, stack,
and update version (or preview id) — most often stated in prose, for example "debug
update 161 of vvm-dev". You need these to address the API: `{orgName}`,
`{projectName}`, `{stackName}`, and the version or preview id.
Fill any missing field from context. Take the org, project, or stack from the
currently selected stack (`pulumi stack --show-name`, `pulumi stack ls`) or
`Pulumi.yaml`. A missing version means the most recent update on that stack.
Briefly confirm which operation you landed on, its version or preview id and the
stack, before reading further. Keep it lightweight; they already told you.
## Read what failed
A failed update and a failed preview both record engine events, and the error is in
the diagnostic messages inside those events. Using the fields you settled on above,
fetch the events and pull the messages out.
For a failed update, use the `update` path with the version number:
```
pulumi api /api/stacks/{orgName}/{projectName}/{stackName}/update/<version>/events \
| jq -r '.events[].diagnosticEvent | select(. != null) | "[\(.severity)] \(.message)"' \
| sed 's/<{%reset%}>//g'
```
For a failed preview, use the `preview` path with the preview id:
```
pulumi api /api/stacks/{orgName}/{projectName}/{stackName}/preview/<preview-id>/events \
| jq -r '.events[].diagnosticEvent | select(. != null) | "[\(.severity)] \(.message)"' \
| sed 's/<{%reset%}>//g'
```
Read every message, not only the ones tagged `severity == "error"`. A provider
error carries that `error` tag, but a program error, which is the common case when
a preview fails, arrives as a stderr diagnostic tagged `info#err`. The trailing
`sed` strips terminal color codes that Pulumi embeds in the text, which otherwise
show up as `<{%reset%}>`.
## Find the cause and where the fix belongs
An operation can fail with errors from more than one resource, so read all of the
diagnostics first, then work through each error. Trace every error back to the
resource that raised it (its URN and type), to where that resource is declared in
the program, and to the inputs that feed it.
The error text tells you what kind of problem it is, and that points to where the
fix belongs. A Pulumi fix lands in one of three places, and naming the right one
keeps you from editing code that was never the problem.
- **The program.** The code is wrong: a bad reference, a wrong type, an input the
provider rejected, or a value used before it had resolved. This is what a failed
preview usually reports, because the plan could not be built. Fix it by editing
the code.
- **The state.** The code is correct, but the stored state and the real cloud
resources disagree. Reconcile drift with `pulumi refresh`, and bring a resource
that already exists outside the state under management with `pulumi import`
rather than recreating it. Note that an operation which failed partway through
applying may have already changed some resources, so check the current state
before you decide.
- **The environment.** The problem is outside Pulumi: credentials, permissions,
OIDC, or a quota. Fix the role, the ESC environment, or the capacity that the
provider rejected, rather than the resource code.
When a diagnostic is empty or too thin to act on, the real error usually isn't in
the record — it's in the log of whatever the resource shelled out to. Read it
there. If reaching it needs access you don't have (a token, a run, a not-found),
stop and tell the user what you're blocked on and the one thing you need from them.
## Fix the cause
Make the smallest change that addresses the root cause. How you confirm the fix,
and how you deliver it, whether as a local edit or as a pull request, follow your
mode's workflow, not this skill.
## If the user didn't say which operation
When the user gives you nothing to go on, debug their most recent operation on the
stack. The update list does not record who ran each update, so find it through the
API:
1. Run `pulumi whoami` to get the current user's login.
2. Read the latest update and who requested it with
`pulumi api /api/stacks/{orgName}/{projectName}/{stackName}/updates/latest`, and
compare its `requestedBy.githubLogin` to the login from step 1.
3. If they match, that update is the one to debug. If they do not, walk back one
version at a time with
`pulumi api /api/stacks/{orgName}/{projectName}/{stackName}/updates/<n>` until
`requestedBy.githubLogin` matches the user.
Tell the user which operation you landed on, its version, kind, and result, and
confirm it is the one they mean before going further.
© pulumi · Apache-2.0 · pulumi/agent-skills