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Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AWS, Azure, GCP, integrating with secret stores (AWS Secrets Manager, Azure Key Va
Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AWS, Azure, GCP, integrating with secret stores (AWS Secrets Manager, Azure Key Vault, HashiCorp Vault, 1Password), or using ESC with Pulumi stacks.
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Pulumi ESC is a centralized service for managing environments, secrets, and configuration across cloud infrastructure and applications.
ESC enables teams to:
# Create a new environment
pulumi env init <org>/<project-name>/<environment-name>
# Edit environment (opens in editor)
pulumi env edit <org>/<project-name>/<environment-name>
# Set values
pulumi env set <org>/<project-name>/<environment-name> <key> <value>
pulumi env set <org>/<project-name>/<environment-name> <key> <value> --secret
# View definition (secrets hidden)
pulumi env get <org>/<project-name>/<environment-name>
# Open and resolve (reveals secrets)
pulumi env open <org>/<project-name>/<environment-name>
# Run command with environment
pulumi env run <org>/<project-name>/<environment-name> -- <command>
# Link to Pulumi stack
pulumi config env add <project-name>/<environment-name>
pulumi env get: Shows static definition, secrets appear as [secret]pulumi env open: Resolves and reveals all values including secrets and dynamic credentialspulumi env run: Executes commands with environment variables loadedpulumi config env add: Only takes the / portionEnvironments are YAML documents with reserved top-level keys:
imports: Import and compose other environmentsvalues: Define configuration and secretsReserved sub-keys under values:
environmentVariables: Map values to shell environment variablespulumiConfig: Configure Pulumi stack settingsfiles: Generate files with environment dataimports:
- common/base-config
values:
environment: production
region: us-west-2
dbPassword:
fn::secret: super-secure-password
environmentVariables:
AWS_REGION: ${region}
DB_PASSWORD: ${dbPassword}
pulumiConfig:
aws:region: ${region}
app:dbPassword: ${dbPassword}
Use the fn::open::pulumi-stacks provider to consume another stack's outputs. The
stacks and network keys below are arbitrary names you choose. Once the function
resolves, it replaces stacks.network with the named stack's outputs — so the
output names (vpcId, subnetIds) do not appear in the static YAML; they come from
whatever the producer stack exports. Two things are easy to get wrong:
stack: <project>/<stackName>
field — not separate projectName/stackName fields..outputs. level
(use ${stacks.network.vpcId}, not ${stacks.network.outputs.vpcId}).Example — replace the stack name and output names with your own:
values:
stacks:
fn::open::pulumi-stacks:
stacks:
network: # arbitrary local name for the referenced stack
stack: my-project/dev # producer stack to read outputs from
pulumiConfig:
# vpcId / subnetIds are whatever the producer stack exports; after the function
# resolves they are available directly under `stacks.network` (no `.outputs.`).
vpcId: ${stacks.network.vpcId}
subnetIds: ${stacks.network.subnetIds}
Full schema: https://www.pulumi.com/docs/esc/providers/pulumi-stacks/
The console URL for an environment is
https://app.pulumi.com/<org>/esc/<project>/<environment>. The route segment is
esc, not environments.
If the user asks basic questions like "How do I create an environment?" or "What's the difference between get and open?", answer directly using the information above.
When users need more information, use the web-fetch tool to get content from the official Pulumi ESC documentation:
fn::open::pulumi-stacks): https://www.pulumi.com/docs/esc/providers/pulumi-stacks/pulumi env subcommands over esc CLI.Use the web-fetch tool with specific prompts to extract relevant information from these docs.
When helping users:
pulumi env commands to list environments or read definitionspulumi env get or pulumi preview
a. Only use pulumi env open when the full resolved values are needed, but use cautiously as it reveals secrets.User: "How do I set up AWS OIDC credentials in ESC?"
1. Use the web-fetch tool to get AWS OIDC documentation from "https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/aws-login/"
2. Provide the user with the configuration
3. Ask the user if they have a pre-defined role or need one created for them
4. Set up as much of the environment as possible, then guide them through any steps that you can't do for them
5. Help them test with `pulumi env get` or `pulumi env open` if necessary
pulumi env init my-org/my-project/dev-config
# Edit environment (accepts new definition from a file, better for agents, more difficult for users)
pulumi env edit --file /tmp/example.yml my-org/my-project/dev-config
pulumi config env add my-project/dev-config
pulumi config # Verify environment values are accessible
Always prefer CLI commands. Only use the API when absolutely necessary (e.g., bulk operations, automation).
Available API endpoints include:
GET /api/esc/environments/{orgName} - List environmentsGET /api/esc/environments/{orgName}/{projectName}/{envName} - Read environment definitionGET /api/esc/providers?orgName={orgName} - List available providersUse the pulumi api CLI subcommand to make requests when needed, e.g. pulumi api /api/esc/providers -F orgName={orgName}.
fn::secret for sensitive values<org>/my-app/production-aws not <org>/app/prodpulumi config shows expected values after linking an environment to a stackpulumi env run for commands needing environment variablespulumi env open when absolutely necessary, as it reveals secretspulumi config env add) without explicit user confirmation, and never pass --yes.Start with the remediation in the error message. An expired or missing login usually just needs the user to re-authenticate, and most providers name the fix or the command:
Failed to refresh cached SSO credentials. Please refresh SSO login.
→ aws sso loginExpiredToken: The security token included in the request is expired → refresh the session or keysaz logingcloud auth application-default loginpulumi loginRelay the fix and have the user retry. If the error does not name a remediation
(for example a bare Unable to locate credentials, or an access-denied that may
mean the wrong account or profile rather than an expired login), don't guess —
identify how the project authenticates (provider config, the active profile, any
linked ESC environment) and address that.
Changing where the project gets its credentials (adding or switching an ESC environment, editing provider config) is a deliberate change, not a reflexive fix for an expired session. Do it only if the user wants it, and follow the rules below.
Do not pick an environment because its name looks relevant (*-aws-oidc,
*-creds, *-workshop, etc.). A matching name does not mean it is the right
one or that it belongs to this user's work.
Before proposing any existing environment:
pulumi env get <org>/<project>/<env>.roleArn names a specific AWS account — if it points
at a different account (a shared workshop, an instructor role, another team),
it is the wrong environment and will run operations against the wrong account
or fail.pulumi config env add edits the stack config (Pulumi.<stack>.yaml) and
changes the credentials Pulumi operations run under. Never run it without
explicit user confirmation, and never pass --yes to skip that confirmation.
Tell the user what will change and let them decide.
After linking, resolved credential values often show as [unknown] until the
environment is opened or run. Do not claim the error is fixed or that the next
operation will succeed until you have verified it — check pulumi config, and
confirm the credentials resolve to the expected account before declaring success.
pulumi env ls -o <org>pulumi env open not pulumi env getpulumi config env ls to ensure the stack is listed.
name: pulumi-esc description: Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AWS, Azure, GCP, integrating with secret stores (AWS Secrets Manager, Azure Key Vault, HashiCorp Vault, 1Password), or using ESC with Pulumi stacks.
---
name: pulumi-esc
description: Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AWS, Azure, GCP, integrating with secret stores (AWS Secrets Manager, Azure Key Vault, HashiCorp Vault, 1Password), or using ESC with Pulumi stacks.
---
# Pulumi ESC (Environments, Secrets, and Configuration)
Pulumi ESC is a centralized service for managing environments, secrets, and configuration across cloud infrastructure and applications.
## What is ESC?
ESC enables teams to:
- **Centralize secrets and configuration** in one secure location
- **Compose environments** by importing and layering configuration
- **Generate dynamic credentials** via OIDC for AWS, Azure, GCP
- **Integrate external secret stores** (AWS Secrets Manager, Azure Key Vault, Vault, 1Password)
- **Version and audit** all configuration changes
- **Control access** with fine-grained RBAC
## Essential CLI Commands
```bash
# Create a new environment
pulumi env init <org>/<project-name>/<environment-name>
# Edit environment (opens in editor)
pulumi env edit <org>/<project-name>/<environment-name>
# Set values
pulumi env set <org>/<project-name>/<environment-name> <key> <value>
pulumi env set <org>/<project-name>/<environment-name> <key> <value> --secret
# View definition (secrets hidden)
pulumi env get <org>/<project-name>/<environment-name>
# Open and resolve (reveals secrets)
pulumi env open <org>/<project-name>/<environment-name>
# Run command with environment
pulumi env run <org>/<project-name>/<environment-name> -- <command>
# Link to Pulumi stack
pulumi config env add <project-name>/<environment-name>
```
## Key Concepts
### Command Distinctions
- **`pulumi env get`**: Shows static definition, secrets appear as `[secret]`
- **`pulumi env open`**: Resolves and reveals all values including secrets and dynamic credentials
- **`pulumi env run`**: Executes commands with environment variables loaded
- **`pulumi config env add`**: Only takes the <project-name>/<environment-name> portion
### Environment Structure
Environments are YAML documents with reserved top-level keys:
- **`imports`**: Import and compose other environments
- **`values`**: Define configuration and secrets
Reserved sub-keys under `values`:
- **`environmentVariables`**: Map values to shell environment variables
- **`pulumiConfig`**: Configure Pulumi stack settings
- **`files`**: Generate files with environment data
### Basic Example
```yaml
imports:
- common/base-config
values:
environment: production
region: us-west-2
dbPassword:
fn::secret: super-secure-password
environmentVariables:
AWS_REGION: ${region}
DB_PASSWORD: ${dbPassword}
pulumiConfig:
aws:region: ${region}
app:dbPassword: ${dbPassword}
```
### Reading Another Stack's Outputs
Use the `fn::open::pulumi-stacks` provider to consume another stack's outputs. The
`stacks` and `network` keys below are arbitrary names you choose. Once the function
resolves, it *replaces* `stacks.network` with the named stack's outputs — so the
output names (`vpcId`, `subnetIds`) do not appear in the static YAML; they come from
whatever the producer stack exports. Two things are easy to get wrong:
- The stack is named by a single project-qualified `stack: <project>/<stackName>`
field — **not** separate `projectName`/`stackName` fields.
- Outputs resolve directly under the stack name — there is **no** `.outputs.` level
(use `${stacks.network.vpcId}`, not `${stacks.network.outputs.vpcId}`).
Example — replace the stack name and output names with your own:
```yaml
values:
stacks:
fn::open::pulumi-stacks:
stacks:
network: # arbitrary local name for the referenced stack
stack: my-project/dev # producer stack to read outputs from
pulumiConfig:
# vpcId / subnetIds are whatever the producer stack exports; after the function
# resolves they are available directly under `stacks.network` (no `.outputs.`).
vpcId: ${stacks.network.vpcId}
subnetIds: ${stacks.network.subnetIds}
```
Full schema: https://www.pulumi.com/docs/esc/providers/pulumi-stacks/
### Viewing an Environment in the Pulumi Cloud Console
The console URL for an environment is
`https://app.pulumi.com/<org>/esc/<project>/<environment>`. The route segment is
`esc`, not `environments`.
## Working with the User
### For Simple Questions
If the user asks basic questions like "How do I create an environment?" or "What's the difference between get and open?", answer directly using the information above.
### For Detailed Documentation
When users need more information, use the web-fetch tool to get content from the official Pulumi ESC documentation:
- **Complete YAML syntax and functions** → https://www.pulumi.com/docs/esc/environments/syntax/
- **Provider integrations** (AWS, Azure, GCP, Vault, 1Password):
- AWS: https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/aws-login/
- Azure: https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/azure-login/
- GCP: https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/gcp-login/
- Short-term credential (OIDC) providers: https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/
- Dynamic secret providers: https://www.pulumi.com/docs/esc/integrations/dynamic-secrets/
- Pulumi stack outputs (`fn::open::pulumi-stacks`): https://www.pulumi.com/docs/esc/providers/pulumi-stacks/
- All providers (index): https://www.pulumi.com/docs/esc/providers/
- **Getting started guide** → https://www.pulumi.com/docs/esc/get-started/
- **CLI reference** → https://www.pulumi.com/docs/esc/cli/commands/
- Prefer using the `pulumi env` subcommands over `esc` CLI.
Use the web-fetch tool with specific prompts to extract relevant information from these docs.
### For Complex Tasks
When helping users:
1. **Understand the goal**: Are they setting up new environments, migrating from stack config, or debugging?
2. **Check existing setup**: Use `pulumi env` commands to list environments or read definitions
3. **Fetch relevant documentation**: Use the web-fetch to get specific examples or syntax from the official docs
4. **Provide step-by-step guidance**: Walk through the process with specific commands
5. **Validate**: Help them test with `pulumi env get` or `pulumi preview`
a. Only use `pulumi env open` when the full resolved values are needed, but use cautiously as it reveals secrets.
### Example: Helping with AWS OIDC Setup
```text
User: "How do I set up AWS OIDC credentials in ESC?"
1. Use the web-fetch tool to get AWS OIDC documentation from "https://www.pulumi.com/docs/esc/integrations/dynamic-login-credentials/aws-login/"
2. Provide the user with the configuration
3. Ask the user if they have a pre-defined role or need one created for them
4. Set up as much of the environment as possible, then guide them through any steps that you can't do for them
5. Help them test with `pulumi env get` or `pulumi env open` if necessary
```
## Common Workflows
### Creating an Environment
```bash
pulumi env init my-org/my-project/dev-config
# Edit environment (accepts new definition from a file, better for agents, more difficult for users)
pulumi env edit --file /tmp/example.yml my-org/my-project/dev-config
```
### Linking to Stack
```bash
pulumi config env add my-project/dev-config
pulumi config # Verify environment values are accessible
```
### API Access (Rare)
**Always prefer CLI commands.** Only use the API when absolutely necessary (e.g., bulk operations, automation).
Available API endpoints include:
- `GET /api/esc/environments/{orgName}` - List environments
- `GET /api/esc/environments/{orgName}/{projectName}/{envName}` - Read environment definition
- `GET /api/esc/providers?orgName={orgName}` - List available providers
Use the `pulumi api` CLI subcommand to make requests when needed, e.g. `pulumi api /api/esc/providers -F orgName={orgName}`.
## Best Practices
1. Always use `fn::secret` for sensitive values
2. Prefer OIDC over static keys
3. Use descriptive names like `<org>/my-app/production-aws` not `<org>/app/prod`
4. Layer environments: base → cloud-provider → stack-specific
5. Verify that `pulumi config` shows expected values after linking an environment to a stack
6. Prefer using `pulumi env run` for commands needing environment variables
7. Only use `pulumi env open` when absolutely necessary, as it reveals secrets
8. Before using an existing environment, verify its account and role and get the user's confirmation; never select one by name alone. Never link an environment to a stack (`pulumi config env add`) without explicit user confirmation, and never pass `--yes`.
## Handling Credential Errors and Existing Environments
### Credential errors
Start with the remediation in the error message. An expired or missing login
usually just needs the user to re-authenticate, and most providers name the fix
or the command:
- AWS SSO: `Failed to refresh cached SSO credentials. Please refresh SSO login.`
→ `aws sso login`
- AWS temporary credentials: `ExpiredToken: The security token included in the
request is expired` → refresh the session or keys
- Azure: re-run `az login`
- GCP: re-run `gcloud auth application-default login`
- Pulumi Cloud (401 / unauthorized): `pulumi login`
Relay the fix and have the user retry. If the error does not name a remediation
(for example a bare `Unable to locate credentials`, or an access-denied that may
mean the wrong account or profile rather than an expired login), don't guess —
identify how the project authenticates (provider config, the active profile, any
linked ESC environment) and address that.
Changing where the project gets its credentials (adding or switching an ESC
environment, editing provider config) is a deliberate change, not a reflexive
fix for an expired session. Do it only if the user wants it, and follow the
rules below.
### Never select an existing environment by name
Do not pick an environment because its name looks relevant (`*-aws-oidc`,
`*-creds`, `*-workshop`, etc.). A matching name does not mean it is the right
one or that it belongs to this user's work.
Before proposing any existing environment:
1. Inspect it with `pulumi env get <org>/<project>/<env>`.
2. Confirm the target it authenticates to matches where the user's resources
actually live. An OIDC `roleArn` names a specific AWS account — if it points
at a different account (a shared workshop, an instructor role, another team),
it is the wrong environment and will run operations against the wrong account
or fail.
3. Show the candidate to the user and confirm it is theirs and correct before
using it.
### Linking an environment changes which credentials operations use — confirm first
`pulumi config env add` edits the stack config (`Pulumi.<stack>.yaml`) and
changes the credentials Pulumi operations run under. Never run it without
explicit user confirmation, and never pass `--yes` to skip that confirmation.
Tell the user what will change and let them decide.
### Verify before claiming it worked
After linking, resolved credential values often show as `[unknown]` until the
environment is opened or run. Do not claim the error is fixed or that the next
operation will succeed until you have verified it — check `pulumi config`, and
confirm the credentials resolve to the expected account before declaring success.
### Quick troubleshooting
- **"Environment not found"**: Check permissions with `pulumi env ls -o <org>`
- **"Secret decryption failed"**: Use `pulumi env open` not `pulumi env get`
- **"Stack can't read values"**: Verify `pulumi config env ls` to ensure the stack is listed.
- Ensure the environment is referenced only by the project-name/environment-name format.
- Get the specific environment definition with `pulumi env get <org>/<project-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
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
Version reported in registry metadata; check source releases before relying on it.
Quality
60/100
Promising
Trust
60/100
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.
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"successes": 0,
"failures": 0,
"not_relevant": 0,
"success_rate": null,
"recent_success_rate": null,
"recent_failure_rate": null,
"install_attempts": 0,
"install_success_rate": null,
"risk_blocked": 0,
"setup_required": 0,
"avg_output_quality": null,
"production_outcomes": 0,
"last_outcome_at": null,
"label": "No agent outcome data yet"
},
"auto_install": {
"allowed": false,
"sandbox_required": true,
"reason": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"best_for": [
"security",
"agent-skill"
],
"known_risks": [
"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: command execution surface, credential or environment access",
"Permission surface: secrets or environment access, shell or command execution",
"Review status: AI review approval is missing"
]
},
"agent_proven": {
"version": "agent-proven-v1",
"score": 0,
"tier": "unproven",
"label": "Needs first agent run",
"summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
"metrics": {
"totalOutcomes": 0,
"successfulOutcomes": 0,
"failedOutcomes": 0,
"installAttempts": 0,
"installSuccessRate": null,
"successRate": null,
"recentSuccessRate": null,
"recentFailureRate": null,
"riskBlocked": 0,
"setupRequired": 0,
"notRelevant": 0,
"avgOutputQuality": null,
"avgTimeToUsefulMs": null,
"productionOutcomes": 0,
"humanReviewRequired": 0,
"uniqueAgents": 0,
"lastOutcomeAt": null
},
"signals": [],
"penalties": [
"No real agent outcome evidence yet"
]
},
"audit": {
"score": 73,
"risk_level": "needs_review",
"risk_label": "Needs review",
"warnings": [
"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: command execution surface, credential or environment access"
]
},
"safety_gate": {
"tier": "blocked",
"label": "Blocked for auto-install",
"auto_install_policy": "block",
"auto_install_allowed": false,
"human_review_required": true,
"blocked": true,
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"quality": {
"score": 60,
"label": "Promising"
},
"supply": {
"track": "Data, BI, and analytics",
"scenario": "Security and compliance",
"maintenance": "8d since push",
"risk": "Needs review"
},
"alternative_skills": [],
"do_not_use_when": [
"teams that need a vendor-supported SLA",
"high-compliance environments without internal security review",
"No OpenAgentSkill engagement data yet",
"High-risk permission hints: Shell or command execution, Secrets or environment access",
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"AI review approval is missing",
"Quality score needs review"
],
"agent_contract": {
"task_input": "Use pulumi-esc in an agent workflow",
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
"install_policy": "block",
"minimum_review_before_use": [
"Trust: 68/100 Manual review",
"Audit: 73/100 Needs review",
"Safety: 29/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "pulumi-pulumi-esc (pulumi-esc)",
"install_command": "npx skills add pulumi/agent-skills --skill pulumi-esc",
"risk_summary": "Needs review; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "pulumi-pulumi-esc",
"task": "Use pulumi-esc in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/pulumi-pulumi-esc",
"api": "https://www.openagentskill.com/api/agent/skills/pulumi-pulumi-esc",
"audit": "https://www.openagentskill.com/skills/pulumi-pulumi-esc/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=pulumi-pulumi-esc&task=Use%20pulumi-esc%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20pulumi-esc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20pulumi-esc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/pulumi-pulumi-esc/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/pulumi-pulumi-esc"
}
}Listing source
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Sandbox only
Audit
73/100
Needs review
Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.