---

name: docs-validation description: Validate SaladCloud documentation tutorials and how-to guides. Use when asked to validate, test, verify, or check documentation for accuracy, working code examples, correct API calls, or UI consistency. Supports both authenticated and unauthenticated validation modes.

Documentation Validation Skill

Validates SaladCloud tutorials and how-to guides by actually following them step-by-step to ensure they work end-to-end.

Core Philosophy

The best way to validate a tutorial is to follow it. Don't just check syntax - actually attempt each step as a user would. If a step fails or is unclear, that's a validation failure.

Quick Start

Validate a single file

CopyValidate container-engine/tutorials/quickstart.mdx

Validate all tutorials

CopyValidate all tutorials in container-engine/

Validate changed files only

CopyValidate documentation files changed in this PR

What Gets Validated

End-to-End Walkthrough (Primary)

The most important validation - actually following the tutorial:

• Attempt each step as documented
• Execute API calls and verify responses
• Follow portal UI instructions in a real browser
• Verify the workflow achieves its stated goal
• Report any step that fails, is unclear, or produces unexpected results

Code Blocks

• Python syntax and imports
• Dockerfile instructions
• Bash/shell commands
• JSON/YAML validity

API Examples

• curl commands match OpenAPI specs
• Required headers present
• Request bodies have required fields
• Endpoints exist
• Live execution when credentials are available

Portal UI (with authentication)

• Navigation paths work
• Button/link text matches
• Form fields exist
• Screenshots match current UI

Content Freshness

• Last updated dates
• Version references
• Terminology consistency
• External link validity

Authentication Setup

For portal UI validation, set credentials as environment variables:

Copyexport MCPROXY_CREDENTIAL_SALAD_EMAIL="your-email@example.com"
export MCPROXY_CREDENTIAL_SALAD_PASSWORD="your-password"

The AI agent never sees actual credential values - only references them by name.

See AUTH.md for detailed setup instructions.

Validation Modes

Full Walkthrough (Default)

Actually follows the tutorial end-to-end:

1. tutorial-walkthrough-validator - Attempts each step as a user would
2. code-block-validator - Validates code syntax
3. api-validator - Checks API examples against specs and executes them
4. portal-validator - Verifies UI instructions in real browser
5. content-validator - Checks freshness and terminology

This is the recommended mode - it catches issues that syntax checking misses.

Quick Validation

Skips browser-based and live API checks:

• Code block validation (syntax only)
• API example validation (spec matching only)
• Content freshness check

Use when you don't have credentials or need fast feedback.

Syntax-Only Validation

Just checks code block syntax:

• Python, Dockerfile, Bash, JSON, YAML
• No API or portal checks
• Fastest mode

File Locations

Tutorials

• container-engine/tutorials/
• gateway-service/tutorials/
• transcription/tutorials/

How-to Guides

• container-engine/how-to-guides/
• transcription/how-to-guides/

API Specs (for validation)

• api-specs/salad-cloud.yaml
• api-specs/salad-cloud-imds.yaml
• api-specs/transcribe.json
• api-specs/s4.yml

Report Format

Copy# Validation Report: quickstart.mdx

## Summary

| Check        | Status | Issues |
| ------------ | ------ | ------ |
| End-to-End   | FAIL   | 1      |
| Code Blocks  | PASS   | 0      |
| API Examples | WARN   | 2      |
| Portal UI    | FAIL   | 1      |
| Content      | PASS   | 0      |

## Walkthrough Results

| Step | Description             | Status | Notes                         |
| ---- | ----------------------- | ------ | ----------------------------- |
| 1    | Obtain API Key          | PASS   | Found in portal as documented |
| 2    | Deploy Container Image  | FAIL   | 400 error - missing field     |
| 3    | Select Multiple GPUs    | SKIP   | Depends on Step 2             |
| 4    | Check Deployment Status | SKIP   | No deployment to check        |

**End-to-End Result:** FAIL - Could not complete tutorial as written

## Issues

### WALK-001 (Failure)

**Step:** 2 - Deploy Container Image **Type:** API Error **Details:** POST request returned 400 Bad Request - response:
"autostart_policy is required" **Impact:** User cannot complete tutorial as written **Fix:** Add
`"autostart_policy": false` to the JSON example

### API-001 (Warning)

**Location:** Line 89 **Type:** Missing header **Details:** curl example missing Content-Type header **Fix:** Add
`-H "Content-Type: application/json"`

### UI-001 (Failure)

**Location:** Line 45, Step 3 **Type:** UI text mismatch **Details:** Button says "New Container Group", docs say
"Create Container Group" **Fix:** Update button text in documentation

Specialized Agents

This skill coordinates several specialized validation agents:

• tutorial-walkthrough-validator - Actually follows the tutorial step-by-step (PRIMARY)
• code-block-validator - Validates code syntax and structure
• api-validator - Checks API examples against OpenAPI specs, executes when possible
• portal-validator - Browser-based UI validation
• content-validator - Freshness and terminology checks

CI/CD Integration

Copy# GitHub Actions example
- name: Validate Documentation
  env:
    MCPROXY_CREDENTIAL_SALAD_EMAIL: ${{ secrets.DOCS_VALIDATOR_EMAIL }}
    MCPROXY_CREDENTIAL_SALAD_PASSWORD: ${{ secrets.DOCS_VALIDATOR_PASSWORD }}
  run: |
    claude "Validate changed MDX files in this PR"