Files
AutoMetabuilder/docs/WORKFLOW_VALIDATION.md
copilot-swe-agent[bot] 4447e949ab Refactor validation to use jsonschema library with extracted schema file
Extract schema from ROADMAP.md to dedicated JSON file in schema/ folder.
Use jsonschema library for validation instead of custom implementation.
Add jsonschema to pyproject.toml dependencies.

Co-authored-by: johndoe6345789 <224850594+johndoe6345789@users.noreply.github.com>
2026-01-10 23:44:08 +00:00

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# Workflow JSON Validation
This repository includes a validation tool for workflow JSON files based on the N8N-style workflow schema defined in ROADMAP.md and extracted to a dedicated schema file.
## Schema Definition
The workflow JSON schema is extracted from [ROADMAP.md](../ROADMAP.md) (lines 84-430) and stored in `backend/autometabuilder/schema/n8n-workflow.schema.json`. It defines the structure for N8N-style workflows with the following key requirements:
- **Required fields**: `name`, `nodes`, `connections`
- **Nodes**: Must contain at least 1 node with `id`, `name`, `type`, `typeVersion`, and `position`
- **Connections**: Define the flow between nodes
- **Optional fields**: `id`, `active`, `versionId`, `createdAt`, `updatedAt`, `tags`, `meta`, `settings`, `pinData`, `staticData`, `credentials`, `triggers`
## Validation Tool
### Running the Validation Tool
You can validate all workflow JSON files using the following methods:
#### 1. Using Poetry Command (Recommended)
```bash
poetry run validate-workflows
```
#### 2. Direct Python Execution
```bash
cd backend/autometabuilder
python tools/validate_workflows.py
```
#### 3. As Part of CI
The validation is automatically run as part of the CI pipeline. See `.github/workflows/ci.yml` for the configuration.
### What Gets Validated
The tool automatically discovers and validates all `workflow.json` files in the `backend/autometabuilder/packages/` directory.
Currently, there are 19 workflow files being validated:
- backend_bootstrap
- blank
- conditional_logic_demo
- contextual_iterative_loop
- data_processing_demo
- default_app_workflow
- dict_plugins_test
- game_tick_loop
- iterative_loop
- list_plugins_test
- logic_plugins_test
- math_plugins_test
- plan_execute_summarize
- repo_scan_context
- single_pass
- string_plugins_test
- testing_triangle
- web_server_bootstrap
- web_server_json_routes
### Validation Rules
The validator checks:
1. **JSON Syntax**: File must be valid JSON
2. **Required Fields**: Must have `name`, `nodes`, `connections`
3. **Name Field**: Must be a non-empty string
4. **Nodes Array**: Must contain at least 1 node
5. **Node Structure**: Each node must have:
- `id` (non-empty string)
- `name` (non-empty string)
- `type` (non-empty string)
- `typeVersion` (number >= 1)
- `position` (array of 2 numbers [x, y])
6. **Connections**: Must be an object/dict
7. **Triggers** (if present): Must be an array of valid trigger objects
### Example Valid Workflow
```json
{
"name": "Example Workflow",
"active": false,
"nodes": [
{
"id": "start",
"name": "Start",
"type": "core.start",
"typeVersion": 1,
"position": [0, 0],
"parameters": {}
}
],
"connections": {},
"triggers": [
{
"nodeId": "start",
"kind": "manual",
"enabled": true,
"meta": {
"description": "Manually triggered workflow"
}
}
]
}
```
## Testing
The validation tool has its own test suite:
```bash
# Run validation tests
poetry run pytest backend/tests/test_workflow_validation.py -v
# Run all tests including workflow validation
poetry run pytest
```
## Adding New Workflows
When adding new workflow JSON files:
1. Place the `workflow.json` file in a package directory under `backend/autometabuilder/packages/`
2. Ensure it follows the schema defined in ROADMAP.md
3. Run the validation tool to verify: `poetry run validate-workflows`
4. The validation will automatically run in CI when you push your changes
## Common Issues
### Empty Nodes Array
**Error**: `Field 'nodes' must contain at least 1 node`
**Solution**: Add at least one node to the workflow. Even blank templates need a starting node:
```json
{
"name": "Blank Canvas",
"nodes": [
{
"id": "start",
"name": "Start",
"type": "core.start",
"typeVersion": 1,
"position": [0, 0],
"parameters": {}
}
],
"connections": {}
}
```
### Missing Required Fields
**Error**: `Missing required fields: name, nodes`
**Solution**: Ensure your workflow JSON includes all required top-level fields: `name`, `nodes`, and `connections`.
### Invalid Node Structure
**Error**: `Schema validation failed (check node structure, position, types, etc.)`
**Solution**: Verify each node has all required fields and correct types. Common issues:
- Missing `position` array
- `typeVersion` less than 1
- Empty strings for `id`, `name`, or `type`
- Position not being an array of exactly 2 numbers
## Implementation Details
The validation is implemented using:
- **JSON Schema**: `backend/autometabuilder/schema/n8n-workflow.schema.json` (extracted from ROADMAP.md)
- **Validation Library**: `jsonschema` (official JSON Schema validator for Python)
- **Validation Tool**: `backend/autometabuilder/tools/validate_workflows.py`
- **Tests**: `backend/tests/test_workflow_validation.py`
- **Schema Tests**: `backend/tests/test_n8n_schema.py`