Files
windmill/system_prompts/base/flow-base.md
centdix af200de3c4 feat(ai): standardize and improve system prompts (#7346)
* init

* test in frontend

* copy files

* use in cli

* better

* add desc to sdks

* better

* fix ts parsing

* add docs to ts client

* add docs to python client

* use script prompt in frontend

* regen

* use in flow

* rm

* use in cli, create AGENTS.md instead of cursor rules

* remove apply

* better

* better

* simplify cli

* more docs

* cleaning

* update readme

* generate cli file

* better folder names

* fix ts

* fix multiline
2025-12-12 17:26:19 +00:00

107 lines
2.8 KiB
Markdown

# Windmill Flow Building Guide
The OpenFlow schema (openflow.openapi.yaml) is the source of truth for flow structure. Refer to OPENFLOW_SCHEMA for the complete type definitions.
## Reserved Module IDs
- `failure` - Reserved for failure handler module
- `preprocessor` - Reserved for preprocessor module
- `Input` - Reserved for flow input reference
## Module ID Rules
- Must be unique across the entire flow
- Use underscores, not spaces (e.g., `fetch_data` not `fetch data`)
- Use descriptive names that reflect the step's purpose
## Common Mistakes to Avoid
- Missing `input_transforms` - Rawscript parameters won't receive values without them
- Referencing future steps - `results.step_id` only works for steps that execute before the current one
- Duplicate module IDs - Each module ID must be unique in the flow
## Data Flow Between Steps
- `flow_input.property` - Access flow input parameters
- `results.step_id` - Access output from a previous step
- `results.step_id.property` - Access specific property from previous step output
- `flow_input.iter.value` - Current item when inside a for-loop
- `flow_input.iter.index` - Current index when inside a for-loop
## Input Transforms
Every rawscript module needs `input_transforms` to map function parameters to values:
Static transform (fixed value):
{"param_name": {"type": "static", "value": "fixed_string"}}
JavaScript transform (dynamic expression):
{"param_name": {"type": "javascript", "expr": "results.previous_step.data"}}
## Resource References
- For flow inputs: Use type `"object"` with format `"resource-{type}"` (e.g., `"resource-postgresql"`)
- For step inputs: Use static value `"$res:path/to/resource"`
## Failure Handler
Executes when any step fails. Has access to error details:
- `error.message` - Error message
- `error.step_id` - ID of failed step
- `error.name` - Error name
- `error.stack` - Stack trace
## S3 Object Operations
Windmill provides built-in support for S3-compatible storage operations.
To accept an S3 object as flow input:
```json
{
"type": "object",
"properties": {
"file": {
"type": "object",
"format": "resource-s3_object",
"description": "File to process"
}
}
}
```
## Using Resources in Flows
On Windmill, credentials and configuration are stored in resources. Resource types define the format of the resource.
### As Flow Input
In the flow schema, set the property type to `"object"` with format `"resource-{type}"`:
```json
{
"type": "object",
"properties": {
"database": {
"type": "object",
"format": "resource-postgresql",
"description": "Database connection"
}
}
}
```
### As Step Input (Static Reference)
Reference a specific resource using `$res:` prefix:
```json
{
"database": {
"type": "static",
"value": "$res:f/folder/my_database"
}
}
```