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---
name: ray-distributed
description: Scaling agent and model runs across Ray clusters.
category: model-serving
level: standard
---
# Ray Distributed
## Overview
Scaling agent and model runs across Ray clusters.
## When to Use
- Standard workflow tasks related to ray distributed.
## When NOT to Use
- Out-of-scope scenarios.
## Prompt Template
```markdown
Execute the ray-distributed process targeting the parameters below.
Parameters: {{parameters}}
```
## Evaluation Checklist
- [ ] Task matches structural schemas.
- [ ] Output is clean and formatted.