# DataSmith Synthetic Agent Data

Generate diverse agent evaluation datasets with weak-versus-strong Agentic Self-Instruct workflows.

Source: https://www.agentclash.dev/platform/datasmith
Markdown export: https://www.agentclash.dev/md/platform/datasmith

## DataSmith workflow

- Seed generation from real tasks and constraints.
- Create diverse candidate cases with weaker models.
- Refine, filter, and score cases with stronger models.
- Export approved cases into evaluation datasets and regression suites.