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Scripts turn a successful browser run into a reusable workspace asset. The agent writes and tests the helper once. Later runs execute it first and repair it only when the site changes. A first agent run saves and tests script.py and a README in a workspace; later runs reuse the script and repair it only when necessary A first agent run saves and tests script.py and a README in a workspace; later runs reuse the script and repair it only when necessary Create one workspace for the workflow, then use these prompts with the same workspace_id / workspaceId. The run code does not change.

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First run

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Later runs

This is faster and cheaper for repeated workflows, but it still starts an agent and uses tokens. The script is reusable and self-healing—not zero-LLM execution.