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Stamp the engine's workflow_run_id into a workflow agent node's tool config, so artifact_generator, code_executor, and document_extractor address artifacts by the workflow run. An artifact (and its short ref like A1) created by one agent node is then visible to a later code node and editable by a later agent node in the same run - enabling an 'agent generates, a code node transforms, a second agent edits' flow. Workflow agent nodes carry no conversation id, so only the run scope applies.