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Design LangGraph Workflow

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Multi-Modal Image Editing Agent

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Linked challenge
Multi-Modal Image Editing Agent

Prompt source

Original prompt text with formatting preserved for inspection.

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Design a LangGraph state machine for the image editing agent. Define states for 'Input Processing', 'Plan Generation', 'Tool Execution', 'Refinement', and 'Output Generation'. Illustrate how transitions occur based on tool success/failure, user feedback, or completion criteria. Consider using conditional edges and checkpointing.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.