Refine a generated graph
Iterate with follow-up instructions instead of regenerating from scratch, and keep your edits.
Refinement takes the current graph plus an instruction and returns a revised graph, so you can add a step, split a branch, or change error handling without re-describing the whole workflow.
- Make one change per instruction — small, specific asks land far more reliably than a rewritten brief.
- Save (or note the revision) before applying a refinement, so an unwanted result is easy to walk back.
- To change one step, open the Outline stage, click the step, describe the improvement, and press Apply improvement.
- The prompt and outline are remembered in this browser only — there is no prompt-history screen yet, so copy a prompt you want to keep.
- Hand-editing after a refinement is expected — the builder produces a starting point, not a final answer.
Related
- Describe a graph and let the builder draft itAI generationWrite what the workflow should do, generate a draft graph, then edit it like anything you drew yourself.
- The AI Generation stagesAI generationPrompt, Plan, Generate, Outline, Checks, Connections, Analyze, Accept — what each stage of the AI Generation view does.
- Which model the AI builder usesAI generationThe model, who pays for it, and the monthly token ceiling all come from Models & LLM access.
- Validate a graph and fix problemsGraph editorWhere validation errors come from, where they surface, and why Run can be disabled.
More in AI generation · Search all help