A multi-agent LLM pipeline that plans code adaptations using summarized intent, domain checklists, and sibling-method context outperforms single-shot prompting and repair baselines on Java adaptation examples.
https://github.com/lfkdsk/JustWeTools/blob/master/justwetools/src/main/java/com/lfk/justwetools/ View/NewPaint/Graph/DrawPath.java#L41-L59
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AdaptAgent: A Multi-agent, Domain-Guided Reasoning Framework for Code Adaptation
A multi-agent LLM pipeline that plans code adaptations using summarized intent, domain checklists, and sibling-method context outperforms single-shot prompting and repair baselines on Java adaptation examples.