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The Hong Kong Polytechnic University, The Chinese University of Hong Kong
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Multimodal repair isn't always worth the cost: selectively escalating to multimodal prompting based on runtime signals in Scratch yields a better success-cost-energy tradeoff than uniformly applying it.