Preprint Open access
One Readout, Many Repairs: Diffusion-Guided Hierarchical Search for Tool-Agent Repair
Tool agents use large language models to act through external tools, yet successfully executed calls can still leave user requests unfulfilled. Tool-agent repair seeks alternative call sequences that execute successfully and fulfill the original requests. However, repair requires exploring both operation choices and th …