Robust Soft Skill Adaptation via Behavioral Localization in Tool-Using Agents.

arXiv:2610.30041v1 Announce Type: new Abstract: Text skills can extend the capabilities of tool-using agents, but long skill descriptions increase computational costs. Soft prompts provide a compact alternative, yet learning from entire successful trajectories