When Does a Skill Add Value? Task-Conditional Gain Prediction for Selective Skill Use

Anjie Xu, Zhiyu Zhang, Ruiqing Ding +2

Agent skills are expected to improve task performance. Yet we find that they often provide no benefit, and can even hurt performance while incurring additional token costs. Can we…