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

arXiv:2609.32274v1 Announce Type: new Abstract: 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 predict whether a skill will hel