Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents 事件

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents arXiv:2605.30723v1 Announce Type: new Abstract: LLM agents increasingly retrieve externally curated skills-procedural instructions retrieved at decision time-to improve performance on long-horizon interactive tasks. Existing skill libraries are typically treated as model-agnostic, reusing the same skill formulations across backbones with substantially different capacities and behaviors. However, our controlled experiment