SKALOS: Learning to Distinguish Similar Skills with Capability Graphs.

arXiv:2610.34728v1 Announce Type: new Abstract: Skills provide LLM agents with reusable procedural knowledge, making appropriate skill selection essential for reliable agent behavior. As skill libraries expand, distinguishing semantically similar candidates be