Preprint
Oct 2026
SKALOS: Learning to Distinguish Similar Skills with Capability Graphs
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 becomes increasingly difficult. Existing methods encode or rewrite skill descriptions for relevance-based rank...
Wen Xiao, Zi-Wei Zhang, Xingcheng Fu et al.
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