SkillGraph: Graph Foundation Priors for LLM Agent Tool Sequence Recommendation

Hao Liu, Dongyu Li

LLM agents must select tools from large API libraries and order them correctly. Existing methods use semantic similarity for both retrieval and ordering, but ordering depends on in…