Tom Gedeon

SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents

This paper introduces SkillTrace, which organizes the user query into a semantic hierarchy, matches skill queries and candidates, and propagates over the skill dependencies, and delivers consistent improvements across different backbone language models, demonstrating the generality and robustness of graph-based skill r...