SkillPyramid: A Hierarchical Skill Consolidation Framework for Self-Evolving Agents.

arXiv:2606.03692v2 Announce Type: replace Abstract: Recent AI agents can flexibly invoke skills to solve complex tasks, but their long-term improvement is fundamentally constrained by a lack of systematic skill construction, accumulation, and transfer. In part