SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems.

arXiv:2606.01314v2 Announce Type: replace Abstract: LLM agents increasingly store capabilities in external skill and tool libraries. Libraries can grow, but execution must fit a finite context window and improvement consumes a finite iteration budget. We formu