Optimal Skill Selection for LLM Agents with Provable Bicriteria Guarantees.

arXiv:2608.19993v2 Announce Type: replace Abstract: Loading reusable skill documents into a bounded context window has become a primary way large language model (LLM) agents acquire task-specific capabilities, which makes skill selection a first-order determin