Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries

Linfeng Fan, Yuan Tian, Ziwei Li +1

LLM agents increasingly rely on reusable skill libraries, but these skills silently decay as the external services, packages, APIs, and configurations they reference evolve. Existi…