HF Daily Papers
· Papers
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History
Agent skills extend language-model agents with task-specific procedures, scripts, and references, but the tasks and environments they target continually change. Existing methods improve skills in bounded runs and retain only the final artifact, discarding the decision history that later agents need