SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

In three linesSkillJuror evaluates how Skill organization (procedures augmenting LLM agents) affects runtime behavior. On 82 tasks, Progressive Disclosure (hierarchical resources) increases resources touched per trajectory from 1.18 to 3.85 and uptake events from 1.33 to 3.92, gaining +4.1% success. Benefit is task-dependent.

Summary generated by Claude — human-verified