SkillLens

Microsoft Research has released SkillLens, an open-source framework designed as a "microscope" for analyzing how AI agents absorb and utilize skills. The framework provides a complete pipeline for ext…

Microsoft Research published two concurrent papers in May 2026—SkillLens and a companion work—revealing that agent skills can degrade task performance, with negative transfer occurring in 25% of cases…