RESKILL: Explicit Failure Attribution and Structured Repair for Interactive Language Agents

Mengyi Deng, Xin Li, Duyi Pan +4

Language agents increasingly rely on reusable skills, but post-failure repair is often handled by opaque one-shot reflection: a model generates a skill patch without explicitly mai…