Preprint
Jul 2026
Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills
Workflow-Localized Mechanism Learning (WML) is introduced, which identifies the failed workflow node, implicated mechanisms, and smallest valid edit target, routing single-mechanism defects to L3 resources and relational defects across mechanisms to L2 composition protocols.
Zibin Lin, Shengli Zhang, Taotao Wang et al.
· 1 citation