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#artificial intelligence Preprint Sep 2026

GraphSkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback

External skills provide domain knowledge and procedures without updating model parameters, but flat collections obscure skill applicability, dependencies, and composition. Graphs organize skills into addressable nodes and explicit relations, supporting selection and composition. Yet existing skill-graph methods use thi...

Zi-Qiao Shang, Lin Ge, Lan-Zhe Guo · 0 citations

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