Author

Dalin He

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Preprint Aug 2026

SkillAligner: Treating Retrieved Skills as Adaptable Drafts at Execution Time

SkillAligner is proposed, a training-free execution-time skill adaptation framework that treats retrieved skills as adaptable drafts rather than fixed instructions that substantially improves task performance over existing skill-use baselines, reduces skill-induced regressions at the instance level, and lowers total in...

Qin-Feng Li, Dalin He, Yun-Tai Bao et al. · 0 citations