Preprint
Aug 2026
Coalition-Aware Skill Reliability for Self-Evolving Agents
Systematic skill-bank audits reveal two recurring reliability failures: coalition pollution, where bank-level gains conceal negative coalition-level skill contributions, and cross-domain utility reversal, where source-beneficial skills reverse their effects after transfer.
Qiyan Zhao, Xiao-Feng Zhang, Bo Liu et al.
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