SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents

Xiaofan Bai · hf · 2026-08-12

SkillZip introduces a novel method to compress self-evolving agent skills. It finds a minimal faithful structural explanation that shares repeated rules and procedures while preserving rare exceptions, entirely without requiring evaluation rollouts.

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