AIBullisharXiv – CS AI · 6h ago6/10
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SoftSkill: Behavioral Compression for Contextual Adaptation
SoftSkill introduces a method to compress natural-language AI agent skills into compact continuous context objects that improve task performance without retraining frozen language models. By replacing lengthy Markdown skill files with 32-token soft prefixes, the approach demonstrates significant accuracy gains across multiple benchmarks while reducing computational overhead.