AIBullisharXiv – CS AI · 6h ago7/10
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COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
COLLEAGUE.SKILL is an open-source system that automates the conversion of expert knowledge traces into portable, inspectable AI agent skills through a structured distillation workflow. The framework enables person-grounded agents to encode human expertise, decision-making patterns, and communication styles as versioned, correctable skill packages that can be deployed across multiple agent hosts.