Converting Tacit Knowledge into AI Skills: A Deep Dive into Teammate-Skill

Converting Tacit Knowledge into AI Skills: A Deep Dive into Teammate-Skill LeoYeAI recently published teammate-skill on GitHub - an intriguing attempt to formalize tacit knowledge by converting employee work artifacts into autonomous AI skills. How It Works The system collects data from Slack, Teams, and GitHub, then processes them into a 5-layer persona model: Base layer : Skills and behavioral patterns Contextual layer : Problems the colleague faced, solutions proposed, reactions to edge cases Evolution layer : Ability to continue learning new patterns after the initial snapshot is created ## Key Observations The project claims compatibility with Claude Code and OpenClaw, which suggests this is being positioned as infrastructure rather than a side experiment. We're seeing the emergence of AI agents that can replace human experts in limited scenarios. ## The Trust Question The critical issue is whether business trust is ready for this format. We're talking about a digital "clone" of a