Scaling AI Agents: Solving the 'Skill Bleed' Problem

As developers accumulate dozens of AI agent skills, 'skill bleed' introduces friction by suggesting irrelevant tools and increasing latency. Effective management requires moving beyond global folders to context-aware skill loading to maintain agent precision and productivity.