The author details a five-level framework for developing AI skills, particularly for Anthropic's Claude, based on their experience creating eighteen skills over six months. They argue that most published skills remain at Level 2, appearing functional but lacking the specific operational judgment and abstraction needed for true utility beyond a basic prompt. The early levels involve simply recording actions, while higher levels require encoding nuanced decision-making and understanding the load-bearing elements of a process. AI
IMPACT Provides a framework for understanding the depth and utility of AI skills beyond basic functionality.
RANK_REASON The article is an opinion piece and personal reflection on developing AI skills, not a release or research finding.
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