The Context Tax: Why Even High-Scoring AI Skills Fall Short

Every agent skill description consumes context with every interaction, making vague metadata a persistent performance cost. Analysis of 24 production skills reveals a critical pattern: even excellent implementations lack the safeguards needed to prevent misuse, with missing stop conditions and undocumented command risks. These omissions expose the true price of incomplete skill design at scale.