Why AI Skills Never Fire—The Hidden Language Gap in Custom Skill Design

Most custom AI skills silently fail—not because of faulty code, but because their descriptions don't match how users naturally phrase requests. The solution is elegantly simple: write descriptions around actual user language and synonyms rather than task labels. This insight fundamentally changes AI agent design, transforming unpredictable systems into reliably useful tools.