Cache-accelerated skill lookup. Returns file path or URL for a named skill in a single Haiku pass. Cache hit is near-instant. Cache miss invokes crawling and caches result. Triggers - find skill, locate skill, where is skill, get skill path, finding, look up skill, skill lookup.