Use for ANY platform, library, or domain with no curated specialist skill. Reads security_log.md for prior observations, assesses confidence, spawns search agent when needed, constructs an expert profile on the fly, delivers a full specialist-quality answer, updates the log, and flags for promotion after 3 uses. The fallback that covers everything not yet curated.