On-wheel rapid on/off sensor device for lug-based automotive and truck wheels that detects and identifies tire and wheel assembly anomalies. Attaches in seconds, remains secure at high speeds, and wirelessly streams real-time sensor data to a smartphone/cloud for technician diagnostics and in-place corrections.