This book develops in detail quaternion and octonion theories that lead directly to the Unified SuperStandard Theory for our universe. It is based on a Mathematical Picture Langauge implemented with the psiphi figures of Pythagoras harkening back to the beginning of Science. Numerous topics including: particle-dimension duality, functionals, quantum entanglement, and so on.