This paper introduces SKYLIGHT, a scalable 3D photonic in-memory tensor core architecture that overcomes existing limitations in photonic computing through innovations in topology, wavelength routing, accumulation, and programming. It demonstrates superior throughput and energy efficiency for real-time AI inference compared to traditional electronic and prior photonic accelerators.