As electric vehicles and energy storage systems (ESS) become increasingly widespread, the management and recycling of spent lithium-ion batteries has emerged as a pressing global issue. Traditional recycling methods, such as energy-intensive smelting or chemically aggressive wet processes, require significant energy and pose environmental risks.