Recently, there has been a significant focus on two-dimensional (2D) materials in the development of diverse energy harvesting devices. The versatile role of these materials encompasses their utilization as electrodes, buffer layers, and performance enhancers, notably in terms of efficiency and durability. Moreover, the application of 2D materials in the development of TENGs has attracted significant attention, with various 2D materials being employed to augment the performance of these devices. Significant progress has been made in the development of wearable TENG devices based on 2D materials. However, notable challenges persist, particularly concerning the poor durability and stability of these devices. Additionally, research on textile-based TENGs using 2D materials for self-power applications remains lacking, highlighting the critical need for focused studies aimed at enhancing both the lifespan and power generation capabilities of textile-based TENGs. Notably resilient, the device sustains over 45% of its outputs even after a continuous operation span of 7 months. Moreover, when affixed to diverse body parts, it exhibits a potential to generate over 482V VOC during walking, demonstrating its viability for practical integration within wearable technologies.