ManiSkill is a SAPIEN-powered simulation framework focused on robot manipulation skills, supporting GPU-parallelized visual data collection and physics simulation at high throughput. It provides environments for training reinforcement learning policies on tasks spanning various robot embodiments including humanoids and dexterous manipulators, with support for both simulated-to-real and real-to-sim evaluation pipelines.