Mobility enhancement robot is an intelligent battery-powered wearable lower limb exoskeleton engineered to boost natural movement capacity for mobility-limited users, outdoor workers and rehabilitation trainees. Equipped with high-precision real-time gait sensors and self-learning adaptive servo power system, this mobility enhancement robot accurately identifies standing, flat walking, uphill and downhill movements, and outputs customized auxiliary torque to hip and knee joints to lower lower limb load, relieve muscle strain and joint soreness, and greatly stabilize walking balance and endurance during long-hour activities. The ultra-light high-toughness composite frame meets IP54 dustproof and waterproof standards, supporting stable use in home environments, community walkways, rehabilitation centers and gentle outdoor hiking trails. Fully adjustable wide soft padded binding straps fit users of various heights and leg circumferences, paired with swappable long-life lithium battery modules to deliver all-day continuous mobility support. Flexible ergonomic joint structure allows unrestricted natural limb movement, paired with simple one-touch intelligent control that requires minimal learning time. Built-in anti-fall warning, overload protection and emergency stop safety mechanisms prevent secondary injuries effectively. This all-purpose mobility enhancement robot serves seniors with weak legs, postoperative recovery patients, hemiplegia sufferers and field patrol staff, realizing seamless human-machine coordination and comprehensively upgrading daily walking comfort and long-distance mobility performance.