User-initiated break-away clutching includes a robotic system having a joint, a brake or drive unit coupled to the joint, and a control system coupled with the brake or drive unit. The control system is configured to determine a first manual effort applied to the joint; inhibit, using the brake or drive unit, manual articulation of the joint in response to the first manual effort being below an articulation threshold; facilitate, using the brake or drive unit, the manual articulation of the joint in response to the first manual effort exceeding the articulation threshold; and inhibit, using the brake or drive unit, further manual articulation of the joint in response to a determination that a speed of the manual articulation of the joint is below a speed threshold.