Pull with a rope and push with a stick
In taijiquan, there are only two basic movements: pull and push. When pushing, one needs to make the body behave like a stick so that the energy transmits through. When pulling, one needs to make the body act like a rope in order to transmit power. Different actions require different body shape and movements.
Source: https://practicalmethod.com/?p=11395