The invention relates to a minimalist invisible sliding door. The minimalist invisible sliding door comprises a box body, and a permanent magnet bar is installed in a right frame of the box body; a permanent magnetic substrate is fixedly installed on the wall tightly attached to the right side of the frame, and the direction of a magnetic line of the permanent magnetic substrate is parallel to that of a magnetic line of the permanent magnetic bar; a transmission gear is fixedly arranged on the permanent magnetic bar in a sleeving mode; an energy storage spring is installed at the end of a reinforcing rod, one end of the energy storage spring is fixed on the reinforcing rod, a wire spool is connected to the other end of the energy storage spring, a driving gear is coaxially fixed on the wire spool, and the driving gear is meshed with the transmission gear; a horizontal sliding groove is formed in the reinforcing rod, and a sliding ring is installed in the sliding groove in a sliding mode; a transmission rope is bound on the sliding ring, and the other end of the transmission rope is wound on the wire spool. The sliding door is simple and elegant in appearance, opening and closing are capable of saving labor and convenient, and the user experience and aesthetic feeling are effectively improved.