This study proposes a portable and convenient self-powered sitting position monitoring vest (SPMV) that reminds users to maintain the right posture during a sustained working period. The SPMV exhibits a high sensitivity, excellent mechanical stretchability, good air permeability, and a posture recognition accuracy of 96.6% using the random forest classifier.