Y6-based non-fullerene acceptors (NFAs) have garnered significant attention. Nevertheless, the effects of asymmetric modification on their photovoltaic properties remain poorly understood. In this study, we employed skeleton modification tactics to optimize the asymmetric OCPDTBT, a Y6-based NFA. In this study, we develop a novel series of asymmetric A-DA'D-A type octacyclic NFAs featuring a cyclopentadithiophene (CPDT) donor core, fused benzothiadiazole (BT), and IC-2F end groups. These molecular modifications result in red-shifted and broader absorption, extending the absorption onset to ~988 nm. Furthermore, side-chain modifications were made to optimize the electronic and structural properties of these NFAs. Our study reveals that blending a PM6 polymer donor with one of the modified NFAs, namely OCPDTBT-HD, achieved an impressive PCE of 13.47%, a short-circuit current density (JSC) of 24.17 mA cm-2, and a fill factor (FF) of 71%. The study highlights the potential of CPDT-based NFAs for advancing OSC performance, particularly in environmentally friendly processing. Furthermore, this work underscores the importance of structural optimization in developing next-generation solar materials designed to absorb near-infrared wavelengths.