This paper presents the initial stages of a research that aims to develop hydroactive architectural skin systems that respond to environmental humidity. As part of this study, we have developed wood-based bio-composite materials that are 3D printed with wood filament. Shape-changing behavior is not predictable in advance. We developed customized 3D printing protocols to systematically study shape-changing behavior. The paper presents this systematic material study and the prototypes that we have developed.