The objective-based curriculum previously in use was replaced by a standards-based curriculum for the 2019–2020 school year, bringing a fresh approach to the fundamental study of visual arts. However, the current curriculum places greater emphasis on art history and cultural practices, presenting challenges for generalist teachers in the Ga East Municipality who lack significant training or experience in creative arts. This study aimed to explore the impact of different levels of educational leadership on enhancing the teaching skills of generalist teachers in creative arts education. Employing a convergent parallel mixed methods approach, both qualitative and quantitative data were analysed. The study collected a total of 210 questionnaire responses and conducted interviews with 3 participants. The respondents included 185 generalist teachers, 25 headteachers, and 3 municipal education officers, selected through purposive sampling. The study held importance for the practical ability of generalist teachers to navigate complex artistic concepts through adaptability and flexibility in their teaching methods. The findings demonstrated that implementing innovative intervention strategies, such as collaborative projects, professional development training, integration of online resources, and pre-service education into the curriculum, while equipping generalist teachers with enhanced skills, can effectively inspire and engage students. Additionally, it highlighted the necessity for generalist teachers to exhibit passion, enthusiasm, instructional prowess, and imaginative skills to foster creativity, critical thinking, and self-expression in students through creative arts, ultimately influencing the quality of future art education.