Informed by the capability approach and critical discourse analysis, this article examines how the development of green skills among master craftspersons and apprentices in the informal sector of Ghana could be promoted for cleaner production and sustainable futures. The findings show that inequality and poverty; cyclical policy trap; sectoral green initiatives and the green coordination gap; and limited human resource capacity including uncoordinated informal learning approaches serve to constrain the development of green skills among master craftspersons and apprentices in the informal sector of Ghana. To address these challenges, the current study proposes the development of a framework that (1) harmonises the different sectoral initiatives and strategies on green skills to avoid the cyclical policy trap; (2) expands the current green Technical and Vocational Education and Training (TVET) agenda to include green skills development for individuals in the informal TVET sector; (3) closes the coordination gap in government green initiatives by creating an agency responsible for national green agenda; and (4) creates clear qualification models and strategies for the development of green skills in the informal sector.