Shiraia bambusicola exhibits an excellent capability to produce high-value pharmacological drugs, such as hypocrellin. However, less effective molecular tools hamper the processes to discover or exploit these metabolites. To address this issue, the more effective CRISPR/Cas9 system was constructed by optimizing the sgRNA transcription elements and disrupting the endogenous non-homologous end-joining pathway. These tactics prompted the gene-targeting frequency of 100% and simultaneously multiplex genome editing in S. bambusicola. This optimal CRISPR system encouraged us to rewire the entire hypocrellin flux and improve the yield by orchestrating the substrate pool supply, the central hypocrellin pathway, and the antioxidant system. Thus, 8632 mg/L hypocrellin was obtained, resulting in a 12-fold increase than that of the wild-type strain. This engineered S. bambusicola can still endure oxidative stresses from higher target metabolites and sustain an excellent biological activity. This study provides a whole conception to establish the more efficient genome-editing system. Higher conserved transcription elements for sgRNA expressions inspire us to adopt this system for gene modifications of other filamentous fungi. The rational and global biosystems outline will offer guidance to modulate metabolite productivity in other filamentous fungi.