Liver fibrosis is characterized by excessive extracellular matrix accumulation during chronic liver disease progression. Hepatic stellate cell (HSC) activation involves metabolic reprogramming, while both HMGB1 and β-catenin pathways have been implicated in HSC activation and liver fibrosis progression. Given irisin's established role in metabolic regulation and emerging evidence of its anti-fibrotic properties, we investigated its effects on HSC activation and liver fibrosis, focusing on potential metabolic regulation through the HMGB1/β-catenin pathway. Using both in vitro HSC-T6 cell culture and in vivo CCl4-induced rat liver fibrosis model, we analyzed irisin's impact on HSC metabolism and fibrosis progression. Our results demonstrated that irisin dose-dependently suppressed HSC-T6 cell viability and glycolytic metabolism, significantly reducing ATP levels, glucose consumption, and lactate production at concentrations of 80-100 nmol/L. Irisin treatment markedly inhibited HSC-T6 cell proliferation and migration while inducing cellular senescence, as evidenced by increased H3K9me3, γ-H2AX, P16, and P21 expression. Mechanistically, irisin systematically downregulated key glycolytic enzymes (HK2, PFK1, PKM2, LDHA) and modulated the HMGB1/β-catenin pathway by reducing both cytoplasmic HMGB1 expression and β-catenin nuclear translocation. In the CCl4-induced rat model, irisin treatment significantly ameliorated liver fibrosis, as evidenced by reduced collagen deposition and α-SMA expression, while improving liver function indicators and decreasing serum fibrosis markers (HA, PIIIP, HMGB1), showing therapeutic effects comparable to colchicine. These findings reveal irisin's anti-fibrotic effects through metabolic regulation and HMGB1/β-catenin pathway modulation, suggesting its potential as a therapeutic agent for liver fibrosis.