XInsight: Integrative Stage-Consistent Psychological Counseling Support Agents for Digital Well-Being

Fei Wang, Jiangnan Yang, Junjie Chen +5

Web-based platforms are becoming a primary channel for psychological support, yet most LLM-driven chatbots remain opaque, single-stage, and weakly grounded in established therapeut…