ComPASS: Towards Personalized Agentic Social Support via Tool-Augmented Companionship

ArXi:2604.18356v1 Announce Type: new Developing compassionate interactive systems requires agents to not only understand user emotions but also provide diverse, substantive. While recent works explore empathetic dialogue generation, they remain limited in response form and content, struggling to satisfy diverse needs across users and contexts. To address this, we explore empowering agents with external tools to execute diverse actions. Grounded in the psychological concept of "social ", this paradigm delivers substantive, human-like companionship.