AgentSpec: Understanding Embodied Agent Scaffolds Through Controlled Composition

Jixuan Chen, Jianzhi Shen, Haoqiang Kang +10

LLM agents are increasingly built not as single model calls, but as scaffolded systems that combine reasoning, memory, reflection, action execution, and learning. While such scaffo…