Since 2024, AI Agents have rapidly emerged in the Web3 space as intelligent execution units bridging AI models and on-chain operations. Unlike traditional interfaces or bots, AI Agents are task-driven and autonomous, reshaping how on-chain interaction, execution, and value distribution are structured. The Agent technology stack can be broadly divided into three layers: Infrastructure Layer: Includes Agent frameworks, operating systems, identity modules, wallets, and payment systems — forming t