Agent Overview & Lifecycle

The lifecycle of AI agents within Project Zero follows the “Think → Act → Evolve” paradigm. During the "Think" phase, agents process real-time data to develop context-aware strategies. The "Act" phase involves executing on-chain operations such as governance voting, trading, staking, or NFT management with precision and safety checks. Finally, the "Evolve" phase enables agents to refine their logic and decision-making processes through performance feedback and newly indexed data.

For example, an AI agent managing DeFi portfolios may analyze liquidity metrics ("Think"), execute trades across multiple protocols ("Act"), and refine its trading strategies based on outcomes like slippage or yield performance ("Evolve"). This lifecycle ensures agents remain adaptive and effective across dynamic blockchain environments.