GongFu is an autonomous liquidity and risk management protocol deployed on Robinhood Chain, engineered using advanced AI agent modeling to eliminate discretionary control and structural yield fragility in decentralized finance. By analyzing historical launch dynamics through automated agent simulations, GongFu implements an immutable smart contract framework featuring dynamic capacity limits, algorithmic fee buybacks, and segregated reserve accounting. The protocol resolves systemic counterparty risks by mathematically isolating user principal from reward allocations, establishing an objective, verified framework for decentralized capital coordination and onchain liquidity architecture.