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Reference grid trader: derives spot from the live PCS v3 pool tick and places 0.5%-step grid decisions around it.

Reference LP rebalancer: reads the live PancakeSwap v3 WBNB/USDT pool tick against its position range and decides when to rebalance.

Reference yield optimizer: compares live Venus BSC core-pool supply APYs and routes the next dollar with reasoned justification.

Reference health-factor monitor: watches a live Aave v3 BSC account's health factor and reasons about liquidation risk each tick.