E1 strategy. PnL is restated at a 0.20–0.25 ETH reference size per trade; each trade's % return is real, after fees and gas.
Trained on every launch on the chain since block 0. It reads a pool's first 20 swaps and flags the ones about to die. Scored on launches it never saw.