Plan MLP: h_s2 -> hidden[AH] -> plan_params[B, 6]. Outputs: target_bars[3-25], profit_target[0.05-1.5%], stop_loss[0.02-0.5%], scale_aggression[0-1], conviction[0-1], asymmetry[0.5-3.0]. NUM_WEIGHT_TENSORS: 82->86. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>