Split a mixed CFG batch into positive and negative groups when the aligned canvas exceeds the batched base length, pass negative-only calls through, skip the Q-only Anchor for the negative group, and make anchor context signatures split-aware. Credit: Mon-Landis (An1X3R/Anima-Artist-Mixer#14).