OpenSelfRevise.Open-source implementation of Self-Revising Discovery Systems (MIT, arXiv:2606.01444). Typed artifact systems with MDL-gated regime transitions, Builder/Breaker adversarial self-revision, and Kan-extension knowledge transport. Trainable method for any domain.