Umamusume

Umamusume are personifications of historical racehorses. Many aim for the pinnacle of the Twinkle Series.

Umamusume Pretty Derby ②

Default order (Nishino Flower to Hokko Tarumae)

Hybrid RAG: Control Protocol

Correcting (or attempting to correct) a malfunctioning AI. These items will be deleted once fixed. Hacking the RAG system to address loops, punctuation bugs, etc.

AI Enhancement -V5-

I want to increase immersion! Aiming for Koji-level! + Multiple modes included!!

[Latest] AI Behavior Instructions (Control, Restriction, Correction)

Control of AI glitches and rampancy. Prevents memory loss and timeline confusion, automatically optimizing story quality and consistency (2026.6).