**paper2code × iztro** — Applying arXiv:2202.07412 "Knowledge Graph Reasoning with Logics and Embeddings" to the Zi Wei Dou Shu 12-palace system. The 12 palaces (宫位) of a Zi Wei Dou Shu astrolabe are a natural knowledge graph: each palace is a node, stars (星曜) are entities, and four transformations (四化：禄权科忌) are typed edges. This fork uses logic-embedding hybrid reasoning to infer palace interactions automatically — replacing hand-coded rules with a learnable KG model anchored to the paper's methodology.