I built an enforcement layer for AI coding agents using a local knowledge graph and hybrid RAG

In three linesWrit is an enforcement layer for AI coding agents using a local Neo4j knowledge graph and hybrid RAG. A 5-stage retrieval pipeline (BM25, HNSW vector similarity, graph traversal, reciprocal rank fusion) surfaces only relevant rules per task. 30 bash hook scripts enforce execution: no code without approved plan, mandatory tests, static analysis required.

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