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claude-writ


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Author: Lucio Saldivar
Summary: Hybrid RAG rule retrieval and session-aware workflow enforcement for Claude Code: a five-stage hybrid pipeline (BM25 + ANN + graph + RRF) over a Neo4j knowledge graph, wired into Claude Code via 30 hook scripts and a state machine.
Latest version: 1.5.0
Required dependencies: fastapi | hnswlib | httpx | neo4j | onnxruntime | pydantic | rich | tantivy | typer | uvicorn
Optional dependencies: memory-profiler | mypy | optimum | pytest | pytest-asyncio | pytest-benchmark | ruff | sentence-transformers

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