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RECTIFY, an interactive Streamlit workbench that turns evaluated RAG cases into auditable repair workflows, is presented, showing that pre-filtering reduces unnecessary repair candidates and that slicelevel routing yields more targeted repair cards than broad family-level diagnosis.