LLM Data Layer Architecture

This skill provides specialized guidance for implementing a dual-layer data architecture (Bronze and Gold) designed specifically for AI-driven applications. It helps developers establish a Bronze Layer for immutable LLM extraction logs to ensure full traceability and performance analysis, alongside a Gold Layer for final, application-ready data. By incorporating manual verification flags and automated logic, the skill ensures that AI models never overwrite human corrections, making it ideal for high-stakes data pipelines where accuracy and auditing are paramount.

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