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The content-documenter skill is designed to transform deep media analysis into highly structured, machine-readable JSON documentation. Used typically as the final step in a content processing pipeline, it populates a rigorous schema including sentiment analysis, narrative flow, verbatim quotes with timestamps, and personalized relevance scores. This skill is essential for developers and researchers building sophisticated knowledge bases, RAG systems, or automated content repositories that require consistent, high-fidelity metadata across diverse media types.