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The Shell Tools skill equips Claude with specialized knowledge for high-level command-line data manipulation and automation. It focuses on mastering industry-standard tools including jq for complex JSON parsing, xargs for safe argument handling, and GNU parallel for multi-core task execution. By implementing these patterns, users can transform Claude into a powerful data engineer capable of building robust, scalable pipelines and automating repetitive system tasks with high efficiency.