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The Splunk Tag Management skill streamlines the process of organizing and classifying data within Splunk environments. It provides a robust set of tools for adding, removing, and listing tags associated with specific field values, making it easier to maintain clean and searchable knowledge objects. By enabling tag-based search operations through Claude, this skill helps users quickly filter logs and metrics using human-readable labels, improving overall observability and operational efficiency.