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The Session Analytics skill enables developers to gain deep insights into their Claude Code usage by querying the cclog SQLite database. It provides a standardized way to monitor performance metrics, track token consumption across different models, and audit usage patterns by project or day. By leveraging SQL-based reporting, users can effectively manage their API expenses and retrieve historical context from previous interactions, including searching through AI thinking blocks for improved workflow observability.