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The ripgrep skill optimizes Claude's code discovery capabilities by providing high-performance text searching that minimizes iterations and context usage. By leveraging one-shot patterns, it retrieves files, line numbers, and surrounding code context in a single command, significantly reducing the AI's overhead and token consumption. Whether you are performing basic pattern matching, complex regex searches, or preparing for a large-scale refactor, this skill serves as the foundational tool for efficient codebase analysis and navigation, integrating seamlessly with other CLI utilities for a complete development workflow.