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This skill empowers Claude to perform sophisticated code searches using ast-grep, a tool that understands the structural context of programming languages rather than just treating code as raw text. It allows for finding complex patterns like function definitions, API usages, or specific syntax structures across multiple languages including TypeScript, Python, and Go. By parsing the Abstract Syntax Tree (AST), it eliminates noise from comments or string literals, providing highly accurate results for refactoring, exploration, and impact analysis tasks.