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This skill integrates the powerful ast-grep (sg) tool into Claude's environment, enabling semantic code analysis that far surpasses traditional regex-based searches. It allows developers to identify and transform complex code patterns—such as nested function calls, specific API usages, or architectural violations—with high precision. By leveraging a robust YAML-based rule engine, it provides an automated framework for enforcing security standards, conducting large-scale migrations, and maintaining high code quality across diverse polyglot codebases.