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Developer Detective is a specialized code analysis skill that replaces unreliable text-based searches with precise Abstract Syntax Tree (AST) mapping. By leveraging claudemem v0.3.0, it allows developers to navigate complex repositories by identifying exact function callers, callees, and transitive dependencies. It is the essential tool for performing deep impact analysis, understanding architectural patterns, and tracing data movement through a system without the noise of traditional grep or glob searches.