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Architect Detective transforms Claude into a senior software architect capable of deep structural investigations across complex codebases. Instead of relying on fragile text searches, it leverages the claudemem engine to perform Abstract Syntax Tree (AST) analysis, identifying core abstractions through sophisticated PageRank algorithms. This skill allows users to map dependency flows, identify architectural boundaries (such as MVC, DDD, or Clean Architecture), detect dead code, and understand the hierarchical importance of every symbol in the project, making it indispensable for onboarding, refactoring, and structural auditing.