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Enables AI coding agents to locate code by meaning rather than text patterns, combining embedding-based semantic search, exact/regex literal matching, and tree-sitter AST structural filters to return compact, tree-shaken code context. It also supports symbol metadata filtering, duplicate detection, codebase surveys and clustering, call-graph exploration, and exhaustive changed-file audits.