smart-explore

To find specific functions and classes without reading entire files, use AST parsing to perform token-optimized structural code search. This approach identifies and extracts precise symbol implementations across your directory, bypassing the need to load full documents into context.

Navigating code structure with tree-sitter AST parsing involves querying the abstract syntax tree to locate files, functions, and methods. This token-optimized method generates structural outlines and retrieves precise implementations, replacing traditional text-based discovery workflows.

To extract a specific method's implementation from a source directory, utilize structural code exploration to search for the symbol name. This AST parsing technique pinpoints the exact function and unfolds its full source code directly from the syntax tree.

AST-based symbol search offers more precise codebase navigation than Grep by targeting structural syntax rather than raw text matches. This token-optimized approach avoids false positives and retrieves exact implementations without loading irrelevant file contents into context.

Yes, you can generate a structural outline of a file using AST parsing. This functionality maps the abstract syntax tree to identify all included functions, classes, and methods, providing a token-optimized overview of the file's architectural layout.

You should use structural code search instead of Glob for file discovery when you need to locate exact symbols, functions, or classes within a codebase. AST parsing provides precise implementation retrieval and token-optimized exploration that generic file pattern matching cannot achieve.