smart-explore

AST-based code navigation allows you to explore large codebases efficiently by outlining project structure and unfolding specific functions without loading full files. This minimizes token usage while preserving complete function bodies.

AST-based outlining is a technique that reveals a project's architectural layout by parsing code structure without loading full files. It provides a high-level structural view of modules and functions, enabling efficient code exploration.

Cross-file symbol discovery allows you to locate definitions, references, and related entities across multiple files. By searching with AST-based tools, you can pinpoint exact symbols without manually scanning every file in the repository.

Yes, AST analysis allows you to retrieve exact function bodies and types by unfolding specific AST nodes or symbols. This ensures you capture the complete function context without truncation during code exploration.

AST-based code navigation is well-suited for onboarding to massive repositories. It enables software engineers to quickly map modules, locate target functions, and inspect their bodies without scanning every file, reducing token consumption.

The best way to explore code structure with minimal tokens is using an outline-search-unfold workflow. You first outline the project layout, search for specific symbols across files, and then unfold only the target functions you need.