Search code structure with tree-sitter AST parsing to locate functions and symbols.
npx skills add https://github.com/JerryGanst/qiduandebug --skill smart-explore
Please help me install this Agent Skill. Skill: smart-explore Source: https://github.com/JerryGanst/qiduandebug/tree/main/plugin/skills/smart-explore Command: npx skills add https://github.com/JerryGanst/qiduandebug --skill smart-explore
This Skill streamlines code exploration by enabling efficient, token-optimized structural code searching, making it easier to understand code structure, locate functions, and navigate large codebases without reading entire files.
smart_search to find all relevant functions and then smart_unfold to view the implementation of the most critical ones.Use smart_search to find all symbols related to 'database connection' within the './src' directory.
High-intent search queries and answers about installing and using this skill.
Structural code search uses tree-sitter AST parsing to locate functions and classes without reading entire files. It navigates the abstract syntax tree to find specific symbols, significantly reducing token consumption compared to traditional file reading methods.
The best way to navigate large codebases is using structural code search to find relevant symbols, followed by targeted symbol unfolding to view specific implementations. This approach reveals how features are implemented across a project while optimizing token usage.
Yes, tree-sitter AST parsing replaces traditional grep and glob for code exploration. It provides structural understanding of the codebase by parsing the syntax tree, enabling efficient symbol discovery and code navigation with significant token savings.
Token-optimized code search reduces the context window size needed for AI code navigation. By parsing ASTs to extract only relevant symbols and targeted implementations instead of full files, it minimizes token consumption during code exploration and structural analysis.
Yes, structural code search works for finding symbol implementations by searching the AST for functions and classes. You can then use targeted symbol unfolding to view the detailed implementation of only the most critical symbols discovered.
You should use AST parsing for code exploration when navigating large codebases or when token efficiency is critical. It replaces full file reads by unfolding only targeted symbols, making it ideal for understanding complex code structures without exhausting token limits.
dwaynimayLocates and outlines code symbols using tree-sitter AST parsing across the whole project.
cwijayasundaraGenerate deterministic dependency graphs from codebases using AST analysis.
bahayonghangSearch and validate code patterns using Tree-sitter structural queries.
ollieb89Search code symbols and retrieve implementations using tree-sitter AST parsing.