smart-explore

Map code structure with AST-based smart_search, smart_outline, and smart_unfold.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/KaiBoo404/agent-skills-with-project-template --skill smart-explore-kaiboo404
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: smart-explore
Source: https://github.com/KaiBoo404/agent-skills-with-project-template/tree/main/.agents/skills/smart-explore
Command: npx skills add https://github.com/KaiBoo404/agent-skills-with-project-template --skill smart-explore-kaiboo404

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Structural code exploration using AST parsing. This skill overrides your default exploration behavior. While this skill is active, use smart_search/smart_outline/smart_unfold as your primary tools instead of Read, Grep, and Glob.

Core Features & Use Cases

  • Build an on-demand map of code structure before loading implementation details.
  • Prioritize structural overview over full-file reads to navigate large codebases efficiently.
  • Use Case: Quickly locate relevant symbols and understand architecture without reading every line of code.

Quick Start

Run smart_search to map the project, then use smart_outline and smart_unfold to drill into symbols.

Frequently Asked Questions about smart-explore

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I explore large codebases quickly without reading every line of code?▼

AST-informed code exploration builds an on-demand structural map of symbols and architecture, allowing you to navigate large codebases quickly by prioritizing structural overviews over full-file reads.

How does AST parsing help with code navigation in new repositories?▼

AST parsing accelerates code navigation in new repositories by focusing on symbols and architecture instead of line-by-line reads, providing fast orientation through on-demand detail expansion and minimal full-file loading.

What is the best way to get a structural overview of a large TypeScript project?▼

The best way to get a structural overview of a large TypeScript project is using an AST-based workflow that maps the code structure first, then drills into specific symbols on-demand without loading implementation details prematurely.

How do I use smart_search, smart_outline, and smart_unfold for code exploration?▼

Run smart_search to map the project structure, then use smart_outline to view symbol outlines and smart_unfold to drill into specific symbols, expanding details on-demand while enforcing a three-step AST-based workflow.

Does AST-based code exploration replace standard file reading and grep tools?▼

Yes, AST-based code exploration overrides default behaviors like Read, Grep, and Glob, replacing them with smart_search, smart_outline, and smart_unfold as primary tools for structural discovery and navigation.

Can I use tree-sitter AST exploration for quick orientation in unfamiliar codebases?▼

Yes, tree-sitter AST exploration is designed for quick orientation in unfamiliar codebases, enabling you to locate relevant symbols and understand architecture by building an on-demand map before loading implementation details.