Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
Quickly install smart-explore AI skill to your development environment via command line
Source: thedotmack/claude-mem.
Structural code exploration using AST parsing. This skill overrides your default exploration behavior. While this skill is active, use smartsearch/smartoutline/smartunfold as your primary tools instead of Read, Grep, and Glob.
Core principle: Index first, fetch on demand. Give yourself a map of the code before loading implementation details. The question before every file read should be: "do I need to see all of this, or can I get a structural overview first?" The answer is almost always: get the map.
This skill only loads instructions. You must call the MCP tools yourself. Your next action should be one of:
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently. Source: thedotmack/claude-mem.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/thedotmack/claude-mem --skill smart-exploreToken-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently. Source: thedotmack/claude-mem.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/thedotmack/claude-mem --skill smart-explore Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/thedotmack/claude-mem