thedotmack/claude-mem

smart-explore

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.

7.1K installs 101K stars

Before you install

Last update
Files in folder
1
Scripts
No script files found
SKILL.md size
9.0 KB (about 2,310 tokens of context each time it loads)
License
Apache-2.0
Source on GitHub
thedotmack/claude-mem

Skills are plain text instructions the agent follows, sometimes with scripts. Check the source, prefer repositories with many installs and stars, and read any script it ships.

Install

npx skills add thedotmack/claude-mem@smart-explore

Runs in a terminal with Node.js 18 or newer. Add -y to skip the prompts and -g to install for every project instead of this one.

Install for your agent

npx skills add thedotmack/claude-mem@smart-explore --agent claude-code -y
Project install writes to
.claude/skills/smart-explore
Global install writes to
~/.claude/skills/smart-explore

Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /smart-explore.

What it does

Smart Explore 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. Your Next Tool Call This skill only loads instructions. You must call the MCP…

Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.

Categories

Related skills

  • mem-search

    thedotmack/claude-mem

    Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.

    8.7K installs 101KAI & agentsProductivity
  • mem-search

    thedotmack/claude-mem

    Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.

    8.7K installs 101KAI & agentsProductivity
  • mem-search

    thedotmack/claude-mem

    This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants prior-session context about a project, decision, file, or task. Searches the user's Claude-Mem (cmem.ai) memory.

    8.7K installs 101KSEOAI & agents
  • mem-search

    thedotmack/claude-mem

    Search claude-mem persistent cross-session memory through enforced progressive disclosure. Use for previous decisions, solutions, work history, and before saving your own durable notes.

    8.7K installs 101KAI & agentsProductivity
  • make-plan

    thedotmack/claude-mem

    ../../../plugin/skills/make-plan/SKILL.md

    7.1K installs 101K
  • make-plan

    thedotmack/claude-mem

    Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.

    7.1K installs 101KDocumentationAI & agents

← Search skills

/skills/thedotmack/claude-mem/smart-explore/