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thedotmack/smart-explore

토큰 최적화된 구조적 코드 검색 - tree-sitter AST 파싱을 활용합니다. 전체 파일을 읽는 대신 코드 구조를 이해하거나 함수를 찾거나 코드베이스를 효율적으로 탐색할 때 사용하세요.

smart-explore란 무엇인가요?

이 스킬은 tree-sitter 기반 AST(추상 구문 트리) 파싱을 활용하여 코드베이스를 구조적으로 탐색하고 검색하는 기능을 제공합니다. 전체 파일을 읽을 필요 없이 코드 구조, 함수 정의, 클래스 등을 빠르게 파악할 수 있어 토큰 사용량을 최적화합니다. 주로 Claude Code와 같은 AI 어시스턴트 환경에서 사용되며, 개발자가 대규모 코드베이스를 효율적으로 이해하고 수정해야 할 때 특히 유용합니다. 스킬의 핵심은 언어별 구문 분석기를 통해 의미 있는 코드 단위로 검색 범위를 좁히고, 필요한 정보만 정확히 추출하여 AI의 컨텍스트 사용을 최소화하는 데 있습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/smart-explore

Installed? Explore more 코딩 & 개발 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

smart-explore은(는) 무엇을 하나요?

토큰 최적화된 구조적 코드 검색 - tree-sitter AST 파싱을 활용합니다. 전체 파일을 읽는 대신 코드 구조를 이해하거나 함수를 찾거나 코드베이스를 효율적으로 탐색할 때 사용하세요.

Individual skills in this repo

This repo contains 11 individual skills — each has its own dedicated page.

thedotmack/babysit

Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.

thedotmack/claude-code-plugin-release

Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and changelog generation. NPM publishing (so `npx [email protected]` resolves) is handed off to the human maintainer, who raised npm security.

thedotmack/do

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

thedotmack/how-it-works

Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".

thedotmack/knowledge-agent

Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.

thedotmack/learn-codebase

Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".

thedotmack/make-plan

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.

thedotmack/mem-search

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

thedotmack/pathfinder

Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.

thedotmack/timeline-report

Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.

thedotmack/wowerpoint

Turn one document into a kawaii NotebookLM slide-deck PDF. Use for "wowerpoint this", "make a deck about <file>", "turn this report into slides", or any request to render a single document as shareable narrative slides.

관련 스킬