thedotmack/claude-mem✦ 精选0°

smart-explore

仓库创建 2025年9月1日最近提交 3 天前SkillHot 收录 20 天前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

先索引再按需抓取，极大节省上下文代价与令牌消耗。

▸ 风险提示

需要解析源码并运行 tree-sitter，可能依赖本地或外部解析器

这个 Skill 做什么

通过 tree-sitter AST 做令牌优化的结构化代码搜索与索引。

用 tree-sitter AST 把代码先扫成结构化索引，帮你快速定位函数、类和调用关系，而不必把整个文件都读一遍。遇到要理解代码脉络、找实现入口或做大规模探索时用。特点是令牌优化、按需取回实现细节，既省 tokens 又能先给出清晰的代码地图。

▸ 展开 SKILL.md 英文原文

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.

开发编程AST 索引结构搜索高效探索通用

8.9w

Stars

7.7k

Forks

仓库内 Skill

+2.5k

7 日增星

安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/thedotmack/claude-mem/main/plugin/skills/smart-explore/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/thedotmack/claude-mem/main/plugin/skills/smart-explore/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# Smart Explore

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 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 tools yourself. Your next action should be one of:

```
smart_search(query="<topi

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