Repo Analyze (Grade A)安全测试数据-AI技能， Claude AI 的 A 级评定一次呼叫的冷启动定位，未知库。

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审阅者 Daniel Nikulshyn·更新 2026年7月

概览

Repo Analyze 是一个安全测试的数据-AI技能，Claude AI 提供一次呼叫的冷启动定位，对未知库进行。它返回了一个有结构的文件树，语言混合，框架和构建工具检测，上级依赖，入口和README 高亮。这款工具旨在通过减少探索新库需要的多次Read，Glob和Grep调用，从而节省时间。这是一种没有状态，没有网络访问需求，实现于标准库Python中的API。

主要功能

文件树概要 (紧凑或全面)
语言混合分析
框架和构建工具检测
顶级依赖项列表
入口识别
README高亮提取

价格

模型: Free
分类: 育言活动
评分: 暂无评价

使用场景

初步库探索

在一个新库中，运行Repo Analyze，以获取有关其技术栈，语言和入口的概览

确定项目类型

使用Repo Analyze快速确定项目是否使用Next.js，FastAPI或Rust等框架

优点 & 缺点

优点

在单次调用中提供了关于仓库的全面概览，节省了时间
减少了多次Read，Glob和Grep调用所需的时间
提供了文件树，语言混合，框架和依赖项的结构化地图
支持紧凑和全局树模式进行灵活的输出
框架检测中包含信心系数

缺点

可能无法提供详细的文件内容
若未使用紧凑模式，树形输出在极大仓库中可能非常庞大

对决战绩

在万神殿中参与了 1 对决。

第1

第2

第3

Last battle

#4
Skills Showdown — February 6, 2025
Feb 6, 2025 · #4 of 9

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问答

Are there any limitations I should be aware of when using Repo Analyze?

The tool is stateless, does not access the network, and only provides metadata—not full file contents. For very large repositories, the full tree mode can produce a large payload, so using the default compact mode is recommended for an overview.

Asked by Umar Farooq · Mar 29, 2026

What kind of repository details does Repo Analyze provide in one call?

One call returns a structured map that includes the file‑tree summary, language mix, detected frameworks and build tools (with confidence levels), top‑level dependencies, entrypoints, and highlighted sections of the README. It replaces dozens of separate Read, Glob, and Grep operations.

Asked by Margaret Whitfield · Feb 20, 2026

How does Repo Analyze integrate with Claude AI and how is it invoked?

Repo Analyze is a data‑AI skill for Claude AI. It runs as a standard‑library Python script that Claude can call with a single command (e.g., `repo analyze`). The skill returns a structured map of the repository without needing further network calls.

Asked by Gunnar Eriksson · Dec 21, 2025

Can I get a full list of every file in a large repository, or is the output limited?

By default the tool uses a compact tree mode that shows one row per directory with file counts and LOC, keeping output small. If you need every file, you can switch to "full" tree mode, which will list each file individually—but expect larger output for very big repos.

Asked by Ximenez Alvarado · Dec 21, 2025