IDA-Skill

by miunasu✓ Verified

使用skill让 AI Agent 像安全分析师一样分析恶意样本 | AI Agent skill for automated malware analysis using IDA Pro

222
Stars
32
Forks
Python
Language
8/23/2026
Added
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⚠️ Third-Party Software Notice

This skill is third-party open-source software developed and hosted independently on GitHub. SkillTip is an informational directory and does not control or maintain the underlying repository. Any security checks displayed are automated and limited in scope. Review the source code before installing.

Read the Terms of Service

Installation

Add to your Claude Code skills directory:

# Add to your Claude Code skills
git clone https://github.com/miunasu/IDA-Skill

Getting Started

Guides for using skills like IDA-Skill.

Security Report

Verified

Last scanned: —

{
  "status": "PASSED",
  "issues": []
}

README.md

IDA Skill for AI Agent

English | 中文

🤖 让 AI Agent 像安全分析师一样分析恶意样本

这是什么?

这是一个 AI Agent skill,让 AI 能够使用 IDA Pro 自动分析恶意软件,就像人类安全分析师一样:

  • 🔍 自动识别恶意行为 - 分析 C2 通信、进程注入、持久化机制、恶意行为
  • 🧩 理解代码功能 - 自动分析函数逻辑、识别加密算法、追踪数据流
  • 📊 提取关键信息 - 导入表、字符串、操作码特征、YARA 规则
  • 🎯 定位威胁指标 - IP 地址、域名、文件路径、注册表键值

演示视频

使用我的多agent框架Spore进行演示: 由于readme内嵌视频上传失败,请下载movie.mp4。

如何使用?

超级简单!只需 3 步:

1️⃣ 配置 IDA 路径

编辑 config.json:

{
  "idat_path": "C:/Program Files/IDA Pro 9.0/idat64.exe"
}

2️⃣ 让 AI Agent 使用skill

将 IDA Skill 放在你的skill文件夹即可。

3️⃣ 开始分析

AI Agent 会自动:

  • 初始化 IDA 数据库
  • 提取导入表、字符串、反编译代码
  • 像人类一样进行逆向分析
  • 分析功能、提取C2
  • 识别加密算法和可疑行为
  • 生成分析报告

就这么简单! 🎉

内置工具

这个技能包集成了多个强大的分析工具,Agent 会自动调用它们:

🤖 REAI - AI 函数分析

基于我的开源项目 REAI

功能: 使用 LLM 自动理解函数功能,递归分析调用链

  • 自动识别函数功能(如"解密配置"、"连接 C2")
  • 自动重命名函数(sub_401000 → AI_decrypt_config)
  • 在调用处添加注释说明子函数作用

配置: 编辑 tools/reai.py 设置你的 LLM API

API_KEY = "sk-..."           # 你的 API 密钥
API_URL = "https://..."      # API 地址(支持 OpenAI/Azure/deepseek/本地模型)
MODEL = "gpt-4"              # 模型名称

🔍 FindCrypt - 加密算法识别

基于开源项目 FindCrypt

功能: 自动检测代码中的加密常量

  • 支持算法:AES, DES, RC4, Blowfish, TEA
  • 支持哈希:MD5, SHA1, SHA256
  • 支持编码:Base64, CRC32

📊 Export Check - 导出表分析

功能: 检测 DLL 异常导出函数

  • 分析导出函数大小
  • 识别异常导出模式

常见问题

Q: 我需要懂 IDAPython 吗?

A: 不需要! 只要让 AI Agent 读取 SKILL.md,Agent 会自动使用这些工具。你只需要用自然语言描述需求。

Q: 可以商用吗?

A: 不可以。 本项目采用 GPL-3.0 许可证,仅供学习和研究使用,禁止商业用途。如需商业使用,请联系作者获取授权。

许可证

GPL-3.0 License - 详见 LICENSE 文件

本项目采用 GPL-3.0 许可证,仅供学习和研究使用,禁止商业用途。

  • ✅ 可以自由使用、修改和分发
  • ✅ 必须保持开源,衍生作品也必须使用 GPL-3.0
  • ❌ 禁止用于商业目的
  • ❌ 禁止闭源使用

免责声明: 使用本项目进行逆向分析时,请遵守相关法律法规和软件许可协议。作者不对使用本项目造成的任何后果负责。

Frequently Asked Questions

What is IDA-Skill?⌄

IDA-Skill is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by miunasu. 使用skill让 AI Agent 像安全分析师一样分析恶意样本 | AI Agent skill for automated malware analysis using IDA Pro. It has 222 GitHub stars.

Is IDA-Skill safe to use?⌄

Yes. IDA-Skill passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.

How do I install IDA-Skill?⌄

Clone the repository with "git clone https://github.com/miunasu/IDA-Skill" and add it to your Claude Code skills directory (see the Installation section above). IDA-Skill ships a SKILL.md manifest, so compatible agents can discover and load it automatically.

What programming language is IDA-Skill written in?⌄

IDA-Skill is primarily written in Python. It is open-source under miunasu on GitHub, so you can review or fork the full source.

Are there alternatives to IDA-Skill?⌄

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh IDA-Skill against similar tools.

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