ai-reverse-engineering

Automate binary code decompilation and analysis with IDA Pro and Ghidra.

1|Updated Jun 9, 2026
One-click install
npx skills add https://github.com/aivos-xie/hermes-skills --skill ai-reverse-engineering
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-reverse-engineering
Source: https://github.com/aivos-xie/hermes-skills/tree/main/security/ai-reverse-engineering
Command: npx skills add https://github.com/aivos-xie/hermes-skills --skill ai-reverse-engineering

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ida-pro, ghidra, llm4decompile, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides AI-powered tools for reverse engineering, making it easier to analyze and decompile binary code.

Core Features & Use Cases

  • LLM-Assisted Decompilation: Use AI to decompile binary code into readable source code.
  • Tool Integration: Integrates with popular reverse engineering tools like IDA Pro and Ghidra.
  • Use Case: Reverse engineer a binary to understand its functionality and potential vulnerabilities.

Quick Start

Use the ai-reverse-engineering skill to decompile the binary 'malware.exe' using the LLM4Decompile tool.

Frequently Asked Questions about ai-reverse-engineering

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How can AI assist with binary analysis and decompilation?

AI assists binary analysis by using large language models to automate the decompilation of binary code into readable source code. This approach helps uncover software functionality and potential vulnerabilities faster than manual review.

How do I decompile a binary file using LLM4Decompile?

To decompile a binary file using LLM4Decompile, you provide the target binary to the AI-powered tool, which then processes the instructions to generate readable source code. This requires integrating the tool with your existing reverse engineering environment.

Do I need IDA Pro or Ghidra to use AI reverse engineering tools?

Yes, you need IDA Pro or Ghidra to use these AI reverse engineering tools effectively. The Skill requires integration with these popular platforms to perform deep binary analysis and AI-assisted function decompilation.

Can AI models be used for malware detection in binary files?

Yes, AI models can be used for malware detection in binary files. By automating the decompilation and analysis of suspicious binaries, the AI helps identify malicious patterns and understand the code's potential vulnerabilities.

What are the limitations of using AI for binary code decompilation?

The primary limitation of AI binary code decompilation is its heavy dependency on established tools like IDA Pro and Ghidra. It automates analysis but requires proper environment integration and cannot completely replace manual vulnerability verification.

What is the best way to reverse engineer a binary to find vulnerabilities?

The best way to reverse engineer a binary for vulnerabilities is combining traditional platforms like IDA Pro and Ghidra with AI-assisted decompilation. This automated approach translates binary code into readable source for faster vulnerability identification.