AI Summary

Overview

Harness the power of AI for your cybersecurity operations with reverse-skill, a sophisticated skill router designed for reverse engineering, authorized penetration testing, and advanced security research. This project acts as an intelligent intermediary, seamlessly connecting AI coding clients like Claude Code, Kiro, Cursor, and Cline with the right tools and methodologies for any given task. It automates the complex process of selecting appropriate tools, bootstrapping toolchains on demand, and continuously evolves its knowledge base to stay ahead of emerging threats.

Key Features

  • AI-Powered Skill Routing: Intelligently directs AI agents to the correct cybersecurity skillset, whether tackling APKs, binaries, JavaScript obfuscation, CTF challenges, or general pentesting targets. It eliminates guesswork by providing a structured, rule-based approach.
  • On-Demand Toolchain Bootstrapping: Automatically sets up and configures necessary tools for specific tasks, ensuring your AI agent has everything it needs without manual intervention.
  • Self-Evolving Knowledge Base: The system continuously learns and adapts, incorporating new techniques and toolchains to maintain its effectiveness against a dynamic threat landscape.
  • Client-Neutral Architecture: Designed to be compatible with a wide range of AI coding clients, promoting flexibility and ease of integration into existing workflows.
  • Reproducible Workflows: Ensures that tasks are executed through defined, repeatable processes, leading to consistent and reliable security analysis and testing.
  • Comprehensive Scenario Support: Covers a vast array of cybersecurity domains, including mobile app analysis (APK/iOS), binary reverse engineering (.NET, ELF, PE), frontend JavaScript, malware analysis, penetration testing, exploit development, and more.

Typical Use Cases

  • Automated Binary Analysis: When an AI agent encounters an executable file (ELF, PE, DLL), reverse-skill automatically routes it to appropriate tools like IDA Pro, Ghidra, or radare2, initiating a structured analysis workflow.
  • Mobile Application Security Testing: Streamline the reverse engineering of Android APKs and iOS applications. The system identifies the need for tools like jadx or apktool and guides the AI through the analysis process.
  • Web Application Security Audits: For frontend JavaScript obfuscation or encrypted parameters, reverse-skill orchestrates the use of specialized JavaScript analysis tools and techniques.
  • Capture The Flag (CTF) Competitions: Provides a dedicated orchestrator with 42 sub-skills to tackle diverse CTF challenges efficiently.
  • Penetration Testing and Red Teaming: Facilitates the orchestration of attack chains, scanning, and exploitation by guiding AI agents to the right pentesting tools and strategies.
  • Malware Analysis: Automates the initial triage and analysis of malware samples, leveraging YARA rules and other relevant tools.
  • Security Research: Empowers security researchers by providing a robust framework for exploring new vulnerabilities, analyzing complex systems, and developing novel security techniques.

Repository Trajectory

Trended #4 on monthly

August 23, 2026

Trended #4 on monthly

August 23, 2026

First tracked on GitTrend

August 23, 2026

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Contributors

Languages

Java

17%

Python

5%

JavaScript

3%

PowerShell

48%

Shell

26%

About

Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端

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Contributors

Languages

Java

17%

Python

5%

JavaScript

3%

PowerShell

48%

Shell

26%