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what is reverse-skill fr?

zhaoxuya520/reverse-skill — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2026-07-03

7,205PowerShellAudience · developerComplexity · 3/5ActiveSetup · moderate

tl;dr

Toolkit that gives AI coding assistants a structured routing system for security work like Android reverse engineering, malware analysis, penetration testing, and CTF challenges.

vibe map

mindmap
  root((reverse-skill))
    What it does
      Routes AI to skill modules
      Structured methodology
      Learns from past tasks
    Tech Stack
      PowerShell
      Java
      Node.js
      Python
    Use Cases
      Android reverse engineering
      Malware analysis
      CTF challenges
    Audience
      Security researchers
      Penetration testers

Code map

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what do people make with this?

VIBE 1

Route an AI coding assistant through APK analysis, JavaScript deobfuscation, and HTTP capture to understand an Android app's network encryption.

VIBE 2

Use the CTF module's 40+ sub-skills to guide an AI through competition reverse-engineering challenges.

VIBE 3

Get structured binary analysis workflows using tools like IDA Pro and radare2 during authorized penetration tests.

VIBE 4

Analyze firmware or IoT devices with a routing framework instead of manually picking tools each time.

what's the stack?

PowerShellJavaNode.jsPython

how it stacks up fr

zhaoxuya520/reverse-skilljenkinsci/dockeri-am-jakoby/flipper-zero-badusb
Stars7,2057,4916,809
LanguagePowerShellPowerShellPowerShell
Last pushed2026-07-03
MaintenanceActive
Setup difficultymoderatemoderatemoderate
Complexity3/53/52/5
Audiencedeveloperops devopsresearcher

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Not a standalone app, install alongside an AI coding client and requires Java, Node.js, and Python already on your machine.

License is not stated in the available content.

in plain english

reverse-skill is a toolkit that makes AI coding assistants like Claude Code, Cursor, or Codex CLI genuinely useful for security work, reverse engineering Android apps, analyzing malware, penetration testing, solving CTF challenges, and similar tasks. Normally, if you ask an AI agent to dissect a compiled binary or find a vulnerability, it guesses at commands and often gets things wrong. This project gives the AI a structured decision-making framework so it picks the right tool and methodology for each specific task. The core idea is a routing system. When you give the AI a task, say, unpacking an APK or deobfuscating JavaScript, a set of rules (laid out in RULES.md) guides it through a routing matrix that matches the task to the correct skill module. Each skill module knows which tools to run and how. So instead of the AI blindly trying random commands, it follows a proven workflow: identify what kind of file or problem you're dealing with, route to the matching skill, execute the right tools in sequence, then produce a report. It also saves what it learned, so future tasks benefit from past experience. The practical users are security researchers, penetration testers, CTF competitors, and anyone doing authorized security analysis. If you're trying to understand how an Android app encrypts its network traffic, this system would route the AI through APK analysis tools, then JavaScript reverse engineering, then HTTP capture, in the right order, with the right tools at each step. It covers a broad range: binary analysis with tools like IDA Pro and radare2, firmware and IoT testing, vulnerability exploitation, EDR bypass research, and even LLM/AI security testing. The CTF module alone bundles over 40 sub-skills for competition scenarios. The project is built as a collection of markdown files and scripts rather than a traditional application. You don't really "run" it directly, you install it alongside your AI coding client, and the AI reads the instructions to understand what tools are available and how to approach different problems. It supports Linux, macOS, and Kali (a security-focused Linux distribution), and relies on existing tools like Java, Node.js, and Python being installed on your machine.

prompts (copy fr)

prompt 1
Install reverse-skill alongside Claude Code and use it to route my analysis of this Android APK's network traffic encryption.
prompt 2
Walk me through how reverse-skill's routing matrix in RULES.md picks the right skill module for a malware sample.
prompt 3
Use reverse-skill's CTF module to guide me through solving this binary exploitation challenge step by step.
prompt 4
Show me how reverse-skill would sequence IDA Pro and radare2 for analyzing this compiled binary.
prompt 5
Explain how reverse-skill saves lessons from past authorized security tasks to improve future routing decisions.

Frequently asked questions

what is reverse-skill fr?

Toolkit that gives AI coding assistants a structured routing system for security work like Android reverse engineering, malware analysis, penetration testing, and CTF challenges.

What language is reverse-skill written in?

Mainly PowerShell. The stack also includes PowerShell, Java, Node.js.

Is reverse-skill actively maintained?

Active — commit in last 30 days (last push 2026-07-03).

What license does reverse-skill use?

License is not stated in the available content.

How hard is reverse-skill to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is reverse-skill for?

Mainly developer.

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