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wtf is open-reverselab?

ling71671/open-reverselab — explained in plain English

Analysis updated 2026-05-18

878PythonAudience · developerComplexity · 4/5LicenseSetup · hard

TL;DR

An agent-oriented reverse engineering lab combining a large security research knowledge base with over 100 automation tools for CTF, APK, and PE analysis.

Mindmap

mindmap
  root((ReverseLab))
    What it does
      Reverse engineering lab
      Agent native design
      Knowledge base router
    Tech stack
      Python and MCP
      Ghidra Frida tools
      Cross platform scripts
    Use cases
      CTF web challenges
      APK analysis
      PE binary triage
    Audience
      Security researchers
    Notes
      Authorized use only
      GPL-3.0 licensed

Code map

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Why would anyone build with this?

REASON 1

Set up an AI agent workflow for authorized CTF web security challenges.

REASON 2

Analyze an Android APK using bundled reverse engineering tools and knowledge base articles.

REASON 3

Triage a Windows PE binary through automated malware analysis tooling.

REASON 4

Look up a structured attack chain and matching tool for a specific security signal.

What's in the stack?

PythonMCPGhidraFridaPowerShellShell

How it stacks up

ling71671/open-reverselabfacebookresearch/sonarrobbyant/lingbot-video
Stars878896856
LanguagePythonPythonPython
Last pushed2025-10-10
MaintenanceQuiet
Setup difficultyhardmoderatehard
Complexity4/54/55/5
Audiencedeveloperresearcherresearcher

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

How do you spin it up?

Difficulty · hard Time to first run · 1h+

Requires Python, uv, and Git, plus optional board-specific toolchains like Ghidra for Windows or Android analysis.

You can use, modify, and share this freely, but any derivative work you distribute must also be open source under the same GPL license.

Wtf does this do

ReverseLab is an open source lab environment built for reverse engineering and security research work, aimed at being used directly by AI coding agents rather than only by humans typing commands. It bundles a large knowledge base of about 178 written technique articles alongside more than 100 automation tools, covering areas like CTF style web security challenges, Android APK analysis, Windows PE binary analysis, cryptography and protocol cracking, and game anti-cheat analysis. The project organizes itself around a routing system: when a signal like a suspicious HTTP request, an APK file, or a PE binary comes in, an agent looks it up through a router that points to the matching knowledge base articles and the specific automation tools relevant to that attack chain. The knowledge base itself is split into four boards, covering web related techniques, Android reverse engineering, Windows binary analysis, and a general category for cryptography, protocols, kernel work, and cheat analysis. Each article in the knowledge base follows a consistent structure describing the scenario, the input signal, the method, the attack chain, and which automation tool to call. The repository also enforces a specific folder layout for any actual investigation work, separating original samples, tool output, patches, notes, and final reports into their own directories, with original samples never modified directly. Setup is handled through startup scripts for Windows, macOS, and Linux that check for required tools like Python, uv, and Git, and can optionally install toolchains for specific boards such as Android or Windows analysis. The project also documents a specific context loading chain so an AI agent picks up its instructions in a defined order when starting a session. The README includes an extensive disclaimer stating the project is intended only for authorized, legal use, and the project is released under the GPL-3.0-only license.

Yoink these prompts

Prompt 1
Help me run START_HERE.sh to set up ReverseLab on macOS or Linux.
Prompt 2
Explain how the kb_router matches a signal to the right knowledge base board.
Prompt 3
Walk me through installing the Android board toolchain with install_tools.ps1.
Prompt 4
Show me the directory convention this project expects for samples and reports.

Frequently asked questions

wtf is open-reverselab?

An agent-oriented reverse engineering lab combining a large security research knowledge base with over 100 automation tools for CTF, APK, and PE analysis.

What language is open-reverselab written in?

Mainly Python. The stack also includes Python, MCP, Ghidra.

What license does open-reverselab use?

You can use, modify, and share this freely, but any derivative work you distribute must also be open source under the same GPL license.

How hard is open-reverselab to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is open-reverselab for?

Mainly developer.

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