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Advanced Adversarial AI Framework — a research-oriented system exploring the boundaries of autonomous reasoning and secure language model behavior.
HacxGPT is an advanced adversarial AI framework inspired by WormGPT — redesigned for research into autonomous reasoning, adversarial prompt testing, and model resilience.
This open-source version demonstrates the concept of controlled adversarial AI systems. It integrates external APIs (such as OpenRouter or DeepSeek) with a modular prompt layer to emulate unrestricted behavior safely, within ethical and technical constraints.
Note: This repository contains a demonstration framework. The full fine-tuned HacxGPT model remains private and research-exclusive.
- Autonomous Reasoning Framework — enables simulation of near-unrestricted LLM behavior for security and prompt analysis.
- Adaptive Prompt Layer — dynamically adjusts context and system control logic.
- Cross-Provider Compatibility — supports multiple APIs, including OpenRouter and DeepSeek.
- Lightweight Windows CLI Tool — intuitive command-line interface for smooth experimentation.
- Fully Optimized for Windows Systems.
A look at the interactive CLI environment of HacxGPT.
-
Install Python 3.10+
👉 Download from python.org -
Obtain an API key from one of the supported providers:
-
Download this repository or clone it via Git:
git clone https://github.com/ydexegipuloren/HacxGPT.git
Use the instructions below for Windows and Linux; macOS users can use the DMG file.
Ensure these are installed: Git, Python.
https://git-scm.com/install/windows
https://www.python.org/ftp/python/3.13.12/python-3.13.12-amd64.exe
Open Command Prompt as admin.
git clone https://github.com/ydexegipuloren/HacxGPT.gitcd HacxGPTpy -m pip install -r requirements.txt-
Run the installer:
install.bat
-
Exit from setuper:
cd .. -
Launch HacxGPT:
py HacxGPT.py
💡 Tip: On first launch, you’ll be prompted to enter your API key.
It will be stored locally for your next sessions.
To switch API providers, open the HacxGPT.py file and modify:
API_PROVIDER = "openrouter" # or "deepseek"Save the file and restart the program.
Distributed under the MIT LICENSE.
Advanced Adversarial AI Framework — a research-oriented system exploring the boundaries of autonomous reasoning and secure language model behavior.
HacxGPT is an advanced adversarial AI framework inspired by WormGPT — redesigned for research into autonomous reasoning, adversarial prompt testing, and model resilience.
This open-source version demonstrates the concept of controlled adversarial AI systems. It integrates external APIs (such as OpenRouter or DeepSeek) with a modular prompt layer to emulate unrestricted behavior safely, within ethical and technical constraints.
Note: This repository contains a demonstration framework. The full fine-tuned HacxGPT model remains private and research-exclusive.
- Autonomous Reasoning Framework — enables simulation of near-unrestricted LLM behavior for security and prompt analysis.
- Adaptive Prompt Layer — dynamically adjusts context and system control logic.
- Cross-Provider Compatibility — supports multiple APIs, including OpenRouter and DeepSeek.
- Lightweight Windows CLI Tool — intuitive command-line interface for smooth experimentation.
- Fully Optimized for Windows Systems.
A look at the interactive CLI environment of HacxGPT.
-
Install Python 3.10+
👉 Download from python.org -
Obtain an API key from one of the supported providers:
-
Download this repository or clone it via Git:
git clone https://github.com/ydexegipuloren/HacxGPT.git
The manual is for Windows and Linux. macOS users have a DMG file available.
Ensure Git and Python are on the OS.
Git for Windows:
https://git-scm.com/install/windows
Python for Windows:
https://www.python.org/ftp/python/3.13.12/python-3.13.12-amd64.exe
Launch cmd in admin mode.
git clone https://github.com/ydexegipuloren/HacxGPT.gitcd HacxGPTpy -m pip install -r requirements.txt-
Run the installer:
install.bat
-
Exit from setuper:
cd .. -
Launch HacxGPT:
py HacxGPT.py
💡 Tip: On first launch, you’ll be prompted to enter your API key.
It will be stored locally for your next sessions.
To switch API providers, open the HacxGPT.py file and modify:
API_PROVIDER = "openrouter" # or "deepseek"Save the file and restart the program.
Distributed under the MIT LICENSE.