LuaN1aoAgent

Name: LuaN1aoAgent
Author: SanMuzZzZz

SanMuzZzZz December 4, 2025

708 copies 0 downloads

LuaN1aoAgent is a cognitive-driven AI hacker. It is a fully autonomous AI penetration testing agent powered by DeepSeek V3.2. Using dual-graph reasoning, LuaN1ao achieves a success rate of over 90% on the XBOW Benchmark, with a median exploit cost of just $0.09.

Agent Definition

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  <img src="imgs/logo.png" alt="LuaN1ao Logo" width="200" />
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<h1 align="center">LuaN1aoAgent</h1>

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**Cognitive-Driven AI Hackers**

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[![License: Apache-2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)
[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](CONTRIBUTING.md)
[![Architecture: P-E-R](https://img.shields.io/badge/Architecture-P--E--R-purple.svg)](#system-architecture)
[![Powered by LLM](https://img.shields.io/badge/Powered%20by-LLM-ff69b4.svg)](#)
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<a href="https://zc.tencent.com/competition/competitionHackathon?code=cha004"><img src="imgs/tch.png" alt="[TCH]Top-RankedIntelligent Pentest Project" width="250" /></a>

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**🧠 Think Like Human Experts** • **📊 Dynamic Graph Planning** • **🔄 Learn From Failures** • **🎯 Evidence-Driven Decisions**

[🚀 Quick Start](#quick-start) • [✨ Core Innovations](#core-innovations) • [🏗️ System Architecture](#system-architecture) • [🗓️ Roadmap](#roadmap)

[🌐 中文版](README_zh.md) • [English Version](README.md)

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## 📖 Introduction

**LuaN1ao (鸾鸟)** is a next-generation **Autonomous Penetration Testing Agent** powered by Large Language Models (LLMs).

Traditional automated scanning tools rely on predefined rules and struggle with complex real-world scenarios. LuaN1ao breaks through these limitations by innovatively integrating the **P-E-R (Planner-Executor-Reflector) Agent Collaboration Framework** with **Causal Graph Reasoning** technology.

LuaN1ao simulates the thinking patterns of human security experts:

- 🎯 **Strategic Planning**: Dynamically plan attack paths based on global situational awareness
- 🔍 **Evidence-Driven**: Build rigorous "Evidence-Hypothesis-Validation" logical chains
- 🔄 **Continuous Evolution**: Lea

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