LuaN1aoAgent

Cognitive-Driven AI Hackers

[![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)](#)

[TCH]Top-RankedIntelligent Pentest Project

--- **🧠 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)

--- ## 📖 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

LuaN1aoAgent

**Cognitive-Driven AI Hackers**

Cognitive-Driven AI Hackers

Agents

LuaN1aoAgent