LuaN1aoAgent

LuaN1aoAgent is a next-generation autonomous penetration testing agent powered by large language models (LLM). By innovatively integrating the P-E-R (Planner-Executor-Reflector) agent collaboration framework and causal graph reasoning technology, it overcomes the limitations of traditional automated scanning tools. LuaN1ao simulates the thought process of human security experts, transforming penetration testing into an 'autonomous agent' that spans from information gathering to vulnerability exploitation. It dynamically plans attack paths, constructs rigorous evidence-hypothesis-verification logic chains, and learns from failures to automatically adjust strategies.