GhostShell is a Next.js-based agentic AI honeypot demo that simulates attacker interactions and analyzes behavior in real time. It includes a fake terminal and an admin dashboard to monitor sessions, risk scores, and threat categories, while visualizing attack patterns for security education and threat intelligence demos.