OpenBiliClaw is a personalized AI agent that autonomously discovers content across multiple platforms including Bilibili, Xiaohongshu, Douyin, and YouTube. The agent learns from user interactions, explicit feedback, and conversational input to build and continuously refine a personal preference profile. It runs entirely locally with privacy-first architecture, actively crawling and surfacing relevant content tailored to individual users.