OpenBiliClaw is a local-first, open-source AI content discovery agent that uses self-evolution capabilities to proactively search for content across multiple platforms, including Bilibili, Xiaohongshu, Douyin, YouTube, X, Zhihu, Reddit, and Weibo. It leverages deepseek harness plugins for enhanced functionality and operates as a cross-platform solution designed to understand user preferences before sourcing relevant content from both social media and the open web.