whiteguo233/OpenBiliClaw

• highabout#1

  Clarify repository description to counter miscategorization

  原因：

  当前

  OpenBiliClaw 是纯本地、私有、开源的自进化跨平台内容发现 Agent：从跨平台使用、项目反馈与对话中持续深化心理画像，带着对你的理解主动去 B 站、小红书、抖音、YouTube 等来源找内容 / Fully local, private, open-source, self-improving discovery agent that learns from usage, feedback, and dialogue to find content across Bilibili, Xiaohongshu, Douyin, YouTube, and more.

  复制粘贴的修复

  复制

  OpenBiliClaw is a fully local, private, open-source, self-improving AI agent for *personalized, cross-platform content discovery* (not a scraper or client). It learns from your usage, feedback, and dialogue to proactively find content across Bilibili, Xiaohongshu, Douyin, YouTube, and more, building a deep psychological profile of you.

  待办完成忽略
• mediumreadme#2

  Reinforce core purpose and differentiation in README's opening

  原因：

  当前

  The current first paragraph after the H1/tagline is about the name origin and platform expansion.

  复制粘贴的修复

  复制

  OpenBiliClaw fundamentally rethinks content discovery. Unlike traditional platform-centric recommendation systems that optimize for their own goals, OpenBiliClaw is a local AI Agent designed to first deeply understand *you*. It then proactively searches for content you'll genuinely love across multiple platforms like Bilibili, Xiaohongshu, Douyin, and YouTube, breaking free from isolated platform silos.

  待办完成忽略
• mediumtopics#3

  Expand topics to emphasize personalized AI content discovery

  原因：

  当前

  ai-agent, bilibili, content-discovery, cross-platform, llm, multi-source, open-source, personality-profiling, privacy-first, recommendation-system, xiaohongshu

  复制粘贴的修复

  复制

  ai-agent, ai-powered-discovery, bilibili, content-discovery, cross-platform, llm, multi-platform-ai, multi-source, open-source, personalized-recommendations, personality-profiling, privacy-first, recommendation-system, user-centric-ai, xiaohongshu

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to build a personalized content recommendation system that aggregates feeds from multiple sources privately?

  你：未被推荐
  AI 推荐顺序：

  1. RSS-Bridge (RSS-Bridge/rss-bridge)
  2. FreshRSS (FreshRSS/FreshRSS)
  3. Nextcloud News (nextcloud/news)
  4. Inoreader
  5. Feedly
  6. Beautiful Soup (crummy/BeautifulSoup)
  7. Scrapy (scrapy/scrapy)
  8. Requests (psf/requests)
  9. Feedparser (kurtmckee/feedparser)
  10. Pandas (pandas-dev/pandas)
  11. NumPy (numpy/numpy)
  12. Scikit-learn (scikit-learn/scikit-learn)
  13. TensorFlow (tensorflow/tensorflow)
  14. PyTorch (pytorch/pytorch)
  15. gensim (RaRe-Technologies/gensim)

  AI 推荐了 15 个替代方案，却始终没点名 whiteguo233/OpenBiliClaw。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for an open-source AI agent that learns my preferences for cross-platform content discovery.

  你：未被推荐
  AI 推荐顺序：

  1. Mycroft AI
  2. Home Assistant
  3. OpenHAB
  4. Mozilla DeepSpeech
  5. Rasa
  6. Apache Mahout

  AI 推荐了 6 个替代方案，却始终没点名 whiteguo233/OpenBiliClaw。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of whiteguo233/OpenBiliClaw?

  pass
  ✓AI 明确点名了 whiteguo233/OpenBiliClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts whiteguo233/OpenBiliClaw in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 whiteguo233/OpenBiliClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo whiteguo233/OpenBiliClaw solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 whiteguo233/OpenBiliClaw

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？