Mininglamp-AI/Mano-P

• highreadme#1

  Reposition README's main heading to clearly state core purpose

  原因：

  当前

  <div align="center">
      <h1>
        
        Mano-P 1.0
      </h1>
      <p><strong>GUI-Aware Agent Model for Edge Devices</strong></p>
      <p><strong>Private AI</strong></p>
  </div>

  复制粘贴的修复

  复制

  <div align="center"><h1>Mano-P: Open-source GUI-VLA Agent for Private Desktop Automation on Edge Devices</h1><p><strong>Runs Locally on Apple M4 Mac mini/MacBook — No Data Leaves Your Device</strong></p></div>

  待办完成忽略
• highhomepage#2

  Add a homepage URL to the repository metadata

  原因：

  复制粘贴的修复

  复制

  https://ccnt9oddmvfr.feishu.cn/wiki/QUwbwmUwriHdL4kkyqPcWNaPn9c

  待办完成忽略
• mediumreadme#3

  Clarify the 'Private AI' concept in the README's overview section

  原因：

  当前

  **Mano-P**: "Mano" means "hand" in Spanish, and "P" stands for Private. We believe that both individuals and organizations can create their own Private AI, and a bright future of human-machine collaboration is on the horizon.

  复制粘贴的修复

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  **Mano-P**: "Mano" means "hand" in Spanish, and "P" stands for Private. Mano-P enables truly private AI by running all GUI-VLA inference locally on your edge device (e.g., Apple M4 Mac mini/MacBook), ensuring no data ever leaves your device. We believe this empowers individuals and organizations to create their own Private AI, fostering a bright future of human-machine collaboration.

  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 automate graphical user interfaces with an AI agent locally on my personal computer?

  你：未被推荐
  AI 推荐顺序：

  1. Playwright
  2. PyAutoGUI
  3. SikuliX
  4. AutoIt
  5. Puppeteer
  6. Selenium WebDriver

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

  查看 AI 完整回答
• 品类问题

  Seeking a private vision-language agent for cross-platform desktop automation on edge devices.

  你：未被推荐
  AI 推荐顺序：

  1. OpenVINO
  2. OpenCV
  3. ONNX Runtime
  4. LLaVA
  5. MiniGPT-4
  6. PyAutoGUI
  7. SikuliX
  8. NVIDIA JetPack
  9. TensorRT
  10. Tesseract OCR
  11. Puppeteer
  12. Playwright
  13. Llama.cpp

  AI 推荐了 13 个替代方案，却始终没点名 Mininglamp-AI/Mano-P。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of Mininglamp-AI/Mano-P?

  pass
  ✓AI 明确点名了 Mininglamp-AI/Mano-P

  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 Mininglamp-AI/Mano-P in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 Mininglamp-AI/Mano-P

  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 Mininglamp-AI/Mano-P solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 Mininglamp-AI/Mano-P

  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？