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farzaa/clicky

默认分支 main · commit a80fa807 · 扫描时间 2026/5/15 06:12:45

星标 5,814 · Fork 1,072

AI 可见性总分
30 /100
亟需修复
品类召回
0 / 2
在所有问题中均未被推荐
规则结果
通过 1 · 警告 0 · 失败 1
客观元数据检查
AI 认识你的名字
3 / 3
直接询问时,AI 是否点名你的仓库
如何阅读这份报告

行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 farzaa/clicky 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。

行动计划 — 可复制粘贴的修复

2 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。

整体方向
  • highabout#1
    Add a clear GitHub repository description

    原因:

    复制粘贴的修复
    Clicky is an open-source AI teacher that provides real-time screen guidance and interactive help, acting as a buddy next to your cursor.
  • mediumreadme#2
    Reposition the core project description to the very top of the README

    原因:

    当前
    Update: April 27, 2026.
    
    Hi there! I'm Farza, the guy that made Clicky.
    
    The existing codebase remains open source. Tinker with it, make it yours, start a company out of it, do whatever you want I don't mind. But, for all the new stuff I'm hacking on, gonna keep it private. To get the latest Clicky, you can go here.
    
    I also tweeted about this here.
    
    Go crazy with this repo!! It's an MIT license.
    
    # Hi, this is Clicky.
    复制粘贴的修复
    # Clicky: Your Open-Source AI Teacher Buddy
    
    Clicky is an AI teacher that lives as a buddy next to your cursor. It can see your screen, talk to you, and even point at stuff, acting like a real-time interactive tutor.
    
    This is the open-source version of Clicky for those that want to hack on it, build their own features, or just see how it works under the hood.
    
    Update: April 27, 2026.
    
    Hi there! I'm Farza, the guy that made Clicky.
    
    The existing codebase remains open source. Tinker with it, make it yours, start a company out of it, do whatever you want I don't mind. But, for all the new stuff I'm hacking on, gonna keep it private. To get the latest Clicky, you can go here.
    
    I also tweeted about this here.
    
    Go crazy with this repo!! It's an MIT license.
    
    Download it here for free.
    
    Here's the original tweet that kinda blew up for a demo for more context.
    
    ## Get started with Claude Code

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

品类可见性 — 真正的 GEO 测试

向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?

各模型使用同一组问题 — 切换标签对比回答与排名。

召回
0 / 2
0% 的问题里出现了 farzaa/clicky
平均排名
越小越好。#1 表示首位推荐。
声量占比
0%
在所有被点名的工具中,你占了多少?
头号对手
opencv/opencv
在 2 个问题中被推荐 2 次
竞品排行
  1. opencv/opencv · 被推荐 2 次
  2. pytorch/pytorch · 被推荐 2 次
  3. tensorflow/tensorflow · 被推荐 2 次
  4. LAION-AI/Open-Assistant · 被推荐 1 次
  5. RasaHQ/rasa · 被推荐 1 次
  • 品类问题
    What open-source AI assistant can provide real-time screen guidance and interactive help?
    你:未被推荐
    AI 推荐顺序:
    1. Open Assistant (LAION-AI/Open-Assistant)
    2. Rasa (RasaHQ/rasa)
    3. Haystack (deepset-ai/haystack)
    4. MindMeld (cisco/mindmeld)
    5. Coqui TTS/STT
    6. OpenCV (opencv/opencv)
    7. PyTorch (pytorch/pytorch)
    8. TensorFlow (tensorflow/tensorflow)
    9. NLTK (nltk/nltk)
    10. SpaCy (explosion/spaCy)

    AI 推荐了 10 个替代方案,却始终没点名 farzaa/clicky。这就是要补上的差距。

    查看 AI 完整回答
  • 品类问题
    How to build a custom AI tutor that monitors screen activity and offers contextual advice?
    你:未被推荐
    AI 推荐顺序:
    1. Python
    2. OpenCV (opencv/opencv)
    3. Tesseract OCR (tesseract-ocr/tesseract)
    4. PyAutoGUI (asweigart/pyautogui)
    5. mss (python-mss/mss)
    6. Pillow (python-pillow/Pillow)
    7. TensorFlow (tensorflow/tensorflow)
    8. PyTorch (pytorch/pytorch)
    9. Hugging Face Transformers (huggingface/transformers)
    10. BERT (google-research/bert)
    11. GPT-2
    12. GPT-3.5
    13. Llama 2 (facebookresearch/llama)
    14. Electron (electron/electron)
    15. PyQt (pyqt/pyqt)
    16. Kivy (kivy/kivy)
    17. Redis (redis/redis)
    18. SQLite (sqlite/sqlite)
    19. Docker (docker/docker-ce)
    20. Azure Cognitive Services
    21. Google Cloud AI
    22. AWS AI Services
    23. Azure Computer Vision
    24. Google Cloud Vision AI
    25. Azure OpenAI Service
    26. Google Cloud Vertex AI
    27. PaLM
    28. Gemini

    AI 推荐了 28 个替代方案,却始终没点名 farzaa/clicky。这就是要补上的差距。

    查看 AI 完整回答

客观检查

针对 AI 引擎最看重的元数据信号的规则审计。

  • Metadata completeness
    fail

    建议:

  • README presence
    pass

自指检查

当被直接问到你时,AI 是否还知道你的仓库存在?

  • Compared to common alternatives in this category, what is the core differentiator of farzaa/clicky?
    pass
    AI 明确点名了 farzaa/clicky

    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 farzaa/clicky in production, what risks or prerequisites should they evaluate first?
    pass
    AI 明确点名了 farzaa/clicky

    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 farzaa/clicky solve, and who is the primary audience?
    pass
    AI 明确点名了 farzaa/clicky

    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?

嵌入你的 GEO 徽章

把这个徽章贴进 farzaa/clicky 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。

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订阅 Pro,解锁深度诊断

farzaa/clicky — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。

  • 深度报告每月 10 次
  • 无品牌品类查询5,轻量 2
  • 优先行动项8,轻量 3