REPOGEO 报告 · LITE
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
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。
- highabout#1Add 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#2Reposition 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。
- opencv/opencv · 被推荐 2 次
- pytorch/pytorch · 被推荐 2 次
- tensorflow/tensorflow · 被推荐 2 次
- LAION-AI/Open-Assistant · 被推荐 1 次
- 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:
- Open Assistant (LAION-AI/Open-Assistant)
- Rasa (RasaHQ/rasa)
- Haystack (deepset-ai/haystack)
- MindMeld (cisco/mindmeld)
- Coqui TTS/STT
- OpenCV (opencv/opencv)
- PyTorch (pytorch/pytorch)
- TensorFlow (tensorflow/tensorflow)
- NLTK (nltk/nltk)
- 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:
- Python
- OpenCV (opencv/opencv)
- Tesseract OCR (tesseract-ocr/tesseract)
- PyAutoGUI (asweigart/pyautogui)
- mss (python-mss/mss)
- Pillow (python-pillow/Pillow)
- TensorFlow (tensorflow/tensorflow)
- PyTorch (pytorch/pytorch)
- Hugging Face Transformers (huggingface/transformers)
- BERT (google-research/bert)
- GPT-2
- GPT-3.5
- Llama 2 (facebookresearch/llama)
- Electron (electron/electron)
- PyQt (pyqt/pyqt)
- Kivy (kivy/kivy)
- Redis (redis/redis)
- SQLite (sqlite/sqlite)
- Docker (docker/docker-ce)
- Azure Cognitive Services
- Google Cloud AI
- AWS AI Services
- Azure Computer Vision
- Google Cloud Vision AI
- Azure OpenAI Service
- Google Cloud Vertex AI
- PaLM
- 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 completenessfail
建议:
- README presencepass
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?passAI 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?passAI 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?passAI 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。
[](https://repogeo.com/zh/r/farzaa/clicky)<a href="https://repogeo.com/zh/r/farzaa/clicky"><img src="https://repogeo.com/badge/farzaa/clicky.svg" alt="RepoGEO" /></a>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