Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结：StableDiffusion 是一种强大的图像生成模型，能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型，它能够自动为输入的主题生成合适的文章。而 Github Copilot 是一个智能编程助手，能够加速日常编程活动。
| Date | Stars |
|---|---|
| 2026-07-24 | 5504 |
| 2026-07-25 | 5508 |
| 2026-07-28 | 5508 |
| 2026-07-30 | 5508 |
| 2026-07-31 | 5515 |
| 2026-08-06 | 5515 |
Today
— stars today
This week
+7 stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.13%/day
# 理解 Prompt：基于编程、绘画、写作的 AI 探索与总结
欢迎使用集成了这些模式的工具：https://github.com/prompt-engineering/click-prompt
目录：
1. [理解 Prompt](#%E5%9F%BA%E4%BA%8E%E7%BC%96%E7%A8%8B%E3%80%81%E7%BB%98%E7%94%BB%E3%80%81%E5%86%99%E4%BD%9C%E7%9A%84-ai-%E6%8E%A2%E7%B4%A2%E4%B8%8E%E6%80%BB%E7%BB%93%EF%BC%9A%E7%90%86%E8%A7%A3-prompt)
1. [图形生成：如何描述一张照片？？](#%E5%9B%BE%E5%BD%A2%E7%94%9F%E6%88%90%EF%BC%9A%E5%A6%82%E4%BD%95%E6%8F%8F%E8%BF%B0%E4%B8%80%E5%BC%A0%E7%85%A7%E7%89%87%EF%BC%9F%EF%BC%9F)
1. [文本描述：第一个示例](#%E6%96%87%E6%9C%AC%E6%8F%8F%E8%BF%B0%EF%BC%9A%E7%AC%AC%E4%B8%80%E4%B8%AA%E7%A4%BA%E4%BE%8B)
2. [精准控图：结合 ControlNet](#%E7%B2%BE%E5%87%86%E6%8E%A7%E5%9B%BE%EF%BC%9A%E7%BB%93%E5%90%88-controlnet)
3. [更多的模型集：与二次元世界的照片（18 禁）](#%E6%9B%B4%E5%A4%9A%E7%9A%84%E6%A8%A1%E5%9E%8B%E9%9B%86%EF%BC%9A%E4%B8%8E%E4%BA%8C%E6%AC%A1%E5%85%83%E4%B8%96%E7%95%8C%E7%9A%84%E7%85%A7%E7%89%87%EF%BC%8818-%E7%A6%81%EF%BC%89)
4. [小结](#%E5%B0%8F%E7%BB%93)
2. [文章：如何围绕特定主题思考？](#%E6%96%87%E7%AB%A0%EF%BC%9A%E5%A6%82%E4%BD%95%E5%9B%B4%E7%BB%95%E7%89%B9%E5%AE%9A%E4%B8%BB%E9%A2%98%E6%80%9D%E8%80%83%EF%BC%9F)
1. [情境：如何用 ChatGPT 写一篇文章，以如何用 ChatGPT 写一篇文章?](#%E6%83%85%E5%A2%83%EF%BC%9A%E5%A6%82%E4%BD%95%E7%94%A8-chatgpt-%E5%86%99%E4%B8%80%E7%AF%87%E6%96%87%E7%AB%A0%EF%BC%8C%E4%BB%A5%E5%A6%82%E4%BD%95%E7%94%A8-chatgpt-%E5%86%99%E4%B8%80%E7%AF%87%E6%96%87%E7%AB%A0?)
2. [构建更完整的上下文](#%E6%9E%84%E5%BB%BA%E6%9B%B4%E5%AE%8C%E6%95%B4%E7%9A%84%E4%B8%8A%E4%B8%8B%E6%96%87)
3. [构建框架（frameworks）](#%E6%9E%84%E5%BB%BA%E6%A1%86%E6%9E%B6%EF%BC%88frameworks%EF%BC%89)
4. [其它小建议：](#%E5%85%B6%E5%AE%83%E5%B0%8F%E5%BB%BA%E8%AE%AE%EF%BC%9A)
3. [代码生成：GitHub Copilot](#%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90%EF%BC%9Agithub-copilot)
1. [完整示例：DDD + ChatGPT + Copilot](#%E5%AE%8C%E6%95%B4%E7%A4%BA%E4%BE%8B%EF%BC%9Addd-+-chatgpt-+-copilot)
2. [其它：代码生成开源模型](#%E5%85%B6%E5%AE%83%EF%BC%9A%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90%E5%BC%80%E6%BA%90%E6%A8%A1%E5%9E%8B)
4. [总结：AI 就像占卜](#%E6%80%BB%E7%BB%93%EF%BC%9Aai-%E5%B0%B1%E5%83%8F%E5%8D%A0%E5%8D%9C)
5. [其它：Macbook Pro 的吐槽](#%E5%85%B6%E5%AE%83%EF%BC%9Amacbook-pro-%E7%9A%84%E5%90%90%E6%A7%BD)
1. [AI 生态不友好](#ai-%E7%94%9F%E6%80%81%E4%B8%8D%E5%8F%8B%E5%A5%BD)
6. [本文相关资源](#%E6%9C%AC%E6%96%87%E7%9B%B8%E5%85%B3%E8%B5%84%E6%BA%90)
2. [Prompt 编程：打通低代码的最后一公里？](#%E5%AE%9E%E6%97%B6%E7%9A%84%E8%BD%AF%E4%BB%B6%E7%94%9F%E6%88%90-**%E2%80%94%E2%80%94-prompt-%E7%BC%96%E7%A8%8B%E6%89%93%E9%80%9A%E4%BD%8E%E4%BB%A3%E7%A0%81%E7%9A%84%E6%9C%80%E5%90%8E%E4%B8%80%E5%85%AC%E9%87%8C%EF%BC%9F**)
1. [引子](#%E5%BC%95%E5%AD%90)
2. [Prompt 编程：真正的无代码](#prompt-%E7%BC%96%E7%A8%8B%EF%BC%9A%E7%9C%9F%E6%AD%A3%E7%9A%84%E6%97%A0%E4%BB%A3%E7%A0%81)
1. [Prompt 编程特性 1：从需求到代码的直接转换](#prompt-%E7%BC%96%E7%A8%8B%E7%89%B9%E6%80%A7-1%EF%BC%9A%E4%BB%8E%E9%9C%80%E6%B1%82%E5%88%B0%E4%BB%A3%E7%A0%81%E7%9A%84%E7%9B%B4%E6%8E%A5%E8%BD%AC%E6%8D%A2)
2. [Prompt 编程特性 2：代码只是临时产物](#prompt-%E7%BC%96%E7%A8%8B%E7%89%B9%E6%80%A7-2%EF%BC%9A%E4%BB%A3%E7%A0%81%E5%8F%AA%E6%98%AF%E4%B8%B4%E6%97%B6%E4%BA%A7%E7%89%A9)
3. [Prompt 编程特性 3：次序化的分解框架](#prompt-%E7%BC%96%E7%A8%8B%E7%89%B9%E6%80%A7-3%EF%BC%9A%E6%AC%A1%E5%BA%8F%E5%8C%96%E7%9A%84%E5%88%86%E8%A7%A3%E6%A1%86%E6%9E%B6)
4. [Prompt 编程特性 4：语言即语言](#prompt-%E7%BC%96%E7%A8%8B%E7%89%B9%E6%80%A7-4%EF%BC%9A%E8%AF%AD%E8%A8%80%E5%8D%B3%E8%AF%AD%E8%A8%80)
3. [Prompt 编程 Demo：引导 ChatGPT 创建语言与建模](#prompt-%E7%BC%96%E7%A8%8B-demo%EF%BC%9A%E5%BC%95%E5%AF%BC-chatgpt-%E5%88%9B%E5%BB%BA%E8%AF%AD%E8%A8%80%E4%B8%8E%E5%BB%BA%E6%A8%A1)
1. [阶段一：让 ChatGPT 与你学 DDD](#%E9%98%B6%E6%AE%B5%E4%B8%80%EF%BC%9A%E8%AE%A9-chatgpt-%E4%B8%8E%E4%BD%A0%E5%AD%A6-ddd)
2. [阶段二：完整设计 + DSL 生成](#%E9%98%B6%E6%AE%B5%E4%BA%8C%EF%BC%9A%E5%AE%8C%E6%95%B4%E8%AE%BE%E8%AE%A1-+-dsl-%E7%94%9F%E6%88%90)
3. [阶段三：代码生成与低代码](#%E9%98%B6%E6%AE%B5%E4%B8%89%EF%BC%9A%E4%BB%A3%E7%A0%81%E7%94%9F%E6%88%90%E4%B8%8E%E4%BD%8E%E4%BB%A3%E7%A0%81)
4. [小结](#%E5%B0%8F%E7%BB%93)
4. [实时的软件生成：自然语言即 Prompt，Prompt 即代码](#%E5%AE%9E%E6%97Excerpt of 32,527 characters
Read on GitHub
Fengda Huang · ex-@Thoughtworks @qoderai · China
98
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:462da762de32b9f2, topic:stable-diffusion, readme:controlnet
matched fp:462da762de32b9f2, topic:chatgpt