--- title: "awesome-chatgpt-prompts-zh vs ai-engineering-from-scratch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/plexpt-awesome-chatgpt-prompts-zh-vs-rohitg00-ai-engineering-from-scratch" tools: ["plexpt-awesome-chatgpt-prompts-zh", "rohitg00-ai-engineering-from-scratch"] --- # awesome-chatgpt-prompts-zh vs ai-engineering-from-scratch *GraphCanon updated Jul 12, 2026* ## Verdict Pick awesome-chatgpt-prompts-zh if awesome-chatgpt-prompts-zh 是一个针对 ChatGPT 的中文使用指南和提示集合，旨在帮助用户更好地利用这个语言模型完成多样的任务和场景。; pick ai-engineering-from-scratch if specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. [awesome-chatgpt-prompts-zh](https://chat.aimakex.com/) reports 61k GitHub stars, 14k forks, and 46 open issues, last pushed Apr 28, 2026. [ai-engineering-from-scratch](https://aiengineeringfromscratch.com) has 38k stars, 6.3k forks, and 96 open issues, last pushed Jun 25, 2026. Figures are from public GitHub metadata via [awesome-chatgpt-prompts-zh's repository](https://github.com/PlexPt/awesome-chatgpt-prompts-zh) and [ai-engineering-from-scratch's repository](https://github.com/rohitg00/ai-engineering-from-scratch). | | [awesome-chatgpt-prompts-zh](/tools/plexpt-awesome-chatgpt-prompts-zh.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Tagline | ChatGPT 中文调教指南 | Learn it. Build it. Ship it for others. | | Stars | 60,907 | 37,922 | | Forks | 13,548 | 6,329 | | Open issues | 46 | 96 | | Language | - | Python | | Adopt for | awesome-chatgpt-prompts-zh 是一个针对 ChatGPT 的中文使用指南和提示集合，旨在帮助用户更好地利用这个语言模型完成多样的任务和场景。 | Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | LLM Frameworks | AI Agents, Computer Vision, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-chatgpt-prompts-zh](/tools/plexpt-awesome-chatgpt-prompts-zh.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Active (82%) | | Days since push | 73d | 15d | | Open issues (now) | 46 | 96 | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/plexpt-awesome-chatgpt-prompts-zh/trust.md) | [trust report](/tools/rohitg00-ai-engineering-from-scratch/trust.md) | ## Decision facts: awesome-chatgpt-prompts-zh - **Pricing:** unknown - **Requirements:** 此工具主要是关于如何使用ChatGPT进行中文场景下的各种任务，并不是一个独立的服务或框架，用户需要自行准备ChatGPT的访问和使用环境。 - **Adopt for:** awesome-chatgpt-prompts-zh 是一个针对 ChatGPT 的中文使用指南和提示集合，旨在帮助用户更好地利用这个语言模型完成多样的任务和场景。 ## Decision facts: ai-engineering-from-scratch - **Pricing:** freemium - The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up - **Adopt for:** Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. ## Choose when ### Choose awesome-chatgpt-prompts-zh if… - Requirements: 此工具主要是关于如何使用ChatGPT进行中文场景下的各种任务，并不是一个独立的服务或框架，用户需要自行准备ChatGPT的访问和使用环境。. - Tags unique to awesome-chatgpt-prompts-zh: chat-gpt, chatgpt, chatgpt3, chatgpt4. - 当您需要指导如何优化您的中文输入以获得更好的回应时； ### Choose ai-engineering-from-scratch if… - Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up. - Tags unique to ai-engineering-from-scratch: agents, ai-engineering, computer-vision, deep-learning. - Also covers AI Agents, Computer Vision, Developer Tools. - When you want to start with foundational knowledge and learn the intricacies behind AI systems. ## When NOT to use awesome-chatgpt-prompts-zh - 如果需要严格的本地法律法规专业知识指导，因为它可能缺乏针对具体国家和地区的深度定制化法律服务； - 对于实时性和高度专业化的技术问题解答需求较少优化，因为它主要为文本创作提供支持和技术性的输入提示指南。 ## When NOT to use ai-engineering-from-scratch - If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. - When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ## Common questions ### What is the difference between awesome-chatgpt-prompts-zh and ai-engineering-from-scratch? awesome-chatgpt-prompts-zh: ChatGPT 中文调教指南. ai-engineering-from-scratch: Learn it. Build it. Ship it for others.. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-chatgpt-prompts-zh over ai-engineering-from-scratch? Choose awesome-chatgpt-prompts-zh over ai-engineering-from-scratch when Requirements: 此工具主要是关于如何使用ChatGPT进行中文场景下的各种任务，并不是一个独立的服务或框架，用户需要自行准备ChatGPT的访问和使用环境。; Tags unique to awesome-chatgpt-prompts-zh: chat-gpt, chatgpt, chatgpt3, chatgpt4; 当您需要指导如何优化您的中文输入以获得更好的回应时；. ### When should I choose ai-engineering-from-scratch over awesome-chatgpt-prompts-zh? Choose ai-engineering-from-scratch over awesome-chatgpt-prompts-zh when Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up; Tags unique to ai-engineering-from-scratch: agents, ai-engineering, computer-vision, deep-learning; Also covers AI Agents, Computer Vision, Developer Tools; When you want to start with foundational knowledge and learn the intricacies behind AI systems. ### When should I avoid awesome-chatgpt-prompts-zh? 如果需要严格的本地法律法规专业知识指导，因为它可能缺乏针对具体国家和地区的深度定制化法律服务； 对于实时性和高度专业化的技术问题解答需求较少优化，因为它主要为文本创作提供支持和技术性的输入提示指南。 ### When should I avoid ai-engineering-from-scratch? If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ### Is awesome-chatgpt-prompts-zh or ai-engineering-from-scratch more popular on GitHub? awesome-chatgpt-prompts-zh has more GitHub stars (60,907 vs 37,922). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-chatgpt-prompts-zh and ai-engineering-from-scratch open source? Yes - both are open-source projects on GitHub (awesome-chatgpt-prompts-zh: MIT, ai-engineering-from-scratch: MIT). ### Where can I find alternatives to awesome-chatgpt-prompts-zh or ai-engineering-from-scratch? GraphCanon lists graph-backed alternatives at [awesome-chatgpt-prompts-zh alternatives](/tools/plexpt-awesome-chatgpt-prompts-zh/alternatives) and [ai-engineering-from-scratch alternatives](/tools/rohitg00-ai-engineering-from-scratch/alternatives) ([awesome-chatgpt-prompts-zh markdown twin](/tools/plexpt-awesome-chatgpt-prompts-zh/alternatives.md), [ai-engineering-from-scratch markdown twin](/tools/rohitg00-ai-engineering-from-scratch/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/plexpt-awesome-chatgpt-prompts-zh-vs-rohitg00-ai-engineering-from-scratch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, awesome-chatgpt-prompts-zh or ai-engineering-from-scratch? awesome-chatgpt-prompts-zh: Steady. ai-engineering-from-scratch: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for awesome-chatgpt-prompts-zh and ai-engineering-from-scratch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-chatgpt-prompts-zh trust report](/tools/plexpt-awesome-chatgpt-prompts-zh/trust); [ai-engineering-from-scratch trust report](/tools/rohitg00-ai-engineering-from-scratch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=plexpt-awesome-chatgpt-prompts-zh`](/api/graphcanon/graph?tool=plexpt-awesome-chatgpt-prompts-zh) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_