--- title: "wonderful-prompts vs awesome-chatgpt-prompts-zh" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/langgptai-wonderful-prompts-vs-plexpt-awesome-chatgpt-prompts-zh" tools: ["langgptai-wonderful-prompts", "plexpt-awesome-chatgpt-prompts-zh"] --- # wonderful-prompts vs awesome-chatgpt-prompts-zh *GraphCanon updated Jul 17, 2026* ## Verdict Pick wonderful-prompts if enhances ChatGPT with optimized prompts and guides for improved playability and utility; 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。. [wonderful-prompts](https://langgptai.feishu.cn/wiki/RXdbwRyASiShtDky381ciwFEnpe) reports 6.2k GitHub stars, 530 forks, and 1 open issues, last pushed Oct 22, 2025. [awesome-chatgpt-prompts-zh](https://chat.aimakex.com/) has 61k stars, 14k forks, and 46 open issues, last pushed Apr 28, 2026. Figures are from public GitHub metadata via [wonderful-prompts's repository](https://github.com/langgptai/wonderful-prompts) and [awesome-chatgpt-prompts-zh's repository](https://github.com/PlexPt/awesome-chatgpt-prompts-zh). | | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | [awesome-chatgpt-prompts-zh](/tools/plexpt-awesome-chatgpt-prompts-zh.md) | | --- | --- | --- | | Tagline | 精选中文 prompt，提升 ChatGPT 可玩性和可用性 | ChatGPT 中文调教指南 | | Stars | 6,157 | 60,912 | | Forks | 530 | 13,546 | | Open issues | 1 | 46 | | Language | - | - | | Adopt for | Enhances ChatGPT with optimized prompts and guides for improved playability and utility. | 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。 | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | [awesome-chatgpt-prompts-zh](/tools/plexpt-awesome-chatgpt-prompts-zh.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Steady (60%) | | Days since push | 262d | 75d | | Open issues (now) | 1 | 46 | | Owner type | Organization | User | | Full report | [trust report](/tools/langgptai-wonderful-prompts/trust.md) | [trust report](/tools/plexpt-awesome-chatgpt-prompts-zh/trust.md) | **Typed relationship:** wonderful-prompts _(alternative)_ awesome-chatgpt-prompts-zh 两个仓库都专注于精选的中文prompt来提升ChatGPT的表现，但可能提供的具体提示和使用方法不同。 ## Decision facts: wonderful-prompts - **Adopt for:** Enhances ChatGPT with optimized prompts and guides for improved playability and utility. ## 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。 ## Choose when ### Choose wonderful-prompts if… - 两个仓库都专注于精选的中文prompt来提升ChatGPT的表现，但可能提供的具体提示和使用方法不同。 - Tags unique to wonderful-prompts: prompt-engineering, prompts. - Also covers Developer Tools. - You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts. ### 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。. - 两个仓库都专注于精选的中文prompt来提升ChatGPT的表现，但可能提供的具体提示和使用方法不同。 - Tags unique to awesome-chatgpt-prompts-zh: chat-gpt, chatgpt3, chatgpt4, gpt. - Also covers LLM Frameworks. - 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 NOT to use wonderful-prompts - Your primary working language is not Chinese, as the prompts are optimized specifically for this language. ## When NOT to use awesome-chatgpt-prompts-zh - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between wonderful-prompts and awesome-chatgpt-prompts-zh? wonderful-prompts: 精选中文 prompt，提升 ChatGPT 可玩性和可用性. awesome-chatgpt-prompts-zh: ChatGPT 中文调教指南. See the comparison table for live GitHub stats and shared categories. ### When should I choose wonderful-prompts over awesome-chatgpt-prompts-zh? Choose wonderful-prompts over awesome-chatgpt-prompts-zh when 两个仓库都专注于精选的中文prompt来提升ChatGPT的表现，但可能提供的具体提示和使用方法不同。; Tags unique to wonderful-prompts: prompt-engineering, prompts; Also covers Developer Tools; You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts. ### When should I choose awesome-chatgpt-prompts-zh over wonderful-prompts? Choose awesome-chatgpt-prompts-zh over wonderful-prompts 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。; 两个仓库都专注于精选的中文prompt来提升ChatGPT的表现，但可能提供的具体提示和使用方法不同。; Tags unique to awesome-chatgpt-prompts-zh: chat-gpt, chatgpt3, chatgpt4, gpt; Also covers LLM Frameworks; 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 avoid wonderful-prompts? Your primary working language is not Chinese, as the prompts are optimized specifically for this language. ### When should I avoid awesome-chatgpt-prompts-zh? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is wonderful-prompts or awesome-chatgpt-prompts-zh more popular on GitHub? awesome-chatgpt-prompts-zh has more GitHub stars (60,912 vs 6,157). Stars measure visibility, not whether either tool fits your constraints. ### Are wonderful-prompts and awesome-chatgpt-prompts-zh open source? Yes - both are open-source projects on GitHub (wonderful-prompts: MIT, awesome-chatgpt-prompts-zh: MIT). ### Where can I find alternatives to wonderful-prompts or awesome-chatgpt-prompts-zh? GraphCanon lists graph-backed alternatives at [wonderful-prompts alternatives](/tools/langgptai-wonderful-prompts/alternatives) and [awesome-chatgpt-prompts-zh alternatives](/tools/plexpt-awesome-chatgpt-prompts-zh/alternatives) ([wonderful-prompts markdown twin](/tools/langgptai-wonderful-prompts/alternatives.md), [awesome-chatgpt-prompts-zh markdown twin](/tools/plexpt-awesome-chatgpt-prompts-zh/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/langgptai-wonderful-prompts-vs-plexpt-awesome-chatgpt-prompts-zh.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, wonderful-prompts or awesome-chatgpt-prompts-zh? wonderful-prompts: Slowing. awesome-chatgpt-prompts-zh: Steady. 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 wonderful-prompts and awesome-chatgpt-prompts-zh? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [wonderful-prompts trust report](/tools/langgptai-wonderful-prompts/trust); [awesome-chatgpt-prompts-zh trust report](/tools/plexpt-awesome-chatgpt-prompts-zh/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=langgptai-wonderful-prompts`](/api/graphcanon/graph?tool=langgptai-wonderful-prompts) - 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/_