--- title: "awesome-chatgpt-zh vs wonderful-prompts" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/embraceagi-awesome-chatgpt-zh-vs-langgptai-wonderful-prompts" tools: ["embraceagi-awesome-chatgpt-zh", "langgptai-wonderful-prompts"] --- # awesome-chatgpt-zh vs wonderful-prompts *GraphCanon updated Jul 28, 2026* ## Verdict Pick awesome-chatgpt-zh if awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts; pick wonderful-prompts if enhances ChatGPT with optimized prompts and guides for improved playability and utility. [awesome-chatgpt-zh](https://github.com/EmbraceAGI/awesome-chatgpt-zh) reports 12k GitHub stars, 948 forks, and 9 open issues, last pushed Jul 3, 2026. [wonderful-prompts](https://langgptai.feishu.cn/wiki/RXdbwRyASiShtDky381ciwFEnpe) has 6.2k stars, 532 forks, and 1 open issues, last pushed Oct 22, 2025. Figures are from public GitHub metadata via [awesome-chatgpt-zh's repository](https://github.com/EmbraceAGI/awesome-chatgpt-zh) and [wonderful-prompts's repository](https://github.com/langgptai/wonderful-prompts). | | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | | --- | --- | --- | | Tagline | A comprehensive guide to better utilizing ChatGPT in Chinese. | 精选中文 prompt，提升 ChatGPT 可玩性和可用性 | | Stars | 11,614 | 6,206 | | Forks | 948 | 532 | | Open issues | 9 | 1 | | Language | Python | - | | Adopt for | awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts. | Enhances ChatGPT with optimized prompts and guides for improved playability and utility. | | Persona | - | - | | Runtime | - | - | | License | MIT License | MIT | | Categories | Developer Tools, Evaluation & Observability | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | | --- | --- | --- | | Maintenance | Active (82%) | Slowing (36%) | | Days since push | 23d | 278d | | Open issues (now) | 9 | 1 | | Full report | [trust report](/tools/embraceagi-awesome-chatgpt-zh/trust.md) | [trust report](/tools/langgptai-wonderful-prompts/trust.md) | ## Shared compatibility - **ChatGPT**: [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) - Works with ChatGPT; [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) - Works with ChatGPT ## Decision facts: awesome-chatgpt-zh - **Pricing:** freemium - **Requirements:** Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous. - **Adopt for:** awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts. - **License detail:** MIT License ## Decision facts: wonderful-prompts - **Adopt for:** Enhances ChatGPT with optimized prompts and guides for improved playability and utility. ## Choose when ### Choose awesome-chatgpt-zh if… - Requirements: Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous.. - Tags unique to awesome-chatgpt-zh: agi, ai, awesome-list, chat-gpt. - Also covers Evaluation & Observability. - When enhancing productivity specifically with Chinese-based prompts and instructions for ChatGPT. ### Choose wonderful-prompts if… - Tags unique to wonderful-prompts: chatgpt, prompt-engineering, prompts. - You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts. - Leaner open-issue backlog (1). ## When NOT to use awesome-chatgpt-zh - If the intended use of ChatGPT is primarily in languages other than Chinese where alternative language-specific guides or repositories may be more beneficial. - When seeking direct technical support or updates on the latest features of ChatGPT that are not specifically about improving its usage in a Chinese context. ## When NOT to use wonderful-prompts - Your primary working language is not Chinese, as the prompts are optimized specifically for this language. ## Common questions ### What is the difference between awesome-chatgpt-zh and wonderful-prompts? awesome-chatgpt-zh: A comprehensive guide to better utilizing ChatGPT in Chinese.. wonderful-prompts: 精选中文 prompt，提升 ChatGPT 可玩性和可用性. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-chatgpt-zh over wonderful-prompts? Choose awesome-chatgpt-zh over wonderful-prompts when Requirements: Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous.; Tags unique to awesome-chatgpt-zh: agi, ai, awesome-list, chat-gpt; Also covers Evaluation & Observability; When enhancing productivity specifically with Chinese-based prompts and instructions for ChatGPT. ### When should I choose wonderful-prompts over awesome-chatgpt-zh? Choose wonderful-prompts over awesome-chatgpt-zh when Tags unique to wonderful-prompts: chatgpt, prompt-engineering, prompts; You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts; Leaner open-issue backlog (1). ### When should I avoid awesome-chatgpt-zh? If the intended use of ChatGPT is primarily in languages other than Chinese where alternative language-specific guides or repositories may be more beneficial. When seeking direct technical support or updates on the latest features of ChatGPT that are not specifically about improving its usage in a Chinese context. ### When should I avoid wonderful-prompts? Your primary working language is not Chinese, as the prompts are optimized specifically for this language. ### Is awesome-chatgpt-zh or wonderful-prompts more popular on GitHub? awesome-chatgpt-zh has more GitHub stars (11,614 vs 6,206). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-chatgpt-zh and wonderful-prompts open source? Yes - both are open-source projects on GitHub (awesome-chatgpt-zh: MIT, wonderful-prompts: MIT). ### Where can I find alternatives to awesome-chatgpt-zh or wonderful-prompts? GraphCanon lists graph-backed alternatives at [awesome-chatgpt-zh alternatives](/tools/embraceagi-awesome-chatgpt-zh/alternatives) and [wonderful-prompts alternatives](/tools/langgptai-wonderful-prompts/alternatives) ([awesome-chatgpt-zh markdown twin](/tools/embraceagi-awesome-chatgpt-zh/alternatives.md), [wonderful-prompts markdown twin](/tools/langgptai-wonderful-prompts/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/embraceagi-awesome-chatgpt-zh-vs-langgptai-wonderful-prompts.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, awesome-chatgpt-zh or wonderful-prompts? awesome-chatgpt-zh: Active. wonderful-prompts: Slowing. 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-zh and wonderful-prompts? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-chatgpt-zh trust report](/tools/embraceagi-awesome-chatgpt-zh/trust); [wonderful-prompts trust report](/tools/langgptai-wonderful-prompts/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=embraceagi-awesome-chatgpt-zh`](/api/graphcanon/graph?tool=embraceagi-awesome-chatgpt-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/_