--- title: "awesome-prompts vs wonderful-prompts" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ai-boost-awesome-prompts-vs-langgptai-wonderful-prompts" tools: ["ai-boost-awesome-prompts", "langgptai-wonderful-prompts"] --- # awesome-prompts vs wonderful-prompts *GraphCanon updated Jul 28, 2026* ## Verdict Pick awesome-prompts if awesome-prompts is a collection of rated GPT prompts from the GPTs Store with a focus on engineering, attacks, protections, and academic papers; pick wonderful-prompts if enhances ChatGPT with optimized prompts and guides for improved playability and utility. [awesome-prompts](https://awesomegpt.vip) reports 8.4k GitHub stars, 798 forks, and 35 open issues, last pushed Jul 11, 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-prompts's repository](https://github.com/ai-boost/awesome-prompts) and [wonderful-prompts's repository](https://github.com/langgptai/wonderful-prompts). | | [awesome-prompts](/tools/ai-boost-awesome-prompts.md) | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | | --- | --- | --- | | Tagline | Curated chatgpt prompts and advanced prompt engineering papers | 精选中文 prompt，提升 ChatGPT 可玩性和可用性 | | Stars | 8,440 | 6,206 | | Forks | 798 | 532 | | Open issues | 35 | 1 | | Language | - | - | | Adopt for | awesome-prompts is a collection of rated GPT prompts from the GPTs Store with a focus on engineering, attacks, protections, and academic papers. | Enhances ChatGPT with optimized prompts and guides for improved playability and utility. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MIT | | Categories | Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-prompts](/tools/ai-boost-awesome-prompts.md) | [wonderful-prompts](/tools/langgptai-wonderful-prompts.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 278d | | Open issues (now) | 35 | 1 | | Owner type | User | Organization | | Full report | [trust report](/tools/ai-boost-awesome-prompts/trust.md) | [trust report](/tools/langgptai-wonderful-prompts/trust.md) | ## Decision facts: awesome-prompts - **Adopt for:** awesome-prompts is a collection of rated GPT prompts from the GPTs Store with a focus on engineering, attacks, protections, and academic papers. ## Decision facts: wonderful-prompts - **Adopt for:** Enhances ChatGPT with optimized prompts and guides for improved playability and utility. ## Choose when ### Choose awesome-prompts if… - License: awesome-prompts is GPL-3.0, wonderful-prompts is MIT. - Tags unique to awesome-prompts: awesome-list, prompt-attack, prompt-protect. - Need detailed prompt engineering resources ### Choose wonderful-prompts if… - License: wonderful-prompts is MIT, awesome-prompts is GPL-3.0. - Tags unique to wonderful-prompts: prompts. - You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts. ## When NOT to use awesome-prompts - Seeking a platform for generating new prompts rather than reviewing existing ones - In search of direct support tools or services, not just informational content - Requiring real-time collaboration on prompt creation and experimentation ## 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-prompts and wonderful-prompts? awesome-prompts: Curated chatgpt prompts and advanced prompt engineering papers. 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-prompts over wonderful-prompts? Choose awesome-prompts over wonderful-prompts when License: awesome-prompts is GPL-3.0, wonderful-prompts is MIT; Tags unique to awesome-prompts: awesome-list, prompt-attack, prompt-protect; Need detailed prompt engineering resources. ### When should I choose wonderful-prompts over awesome-prompts? Choose wonderful-prompts over awesome-prompts when License: wonderful-prompts is MIT, awesome-prompts is GPL-3.0; Tags unique to wonderful-prompts: prompts; You need to improve interaction experience or application efficiency of ChatGPT in Chinese-language contexts. ### When should I avoid awesome-prompts? Seeking a platform for generating new prompts rather than reviewing existing ones In search of direct support tools or services, not just informational content Requiring real-time collaboration on prompt creation and experimentation ### When should I avoid wonderful-prompts? Your primary working language is not Chinese, as the prompts are optimized specifically for this language. ### Is awesome-prompts or wonderful-prompts more popular on GitHub? awesome-prompts has more GitHub stars (8,440 vs 6,206). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-prompts and wonderful-prompts open source? Yes - both are open-source projects on GitHub (awesome-prompts: GPL-3.0, wonderful-prompts: MIT). ### Where can I find alternatives to awesome-prompts or wonderful-prompts? GraphCanon lists graph-backed alternatives at [awesome-prompts alternatives](/tools/ai-boost-awesome-prompts/alternatives) and [wonderful-prompts alternatives](/tools/langgptai-wonderful-prompts/alternatives) ([awesome-prompts markdown twin](/tools/ai-boost-awesome-prompts/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/ai-boost-awesome-prompts-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-prompts or wonderful-prompts? awesome-prompts: Very 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-prompts and wonderful-prompts? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-prompts trust report](/tools/ai-boost-awesome-prompts/trust); [wonderful-prompts trust report](/tools/langgptai-wonderful-prompts/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ai-boost-awesome-prompts`](/api/graphcanon/graph?tool=ai-boost-awesome-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/_