--- title: "awesome-chatgpt-zh vs academic-research-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/embraceagi-awesome-chatgpt-zh-vs-imbad0202-academic-research-skills" tools: ["embraceagi-awesome-chatgpt-zh", "imbad0202-academic-research-skills"] --- # awesome-chatgpt-zh vs academic-research-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick awesome-chatgpt-zh when license: awesome-chatgpt-zh is MIT, academic-research-skills is Other; pick academic-research-skills when license: academic-research-skills is Other, awesome-chatgpt-zh is MIT. [awesome-chatgpt-zh](https://github.com/EmbraceAGI/awesome-chatgpt-zh) reports 12k GitHub stars, 945 forks, and 5 open issues, last pushed Jul 3, 2026. [academic-research-skills](https://buymeacoffee.com/crucify020v) has 37k stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [awesome-chatgpt-zh's repository](https://github.com/EmbraceAGI/awesome-chatgpt-zh) and [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills). | | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Tagline | ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀 | Academic Research Skills for Claude Code: research → write → review → revise → finalize | | Stars | 11,589 | 37,300 | | Forks | 945 | 3,043 | | Open issues | 5 | 9 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 7d | 0d | | Open issues (now) | 5 | 9 | | Owner type | Organization | User | | Full report | [trust report](/tools/embraceagi-awesome-chatgpt-zh/trust.md) | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | ## Choose when ### Choose awesome-chatgpt-zh if… - License: awesome-chatgpt-zh is MIT, academic-research-skills is Other. - Tags unique to awesome-chatgpt-zh: awesome, ai, awesome-list, chat-gpt. - Leaner open-issue backlog (5). ### Choose academic-research-skills if… - License: academic-research-skills is Other, awesome-chatgpt-zh is MIT. - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude. - Also covers Data & Retrieval. ## When NOT to use awesome-chatgpt-zh - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use academic-research-skills - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - 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 awesome-chatgpt-zh and academic-research-skills? awesome-chatgpt-zh: ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories. ### When should I choose awesome-chatgpt-zh over academic-research-skills? Choose awesome-chatgpt-zh over academic-research-skills when License: awesome-chatgpt-zh is MIT, academic-research-skills is Other; Tags unique to awesome-chatgpt-zh: awesome, ai, awesome-list, chat-gpt; Leaner open-issue backlog (5). ### When should I choose academic-research-skills over awesome-chatgpt-zh? Choose academic-research-skills over awesome-chatgpt-zh when License: academic-research-skills is Other, awesome-chatgpt-zh is MIT; Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, claude; Also covers Data & Retrieval. ### When should I avoid awesome-chatgpt-zh? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid academic-research-skills? Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is awesome-chatgpt-zh or academic-research-skills more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 11,589). Stars measure visibility, not whether either tool fits your constraints. ### Are awesome-chatgpt-zh and academic-research-skills open source? Yes - both are open-source projects on GitHub (awesome-chatgpt-zh: MIT, academic-research-skills: Other). ### Where can I find alternatives to awesome-chatgpt-zh or academic-research-skills? GraphCanon lists graph-backed alternatives at [awesome-chatgpt-zh alternatives](/tools/embraceagi-awesome-chatgpt-zh/alternatives) and [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) ([awesome-chatgpt-zh markdown twin](/tools/embraceagi-awesome-chatgpt-zh/alternatives.md), [academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/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-imbad0202-academic-research-skills.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 academic-research-skills? awesome-chatgpt-zh: Active. academic-research-skills: Very 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-zh and academic-research-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-chatgpt-zh trust report](/tools/embraceagi-awesome-chatgpt-zh/trust); [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/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/_