--- title: "academic-research-skills vs Awesome-ChatGPT-prompts-ZH_CN" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/imbad0202-academic-research-skills-vs-l1xu4n-awesome-chatgpt-prompts-zh-cn" tools: ["imbad0202-academic-research-skills", "l1xu4n-awesome-chatgpt-prompts-zh-cn"] --- # academic-research-skills vs Awesome-ChatGPT-prompts-ZH_CN *GraphCanon updated Jul 11, 2026* ## Verdict Pick academic-research-skills when tags unique to academic-research-skills: peer-review, academic-writing, ai-research, literature-review; pick Awesome-ChatGPT-prompts-ZH_CN when tags unique to Awesome-ChatGPT-prompts-ZH_CN: awesome, claude-slack, bing-chat, newbing. [academic-research-skills](https://buymeacoffee.com/crucify020v) reports 37k GitHub stars, 3.0k forks, and 9 open issues, last pushed Jul 11, 2026. [Awesome-ChatGPT-prompts-ZH_CN](https://github.com/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN) has 3.2k stars, 169 forks, and 11 open issues, last pushed Jul 18, 2023. Figures are from public GitHub metadata via [academic-research-skills's repository](https://github.com/Imbad0202/academic-research-skills) and [Awesome-ChatGPT-prompts-ZH_CN's repository](https://github.com/L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN). | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [Awesome-ChatGPT-prompts-ZH_CN](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn.md) | | --- | --- | --- | | Tagline | Academic Research Skills for Claude Code: research → write → review → revise → finalize | 如何将ChatGPT调教成一只猫娘 | | Stars | 37,300 | 3,161 | | Forks | 3,043 | 169 | | Open issues | 9 | 11 | | Language | Python | - | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Other | - | | Categories | LLM Frameworks, Data & Retrieval | LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [academic-research-skills](/tools/imbad0202-academic-research-skills.md) | [Awesome-ChatGPT-prompts-ZH_CN](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 1088d | | Open issues (now) | 9 | 11 | | Full report | [trust report](/tools/imbad0202-academic-research-skills/trust.md) | [trust report](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn/trust.md) | ## Choose when ### Choose academic-research-skills if… - Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, literature-review. - Also covers Data & Retrieval. - More GitHub stars (37k vs 3.2k) - visibility, not fit. ### Choose Awesome-ChatGPT-prompts-ZH_CN if… - Tags unique to Awesome-ChatGPT-prompts-ZH_CN: awesome, claude-slack, bing-chat, newbing. ## When NOT to use academic-research-skills - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## When NOT to use Awesome-ChatGPT-prompts-ZH_CN - Last GitHub push was 1089 days ago (dormant maintenance, Jul 18, 2023). Validate activity before betting a new project on Awesome-ChatGPT-prompts-ZH_CN. - 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 academic-research-skills and Awesome-ChatGPT-prompts-ZH_CN? academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. Awesome-ChatGPT-prompts-ZH_CN: 如何将ChatGPT调教成一只猫娘. See the comparison table for live GitHub stats and shared categories. ### When should I choose academic-research-skills over Awesome-ChatGPT-prompts-ZH_CN? Choose academic-research-skills over Awesome-ChatGPT-prompts-ZH_CN when Tags unique to academic-research-skills: peer-review, academic-writing, ai-research, literature-review; Also covers Data & Retrieval; More GitHub stars (37k vs 3.2k) - visibility, not fit. ### When should I choose Awesome-ChatGPT-prompts-ZH_CN over academic-research-skills? Choose Awesome-ChatGPT-prompts-ZH_CN over academic-research-skills when Tags unique to Awesome-ChatGPT-prompts-ZH_CN: awesome, claude-slack, bing-chat, newbing. ### When should I avoid academic-research-skills? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### When should I avoid Awesome-ChatGPT-prompts-ZH_CN? Last GitHub push was 1089 days ago (dormant maintenance, Jul 18, 2023). Validate activity before betting a new project on Awesome-ChatGPT-prompts-ZH_CN. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is academic-research-skills or Awesome-ChatGPT-prompts-ZH_CN more popular on GitHub? academic-research-skills has more GitHub stars (37,300 vs 3,161). Stars measure visibility, not whether either tool fits your constraints. ### Are academic-research-skills and Awesome-ChatGPT-prompts-ZH_CN open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to academic-research-skills or Awesome-ChatGPT-prompts-ZH_CN? GraphCanon lists graph-backed alternatives at [academic-research-skills alternatives](/tools/imbad0202-academic-research-skills/alternatives) and [Awesome-ChatGPT-prompts-ZH_CN alternatives](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn/alternatives) ([academic-research-skills markdown twin](/tools/imbad0202-academic-research-skills/alternatives.md), [Awesome-ChatGPT-prompts-ZH_CN markdown twin](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn/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/imbad0202-academic-research-skills-vs-l1xu4n-awesome-chatgpt-prompts-zh-cn.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, academic-research-skills or Awesome-ChatGPT-prompts-ZH_CN? academic-research-skills: Very active. Awesome-ChatGPT-prompts-ZH_CN: Dormant. 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 academic-research-skills and Awesome-ChatGPT-prompts-ZH_CN? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [academic-research-skills trust report](/tools/imbad0202-academic-research-skills/trust); [Awesome-ChatGPT-prompts-ZH_CN trust report](/tools/l1xu4n-awesome-chatgpt-prompts-zh-cn/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=imbad0202-academic-research-skills`](/api/graphcanon/graph?tool=imbad0202-academic-research-skills) - 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/_