zLanqing/codex-claude-academic-skills

• hightopics#1

  Add specific topics to improve categorization

  原因：

  复制粘贴的修复

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  academic-skills, claude-code, codex, llm-prompts, research-writing, scientific-computing, data-analysis, matlab, python, academic-office, chinese-researchers, ai-assistant

  待办完成忽略
• highreadme#2

  Reposition README opening to clarify unique value

  原因：

  当前

  > 三个面向中国科研工作者的学术技能包，覆盖论文写作、学术 Office 文档生成与科研计算三大场景。
  > 所有 skill 均可在 **Claude Code** 和 **Codex** 两个平台上直接使用。

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  This repository provides a curated collection of advanced academic skills (prompt sets) for Chinese researchers, leveraging Claude Code and Codex for paper writing, academic document generation, and scientific computing.
  
  > 三个面向中国科研工作者的学术技能包，覆盖论文写作、学术 Office 文档生成与科研计算三大场景。
  > 所有 skill 均可在 **Claude Code** 和 **Codex** 两个平台上直接使用。

  待办完成忽略
• mediumabout#3

  Provide an English translation for the About description

  原因：

  当前

  本仓库包含三个面向学术科研人员的Skills，覆盖从文献阅读、论文写作到科学计算的完整研究工作流。office-academic-skill 负责论文阅读报告与学术 PPT/Word 文档生成；research-writing-skill 提供论文写作、润色与审稿回复辅助；scientific-toolkit-skill 整合 MATLAB/Python 科学计算与期刊级图表生成。三个 Skill 专为中文科研用户设计，可在 Claude Code 和 codex 中一键调用。

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  This repository contains three academic skills (prompt sets) for researchers, covering the complete research workflow from literature review and paper writing to scientific computing. The office-academic-skill handles paper reading reports and academic PPT/Word document generation; the research-writing-skill assists with paper writing, polishing, and peer review responses; the scientific-toolkit-skill integrates MATLAB/Python scientific computing and journal-quality chart generation. These three skills are specifically designed for Chinese research users and can be invoked with one click in Claude Code and Codex.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What AI tools assist with academic paper writing, editing, and responding to peer reviews?

  你：未被推荐
  AI 推荐顺序：

  1. ChatGPT
  2. QuillBot
  3. Grammarly
  4. Elicit
  5. SciSpace
  6. Paperpal
  7. Trinka AI

  AI 推荐了 7 个替代方案，却始终没点名 zLanqing/codex-claude-academic-skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking an AI assistant for scientific data analysis, plot generation, and academic document creation.

  你：未被推荐
  AI 推荐顺序：

  1. ChatGPT
  2. Claude 3 Opus
  3. Copilot
  4. Google Gemini Advanced
  5. Perplexity AI

  AI 推荐了 5 个替代方案，却始终没点名 zLanqing/codex-claude-academic-skills。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of zLanqing/codex-claude-academic-skills?

  pass
  ⚠AI 未点名 zLanqing/codex-claude-academic-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts zLanqing/codex-claude-academic-skills in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 zLanqing/codex-claude-academic-skills

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo zLanqing/codex-claude-academic-skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 zLanqing/codex-claude-academic-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？