zLanqing/codex-claude-academic-skills

• hightopics#1

  Add specific topics to improve categorization

  Why:

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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

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• highreadme#2

  Reposition README opening to clarify unique value

  Why:

  CURRENT

  > 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。

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• mediumabout#3

  Provide an English translation for the About description

  Why:

  CURRENT

  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.

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Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

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

  you: not recommended
  AI recommended (in order):

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

  AI recommended 7 alternatives but never named zLanqing/codex-claude-academic-skills. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

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

  you: not recommended
  AI recommended (in order):

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

  AI recommended 5 alternatives but never named zLanqing/codex-claude-academic-skills. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

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

  pass
  ⚠AI did not name zLanqing/codex-claude-academic-skills — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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

  pass
  ✓AI named zLanqing/codex-claude-academic-skills explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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

  pass
  ⚠AI did not name zLanqing/codex-claude-academic-skills — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?