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academic-research

academic-research

github.com/voidfulProductivity14082 installsUpdated 30w ago
Repository

About academic-research

An Agent Skills suite for academic research, covering paper reading, idea generation, experiment design, proofs, writing, reviews, and professor fit. It routes requests to focused skills and supports Claude Code, ChatGPT/Codex CLI, and Gemini CLI.

Key features

  1. 01Route requests to focused research skills
  2. 02Guide paper reading and idea generation
  3. 03Plan experiments and write proofs
  4. 04Support paper writing and review
  5. 05Analyze professor fit and applications
  6. 06Provide shared academic reference files

Use cases

  1. 01Understand and discuss a research paper
  2. 02Develop research ideas and experiments
  3. 03Draft or revise an academic paper
  4. 04Assess professor fit and application strategy

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/voidful/academic-skills --skill academic-research

After installing, type/academic-researchin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

README.md
CLAUDE.md
LICENSE
experiment-design/references/
reproducibility-checklist.md
baseline-selection.md
ablation-design.md
experiment-planning.md
experiment-design/templates/
experiment-plan.md
idea-generation/references/
brainstorming-frameworks.md
evaluation-matrix.md
idea-convergence.md
paper-search-strategy.md
paper-reading/references/
persona-guidelines.md
formula-interpretation.md
section-reading-guide.md
storytelling-templates.md
paper-review/references/
constructive-feedback.md
rejection-patterns.md
review-dimensions.md
scoring-rubric.md
paper-review/templates/
review-form.md
meta-review-form.md
paper-writing/references/
advanced-techniques.md
abstract.md
conclusion.md
experiments.md
conference-standards.md
introduction.md
latex-best-practices.md
method.md

Details

From the project README

Academic Research Skills Suite

一套完整的學術研究 Skill 套件，涵蓋從論文閱讀到撰寫、審稿的完整研究流程。支援 Claude Code、ChatGPT/Codex CLI、Gemini CLI。

Skill 路由表

根據使用者的意圖，載入對應的子 Skill：

觸發條件子 Skill路徑說明
讀論文、解釋論文、paper reading、看不懂這篇Paper Readingpaper-reading/SKILL.md太奶角色論文導讀（繁中）
想 idea、brainstorm、研究方向、下一步做什麼Idea Generationidea-generation/SKILL.md發散→搜索→收斂三階段構思
實驗設計、ablation、baseline、跑什麼實驗Experiment Designexperiment-design/SKILL.md實驗設計與規劃
數學證明、prove、theorem、推導Proof Writerproof-writer/SKILL.md理論推導與數學證明
寫論文、paper writing、improve my paper、LaTeXPaper Writingpaper-writing/SKILL.md論文撰寫（頂會標準）
review、審稿、reviewer 會怎麼說、這篇能上嗎Paper Reviewpaper-review/SKILL.md4 步驟學術審稿
教授分析、professor fit、選指導教授、cold email、申請策略Professor Fit Analyserprofessor-fit-analyser/SKILL.md教授適配度分析與申請策略

指引：當使用者的請求匹配上方觸發條件時，請讀取對應路徑的 SKILL.md 並依照其指示執行。如果使用者的需求橫跨多個 Skill，請依照下方 Pipeline 順序依序處理。

Skill Pipeline

professor-fit-analyser ─┐
                        ↓
paper-reading ──→ idea-generation ──→ experiment-design
      │                                       │
      ↓                                       ↓
paper-review ←── paper-writing ←──── proof-writer
      │                 ↑
      └─────────────────┘  (revision cycle)

語言慣例

  • 預設語言: 繁體中文（分析、解釋、討論）
  • 英文場景: LaTeX 生成、正式審稿輸出、數學符號與定理名稱
  • 學術詞彙: 參考 shared/chinese-academic-glossary.md 確保一致性

共享資源

跨平台安裝

本套件符合 Agent Skills 開放標準，可在以下平台使用：

Claude Code
# 方法一：Clone 到 skills 目錄
git clone <repo-url> ~/.claude/skills/academic-research

# 方法二：在專案中使用
git clone <repo-url> .claude/skills/academic-research
ChatGPT / Codex CLI
git clone <repo-url> ~/.codex/skills/academic-research
# 或在專案中
git clone <repo-url> .codex/skills/academic-research
Gemini CLI
git clone <repo-url> ~/.gemini/skills/academic-research
# 或在專案中
git clone <repo-url> .gemini/skills/academic-research
通用方式

將本倉庫目錄複製到你的 AI agent 的 skills 目錄即可。根目錄 SKILL.md 作為入口，agent 會透過 */SKILL.md 模式自動發現所有子 skills。

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