voidfulvoidful/academic-skills/SKILL.md

academic-research

Skill126 starsChanged 8 months agoMITView on GitHub

Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan experiments, ablation, baselines), proof writing (mathematical proofs, LaTeX theorems), paper writing (draft to camera-ready for top venues like NeurIPS/ICLR/ACL), paper review (structured 4-step review with scoring), and professor fit analysis (evaluate advisors, cold emails, interview strategy). Trigger keywords: read paper, brainstorm, experiment design, prove, write paper, review, professor fit, advisor, cold email, LaTeX, research, NeurIPS, ICLR, ACL, arXiv, 讀論文, 寫論文, 審稿, 實驗設計, 數學證明, 研究方向, 教授分析, 選指導教授.

8 other projects use a version of this.

Adopted by

Most recently taken up by

velonx/agent-skillstheir own version, first seen Sep 24, 2026
ViewWay/academic-research-skilltheir own version, first seen May 19, 2026
sergeeey/Claude-cod-top-2026their own version, first seen May 13, 2026
fabioc-aloha/alex-cognitive-architecturetheir own version, first seen Apr 26, 2026
hint-shu/deep-researchtheir own version, first seen Apr 17, 2026
tdimino/claude-code-minoantheir own version, first seen Apr 16, 2026

Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
tdimino/claude-code-minoan★ 41same name
sergeeey/Claude-cod-top-2026★ 9same name
orhoncan/oneshot-academic-research-skill★ 8same name
hint-shu/deep-research★ 4same name
ViewWay/academic-research-skill★ 4same name
velonx/agent-skills★ 1same name
fabioc-aloha/alex-cognitive-architecture★ 0same name
romanmesicek/agent-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- experiment-designSkill
- idea-generationSkill
- paper-readingSkill
- paper-reviewSkill
- paper-writingSkill
- professor-fit-analyzerSkill
- proof-writerSkill

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SKILL.md

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 Reading	paper-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 Generation	idea-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 Design	experiment-design/SKILL.md	實驗設計與規劃
數學證明、prove、theorem、推導	Proof Writer	proof-writer/SKILL.md	理論推導與數學證明
寫論文、paper writing、improve my paper、LaTeX	Paper Writing	paper-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 Review	paper-review/SKILL.md	4 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 Analyser	professor-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

shared/chinese-academic-glossary.md — 中英學術詞彙對照
shared/conference-standards.md — 各頂會格式標準
shared/researcher-philosophies.md — 研究者哲學與寫作風格

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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