SkillsAdd

mo7yw4ng/academic-skills

academic-research

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). Use …

First seen Jul 17, 2026

Installation

$ npx skills add mo7yw4ng/academic-skills --skill academic-research
View on skills.sh ↗ GitHub repository ↗

Summary

  • 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).
  • Use when the user wants the full research workflow or is unsure which specialized skill to pick.
  • Trigger keywords: academic research suite, research pipeline, 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.

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Also in this package

Other skills from mo7yw4ng/academic-skills.

npx skills add mo7yw4ng/academic-skills
professor-fit-analyzer 47 paper-writing 47 experiment-design 45 paper-review 45 paper-reading 45 proof-writer 44 idea-generation 38

Browse all from mo7yw4ng/academic-skills

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Declared
Codex Declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 52
License LICENSE
Default branch main
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Version2.0.0
LicenseMIT
CompatibilityWorks with Claude Code, ChatGPT/Codex CLI, Cursor, Gemini CLI, and other Agent Skills clients.
Declared agents claude-code cursor codex gemini
More metadata
author
research-skills
version
2.0.0

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,792 B
  • docs SUMMARY.md 932 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 44 installs

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。

本 skill 是路由入口：根據使用者意圖，改用（或引導載入）對應的專門 skill。各 skill 安裝後彼此獨立，以 skill name 協作，不依賴 monorepo 相對路徑。

Skill 路由表

觸發條件 Skill name 說明
讀論文、解釋論文、paper reading、看不懂這篇 paper-reading 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 發散→搜索→收斂三階段構思
實驗設計、ablation、baseline、跑什麼實驗 experiment-design 實驗設計與規劃
數學證明、prove、theorem、推導 proof-writer 理論推導與數學證明
寫論文、paper writing、improve my paper、LaTeX paper-writing 論文撰寫（頂會標準）
review、審稿、reviewer 會怎麼說、這篇能上嗎 paper-review 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-analyzer 教授適配度分析與申請策略

指引：

  1. 若已安裝對應 skill，直接載入該 skill 並依其指示執行。
  2. 若僅安裝本 suite skill，依下方 Pipeline 與共享資源完成任務；並提示使用者可用 npx skills add <owner/repo> --skill <name> 安裝專門 skill。
  3. 需求橫跨多個 skill 時，依 Pipeline 順序處理。

Skill Pipeline

professor-fit-analyzer ─┐
                        ↓
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 [references/chinese-academic-glossary.md](references/chinese-academic-glossary.md) 確保一致性

共享資源

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