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Academic Research

skill-voidful-academic-skills-academic-skills · by voidful

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…

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Install

$ agentstack add skill-voidful-academic-skills-academic-skills

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

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](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](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](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](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](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](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](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](shared/chinese-academic-glossary.md) 確保一致性

共享資源

  • [shared/chinese-academic-glossary.md](shared/chinese-academic-glossary.md) — 中英學術詞彙對照
  • [shared/conference-standards.md](shared/conference-standards.md) — 各頂會格式標準
  • [shared/researcher-philosophies.md](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  ~/.claude/skills/academic-research

# 方法二:在專案中使用
git clone  .claude/skills/academic-research

ChatGPT / Codex CLI

git clone  ~/.codex/skills/academic-research
# 或在專案中
git clone  .codex/skills/academic-research

Gemini CLI

git clone  ~/.gemini/skills/academic-research
# 或在專案中
git clone  .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。

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.