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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). 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.

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Datos de origen

Repositorio
voidful/academic-skills
Última actividad en el origen
4 de abril de 2026 a las 08:24
Idioma detectado de SKILL.md
chino
Estrellas
133
Forks
12

Opciones de instalación

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Lee SKILL.md y los archivos complementarios que muestra SkillsMP antes de decidir si quieres instalarlo.

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SKILL.md
Instrucciones de origen · Vista previa de solo lectura
name
academic-research
description
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.
license
MIT
compatibility
Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI.
metadata
{"author":"research-skills","version":"1.0.0"}
# 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](https://agentskills.io/specification)，可在以下平台使用： ### Claude Code ```bash # 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 ```bash git clone <repo-url> ~/.codex/skills/academic-research # 或在專案中 git clone <repo-url> .codex/skills/academic-research ``` ### Gemini CLI ```bash 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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