Paper Orchestra
Ar9av/PaperOrchestra
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines…
Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…
Install Academic Research
$ npx skills add voidful/academic-skills --skill academic-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install voidful/academic-skills academic-research --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .claude/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add voidful/academic-skills --skill academic-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install voidful/academic-skills academic-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .agents/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add voidful/academic-skills --skill academic-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install voidful/academic-skills academic-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .cursor/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add voidful/academic-skills --skill academic-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install voidful/academic-skills academic-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .gemini/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install voidful/academic-skills academic-researchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add voidful/academic-skills --skill academic-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .github/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add voidful/academic-skills --skill academic-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install voidful/academic-skills academic-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "academic-research" agent skill from https://github.com/voidful/academic-skills/tree/main into .opencode/skills/academic-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "academic-research", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
academic-research- GitHub stars
- 133
- Token cost
- ~887 tokens
- SKILL.md length
- 115 words
- Files
- 7
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…
- Keywords: read paper
- SKILL.md covers Skill 路由表, Skill Pipeline, 語言慣例 and 共享資源, plus 1 more section
- Calls git
- Experiment design
What it does
Academic Research is an agent skill from voidful/academic-skills. 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…
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files (for example `CLAUDE.md`, `README.md` and `shared/chinese-academic-glossary.md`). Compatibility notes: Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI.
It sits in Research & Science, covering Brainstorming, Cold outreach and Peer review. It works with LaTeX and arXiv. The repository describes itself as: A complete academic research Skill suite. Supports Claude Code, ChatGPT / Codex CLI, and Gemini CLI. The licence is MIT.
When your agent uses it
- Keywords: read paper
- Experiment design
Example prompts
- “/academic-research”
Requirements
- Compatibility (from SKILL.md): Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI.
What it can do on your machine
Read from SKILL.md and the folder at commit 71e9c42. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
agentskills.io
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI.
From compatibility in the SKILL.md frontmatter.
Context cost
Academic Research loads about 887 tokens when it runs. Until then it costs about 182 tokens; SKILL.md has 115 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from voidful/academic-skills at commit 71e9c42, republished under its MIT licence (© voidful). 115 words, ~887 tokens.
Download SKILL.mdSave it as
.claude/skills/academic-research/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- 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.
- compatibility
- Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI.
- license
- MIT
- metadata.author
- research-skills
- metadata.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 | 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-researchChatGPT / Codex CLI
git clone <repo-url> ~/.codex/skills/academic-research
# 或在專案中
git clone <repo-url> .codex/skills/academic-researchGemini 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。
© voidful, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files in the repository root of voidful/academic-skills.
- SKILL.md
- CLAUDE.md
- LICENSE
- README.md
- shared/chinese-academic-glossary.md
- shared/conference-standards.md
- shared/researcher-philosophies.md
Open the folder on GitHubat commit 71e9c42
Compare with similar skills
Academic Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Academic Research this skillvoidful/academic-skills | 133 | — | ~887 | Automated safety check: Pass | MIT | |
| Paper OrchestraAr9av/PaperOrchestra | 677 | 1 repos | ~3.5k | Automated safety check: Pass | Custom licence | |
| Arxiv PreflightMathews-Tom/armory | 328 | — | ~2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | |
| Arxiv Paper Writerappautomaton/latex-arxiv-SKILL | 457 | — | ~2.3k | Automated safety check: Pass | MIT |
Similar skills
Arxiv Preflight
Mathews-Tom/armory
Pre-submission validation audit for arXiv papers across TeX source, PDF, figures, metadata, bibliography, file organization, and common-error scans.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Arxiv MCP Server
blazickjp/arxiv-mcp-server
A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…
Arxiv Paper Writer
appautomaton/latex-arxiv-SKILL
Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
Arxiv Paper Writer
yunshenwuchuxun/latex-paper-skills
Writes ML/AI review and survey papers for arXiv using the IEEEtran LaTeX template with verified BibTeX citations.
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Related
Categories
Questions about Academic Research
What does Academic Research do?
Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…. Academic Research is an agent skill from voidful/academic-skills. 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).
When should I use Academic Research?
Academic Research fits situations like: keywords: read paper; experiment design.
How do I install Academic Research in Claude Code?
Run `npx skills add voidful/academic-skills --skill academic-research -a claude-code`. Or copy the skill folder (the voidful/academic-skills repository) into .claude/skills/academic-research in your project. Claude Code loads it when a task matches its description.
How do I install Academic Research in Codex?
Run `npx skills add voidful/academic-skills --skill academic-research -a codex`. Or copy the skill folder (the voidful/academic-skills repository) into .agents/skills/academic-research in your project. Codex loads it when a task matches its description.
Can I use Academic Research in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add voidful/academic-skills --skill academic-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/academic-research, .gemini/skills/academic-research, .github/skills/academic-research and .opencode/skills/academic-research in your project.
What does Academic Research need to run?
Going by SKILL.md and its folder, Academic Research needs the command-line tools its instructions call (git). Compatibility (from SKILL.md): Works with Claude Code, ChatGPT/Codex CLI, and Gemini CLI..
Does Academic Research access the network?
SKILL.md names 1 domain. As links in the text: agentskills.io. This is read from the text; nothing was executed.
Is Academic Research safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Academic Research use?
Academic Research is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Academic Research use?
About 887 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Academic Research?
Skills that share tags, products or a category with Academic Research: Paper Orchestra (Ar9av/PaperOrchestra, 677 stars), Arxiv Preflight (Mathews-Tom/armory, 328 stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Academic Research?
voidful (a GitHub user) maintains it in voidful/academic-skills, which has 133 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 4, 2026.
Source: voidful/academic-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.