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.
M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链…
Install M2 Literature
$ npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m2-literature --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/m2-literature .claude/skills/m2-literature && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .claude/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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.
$skill-installer install https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literatureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m2-literature --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/m2-literature .agents/skills/m2-literature && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .agents/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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 larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m2-literature --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/m2-literature .cursor/skills/m2-literature && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .cursor/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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.
$ gemini skills install https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git --path skills/m2-literature--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m2-literature --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/m2-literature .gemini/skills/m2-literature && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .gemini/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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 larbare12/paperfactory-from-idea-to-manuscript m2-literatureInstalls 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 larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/m2-literature .github/skills/m2-literature && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .github/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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 larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m2-literature --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/m2-literature .opencode/skills/m2-literature && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "m2-literature" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m2-literature into .opencode/skills/m2-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m2-literature", 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
m2-literature- GitHub stars
- 116
- Token cost
- ~1.8k tokens
- SKILL.md length
- 427 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链…
- Works in 8 steps: 确认 M1 已完成三段式工作流 → 精读 + 四类标签 → 引用网络分析(可选,综述章节有价值) → …
- Tasks that involve Citation management
- SKILL.md covers 工具依赖(必读), 流程位置, 输入 and 输出, plus 5 more sections
- Calls bash and jq
What it does
M2 Literature is an agent skill from larbare12/paperfactory-from-idea-to-manuscript. M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链 / M6 写作消费。 任何"扩写 related work""整理 baseline 论文""投稿前 .bib 审计" "找方法论文""引用密度排查"场景调用本 skill。
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Citation management and Literature review. It works with LaTeX. The repository describes itself as: 能够实现：人提供idea，agent自动帮你生成论文.
When your agent uses it
- Tasks that involve Citation management
- Tasks that involve Literature review
Example prompts
- “扩写 related work”
- “整理 baseline 论文”
- “投稿前 .bib 审计”
- “/m2-literature”
Requirements
- Pre-approved tools (allowed-tools): Bash, Read, Write, Edit, Grep, Glob
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- 确认 M1 已完成三段式工作流
- 精读 + 四类标签
- 引用网络分析(可选,综述章节有价值)
- 引用密度检查(给 M6 留 hook)
- BibTeX 规范化
- 缺口识别 → 回 M1 补检索
- 引用真实性校验(强制门控)
- 生成最终 manifest 渲染
What it can do on your machine
Read from SKILL.md and the folder at commit 869103c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteEditGrepGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
bashjq
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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.
Context cost
M2 Literature loads about 1.8k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 427 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Write, Edit, Grep, Glob
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 427 words (~1,775 tokens).
“本 skill 不实现检索/验证/venue 评估 —— 一律委托给 citation-search:”
- name
- m2-literature
- allowed-tools
- Bash, Read, Write, Edit, Grep, Glob
Files
Just SKILL.md in skills/m2-literature of larbare12/paperfactory-from-idea-to-manuscript.
Open the folder on GitHubat commit 869103c
Compare with similar skills
M2 Literature 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 |
|---|---|---|---|---|---|---|
| M2 Literature this skilllarbare12/paperfactory-from-idea-to-manuscript | 116 | — | ~1.8k | Automated safety check: Notes | None | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Literature Review AgentAr9av/PaperOrchestra | 679 | 1 repos | ~5.2k | 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 | 458 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Arxiv Paper Writeryunshenwuchuxun/latex-paper-skills | 267 | — | ~3.2k | Automated safety check: Pass | MIT |
Similar skills
Literature Review Agent
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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…
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Zotero Taxonomy Curator
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Domain-configurable Zotero-to-Obsidian literature curation and paper close-reading skill.
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Related
Works with
Categories
Questions about M2 Literature
What does M2 Literature do?
M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链…. M2 Literature is an agent skill from larbare12/paperfactory-from-idea-to-manuscript.
When should I use M2 Literature?
M2 Literature fits situations like: tasks that involve Citation management; tasks that involve Literature review.
How do I install M2 Literature in Claude Code?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a claude-code`. Or copy the skill folder (skills/m2-literature in larbare12/paperfactory-from-idea-to-manuscript) into .claude/skills/m2-literature in your project. Claude Code loads it when a task matches its description.
How do I install M2 Literature in Codex?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a codex`. Or copy the skill folder (skills/m2-literature in larbare12/paperfactory-from-idea-to-manuscript) into .agents/skills/m2-literature in your project. Codex loads it when a task matches its description.
Can I use M2 Literature 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 larbare12/paperfactory-from-idea-to-manuscript --skill m2-literature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/m2-literature, .gemini/skills/m2-literature, .github/skills/m2-literature and .opencode/skills/m2-literature in your project.
What does M2 Literature need to run?
Going by SKILL.md and its folder, M2 Literature needs the command-line tools its instructions call (bash and jq). Its frontmatter pre-approves these tools: Bash, Read, Write, Edit, Grep, Glob.
Does M2 Literature access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is M2 Literature safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does M2 Literature use?
No licence was found for M2 Literature or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does M2 Literature use?
About 1.8k tokens (SKILL.md is roughly 7.1k 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 M2 Literature?
Skills that share tags, products or a category with M2 Literature: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Literature Review Agent (Ar9av/PaperOrchestra, 679 stars), Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars) and Arxiv Paper Writer (appautomaton/latex-arxiv-SKILL, 458 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains M2 Literature?
larbare12 (a GitHub user) maintains it in larbare12/paperfactory-from-idea-to-manuscript, which has 116 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on May 19, 2026.
Source: larbare12/paperfactory-from-idea-to-manuscript on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.