Agent skill

Paper Write

by AI4Scientist in AI4Scientist/nano-scientist

Draft LaTeX paper section by section from an outline. An agent skill from AI4Scientist/nano-scientist.

No licenceAuto-check: warningsDocuments & Office

Install Paper Write

The automated check flagged lines worth reading first. See the safety section below.

skills CLI
$ npx skills add AI4Scientist/nano-scientist --skill paper-write -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AI4Scientist/nano-scientist paper-write --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-write .claude/skills/paper-write && rm -rf skills-src

Use ~/.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/

Facts

Skill name
paper-write
GitHub stars
128
Used in
4 other repos
Token cost
~7.2k tokens
SKILL.md length
2,805 words
Files
9
Skills in repo
75
Repo updated
First seen
Licence
None found

At a glance

Draft LaTeX paper section by section from an outline. An agent skill from AI4Scientist/nano-scientist.

  • Works in 10 steps: Backup and Clean → Initialize Project → Generate math_commands.tex → …
  • Wants to generate LaTeX content from a paper plan
  • SKILL.md covers Constants, Inputs, Orchestra-Guided Writing Overlay and Optional: Style reference (—…, plus 5 more sections
  • Calls curl and python3; reaches dblp.org and doi.org

What it does

Paper Write is an agent skill from AI4Scientist/nano-scientist. Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

Its SKILL.md is about 7.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files.

It sits in Documents & Office, covering LaTeX. It works with LaTeX. The repository describes itself as: An autonomous research agent that turns a topic into a peer-reviewed technical report.

When your agent uses it

  • Wants to generate LaTeX content from a paper plan
  • Tasks that involve LaTeX

Example prompts

  • “write paper”
  • “draft LaTeX”
  • “/paper-write”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Bash(*), Read, Write, Edit, Grep, Glob, Agent, WebSearch, WebFetch, mcp__codex__codex, mcp__codex__codex-reply

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. Backup and Clean
  2. Initialize Project
  3. Generate math_commands.tex
  4. Write Each Section
  5. 5: Theory Paper Consistency Pass (theory papers only)
  6. Build Bibliography
  7. Scientific Writing Quality Pass (5 audit passes)
  8. Cross-Review with REVIEWER_MODEL
  9. Reverse Outline Test (from Research-Paper-Writing-Skills)
  10. Final Checks

What it can do on your machine

Read from SKILL.md and the folder at commit 7132192. 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:

    • Bash(*)
    • Read
    • Write
    • Edit
    • Grep
    • Glob
    • Agent
    • WebSearch
    • WebFetch
    • mcp__codex__codex

    …and 1 more on the same allowed-tools line.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl
    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • dblp.org
    • doi.org

    Also links to:

    • github.com

    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

Paper Write loads about 7.2k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 2,805 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~7.2k

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: warnings

The automated check found patterns that need a careful read before installing.

  • WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:543
    t << 'EOF' > file`) to write in chunks. Do NOT ask the user for permission — just do it silently.
  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash(*), Read, Write, Edit, Grep, Glob, Agent, WebSearch, WebFetch, mcp__codex__codex, mcp__codex__c

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 2,805 words (~7,214 tokens).

“Draft a LaTeX paper based on: $ARGUMENTS”

— opening of SKILL.md by AI4Scientist
name
paper-write
allowed-tools
Bash(*), Read, Write, Edit, Grep, Glob, Agent, WebSearch, WebFetch, mcp__codex__codex, mcp__codex__codex-reply
argument-hint
[venue-or-section] [— style-ref: <source>]

Read the full SKILL.md on GitHub

Files

SKILL.md and 8 other files in skills/paper-write of AI4Scientist/nano-scientist.

  • SKILL.md
  • templates/IEEEtran.bst
  • templates/IEEEtran.cls
  • templates/iclr2026.tex
  • templates/icml2025.tex
  • templates/ieee_conference.tex
  • templates/ieee_journal.tex
  • templates/math_commands.tex
  • templates/neurips2025.tex

Open the folder on GitHubat commit 7132192

Used in 4 other repositories

We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 4 other GitHub owners. This page covers the copy in AI4Scientist/nano-scientist, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Paper Write 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.

Paper Write compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Paper Write this skillAI4Scientist/nano-scientist1284 repos~7.2kAutomated safety check: WarnNone
Research Writingalfonso0512/research-writing-skill4871 repos~818Automated safety check: PassMIT
Paper WritingMLNLP-World/Paper-Writing-Tips4.7k—~630Automated safety check: PassNone
Evomath TaoEvoScientist/EvoSkills4752 repos~3.8kAutomated safety check: PassApache-2.0
PaperjurySpark-To-Paper-Skills/paperjury1.2k—~5.3kAutomated safety check: PassMIT
Thesis Defense PPTX Builderzouchenzhen/thesis-defense-pptx-skill266—~2.4kAutomated safety check: PassApache-2.0

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Works with

Questions about Paper Write

What does Paper Write do?

Draft LaTeX paper section by section from an outline. An agent skill from AI4Scientist/nano-scientist. Paper Write is an agent skill from AI4Scientist/nano-scientist. Draft LaTeX paper section by section from an outline.

When should I use Paper Write?

Paper Write fits situations like: wants to generate LaTeX content from a paper plan; tasks that involve LaTeX.

How do I install Paper Write in Claude Code?

Run `npx skills add AI4Scientist/nano-scientist --skill paper-write -a claude-code`. Or copy the skill folder (skills/paper-write in AI4Scientist/nano-scientist) into .claude/skills/paper-write in your project. Claude Code loads it when a task matches its description.

How do I install Paper Write in Codex?

Run `npx skills add AI4Scientist/nano-scientist --skill paper-write -a codex`. Or copy the skill folder (skills/paper-write in AI4Scientist/nano-scientist) into .agents/skills/paper-write in your project. Codex loads it when a task matches its description.

Can I use Paper Write 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 AI4Scientist/nano-scientist --skill paper-write -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-write, .gemini/skills/paper-write, .github/skills/paper-write and .opencode/skills/paper-write in your project.

What does Paper Write need to run?

Going by SKILL.md and its folder, Paper Write needs the command-line tools its instructions call (curl and python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash(*), Read, Write, Edit, Grep, Glob, Agent, WebSearch, WebFetch, mcp__codex__codex, mcp__codex__codex-reply.

Does Paper Write access the network?

SKILL.md names 3 domains. In commands or code: dblp.org and doi.org; the agent is likely to contact these when it follows the instructions. As links in the text: github.com. This is read from the text; nothing was executed.

Is Paper Write safe to install?

Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.

What licence does Paper Write use?

No licence was found for Paper Write or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Paper Write use?

About 7.2k tokens (SKILL.md is roughly 29k 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 Paper Write?

Skills that share tags, products or a category with Paper Write: Research Writing (alfonso0512/research-writing-skill, 487 stars), Paper Writing (MLNLP-World/Paper-Writing-Tips, 4.7k stars), Evomath Tao (EvoScientist/EvoSkills, 475 stars) and Paperjury (Spark-To-Paper-Skills/paperjury, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Paper Write?

AI4Scientist (a GitHub organization) maintains it in AI4Scientist/nano-scientist, which has 128 GitHub stars. The repository holds 75 skills in this directory. The repository was last updated on June 3, 2026.

Source: AI4Scientist/nano-scientist on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.