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ClaudSkills / Science & Research / ml-research

ML Paper Writing

Category: Science & Research  ·  Sub-category: ml-research  ·  Last updated:
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, o — from Orchestra Research

About this skill (catalog notes)

ML Paper Writing includes worked examples; 28 code blocks for direct copy-paste. At roughly 5,179 words the SKILL.md is on the longer end of the catalog distribution.

License
MIT
Original author
Orchestra Research
Indexed lastmod
Catalog position
Science & Research · ml-research
Indexed related skills
10

How ML Paper Writing fits the catalog

ML Paper Writing sits in the Science & Research category under the ml-research sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Expert-level guidance for writing publication-ready papers targeting NeurIPS, ICML, ICLR, ACL, AAAI, COLM. This skill combines writing philosophy from top researchers (Nanda, Farquhar, Karpathy, Lipton, Steinhardt) with practical tools: LaTeX templates, citation verification APIs, and conference checklists.

What this skill does

ML Paper Writing is a community-contributed Claude Code skill in the ml-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ml-paper-writing/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The ML Paper Writing Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ml-paper-writing
curl -L https://claudskills.com/skills/ml-paper-writing/SKILL.md \
  -o ~/.claude/skills/ml-paper-writing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ml-paper-writing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ml-paper-writing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ml-paper-writing\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the ML Paper Writing Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ml-paper-writing/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the ML Paper Writing skill do?
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, o — from Orchestra Research
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the ML Paper Writing skill?
Use ML Paper Writing when your Claude Code task falls under the Science & Research category — specifically in the ml research area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use ML Paper Writing" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the ML Paper Writing skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. ML Paper Writing is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Orchestra Research. (2026). ML Paper Writing [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ml-paper-writing/
BibTeX
@misc{ml-paper-writing-2026,
  author    = {Orchestra Research},
  title     = {ML Paper Writing [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ml-paper-writing/}
}

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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