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ml-paper-writing

ml-paper-writing is a skill for Claude Code from Galaxy-Dawn/claude-scholar. It costs 72 tokens per session (10,333 once invoked), scanned A, a copy of ml-paper-writing, MIT.

A writing and research workflow for machine-learning papers aimed at major AI conferences. It covers drafting, literature reviews, citation checks, LaTeX templates, and final submission preparation.

In plain words
What is it for?
Use it to draft ML papers, find and verify related work, check citations, and prepare camera-ready submissions for venues such as NeurIPS, ICML, and ACL.
Why use it?
It helps turn research code and notes into a structured paper while reducing unsupported claims, citation errors, and missed conference requirements.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code.

Part of the claude-scholar plugin — 45 skills, 34 commands, 6 agents, 5 hooks shipped together

not rated 5.4krepo +93 15d ago A scan Socket: passSnyk: warn 72 tokens copy · 89% MIT

Good fit Use it to draft ML papers, find and verify related work, check citations, and prepare camera-ready submissions for venues such as NeurIPS, ICML, and ACL.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/galaxy-dawn/claude-scholar/ml-paper-writing
View source ↗ Galaxy-Dawn/claude-scholar
About the project

Claude Scholar is a semi-automated research assistant for academic research and software development, supporting literature review, coding, experiments, reporting, writing, and project knowledge management. Computer science and AI researchers use it across the research workflow with several coding-agent platforms; the catalogue contains its skills, commands, agents, hooks, plugin, and instruction.

Galaxy-Dawn/claude-scholar · 5,419 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Galaxy-Dawn/claude-scholar --skill ml-paper-writing
Clone the repo
git clone --depth 1 https://github.com/Galaxy-Dawn/claude-scholar

Made for: Claude Code.

Or install claude-scholar, the plugin that ships this one along with the rest of its 45 skills, 34 commands, 6 agents, 5 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ml-paper-writing

README.md
[![agentmods](https://agentmods.dev/badge/skills/galaxy-dawn/claude-scholar/ml-paper-writing/github.svg)](https://agentmods.dev/skills/galaxy-dawn/claude-scholar/ml-paper-writing)
Your own site
<a href="https://agentmods.dev/skills/galaxy-dawn/claude-scholar/ml-paper-writing"><img src="https://agentmods.dev/badge/skills/galaxy-dawn/claude-scholar/ml-paper-writing/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ml-paper-writing

Your own site · 80×15
<a href="https://agentmods.dev/skills/galaxy-dawn/claude-scholar/ml-paper-writing"><img src="https://agentmods.dev/badge/skills/galaxy-dawn/claude-scholar/ml-paper-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 10,333 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 13 May 2026
  • Snyk warn 13 May 2026
How audits are shown
Origin 89% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.10333
Opus 5 $0.00036 $0.05167
Sonnet 5 $0.00014 $0.02067
Haiku 4.5 $0.00007 $0.01033

Measured 8d ago against content hash 6f6ed76de172, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ml-paper-writing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

89% identical to ml-paper-writing — 359 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/ml-paper-writing/SKILL.md · 1,123 lines

How it starts

The opening of the file, as written. The whole thing — 1,123 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ML Paper Writing for Top AI Conferences

Expert-level guidance for writing publication-ready papers targeting NeurIPS, ICML, ICLR, ACL, AAAI, and 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.

Default operating order

Use this skill in the following order unless the task is unusually narrow:

  1. lock the operating mode from references/OPERATING-MODES.md,
  2. understand the repo or draft context,
  3. use references/citation-workflow.md as the canonical citation authority,
  4. load venue- or template-specific references only after the main writing path is clear.

Google Scholar may still help with manual discovery, but it is not the canonical verification authority in this skill. Default verification should use programmatic sources such as Semantic Scholar, CrossRef, and arXiv.

Claim ledger gate

Before a project plan, experiment note, or literature summary becomes manuscript prose:

  • identify the Claim Candidate or Evidence Record that supports the sentence,
  • preserve allowed wording and forbidden stronger wording,
  • keep project plans as hypotheses unless experiment artifacts or verified papers support them,
  • do not turn related-work motivation into evidence for the paper's own result,
  • mark unsupported claims as [CLAIM NEEDS EVIDENCE] instead of polishing them.

If the repo context is clear enough for a first draft, still apply this gate before stating contributions, results, related-work contrasts, or rebuttal-facing claims.

Core Philosophy: Collaborative Writing

Paper writing is collaborative, but Claude should be proactive in delivering drafts.

The typical workflow starts with a research repository containing code, results, and experimental artifacts. Claude's role is to:

  1. Understand the project by exploring the repo, results, and existing documentation
  2. Deliver a complete first draft when confident about the contribution
  3. Search literature using web search and APIs to find relevant citations
  4. Refine through feedback cycles when the scientist provides input
  5. Ask for clarification only when genuinely uncertain about key decisions

Read the full file on GitHub · 1,123 lines

Files

What ships with it

60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 1,123 lines · 72 tokens per session scan A 6f6ed76de172

Subscribe to this mod's changes

ml-paper-writing is a skill published in the GitHub repository Galaxy-Dawn/claude-scholar (5,419 stars, last pushed 15d ago), licensed MIT. It adds 72 tokens to every session and 10,333 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to ml-paper-writing, differing in 359 lines, and is treated as a copy.

AAAIACLCOLMICLRLaTeXPaper WritingResearchScientificacademic-researchacademic-writingcitationsicmlneurips
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