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ml-paper-writing

ml-paper-writing is a skill for Claude Code, Codex from LigphiDonk/Oh-my--paper. It costs 30 tokens per session (8,961 once invoked), scanned A, a copy of ml-paper-writing, MIT.

A writing guide for machine-learning and artificial-intelligence papers prepared for conferences such as NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.

In plain words
What is it for?
Use it when turning a machine-learning research project into a conference paper or camera-ready version, the final version prepared for publication.
Why use it?
It helps organize research arguments, check citations, and prepare papers for review and final submission.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code.

not rated 722repo +1 4mo ago A scan 30 tokens copy · 89% MIT

Good fit Use it when turning a machine-learning research project into a conference paper or camera-ready version, the final version prepared for publication.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ligphidonk/oh-my--paper/ml-paper-writing
View source ↗ LigphiDonk/Oh-my--paper
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 LigphiDonk/Oh-my--paper --skill ml-paper-writing
Clone the repo
git clone --depth 1 https://github.com/LigphiDonk/Oh-my--paper

Made for: Claude Code, Codex.

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/ligphidonk/oh-my--paper/ml-paper-writing/github.svg)](https://agentmods.dev/skills/ligphidonk/oh-my--paper/ml-paper-writing)
Your own site
<a href="https://agentmods.dev/skills/ligphidonk/oh-my--paper/ml-paper-writing"><img src="https://agentmods.dev/badge/skills/ligphidonk/oh-my--paper/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/ligphidonk/oh-my--paper/ml-paper-writing"><img src="https://agentmods.dev/badge/skills/ligphidonk/oh-my--paper/ml-paper-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,961 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00030 $0.08961
Opus 5 $0.00015 $0.04480
Sonnet 5 $0.00006 $0.01792
Haiku 4.5 $0.00003 $0.00896

Measured 12d ago against content hash c9568c2a75b8, 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 1 finding 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 12d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

response = requests.get(
Origin

This is a copy

89% identical to ml-paper-writing — 58 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 · 984 lines

How it starts

The opening of the file, as written. The whole thing — 984 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ml-paper-writing

Canonical Summary

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, revie...

Trigger Rules

Use this skill when the user request matches its research workflow scope. Prefer the bundled resources instead of recreating templates or reference material. Keep outputs traceable to project files, citations, scripts, or upstream evidence.

Resource Use Rules

  • Read from references/ only when the current task needs the extra detail.
  • Reuse files under templates/ instead of recreating equivalent structure from scratch when the user asks for the matching deliverable.

Execution Contract

  • Resolve every relative path from this skill directory first.
  • Prefer inspection before mutation when invoking bundled scripts.
  • If a required runtime, CLI, credential, or API is unavailable, explain the blocker and continue with the best manual fallback instead of silently skipping the step.
  • Do not write generated artifacts back into the skill directory; save them inside the active project workspace.

Upstream Instructions

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.

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 · 984 lines

Files

What ships with it

51 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. 12d ago First seen · 984 lines · 30 tokens per session scan A c9568c2a75b8

Subscribe to this mod's changes

ml-paper-writing is a skill published in the GitHub repository LigphiDonk/Oh-my--paper (722 stars, last pushed 4mo ago), licensed MIT. It adds 30 tokens to every session and 8,961 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 89% identical to ml-paper-writing, differing in 58 lines, and is treated as a copy.

AAAIACLCOLMICLRLaTeXPaper WritingScientificWriting and docsacademic-writingcitationsicmlml-paper-writingneurips
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