Ml Paper Writing

This handles the full lifecycle of writing papers for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM. It starts from your research repo, explores your code and results, then produces complete first drafts instead of asking permission for every section. The core philosophy is proactive: Claude should deliver something concrete you can react to, not block on clarifications. The most important rule here is citation handling. It never generates BibTeX from memory and integrates with Semantic Scholar, arXiv, and optionally Exa MCP to verify every reference programmatically. Includes LaTeX templates, conference checklists, and writing philosophy from researchers like Karpathy and Steinhardt. If you're targeting systems venues like OSDI or SOSP, use systems-paper-writing instead.

skills.sh installs: 2.5K
GitHub stars: 14.4K
last updated: Aug 21, 2026

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Install

$ npx -y skills add orchestra-research/ai-research-skills --skill ml-paper-writing --agent claude-code

Installs into .claude/skills of the current project.

Files

ML Paper Writing for Top AI Conferences

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.

For systems venues (OSDI, NSDI, ASPLOS, SOSP), use the systems-paper-writing skill, which provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, and LaTeX templates for systems conferences.