Individual skill
ml-paper-writing
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, reviewer guidelines, and citation verification workflows.
hermes-agent/skills/research/ml-paper-writing/SKILL.md
Source commit 85006e4e63bf4e30d6085b36945c75eaf99d72a0
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- Yes
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- No
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- Last checked
- Nov 5, 2026
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- Repository last updated
- Sep 7, 2026
- License
- Apache-2.0
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Read excerpt
# 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