ml-paper-writing
Assists in writing publication-ready ML/AI papers for top conferences, ensuring accurate citations and structured arguments.
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The ml-paper-writing skill was audited on Jun 8, 2026 and we found 17 security issues across 1 threat category. Review the findings below before installing.
Categories Tested
Security Issues
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External URL reference
SourceSKILL.md
| 66 | claude mcp add exa -- npx -y mcp-remote "https://mcp.exa.ai/mcp" |
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SourceSKILL.md
| 75 | "url": "https://mcp.exa.ai/mcp" |
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SourceSKILL.md
| 362 | | **Neel Nanda** (Google DeepMind) | The Narrative Principle, What/Why/So What framework | [How to Write ML Papers](https://www.alignmentforum.org/posts/eJGptPbbFPZGLpjsp/highly-opinionated-advice-on- |
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SourceSKILL.md
| 363 | | **Sebastian Farquhar** (DeepMind) | 5-sentence abstract formula | [How to Write ML Papers](https://sebastianfarquhar.com/on-research/2024/11/04/how_to_write_ml_papers/) | |
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SourceSKILL.md
| 364 | | **Gopen & Swan** | 7 principles of reader expectations | [Science of Scientific Writing](https://cseweb.ucsd.edu/~swanson/papers/science-of-writing.pdf) | |
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SourceSKILL.md
| 365 | | **Zachary Lipton** | Word choice, eliminating hedging | [Heuristics for Scientific Writing](https://www.approximatelycorrect.com/2018/01/29/heuristics-technical-scientific-writing-machine-learning-p |
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SourceSKILL.md
| 366 | | **Jacob Steinhardt** (UC Berkeley) | Precision, consistent terminology | [Writing Tips](https://bounded-regret.ghost.io/) | |
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SourceSKILL.md
| 367 | | **Ethan Perez** (Anthropic) | Micro-level clarity tips | [Easy Paper Writing Tips](https://ethanperez.net/easy-paper-writing-tips/) | |
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SourceSKILL.md
| 784 | f"https://doi.org/{doi}", |
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SourceSKILL.md
| 964 | - **Online**: Upload to [Overleaf](https://overleaf.com) |
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SourceSKILL.md
| 971 | - [Neel Nanda: How to Write ML Papers](https://www.alignmentforum.org/posts/eJGptPbbFPZGLpjsp/highly-opinionated-advice-on-how-to-write-ml-papers) - Narrative, "What/Why/So What" |
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SourceSKILL.md
| 972 | - [Farquhar: How to Write ML Papers](https://sebastianfarquhar.com/on-research/2024/11/04/how_to_write_ml_papers/) - 5-sentence abstract |
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SourceSKILL.md
| 973 | - [Gopen & Swan: Science of Scientific Writing](https://cseweb.ucsd.edu/~swanson/papers/science-of-writing.pdf) - 7 reader expectation principles |
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External URL reference
SourceSKILL.md
| 974 | - [Lipton: Heuristics for Scientific Writing](https://www.approximatelycorrect.com/2018/01/29/heuristics-technical-scientific-writing-machine-learning-perspective/) - Word choice |
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SourceSKILL.md
| 975 | - [Perez: Easy Paper Writing Tips](https://ethanperez.net/easy-paper-writing-tips/) - Micro-level clarity |
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SourceSKILL.md
| 977 | **APIs:** [Semantic Scholar](https://api.semanticscholar.org/api-docs/) | [CrossRef](https://www.crossref.org/documentation/retrieve-metadata/rest-api/) | [arXiv](https://info.arxiv.org/help/api/basic |
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SourceSKILL.md
| 979 | **ML/AI Venues:** [NeurIPS](https://neurips.cc/Conferences/2025/PaperInformation/StyleFiles) | [ICML](https://icml.cc/Conferences/2025/AuthorInstructions) | [ICLR](https://iclr.cc/Conferences/2026/Aut |
Scanned on Jun 8, 2026
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Categoryeducation research
UpdatedJune 10, 2026
claude-codecursorapiresearcherml-ai-engineerdata-scientistacademic-writerproduct-managereducation researchdevelopmentdata analyticsproduct
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