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.
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:
Understand the project
by exploring the repo, results, and existing documentation
Deliver a complete first draft
when confident about the contribution
Search literature
using web search and APIs to find relevant citations
Refine through feedback cycles
when the scientist provides input
Ask for clarification
only when genuinely uncertain about key decisions
Key Principle
Be proactive. If the repo and results are clear, deliver a full draft. Don't block waiting for feedback on every section—scientists are busy. Produce something concrete they can react to, then iterate based on their response.
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