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Expert-level guidance for writing publication-ready papers targeting NeurIPS, ICML, ICLR, ACL, AAAI, COLM (ML/AI venues) and OSDI, NSDI, ASPLOS, SOSP (Systems venues). This skill combines writing philosophy from top researchers (Nanda, Farquhar, Karpathy, Lipton, Steinhardt) with practical tools: LaTeX templates, citation verification APIs, and conference checklists.

Read and analyze academic papers directly from the Zotero library. This skill handles the complete workflow from searching Zotero to converting PDFs to readable markdown format.

This skill enables the transformation of academic papers into multiple promotional and presentation formats using the Paper2All autonomous pipeline. The system converts research papers (LaTeX or PDF) into three primary outputs:

Draft publication-ready ML/AI/Systems papers for top conferences with citation verification and LaTeX templates. \n \n Supports 12 major venues (NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP) with conference-specific templates, page limits, and submission requirements \n Enforces programmatic citation verification via Semantic Scholar and CrossRef APIs to prevent hallucinated references; marks unverifiable citations as explicit placeholders \n Provides writing philosophy from le

Section titles should have consistent capitalization.

Fetch and summarize arxiv papers from their LaTeX source code. \n \n Normalizes arxiv URLs to source format (/src/), downloads .tar.gz archives, and unpacks them locally with caching to avoid re-downloads \n Locates the LaTeX entrypoint (main.tex or equivalent) and recursively reads all relevant source files to reconstruct the full paper \n Generates markdown summaries in the local knowledge directory with contextual tags, designed for integration with the nanochat project \n Includes guidance f

Turn a research paper into an interactive marimo notebook. For general marimo notebook conventions (cell structure, PEP 723 metadata, output rendering, marimo check, variable naming, etc.), refer to the marimo-notebook skill.