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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.

Compile, audit, and improve English LaTeX conference and journal papers with targeted module-based checks. \n \n Supports 12 specialized modules covering compilation, formatting, bibliography validation, grammar, sentence clarity, logic flow, expression polish, translation, title optimization, figure quality, pseudocode review, and experiment-section analysis. \n Preserves LaTeX syntax, citations, references, labels, and math environments by default; returns findings in diff-comment style for ea

Structures and writes formal academic research papers in IEEE or ACM format with proper citations and scholarly conventions. \n \n Guides paper creation through clarification of topic, scope, target venue, and formatting standard before drafting begins \n Enforces standard academic structure: abstract, introduction, related work, methodology, implementation, evaluation, discussion, conclusion, and references \n Applies formal writing conventions including third-person perspective, technical prec

paper-audit is now deep-review-first. Its core job is to behave like a serious reviewer: find technical, methodological, claim-level, and cross-section issues; keep script-backed findings separate from reviewer judgment; and return a structured issue bundle plus a revision roadmap.

This skill provides comprehensive guidance for writing excellent academic and research papers across all disciplines. It covers structure, style, argumentation, and best practices from initial planning through final revision.

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.

Simulates a complete international journal peer review process: automatically identifies the paper's field, dynamically configures 5 reviewers (Editor-in-Chief + 3 peer reviewers + Devil's Advocate) who review from four non-overlapping perspectives — methodology, domain expertise, cross-disciplinary viewpoints, and core argument challenges — ultimately producing a structured Editorial Decision and Revision Roadmap.

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.

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.

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