paper-write
Paper Write: Section-by-Section LaTeX Generation
Draft a LaTeX paper based on: $ARGUMENTS
Constants
- REVIEWER_MODEL =
gpt-5.5— Model used via Codex MCP for section review. Must be an OpenAI model. - TARGET_VENUE =
ICLR— Default venue. Supported:ICLR,NeurIPS,ICML,CVPR(also ICCV/ECCV),ACL(also EMNLP/NAACL),AAAI,ACM(ACM MM, SIGIR, KDD, CHI, etc.),IEEE_JOURNAL(IEEE Transactions / Letters, e.g., T-PAMI, JSAC, TWC, TCOM, TSP, TIP),IEEE_CONF(IEEE conferences, e.g., ICC, GLOBECOM, INFOCOM, ICASSP). Determines style file and formatting. - ANONYMOUS = true — If true, use anonymous author block. Set
falsefor camera-ready. Note: most IEEE venues do NOT use anonymous submission — setfalsefor IEEE. - MAX_PAGES = 9 — Main body page limit. For ML conferences: counts from first page to end of Conclusion section, references and appendix NOT counted. For IEEE venues: references ARE counted toward the page limit. Typical limits: IEEE journal = no strict limit (but 12-14 pages typical for Transactions, 4-5 for Letters), IEEE conference = 5-8 pages including references.
- DBLP_BIBTEX = true — Fetch real BibTeX from DBLP/CrossRef instead of LLM-generated entries. Eliminates hallucinated citations. Zero install required. Set
falseto use legacy behavior (LLM search +[VERIFY]markers).
Inputs
- PAPER_PLAN.md — outline with claims-evidence matrix, section plan, figure plan (from
/paper-plan) - NARRATIVE_REPORT.md — the research narrative (primary source of content)
- Generated figures — PDF/PNG files in
figures/(from/paper-figure) - LaTeX includes —
figures/latex_includes.tex(from/paper-figure) - Bibliography — existing
.bibfile, or will create one
More from wanshuiyin/auto-claude-code-research-in-sleep
idea-creator
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
149idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
146research-lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
139auto-review-loop
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
138research-review
Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
137research-pipeline
Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional). Goes from a broad research direction all the way to a polished PDF. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.
135