paper-write

name	paper-write
description	Full paper writing orchestration — from blank LaTeX project to camera-ready PDF. Delegates to paper-intro-writing (Introduction), paper-related (Related Work), and reads research-refine/experiment-plan outputs. Use when user says "写论文", "write paper", "开始写 paper", "paper writing", "draft paper", or wants to produce a submission-ready paper from experiment results.

Paper Write: Full Paper Writing Orchestration

Orchestrate blank LaTeX → camera-ready PDF. Delegates to atomics; does NOT reimplement. Writing philosophy and technique references live in references/writing-guide.md.

Pipeline

Experiment results → refine-logs/
  │
  ├─ P0: LaTeX init (template, Git, CI)
  ├─ P1: Nugget freeze (single-ping test)
  ├─ P2: Empty tables & figures (Eisner SOP)
  ├─ P3: Abstract (Black Mad-Libs)
  ├─ P4: Introduction     → delegate to paper-intro-writing
  ├─ P5: Method           → from refine-logs/FINAL_PROPOSAL.md
  ├─ P6: Experiments      → from refine-logs/EXPERIMENT_PLAN.md
  ├─ P7: Related Work     → delegate to paper-related
  ├─ P8: Conclusion
  ├─ P9: Ernst 4-round revision
  └─ P10: Submission checklist

The writing philosophy, sentence-level techniques, and ESL pitfalls are in references/writing-guide.md. Read it before starting.

Parameters

Parse from $ARGUMENTS:

• --venue <name> — ICLR, NeurIPS, ICML, CVPR, CoRL, ICRA, RSS
• --overleaf — use Overleaf instead of local LaTeX
• --skip-intro — skip P4 (paper-intro-writing already run)
• --light — skip P9-P10

Phases

P0: LaTeX Init

mkdir -p paper/{figures,data,tables} && cd paper && git init
# Download venue template, create main.tex with empty sections
# .gitignore: *.aux *.log *.out *.pdf
# Semantic line breaks: one sentence per line

P1: Nugget Freeze

Write one sentence each: 中文 nugget + English nugget. If you can't, the paper isn't ready.

P2: Empty Tables & Figures

From EXPERIMENT_PLAN.md: create empty tables with headers + captions, placeholder figures. \input{} them into main.tex.

P3: Abstract

Fill in Black Mad-Libs template. Iterate 2-3 rounds. Structure words: Unfortunately → In contrast → While promising → Therefore.

P4: Introduction → paper-intro-writing

Delegate. Read its output, verify Widom 5-paragraph structure, verify topic-sentence audit passes.

P5: Method

Read refine-logs/FINAL_PROPOSAL.md. Transform proposal → paper Method section. Start with running example. Every equation: text + figure + equation.

P6: Experiments

Read refine-logs/EXPERIMENT_PLAN.md. Transform plan → paper Experiments section. Headline table first. Each subsection = one claim. Every number answers "compared to what?"

P7: Related Work → paper-related

Run paper-related on the paper's own arXiv ID + key competitors. Organize thematically (not laundry list). Each paragraph ends with gap → "In contrast, we…"

P8: Conclusion

Four paragraphs: restate nugget → summarize results → limitations (2-3, honest) → future work. Tokekar Q5 must be non-empty.

P9: Ernst 4-Round Revision

Round 1: section-level (serves thesis?). Round 2: paragraph-level (single message? topic sentence?). Round 3: sentence-level (Williams subject-verb, Zinsser clutter removal). Round 4: word-level (LARG micro-rules, linter, TTS read-aloud).

P10: Submission Checklist

See references/writing-guide.md Appendix A for T-4w / T-2w / T-1w / T-1d checklists.

Output

paper/
├── main.tex, references.bib, Makefile
├── figures/ (vector PDF), tables/ (auto-generated), data/
└── README.md

Called by

manual invocation, survey-to-deck (indirect, via research-refine chain)

Calls

• paper-intro-writing (P4)
• paper-related (P7)
• Reads: refine-logs/FINAL_PROPOSAL.md, refine-logs/EXPERIMENT_PLAN.md