| name | paper-pipeline |
| description | Paper 写作 6-stage 流水线:outline → draft → review → revise → format → cite-verify。每 stage 出 deliverable,不一气呵成。Use when user says "paper pipeline", "写 paper", "投稿流水", "6-stage paper", "写论文", "start paper". |
| argument-hint | [--venue NeurIPS|ICLR|...] [--start-stage 1] [--effort lite|polished|conference-ready] |
| allowed-tools | Bash(*), Read, Write, Edit, Agent, Skill |
/paper-pipeline — 6-Stage Linear Paper Writing
借鉴 ARIS /paper-writing。FINAL gate 前的主入口。
Overview
Stage 1: outline → paper/OUTLINE.md
Stage 2: draft → paper/sections/*.tex
Stage 3: review → /cross-review N rounds
Stage 4: revise → 改 draft
Stage 5: format → /pubfig + bibtex tidy
Stage 6: cite-verify → /citation-audit
每阶段产物 commit 一次,方便回滚。
Workflow
VENUE=${1:-NeurIPS}
START=${2:-1}
EFFORT=${3:-polished}
for stage in 1 2 3 4 5 6; do
[ $stage -lt $START ] && continue
Skill(/paper-mode --stage $stage --venue $VENUE --effort $EFFORT)
git add paper/; git commit -m "paper: stage $stage done"
done
每 stage 末调对应 atomic skill:
| Stage | Skill |
|---|
| 1 outline | /paper-mode --mode outline |
| 2 draft | /paper-mode --mode draft |
| 3 review | /cross-review --rounds 3 |
| 4 revise | /paper-mode --mode revise |
| 5 format | /pubfig + format pass |
| 6 cite-verify | /citation-audit |
Output
paper/ 目录完整
.auto-production/paper_pipeline_log.json per-stage trace
Composition
- 前置:Stage 6 RESULTS gate 已过(results 锁定)
- 后置:FINAL gate 检查
cite_audit.json + cross_review converged