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论文 · 写作流程与纪律

论文写作的全套纪律：bootstrap / plan / write / claim audit / rebuttal / submission audit。

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Other categories文档与办公格式（Anthropic 官方）设计与图形（Anthropic 官方）开发与扩展（Anthropic 官方）流程纪律（obra/superpowers）Obsidian 笔记（kepano/obsidian-skills）找 skill / 装 skillUI / 设计（社区高分）论文 · 数据分析论文 · 文档处理论文 · 图表绘制论文 · 文献综述论文 · 演讲与海报论文 · 语言润色
01

academic-researcher

Chanw-research/claude-code-paper-writing

Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across disciplines.

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02

conference-paper-writing

Chanw-research/claude-code-paper-writing

Use when writing or revising ML or AI conference papers for venues such as NeurIPS, ICML, ICLR, ACL, AAAI, or COLM, especially when the workflow is conference-first rather than Nature-style journal-first.

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03

idea-creator

Chanw-research/claude-code-paper-writing

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.

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04

idea-discovery

Chanw-research/claude-code-paper-writing

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.

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05

nature-portfolio-playbook

Chanw-research/claude-code-paper-writing

Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, article-type framing, and policy-aware pre-submission checks.

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06

paper-analyzer

Chanw-research/claude-code-paper-writing

Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related work.

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07

paper-backup-before-word

Chanw-research/claude-code-paper-writing

在编辑任何 .docx / Word 文件之前，必须先用 cp 创建带时间戳的备份副本， 并优先评估"用 markitdown 转 LaTeX 后再改"是否更安全； 只有在确认必须直接编辑 .docx 时才动手，且改完后必须提醒用户先打开 Word 验证完整性。 Use when 用户请求修改、润色、改写、重排任何 .docx 文件、 或调用 /docx skill、或 Edit/Write 操作目标是 .docx 文件时。

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08

paper-bootstrap

Chanw-research/claude-code-paper-writing

Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project memory, and venue defaults before deeper writing begins.

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09

paper-claim-audit

Chanw-research/claude-code-paper-writing

Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says "审查论文数据", "check paper claims", "verify numbers", "论文数字核对", or before submission to ensure paper-to-evidence fidelity.

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10

paper-claude-md-bootstrap

Chanw-research/claude-code-paper-writing

开始任何新的论文写作项目时（新建项目目录、第一次开会话、还没有 CLAUDE.md 文件）， 在写任何论文内容、改任何文件之前，必须先帮用户建一份项目级 CLAUDE.md， 把研究主题、投稿目标、术语保护清单、文件结构、写作风格、导师偏好这六项写清楚。 Use when 用户说"开始写新论文"、"新开一个项目"、"帮我写第 X 章"且项目目录里没有 CLAUDE.md 时。

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11

paper-compile

Chanw-research/claude-code-paper-writing

Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

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12

paper-confirm-before-doing

Chanw-research/claude-code-paper-writing

论文写作中遇到任何模糊指令（改、整理、润色、重写、找出、统一、清理、看看、处理一下…）， 在调用任何写文件 / 编辑文件 / 批量操作工具之前，必须先用一段话向用户陈述 「我打算怎么做、改哪里、不改哪里」，并明确等待用户确认后再动手。 Use when 用户对论文 / 章节 / 段落 / 文献 / 图表 / 参考文献给出宽泛指令、 未指定具体范围或方法、未限定「只改 X 不改 Y」等边界。

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13

paper-logical-consistency

Chanw-research/claude-code-paper-writing

当用户改动论文里的核心声明（研究问题、核心论点、因果关系、边界条件、假设、关键结论、对已有研究的态度）时， 必须先扫描该声明在全文其他章节的出现位置，列出来让用户核对哪些需要联动修改，再开始动手。 本 Skill 抓的是「论证一致性」（语义级），不是「术语一致性」（机械级）——两者互不替代。 Use when 用户改了核心论点、研究问题、主要结论、方法边界、假设； 或要求重写涉及核心声明的段落；或在交付前要求"检查一下逻辑"。

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14

paper-one-session-one-task

Chanw-research/claude-code-paper-writing

当用户在一次对话里同时提出多个论文写作任务（"顺便也帮我..."、"另外..."、"还有..."）， 必须先把这些任务列出来让用户挑一个，拒绝在同一个会话里串行做完所有事。 Use when 用户的一条请求里出现两个以上独立的写作 / 修改 / 核查任务， 或在已经在做 A 任务时临时追加 B 任务。

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15

paper-parallel-audit

Chanw-research/claude-code-paper-writing

在执行 ≥ 30 条目的批量核查 / 批量修改任务（引用核查、术语一致性检查、格式统一、文献元数据补齐）时， 必须采用"派多个 Agent 并行 + 每个 Agent 输出 JSON + 主进程汇总落盘 + 分批断点续跑"的标准模式， 不得在主会话里串行单线程跑全量。 Use when 任务规模 ≥ 30，涉及对独立条目的同质操作（每个条目处理逻辑相同、之间无依赖）。

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16

paper-pilot-before-batch

Chanw-research/claude-code-paper-writing

在执行任何 ≥ 30 条目的批量任务（批量改文件、批量核查引用、批量重命名、批量格式统一）之前， 必须先在 3–5 个样本上跑一遍，把样本结果给用户看，确认逻辑正确后再推全量。 Use when 用户请求处理"全部"、"所有"、"批量"、"逐个"某类对象， 且对象数量 ≥ 30，或数量未知（"把整个目录的..."）。

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17

paper-plan

Chanw-research/claude-code-paper-writing

Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.

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18

paper-protect-terminology

Chanw-research/claude-code-paper-writing

在跨多文件批改、术语统一、整篇论文润色、章节重写等可能改动专业术语 / 缩写 / 人名 / 概念命名的操作之前， 必须先显式列出"保护术语清单"，让用户确认哪些词不得被同义替换或改写，再开始执行。 Use when 用户要求跨章节修改、批量替换、整篇润色、术语统一、规范化、 或对出现专业术语 / 缩写 / 模型名 / 算法名 / 自定义概念的段落做改写。

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19

paper-reviewer

Chanw-research/claude-code-paper-writing

Use when acting as a journal or grant reviewer and writing formal reviewer-side evaluations focused on methodology, statistics, reporting standards, reproducibility, and constructive feedback.

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20

paper-translate-advisor-feedback

Chanw-research/claude-code-paper-writing

当用户拿来导师的录音转写、便条、口头反馈、批注、邮件意见时， 禁止直接喂 AI 改文章；必须先把口语化 / 模糊 / 隐含的反馈翻译为 「位置 + 改什么 + 改成什么 + 标准 + 不动哪里」的可执行指令清单，让用户确认后再开始改。 Use when 用户提供导师反馈（录音、批注、便条、邮件、聊天截图、口述）， 并要求"按导师意见改一下"。

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21

paper-using-skills

Chanw-research/claude-code-paper-writing

《Claude Code 科研手记》论文写作纪律 skill 集的入口与强制触发器。 建立"1% 可能适用就必须调用"的硬规则，列出本系列各核心纪律 skill 的触发条件， 防止用户在赶论文 / 紧张 / 熟练之后跳过该有的检查动作。 Use when 开始任何科研写作场景：写论文、改论文、整理参考文献、 画图、整理导师反馈、跑批量任务、改 Word、提交前检查 等。

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22

paper-verify-before-handoff

Chanw-research/claude-code-paper-writing

在把任何成果交付给用户（"改完了"、"已完成"、"可以发给导师"、"可以提交"）之前， 必须运行一份硬检查清单：术语一致性、引用完整性、数据正确性、图表编号、 内部交叉引用、字数 / 格式合规、未完成 todo 残留、AIGC pattern（涉及文段改写时跑 chinese-de-aigc 五维自评）、 论证一致性（涉及核心声明改动时跑 paper-logical-consistency 复核）、 改动概要——任意一项 fail 都不能宣告完成。 Use when 你即将说「改完了 / 完成了 / 可以提交了 / 可以发给导师了」、 或用户问「是不是可以了」「还有什么要检查的吗」。

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23

paper-workflow

Chanw-research/claude-code-paper-writing

Use when deciding which paper-related skill to use or how to sequence manuscript work from project setup through submission and rebuttal.

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24

paper-write

Chanw-research/claude-code-paper-writing

Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

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25

paper-writing-discipline

Chanw-research/claude-code-paper-writing

当用户在科研写作过程中踩到一个本系列 paper-* skill 没覆盖的新坑、 并表示"以后...我都要这样做"、"下次记得..."、"这种情况要先..."、"加一条新规则"时， 帮用户把这条新规则按 4 个判断题筛过，合格则按本 skill 提供的模板提炼成一个新的 paper-* skill 落盘。 Use when 用户说"以后...都要..."、"下次记得..."、"这种情况要先..."、 "帮我把这个习惯固化下来"、"加一条新规则"。

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26

paper-writing

Chanw-research/claude-code-paper-writing

Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → figure-spec/paper-illustration/mermaid-diagram → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished PDF. At `— effort: max | beast` (or explicit `— assurance: submission`), Phase 6 gates the Final Report on `tools/verify_paper_audits.sh`; the PDF is labelled `submission-ready` only when the external verifier is green. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.

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27

rebuttal-response

Chanw-research/claude-code-paper-writing

Use when responding to journal or conference reviewer comments and you need a structured author response, aligned manuscript edits, and clear decisions about when to clarify, add evidence, concede, or respectfully disagree.

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28

rebuttal

Chanw-research/claude-code-paper-writing

Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.

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29

submission-audit

Chanw-research/claude-code-paper-writing

Use when a manuscript is close to submission or resubmission and you need a preflight audit for claim support, figure-panel coverage, legend sync, methods references, terminology stability, and venue-facing risks.

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