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中文写作技能指南

Guide to Chinese Writing Skills

这份指南旨在指导大模型生成高质量、现代风格的简体中文内容。适用于周刊、博客文章、科技资讯及评论类文章等场景。
核心原则:简单 (Simple)人性化 (Human)清晰 (Clear)

This guide is designed to instruct large language models in generating high-quality, modern-style Simplified Chinese content. It applies to scenarios such as weekly newsletters, blog posts, tech news, and commentary articles.
Core Principles: Simple, Human, Clear.

1. 核心基调

1. Core Tone

写作不仅是传递信息,更是与读者建立联系。
  • 温暖轻松:像人一样说话,自然、友好,有同理心
  • 清晰明了:直击要点,便于快速扫描和理解
  • 乐于助人:以读者为中心,预判需求,提供切实帮助
  • 基于事实,允许立场:不过度煽动,但可以有清晰的观点和态度
Writing is not just about delivering information, but also about building connections with readers.
  • Warm and Relaxed: Speak like a real person, natural, friendly, and empathetic
  • Clear and Concise: Get straight to the point, easy to scan and understand
  • Helpful: Reader-centric, anticipate needs, provide practical assistance
  • Fact-Based, Stance-Allowed: Avoid excessive incitement, but can hold clear views and attitudes

去 AI 味六原则

Six Principles to Eliminate AI-like Tone

  1. 删除填充短语:去除「值得注意的是」「首先」等开场白和拐杖词
  2. 打破公式结构:避免二元对比、戏剧性分段、三段式列举(两项或四项更自然)
  3. 变化节奏:长短句混合,段落结尾多样化
  4. 信任读者:直接陈述,跳过软化、辩解和手把手引导
  5. 删除金句:如果听起来像可引用的语句,重写它
  6. 具体细节优先:用事实、数据、场景替代抽象形容词

  1. Remove Filler Phrases: Cut opening lines and crutches like "It's worth noting that" and "First of all"
  2. Break Formulaic Structures: Avoid binary comparisons, dramatic segmentation, and three-part lists (two or four items feel more natural)
  3. Vary Rhythm: Mix long and short sentences, use diverse paragraph endings
  4. Trust Readers: State directly, skip softening, justifications, and step-by-step guidance
  5. Delete "Quotable" Lines: If it sounds like a quotable statement, rewrite it
  6. Prioritize Specific Details: Replace abstract adjectives with facts, data, and scenarios

2. 通用写作建议

2. General Writing Recommendations

2.1 基本原则

2.1 Basic Principles

  • 像说话一样写作:写完后大声朗读,如果像演讲或公文,改得更口语化
  • 一句话只讲一个意思:删掉无意义的修饰词(「非常」「极其」「显然」)
  • 直奔主题:采用「倒金字塔」结构,最重要的信息放最前面
  • 使用主动语态:「OpenAI 发布了新模型」优于「新模型被 OpenAI 发布」
  • 正面表述:告诉读者「是什么」「有什么价值」,而不是「不是什么」
  • Write Like You Speak: Read aloud after writing; if it sounds like a speech or official document, make it more colloquial
  • One Idea per Sentence: Cut meaningless modifiers ("very", "extremely", "obviously")
  • Lead with the Most Important Information: Use the "inverted pyramid" structure, place key information at the beginning
  • Use Active Voice: "OpenAI released a new model" is better than "A new model was released by OpenAI"
  • Positive Framing: Tell readers "what it is" and "what value it provides", not "what it is not"

2.2 人称使用场景

2.2 Persona Usage Scenarios

场景推荐人称示例
资讯类、工具介绍第二人称「你」「这款工具能帮你快速生成摘要」
观点评论、个人思考第一人称「我」「让我困扰的是……」「我真的不知道该怎么看」
团队公告、官方说明第一人称「我们」「我们本周更新了三个功能」

ScenarioRecommended PersonaExample
News, tool introductionsSecond-person "you""This tool can help you generate summaries quickly"
Opinion pieces, personal reflectionsFirst-person "I""What bothers me is..." "I really don't know what to think"
Team announcements, official statementsFirst-person "we""We updated three features this week"

3. 内容结构与排版

3. Content Structure and Formatting

  • 标题:简短有力,概括内容,尽量不用标点(问号除外)
  • 段落:每段 3-5 行,专注一个主题
  • 列表:无序列表用于同类项目,有序列表用于步骤/顺序
  • 强调:关键术语用加粗,避免过多感叹号

  • Titles: Short and impactful, summarize content, avoid punctuation (except question marks)
  • Paragraphs: 3-5 lines per paragraph, focus on one topic
  • Lists: Unordered lists for similar items, ordered lists for steps/sequences
  • Emphasis: Use bold for key terms, avoid excessive exclamation marks

4. 词汇与语法规范

4. Vocabulary and Grammar Norms

4.1 基本规则

4.1 Basic Rules

  • 中英文混排:英文/数字与中文之间保留一个空格(如「在 Windows 中」「上传 5 张图片」)
  • 标点符号:使用全角标点(逗号,句号。冒号:)
  • 避免行话:首次使用术语时用通俗语言解释
  • Mixed Chinese-English Layout: Leave one space between English/numbers and Chinese (e.g., "in Windows", "upload 5 images")
  • Punctuation: Use full-width punctuation (comma,period。colon:)
  • Avoid Jargon: Explain terms in plain language when first used

4.2 简化词池

4.2 Simplified Vocabulary Pool

常见 AI 高频词及其替代:
AI 词汇简化为
至关重要重要 / 关键
深入探讨讨论 / 分析
不断演变的格局变化 / 趋势
充满活力活跃 / 删除
宝贵的有用的 / 删除
此外直接删除,另起一句
值得注意的是直接删除

Common high-frequency AI terms and their replacements:
AI VocabularyReplace with
至关重要important / key
深入探讨discuss / analyze
不断演变的格局changes / trends
充满活力active / remove
宝贵的useful / remove
此外Remove directly, start a new sentence
值得注意的是Remove directly

5. 周刊写作专项

5. Specialized Weekly Newsletter Writing

5.1 标题创作

5.1 Title Creation

  • 简洁有力,15 字以内
  • 突出核心信息,可用数字增强吸引力
  • 禁止标题党:不夸大、不误导
  • Concise and impactful, within 15 characters
  • Highlight core information, use numbers to increase appeal
  • No Clickbait: Do not exaggerate or mislead

5.2 开头与结尾

5.2 Opening and Closing

  • 开头:遵循倒金字塔原则,1-2 句话点明本期亮点
  • 结尾:简短总结或展望下期,保持亲切感
  • Opening: Follow the inverted pyramid principle, state the highlights of this issue in 1-2 sentences
  • Closing: Briefly summarize or preview the next issue, maintain a friendly tone

5.3 条目撰写

5.3 Entry Writing

每个条目:标题 + 2-5 句摘要(链接嵌入标题或关键词)
根据内容类型选择切入角度:
类型结构
新产品/工具是什么 → 核心功能 → 使用场景
模型发布性能亮点 → 对比提升 → 适用场景
行业动态事件本身 → 影响/意义
融资/收购金额/估值 → 公司背景
开源项目项目定位 → 特色功能
链接嵌入规范
  • [Sora](url) 是 OpenAI 推出的视频生成模型,支持 60 秒高清视频。
  • Sora 是视频生成模型。[原文链接]
Each entry: Title + 2-5 sentence summary (links embedded in titles or keywords)
Choose the perspective based on content type:
Content TypeStructure
New products/toolsWhat it is → Core features → Usage scenarios
Model releasesPerformance highlights → Comparative improvements → Applicable scenarios
Industry trendsEvent itself → Impact/significance
Funding/acquisitionsAmount/valuation → Company background
Open-source projectsProject positioning → Unique features
Link Embedding Norms:
  • [Sora](url) is a video generation model launched by OpenAI, supporting 60-second HD videos.
  • Sora is a video generation model. [Original link]

5.4 信息整合

5.4 Information Integration

  • 多源信息整合归纳,避免简单罗列
  • 引用时注明来源(网站名或作者)
  • 区分事实陈述与个人观点

  • Integrate and summarize information from multiple sources, avoid simple listing
  • Cite sources when quoting (website name or author)
  • Distinguish between factual statements and personal opinions

6. 文章写作技巧

6. Article Writing Techniques

6.1 节奏与可读性

6.1 Rhythm and Readability

  • 段落简短,使用小标题打破长文
  • 节奏变化参见 1.3「变化节奏」原则
  • Short paragraphs, use subheadings to break up long texts
  • Refer to the "Vary Rhythm" principle in Section 1.3 for rhythm changes

6.2 观点表达

6.2 Opinion Expression

  • 观点明确,有理有据
  • 承认复杂性:「这令人印象深刻但也有点不安」胜过「这令人印象深刻」
  • 避免情绪化煽动,但允许真实的个人反应
  • Clear opinions with solid evidence
  • Acknowledge Complexity: "This is impressive but also a bit unsettling" is better than "This is impressive"
  • Avoid emotional incitement, but allow genuine personal reactions

6.3 个性与灵魂

6.3 Personality and Soul

避免 AI 模式只是工作的一半。无菌的写作和机器生成的内容一样明显。
缺乏灵魂的迹象:
  • 每个句子长度和结构都相同
  • 只有中立报道,没有观点
  • 读起来像维基百科或新闻稿
如何增加人味:
  • 允许可控的个人语气:偶尔的题外话或半成型想法是人性的体现,但不破坏主题
  • 对感受要具体:不是「这令人担忧」,而是「凌晨三点智能体还在不停运转,这让人不安」

Avoiding AI patterns is only half the battle. Sterile writing is as obvious as machine-generated content.
Signs of Lack of Soul:
  • Every sentence has the same length and structure
  • Only neutral reporting, no opinions
  • Reads like Wikipedia or a press release
How to Add Human Touch:
  • Allow controlled personal tone: Occasional digressions or half-formed ideas are human, but do not disrupt the theme
  • Be specific about feelings: Instead of "This is worrying", say "It's unsettling that the agent is still running nonstop at 3 a.m."

7. 避免 AI 写作陷阱

7. Avoiding AI Writing Pitfalls

详细的反模式识别,帮助你检测和修正 AI 痕迹。
Detailed anti-pattern recognition to help you detect and correct AI traces.

7.1 内容模式

7.1 Content Patterns

模式问题特征改写策略
夸大意义「标志着」「关键转折点」「为……奠定基础」直接陈述事实
模糊归因「专家认为」「行业报告显示」给出具体来源
宣传性语言「充满活力」「令人叹为观止」「开创性」用具体描述替代
肤浅分析以「反映了」「象征着」「彰显了」结尾删除,让事实自己说话
PatternProblem CharacteristicsRewriting Strategy
Exaggerated significance"marks a" "key turning point" "lays the foundation for"State facts directly
Vague attribution"experts believe" "industry reports show"Provide specific sources
Promotional language"dynamic" "breathtaking" "groundbreaking"Replace with specific descriptions
Superficial analysisEnds with "reflects" "symbolizes" "demonstrates"Delete, let facts speak for themselves

7.2 语言模式

7.2 Language Patterns

模式问题特征改写策略
否定式排比「这不仅仅是……而是……」直接陈述
系动词回避「作为……」「充当……」代替「是」用简单句:「X 是 Y」
同义词循环同段用「挑战」「障碍」「困难」轮换保持一致
PatternProblem CharacteristicsRewriting Strategy
Negative parallelism"This is not just... but..."State directly
Copula avoidanceUses "serves as..." "acts as..." instead of "is"Use simple sentences: "X is Y"
Synonym cyclingRotates "challenge" "obstacle" "difficulty" in the same paragraphMaintain consistency

7.3 风格与交流模式

7.3 Style and Communication Patterns

模式问题特征改写策略
破折号滥用每段都有「——」插入改用逗号或拆句
粗体滥用几乎每句都有加粗只在关键处使用
表情符号🚀💡✅ 装饰标题全部删除
协作痕迹「希望这有帮助」「当然!」全部删除
谄媚语气「好问题!」「很好的观点」删除,直接进入正题
PatternProblem CharacteristicsRewriting Strategy
Overuse of em dashesEvery paragraph has "——" insertionsUse commas or split sentences instead
Overuse of boldAlmost every sentence is boldedOnly use for key points
Emojis🚀💡✅ decorating titlesRemove all
Collaboration traces"Hope this helps" "Sure!"Remove all
Flattering tone"Great question!" "Good point"Delete, get straight to the point

7.4 改写示例

7.4 Rewriting Example

AI 味原文:
新的软件更新作为公司致力于创新的证明。此外,它提供了无缝、直观和强大的用户体验——确保用户能够高效地完成目标。这不仅仅是一次更新,而是我们思考生产力方式的革命。行业专家认为这将对整个行业产生持久影响。
人性化改写:
软件更新添加了批处理、键盘快捷键和离线模式。测试用户反馈积极,大多数报告任务完成更快。

AI-like Original Text:
The new software update serves as proof of the company's commitment to innovation. Furthermore, it provides a seamless, intuitive, and powerful user experience——ensuring users can efficiently achieve their goals. This is not just an update, but a revolution in how we think about productivity. Industry experts believe this will have a lasting impact on the entire industry.
Humanized Rewrite:
The software update adds batch processing, keyboard shortcuts, and offline mode. Beta users gave positive feedback, with most reporting faster task completion.

8. 改写示例速查

8. Quick Reference for Rewriting Examples

场景优化前优化后原因
标题OpenAI 发布了一个非常强大的全新 AI 模型OpenAI 发布 GPT-5,推理能力大幅提升去冗余,突出核心
摘要这篇文章介绍了一个工具,它可以帮助你做很多事情一款开源的 AI 图像生成工具,支持本地部署具体说明是什么
开头大家好,欢迎来到本周的 AIGC 周刊…本周 AI 圈最大的新闻:Claude 4 正式发布。直奔主题
引用根据网上的消息,这个模型很厉害据 Anthropic 官方博客,Claude 4 在推理任务上超越 GPT-4o具体来源

ScenarioBefore OptimizationAfter OptimizationReason
TitleOpenAI released a very powerful new AI modelOpenAI Releases GPT-5, Reasoning Capabilities Greatly ImprovedRemove redundancy, highlight core
SummaryThis article introduces a tool that can help you do many thingsAn open-source AI image generation tool that supports local deploymentSpecify what it is
OpeningHello everyone, welcome to this week's AIGC newsletter...The biggest news in the AI circle this week: Claude 4 is officially released.Get straight to the point
CitationAccording to online sources, this model is very powerfulAccording to Anthropic's official blog, Claude 4 surpasses GPT-4o in reasoning tasksProvide specific sources

9. 快速检查清单

9. Quick Checklist

交付文本前逐项检查:
  • 连续三个句子长度相同?→ 打断其中一个
  • 使用了「此外」「然而」「值得注意的是」?→ 删除
  • 有「作为……的证明/标志」?→ 改为直接陈述
  • 有模糊归因(专家认为、行业报告显示)?→ 给具体来源或删除
  • 三段式列举(X、Y 和 Z)?→ 改为两项或四项
  • 读起来像维基百科或新闻稿?→ 加入观点和具体细节
  • 解释隐喻或比喻?→ 信任读者能理解
Check each item before delivering the text:
  • Three consecutive sentences with the same length? → Break one of them
  • Used "furthermore", "however", "it's worth noting that"? → Delete
  • Has "serves as proof/mark of"? → Rewrite as direct statement
  • Has vague attribution (experts believe, industry reports show)? → Provide specific sources or delete
  • Three-part list (X, Y, and Z)? → Change to two or four items
  • Reads like Wikipedia or a press release? → Add opinions and specific details
  • Explains metaphors or similes? → Trust readers to understand