[{"data":1,"prerenderedAt":784},["ShallowReactive",2],{"page-/post/nezus/2026/07/anthropic-github":3,"pages-grouped-only":305,"surrounding-page":779},{"id":4,"title":5,"author":6,"body":7,"date":294,"description":13,"extension":295,"group":296,"lastmod":297,"meta":298,"navigation":299,"path":300,"rawbody":301,"seo":302,"showTitle":297,"sort":297,"stem":303,"tags":297,"versions":297,"__hash__":304},"content/post/nezus/2026/07/anthropic-github.md","Anthropic 花了一年打造的\"设计师灵魂\"，被一个 GitHub 仓库扒光了","storytelling",{"type":8,"value":9,"toc":283},"minimark",[10,14,22,29,35,40,47,50,57,63,67,70,75,82,88,91,94,99,103,109,128,131,138,145,149,152,158,164,170,173,184,189,193,196,207,213,216,220,231,236,239,246,252,256,259,265,271,274,279],[11,12,13],"p",{},"2026 年 4 月 17 日， Anthropic 发布了 Claude Design。",[11,15,16,17,21],{},"产品定位很明确：",[18,19,20],"strong",{},"正面硬刚 Figma 和 Canva ，杀进 600 亿美元的設計市场","。发布当天，演示视频里 Claude Opus 4.7 流畅地生成交互原型、做幻灯片、搭落地页——行云流水，像是一个资深设计师在你旁边干活。",[11,23,24,25,28],{},"但所有人都想知道一件事：",[18,26,27],{},"Claude 的「设计品味」到底藏在哪？"," 是模型本身学会了审美，还是背后有一套精心雕琢的\"操作手册\"？",[11,30,31,32],{},"三个月后，答案来了。",[18,33,34],{},"不是 Anthropic 主动公开的，而是被人逆向了出来。",[36,37,39],"h2",{"id":38},"那个-github-仓库揭开了-anthropic-捂了一年的底牌","那个 GitHub 仓库，揭开了 Anthropic 捂了一年的底牌",[11,41,42,43,46],{},"7 月初，一个叫 Trystan-SA 的开发者，在 GitHub 上扔出了一个仓库：",[18,44,45],{},"claude-design-system-prompt","。",[11,48,49],{},"MIT 协议开源。两天之内， 1000 多颗星， 116 个 fork。",[11,51,52,53,56],{},"打开一看：",[18,54,55],{},"20 章系统提示词， 14 个可调用技能","。从内容纪律到无障碍规范，从视觉节奏到交互状态——Claude Design 的完整\"大脑\"被摊在了桌面上。",[11,58,59,60,46],{},"这不是什么泛泛的\"你是一个设计师\"那种 prompt。这是一份",[18,61,62],{},"生产级的、经过 Anthropic 顶级模型反复校准的设计操作手册",[36,64,66],{"id":65},"ai-味儿太重这个-prompt-第一个干掉的就是你","\"AI 味儿太重？这个 prompt 第一个干掉的就是你\"",[11,68,69],{},"如果你用过 AI 做设计，你一定熟悉这种感觉——出来的东西总有一种说不出的\"味\"。",[11,71,72],{},[18,73,74],{},"渐变得太猛。emoji 当标点用。左边框加圆角卡片。所有字体都是 Inter。",[11,76,77,78,81],{},"这套 prompt 专门有一个技能叫 ",[18,79,80],{},"ai-slop-check","（ AI 垃圾检测），专门识别上面这些套路。系统提示词里写得明明白白：",[83,84,85],"blockquote",{},[11,86,87],{},"每个视觉元素必须有存在理由。不用 emoji 装饰。不搞无意义的渐变。不用那些看起来像同一套 SaaS 模板的配色方案。",[11,89,90],{},"更狠的是，这套 prompt 不光告诉你\"别做什么\"，还告诉你**\"怎么做才对\"**。",[11,92,93],{},"它要求模型必须使用原生 CSS Grid 而不是 Flexbox 凑合，必须用 oklch() 色域而不是拍脑袋选色，必须处理 hover / active / disabled / focus / loading 五种交互状态——缺一个都不行。",[11,95,96],{},[18,97,98],{},"不是\"做一个好看的页面\"，而是\"像一个真正的设计师一样工作\"。",[36,100,102],{"id":101},"_20-章手册里藏着-anthropic-对好设计的全部理解","20 章手册里，藏着 Anthropic 对\"好设计\"的全部理解",[11,104,105,106,46],{},"仔细读这 20 章，你会发现它根本不是一份 prompt ，而是一本压缩版的",[18,107,108],{},"设计方法论教材",[11,110,111,112,115,116,119,120,123,124,127],{},"第 5 章讲内容原则：",[18,113,114],{},"没有填充物，每个元素都必须有存在理由","。第 6 章讲美学原则：",[18,117,118],{},"先确定调色板和质感方向，再做设计，别边做边改","。第 9 章讲色彩系统：",[18,121,122],{},"从品牌颜色出发，用 oklch 延伸调色板，别凭空发明颜色","。第 10 章讲无障碍：",[18,125,126],{},"WCAG 合规、语义化 HTML、键盘导航、焦点环、动效偏好","——不是可选项，是硬要求。",[11,129,130],{},"最让我觉得有意思的是第 3 章，标题就叫\"先提问\"。",[11,132,133,134,137],{},"别的大模型收到\"帮我做个官网\"直接开干，这台机器接到任务后的第一反应是：",[18,135,136],{},"你的用户是谁？什么场景下使用？有没有现成的设计系统？"," 问不清楚不干活。",[11,139,140,141,144],{},"这叫",[18,142,143],{},"设计思维","，不是生成思维。",[36,146,148],{"id":147},"_14-个技能从问需求一直管到最后再检查一遍","14 个技能，从\"问需求\"一直管到\"最后再检查一遍\"",[11,150,151],{},"这 14 个技能分成三组：",[11,153,154,157],{},[18,155,156],{},"生产组","（ 7 个）： discovery-questions （问需求）→ frontend-aesthetic-direction （定美学方向）→ wireframe （线框图）→ make-a-deck / make-a-prototype / make-tweakable / generate-variations （产出各种格式）。",[11,159,160,163],{},[18,161,162],{},"系统组","（ 2 个）： design-system-extract （从已有品牌提取设计 token ）和 component-extract （盘点可复用组件）。",[11,165,166,169],{},[18,167,168],{},"审查组","（ 5 个）： accessibility-audit （无障碍审计）、ai-slop-check （ AI 味排查）、hierarchy-rhythm-review （层级与节奏审查）、interaction-states-pass （交互状态检查）、polish-pass （最后的打磨通查）。",[11,171,172],{},"一个典型的绿色项目流程是这样的：",[174,175,180],"pre",{"className":176,"code":178,"language":179},[177],"language-text","discovery-questions → frontend-aesthetic-direction → wireframe → make-a-prototype → polish-pass\n","text",[181,182,178],"code",{"__ignoreMap":183},"",[11,185,186],{},[18,187,188],{},"从问需求到最终打磨， 5 步走完。每一步都有明确的\"为什么做\"和\"做到什么程度算过\"。",[36,190,192],{"id":191},"一个小决定自己做的条款暴露了-anthropic-对效率的执念","一个\"小决定自己做\"的条款，暴露了 Anthropic 对效率的执念",[11,194,195],{},"这套 prompt 里有一个很特别的设计。",[11,197,198,199,202,203,206],{},"它明确区分了两类决策：",[18,200,201],{},"影响核心内容、无障碍或品牌规则的大决策","，必须等用户确认；",[18,204,205],{},"不影响上述内容的微决策","——比如调整次要按钮的间距来维持视觉节奏——模型可以自己做，做完记一笔就行。",[11,208,209,210,46],{},"这个条款的价值在于：",[18,211,212],{},"减少设计过程中的来回拉扯",[11,214,215],{},"如果你跟 AI 做过设计协作，你一定经历过那种\"调整 20 次才能对\"的折磨。Anthropic 用一句话解决了这个问题：该问的问，不该问的别问。",[36,217,219],{"id":218},"同时支持-claude-和-codex-说明这事的野心远不止逆向这么简单","同时支持 Claude 和 Codex ，说明这事的野心远不止\"逆向\"这么简单",[11,221,222,223,226,227,230],{},"仓库里有两个版本：",[181,224,225],{},"claude/"," 给 Claude Code 和 Claude.ai 用，",[181,228,229],{},"codex/"," 给 OpenAI Codex 用。",[11,232,233],{},[18,234,235],{},"同一个设计哲学，两套执行引擎。",[11,237,238],{},"Codex 版本因为不支持子代理，把并行审查改成了顺序执行。但 20 章核心 prompt 一个字没改， 14 个技能全量搬运。",[11,240,241,242,245],{},"这意味着什么？",[18,243,244],{},"这套 prompt 经过抽象之后，是一套\"模型无关\"的设计方法论。"," 不管底层是 Claude 还是 GPT ，只要注入这套操作系统，输出质量都会向 Anthropic 的设计标准靠拢。",[11,247,248,249,46],{},"对 Anthropic 来说，这既是好事也是坏事：好事是证明了他们的设计方法论有普适价值；坏事是——",[18,250,251],{},"这个壁垒被拆了",[36,253,255],{"id":254},"anthropic-没说话但-1k-星标和-116-个-fork-已经替他们说了","Anthropic 没说话。但 1k+ 星标和 116 个 fork 已经替他们说了",[11,257,258],{},"截至目前， Anthropic 没有对这个仓库发表任何官方评论。",[11,260,261,262,46],{},"但社区的反应说明了一切。Hacker News 上有人质疑\"这真不是让 Claude 自己给自己写了个 prompt 吗\"，但更多人关注的是这套 prompt 的",[18,263,264],{},"工程深度",[11,266,267,268],{},"20 章，不是拍脑袋写的。14 个技能，每个都是经过反复试错收敛出来的。",[18,269,270],{},"系统提示词工程做到这个程度，本身就是一种竞争力。",[11,272,273],{},"问题是，现在它开源了。MIT 协议，随便用，随便改，随便商用。",[11,275,276],{},[18,277,278],{},"那些正在自研设计类 AI 产品的团队，拿到了 Anthropic 花了一年打磨的\"灵魂\"。",[36,280,282],{"id":281},"封面高亮关键词-claude-design-逆向工程-系统提示词","封面高亮关键词: Claude Design, 逆向工程, 系统提示词",{"title":183,"searchDepth":284,"depth":284,"links":285},2,[286,287,288,289,290,291,292,293],{"id":38,"depth":284,"text":39},{"id":65,"depth":284,"text":66},{"id":101,"depth":284,"text":102},{"id":147,"depth":284,"text":148},{"id":191,"depth":284,"text":192},{"id":218,"depth":284,"text":219},{"id":254,"depth":284,"text":255},{"id":281,"depth":284,"text":282},"2026-07-08T00:00:00.000Z","md","#202607AI资讯",null,{},true,"/post/nezus/2026/07/anthropic-github","---\ntitle: \"Anthropic 花了一年打造的\\\"设计师灵魂\\\"，被一个 GitHub 仓库扒光了\"\ndate: 2026-07-08\ngroup: \"#202607AI资讯\"\ndescription: \"2026 年 4 月 17 日， Anthropic 发布了 Claude Design。\"\nauthor: storytelling\n---\n\n\n2026 年 4 月 17 日， Anthropic 发布了 Claude Design。\n\n产品定位很明确：**正面硬刚 Figma 和 Canva ，杀进 600 亿美元的設計市场**。发布当天，演示视频里 Claude Opus 4.7 流畅地生成交互原型、做幻灯片、搭落地页——行云流水，像是一个资深设计师在你旁边干活。\n\n但所有人都想知道一件事：**Claude 的「设计品味」到底藏在哪？** 是模型本身学会了审美，还是背后有一套精心雕琢的\"操作手册\"？\n\n三个月后，答案来了。**不是 Anthropic 主动公开的，而是被人逆向了出来。**\n\n## 那个 GitHub 仓库，揭开了 Anthropic 捂了一年的底牌\n\n7 月初，一个叫 Trystan-SA 的开发者，在 GitHub 上扔出了一个仓库：**claude-design-system-prompt**。\n\nMIT 协议开源。两天之内， 1000 多颗星， 116 个 fork。\n\n打开一看：**20 章系统提示词， 14 个可调用技能**。从内容纪律到无障碍规范，从视觉节奏到交互状态——Claude Design 的完整\"大脑\"被摊在了桌面上。\n\n这不是什么泛泛的\"你是一个设计师\"那种 prompt。这是一份**生产级的、经过 Anthropic 顶级模型反复校准的设计操作手册**。\n\n## \"AI 味儿太重？这个 prompt 第一个干掉的就是你\"\n\n如果你用过 AI 做设计，你一定熟悉这种感觉——出来的东西总有一种说不出的\"味\"。\n\n**渐变得太猛。emoji 当标点用。左边框加圆角卡片。所有字体都是 Inter。**\n\n这套 prompt 专门有一个技能叫 **ai-slop-check**（ AI 垃圾检测），专门识别上面这些套路。系统提示词里写得明明白白：\n\n> 每个视觉元素必须有存在理由。不用 emoji 装饰。不搞无意义的渐变。不用那些看起来像同一套 SaaS 模板的配色方案。\n\n更狠的是，这套 prompt 不光告诉你\"别做什么\"，还告诉你**\"怎么做才对\"**。\n\n它要求模型必须使用原生 CSS Grid 而不是 Flexbox 凑合，必须用 oklch() 色域而不是拍脑袋选色，必须处理 hover / active / disabled / focus / loading 五种交互状态——缺一个都不行。\n\n**不是\"做一个好看的页面\"，而是\"像一个真正的设计师一样工作\"。**\n\n## 20 章手册里，藏着 Anthropic 对\"好设计\"的全部理解\n\n仔细读这 20 章，你会发现它根本不是一份 prompt ，而是一本压缩版的**设计方法论教材**。\n\n第 5 章讲内容原则：**没有填充物，每个元素都必须有存在理由**。第 6 章讲美学原则：**先确定调色板和质感方向，再做设计，别边做边改**。第 9 章讲色彩系统：**从品牌颜色出发，用 oklch 延伸调色板，别凭空发明颜色**。第 10 章讲无障碍：**WCAG 合规、语义化 HTML、键盘导航、焦点环、动效偏好**——不是可选项，是硬要求。\n\n最让我觉得有意思的是第 3 章，标题就叫\"先提问\"。\n\n别的大模型收到\"帮我做个官网\"直接开干，这台机器接到任务后的第一反应是：**你的用户是谁？什么场景下使用？有没有现成的设计系统？** 问不清楚不干活。\n\n这叫**设计思维**，不是生成思维。\n\n## 14 个技能，从\"问需求\"一直管到\"最后再检查一遍\"\n\n这 14 个技能分成三组：\n\n**生产组**（ 7 个）： discovery-questions （问需求）→ frontend-aesthetic-direction （定美学方向）→ wireframe （线框图）→ make-a-deck / make-a-prototype / make-tweakable / generate-variations （产出各种格式）。\n\n**系统组**（ 2 个）： design-system-extract （从已有品牌提取设计 token ）和 component-extract （盘点可复用组件）。\n\n**审查组**（ 5 个）： accessibility-audit （无障碍审计）、ai-slop-check （ AI 味排查）、hierarchy-rhythm-review （层级与节奏审查）、interaction-states-pass （交互状态检查）、polish-pass （最后的打磨通查）。\n\n一个典型的绿色项目流程是这样的：\n\n```\ndiscovery-questions → frontend-aesthetic-direction → wireframe → make-a-prototype → polish-pass\n```\n\n**从问需求到最终打磨， 5 步走完。每一步都有明确的\"为什么做\"和\"做到什么程度算过\"。**\n\n## 一个\"小决定自己做\"的条款，暴露了 Anthropic 对效率的执念\n\n这套 prompt 里有一个很特别的设计。\n\n它明确区分了两类决策：**影响核心内容、无障碍或品牌规则的大决策**，必须等用户确认；**不影响上述内容的微决策**——比如调整次要按钮的间距来维持视觉节奏——模型可以自己做，做完记一笔就行。\n\n这个条款的价值在于：**减少设计过程中的来回拉扯**。\n\n如果你跟 AI 做过设计协作，你一定经历过那种\"调整 20 次才能对\"的折磨。Anthropic 用一句话解决了这个问题：该问的问，不该问的别问。\n\n## 同时支持 Claude 和 Codex ，说明这事的野心远不止\"逆向\"这么简单\n\n仓库里有两个版本：`claude/` 给 Claude Code 和 Claude.ai 用，`codex/` 给 OpenAI Codex 用。\n\n**同一个设计哲学，两套执行引擎。**\n\nCodex 版本因为不支持子代理，把并行审查改成了顺序执行。但 20 章核心 prompt 一个字没改， 14 个技能全量搬运。\n\n这意味着什么？**这套 prompt 经过抽象之后，是一套\"模型无关\"的设计方法论。** 不管底层是 Claude 还是 GPT ，只要注入这套操作系统，输出质量都会向 Anthropic 的设计标准靠拢。\n\n对 Anthropic 来说，这既是好事也是坏事：好事是证明了他们的设计方法论有普适价值；坏事是——**这个壁垒被拆了**。\n\n## Anthropic 没说话。但 1k+ 星标和 116 个 fork 已经替他们说了\n\n截至目前， Anthropic 没有对这个仓库发表任何官方评论。\n\n但社区的反应说明了一切。Hacker News 上有人质疑\"这真不是让 Claude 自己给自己写了个 prompt 吗\"，但更多人关注的是这套 prompt 的**工程深度**。\n\n20 章，不是拍脑袋写的。14 个技能，每个都是经过反复试错收敛出来的。**系统提示词工程做到这个程度，本身就是一种竞争力。**\n\n问题是，现在它开源了。MIT 协议，随便用，随便改，随便商用。\n\n**那些正在自研设计类 AI 产品的团队，拿到了 Anthropic 花了一年打磨的\"灵魂\"。**\n\n## 封面高亮关键词: Claude Design, 逆向工程, 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