你花了10年积累的经验可以装进AI里吗？

{"type":"doc","content":[{"type":"heading","attrs":{"id":"43737783-e00f-4832-9c06-d90ce279d8e4","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"前言"}]},{"type":"paragraph","attrs":{"id":"de37705f-4003-4f9e-91ad-4ce1d5c8c147","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"我最近干了一件事——把自己的工作经验，打包进了AI里。"}]},{"type":"paragraph","attrs":{"id":"a3be935d-d209-45b6-8a0f-9df1e30fac1b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"不是丢进知识库、不是写进系统提示词，而是封装成一个真正可以复用、可以分享、可以随时调出来的"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"技能模块"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"1784a7e8-28e8-4d93-b8bb-ff009e69fcae","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"想要写文章的时候，我说了一句话："帮我写一篇主题为XXX的公众号文章"。AI直接开干，生成正文、标题、配图。"}]},{"type":"image","attrs":{"id":"d4b74f1d-dd41-4d89-9e17-91f3f4c7c16c","src":"https://developer.qcloudimg.com/http-save/audit-10086078/72d49b41d009ade960f8e01c8a73f027.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":744,"aspectRatio":"0.840678","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"3d91a724-d477-4b15-b699-47e1476a96b3","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"56ba2591-c0fd-47cd-b4ec-382146618be3","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"这背后的工具，叫WorkBuddy的Skill（技能）系统。"}]},{"type":"image","attrs":{"id":"c5cc8d4d-834c-4ff7-af86-ff26b458b62b","src":"https://developer.qcloudimg.com/http-save/audit-10086078/ced7ce4373b4f7782a167c2bd63a1523.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":866,"aspectRatio":"1.061275","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"6e151cce-60f9-4d71-ae0d-dc60e5b89cf9","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"AI每次都要重新教，累不累？"}]},{"type":"paragraph","attrs":{"id":"0466d71c-456b-458b-9737-6315b56723a2","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"用过AI的人，大概都踩过这个坑。"}]},{"type":"paragraph","attrs":{"id":"82cf60f4-ca1f-4e0c-9993-96f862a35fe7","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"你跟AI说：帮我做一份竞品分析，按我的格式来。AI问：什么格式？你解释了10分钟，输出出来，还是差点意思。下次又来一遍，又解释一遍。"}]},{"type":"paragraph","attrs":{"id":"7831d9b9-feb2-458f-907c-93f42d915fb4","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"或者你是团队里的"AI使用达人"，你知道怎么提示词写得精准、怎么让AI输出不废话、怎么让它按你的行业规范来——但这些知识，全在你脑子里，没法分给其他人。"}]},{"type":"paragraph","attrs":{"id":"792dea8a-bdf8-4d7e-8a63-b8c851c50b14","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"AI有能力，但没有你的"场景记忆"。"}]},{"type":"paragraph","attrs":{"id":"fe050375-6b3c-47f0-8618-7c59c8dfadbb","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"每次对话，都是白板状态。它不知道你们公司的文档规范是什么，不知道你行业的术语体系，不知道你要输出的格式。你的专业积累，AI完全接不住。"}]},{"type":"paragraph","attrs":{"id":"fe3b16da-fbf7-4f72-8389-2f3630683300","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"这就是WorkBuddy Skill要解决的核心问题："},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"把"你每次都要重新告诉AI"的东西，永久沉淀下来。"}]},{"type":"image","attrs":{"id":"56056db6-abdd-4858-bd47-4bea422cb5fb","src":"https://developer.qcloudimg.com/http-save/audit-10086078/9bc8fb9ed0c6b0fb67c2dd79263909f8.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":984,"aspectRatio":"1.853107","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"0f2a89f0-f04d-4978-92f7-b39c3d8b4a3d","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"Skill是什么？一份AI读的"岗位说明书""}]},{"type":"paragraph","attrs":{"id":"04e3b555-f4f1-4e8d-ae58-b7f903601d98","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"Skill的本质，是一个Markdown文件，叫SKILL.md。"}]},{"type":"paragraph","attrs":{"id":"53f83f85-4f72-46e3-bf29-d9d3a973d36f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"你在里面写：这个AI的角色是什么，面对什么触发词应该做什么，按什么流程输出，有哪些行业规范和注意事项。写完放进指定目录，下次对话AI自动加载，行为就被你固化了。"}]},{"type":"paragraph","attrs":{"id":"7d6a257e-921d-49ea-8ce2-ed3ceff51d1b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"听起来很像系统提示词（System Prompt）？是的，但不一样。"}]},{"type":"paragraph","attrs":{"id":"111872e0-7c0c-484c-ad52-92d178f870cc","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"系统提示词是全局生效的，一套适用于所有场景。Skill是"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"按需触发"},{"type":"text","text":"的——用到相关任务时才加载，不污染其他场景的上下文。你可以同时装几十个Skill，AI会在对的时候自动召唤对的那一个。"}]},{"type":"paragraph","attrs":{"id":"eee43ba4-376a-41ea-86d3-89f3d82aef9e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"结构很简单："}]},{"type":"paragraph","attrs":{"id":"0c70762d-dd78-4b2a-bf7c-3bd613015843","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个完整的Skill目录包含三层。顶层是SKILL.md，这是唯一必填文件，里面写角色定义、工作流程、输出模板、触发词。旁边是scripts/目录，放Python等可执行脚本，AI可以直接调用。另一个是references/目录，放行业规范表、参考模板等静态知识，按需加载，不占上下文。"}]},{"type":"paragraph","attrs":{"id":"93083449-6d97-49a8-9f4d-6e10548ae33d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"最小可用的SKILL.md长什么样？举个例子："}]},{"type":"codeBlock","attrs":{"id":"69f1056b-dcc0-4a71-851b-b228d8d0d073","language":"javascript","theme":"atom-one-dark","runtimes":0,"isHoverDragHandle":false,"key":"","languageByAi":"javascript"},"content":[{"type":"text","text":"---nname: code-review-expertndescription: 专业后端代码审查。触发词：代码审查、Review、code review、审查PRn---nn# 角色n你是拥有10年经验的高级后端工程师，精通Go/Java/Python。nn# 工作流n1. 通读diff，理解变更意图n2. 检查安全性、性能、规范、可维护性n3. 输出格式：整体评分 问题清单 修复建议 代码补丁nn# 注意事项n- 必须考虑生产环境影响n- 拒绝模糊结论n"}]},{"type":"paragraph","attrs":{"id":"9b3dbc78-5b25-4148-8743-ca40facd5437","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"就这么多，已经能用了。说"帮我Review这段代码"，AI自动加载，按你定的标准来做，不废话。"}]},{"type":"image","attrs":{"id":"6dfacd84-3f85-4f2a-8f8c-fd76e439d794","src":"https://developer.qcloudimg.com/http-save/audit-10086078/e0b4f8358c92c786e85e037402c34903.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":621,"aspectRatio":"0.862500","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"c043450d-c27b-4dd4-a6da-81cf81cc3c3f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"695291fb-57aa-4b5b-baa8-8688187dc689","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"我自己最常用的Skill，是一个"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"公众号写作助手"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"9bb1a154-6b61-4c8b-98e3-c296cc8e4806","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"我写公众号有一套固定的排版规范：固定开头、小标题要红色斜体加粗、正文不能用有序列表、每段后面加配图占位符、固定结尾引导关注……这些规则琐碎但必须遵守，每次写完还要逐条对照检查。"}]},{"type":"paragraph","attrs":{"id":"bf563ef3-6a00-49df-8341-c12f18b875a1","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"封装成Skill之前，我每次写稿前都要把这套规范粘贴进对话。写长了忘写，AI就开始擅自用列表，或者忘记加配图占位。"}]},{"type":"paragraph","attrs":{"id":"e7fa6ef9-4741-4666-b332-819387ea4caf","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"现在，我在SKILL.md里把所有规范写清楚：触发词"公众号排版"、"wechat-article-writer"，写作结构要求，强制用的HTML样式代码，固定开头结尾的完整文本。"}]},{"type":"image","attrs":{"id":"723d1206-0afd-4854-b148-58b86ac68bf8","src":"https://developer.qcloudimg.com/http-save/audit-10086078/96f23dc2286b1df3e4c2a620e0054820.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":995,"aspectRatio":"1.118457","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"2ed7a62f-10e1-41da-8083-d5a4758e19ac","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"e2dd54bf-8193-467e-b7b8-3c693928e96d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"效果立竿见影。说一句话，AI直接按规范输出，不需要任何补充说明。而且因为规范全在文件里，下次我调整规则，只改SKILL.md，不用重新教AI。"}]},{"type":"paragraph","attrs":{"id":"c56b0c8d-a63c-4351-8e72-a81d72047e96","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"这套Skill我现在放在全局目录"},{"type":"text","marks":[{"type":"code"}],"text":"~/.workbuddy/skills/"},{"type":"text","text":"下，所有项目都能用，还分享给了团队。"}]},{"type":"image","attrs":{"id":"dd71c374-9a2a-4bc2-a8c2-daf75d95ea2f","src":"https://developer.qcloudimg.com/http-save/audit-10086078/606ef92b0657c3d095c9c487e328ca5e.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":957,"aspectRatio":"1.746350","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"ed65fb4c-aa26-47c8-b044-0b3f284fe619","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"架构师的决策框架，能装进去吗？"}]},{"type":"paragraph","attrs":{"id":"196a6bd0-05a5-4636-8302-ca41d52018b4","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"我做系统架构这行，有个深有体会的事：架构决策的频率极高，但验证决策的周期极长。"}]},{"type":"paragraph","attrs":{"id":"4df897c7-383f-4686-892d-801a8678ebac","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个技术选型——缓存用Redis还是本地，消息队列用Kafka还是RocketMQ，微服务拆不拆——你两小时做判断，要等上线半年才知道对不对。十年下来，做对了无数次，也踩过无数坑，最后沉淀出的是一套没法写成代码的"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"判断框架"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"a4b9e2ee-e148-4003-a67b-c29383dbd94f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"这些框架以前只在脑子里。开会时别人问"为什么选这个方案"，你能说出一套逻辑，但说不全。因为你靠的是直觉——大量案例压缩成的快速判断力。"}]},{"type":"paragraph","attrs":{"id":"b0bdee88-b44c-4d82-9841-c1cc18a2c61d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"封装成Skill之后，情况不同了。"}]},{"type":"paragraph","attrs":{"id":"2a866a10-a378-4419-8f54-876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,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"方法一：使用 "},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}}],"text":"skill-creator，辅助创建skills，把你想要制作的skills直接用文字描述出来，workbuddy自动为你生成skills"},{"type":"text","text":"​ "}]},{"type":"image","attrs":{"id":"67bb92dc-9ada-4283-b405-1f8aa7fc6bed","src":"https://developer.qcloudimg.com/http-save/audit-10086078/cfe8ec9a5ed3baf0f2545f6f749f0f7d.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":714,"aspectRatio":"3.661538","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"70fb9084-31c5-43d9-aab8-13d6cc3a9b42","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"方法二"},{"type":"text","marks":[{"type":"bold"}],"text":"："},{"type":"text","text":"手动创建"}]},{"type":"paragraph","attrs":{"id":"5e3ec008-55ef-44b2-acce-9cc745a820df","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"1.创建目录结构。"}]},{"type":"paragraph","attrs":{"id":"3e0b780a-204a-4739-854c-a7d654fcd731","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"在"},{"type":"text","marks":[{"type":"code"}],"text":"~/.workbuddy/skills/"},{"type":"text","text":"下新建一个文件夹，名字就是Skill名。里面新建SKILL.md。scripts/和references/按需创建，不是必须的。"}]},{"type":"paragraph","attrs":{"id":"5156b78c-2d22-448c-970e-1ad0dfdcc58b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"2.写SKILL.md。"}]},{"type":"paragraph","attrs":{"id":"465d5ec0-8eec-4556-bb9b-0d8d2786be8d","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"开头是YAML元数据，"},{"type":"text","marks":[{"type":"code"}],"text":"name"},{"type":"text","text":"是唯一标识，"},{"type":"text","marks":[{"type":"code"}],"text":"description"},{"type":"text","text":"是最重要的字段——AI就是靠这段文字来判断要不要调用这个Skill的，所以把触发词、能力描述、适用场景都写进去。"}]},{"type":"paragraph","attrs":{"id":"919e9b87-ff31-4dce-a3cd-6a831892f684","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"正文按你的需求写：角色定义、工作流程、输出格式、注意事项。写的时候记住一条原则："},{"type":"text","marks":[{"type":"bold"}],"text":"这是写给AI执行的指令，不是写给人看的文档，越具体越好。"}]},{"type":"paragraph","attrs":{"id":"6188cd8b-8980-4a36-9c0b-446a6b7d9ce2","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"第二步 触发测试。"}]},{"type":"paragraph","attrs":{"id":"29c4bb20-9c97-43b1-ba8e-5e1800ed1a6c","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"重新开始一次对话，说出你写在description里的触发词。观察AI有没有按你定义的流程来。第一次往往有偏差，回去改SKILL.md，迭代两三次就稳定了。"}]},{"type":"paragraph","attrs":{"id":"91c2d63b-b44d-467c-87d6-760c65fd9e2f","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"整个过程5分钟以内。"}]},{"type":"image","attrs":{"id":"1e736b13-c531-4a2f-8bad-f8a46ff92fcb","src":"https://developer.qcloudimg.com/http-save/audit-10086078/6b4b1f76d9dfc17a5c9a41ebb10da8d8.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":921,"aspectRatio":"2.379845","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"heading","attrs":{"id":"68beb402-ebad-4717-bb7e-431670891025","textAlign":"inherit","indent":0,"level":2,"isHoverDragHandle":false},"content":[{"type":"text","text":"从个人技能到团队知识资产"}]},{"type":"paragraph","attrs":{"id":"70c0cd9a-8b02-4987-ae34-d741d12a644b","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"Skill最大的价值，不只是让你自己省事，而是"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"让你的经验可以被复制"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"f13705a1-b3d2-41c6-ac04-4f11ce669609","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"把Skill放进项目目录"},{"type":"text","marks":[{"type":"code"}],"text":".workbuddy/skills/"},{"type":"text","text":"，团队所有人共享同一套标准。新人入职，拿到Skill目录，不需要手把手培训，直接调用就能按团队规范干活。你花了几年积累的判断和流程，一次封装，人人可用。"}]},{"type":"image","attrs":{"id":"fa960936-5055-450a-aa83-724448e07613","src":"https://developer.qcloudimg.com/http-save/audit-10086078/863d2047408ec97cd63da75adddfa6b3.png","extension":"png","align":"center","alt":"","showAlt":false,"href":"","boxShadow":"","width":689,"aspectRatio":"1.322457","status":"success","showText":true,"isPercentage":false,"percentage":0,"isHoverDragHandle":false}},{"type":"paragraph","attrs":{"id":"01d82d75-6e0c-403b-b7b6-c33415ce1e88","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"更进一步，Skill可以打包成.skill文件发布到WorkBuddy技能市场，你的方法论就有机会被更大范围的人用到。"}]},{"type":"paragraph","attrs":{"id":"98d9c6e6-4083-43d0-af0e-e69b8af26fb9","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"这是过去做不到的事。经验过去只能靠口头传授、靠文档、靠师傅带徒弟，慢而且容易失真。现在，"},{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"经验可以被工程化了"},{"type":"text","text":"——封装、版本控制、分发、迭代，跟软件一样。"}]},{"type":"paragraph","attrs":{"id":"d88cd3cd-f6fd-4b1c-b4d4-6b9dab9ac99a","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个通信工程师把他的网络故障诊断流程封装成Skill，团队里任何人面对故障，都有他的判断框架在辅助。"}]},{"type":"paragraph","attrs":{"id":"68b33958-3551-4f25-95d1-df354ffc5e5e","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个架构师把技术选型的决策框架封装成Skill，团队每个人做选型，都有他的思维框架在兜底。"}]},{"type":"paragraph","attrs":{"id":"cf459e67-a347-4395-934a-ace9c7daa700","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个内容运营把她的选题评估标准封装成Skill，AI帮她先过滤一遍，她只需要处理分数高的选题。"}]},{"type":"paragraph","attrs":{"id":"57b890da-4932-457c-be71-3063ec0018f7","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","text":"一个法务把合同审查红线封装成Skill，初稿合同先过一遍AI，人工只需要处理有风险的条款。"}]},{"type":"paragraph","attrs":{"id":"60f09600-e064-468e-9a95-5990c494beae","textAlign":"inherit","indent":0,"color":null,"background":null,"isHoverDragHandle":false},"content":[{"type":"text","marks":[{"type":"textStyle","attrs":{"color":"","background":""}},{"type":"bold"}],"text":"AI不会替代有经验的人，但会替代那些把经验全藏在脑子里、没有工程化能力的人。"}]}]}","createTime":1782830603,"ext":{"closeTextLink":0,"comment_ban":0,"description":"","focusRead":0},"favNum":0,"html":"","isOriginal":0,"likeNum":0,