使用 draw.io（.drawio 格式）和 SVG 生成兼容 Microsoft Visio 的架构图。当用户需要以下任一场景时触发： - 用于 Visio 或技术文档的架构/系统/网络图 - 带连接标注的分层控制系统图 - 将 draw.io XML 转换为稳定、可嵌入的 SVG - 修复 Visio 或 draw.io 无法打开的故障排查类图表 - 任何需专业级布局且文本可编辑的图表
☞☞☞AI 智能聊天, 问答助手, AI 智能搜索, 多模态理解力帮你轻松跨越从0到1的创作门槛☜☜☜
{"type":"doc","content":[{"type":"image","attrs":{"id":"af55368c-cf3e-4db4-99af-bd8ab71d8bc2","src":"https://developer.qcloudimg.com/http-save/audit-12507981/ea859a53a1b8281ab5f8e04e980671f1.png","extension":"png","align":"center","alt":"","showalt":false,"href":"","boxshadow":"","width":1100,"aspectratio":"1.777778","status":"success","showtext":true,"ispercentage":false,"percentage":0,"ishoverdraghandle":false}},{"type":"paragraph","attrs":{"id":"8ecc4850-4f61-487a-9b51-4219e8d96e09","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false}},{"type":"paragraph","attrs":{"id":"5b00976f-bf03-4d54-b883-a4f639871565","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"说个事儿。"}]},{"type":"paragraph","attrs":{"id":"48d1d131-e1ef-4e04-a2ea-1bf74418799b","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"上个月我想查一下之前用ai跑的某个选股策略，具体哪个指标来着，参数设的多少。翻聊天记录翻了二十分钟没翻到。最后放弃了，重新跑了一遍。"}]},{"type":"paragraph","attrs":{"id":"904dcaa5-b04a-48a1-a3f9-e907c86eee8e","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"这事儿搁以前我可能就认了，但那次之后我认真想了一下：我每天都在跟ai聊天，聊带货文案、聊股票、聊代码、聊选题……大量的信息就这么散落在各种对话里，从来不整理。等下次需要的时候，全凭记忆去找。"}]},{"type":"paragraph","attrs":{"id":"8c044628-99b1-4c53-9b45-5eb89372c7e4","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"人的记忆不靠谱，这个大家都知道。但ai也不靠谱——它更不靠谱，因为它压根就没有跨对话的记忆。每次新开一个窗口，它就不认识你了。"}]},{"type":"paragraph","attrs":{"id":"a5dbc746-3053-4639-a02a-e289e880c0c1","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"所以这篇不是讲什么高大上的\"知识管理系统\"，就是说说我是怎么让ai记住我需要的那些东西的。方法很土，但管用。"}]},{"type":"paragraph","attrs":{"id":"7a56310f-e397-407d-aff0-731e05110a01","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"━━━━━━━━━━━━━━━━━━━━"}]},{"type":"paragraph","attrs":{"id":"fd92a687-f872-4ee1-8b61-74b585639699","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"先说问题：信息丢在哪了"}]},{"type":"paragraph","attrs":{"id":"3995dbc6-48c8-44aa-ae66-7af2b772892f","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我把日常跟ai打交道产生的东西分了三类："}]},{"type":"paragraph","attrs":{"id":"209c27ea-5f0e-4f27-aba3-aaece41fc4a7","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第一类，项目信息。比如我目前在做的视频号带货，目标人群是25到35岁女性，主打美妆类目，每周发3到5条图文。这些信息每次跟ai聊文案的时候都要重新说一遍。说一次两次还好，说二十次就烦了。"}]},{"type":"paragraph","attrs":{"id":"1c01f28f-e911-4173-b5f1-16b1e8c6bf88","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第二类，经验教训。比如上次让ai帮我查某个股票的财务数据，它给了一堆看着像那么回事但其实张冠李戴的数字。我后来发现是因为我没告诉它用哪个数据源，它自己\"联想\"了。这种教训如果不记下来，下次还会犯。"}]},{"type":"paragraph","attrs":{"id":"829decf4-8e42-4488-9c0b-317a958860cf","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第三类，偏好和习惯。我喜欢什么风格的文案、写代码用什么缩进习惯、技术栈是python为主还是javascript为主……这些看起来不重要，但每次都要重新交代的话，聊到正题之前已经浪费了不少时间。"}]},{"type":"paragraph","attrs":{"id":"7e90f927-7e6c-426e-b2b1-96a60f1bac9e","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"三类信息有一个共同特点：单独拿出来都不复杂，但合在一起量很大，人脑记不住，ai的记忆也靠不住。"}]},{"type":"paragraph","attrs":{"id":"9d4ac87d-72fa-419d-863d-d6db1600272c","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"━━━━━━━━━━━━━━━━━━━━"}]},{"type":"paragraph","attrs":{"id":"92cbb0d2-5b03-4664-b15b-bfc74288e392","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我的土办法：两个文件搞定"}]},{"type":"paragraph","attrs":{"id":"7ae93694-291b-42ba-82a5-f397006460dc","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我现在用的方法很简单，就两个文件。"}]},{"type":"paragraph","attrs":{"id":"9b7413d9-4ce4-49f4-8197-fc345cff3619","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第一个文件叫\"身份卡\"，"},{"type":"text","marks":[{"type":"link","attrs":{"href":"http://我给它起了个名字叫identity.md","target":"_blank","rel":"noopener 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nofollow","class":null}}],"text":"我给它起了个名字叫identity.md"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"4de790ae-224e-44f2-963f-070361ef4bf5","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"这文件里面写的是\"我是谁\"。内容包括：我叫什么、干什么工作的、技术栈是什么、日常用ai主要干哪些事、写作风格偏好、有哪些禁忌。"}]},{"type":"paragraph","attrs":{"id":"251032c2-3ead-46e7-8604-94ca091261f4","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"举个例子，我的身份卡里有这么几条："}]},{"type":"paragraph","attrs":{"id":"c3bf64fb-c89f-4ea9-ad23-eeadde105f46","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"名字：老板"}]},{"type":"paragraph","attrs":{"id":"42701198-76b8-4cea-af40-017085976869","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"职业：电商创作者，偶尔写点代码"}]},{"type":"paragraph","attrs":{"id":"fe031d00-37d8-4fc3-b67e-32830a6cd461","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"技术栈：python为主"}]},{"type":"paragraph","attrs":{"id":"3e5dd946-d5aa-46f2-b792-4c5ebb25ae0b","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"常用场景：带货文案、股票数据分析、web小工具"}]},{"type":"paragraph","attrs":{"id":"bf5403f7-bc49-475b-a578-36f6bf7e61bd","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"写作风格：口语化，不要书面语"}]},{"type":"paragraph","attrs":{"id":"55431442-3a12-4c63-b891-3ae9377dfbc3","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"禁忌：不要用\"首先其次最后\"，不要每段结尾升华"}]},{"type":"paragraph","attrs":{"id":"826975a4-07b9-41ad-8e6d-73385bf17a46","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"这些东西看起来很基础，但你想想，每次新开ai对话的时候，如果不用重复交代这些，直接就能进入正题，能省多少时间。"}]},{"type":"paragraph","attrs":{"id":"f01599ec-d9f2-4006-95d9-238547c01bb7","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我算了一下，之前每次新对话平均要花3到5分钟\"热身\"——就是交代背景、说明需求、纠正ai的默认假设。一天开三四个新对话的话，光热身就十五分钟。一个月下来就是好几个小时。配了身份卡之后，热身时间基本为零。"}]},{"type":"paragraph","attrs":{"id":"d0e2e192-7912-4534-8b1b-2af6451a00f3","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第二个文件叫\"记忆本\"，"},{"type":"text","marks":[{"type":"link","attrs":{"href":"http://我管它叫memory.md","target":"_blank","rel":"noopener noreferrer nofollow","class":null}}],"text":"我管它叫memory.md"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"id":"ba3c83f7-fb29-40d7-9daf-81e015f339ef","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"这个跟身份卡不一样。身份卡是相对固定的信息，不太会变。记忆本是动态的——它会随着你的工作推进不断更新。"}]},{"type":"paragraph","attrs":{"id":"e5f6e873-eb57-4e87-b003-a3cd8c7d8f8c","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我的记忆本目前有几个板块："}]},{"type":"paragraph","attrs":{"id":"9ff57e5d-e137-43e1-bc7b-0ed5dc881a34","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"当前项目：记录正在做的事情和进度。比如\"视频号带货美妆类目，本周重点推防晒产品\"，或者\"选股系统均线策略待优化止损逻辑\"。"}]},{"type":"paragraph","attrs":{"id":"22a3aa0a-3a88-44cc-b24b-676119f7dd46","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"踩过的坑：记录跟ai协作时犯过的错。比如\"ai给的财务数据需要交叉验证，不能直接用\"。"}]},{"type":"paragraph","attrs":{"id":"5ce7e95b-d997-4fc0-a308-3d9f72dee5fe","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"平台规范：记录各个发布平台的格式要求。比如php中文网社区要求纯文本、配图1280x720、标签最多5个。"}]},{"type":"paragraph","attrs":{"id":"c620d7ba-ad9f-4b69-ba52-71c20f657da3","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"这些东西不是每天都变，但隔三差五就会新增一条。我一般是一天结束的时候花两分钟更新一下，把当天学到的新东西或者踩的新坑补进去。"}]},{"type":"paragraph","attrs":{"id":"5c41370f-91c4-402b-8c83-36bf1f9c4d58","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"━━━━━━━━━━━━━━━━━━━━"}]},{"type":"paragraph","attrs":{"id":"a91651c8-bc60-4a05-9150-731a3bd21811","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"实际用起来是什么感觉"}]},{"type":"paragraph","attrs":{"id":"042f09a2-96f0-4036-90c8-257021b1450d","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"配完这两个文件之后，最大的感受就是：终于不用每次都从头介绍了。"}]},{"type":"paragraph","attrs":{"id":"cc364d3d-6ded-409c-936d-0dd6f160c377","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"举个具体的例子。上周我临时起意想写一个小工具，用python抓某个电商平台的商品数据。打开ai，直接说\"帮我写一个爬虫，抓xx平台的商品标题和价格，用requests+bs4\"。"}]},{"type":"paragraph","attrs":{"id":"528955b6-e911-4274-8e4a-fff4e84e1d56","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"它没有问我\"你用什么语言\"（身份卡里写了），没有问我\"要不要加异常处理\"（身份卡里写了我的技术偏好），也没有给我一段javascript代码（身份卡里写了python为主）。"}]},{"type":"paragraph","attrs":{"id":"240f46d4-a366-42d3-9b02-44ae4b1ebe13","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"直接就给了我能用的代码。我改了两处小bug就跑通了。"}]},{"type":"paragraph","attrs":{"id":"423488c8-f0bd-4155-9377-45fe3b342f7d","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"要是放在以前，这段对话的前五分钟大概是这样："}]},{"type":"paragraph","attrs":{"id":"e6ffa27e-3380-4c5d-a31a-eef19a6cc4e0","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"帮我写个爬虫\""}]},{"type":"paragraph","attrs":{"id":"7d9e21eb-2b7e-4076-82d2-0818df679c15","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"请问你用什么编程语言？\""}]},{"type":"paragraph","attrs":{"id":"cff1a8cf-ec96-4e39-b6a5-83102f604a37","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"python\""}]},{"type":"paragraph","attrs":{"id":"48d52f54-4fe8-4c9d-9e19-898053135034","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"请问你需要爬取哪个平台的数据？\""}]},{"type":"paragraph","attrs":{"id":"a3e30e07-7338-47f7-93e4-40bfde83e620","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"xx平台\""}]},{"type":"paragraph","attrs":{"id":"80333e2c-e0ea-4163-bdd2-78a3bab449d0","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"请问你需要什么数据字段？\""}]},{"type":"paragraph","attrs":{"id":"6a553dd5-ea34-462d-8d6f-e539e6da0f68","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"标题和价格\""}]},{"type":"paragraph","attrs":{"id":"2b7d2ae1-4958-45c1-b476-45659d407bb7","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"请问你有没有考虑反爬机制？\""}]},{"type":"paragraph","attrs":{"id":"0c75e3a5-72fb-483e-a2b0-b8d8ef3df251","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"\"先不管反爬，能跑就行\""}]},{"type":"paragraph","attrs":{"id":"704195b4-ba70-4924-a305-d128561cf088","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"聊到正事之前已经过了三四分钟。配完身份卡之后，这些全省了。"}]},{"type":"paragraph","attrs":{"id":"c9ca43dd-b1d4-484d-956b-1349cd93a9c3","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"记忆本的好处要在长期使用中才能感受到。上个月我有个选股策略跑了半个月，中间调了好几次参数。每次调完我都在记忆本里更新了当前参数和效果。后来有一次我想回溯当时为什么选了某个参数，翻记忆本就找到了，记录得很清楚。"}]},{"type":"paragraph","attrs":{"id":"56a03611-28ad-4371-8dd3-d8e1d5a7eb57","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"如果不记的话，这些决策过程就永远消失了。"}]},{"type":"image","attrs":{"id":"a3cfe913-c56e-43b9-8cd4-50bef5ad685d","src":"https://developer.qcloudimg.com/http-save/audit-12507981/eefb9197a41a0061a61920ceb094cec8.png","extension":"png","align":"center","alt":"","showalt":false,"href":"","boxshadow":"","width":1100,"aspectratio":"1.777778","status":"success","showtext":true,"ispercentage":false,"percentage":0,"ishoverdraghandle":false}},{"type":"paragraph","attrs":{"id":"89521e8d-8c61-4273-963b-f3aa28312e53","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"━━━━━━━━━━━━━━━━━━━━"}]},{"type":"paragraph","attrs":{"id":"8d60e1fa-d888-4c20-add9-592b8e85742e","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"几个实际踩过的坑"}]},{"type":"paragraph","attrs":{"id":"f12c8ed6-b79f-4c83-866a-b88f8e6de18d","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"配这两个文件的过程中也不是一帆风顺的。"}]},{"type":"paragraph","attrs":{"id":"f062bd6b-2616-4333-bad1-d6cec39be6eb","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第一个坑，一开始我往身份卡里塞了太多东西。不光写了基本信息，还把项目细节、代码规范、甚至常用的prompt模板都塞进去了。结果ai每次启动都要读一大坨东西，回复变慢了不说，有时候反而因为信息太多抓不住重点。"}]},{"type":"paragraph","attrs":{"id":"ed3be3ee-996a-474a-88bf-6e2b701686fc","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"后来我把身份卡精简到只保留\"稳定不变\"的信息。经常变的、跟具体项目相关的，全部挪到记忆本里。两个文件的定位就清晰了：身份卡是\"我是谁\"，记忆本是\"我在做什么\"。"}]},{"type":"paragraph","attrs":{"id":"33d0c7e1-43ab-40d2-8c27-cb0ef20ae081","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第二个坑，记忆本更新不及时。有段时间我偷懒，好几天没更新，结果里面记录的项目进度跟实际情况已经脱节了。ai按过期的信息给我建议，差点误导我。"}]},{"type":"paragraph","attrs":{"id":"afe4c883-6583-44a7-a4fb-b1bb429d98cc","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"现在我养成了一个习惯：每天结束的时候看一下记忆本，花两分钟更新。不需要写很多，一两句话记个进度就行。关键是坚持。"}]},{"type":"paragraph","attrs":{"id":"ecc9be02-0f1b-4c77-982a-d05a966e3c13","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"第三个坑，有些东西不知道该放身份卡还是记忆本。比如\"我目前正在学rust\"——这算身份信息还是项目信息？"}]},{"type":"paragraph","attrs":{"id":"4283f7f1-5a20-4942-b7ea-e2bbf460c7e1","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"我后来想明白了：如果这个东西会影响ai给你回复的风格或技术方向（比如你声明了\"我在学rust\"，ai就不会再给你javascript的建议），就放身份卡。如果只是当前在做的事，过一阵子可能就不做了，就放记忆本。"}]},{"type":"paragraph","attrs":{"id":"64e60960-7be3-404c-bc26-2cdb64daf501","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"当然，这不是什么严格的分类标准，你自己用着顺手就行。"}]},{"type":"paragraph","attrs":{"id":"7b8a51e6-04b9-49ee-a8c3-a8c67f8bd519","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"━━━━━━━━━━━━━━━━━━━━"}]},{"type":"paragraph","attrs":{"id":"18e62561-a692-487b-a067-8f348d8ce6e8","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"不一定非要用这两个文件"}]},{"type":"paragraph","attrs":{"id":"df74c013-e545-4b7b-a4a2-2d37c77363b9","textalign":"inherit","indent":0,"color":null,"background":null,"ishoverdraghandle":false},"content":[{"type":"text","text":"写到这儿有人可能想问："},{"type":"text","marks":[{"type":"link","attrs":{"href":"http://我不喜欢用identity.md和memory.md","target":"_blank","rel":"noopener noreferrer 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