{
  "text": "大家好,我是孫重重。歡迎大家來到這個Codex教程。\n最近Codex活到不行。7月9號GPT5.6發布以後,它在處理這些複雜任務、知識工作、設計和電腦操作這些方面的能力又往前邁了一步。\n我個人認為它就是當下我們最需要掌握的AI工具。\n因為它並不只是適合寫代碼,它是真正能夠在工作環境中去處理文檔、表格、數據分析、工作流自動化\n以及直接制作出来产品\n而且它在技术上的门槛并不高\n哪怕是你之前没有写过任何一行代码\n甚至是当你看到终端上的那一行行英文\n想把电脑合上\n这也没有关系\n这条视频就是从零开始教你怎么使用Codex\n我不会莫认为你已经知道什么叫框架\n依赖\nGate\n进程等等这些名词是什么意思\n遇到这些词的时候\n我们先看一眼它在这里到底是什么用\n然后再做进一步的解释\n那这堂课我会先从Codex\n它到底是什么东西开始讲起\n然后项目任务模型推理强度\n权限计划目标终端\nDIF代码审查\n这些听起来有点陌生神秘的名词\n我都会把它放到具体操作里\n用普通人能听明白的话语\n去把它讲解清楚\n那理论讲完以后\n我会带着大家一起做一个案例实战\n从一个控网键夹开始\n做出一个专面版APP\n素材批量命名助手\n它是一个对内容创作者和电商从业者\n都很实用的工具\n它可以把你选中的\n录屏 视频 图片和音频文件\n导入进来\n批量选中\n按照项目名称 序号 素材类型\n和可选标签\n实时生成一套统一的新名称\n而且在真正批量改文件之前\n还可以完整看到\n旧名称 新名称和风险\n它会保护扩展名\n检查 筹名 非法字符\n文件占用和目标冲突\n在执行之前\n也会给你一页完整的确认\n执行以后\n可以查询操作记录\n还可以安全撤销最近一次任务\n没错看完这条视频\n你就可以跟着做出一版非常接近的产品\n不过边界也要说清楚\n每一步操作\n每一条提示词和每一个工作成果要如何验收\n我都会放到视频里\n但是我不能替你看屏幕\n如果你的结果和我操作的不一样的话\n先别跳过去\n把你的结果截图发给Codex\n让它去进行诊断\n这其实比复这一段永远不会出错的报告更有意义\n因为在真实做项目的时候\n我们的电脑和AI偶尔会有自己的想法\n这是没有办法完全避免的\n好 下面的内容我们分为两部分\n理论片和实践片\n理论片听起来可能会有点枯燥\n主要就是把Codex的核心功能讲清楚\n实践片就是从零开始制作出来刚才展示出的那个中原APP\n好 那我们现在正式开始Codex的理论片\n首先是Codex到底是什么\n我们可以先把它简单理解成一个\n能在实际工作环境里\n动手的AI助手\n普通聊天工具\n它最擅长的是\n在对话框里给你答案\n但Codex除了回答\n还可以在你允许的范围内\n查看项目文件\n创建和修改内容\n运行终端命令\n启动程序\n打开网页\n检查改动\n再把结果交给你验收\n这句话里最需要留意的是\n在你允许的范围内\n它不会因为你说了一句\n帮我做个APP\n就理所当然的\n接管了整台电脑\n顺便把你的桌面也收拾了\n把你的回收站也清理了\n甚至把你的人生也规划了\n而是你给他一个工作现场\n告诉他目标和边界\n他就在这个现场里执行\n遇到需要额外权限\n或者是比较重要的工作\n他就会停下来问你\n和普通聊天相比\n比如说ChatGPT或者是豆包\nCodex最明显的变化在这里\n他只能围绕一个项目\n持续的读改运行和验证\n他的行为不再只停留在对话框里\n你暂时只要记住这四件事\n读文件\n改文件\n运行\n验证\n以后再看到复杂的功能\n也可以先问\n它到底是在帮我理解项目\n改变项目\n还是验证结果呢\nCodex适合什么人\n它不适合拿来做什么呢\n很多人一看到Codex就会问\n这是不是只有程序员才能用\n当然不是\n程序员当然可以用它来写代码\n修bug\n做代码审查\n但如果你是内容创作者\n产品经理\n设计师\n业人公司研究人员或者是普通的办公用户\n你也可以让他做网页\n整理本地资料\n批量处理文件\n生成文档\n分析表格\n制作演示文稿\n或者是把一个重复流程变成小工具\n对普通用户来说\n更实际的门槛是\n能不能把下面几件事情说清楚\n我想解决谁的问题\n哪些内容必须保留\n哪些动作不能做\n最后我要怎样确认他真的完成了\n也是一个验收的过程\n当然Codex也有不适合直接放手做的事情\n涉及到真实付款\n公开发布\n批量删除\n生产数据库\n密码密钥\n中药合同\n或者是可能影响到别人的外部操作\n都要非常慎重的把任务交给他\nCodex可以把你的执行力放大\n但判断责任还是要放在你这里\n安装登录以及本次演示\n为什么要以MacOS为主线\n安装的话\n只要网络环境没有问题\n直接从OpenAI的官方入口下载\n专门App就可以了\n现在Codex已经和ChatGPT合并了\n这个专门APP也叫ChatGPT\n按照系统提示安装\n然后使用你的ChatGPT的账号登录就可以了\n您看到的具体按键的位置\n套餐和额度说明\n可能会随着版本变化而不同\n我是在7月22日录制的视频\n使用的是目前的版本\n如果你以后看到的名字略有不同也没有问题\n这次演示会以MacOS作为主线\n以我目前的使用体验\nCodex和MacOS的整套工作流程配合得很好\n不过这不等于Windows用户不能用\n桌面App的核心工作方式在两个系统上都成立\n第一次看Codex界面先了解功能区\n第一次打开Codex\n很多人可能会从左上角开始\n试图把每个按钮都记住\n但其实界面经常更新\n按钮的位置也经常变化\n我们可以先了解各个功能区\n左边通常是你的项目和任务记录\n你可以把它理解成办公楼的楼层和房间\n中间是当前任务发生的地方\nCodex的回复\n执行过程\n权限请求\n测试结果\n主要都会在这里出现\n下面是输入区\n你可以在这里布置任务\n补充条件\n添加文件\n截图或者语音\n任务运行以后\n你还会看到文件感动\n中端输出\n浏览器和审查结果\n那新手第一次看见面\n抓住四个位置就够了\n我在哪个项目里\n我正在和哪个任务对话\n我的要求从哪里发出去\n结果和证据都在哪里看\nCodex的项目任务和文件夹\n项目任务和文件夹\n是新手最容易混在一起的几个词\n放在同一间办公室里看\n可以这么理解\n项目呢它像一间办公室里面\n放着这个产品的文件规则和历史\n任务像你在办公室里召开的一次具体会议\n比如说设计网站首页\n它是一场会议\n检查文件安全\n又是另一场会议\n文件夹相当于是电脑里真正存放资料的位置\nCodex打开哪个文件夹\n就相当于你把它带进哪家办公室\n如果文件夹选错了\n它可能非常努力\n但它努力在错误的方向里了\n长期项目和临时问题最好分开\n同一个APP的需求\n实现测试和打包\n可以留在同一个项目里\n但没必要全塞进一条无线变长的对话\n任务目标明显变化时\n新开一条任务会更干净\n这样Codex更容易知道\n眼前在解决什么问题\nCodex到底能记住多少\n换一个对话框以后\n他还记不记得\n这个问题经常会出现\n最安全的理解是\n不要把重要项目决定\n最安全的理解是,不要把重要項目決定只放在我記得我們聊過這件事上。\n當前任務的消息,你附加的文件,他讀取到的項目內容,都會形成這次工作的上下文。\n但Codex的上下文记忆不是无限的\n不同任务之间也不应该默认拥有完整永久逐字的记忆\n产品范围、匿名规则、安全底线、视觉规范\n这些以后会反复用到的决定\n最好写进项目文件\n你可以使用productspec.md这个文件来保存产品需求\n使用agents.md来保存这个项目长期需要遵守的工作规则\n这就像公司要有公司的行为准则\nCodex也有记忆和长期规则的相关能力\n但具体入口可能随版本和设置而不同\n新手先掌握一个最稳的方法\n就是重要的决定落到文件里\n开始新任务时让它先读取这些文件\nCodex的输入框\n附件截图和语音\n这里是Codex的输入框\n除了输入文字\n它还可以使用语音输入\n点击这个麦克风\n其实Codex的语音转文字模型\n识别中文的准确度\n现在还是可以的\n包括你轻声说一句话\n活着时会将一些\n抵防防艳\n只要口齿清晰\n一点问题都不大\n除了直接用文字来表达任务\n也可以添加文件\n图片或者截图\n很多时候与其花几分钟去描述\n右上角那个有点歪的按钮\n给我改一下\n不如截一张图\n然后在图里清楚地指出\n这个按钮的位置\n让它理解得更好\n但附件也不是越多越好\n真正值得放进任务里的通常是完成工作必须看的文件\n能够证明当前问题的截图或报错\n还有明确的参考样式和不能改的部分\n另外一定要注意不要上传密码\n私钥身份证件私人聊天记录\n或者任何与任务无关的客户资料\n如何给Codex布置一条能执行的任务\n怎样把一句想法变成Codex能执行的任务呢\n一个好的任务不一定很长\n但通常要能回答五个问题\n我最终想要得到什么\nCodex你需要知道什么背景\n哪些事情是不能做的\n怎么样才算完成\n你是先检查\n先计划\n还是可以直接动手\n比如说不要只对Codex说\n给我做一个素材管理助手\n要高级一点\n不能这么说的原因\n不是你对Codex不能不礼貌\n而是高级这个词\n它没法验收\n可以执行的表达是\n请先不要写代码\n我要做一个给内容创作者使用的本地素材批量命名助手\n第一版必须支持导入文件\n实时预览新名称\n安全检查\n原地除命名和撤销\n不上传文件\n不覆盖目标文件\n请先判断需求里最影响方向的五个问题\n等我回答以后再写需求文档\n你会发现这里没有一行代码\n全是人类的自然语言\n甚至全是中文\n但任务已经非常明确\n我们要扮演的角色\n就是会有人类的自然语言\n给AI布置任务的老板\n还有一个非常实用的习惯\n当你自己也没有想清楚时\n不要假装已经想清楚\n你直接告诉Codex\n先不要做\n你先问我关于这个产品的问题\n你要相信起码现阶段\nCodex要比你聪明得多\n这样做是借助他的智慧\n把我们模糊的想法摆到桌面上\n让Codex替我们去思考\n当然最后怎么选\n还是由我们自己负责\nCodex是使用的模型推理强度速度和用量\n这里是模型选择区域\n不是什么任务都需要使用最高级的模型\n复杂工作可以使用GPT5.6\n轻量的任务就可以选择更快更节省的模型\n那怎么去选呢\n对新手来说可以先爱任务难度去选\n比如说我设计录制这个视频时\n复杂的产品规划架构安全审查和困难的问题\n我会交给更强的模型\n格式整理\n简单的改文案\n一些机械的检查\n则可以交给更快更节省的模型\n模型和界面会更新\n所以大家也不要把这条视频里的名字\n当做永远不变的菜单\n推理强度可以理解成\n你愿意让它在回答前\n花多少力气去思考\n不是所有的任务都适合用高强度\n如果你改一个标点符号\n也开最高推理的话\n那有点希望你请公司的总结\n你去会议室给一盆驴锣\n浇了浇水\n质量优先\n但没必要让所有的任务\n都排在同一个重量级\n高风险\n跨文件\n设计产品结构和文件安全的工作\n慢一点也没有关系\n重复\n可逆\n容易检查的任务\n用更快的配置\n通常更合适\n速度模型\n也是类似的逻辑\n你是在等待节省时间\n还是在牺牲必要的思考\n这也要看具体的任务\n至于用量\n别只盯着一条消息\n它花了多少\n如果是你的任务含糊\n一次塞的太多\n做完又被验收\n最后反复又推导重来\n这些不健康的行为\n往往比选了一个更强的模型\n更快的速度\n更费额度\n我们把任务拆小\n把边界说清楚\n每一步先检查\n减少这个反复推导重来的过程\n这是一个比较好的习惯\nCodex的普通执行目标和计划\n普通执行目标和计划\n这三个名字排在一起\n很容易让人产生一种错觉\n好像在使用Codex之前\n还得先补一门项目管理\n但其实判断方法没有那么复杂\n我们主要先看眼前的任务有多大\n比如说页面上的选择素材\n要改成导入素材\n这个要求很清楚\n改动也很小\n直接告诉Codex该拿几个字\n改完运行页面\n再点一下按钮\n确认功能还在\n这件事就结束了\n但后面我们要做的素材批量命名助手\n就完全是另一种体量\n它从空文件夹起步\n会碰到界面\n文件读取\n重命名\n冲突检查\n撤销和打包\n等等一系列的任务\n在代码还没写之前\n我更想先看清楚\n它准备选什么技术\n文件放在哪里\n哪一步开始接触用户素材\n以及最后拿什么证明没有改错\n那这个时候就要用计划\n它把路线提前摊在屏幕上\n让我们在大改动之前\n先挑问题\n哪一步太大\n哪一步漏了安全检查\n顺序是不是反了\n而目标是和持续时间更长的任务\n比如说希望Codex分多个阶段\n一直追着完成整套课程交付物\n这个目标往前走\n而不是一条消息结束之后就停\n这个时候就可以用目标创建或者管理\n平常我们只需要这样判断\n事情小而明确就直接做\n范围大风险高就看计划\n同一个结果需要跨很多阶段持续推进的话\n再考虑目标\n什么是Codex的插件和Skill\n下面了解一下插件\n这里显示的是已经安装了的\n还没有安装过插件的话点这里\n插件它的作用是给Codex增加原来没有的工作能力\n或者是把它连接到你正在使用的其他工具\n在这里搜索需要的插件\n打开详情再点击加号就可以安装\n有些插件装完就能使用\n有些还需要登录比如说Google Drive\nGitHub Notion之类的外部服务\n安装完成之后\n最好新开一条任务\n让新插件的能力完整加载进来\n开完插件\n我们再看到旁边还有一个技能\n这就是非常重要的skill\n官方解释是通过任务专用技能\n扩展codex的能力\n它就是可以服用的专业工作方法\n比如说以后把\n怎样根据我的语言样本\n参考内容和课程结构\n写出口播稿\n整理成固定流程\n它就可以成为一个内容skill\n下次我再换选题\n但流程还在\n就不用重新描述工作方法\n现在的开源Skill非常非常多\n很多人是非常乐意\n分享出来自己的方法论的\n所以安装的时候至少要看一下它是谁提供的,里面包含什么,需要连接哪些服务,以及它可能读取或者修改什么。\n插件和skill都不是安装得越多越好的,我们要有选择的去安装。\n如何理解和设置Codex的权限\n权限这部分非常重要\n因为Codex它是能直接在我们的工作环境中\n读取和写入文件运行命令访问网络的\n有些情况下还会操作浏览机和桌面\n它是真的能动手\n所以我们一定要给它合适的权限\n如果你刚开始使用Codex\n我更建议你先选择第一种\n请求批准\n这个模式并不是说Codex它每改一个字都要跑来问你一次\n只要操作它是发生在当前项目允许的范围内\n比如说读取项目文件\n修改代码\n运行普通的本地命令\n它通常可以正常地完成\n真正需要填下来询问你的\n是访问项目外部的文件\n连接互联网\n或者是执行超出当前安全范围的操作\n比如说它只是想访问互联网\n下载我们这个项目需要的正常依赖\n而且来源和用途都很清楚\n这种情况就可以批准\n但如果它准备读取一个\n和当前项目完全无关的文件夹\n或者运行一条\n你根本不知道是干什么的命令\n那就先不要批准\n完全可以点拒绝\n然后直接问他\n先不要执行\n请用普通人能听懂的话\n告诉我这项操作要做什么\n为什么需要它\n会影响哪些文件\n以及有没有权限更小的替代方案\n审必窗口\n有时候还会让我们选择\n仅允许这一次\n或者在更大的范围内持续允许\n刚使用的时候\n尽量选择放个比较小的那一个\n能只批准一次\n就先不要把整场任务的门都给他打开\n能只允许访问一个文件夹\n就不要把你的整台电脑的权限都交出去\n等你已经熟悉了当前项目\n知道Codex大概会做哪些操作\n又不想被一些重复低风险的审批\n频繁的打断\n就可以考虑第二种T-WO审批\n这里的T-WO审批不是Codex\n自己给自己审批\n它会把符合条件的审批请求\n交给一个独立的审批机制进行检查\n风险较低\n理由合理的操作\n它可以自动通过\n但如果检测到风险\n或者是这项操作\n不适合它自动决定\n它还是会停下来询问你\n所以这个模式比较适合\n已经跑通过几次的项目\n比如说我已经确认\n项目来源可靠\n也知道它需要安装哪些依赖\n会修改哪些文件\n只是接下来\n还有一批重复的操作也完成\n这个时候使用提供审批\n它的体验会顺畅很多\n最后一个是完全访问权限\n这个模式相当于\n你把给Codex设置的安全围栏\n基本上全部打开了\nCodex可以访问互联网\n也可以读取和操作\n当前项目之外的文件\n它的执行过程会更少的被打断\n但风险也明显更高\n我只会在几个条件\n同时满足的时候\n考虑使用它\n项目的来源可信\n任务范围非常清楚\n重要的文件已经备份\n使用了GIT\n也就是版本管理工具\n而且我知道\n它为什么确实需要访问到\n当前项目之外的内容\n所以如果你现在还不知道应该选哪个\n选请求审批就可以\n权限也不是一次选择以后永远不能改编的东西\n我们随时都能根据任务去重新调整\nCodex任务的引导和排队\n任务发出去以后\nCodex正在运行\n这个时候我们也还可以说话\n假设它正在整理一段文字\n我忽然发现任务少说了一个条件\n比如说必须起一个响亮的标题\n那我们就可以在输入框里输入\n点击引导\n这样送进当时正在进行的任务\n另一种情况是\n我想在正文整理完以后\n还想再要三条摘要\n它不影响眼前这一步工作\n所以放进队列里排队就可以了\nCodex它会在做完当前任务之后\n再进行下一步的处理\n所以是排上队就可以了呢\n还是要点击下这个引导\n关键就在于你提出的条件或者是任务\n和当前正在进行的工作又没有关系\nCodex的终端 审阅 浏览器 文件和侧编任务\n那下面我们要看一些有点抽象的东西了\n第一个就是Terminal 终端\n终端大概是整套界面里最容易让零基础用户紧张的地方\n在电影或者是短距离\n电脑高手他们面对着黑色的屏幕霹里啪啦的操作的就是这个东西\nTerminal 它的中文叫终端\n不过大家不用被它的长相吓到\n终端它并不是黑客专用的工具\n它只是一种操作电脑的方式\n我们平常使用电脑主要是用鼠标去点击按钮\n比如说双击打开文件夹\n点击图标去启动一个软件\n或者是把一个文件拖到另一个位置\n终端它做的事情其实差不多\n只不过它不用鼠标\n而是通过文字的命令告诉电脑\n所以你可以把终端案例解成一个\n用文字直接给电脑下指令的窗口\n再看终端右上方的这几个按钮\n第一个叫切换摘要\n它主要是用来显示或者收起当前任务的摘要区域\n长的时候可以通过这里快速的去回看Codex\n做了哪些事情得到了什么结果\n以及有没有需要我们继续确认的内容\n点击这个按钮只是在调整页面显示\n它不会修改项目\n也不会让正在执行的任务停下来\n暂时不想看摘钥匙就可以把它收起来\n需要回顾的时候再打开\n第二个叫切换底部面板显示\n它主要是控制下面这个底部面板的显示和隐藏\n而我们现在看到的底部面板里主要就是中断\n如果终端占据的空间太大\n它就会影响我们查看上面的内容\n这个时候点击一下\n就可以把它暂时收起来\n需要检查预行结果\n或者包错信息的时候\n再点击一次把它点开\n第三个是显示或隐藏侧边栏\n点开以后右边会出现一个工具区域\n里面可以看到审阅\n中端\n浏览器\n文件和侧边任务\n审阅主要是用来查看Codex\n修改了哪些内容\n后面讲代码审查的时候\n我们还会回来仔细看它\n终端就是刚才我们介绍的这个命令窗口\n浏览器主要用于打开和检查\n我们制作的网页或者是应用界面\n比如说按钮能不能点击\n页面显示是否正常\n都可以在这里查看\n文件是用来浏览当前项目里的文件和文件夹\n在Codex工作的时候会生成很多的文件\n即便我们看不懂代码\n也可以通过这里大概的了解\nCodex它创建了哪些东西\n侧边任务则用来查看主任务之外正在处理的辅助任务\n刚开始使用的时候我们不用着急去研究它\n等以后任务变多\n需要同时处理几件事情的时候再回来了解它\n所以这几个按钮没有大家想象的那么复杂\n它主要是帮我们整理我们的界面\n摘要负责回顾\n底部面板负责显示终端\n侧边任务栏负责集中查看\n审阅终端浏览器文件和其他任务\nCodex的文件改动\nDiff代码审查和测试\nCodex每完成一个任务\n我们都可以打开右侧边栏里的审阅\n在审阅面板里看到这些红色和绿色的对照\n就是大家经常听到的Diff\n它没有那么的神秘\n我们可以把它理解成Word里面的修订记录\n红色呢通常表示它删掉了什么\n绿色则通常表示增加了什么\n即便完全看不到代码\n也可以先看两个很直观的地方\n我们可以先看文件名\n我们如果只是要求修改了一个按钮\n它改了一个相关的文件呢\n还是突然动了十几个文件\n然后大概看一下改动量\n这里我们不需要逐行的去研究\n只需要观察红色和绿色多不多\n如果是一个很小的要求\n却出现了大面积的修改\n这个时候我们就需要考虑一下\n是不是改了太多了\n比如我们只说三个下拉框没有对齐\n结果页面的颜色布局和按钮的样式也一起变了\n虽然页面可能还能打开\n但他已经顺手修改了我们没有要求他动的东西\n我們就需要考慮一下是不是改的太多了。比如我們只說三個下拉框沒有對齊,結果頁面的顏色布局和暗有的樣式也一起變了。雖然頁面可能還能打開,但它已經順手修改了我們沒有要求它動的東西。這種情況我們不要直接接受,也不用自己印著頭皮改代碼。我們可以回到對話框裡告訴Codex。這次任務只需要解決三個下拉框沒有對齊的問題。請保留原來的顏色、布局和交互,不要修改其他\n并尽量缩小改动范围\n等修改完成以后\n我们再回到实验面板看一眼\n如果这次修改比较重要\n或者是改动的文件比较多\n还可以让Codex再做一次代码审查\n可以直接告诉他\n请审查当前的修改\n检查有没有明显错误\n安全风险或者遗漏\n暂时不要修改文件\n先把发现的问题解释给我听\n代码审查呢\n就有点像请另一位同事过来看一眼\n这个功能虽然已经做出来了\n但是又没有我忽略的问题\n所以大家只需要记住这个区别\n审阅面板里的Diff\n告诉我们Codex改了什么\n代码审查帮助我们继续判断\n这些修改有没有明显的问题\n关于Codex的一些进阶能力\n后面制作产品会反复用到的核心能力\n我们已经认识的差不多了\n大家可能还会在Codex的界面设置\n或者其他的教程里\n看到比如说\nAgent.md\nMCP\nWorktree\nCli这些名字\n这些呢就属于Codex的进届能力\n不是今天必须全部学会的新手清单\n这里我先有几分钟来告诉大家\n他们大概非别解决什么问题\n以后真的遇到了对应的需求\n再深入学习\n我们先看Agence.md\n它本质呢是一个放在项目里的说明文件\n比如说一个项目要求所有的回答使用中文\n不能覆盖原始文件\n每次修改完成后都要进行检查\n这些都是一些需要长期遵守的规则\n就可以写进agents.md\n这样大家每次开始新任务的时候\n就不需要把相同的要求重新复制\n告诉Codex一遍\nCodex进入这个项目以后\n它就会读取这里面的规则\n大家就可以把它理解成为\n这是写给Codex看的项目说明书\nMCP解决的是连接外部工具和数据的问题\nCodex本身可以读取项目文件\n运行命令\n但如果希望它访问数据库\n内部系统或者是某个专门的服务\n就可能需要通过MCP去建立连接\n它有点像一个统一的接口\n让Codex知道怎样和外部工具去交流\n理人基础阶段呢\n就先不用去研究它的配置\n只需要知道以后看到\n给Codex连接更多的工具\n背后呢就经常会出现MCP\n多Agent比较容易从名字去理解\n当一个任务很搭的时候\n可以把研究制作和检查\n拆分给不同的Agent分别处理\n再由主任务去汇总总结果\n不过多个agent不代表结果一定会自动变好\n如果是任务本身很简单的时候\n一个agent反而更清楚\n只有工作确实可以拆开\n而且不同部分能够相对独立进行时\n多agent才真正的有价值\nwork tree也就是工作\n数则是为了避免多个任务互相干扰\n比如说同一个项目里\n一个任务正在修改界面\n另一个任务同时修复文件处理逻辑\n如果他们都直接修改同一份文件\n就容易互相覆盖\n那Worktree可以为任务建立相对独立的工作区\n让他们先分别完成\n再决定怎样合并\n所以大家今天先知道\n它是把不同修改暂时隔开的工具就可以了\n剩下的Cli\nIde\nCloud和Remote\n主要是在回答另一个问题\n我们可以在哪里使用Codex\n那现在演示的时候使用的是桌面APP\nCLI是运行在终端里的Codex\n它更适合已经习惯命令行的人\nID1版本会出现在代码编辑器旁边\n方便一边看代码一边和Codex交流\nCloud是让任务在云端环境里运行\n适合连接代码仓库\n或者把工作交给远程环境去处理\nRemote则可以让我们从手机\n或者其他已经授权的设备\n继续查看和管理连接电脑上的任务\n如果项目本来就已经在远程主机上市\n也可以连接远程环境\n现在Codex可以连接手机操作\n非常方便\n屏幕上的这些进阶名词\n现在不需要记住具体操作\n只要留下一个大概印象\nAgent.imd负责保存项目规则\nMCP负责连接工具\nDoor Agent和Worktree是帮助处理更复杂的任务\n而Cli IDE Cloud和Remote\n只是不同的使用环境\n好前面的基础理论部分\n我们先讲到这里\n如果你现在还是搞不清楚哪个功能在哪\n或者是觉得还是有些抽象\n这完全正常\n接下来我们把它放到一个真实的项目里\n你对这些功能就有了更具体的了解\n好 下面我们进入实战环节\n选第一个实战案例的时候\n我不太想为了证明AI很厉害\n专门做一个画面很热闹\n看起来很厉害\n但实用性不强的东西\n我更希望这次做出来的产品\n真正能够进入到某一个人的工作流程\n所以我选的案例是\n素材批量命名助手\n如果你是内容创作者\n或者电商从业者\n拍过视频\n做过剪辑\n整理过商品图片\n或者是课程素材\n应该对这种场面不陌生\nImage 8392\n屏幕录制20267月18日\n最终版\n最终版2\n真的最终版\n文件少的时候\n还能明显靠记忆\n但是素材一多\n光是找对版本\n你就已经很消耗耐心了\n所以我们今天要做的这个APP\n它可以把视频\n图片 录屏和音频添加进去\n再按照项目的名称\n续号 素材类型和可选标签\n一键批量生成整齐的新名称\n而且改名之前可以先预览\n发现重名或者非法字符的时候会提醒\n执行之前还有完整确认\n改完以后保留操作记录\n如果真的改错了\n还能撤销最近一次的操作\n它虽然只是一个小工具\n但它能解决一个真实具体\n而且很多人会反复遇到的问题\n那么对于第一堂零基础的实战课来讲\n我觉得这比做一个只能摆在那里看的页面更有意义\n现在我们正式开始\n会用最简单最容易理解的方式去跟大家讲\n大家看了之后肯定会觉得没想到它那么简单\n那第一步就是新建一个项目\n我们就把它命名为素材批量命名助手\n然后我们可以跟Codex说\n我现在希望你帮我做一个素材批量命名助手\n但是我目前只有这么一个模糊的想法\n我还没有想好\n你能帮我构思一下这个APP\n哦对了\n我要做的是一个桌面板APP\n目前我用的是一台MacBook\n那你告诉我\n这个app大概是需要什么功能\n然后我有哪些需要注意的地方\n你先跟我说一下\n我跟你讨论一下\n还有什么需要我一起决定的\n你也跟我说出来\n用语音输入法去跟它沟通\n真的特别方便\n很多人他们都会说\n我们在和Codex沟通的时候\n要给它一个身份\n比如说你是一个非常有经验的产品经理\n或者说你是一个非常有经验的产品开发\n但实际上这个5.6这个模型\n我自己的体感是\n你已经不需要跟他说那些背景了\n他自己就知道他需要站在一个什么样的角色上\n然后为我们思考\n尤其是装了一些skill\n像这个superpowers这个skill\n他在自动识别套用这个skill的时候\n就已经给自己设定了一个非常优秀的产品开发和产品\n常用模板\n还有可以查询的操作记录\n包括一键撤销\n后续可以扩展的一些功能\n然后我们回答他给我们提出来的问题\n比如说我们最想解决的是哪种真实的场景\n那对于我个人来讲\n我需要解决的是A\n但其实我们也可以\n做一个适合多种人群的通用工具\n那我们就说A\n用语音输入法\n主要是自媒体和电商\n我主要想面向这两方面的用户\n然后我们再看\n他会给我们一个什么样的回复\n可以看到他给我们的这个定位\n就收敛成了\n面向自媒体和电商从业者\n把大量杂乱的图片\n视频快速变成规范\n可搜索可交付的素材名章\n包括他分析了下这两类用户\n共同的需求\n这个共同的需求\n其实也就是我们产品的功能\n包括他们有各自的专属的规则\n这意味着我们的这个APP\n以后可以内置两套入口\n第一版我觉得不用做的这么复杂\n那我们就把我们关于这个产品的想法\n也实时的告诉他\n第一版我觉得做的不用这么复杂\n只要一个入口就行了\n电商素材和自媒体素材用同一个入口\n如果以后我要再升级我的这个产品的话\n我再设置两套入口\n然后他向我抛出来了一个问题\n最重要的是弄清楚用户希望APP\n如何理解文件\n那我就把我刚才展示给大家的我\n这个文艺夹里面\n我的这些素材有的叫image7826\n有的叫最终版\n有的叫最终版的最终版\n那我希望你最后给我编程的名字\n就是以这个素材\n它的拍摄时间为顺序\n去给我从第一一直列到最后\n然后根据这个素材\n它的使用场景\n再去给我做一些分类\n另外还有其他的\n你认为可以给我做的一些\n分类和标签\n你都给我添加起来\n但是不要给我添加太多\n只给我一些比较通用的必要的就好\n那在等待他给我们回复的这个间隙\n我们看一下\n在做这个产品的时候\n用的是什么模型\n现在是7月22日\n目前是更新到了\nGPT5.6这个模型\n那这里有5.6\nSoul\nTerra\nLuna\n还有5.5\n5.4\n5.4\nmini\n和5.3\nSpark\n它们具体是什么区别呢\n目前5.6\nSoul\n这个模型\n它是旗舰模型\n它适合的是\n复杂的开发架构\n一难bug\n高风险\n上线\n深度研究\n这张表里面\n它的编程能力\n可以看出来\nSoul\n它整体\n是非常明显的\n强于5.5的\nTerra\n它整体高于\n或者是接近5.5\nLUNA呢\n它在部分代码修改测试中\n是超过5.5\n但是在复杂的中端工作流中\n是略逊于5.5的\n所以LUNA呢\n它更适合边界清楚的执行\n快速试错或者小逻辑的调整\n其实用5.3 Spark\n也是可以的\n它的优点就是快\n真的很快\n5.4 Mini\n它也是比较便宜快速\n但是如果是复杂的工作\n还是交给5.6来处理\n那做这个演示的时候\n我希望它能质量稍微高一点\n速度也稍微快一点\n因为我要给大家录视频嘛\n所以我就选了推理强度\n即高和速度快速\n它是1.5倍的速度\n但是它用量更多\n那我们给Codex的建议\n它已经反馈回来了\n它说它也同意第一版\n只做一个入口\n最合理\n我们就不区分电商和自媒体了\n他理解的一个核心流程\n把素材拖进来\n读取拍摄时间并排序\n从001开始编号\n自动识别少量的分类和标签\n预览确认改名\n然后还有一个比较重要的边界\n是第一版建议指重命名\n不自动移动文件\n这样更安全\n我觉得这个也是合理的\n他现在需要我们决定的是\n分了个标签最后放在哪里\n我们可以选\nA就是自动写到文件名\nB是自动创建\n分了文件夹\n或者是\n多能使用\n也就是在我们的APP里\n再多一个功能\n但其实第一版\n功能不需要做那么多\n我们就把这个标签\n直接写到文件名里\n我选择A\n我们先跟他\n把这个问题确定下来\n他在这里又给我们提了一个建议\n说增加一个批次主题\n因为如果每批都是叫001\n不同项目放在一起就很容易重名\n我选择A\n你说的这个我的理解是\n在我把素材拖进去之后\n重命名之前\n我可以在APP界面上输入一个主题词\n然后这个主题词\n它会批量出现在\n我重命名的这些文件里\n我的理解对吗\n在后面写代码的时候\n我们需要跟Codex说清楚\n有哪些是一定要改\n哪些是一定不能碰的\n但是在前面我们讨论需求的时候\n你就想怎么说就怎么说\n有语法错误也没有什么问题\n只要你把你的想法表达清楚就可以\n他给我回复说理解的是正确的\n接下来需要确认一个影响比较大的问题\n商品人物场景特写这些标签\n我希望APP是自动分析画面\n同时允许我在确认前手动修改标签\n我不希望他在自动分析画面\n我直接手动修改标签就行了\n因为也不是什么很复杂的事情\n所以我直接根据文件类型\n尺寸横竖方向\n添加简单的标签就可以了\n所以我选B\n他自动\n没有关系\n他明白我在说什么\n他说选B很合理\n而且更符合第一版\n简单稳定好用的目标\n对\n这个稳定其实也很重要\n自动分析画面\n它能不能稳定的识别出正确的画面\n正确的类型\n我也不能很确定\n我觉得他问我问题问的太慢了\n我希望他能快一点回来\n快点问\n快问快答吧\n这一个一个到什么时候\n下个问题是尺寸怎么表示\n可以\n我觉得可以选A\n另外你能不能把一些问题\n全部都给我说出来\n你不要这样一个一个的问\n我觉得很耽误时间\n只要是这个问题的答案\n不会影响到其他的选项的逻辑\n那你就把这些问题全部都抛给我\n另外把这些推荐也都告诉我\n就是你的推荐答案\n你也告诉我\n我会最后回复你\n是不是全部按你的推荐来\n或者是哪个单独的我要修改\n我讨厌磨磨叽叽的\n可以这样更高效\n只要这些问题之间互相不依赖\n它就会一次性的给我列出来\n目前已经确定的设计\n它写在这里\n然后剩余的决策\n可以\n图片和视频如何编号\n图片和视频放在一起按时间统一编号\n也可以\n下面我就自己大概看一下\n就不一一的给它加列了\n好的好的\n全部按你推荐的\n来\n好的\n然后它给我反馈\n给了我三个产品方向\n第一个是单窗口固定规则及时预览\n也就是拖入素材\n同一个窗口收入主题\n马上就可以看到新闻件名\n第二个是分布就向到\n多了一个检查排序的这么一个过程\n第三个是专业规则编辑起\n可以自由组合这些字段\n目前我觉得不需要\n像方向三一样这么复杂\n但是第一个方向一又太简单了\n我还是希望它有一些什么功能呢\n就是排除非法字符\n排除重命名等\n这样一些安全检查的这个步骤\n我觉得这个是不能少的\n所以我要再跟大家提一下\n我同意你说的这个方向一\n但是我希望多一个安全检查\n这个步骤\n也就是查一下是否有重命名\n是否有非法字符\n等等一系列\n这些问题\n你把这一步再给我加进去\n另外关于UI的配色\n我还是希望能再跟你讨论一下\n你刚才说的那个太简单了\n你再给我三个方案\n我来对比选择一下\n最近我发现它的一个新功能\n在7月上旬用的时候\n还没有这个功能\n它可以直接在Codex的浏览器里面\n几个配色在右边这边展示出来\n这样就比较直观\n给了我三个方案\n雾蓝青绿暖纱工作室和石墨电光蓝\n它的建议是A\n我觉得A的工具感也比较强\n我给大家演示的之前我做的产品\n是一个偏暖色的方案\n现在我们在做工具气质更强一点的\n我选A\n那我们现在这个产品的视觉方向就定下来了\n它是一个浅雾蓝背景白色工作区\n轻绿色主操作与成功状态\n减高和错误另外使用琥珀色红色\n安全检查状态加入了进去\n我们看一下它的视觉效果\n可以执行返回修改\n开始重命名\n可以\n可以\n现在它更新了视觉页\n说展示了三个关键状态\n我们再打开看一下\n这是检查被阻止\n重命名成功和撤销完成的三个状态\n都可以\n在它思考了一段时间之后\n给了我们一整套完整的产品设计方案\n有产品边界\n完整的操作流程\n安全检查范围\n内部构成\n也就是功能上的六个模块\n执行和吃销的原则\n视觉规范\n第一版验收的重点\n我在这里演示就稍微快一点\n大家在自己做项目的时候\n还是要更深入\n更详细的和大家去讨论一下\n如果哪里你觉得不符合你的预期\n你就直接和它提出来\n包括验收重点\n你要再多提一些\n这里我就不再过多的去对它进行要求了\n那我们就确认完整设计\n我们等待它整理成一个正式的设计文档\n然后我们最后再审议一次\n它应该就会进入开发阶段了\n那我们在这里再复习一下\n这里我们有加号\n绿色的加号339\n红色的减号\n这就是Dev\n我们加\n就说明他在写东西\n在输入东西\n减\n因为目前我们没有进行一些修改\n基本上都是新设新增的一些内容\n所以他没有删掉的一些\n比如说我们要把一个红色按钮\n改成一个绿色按钮\n那这个红色部分也会显示\n他会删减一些代码\n那我们现在看一下\n它给我们交付的第一版产品设计文档\n这是一个MD格式的文件\n我们直接在右边看\n包括产品概述\n目标用户与问题\n产品原则\n第一版的功能范围\n命名规则\n用户流程\n视觉与交互设计\n系统结构\n数据与隐私\n错误处理\n验收与测试\n风险与应对和后续可能的方向\n看了这个产品设计文档\n没什么问题的话\n我们就回复它文档通过\n制定详细的实施计划吧\n这里可以看到\n它自动使用了一个\nSuperpowers里面的\n制定开发计划的一个skill\n所以其实\n这并不是我和Codex之间的交流太随意\n而是目前GPT 5.6 Soul的这个模型\n它的聪明程度完全可以理解\n我与它之间这么轻松随意的沟通中\n表达出来的我对这个产品的要求\n和这个产品它的内核\n我觉得可以这样理解\n就是我只要把我的想法告诉它\n它会通过一系列的追问\n以及补充去帮我把这个产品丰富成8到9分\n包括是如果你的系统环境缺了一些依赖\n它会自动帮你安装\n或者是选择绕过这个依赖\n用其他的方法去解决问题\n它都会自己去进行这方面的思考\n比如说在这里\n它发现我的环境里没有完整的Xcode\n但是我装了这个Swift 5.10\n它就规划了另外一个能实现的路径\n但实际上说实话\nSwift UI Swift Package\n我确实也不知道有什么东西\n但是这都没有关系\n你不懂代码这个事情\n在Codex眼里它一点都不是问题\n经过15分钟的等待\n它现在是已经把详细的实施计划\n给我们做出来了\n这个计划里面包括了13个任务\n覆盖原数据读取\n命名安全检查事物改命\n跨重启撤销\n完整UI和3000项性能测试\n這個3000項其實就是我們最多能給他約3000個受支持素材的導入和本機的APP打包。\n那他给我们执行方式推荐了两种\n一种是子代理逐任务开发\n也就是这每个任务他独立实施\n然后相当于他同时进行\n然后第二个任务是当前任务内连续开发\n他在这里按批次的执行\n所以我觉得我们可以选第一个\n因为这十三个任务之间没有非常明显的\n互相逻辑上有牵绊的这么一种情况\n当时\n现在我们就可以看到\n他使用了Superpowers里面的Using Gateworktrees\n我们前面学到的这些理论上的东西\n在这里就可以看到了\n他建立了一个隔离的工作区\n互相之间不会污染其他任务的进度\n在直线之前\n他又给我们提出了两个问题\n让我们确认一下\n第一个是是否同意他创建隔离工作区\n我们肯定是同意的\n第二个是因为我的电脑上没有完整的Xcode\n他说让我通过app store安装手次打开\n或者是这个还是要安装的\n可是我不想自己安装\n我让他手动帮我安装\n我同意你建立工作区\n但是我希望你帮我装Xcode\n我不想自己装\n你帮我装就行了\n自从有了codex之后\n真的是越来越懒了\n很多事情我都会先问他一句\n你能帮我做吗\n如果是你能帮我做你就帮我做\n我就不自己动手了\n如果是你实在没法帮我做的\n我才会自己去做\n所以我觉得大家也可以养成这样一个习惯\n有什么工作可以先问他一句\n你能替我做吗\n因为我们使用AI最终的这个目的\n还是要Agent化\n自动化\n能让他帮我们做的工作\n我们就一点都不多做\n那这里我们就先试一下\nXcode它能帮我装好呢\n还可以在这里去复习一下我们学的引导\n就是追问引导这个功能\n比如说你帮我装Xcode会不会浪费我的很多token\n其实我知道答案\n它不会浪费我们很多的token的\n软件或者是依赖的下载\n它和我们的token消耗量是没有什么关系的\n它不属于这种输出的部分\n但是我们还是问它一下吧\n它回答我们说\n不会明显的浪费Token\n真正的成本是网络流量\n所以我们刚才问的这个问题\n它在回答我们这个问题的同时\n它手里的工作并没有停\n只是把我们问它的这个问题\n给我们顺便回复了一下\n然后它又对我们进行了一些安抚啊\n说这个下载到了16%左右\n消耗的是时间\n不会按照等待时长大量消耗token\n让我们放心\n刚刚我让Codex帮我安装了Xcode\n确实就是它自动帮我安装好了\n中间我登录了一下\n我的App Store的账号\n其他的都是它帮我完成的\n那现在它已经开始\n同时进行着13个任务\n我们再等一会儿\n我准备出面拿个快递\n这个任务它跑了两个小时\n4分钟25秒\n现在是123456\n任务都已经完成\n并且通过审查了\n任务7的事物共同测试通过了\n但是审查的时候发现\n缺少稳定身份的恢复记录\n然后Codex给了我们一个建议\n调整这个事物模型\n他认为这是属于安全架构的调整\n所以他停下来问了我一下\n同意\n然后我们再继续等待\n现在任务期的事物模型调整了之后\n这个任务继续\n继续已经进行了两个小时零五分钟了\n其实他每一步都做得非常细\n这个架构完成之后\n都会再进行测试\n他要写测试\n然后测试如果出现不通过的地方\n它要再进行修复\n修复完之后再进行测试\n这能够保证我们的产品更加的稳定\n更加完整\n但有时候这个模型\n它有可能也会想的太多\n而且这个工具\n其实它相对还是一个比较轻量的工作\n所以在它做到了第九个任务的时候\n我跟它追加了\n让它少做一点测试\n我希望能尽快出产品\n这个冒烟测试我可以自己去做\n然后他就说明白\n从现在开始切到尽快可以出产品的模式\n不再反复的扩充边界测试\n也不会每轮都跑全量套件\n保留安全核心的最小聚焦测试和一次构建检查\n在UI完成之后尽快给我一个可以双击的APP\n以我本人去做这个冒烟测试\n现在有的178项测试它不会删除\n只是不会在每一步的重复跑\n给它吹加这句之后明显的速度快了很多\n应该是快要完成了\n再稍微等一等\n好的\n那我们第一版App就已经出来了\n我们现在要对它进行一个冒烟测试\n什么是冒烟测试呢\n它的来源是说早年这个电路板\n它在维修的时候\n我们就给它通个电\n先看看它会不会冒烟\n会不会烧毁\n所以其实它就是一个非常极简\n非常基础的测试\n就只是验证最核心必用的功能\n它能不能跑通\n所以针对于这个素材命名助手的APP\n我们做冒烟测试\n也就是下面这几步\n把素材或者文件夹拖进去\n输入主题词\n然后进入安全检查\n执行重命名\n测试一下撤销历史记录和重新打开APP\n那我们就试一下\n首先这几个图是成功的打开了\n然后在这里输入批次主题\n比如说教程示例\n我们在这里就能看到新闻件名\n就统一都把教程式例这个主题丝给填了进去\n现在进行一下安全检查\n这里没有出现违规的地方\n所以它就直接显示可以开始重命名\n那在右下角点击开始重命名\n这里显示重命名完成\n我们再放大理名查看一下\n可以看到确实是已经\n把名字都改好了\n那我们现在再撤销一下\n看看能不能返回\n撤销本次重命名\n检查并撤销\n这里显示\n這裡顯示撤銷完成。確實是又回到了之前的狀態。\n這說明它撤銷的這個功能也是可以的。我們再開始新的批次。\n好,把它關掉。重新打開。還是可以的。\n当然目前这个产品它只是在功能上跑通了\n它并不是一款非常完美的产品\n比如说可能你对它的一些按键的位置不是很满意\n像右下角的这个进入安全检查\n我们觉得它可能太不显眼了\n我们想把它往上挪一挪\n或者是这里的安全检查下面这几个按钮\n我们觉得它位置太靠下了\n这样整个画面不均衡\n或者是这些字体\n我们觉得它比较小\n这些都可以跟Codex说\n还有这些位置\n比如说你想把它们整体的向上挪一点\n另外在Codex完成这个APP的同时\n我们可以让它给我们出一个实用说明\n比如说这里\n它给了我们一个readmeMD的文件\n相当于一个产品的说明书\n但是我们平常看MD文件\n电文件不是很方便\n所以你可以跟他说\n说明再给我一份PDF格式的\n然后他处理了3分44秒\n就把这个PDF格式的文件做好了\n发给我们\n那么这整个过程大概就是这个样子\n好\n到这里\n我们真的从一个括文文件夹\n做成了一个可以使用的素材批量命名注射\n最后还是想说\n如果你是灵基础\n不用强迫自己去记住\n今天我们学到和用到的每一个案件和命令\n真正值得学习的是我们处理问题的方法\n学会怎么样跟Codex把问题讲清楚\n发现不对\n怎么样去跟Codex反馈\n以及最后怎样去验收Codex给我们的成果\n其实在这个时代\n我们最需要学会的能力就是\n成为AI的老板\n学会指挥他去干活\n如果你跟着课程走到了最后\n也欢迎你在评论区里告诉我\n你在哪里做得比较顺利\n又在哪里卡住\n这将有助于我\n把我的这个课程修改得更好\n你也可以在当前的这个版本中\n增加更多你想要的功能\n但是我个人是建议\n在真实的使用了一段时间之后\n再去考虑\n是不是要增加一些\n类似于搜索复制\nAI自动识别等等\n这样一些功能\n因为一个好的产品的需求和功能迭代\n往往是在真实的使用过程中发现的\n我是森成冲\n以后我会继续公开记录\n自己是如何用Codex和Agent\n去建立自己的一人公司工作系统的\n也会继续把这些看起来有点技术难度的工具\n用普通人能够理解的方式去分享\n我们下期见",
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      "text": "大家好,我是孫重重。歡迎大家來到這個Codex教程。",
      "chunk": 0,
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      "text": "最近Codex活到不行。7月9號GPT5.6發布以後,它在處理這些複雜任務、知識工作、設計和電腦操作這些方面的能力又往前邁了一步。",
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      "text": "我個人認為它就是當下我們最需要掌握的AI工具。",
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      "text": "因為它並不只是適合寫代碼,它是真正能夠在工作環境中去處理文檔、表格、數據分析、工作流自動化",
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      "start": 29.0,
      "end": 30.76,
      "text": "以及直接制作出来产品",
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      "start": 30.76,
      "end": 33.28,
      "text": "而且它在技术上的门槛并不高",
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      "start": 33.28,
      "end": 35.98,
      "text": "哪怕是你之前没有写过任何一行代码",
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      "start": 35.98,
      "end": 38.8,
      "text": "甚至是当你看到终端上的那一行行英文",
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      "start": 38.8,
      "end": 39.64,
      "text": "想把电脑合上",
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      "start": 39.64,
      "end": 40.74,
      "text": "这也没有关系",
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      "start": 40.74,
      "end": 43.72,
      "text": "这条视频就是从零开始教你怎么使用Codex",
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      "start": 43.72,
      "end": 46.64,
      "text": "我不会莫认为你已经知道什么叫框架",
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      "start": 46.64,
      "end": 47.3,
      "text": "依赖",
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      "start": 47.3,
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      "text": "Gate",
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      "start": 47.9,
      "end": 50.44,
      "text": "进程等等这些名词是什么意思",
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      "start": 50.44,
      "end": 51.64,
      "text": "遇到这些词的时候",
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      "start": 51.64,
      "end": 54.12,
      "text": "我们先看一眼它在这里到底是什么用",
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    {
      "start": 54.12,
      "end": 55.58,
      "text": "然后再做进一步的解释",
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      "start": 55.58,
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      "text": "那这堂课我会先从Codex",
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      "start": 57.58,
      "end": 59.38,
      "text": "它到底是什么东西开始讲起",
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      "start": 59.38,
      "end": 62.64,
      "text": "然后项目任务模型推理强度",
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    {
      "start": 62.64,
      "end": 64.78,
      "text": "权限计划目标终端",
      "chunk": 0,
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    {
      "start": 64.78,
      "end": 66.46,
      "text": "DIF代码审查",
      "chunk": 0,
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    {
      "start": 66.46,
      "end": 68.82,
      "text": "这些听起来有点陌生神秘的名词",
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      "start": 68.82,
      "end": 70.9,
      "text": "我都会把它放到具体操作里",
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    {
      "start": 70.9,
      "end": 72.92,
      "text": "用普通人能听明白的话语",
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      "no_speech_prob": 2.851179015106453e-11,
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    {
      "start": 72.92,
      "end": 74.1,
      "text": "去把它讲解清楚",
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    {
      "start": 74.1,
      "end": 75.76,
      "text": "那理论讲完以后",
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    {
      "start": 75.76,
      "end": 78.12,
      "text": "我会带着大家一起做一个案例实战",
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      "start": 78.12,
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      "text": "从一个控网键夹开始",
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    {
      "start": 80.22,
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      "text": "做出一个专面版APP",
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    {
      "start": 81.9,
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      "text": "素材批量命名助手",
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      "start": 83.64,
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      "text": "它是一个对内容创作者和电商从业者",
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      "start": 86.56,
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      "text": "都很实用的工具",
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      "start": 87.62,
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      "text": "它可以把你选中的",
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    {
      "start": 89.14,
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      "text": "录屏 视频 图片和音频文件",
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    {
      "start": 91.82,
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      "text": "导入进来",
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      "start": 92.62,
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      "text": "批量选中",
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    {
      "start": 93.6,
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      "text": "按照项目名称 序号 素材类型",
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    {
      "start": 96.76,
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      "text": "和可选标签",
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    {
      "start": 98.04,
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      "text": "实时生成一套统一的新名称",
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      "start": 100.52,
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      "text": "而且在真正批量改文件之前",
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    {
      "start": 103.64,
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      "text": "还可以完整看到",
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    },
    {
      "start": 104.78,
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      "text": "旧名称 新名称和风险",
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    {
      "start": 106.38,
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      "text": "它会保护扩展名",
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    {
      "start": 108.2,
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      "text": "检查 筹名 非法字符",
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    {
      "start": 110.1,
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      "text": "文件占用和目标冲突",
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    {
      "start": 112.06,
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      "text": "在执行之前",
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    {
      "start": 113.16,
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      "text": "也会给你一页完整的确认",
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    {
      "start": 115.2,
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      "text": "执行以后",
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    {
      "start": 116.14,
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      "text": "可以查询操作记录",
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    {
      "start": 117.54,
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      "text": "还可以安全撤销最近一次任务",
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    {
      "start": 119.94,
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      "text": "没错看完这条视频",
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    {
      "start": 121.46,
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      "text": "你就可以跟着做出一版非常接近的产品",
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    {
      "start": 124.22,
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      "text": "不过边界也要说清楚",
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    {
      "start": 125.98,
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      "text": "每一步操作",
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    {
      "start": 127.18,
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      "text": "每一条提示词和每一个工作成果要如何验收",
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      "start": 130.58,
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      "text": "我都会放到视频里",
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    {
      "start": 132.06,
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      "text": "但是我不能替你看屏幕",
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    {
      "start": 133.86,
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      "text": "如果你的结果和我操作的不一样的话",
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    {
      "start": 136.98,
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      "text": "先别跳过去",
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      "start": 138.42,
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      "text": "把你的结果截图发给Codex",
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      "start": 140.9,
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      "text": "让它去进行诊断",
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      "start": 142.1,
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      "text": "这其实比复这一段永远不会出错的报告更有意义",
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      "start": 145.42,
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      "text": "因为在真实做项目的时候",
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      "start": 147.0,
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      "text": "我们的电脑和AI偶尔会有自己的想法",
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      "start": 150.12,
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      "text": "这是没有办法完全避免的",
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    {
      "start": 152.58,
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      "text": "好 下面的内容我们分为两部分",
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    {
      "start": 154.82,
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      "text": "理论片和实践片",
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      "text": "理论片听起来可能会有点枯燥",
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      "start": 161.92,
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      "text": "实践片就是从零开始制作出来刚才展示出的那个中原APP",
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      "text": "好 那我们现在正式开始Codex的理论片",
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      "text": "首先是Codex到底是什么",
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      "start": 171.42,
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      "text": "我们可以先把它简单理解成一个",
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      "start": 173.88,
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      "text": "能在实际工作环境里",
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      "text": "动手的AI助手",
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      "text": "普通聊天工具",
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      "start": 178.44,
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      "text": "它最擅长的是",
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    {
      "start": 179.34,
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      "text": "在对话框里给你答案",
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      "start": 180.62,
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      "text": "但Codex除了回答",
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      "start": 182.3,
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      "text": "还可以在你允许的范围内",
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      "start": 184.12,
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      "text": "查看项目文件",
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    {
      "start": 185.58,
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      "text": "创建和修改内容",
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      "start": 187.08,
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      "text": "运行终端命令",
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      "text": "启动程序",
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      "start": 189.44,
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      "text": "打开网页",
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      "start": 195.34,
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      "text": "和普通聊天相比",
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      "text": "他的行为不再只停留在对话框里",
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      "text": "以后再看到复杂的功能",
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      "text": "还是验证结果呢",
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      "text": "Codex适合什么人",
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      "text": "修bug",
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      "start": 256.8,
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      "text": "做代码审查",
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      "text": "但如果你是内容创作者",
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      "text": "产品经理",
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      "text": "设计师",
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      "start": 261.42,
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      "text": "业人公司研究人员或者是普通的办公用户",
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      "text": "你也可以让他做网页",
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      "text": "整理本地资料",
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      "text": "批量处理文件",
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      "text": "生成文档",
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      "text": "分析表格",
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      "text": "制作演示文稿",
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      "start": 272.48,
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      "text": "或者是把一个重复流程变成小工具",
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      "start": 274.86,
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      "text": "对普通用户来说",
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      "start": 276.34,
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      "text": "更实际的门槛是",
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    {
      "start": 277.58,
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      "text": "能不能把下面几件事情说清楚",
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      "text": "我想解决谁的问题",
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    {
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      "text": "哪些内容必须保留",
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    {
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      "text": "哪些动作不能做",
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    {
      "start": 285.18,
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      "text": "最后我要怎样确认他真的完成了",
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    {
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      "text": "也是一个验收的过程",
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      "text": "当然Codex也有不适合直接放手做的事情",
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    {
      "start": 292.36,
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      "text": "涉及到真实付款",
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    {
      "start": 293.86,
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      "text": "公开发布",
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    },
    {
      "start": 294.74,
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      "text": "批量删除",
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    {
      "start": 295.62,
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      "text": "生产数据库",
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    {
      "start": 296.68,
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      "text": "密码密钥",
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    },
    {
      "start": 297.84,
      "end": 298.9,
      "text": "中药合同",
      "chunk": 0,
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    },
    {
      "start": 298.9,
      "end": 301.38,
      "text": "或者是可能影响到别人的外部操作",
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    {
      "start": 301.38,
      "end": 303.36,
      "text": "都要非常慎重的把任务交给他",
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    {
      "start": 303.36,
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      "text": "Codex可以把你的执行力放大",
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    {
      "start": 305.3,
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      "text": "但判断责任还是要放在你这里",
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    {
      "start": 307.36,
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      "text": "安装登录以及本次演示",
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    {
      "start": 309.32,
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      "text": "为什么要以MacOS为主线",
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    {
      "start": 311.24,
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      "text": "安装的话",
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    {
      "start": 311.9,
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      "text": "只要网络环境没有问题",
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    },
    {
      "start": 313.4,
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      "text": "直接从OpenAI的官方入口下载",
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      "start": 316.06,
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      "text": "专门App就可以了",
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      "start": 317.64,
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      "text": "现在Codex已经和ChatGPT合并了",
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      "text": "这个专门APP也叫ChatGPT",
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      "start": 322.76,
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      "text": "按照系统提示安装",
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      "start": 324.46,
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      "text": "然后使用你的ChatGPT的账号登录就可以了",
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    {
      "start": 327.88,
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      "text": "您看到的具体按键的位置",
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      "start": 330.02,
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      "text": "套餐和额度说明",
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    {
      "start": 331.7,
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      "text": "可能会随着版本变化而不同",
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    {
      "start": 334.24,
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      "text": "我是在7月22日录制的视频",
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      "start": 337.38,
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      "text": "使用的是目前的版本",
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    {
      "start": 338.88,
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      "text": "如果你以后看到的名字略有不同也没有问题",
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      "start": 341.86,
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      "text": "这次演示会以MacOS作为主线",
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    {
      "start": 344.32,
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      "text": "以我目前的使用体验",
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      "start": 346.12,
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      "text": "Codex和MacOS的整套工作流程配合得很好",
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      "start": 349.82,
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      "text": "不过这不等于Windows用户不能用",
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      "start": 352.12,
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      "text": "桌面App的核心工作方式在两个系统上都成立",
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      "start": 356.6,
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      "text": "第一次看Codex界面先了解功能区",
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      "text": "第一次打开Codex",
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      "start": 361.32,
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      "text": "很多人可能会从左上角开始",
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      "start": 363.52,
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      "text": "试图把每个按钮都记住",
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      "start": 365.74,
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      "text": "但其实界面经常更新",
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      "text": "按钮的位置也经常变化",
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      "start": 370.16,
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      "text": "我们可以先了解各个功能区",
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      "start": 372.24,
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      "text": "左边通常是你的项目和任务记录",
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      "start": 375.2,
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      "text": "你可以把它理解成办公楼的楼层和房间",
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      "start": 378.06,
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      "text": "中间是当前任务发生的地方",
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      "start": 380.48,
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      "text": "Codex的回复",
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    {
      "start": 381.98,
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      "text": "执行过程",
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    {
      "start": 383.14,
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      "text": "权限请求",
      "chunk": 0,
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    {
      "start": 384.34,
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      "text": "测试结果",
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    {
      "start": 385.1,
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      "text": "主要都会在这里出现",
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      "start": 386.76,
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      "text": "下面是输入区",
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      "start": 388.26,
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      "text": "你可以在这里布置任务",
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    {
      "start": 389.94,
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      "text": "补充条件",
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      "start": 390.76,
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      "text": "添加文件",
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      "start": 391.62,
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      "text": "截图或者语音",
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      "start": 392.8,
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      "text": "任务运行以后",
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      "start": 394.12,
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      "text": "你还会看到文件感动",
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      "start": 395.8,
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      "text": "中端输出",
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      "start": 396.96,
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      "text": "浏览器和审查结果",
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      "start": 399.74,
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      "text": "那新手第一次看见面",
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    {
      "start": 401.26,
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      "text": "抓住四个位置就够了",
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      "start": 402.56,
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      "text": "我在哪个项目里",
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    {
      "start": 403.98,
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      "text": "我正在和哪个任务对话",
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      "start": 405.92,
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      "text": "我的要求从哪里发出去",
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      "start": 408.06,
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      "text": "结果和证据都在哪里看",
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    {
      "start": 410.68,
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      "text": "Codex的项目任务和文件夹",
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    {
      "start": 413.42,
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      "text": "项目任务和文件夹",
      "chunk": 0,
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      "no_speech_prob": 1.3206841002755265e-11,
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    },
    {
      "start": 415.44,
      "end": 417.62,
      "text": "是新手最容易混在一起的几个词",
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      "no_speech_prob": 1.3206841002755265e-11,
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    },
    {
      "start": 417.62,
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      "text": "放在同一间办公室里看",
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      "start": 420.18,
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      "text": "可以这么理解",
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      "text": "项目呢它像一间办公室里面",
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    },
    {
      "start": 423.96,
      "end": 427.14,
      "text": "放着这个产品的文件规则和历史",
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    },
    {
      "start": 427.14,
      "end": 430.44,
      "text": "任务像你在办公室里召开的一次具体会议",
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    },
    {
      "start": 430.44,
      "end": 433.04,
      "text": "比如说设计网站首页",
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      "no_speech_prob": 1.3206841002755265e-11,
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    },
    {
      "start": 433.04,
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      "text": "它是一场会议",
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      "compression_ratio": 1.3525641025641026,
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    },
    {
      "start": 434.14,
      "end": 435.84,
      "text": "检查文件安全",
      "chunk": 0,
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      "no_speech_prob": 1.4510534267209163e-11,
      "compression_ratio": 1.3525641025641026,
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    },
    {
      "start": 435.84,
      "end": 437.82,
      "text": "又是另一场会议",
      "chunk": 0,
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      "no_speech_prob": 1.4510534267209163e-11,
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    },
    {
      "start": 437.82,
      "end": 441.14,
      "text": "文件夹相当于是电脑里真正存放资料的位置",
      "chunk": 0,
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      "no_speech_prob": 1.4510534267209163e-11,
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    {
      "start": 441.14,
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      "text": "Codex打开哪个文件夹",
      "chunk": 0,
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    },
    {
      "start": 442.78,
      "end": 445.18,
      "text": "就相当于你把它带进哪家办公室",
      "chunk": 0,
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      "no_speech_prob": 1.4510534267209163e-11,
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    },
    {
      "start": 445.18,
      "end": 447.1,
      "text": "如果文件夹选错了",
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    },
    {
      "start": 447.1,
      "end": 448.24,
      "text": "它可能非常努力",
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    },
    {
      "start": 448.24,
      "end": 450.42,
      "text": "但它努力在错误的方向里了",
      "chunk": 0,
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    },
    {
      "start": 450.42,
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      "text": "长期项目和临时问题最好分开",
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    },
    {
      "start": 452.66,
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      "text": "同一个APP的需求",
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    {
      "start": 454.4,
      "end": 456.36,
      "text": "实现测试和打包",
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      "start": 456.36,
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      "text": "可以留在同一个项目里",
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    },
    {
      "start": 458.3,
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      "text": "但没必要全塞进一条无线变长的对话",
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      "text": "任务目标明显变化时",
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    },
    {
      "start": 463.74,
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      "text": "新开一条任务会更干净",
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    {
      "start": 465.94,
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      "text": "这样Codex更容易知道",
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    },
    {
      "start": 468.04,
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      "text": "眼前在解决什么问题",
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    },
    {
      "start": 469.86,
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      "text": "Codex到底能记住多少",
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    },
    {
      "start": 471.78,
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      "text": "换一个对话框以后",
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    },
    {
      "start": 473.44,
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      "text": "他还记不记得",
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    },
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      "start": 474.48,
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      "text": "这个问题经常会出现",
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    {
      "start": 476.34,
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      "text": "最安全的理解是",
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    },
    {
      "start": 478.08,
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      "text": "不要把重要项目决定",
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    {
      "start": 480.0,
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      "text": "最安全的理解是,不要把重要項目決定只放在我記得我們聊過這件事上。",
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      "no_speech_prob": 8.379613843090272e-12,
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      "text": "當前任務的消息,你附加的文件,他讀取到的項目內容,都會形成這次工作的上下文。",
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      "no_speech_prob": 8.379613843090272e-12,
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      "start": 490.0,
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      "text": "但Codex的上下文记忆不是无限的",
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      "start": 492.8,
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      "text": "不同任务之间也不应该默认拥有完整永久逐字的记忆",
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    {
      "start": 497.64,
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      "text": "产品范围、匿名规则、安全底线、视觉规范",
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      "no_speech_prob": 1.526711569665995e-11,
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    {
      "start": 501.86,
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      "text": "这些以后会反复用到的决定",
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      "text": "最好写进项目文件",
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      "start": 506.14,
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      "text": "你可以使用productspec.md这个文件来保存产品需求",
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    {
      "start": 511.56,
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      "text": "使用agents.md来保存这个项目长期需要遵守的工作规则",
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      "no_speech_prob": 1.526711569665995e-11,
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    {
      "start": 516.96,
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      "text": "这就像公司要有公司的行为准则",
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      "start": 519.56,
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      "text": "Codex也有记忆和长期规则的相关能力",
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    {
      "start": 522.94,
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      "text": "但具体入口可能随版本和设置而不同",
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      "start": 526.44,
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      "text": "新手先掌握一个最稳的方法",
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      "start": 528.48,
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      "text": "就是重要的决定落到文件里",
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      "no_speech_prob": 1.4679934351446988e-11,
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    },
    {
      "start": 531.04,
      "end": 533.82,
      "text": "开始新任务时让它先读取这些文件",
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    },
    {
      "start": 533.82,
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      "text": "Codex的输入框",
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    },
    {
      "start": 535.38,
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      "text": "附件截图和语音",
      "chunk": 1,
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      "avg_logprob": -0.08761552207828185,
      "no_speech_prob": 1.4679934351446988e-11,
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    },
    {
      "start": 537.42,
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      "text": "这里是Codex的输入框",
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    },
    {
      "start": 539.3,
      "end": 540.54,
      "text": "除了输入文字",
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    },
    {
      "start": 540.54,
      "end": 542.08,
      "text": "它还可以使用语音输入",
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      "no_speech_prob": 1.4679934351446988e-11,
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    },
    {
      "start": 542.08,
      "end": 543.8,
      "text": "点击这个麦克风",
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      "no_speech_prob": 1.4679934351446988e-11,
      "compression_ratio": 1.3578274760383386,
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    },
    {
      "start": 543.8,
      "end": 546.32,
      "text": "其实Codex的语音转文字模型",
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      "no_speech_prob": 1.4679934351446988e-11,
      "compression_ratio": 1.3578274760383386,
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    {
      "start": 546.32,
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      "text": "识别中文的准确度",
      "chunk": 1,
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      "no_speech_prob": 1.4679934351446988e-11,
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    },
    {
      "start": 547.54,
      "end": 548.96,
      "text": "现在还是可以的",
      "chunk": 1,
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      "text": "包括你轻声说一句话",
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    {
      "start": 551.4,
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      "text": "活着时会将一些",
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    {
      "start": 552.9,
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      "text": "抵防防艳",
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    {
      "start": 553.9,
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      "text": "只要口齿清晰",
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    {
      "start": 555.28,
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      "text": "一点问题都不大",
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      "start": 556.4,
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      "text": "除了直接用文字来表达任务",
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      "start": 558.58,
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      "text": "也可以添加文件",
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      "text": "图片或者截图",
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      "start": 562.12,
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      "text": "很多时候与其花几分钟去描述",
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    {
      "start": 565.58,
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      "text": "右上角那个有点歪的按钮",
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      "start": 568.12,
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      "text": "给我改一下",
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    {
      "start": 569.08,
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      "text": "不如截一张图",
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      "start": 570.34,
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      "text": "然后在图里清楚地指出",
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      "start": 572.66,
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      "text": "这个按钮的位置",
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    {
      "start": 573.72,
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      "text": "让它理解得更好",
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      "start": 574.84,
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      "text": "但附件也不是越多越好",
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    {
      "start": 576.96,
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      "text": "真正值得放进任务里的通常是完成工作必须看的文件",
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      "start": 581.0,
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      "text": "能够证明当前问题的截图或报错",
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      "start": 584.08,
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      "text": "还有明确的参考样式和不能改的部分",
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      "text": "另外一定要注意不要上传密码",
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    {
      "start": 590.26,
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      "text": "私钥身份证件私人聊天记录",
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      "start": 592.7,
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      "text": "或者任何与任务无关的客户资料",
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      "start": 595.86,
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      "text": "如何给Codex布置一条能执行的任务",
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      "start": 599.2,
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      "text": "怎样把一句想法变成Codex能执行的任务呢",
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      "start": 602.96,
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      "text": "一个好的任务不一定很长",
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      "text": "但通常要能回答五个问题",
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      "text": "我最终想要得到什么",
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      "text": "Codex你需要知道什么背景",
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      "start": 612.2,
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      "text": "哪些事情是不能做的",
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      "start": 614.84,
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      "text": "怎么样才算完成",
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      "text": "你是先检查",
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      "text": "先计划",
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      "text": "还是可以直接动手",
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      "text": "比如说不要只对Codex说",
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      "start": 623.16,
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      "text": "给我做一个素材管理助手",
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      "start": 625.38,
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      "text": "要高级一点",
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      "text": "不能这么说的原因",
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      "text": "不是你对Codex不能不礼貌",
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      "text": "而是高级这个词",
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      "text": "它没法验收",
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      "start": 632.86,
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      "text": "可以执行的表达是",
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      "text": "请先不要写代码",
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      "start": 636.12,
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      "text": "我要做一个给内容创作者使用的本地素材批量命名助手",
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      "start": 640.64,
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      "text": "第一版必须支持导入文件",
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      "text": "实时预览新名称",
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      "text": "安全检查",
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      "text": "原地除命名和撤销",
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      "text": "不上传文件",
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      "text": "不覆盖目标文件",
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    {
      "start": 651.62,
      "end": 654.88,
      "text": "请先判断需求里最影响方向的五个问题",
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    {
      "start": 654.88,
      "end": 657.4,
      "text": "等我回答以后再写需求文档",
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      "start": 657.4,
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      "text": "你会发现这里没有一行代码",
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    {
      "start": 659.28,
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      "text": "全是人类的自然语言",
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      "no_speech_prob": 1.4340665807632824e-11,
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    {
      "start": 660.8,
      "end": 661.98,
      "text": "甚至全是中文",
      "chunk": 1,
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      "no_speech_prob": 1.4340665807632824e-11,
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    {
      "start": 661.98,
      "end": 663.8,
      "text": "但任务已经非常明确",
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      "start": 663.8,
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      "text": "我们要扮演的角色",
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    {
      "start": 665.48,
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      "text": "就是会有人类的自然语言",
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      "compression_ratio": 1.314540059347181,
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    {
      "start": 667.7,
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      "text": "给AI布置任务的老板",
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      "no_speech_prob": 1.5151798218870915e-11,
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      "start": 669.16,
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      "text": "还有一个非常实用的习惯",
      "chunk": 1,
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      "avg_logprob": -0.075068585699497,
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    {
      "start": 671.24,
      "end": 673.44,
      "text": "当你自己也没有想清楚时",
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    },
    {
      "start": 673.44,
      "end": 675.06,
      "text": "不要假装已经想清楚",
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    {
      "start": 675.06,
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      "text": "你直接告诉Codex",
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    {
      "start": 676.62,
      "end": 677.86,
      "text": "先不要做",
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    },
    {
      "start": 677.86,
      "end": 680.46,
      "text": "你先问我关于这个产品的问题",
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    {
      "start": 680.46,
      "end": 682.28,
      "text": "你要相信起码现阶段",
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    {
      "start": 682.28,
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      "text": "Codex要比你聪明得多",
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    {
      "start": 683.96,
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      "text": "这样做是借助他的智慧",
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    },
    {
      "start": 685.98,
      "end": 688.52,
      "text": "把我们模糊的想法摆到桌面上",
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    {
      "start": 688.52,
      "end": 690.22,
      "text": "让Codex替我们去思考",
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      "start": 690.22,
      "end": 691.98,
      "text": "当然最后怎么选",
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      "start": 691.98,
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      "text": "还是由我们自己负责",
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    {
      "start": 693.38,
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      "text": "Codex是使用的模型推理强度速度和用量",
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      "start": 697.52,
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      "text": "这里是模型选择区域",
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    {
      "start": 699.38,
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      "text": "不是什么任务都需要使用最高级的模型",
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    {
      "start": 702.24,
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      "text": "复杂工作可以使用GPT5.6",
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    {
      "start": 705.32,
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      "text": "轻量的任务就可以选择更快更节省的模型",
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    {
      "start": 708.52,
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      "text": "那怎么去选呢",
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    {
      "start": 710.3,
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      "text": "对新手来说可以先爱任务难度去选",
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    {
      "start": 713.9,
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      "text": "比如说我设计录制这个视频时",
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    {
      "start": 717.44,
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      "text": "复杂的产品规划架构安全审查和困难的问题",
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    {
      "start": 721.82,
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      "text": "我会交给更强的模型",
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    {
      "start": 723.44,
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      "text": "格式整理",
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      "start": 724.5,
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      "text": "简单的改文案",
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    {
      "start": 725.9,
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      "text": "一些机械的检查",
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      "start": 727.34,
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      "text": "则可以交给更快更节省的模型",
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      "start": 730.1,
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      "text": "模型和界面会更新",
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      "start": 731.78,
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      "text": "所以大家也不要把这条视频里的名字",
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    {
      "start": 734.04,
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      "text": "当做永远不变的菜单",
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    {
      "start": 735.44,
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      "text": "推理强度可以理解成",
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    {
      "start": 736.86,
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      "text": "你愿意让它在回答前",
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      "start": 738.62,
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      "text": "花多少力气去思考",
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      "text": "不是所有的任务都适合用高强度",
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      "start": 742.7,
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      "text": "如果你改一个标点符号",
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      "start": 744.7,
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      "text": "也开最高推理的话",
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      "start": 746.04,
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      "text": "那有点希望你请公司的总结",
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      "text": "你去会议室给一盆驴锣",
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    {
      "start": 750.36,
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      "text": "浇了浇水",
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      "start": 751.08,
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      "text": "质量优先",
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    {
      "start": 752.42,
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      "text": "但没必要让所有的任务",
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      "start": 753.68,
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      "text": "都排在同一个重量级",
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    {
      "start": 755.34,
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      "text": "高风险",
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    {
      "start": 756.18,
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      "text": "跨文件",
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    {
      "start": 757.06,
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      "text": "设计产品结构和文件安全的工作",
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    {
      "start": 759.76,
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      "text": "慢一点也没有关系",
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    {
      "start": 761.42,
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      "text": "重复",
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    {
      "start": 762.08,
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      "text": "可逆",
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    {
      "start": 762.92,
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      "text": "容易检查的任务",
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    {
      "start": 764.48,
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      "text": "用更快的配置",
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      "start": 766.1,
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      "text": "通常更合适",
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    {
      "start": 767.24,
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      "text": "速度模型",
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    {
      "start": 768.16,
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      "text": "也是类似的逻辑",
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    {
      "start": 769.52,
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      "text": "你是在等待节省时间",
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    {
      "start": 771.64,
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      "text": "还是在牺牲必要的思考",
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      "text": "这也要看具体的任务",
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      "start": 775.22,
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      "text": "至于用量",
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    },
    {
      "start": 775.84,
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      "text": "别只盯着一条消息",
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    {
      "start": 777.4,
      "end": 778.14,
      "text": "它花了多少",
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    {
      "start": 778.14,
      "end": 780.06,
      "text": "如果是你的任务含糊",
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    {
      "start": 780.06,
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      "text": "一次塞的太多",
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    {
      "start": 781.82,
      "end": 782.88,
      "text": "做完又被验收",
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    {
      "start": 782.88,
      "end": 784.72,
      "text": "最后反复又推导重来",
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    {
      "start": 784.72,
      "end": 786.24,
      "text": "这些不健康的行为",
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      "compression_ratio": 1.34006734006734,
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    {
      "start": 786.24,
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      "text": "往往比选了一个更强的模型",
      "chunk": 1,
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    {
      "start": 788.56,
      "end": 789.6,
      "text": "更快的速度",
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    {
      "start": 789.6,
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      "text": "更费额度",
      "chunk": 1,
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      "start": 790.38,
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      "text": "我们把任务拆小",
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      "start": 792.02,
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      "text": "把边界说清楚",
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      "text": "每一步先检查",
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    {
      "start": 794.96,
      "end": 797.74,
      "text": "减少这个反复推导重来的过程",
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      "start": 797.74,
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      "text": "这是一个比较好的习惯",
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    {
      "start": 799.7,
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      "text": "Codex的普通执行目标和计划",
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      "compression_ratio": 1.34006734006734,
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    },
    {
      "start": 803.14,
      "end": 805.1,
      "text": "普通执行目标和计划",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.0784332275390625,
      "no_speech_prob": 1.7576728267298947e-11,
      "compression_ratio": 1.34006734006734,
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    },
    {
      "start": 805.1,
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      "text": "这三个名字排在一起",
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    {
      "start": 806.38,
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      "text": "很容易让人产生一种错觉",
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    {
      "start": 808.46,
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      "text": "好像在使用Codex之前",
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      "start": 810.58,
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      "text": "还得先补一门项目管理",
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      "text": "但其实判断方法没有那么复杂",
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      "text": "我们主要先看眼前的任务有多大",
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      "start": 817.88,
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      "text": "比如说页面上的选择素材",
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    {
      "start": 819.96,
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      "text": "要改成导入素材",
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    {
      "start": 821.66,
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      "text": "这个要求很清楚",
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      "text": "改动也很小",
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      "start": 824.2,
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      "text": "直接告诉Codex该拿几个字",
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      "text": "改完运行页面",
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      "start": 827.68,
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      "text": "再点一下按钮",
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    {
      "start": 828.78,
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      "text": "确认功能还在",
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    {
      "start": 829.98,
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      "text": "这件事就结束了",
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      "start": 831.18,
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      "text": "但后面我们要做的素材批量命名助手",
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      "start": 833.9,
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      "text": "就完全是另一种体量",
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    {
      "start": 835.24,
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      "text": "它从空文件夹起步",
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    {
      "start": 836.98,
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      "text": "会碰到界面",
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      "text": "文件读取",
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    {
      "start": 839.72,
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      "text": "重命名",
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    {
      "start": 840.72,
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      "text": "冲突检查",
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    {
      "start": 841.86,
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      "text": "撤销和打包",
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    {
      "start": 843.06,
      "end": 844.8,
      "text": "等等一系列的任务",
      "chunk": 1,
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    {
      "start": 844.8,
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      "text": "在代码还没写之前",
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      "start": 846.26,
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      "text": "我更想先看清楚",
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    {
      "start": 847.84,
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      "text": "它准备选什么技术",
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    {
      "start": 849.1,
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      "text": "文件放在哪里",
      "chunk": 1,
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      "start": 850.66,
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      "text": "哪一步开始接触用户素材",
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    {
      "start": 852.58,
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      "text": "以及最后拿什么证明没有改错",
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      "start": 854.84,
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      "text": "那这个时候就要用计划",
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    {
      "start": 856.96,
      "end": 859.64,
      "text": "它把路线提前摊在屏幕上",
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    {
      "start": 859.64,
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      "text": "让我们在大改动之前",
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      "start": 861.38,
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      "text": "先挑问题",
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    },
    {
      "start": 862.4,
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      "text": "哪一步太大",
      "chunk": 1,
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      "compression_ratio": 1.2956810631229236,
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    },
    {
      "start": 863.68,
      "end": 865.78,
      "text": "哪一步漏了安全检查",
      "chunk": 1,
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    {
      "start": 865.78,
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      "text": "顺序是不是反了",
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    {
      "start": 867.16,
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      "text": "而目标是和持续时间更长的任务",
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      "start": 869.9,
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      "text": "比如说希望Codex分多个阶段",
      "chunk": 1,
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      "avg_logprob": -0.08833414249205856,
      "no_speech_prob": 1.5999567989921637e-11,
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    },
    {
      "start": 872.28,
      "end": 875.46,
      "text": "一直追着完成整套课程交付物",
      "chunk": 1,
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      "avg_logprob": -0.08833414249205856,
      "no_speech_prob": 1.5999567989921637e-11,
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    {
      "start": 875.46,
      "end": 876.7,
      "text": "这个目标往前走",
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      "avg_logprob": -0.08833414249205856,
      "no_speech_prob": 1.5999567989921637e-11,
      "compression_ratio": 1.2769679300291545,
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    },
    {
      "start": 876.7,
      "end": 879.28,
      "text": "而不是一条消息结束之后就停",
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    },
    {
      "start": 879.28,
      "end": 882.1,
      "text": "这个时候就可以用目标创建或者管理",
      "chunk": 1,
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    },
    {
      "start": 882.1,
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      "text": "平常我们只需要这样判断",
      "chunk": 1,
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      "compression_ratio": 1.2769679300291545,
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    },
    {
      "start": 883.68,
      "end": 886.14,
      "text": "事情小而明确就直接做",
      "chunk": 1,
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    {
      "start": 886.14,
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      "text": "范围大风险高就看计划",
      "chunk": 1,
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      "avg_logprob": -0.08833414249205856,
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    {
      "start": 888.76,
      "end": 892.02,
      "text": "同一个结果需要跨很多阶段持续推进的话",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08833414249205856,
      "no_speech_prob": 1.5999567989921637e-11,
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    {
      "start": 892.02,
      "end": 892.98,
      "text": "再考虑目标",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 1.5999567989921637e-11,
      "compression_ratio": 1.2769679300291545,
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    },
    {
      "start": 892.98,
      "end": 895.44,
      "text": "什么是Codex的插件和Skill",
      "chunk": 1,
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      "compression_ratio": 1.2769679300291545,
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      "start": 895.44,
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      "text": "下面了解一下插件",
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      "compression_ratio": 1.280130293159609,
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    {
      "start": 897.26,
      "end": 899.54,
      "text": "这里显示的是已经安装了的",
      "chunk": 1,
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      "no_speech_prob": 1.4149010088559955e-11,
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    {
      "start": 899.54,
      "end": 902.16,
      "text": "还没有安装过插件的话点这里",
      "chunk": 1,
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      "start": 902.16,
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      "text": "插件它的作用是给Codex增加原来没有的工作能力",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 1.4149010088559955e-11,
      "compression_ratio": 1.280130293159609,
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    },
    {
      "start": 906.66,
      "end": 909.6,
      "text": "或者是把它连接到你正在使用的其他工具",
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      "no_speech_prob": 1.4149010088559955e-11,
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      "start": 909.6,
      "end": 912.4,
      "text": "在这里搜索需要的插件",
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      "no_speech_prob": 1.4149010088559955e-11,
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    {
      "start": 912.4,
      "end": 915.58,
      "text": "打开详情再点击加号就可以安装",
      "chunk": 1,
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      "no_speech_prob": 1.4149010088559955e-11,
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    },
    {
      "start": 915.58,
      "end": 917.98,
      "text": "有些插件装完就能使用",
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    },
    {
      "start": 917.98,
      "end": 920.66,
      "text": "有些还需要登录比如说Google Drive",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10178461322536717,
      "no_speech_prob": 1.4149010088559955e-11,
      "compression_ratio": 1.280130293159609,
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    },
    {
      "start": 920.66,
      "end": 922.9,
      "text": "GitHub Notion之类的外部服务",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.10178461322536717,
      "no_speech_prob": 1.4149010088559955e-11,
      "compression_ratio": 1.280130293159609,
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    },
    {
      "start": 922.9,
      "end": 924.26,
      "text": "安装完成之后",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 924.26,
      "end": 925.66,
      "text": "最好新开一条任务",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 925.66,
      "end": 928.38,
      "text": "让新插件的能力完整加载进来",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 928.38,
      "end": 929.12,
      "text": "开完插件",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 929.12,
      "end": 930.96,
      "text": "我们再看到旁边还有一个技能",
      "chunk": 1,
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      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 930.96,
      "end": 932.78,
      "text": "这就是非常重要的skill",
      "chunk": 1,
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      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 932.78,
      "end": 935.84,
      "text": "官方解释是通过任务专用技能",
      "chunk": 1,
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      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 935.84,
      "end": 937.5,
      "text": "扩展codex的能力",
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      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 937.5,
      "end": 940.1,
      "text": "它就是可以服用的专业工作方法",
      "chunk": 1,
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      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 940.1,
      "end": 941.1,
      "text": "比如说以后把",
      "chunk": 1,
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      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 941.1,
      "end": 942.92,
      "text": "怎样根据我的语言样本",
      "chunk": 1,
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      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 942.92,
      "end": 945.44,
      "text": "参考内容和课程结构",
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      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 945.44,
      "end": 946.74,
      "text": "写出口播稿",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 946.74,
      "end": 948.44,
      "text": "整理成固定流程",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
      "source": "whisper"
    },
    {
      "start": 948.44,
      "end": 950.3,
      "text": "它就可以成为一个内容skill",
      "chunk": 1,
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      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
      "compression_ratio": 1.3333333333333333,
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    },
    {
      "start": 950.3,
      "end": 951.48,
      "text": "下次我再换选题",
      "chunk": 1,
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      "avg_logprob": -0.09169608668277138,
      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 951.48,
      "end": 952.44,
      "text": "但流程还在",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 1.3992813852059527e-11,
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    },
    {
      "start": 952.44,
      "end": 954.44,
      "text": "就不用重新描述工作方法",
      "chunk": 1,
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      "no_speech_prob": 8.94331917550284e-12,
      "compression_ratio": 1.016260162601626,
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    {
      "start": 954.44,
      "end": 956.72,
      "text": "现在的开源Skill非常非常多",
      "chunk": 1,
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      "no_speech_prob": 8.94331917550284e-12,
      "compression_ratio": 1.016260162601626,
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    },
    {
      "start": 956.72,
      "end": 958.2,
      "text": "很多人是非常乐意",
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      "no_speech_prob": 8.94331917550284e-12,
      "compression_ratio": 1.016260162601626,
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    {
      "start": 958.2,
      "end": 959.96,
      "text": "分享出来自己的方法论的",
      "chunk": 1,
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      "avg_logprob": -0.16528356075286865,
      "no_speech_prob": 8.94331917550284e-12,
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    {
      "start": 962.32,
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      "text": "所以安装的时候至少要看一下它是谁提供的,里面包含什么,需要连接哪些服务,以及它可能读取或者修改什么。",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.11885757020065904,
      "no_speech_prob": 8.860159134149725e-12,
      "compression_ratio": 1.3280423280423281,
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    {
      "start": 970.38,
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      "text": "插件和skill都不是安装得越多越好的,我们要有选择的去安装。",
      "chunk": 2,
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      "no_speech_prob": 8.860159134149725e-12,
      "compression_ratio": 1.3280423280423281,
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    {
      "start": 975.0,
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      "text": "如何理解和设置Codex的权限",
      "chunk": 2,
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      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    {
      "start": 977.56,
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      "text": "权限这部分非常重要",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 979.52,
      "end": 983.0,
      "text": "因为Codex它是能直接在我们的工作环境中",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 983.0,
      "end": 986.32,
      "text": "读取和写入文件运行命令访问网络的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 986.32,
      "end": 988.94,
      "text": "有些情况下还会操作浏览机和桌面",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 988.94,
      "end": 990.7,
      "text": "它是真的能动手",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 990.7,
      "end": 992.68,
      "text": "所以我们一定要给它合适的权限",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 992.68,
      "end": 994.9,
      "text": "如果你刚开始使用Codex",
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      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 994.9,
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      "text": "我更建议你先选择第一种",
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      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 996.96,
      "end": 997.92,
      "text": "请求批准",
      "chunk": 2,
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      "no_speech_prob": 1.77088187863772e-11,
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    },
    {
      "start": 997.92,
      "end": 1002.58,
      "text": "这个模式并不是说Codex它每改一个字都要跑来问你一次",
      "chunk": 2,
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      "avg_logprob": -0.0874113468896775,
      "no_speech_prob": 1.77088187863772e-11,
      "compression_ratio": 1.2879256965944272,
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    },
    {
      "start": 1002.58,
      "end": 1005.98,
      "text": "只要操作它是发生在当前项目允许的范围内",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
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    },
    {
      "start": 1005.98,
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      "text": "比如说读取项目文件",
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      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1007.84,
      "end": 1008.64,
      "text": "修改代码",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1008.64,
      "end": 1010.38,
      "text": "运行普通的本地命令",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1010.38,
      "end": 1012.12,
      "text": "它通常可以正常地完成",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1012.12,
      "end": 1014.4,
      "text": "真正需要填下来询问你的",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1014.4,
      "end": 1016.34,
      "text": "是访问项目外部的文件",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1016.34,
      "end": 1017.56,
      "text": "连接互联网",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1017.56,
      "end": 1020.5,
      "text": "或者是执行超出当前安全范围的操作",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
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    },
    {
      "start": 1020.5,
      "end": 1022.72,
      "text": "比如说它只是想访问互联网",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07461058009754527,
      "no_speech_prob": 1.3794580928927491e-11,
      "compression_ratio": 1.4195583596214512,
      "source": "whisper"
    },
    {
      "start": 1022.72,
      "end": 1024.8,
      "text": "下载我们这个项目需要的正常依赖",
      "chunk": 2,
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      "avg_logprob": -0.07461058009754527,
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      "text": "而且来源和用途都很清楚",
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      "text": "这种情况就可以批准",
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      "text": "但如果它准备读取一个",
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      "start": 1030.62,
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      "text": "和当前项目完全无关的文件夹",
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      "start": 1032.76,
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      "text": "或者运行一条",
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      "start": 1034.16,
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      "text": "你根本不知道是干什么的命令",
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      "text": "那就先不要批准",
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      "start": 1036.98,
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      "text": "完全可以点拒绝",
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      "text": "然后直接问他",
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      "text": "先不要执行",
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      "text": "请用普通人能听懂的话",
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    {
      "start": 1042.96,
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      "text": "告诉我这项操作要做什么",
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      "text": "为什么需要它",
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      "text": "会影响哪些文件",
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      "start": 1047.84,
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      "text": "以及有没有权限更小的替代方案",
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      "text": "审必窗口",
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      "text": "有时候还会让我们选择",
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      "text": "仅允许这一次",
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      "start": 1054.58,
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      "text": "或者在更大的范围内持续允许",
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      "start": 1057.34,
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      "text": "刚使用的时候",
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      "text": "尽量选择放个比较小的那一个",
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      "text": "能只批准一次",
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      "text": "就先不要把整场任务的门都给他打开",
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      "text": "就不要把你的整台电脑的权限都交出去",
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      "text": "等你已经熟悉了当前项目",
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      "text": "知道Codex大概会做哪些操作",
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      "text": "又不想被一些重复低风险的审批",
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      "text": "频繁的打断",
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      "text": "就可以考虑第二种T-WO审批",
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      "text": "这里的T-WO审批不是Codex",
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      "text": "它会把符合条件的审批请求",
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      "start": 1086.7,
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      "text": "交给一个独立的审批机制进行检查",
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      "text": "风险较低",
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      "text": "理由合理的操作",
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      "text": "它可以自动通过",
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      "text": "但如果检测到风险",
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      "text": "或者是这项操作",
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      "text": "不适合它自动决定",
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      "text": "它还是会停下来询问你",
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      "text": "所以这个模式比较适合",
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      "text": "已经跑通过几次的项目",
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      "text": "比如说我已经确认",
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      "text": "项目来源可靠",
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      "text": "也知道它需要安装哪些依赖",
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      "text": "会修改哪些文件",
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      "text": "只是接下来",
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      "text": "还有一批重复的操作也完成",
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      "text": "这个时候使用提供审批",
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      "text": "它的体验会顺畅很多",
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      "text": "最后一个是完全访问权限",
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      "text": "这个模式相当于",
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      "text": "你把给Codex设置的安全围栏",
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      "text": "基本上全部打开了",
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      "text": "Codex可以访问互联网",
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      "text": "也可以读取和操作",
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      "text": "当前项目之外的文件",
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      "text": "它的执行过程会更少的被打断",
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      "avg_logprob": -0.08308397616193594,
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    },
    {
      "start": 1130.0,
      "end": 1131.76,
      "text": "但风险也明显更高",
      "chunk": 2,
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    },
    {
      "start": 1131.76,
      "end": 1133.68,
      "text": "我只会在几个条件",
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      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1133.68,
      "end": 1134.88,
      "text": "同时满足的时候",
      "chunk": 2,
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    },
    {
      "start": 1134.88,
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      "text": "考虑使用它",
      "chunk": 2,
      "language": "zh",
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      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1135.92,
      "end": 1137.74,
      "text": "项目的来源可信",
      "chunk": 2,
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      "avg_logprob": -0.08308397616193594,
      "no_speech_prob": 1.5692485505480747e-11,
      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1137.74,
      "end": 1139.8,
      "text": "任务范围非常清楚",
      "chunk": 2,
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      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1139.8,
      "end": 1141.6,
      "text": "重要的文件已经备份",
      "chunk": 2,
      "language": "zh",
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      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1141.6,
      "end": 1142.58,
      "text": "使用了GIT",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.5692485505480747e-11,
      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1142.58,
      "end": 1144.84,
      "text": "也就是版本管理工具",
      "chunk": 2,
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    },
    {
      "start": 1144.84,
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      "text": "而且我知道",
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    },
    {
      "start": 1145.76,
      "end": 1148.06,
      "text": "它为什么确实需要访问到",
      "chunk": 2,
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      "no_speech_prob": 1.5692485505480747e-11,
      "compression_ratio": 1.2552552552552552,
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    },
    {
      "start": 1148.06,
      "end": 1149.5,
      "text": "当前项目之外的内容",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1149.5,
      "end": 1152.04,
      "text": "所以如果你现在还不知道应该选哪个",
      "chunk": 2,
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      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1152.04,
      "end": 1154.16,
      "text": "选请求审批就可以",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
      "source": "whisper"
    },
    {
      "start": 1154.16,
      "end": 1157.72,
      "text": "权限也不是一次选择以后永远不能改编的东西",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1157.72,
      "end": 1160.26,
      "text": "我们随时都能根据任务去重新调整",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1160.26,
      "end": 1162.54,
      "text": "Codex任务的引导和排队",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
      "source": "whisper"
    },
    {
      "start": 1162.54,
      "end": 1163.92,
      "text": "任务发出去以后",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1163.92,
      "end": 1165.36,
      "text": "Codex正在运行",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1165.36,
      "end": 1167.36,
      "text": "这个时候我们也还可以说话",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
      "source": "whisper"
    },
    {
      "start": 1167.36,
      "end": 1169.64,
      "text": "假设它正在整理一段文字",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08247586406727947,
      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1169.64,
      "end": 1172.22,
      "text": "我忽然发现任务少说了一个条件",
      "chunk": 2,
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      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1172.22,
      "end": 1174.52,
      "text": "比如说必须起一个响亮的标题",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.574959780648033e-11,
      "compression_ratio": 1.369047619047619,
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    },
    {
      "start": 1174.52,
      "end": 1177.06,
      "text": "那我们就可以在输入框里输入",
      "chunk": 2,
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      "no_speech_prob": 1.574959780648033e-11,
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    },
    {
      "start": 1177.06,
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      "text": "点击引导",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1178.76,
      "end": 1181.66,
      "text": "这样送进当时正在进行的任务",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1181.66,
      "end": 1182.84,
      "text": "另一种情况是",
      "chunk": 2,
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      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1182.84,
      "end": 1184.84,
      "text": "我想在正文整理完以后",
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      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1184.84,
      "end": 1186.84,
      "text": "还想再要三条摘要",
      "chunk": 2,
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      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1186.84,
      "end": 1188.96,
      "text": "它不影响眼前这一步工作",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1188.96,
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      "text": "所以放进队列里排队就可以了",
      "chunk": 2,
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      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1191.68,
      "end": 1194.16,
      "text": "Codex它会在做完当前任务之后",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1194.16,
      "end": 1195.8,
      "text": "再进行下一步的处理",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.2801561026509756e-11,
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    },
    {
      "start": 1195.8,
      "end": 1197.56,
      "text": "所以是排上队就可以了呢",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
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    },
    {
      "start": 1197.56,
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      "text": "还是要点击下这个引导",
      "chunk": 2,
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    },
    {
      "start": 1199.02,
      "end": 1201.94,
      "text": "关键就在于你提出的条件或者是任务",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1201.94,
      "end": 1205.02,
      "text": "和当前正在进行的工作又没有关系",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.10663516262927687,
      "no_speech_prob": 1.2801561026509756e-11,
      "compression_ratio": 1.4054054054054055,
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    },
    {
      "start": 1205.02,
      "end": 1209.86,
      "text": "Codex的终端 审阅 浏览器 文件和侧编任务",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
      "compression_ratio": 1.2913165266106443,
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    },
    {
      "start": 1209.86,
      "end": 1212.46,
      "text": "那下面我们要看一些有点抽象的东西了",
      "chunk": 2,
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    },
    {
      "start": 1212.46,
      "end": 1214.58,
      "text": "第一个就是Terminal 终端",
      "chunk": 2,
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      "compression_ratio": 1.2913165266106443,
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    },
    {
      "start": 1214.58,
      "end": 1218.72,
      "text": "终端大概是整套界面里最容易让零基础用户紧张的地方",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
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    },
    {
      "start": 1218.72,
      "end": 1220.94,
      "text": "在电影或者是短距离",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
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    },
    {
      "start": 1220.94,
      "end": 1225.48,
      "text": "电脑高手他们面对着黑色的屏幕霹里啪啦的操作的就是这个东西",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
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    },
    {
      "start": 1225.48,
      "end": 1227.56,
      "text": "Terminal 它的中文叫终端",
      "chunk": 2,
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      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
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    },
    {
      "start": 1227.56,
      "end": 1230.02,
      "text": "不过大家不用被它的长相吓到",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
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    },
    {
      "start": 1230.02,
      "end": 1232.26,
      "text": "终端它并不是黑客专用的工具",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
      "compression_ratio": 1.2913165266106443,
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    },
    {
      "start": 1232.26,
      "end": 1234.2,
      "text": "它只是一种操作电脑的方式",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08904830855552597,
      "no_speech_prob": 1.3576997165420934e-11,
      "compression_ratio": 1.2913165266106443,
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    },
    {
      "start": 1234.2,
      "end": 1237.72,
      "text": "我们平常使用电脑主要是用鼠标去点击按钮",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
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    },
    {
      "start": 1237.72,
      "end": 1239.58,
      "text": "比如说双击打开文件夹",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
      "source": "whisper"
    },
    {
      "start": 1239.58,
      "end": 1241.92,
      "text": "点击图标去启动一个软件",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
      "source": "whisper"
    },
    {
      "start": 1241.92,
      "end": 1244.72,
      "text": "或者是把一个文件拖到另一个位置",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
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    },
    {
      "start": 1244.72,
      "end": 1246.5,
      "text": "终端它做的事情其实差不多",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
      "source": "whisper"
    },
    {
      "start": 1246.5,
      "end": 1248.32,
      "text": "只不过它不用鼠标",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
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    },
    {
      "start": 1248.32,
      "end": 1250.4,
      "text": "而是通过文字的命令告诉电脑",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
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    },
    {
      "start": 1250.4,
      "end": 1252.3,
      "text": "所以你可以把终端案例解成一个",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
      "source": "whisper"
    },
    {
      "start": 1252.3,
      "end": 1255.28,
      "text": "用文字直接给电脑下指令的窗口",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07408139199921579,
      "no_speech_prob": 1.161800690374637e-11,
      "compression_ratio": 1.4720496894409938,
      "source": "whisper"
    },
    {
      "start": 1255.28,
      "end": 1257.38,
      "text": "再看终端右上方的这几个按钮",
      "chunk": 2,
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    {
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      "text": "第一个叫切换摘要",
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      "text": "它主要是用来显示或者收起当前任务的摘要区域",
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    {
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      "text": "长的时候可以通过这里快速的去回看Codex",
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      "no_speech_prob": 3.372896059672392e-11,
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    {
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      "text": "做了哪些事情得到了什么结果",
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      "text": "以及有没有需要我们继续确认的内容",
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      "text": "点击这个按钮只是在调整页面显示",
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      "text": "它不会修改项目",
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      "text": "也不会让正在执行的任务停下来",
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      "text": "暂时不想看摘钥匙就可以把它收起来",
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      "text": "需要回顾的时候再打开",
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      "text": "第二个叫切换底部面板显示",
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      "text": "它主要是控制下面这个底部面板的显示和隐藏",
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      "text": "而我们现在看到的底部面板里主要就是中断",
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    {
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      "text": "如果终端占据的空间太大",
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      "text": "它就会影响我们查看上面的内容",
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      "text": "这个时候点击一下",
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      "text": "就可以把它暂时收起来",
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    {
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      "text": "需要检查预行结果",
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    },
    {
      "start": 1302.88,
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      "text": "或者包错信息的时候",
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    {
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      "text": "再点击一次把它点开",
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    {
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      "text": "第三个是显示或隐藏侧边栏",
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    {
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      "text": "点开以后右边会出现一个工具区域",
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    {
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      "text": "里面可以看到审阅",
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      "text": "中端",
      "chunk": 2,
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    {
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      "text": "浏览器",
      "chunk": 2,
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    {
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      "text": "文件和侧边任务",
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      "text": "审阅主要是用来查看Codex",
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    {
      "start": 1320.2,
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      "text": "修改了哪些内容",
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    },
    {
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      "text": "后面讲代码审查的时候",
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    {
      "start": 1323.26,
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      "text": "我们还会回来仔细看它",
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    {
      "start": 1324.92,
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      "text": "终端就是刚才我们介绍的这个命令窗口",
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      "text": "浏览器主要用于打开和检查",
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    },
    {
      "start": 1330.02,
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      "text": "我们制作的网页或者是应用界面",
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    },
    {
      "start": 1332.16,
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      "text": "比如说按钮能不能点击",
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    },
    {
      "start": 1334.12,
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      "text": "页面显示是否正常",
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    {
      "start": 1336.06,
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      "text": "都可以在这里查看",
      "chunk": 2,
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    },
    {
      "start": 1337.26,
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      "text": "文件是用来浏览当前项目里的文件和文件夹",
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    {
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      "text": "在Codex工作的时候会生成很多的文件",
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    {
      "start": 1344.36,
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      "text": "即便我们看不懂代码",
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    },
    {
      "start": 1346.24,
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      "text": "也可以通过这里大概的了解",
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    },
    {
      "start": 1348.36,
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      "text": "Codex它创建了哪些东西",
      "chunk": 2,
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    },
    {
      "start": 1350.66,
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      "text": "侧边任务则用来查看主任务之外正在处理的辅助任务",
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    },
    {
      "start": 1354.3,
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      "text": "刚开始使用的时候我们不用着急去研究它",
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      "compression_ratio": 1.375,
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    },
    {
      "start": 1357.56,
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      "text": "等以后任务变多",
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    },
    {
      "start": 1359.02,
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      "text": "需要同时处理几件事情的时候再回来了解它",
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    },
    {
      "start": 1362.06,
      "end": 1364.62,
      "text": "所以这几个按钮没有大家想象的那么复杂",
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    },
    {
      "start": 1364.62,
      "end": 1367.36,
      "text": "它主要是帮我们整理我们的界面",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
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    },
    {
      "start": 1367.36,
      "end": 1369.06,
      "text": "摘要负责回顾",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
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    },
    {
      "start": 1369.06,
      "end": 1371.42,
      "text": "底部面板负责显示终端",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
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    },
    {
      "start": 1371.42,
      "end": 1373.58,
      "text": "侧边任务栏负责集中查看",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
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    },
    {
      "start": 1373.58,
      "end": 1376.98,
      "text": "审阅终端浏览器文件和其他任务",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
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    },
    {
      "start": 1376.98,
      "end": 1378.8,
      "text": "Codex的文件改动",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07165973050606683,
      "no_speech_prob": 1.744982630613734e-11,
      "compression_ratio": 1.375,
      "source": "whisper"
    },
    {
      "start": 1378.8,
      "end": 1381.4,
      "text": "Diff代码审查和测试",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
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    },
    {
      "start": 1381.4,
      "end": 1383.2,
      "text": "Codex每完成一个任务",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
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    },
    {
      "start": 1383.2,
      "end": 1385.76,
      "text": "我们都可以打开右侧边栏里的审阅",
      "chunk": 2,
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      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
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    },
    {
      "start": 1385.76,
      "end": 1390.06,
      "text": "在审阅面板里看到这些红色和绿色的对照",
      "chunk": 2,
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      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
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    },
    {
      "start": 1390.06,
      "end": 1392.06,
      "text": "就是大家经常听到的Diff",
      "chunk": 2,
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    {
      "start": 1392.06,
      "end": 1393.68,
      "text": "它没有那么的神秘",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1393.68,
      "end": 1396.42,
      "text": "我们可以把它理解成Word里面的修订记录",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1396.42,
      "end": 1399.42,
      "text": "红色呢通常表示它删掉了什么",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1399.42,
      "end": 1401.86,
      "text": "绿色则通常表示增加了什么",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1401.86,
      "end": 1404.18,
      "text": "即便完全看不到代码",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1404.18,
      "end": 1406.06,
      "text": "也可以先看两个很直观的地方",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1406.06,
      "end": 1407.8,
      "text": "我们可以先看文件名",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09218186384056047,
      "no_speech_prob": 1.605025660988968e-11,
      "compression_ratio": 1.3406940063091484,
      "source": "whisper"
    },
    {
      "start": 1407.8,
      "end": 1410.3,
      "text": "我们如果只是要求修改了一个按钮",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1410.3,
      "end": 1412.14,
      "text": "它改了一个相关的文件呢",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1412.14,
      "end": 1413.86,
      "text": "还是突然动了十几个文件",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1413.86,
      "end": 1415.56,
      "text": "然后大概看一下改动量",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1415.56,
      "end": 1418.18,
      "text": "这里我们不需要逐行的去研究",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1418.18,
      "end": 1420.64,
      "text": "只需要观察红色和绿色多不多",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1420.64,
      "end": 1422.58,
      "text": "如果是一个很小的要求",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1422.58,
      "end": 1424.18,
      "text": "却出现了大面积的修改",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1424.18,
      "end": 1425.84,
      "text": "这个时候我们就需要考虑一下",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1425.84,
      "end": 1426.98,
      "text": "是不是改了太多了",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1426.98,
      "end": 1430.8,
      "text": "比如我们只说三个下拉框没有对齐",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1430.8,
      "end": 1434.64,
      "text": "结果页面的颜色布局和按钮的样式也一起变了",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1434.64,
      "end": 1436.32,
      "text": "虽然页面可能还能打开",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.07125456319690424,
      "no_speech_prob": 1.4940404816088382e-11,
      "compression_ratio": 1.4587155963302751,
      "source": "whisper"
    },
    {
      "start": 1436.32,
      "end": 1439.7,
      "text": "但他已经顺手修改了我们没有要求他动的东西",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.11004486950961026,
      "no_speech_prob": 9.083144826560474e-12,
      "compression_ratio": 0.8450704225352113,
      "source": "whisper"
    },
    {
      "start": 1440.0,
      "end": 1455.0,
      "text": "我們就需要考慮一下是不是改的太多了。比如我們只說三個下拉框沒有對齊,結果頁面的顏色布局和暗有的樣式也一起變了。雖然頁面可能還能打開,但它已經順手修改了我們沒有要求它動的東西。這種情況我們不要直接接受,也不用自己印著頭皮改代碼。我們可以回到對話框裡告訴Codex。這次任務只需要解決三個下拉框沒有對齊的問題。請保留原來的顏色、布局和交互,不要修改其他",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12425292781525595,
      "no_speech_prob": 9.537681408544607e-12,
      "compression_ratio": 1.411764705882353,
      "source": "whisper"
    },
    {
      "start": 1455.0,
      "end": 1457.06,
      "text": "并尽量缩小改动范围",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1457.06,
      "end": 1458.82,
      "text": "等修改完成以后",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1458.82,
      "end": 1460.7,
      "text": "我们再回到实验面板看一眼",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1460.7,
      "end": 1462.58,
      "text": "如果这次修改比较重要",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1462.58,
      "end": 1464.06,
      "text": "或者是改动的文件比较多",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1464.06,
      "end": 1466.68,
      "text": "还可以让Codex再做一次代码审查",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1466.68,
      "end": 1468.06,
      "text": "可以直接告诉他",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1468.06,
      "end": 1469.7,
      "text": "请审查当前的修改",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1469.7,
      "end": 1471.68,
      "text": "检查有没有明显错误",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1471.68,
      "end": 1473.18,
      "text": "安全风险或者遗漏",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1473.18,
      "end": 1474.9,
      "text": "暂时不要修改文件",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1474.9,
      "end": 1477.08,
      "text": "先把发现的问题解释给我听",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1477.08,
      "end": 1478.36,
      "text": "代码审查呢",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1478.36,
      "end": 1480.66,
      "text": "就有点像请另一位同事过来看一眼",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1480.66,
      "end": 1482.68,
      "text": "这个功能虽然已经做出来了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1482.68,
      "end": 1484.46,
      "text": "但是又没有我忽略的问题",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.0872700274290152,
      "no_speech_prob": 3.9108608712590254e-11,
      "compression_ratio": 1.3670520231213872,
      "source": "whisper"
    },
    {
      "start": 1484.46,
      "end": 1486.62,
      "text": "所以大家只需要记住这个区别",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1486.62,
      "end": 1488.72,
      "text": "审阅面板里的Diff",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1488.72,
      "end": 1490.76,
      "text": "告诉我们Codex改了什么",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1490.76,
      "end": 1493.24,
      "text": "代码审查帮助我们继续判断",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1493.24,
      "end": 1495.48,
      "text": "这些修改有没有明显的问题",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1495.48,
      "end": 1497.96,
      "text": "关于Codex的一些进阶能力",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1497.96,
      "end": 1500.76,
      "text": "后面制作产品会反复用到的核心能力",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1500.76,
      "end": 1502.2,
      "text": "我们已经认识的差不多了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1502.2,
      "end": 1505.36,
      "text": "大家可能还会在Codex的界面设置",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1505.36,
      "end": 1506.84,
      "text": "或者其他的教程里",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1506.84,
      "end": 1508.56,
      "text": "看到比如说",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1508.56,
      "end": 1510.26,
      "text": "Agent.md",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1510.26,
      "end": 1511.12,
      "text": "MCP",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1511.12,
      "end": 1511.96,
      "text": "Worktree",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1511.96,
      "end": 1513.92,
      "text": "Cli这些名字",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13678687281862517,
      "no_speech_prob": 1.599960094966768e-11,
      "compression_ratio": 1.2043343653250773,
      "source": "whisper"
    },
    {
      "start": 1513.92,
      "end": 1516.56,
      "text": "这些呢就属于Codex的进届能力",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1516.56,
      "end": 1519.18,
      "text": "不是今天必须全部学会的新手清单",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1519.18,
      "end": 1521.62,
      "text": "这里我先有几分钟来告诉大家",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1521.62,
      "end": 1523.36,
      "text": "他们大概非别解决什么问题",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
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    },
    {
      "start": 1523.36,
      "end": 1525.72,
      "text": "以后真的遇到了对应的需求",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1525.72,
      "end": 1526.72,
      "text": "再深入学习",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1526.72,
      "end": 1529.0,
      "text": "我们先看Agence.md",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
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    },
    {
      "start": 1529.0,
      "end": 1532.56,
      "text": "它本质呢是一个放在项目里的说明文件",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1532.56,
      "end": 1535.48,
      "text": "比如说一个项目要求所有的回答使用中文",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1535.48,
      "end": 1537.34,
      "text": "不能覆盖原始文件",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1537.34,
      "end": 1539.82,
      "text": "每次修改完成后都要进行检查",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
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    },
    {
      "start": 1539.82,
      "end": 1542.6,
      "text": "这些都是一些需要长期遵守的规则",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.10761376314384993,
      "no_speech_prob": 1.599973105392838e-11,
      "compression_ratio": 1.254957507082153,
      "source": "whisper"
    },
    {
      "start": 1542.6,
      "end": 1544.82,
      "text": "就可以写进agents.md",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
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    },
    {
      "start": 1544.82,
      "end": 1547.08,
      "text": "这样大家每次开始新任务的时候",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1547.08,
      "end": 1549.58,
      "text": "就不需要把相同的要求重新复制",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1549.58,
      "end": 1550.92,
      "text": "告诉Codex一遍",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1550.92,
      "end": 1553.02,
      "text": "Codex进入这个项目以后",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1553.02,
      "end": 1554.68,
      "text": "它就会读取这里面的规则",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1554.68,
      "end": 1556.5,
      "text": "大家就可以把它理解成为",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
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    },
    {
      "start": 1556.5,
      "end": 1559.82,
      "text": "这是写给Codex看的项目说明书",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1559.82,
      "end": 1563.5,
      "text": "MCP解决的是连接外部工具和数据的问题",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1563.5,
      "end": 1566.14,
      "text": "Codex本身可以读取项目文件",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1566.14,
      "end": 1567.1,
      "text": "运行命令",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
      "source": "whisper"
    },
    {
      "start": 1567.1,
      "end": 1569.04,
      "text": "但如果希望它访问数据库",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
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    },
    {
      "start": 1569.04,
      "end": 1571.52,
      "text": "内部系统或者是某个专门的服务",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07626778441048711,
      "no_speech_prob": 1.7164370619271452e-11,
      "compression_ratio": 1.2751479289940828,
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    },
    {
      "start": 1571.52,
      "end": 1573.98,
      "text": "就可能需要通过MCP去建立连接",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1573.98,
      "end": 1576.04,
      "text": "它有点像一个统一的接口",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
      "source": "whisper"
    },
    {
      "start": 1576.04,
      "end": 1579.34,
      "text": "让Codex知道怎样和外部工具去交流",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1579.34,
      "end": 1581.28,
      "text": "理人基础阶段呢",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1581.28,
      "end": 1583.3,
      "text": "就先不用去研究它的配置",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1583.3,
      "end": 1585.3,
      "text": "只需要知道以后看到",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1585.3,
      "end": 1587.72,
      "text": "给Codex连接更多的工具",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1587.72,
      "end": 1590.12,
      "text": "背后呢就经常会出现MCP",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1590.12,
      "end": 1592.9,
      "text": "多Agent比较容易从名字去理解",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1592.9,
      "end": 1594.72,
      "text": "当一个任务很搭的时候",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1594.72,
      "end": 1597.86,
      "text": "可以把研究制作和检查",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.4009860112296213e-11,
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    },
    {
      "start": 1597.86,
      "end": 1600.26,
      "text": "拆分给不同的Agent分别处理",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.12126351602422367,
      "no_speech_prob": 1.4009860112296213e-11,
      "compression_ratio": 1.2629870129870129,
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    },
    {
      "start": 1600.26,
      "end": 1603.22,
      "text": "再由主任务去汇总总结果",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1603.22,
      "end": 1606.5,
      "text": "不过多个agent不代表结果一定会自动变好",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1606.5,
      "end": 1609.24,
      "text": "如果是任务本身很简单的时候",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1609.24,
      "end": 1610.82,
      "text": "一个agent反而更清楚",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1610.82,
      "end": 1612.96,
      "text": "只有工作确实可以拆开",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1612.96,
      "end": 1616.06,
      "text": "而且不同部分能够相对独立进行时",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1616.06,
      "end": 1618.06,
      "text": "多agent才真正的有价值",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1618.06,
      "end": 1620.28,
      "text": "work tree也就是工作",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1620.28,
      "end": 1623.12,
      "text": "数则是为了避免多个任务互相干扰",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
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    },
    {
      "start": 1623.12,
      "end": 1624.86,
      "text": "比如说同一个项目里",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
      "source": "whisper"
    },
    {
      "start": 1624.86,
      "end": 1626.88,
      "text": "一个任务正在修改界面",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
      "source": "whisper"
    },
    {
      "start": 1626.88,
      "end": 1629.72,
      "text": "另一个任务同时修复文件处理逻辑",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.08582427433558873,
      "no_speech_prob": 1.4172525132638558e-11,
      "compression_ratio": 1.3107692307692307,
      "source": "whisper"
    },
    {
      "start": 1629.72,
      "end": 1632.58,
      "text": "如果他们都直接修改同一份文件",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1632.58,
      "end": 1633.84,
      "text": "就容易互相覆盖",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
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    },
    {
      "start": 1633.84,
      "end": 1637.66,
      "text": "那Worktree可以为任务建立相对独立的工作区",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1637.66,
      "end": 1639.26,
      "text": "让他们先分别完成",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1639.26,
      "end": 1640.82,
      "text": "再决定怎样合并",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
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    },
    {
      "start": 1640.82,
      "end": 1642.22,
      "text": "所以大家今天先知道",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1642.22,
      "end": 1646.12,
      "text": "它是把不同修改暂时隔开的工具就可以了",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1646.12,
      "end": 1647.54,
      "text": "剩下的Cli",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1647.54,
      "end": 1648.48,
      "text": "Ide",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1648.48,
      "end": 1650.36,
      "text": "Cloud和Remote",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1650.36,
      "end": 1652.14,
      "text": "主要是在回答另一个问题",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1652.14,
      "end": 1654.44,
      "text": "我们可以在哪里使用Codex",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.13552473704020182,
      "no_speech_prob": 1.4894677505261633e-11,
      "compression_ratio": 1.1962616822429906,
      "source": "whisper"
    },
    {
      "start": 1654.44,
      "end": 1657.12,
      "text": "那现在演示的时候使用的是桌面APP",
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    {
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      "text": "CLI是运行在终端里的Codex",
      "chunk": 3,
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    },
    {
      "start": 1659.96,
      "end": 1662.5,
      "text": "它更适合已经习惯命令行的人",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.2908675864342634e-11,
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    {
      "start": 1662.5,
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      "text": "ID1版本会出现在代码编辑器旁边",
      "chunk": 3,
      "language": "zh",
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      "no_speech_prob": 1.2908675864342634e-11,
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    },
    {
      "start": 1665.52,
      "end": 1668.82,
      "text": "方便一边看代码一边和Codex交流",
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      "no_speech_prob": 1.2908675864342634e-11,
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    {
      "start": 1668.82,
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      "text": "Cloud是让任务在云端环境里运行",
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    },
    {
      "start": 1672.1,
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      "text": "适合连接代码仓库",
      "chunk": 3,
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      "no_speech_prob": 1.2908675864342634e-11,
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    {
      "start": 1673.84,
      "end": 1676.38,
      "text": "或者把工作交给远程环境去处理",
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      "no_speech_prob": 1.2908675864342634e-11,
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    },
    {
      "start": 1676.38,
      "end": 1678.96,
      "text": "Remote则可以让我们从手机",
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    },
    {
      "start": 1678.96,
      "end": 1680.64,
      "text": "或者其他已经授权的设备",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.07683699118658668,
      "no_speech_prob": 1.2908675864342634e-11,
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    },
    {
      "start": 1680.64,
      "end": 1683.22,
      "text": "继续查看和管理连接电脑上的任务",
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    },
    {
      "start": 1683.22,
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      "text": "如果项目本来就已经在远程主机上市",
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    },
    {
      "start": 1686.14,
      "end": 1687.8,
      "text": "也可以连接远程环境",
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    {
      "start": 1687.8,
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      "text": "现在Codex可以连接手机操作",
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    },
    {
      "start": 1690.22,
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      "text": "非常方便",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1690.92,
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      "text": "屏幕上的这些进阶名词",
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    },
    {
      "start": 1692.74,
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      "text": "现在不需要记住具体操作",
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    },
    {
      "start": 1694.64,
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      "text": "只要留下一个大概印象",
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    },
    {
      "start": 1696.5,
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      "text": "Agent.imd负责保存项目规则",
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    },
    {
      "start": 1699.94,
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      "text": "MCP负责连接工具",
      "chunk": 3,
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    },
    {
      "start": 1702.3,
      "end": 1705.9,
      "text": "Door Agent和Worktree是帮助处理更复杂的任务",
      "chunk": 3,
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    },
    {
      "start": 1705.9,
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      "text": "而Cli IDE Cloud和Remote",
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    },
    {
      "start": 1709.58,
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      "text": "只是不同的使用环境",
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    },
    {
      "start": 1711.22,
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      "text": "好前面的基础理论部分",
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    {
      "start": 1713.48,
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      "text": "我们先讲到这里",
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    {
      "start": 1714.6,
      "end": 1718.0,
      "text": "如果你现在还是搞不清楚哪个功能在哪",
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    {
      "start": 1718.0,
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      "text": "或者是觉得还是有些抽象",
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    {
      "start": 1719.82,
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      "text": "这完全正常",
      "chunk": 3,
      "language": "zh",
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      "compression_ratio": 1.3994169096209912,
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    },
    {
      "start": 1721.14,
      "end": 1723.96,
      "text": "接下来我们把它放到一个真实的项目里",
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    },
    {
      "start": 1723.96,
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      "text": "你对这些功能就有了更具体的了解",
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    },
    {
      "start": 1726.38,
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      "text": "好 下面我们进入实战环节",
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    },
    {
      "start": 1728.5,
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      "text": "选第一个实战案例的时候",
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    {
      "start": 1730.5,
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      "text": "我不太想为了证明AI很厉害",
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    },
    {
      "start": 1733.24,
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      "text": "专门做一个画面很热闹",
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    {
      "start": 1735.06,
      "end": 1736.12,
      "text": "看起来很厉害",
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    },
    {
      "start": 1736.12,
      "end": 1737.86,
      "text": "但实用性不强的东西",
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    },
    {
      "start": 1737.86,
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      "text": "我更希望这次做出来的产品",
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    },
    {
      "start": 1739.96,
      "end": 1742.88,
      "text": "真正能够进入到某一个人的工作流程",
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    {
      "start": 1742.88,
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      "text": "所以我选的案例是",
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    },
    {
      "start": 1744.52,
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      "text": "素材批量命名助手",
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    },
    {
      "start": 1746.38,
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      "text": "如果你是内容创作者",
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    },
    {
      "start": 1748.02,
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      "text": "或者电商从业者",
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    {
      "start": 1749.2,
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      "text": "拍过视频",
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    },
    {
      "start": 1750.2,
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      "text": "做过剪辑",
      "chunk": 3,
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    },
    {
      "start": 1750.98,
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      "text": "整理过商品图片",
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    },
    {
      "start": 1752.2,
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      "text": "或者是课程素材",
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    },
    {
      "start": 1753.7,
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      "text": "应该对这种场面不陌生",
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    },
    {
      "start": 1755.68,
      "end": 1757.44,
      "text": "Image 8392",
      "chunk": 3,
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      "no_speech_prob": 1.6191853413616286e-11,
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    },
    {
      "start": 1757.44,
      "end": 1760.26,
      "text": "屏幕录制20267月18日",
      "chunk": 3,
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    {
      "start": 1760.26,
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      "text": "最终版",
      "chunk": 3,
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    {
      "start": 1760.96,
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      "text": "最终版2",
      "chunk": 3,
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    {
      "start": 1761.92,
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      "text": "真的最终版",
      "chunk": 3,
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    },
    {
      "start": 1763.44,
      "end": 1764.68,
      "text": "文件少的时候",
      "chunk": 3,
      "language": "zh",
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    },
    {
      "start": 1764.68,
      "end": 1765.9,
      "text": "还能明显靠记忆",
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    {
      "start": 1765.9,
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      "text": "但是素材一多",
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    {
      "start": 1767.34,
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      "text": "光是找对版本",
      "chunk": 3,
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    {
      "start": 1768.42,
      "end": 1770.0,
      "text": "你就已经很消耗耐心了",
      "chunk": 3,
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    {
      "start": 1770.0,
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      "text": "所以我们今天要做的这个APP",
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      "text": "它可以把视频",
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      "text": "再按照项目的名称",
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      "text": "续号 素材类型和可选标签",
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      "text": "一键批量生成整齐的新名称",
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      "text": "而且改名之前可以先预览",
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      "start": 1785.52,
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      "start": 1788.58,
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      "text": "改完以后保留操作记录",
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      "text": "如果真的改错了",
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      "text": "它虽然只是一个小工具",
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      "text": "那么对于第一堂零基础的实战课来讲",
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      "text": "我觉得这比做一个只能摆在那里看的页面更有意义",
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      "text": "大家看了之后肯定会觉得没想到它那么简单",
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      "text": "我们就把它命名为素材批量命名助手",
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      "text": "我现在希望你帮我做一个素材批量命名助手",
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      "text": "你能帮我构思一下这个APP",
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      "start": 1852.04,
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      "text": "你也跟我说出来",
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      "text": "用语音输入法去跟它沟通",
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      "start": 1878.18,
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      "text": "真的特别方便",
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      "text": "要给它一个身份",
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      "start": 1914.64,
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      "text": "就已经给自己设定了一个非常优秀的产品开发和产品",
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      "start": 1939.9,
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      "text": "那对于我个人来讲",
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      "start": 1950.78,
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      "start": 1953.2,
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    {
      "start": 1955.3,
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      "text": "做一个适合多种人群的通用工具",
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      "start": 1958.62,
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      "start": 1959.76,
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      "start": 1961.28,
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      "start": 1964.44,
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      "start": 1967.94,
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      "start": 1969.16,
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      "text": "他会给我们一个什么样的回复",
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      "start": 1971.62,
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      "start": 1973.64,
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      "start": 1974.92,
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      "start": 1977.14,
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      "text": "把大量杂乱的图片",
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      "start": 1978.92,
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      "text": "视频快速变成规范",
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    {
      "start": 1980.48,
      "end": 1982.56,
      "text": "可搜索可交付的素材名章",
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      "start": 1982.56,
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      "text": "包括他分析了下这两类用户",
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    {
      "start": 1985.04,
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      "text": "共同的需求",
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      "start": 1986.56,
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      "text": "这个共同的需求",
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      "start": 1987.62,
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      "text": "其实也就是我们产品的功能",
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      "start": 1990.1,
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      "start": 1992.9,
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      "start": 1994.98,
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      "start": 1996.34,
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      "start": 2001.04,
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      "start": 2002.3,
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      "start": 2005.26,
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      "start": 2006.9,
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      "start": 2009.62,
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      "text": "如果以后我要再升级我的这个产品的话",
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      "start": 2014.04,
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      "text": "然后他向我抛出来了一个问题",
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      "start": 2016.08,
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      "text": "最重要的是弄清楚用户希望APP",
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      "start": 2018.74,
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      "text": "如何理解文件",
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      "start": 2019.82,
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      "text": "那我就把我刚才展示给大家的我",
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      "start": 2022.88,
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      "text": "这个文艺夹里面",
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      "start": 2023.76,
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      "text": "我的这些素材有的叫image7826",
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      "start": 2029.0,
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      "start": 2032.18,
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      "text": "那我希望你最后给我编程的名字",
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      "start": 2037.04,
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      "text": "它的拍摄时间为顺序",
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      "start": 2039.54,
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      "text": "去给我从第一一直列到最后",
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      "start": 2043.38,
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      "text": "然后根据这个素材",
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      "start": 2044.82,
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    {
      "start": 2046.82,
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      "text": "再去给我做一些分类",
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      "start": 2048.76,
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      "text": "另外还有其他的",
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      "text": "你认为可以给我做的一些",
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      "start": 2052.24,
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      "text": "分类和标签",
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      "start": 2053.7,
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      "text": "你都给我添加起来",
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      "start": 2054.88,
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      "text": "但是不要给我添加太多",
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      "start": 2056.82,
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      "text": "只给我一些比较通用的必要的就好",
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    {
      "start": 2059.0,
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      "text": "那在等待他给我们回复的这个间隙",
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      "start": 2061.98,
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      "text": "我们看一下",
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    {
      "start": 2062.98,
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      "text": "在做这个产品的时候",
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    {
      "start": 2064.64,
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      "text": "用的是什么模型",
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    {
      "start": 2066.16,
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      "text": "现在是7月22日",
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    {
      "start": 2070.36,
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      "text": "目前是更新到了",
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      "start": 2073.8,
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      "text": "GPT5.6这个模型",
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      "start": 2075.74,
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      "text": "那这里有5.6",
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      "start": 2078.08,
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      "text": "Terra",
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      "start": 2078.7,
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      "text": "Luna",
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      "start": 2079.14,
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      "text": "还有5.5",
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      "start": 2080.62,
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      "text": "mini",
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      "text": "和5.3",
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      "text": "Spark",
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      "start": 2082.26,
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      "text": "它们具体是什么区别呢",
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      "text": "目前5.6",
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    {
      "start": 2086.72,
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      "text": "Soul",
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      "start": 2087.08,
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      "text": "这个模型",
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      "start": 2087.78,
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      "text": "它是旗舰模型",
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      "start": 2089.3,
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      "text": "它适合的是",
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      "start": 2090.62,
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      "text": "复杂的开发架构",
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      "start": 2091.94,
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      "text": "一难bug",
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      "start": 2092.52,
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      "text": "高风险",
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      "start": 2093.18,
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      "text": "上线",
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      "start": 2093.78,
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      "text": "深度研究",
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      "start": 2094.6,
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      "text": "这张表里面",
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      "start": 2095.72,
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      "text": "它的编程能力",
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      "start": 2096.96,
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      "text": "可以看出来",
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      "text": "Soul",
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      "text": "它整体",
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      "text": "是非常明显的",
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      "text": "强于5.5的",
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      "start": 2103.86,
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      "text": "Terra",
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      "start": 2104.5,
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      "text": "它整体高于",
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      "start": 2105.86,
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      "text": "或者是接近5.5",
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      "start": 2107.82,
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      "text": "LUNA呢",
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      "start": 2109.3,
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      "text": "它在部分代码修改测试中",
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      "start": 2112.42,
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      "text": "是超过5.5",
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      "text": "但是在复杂的中端工作流中",
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      "text": "是略逊于5.5的",
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      "text": "所以LUNA呢",
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      "start": 2119.4,
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      "text": "它更适合边界清楚的执行",
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      "start": 2121.8,
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      "text": "快速试错或者小逻辑的调整",
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      "text": "其实用5.3 Spark",
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      "text": "也是可以的",
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      "start": 2128.22,
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      "text": "它的优点就是快",
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      "start": 2129.68,
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      "text": "真的很快",
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      "text": "5.4 Mini",
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      "start": 2131.72,
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      "text": "它也是比较便宜快速",
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      "start": 2134.92,
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      "text": "但是如果是复杂的工作",
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      "start": 2137.06,
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      "text": "还是交给5.6来处理",
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      "start": 2139.12,
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      "start": 2141.84,
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      "text": "我希望它能质量稍微高一点",
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    {
      "start": 2146.92,
      "end": 2148.48,
      "text": "因为我要给大家录视频嘛",
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      "start": 2148.48,
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      "text": "所以我就选了推理强度",
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      "start": 2150.76,
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      "text": "即高和速度快速",
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      "start": 2153.26,
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      "text": "它是1.5倍的速度",
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      "start": 2155.48,
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      "text": "但是它用量更多",
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      "start": 2156.74,
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      "text": "那我们给Codex的建议",
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      "start": 2159.2,
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      "text": "它已经反馈回来了",
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      "start": 2160.36,
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      "text": "它说它也同意第一版",
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      "start": 2161.96,
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      "text": "只做一个入口",
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      "start": 2162.84,
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      "text": "最合理",
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      "start": 2164.14,
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      "text": "我们就不区分电商和自媒体了",
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      "start": 2166.32,
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      "text": "他理解的一个核心流程",
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      "start": 2168.42,
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      "text": "把素材拖进来",
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    {
      "start": 2170.32,
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      "text": "读取拍摄时间并排序",
      "chunk": 4,
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      "start": 2172.06,
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      "text": "从001开始编号",
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      "start": 2173.62,
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      "text": "自动识别少量的分类和标签",
      "chunk": 4,
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      "avg_logprob": -0.1288199742635091,
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      "start": 2176.54,
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      "text": "预览确认改名",
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      "start": 2178.34,
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      "text": "然后还有一个比较重要的边界",
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      "start": 2181.32,
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      "text": "是第一版建议指重命名",
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      "start": 2183.98,
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      "text": "不自动移动文件",
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      "start": 2185.38,
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      "text": "这样更安全",
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      "start": 2186.66,
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      "text": "我觉得这个也是合理的",
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      "start": 2190.14,
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      "text": "他现在需要我们决定的是",
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    {
      "start": 2192.84,
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      "text": "分了个标签最后放在哪里",
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      "text": "我们可以选",
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      "start": 2196.66,
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      "text": "A就是自动写到文件名",
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      "text": "B是自动创建",
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      "start": 2201.7,
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      "text": "分了文件夹",
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      "start": 2202.72,
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      "text": "或者是",
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      "start": 2203.98,
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      "text": "多能使用",
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      "text": "也就是在我们的APP里",
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    {
      "start": 2206.82,
      "end": 2208.2,
      "text": "再多一个功能",
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      "start": 2208.2,
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      "text": "但其实第一版",
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      "start": 2209.66,
      "end": 2211.88,
      "text": "功能不需要做那么多",
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      "text": "我们就把这个标签",
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      "start": 2213.52,
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      "text": "直接写到文件名里",
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      "start": 2214.62,
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      "text": "我选择A",
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      "start": 2216.02,
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      "text": "我们先跟他",
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    {
      "start": 2219.14,
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      "text": "把这个问题确定下来",
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      "start": 2221.32,
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      "text": "他在这里又给我们提了一个建议",
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      "start": 2223.66,
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      "text": "说增加一个批次主题",
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      "start": 2225.68,
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      "text": "因为如果每批都是叫001",
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      "start": 2229.76,
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      "text": "不同项目放在一起就很容易重名",
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      "start": 2233.0,
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      "text": "我选择A",
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      "start": 2234.92,
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      "text": "你说的这个我的理解是",
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    {
      "start": 2237.46,
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      "text": "在我把素材拖进去之后",
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      "start": 2241.68,
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      "text": "重命名之前",
      "chunk": 4,
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      "start": 2243.02,
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      "text": "我可以在APP界面上输入一个主题词",
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      "start": 2248.22,
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      "text": "然后这个主题词",
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      "start": 2249.68,
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      "text": "它会批量出现在",
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    {
      "start": 2252.22,
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      "text": "我重命名的这些文件里",
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      "start": 2254.22,
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      "text": "我的理解对吗",
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    {
      "start": 2255.58,
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      "text": "在后面写代码的时候",
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    {
      "start": 2259.72,
      "end": 2263.06,
      "text": "我们需要跟Codex说清楚",
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      "start": 2263.06,
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      "text": "有哪些是一定要改",
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      "start": 2266.04,
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      "text": "哪些是一定不能碰的",
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      "start": 2268.12,
      "end": 2270.96,
      "text": "但是在前面我们讨论需求的时候",
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      "start": 2270.96,
      "end": 2274.28,
      "text": "你就想怎么说就怎么说",
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      "start": 2274.28,
      "end": 2276.58,
      "text": "有语法错误也没有什么问题",
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      "start": 2276.58,
      "end": 2280.42,
      "text": "只要你把你的想法表达清楚就可以",
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    {
      "start": 2280.42,
      "end": 2284.4,
      "text": "他给我回复说理解的是正确的",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.4509973951526423e-11,
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    {
      "start": 2284.4,
      "end": 2286.82,
      "text": "接下来需要确认一个影响比较大的问题",
      "chunk": 4,
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      "no_speech_prob": 1.4509973951526423e-11,
      "compression_ratio": 1.338289962825279,
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    },
    {
      "start": 2286.82,
      "end": 2289.4,
      "text": "商品人物场景特写这些标签",
      "chunk": 4,
      "language": "zh",
      "avg_logprob": -0.07752717203564113,
      "no_speech_prob": 1.4509973951526423e-11,
      "compression_ratio": 1.338289962825279,
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    },
    {
      "start": 2289.4,
      "end": 2292.36,
      "text": "我希望APP是自动分析画面",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.4509973951526423e-11,
      "compression_ratio": 1.338289962825279,
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    },
    {
      "start": 2292.36,
      "end": 2295.22,
      "text": "同时允许我在确认前手动修改标签",
      "chunk": 4,
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      "avg_logprob": -0.07752717203564113,
      "no_speech_prob": 1.4509973951526423e-11,
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    {
      "start": 2295.22,
      "end": 2297.52,
      "text": "我不希望他在自动分析画面",
      "chunk": 4,
      "language": "zh",
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      "no_speech_prob": 1.4509973951526423e-11,
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    {
      "start": 2297.52,
      "end": 2300.12,
      "text": "我直接手动修改标签就行了",
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    },
    {
      "start": 2300.12,
      "end": 2301.6,
      "text": "因为也不是什么很复杂的事情",
      "chunk": 4,
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      "no_speech_prob": 1.4509973951526423e-11,
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    {
      "start": 2301.6,
      "end": 2304.92,
      "text": "所以我直接根据文件类型",
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      "start": 2304.92,
      "end": 2306.94,
      "text": "尺寸横竖方向",
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      "start": 2306.94,
      "end": 2308.8,
      "text": "添加简单的标签就可以了",
      "chunk": 4,
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      "start": 2308.8,
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      "text": "所以我选B",
      "chunk": 4,
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      "start": 2310.58,
      "end": 2314.9,
      "text": "他自动",
      "chunk": 4,
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    {
      "start": 2314.9,
      "end": 2316.32,
      "text": "没有关系",
      "chunk": 4,
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    {
      "start": 2316.32,
      "end": 2317.64,
      "text": "他明白我在说什么",
      "chunk": 4,
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      "start": 2317.64,
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      "text": "他说选B很合理",
      "chunk": 4,
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      "start": 2323.36,
      "end": 2324.98,
      "text": "而且更符合第一版",
      "chunk": 4,
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      "start": 2324.98,
      "end": 2326.78,
      "text": "简单稳定好用的目标",
      "chunk": 4,
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      "start": 2326.78,
      "end": 2327.0,
      "text": "对",
      "chunk": 4,
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      "start": 2327.0,
      "end": 2328.56,
      "text": "这个稳定其实也很重要",
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    {
      "start": 2328.56,
      "end": 2329.92,
      "text": "自动分析画面",
      "chunk": 4,
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    },
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      "start": 2329.92,
      "end": 2333.1,
      "text": "它能不能稳定的识别出正确的画面",
      "chunk": 4,
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      "start": 2333.1,
      "end": 2334.48,
      "text": "正确的类型",
      "chunk": 4,
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    {
      "start": 2334.48,
      "end": 2336.88,
      "text": "我也不能很确定",
      "chunk": 4,
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      "compression_ratio": 1.4426229508196722,
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    {
      "start": 2336.88,
      "end": 2341.0,
      "text": "我觉得他问我问题问的太慢了",
      "chunk": 4,
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    {
      "start": 2341.0,
      "end": 2343.18,
      "text": "我希望他能快一点回来",
      "chunk": 4,
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    {
      "start": 2343.18,
      "end": 2344.04,
      "text": "快点问",
      "chunk": 4,
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      "start": 2344.04,
      "end": 2345.18,
      "text": "快问快答吧",
      "chunk": 4,
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    {
      "start": 2345.18,
      "end": 2347.4,
      "text": "这一个一个到什么时候",
      "chunk": 4,
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    {
      "start": 2347.4,
      "end": 2350.16,
      "text": "下个问题是尺寸怎么表示",
      "chunk": 4,
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    {
      "start": 2350.16,
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      "text": "可以",
      "chunk": 4,
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      "start": 2351.04,
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      "text": "我觉得可以选A",
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    {
      "start": 2352.22,
      "end": 2355.06,
      "text": "另外你能不能把一些问题",
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    {
      "start": 2355.06,
      "end": 2357.12,
      "text": "全部都给我说出来",
      "chunk": 4,
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    {
      "start": 2357.12,
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      "text": "你不要这样一个一个的问",
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    {
      "start": 2358.74,
      "end": 2360.22,
      "text": "我觉得很耽误时间",
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      "start": 2360.22,
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      "text": "只要是这个问题的答案",
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    },
    {
      "start": 2362.5,
      "end": 2367.82,
      "text": "不会影响到其他的选项的逻辑",
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      "start": 2367.82,
      "end": 2370.26,
      "text": "那你就把这些问题全部都抛给我",
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      "start": 2370.26,
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      "text": "另外把这些推荐也都告诉我",
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    {
      "start": 2372.74,
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      "text": "就是你的推荐答案",
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      "start": 2373.7,
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      "text": "你也告诉我",
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    {
      "start": 2374.9,
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      "text": "我会最后回复你",
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    {
      "start": 2377.46,
      "end": 2379.38,
      "text": "是不是全部按你的推荐来",
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    },
    {
      "start": 2379.38,
      "end": 2381.46,
      "text": "或者是哪个单独的我要修改",
      "chunk": 4,
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    {
      "start": 2384.34,
      "end": 2385.7,
      "text": "我讨厌磨磨叽叽的",
      "chunk": 4,
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      "start": 2385.7,
      "end": 2390.16,
      "text": "可以这样更高效",
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      "start": 2390.16,
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      "text": "只要这些问题之间互相不依赖",
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    {
      "start": 2393.24,
      "end": 2395.38,
      "text": "它就会一次性的给我列出来",
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      "start": 2395.38,
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      "text": "目前已经确定的设计",
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      "start": 2397.26,
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      "text": "它写在这里",
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    {
      "start": 2398.08,
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      "text": "然后剩余的决策",
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      "start": 2415.0,
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      "text": "可以",
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      "start": 2417.0,
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      "text": "图片和视频如何编号",
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      "start": 2420.0,
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      "text": "图片和视频放在一起按时间统一编号",
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      "start": 2423.0,
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      "text": "也可以",
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      "start": 2425.0,
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      "text": "下面我就自己大概看一下",
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      "start": 2428.0,
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      "text": "就不一一的给它加列了",
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      "start": 2432.0,
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      "text": "好的好的",
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      "start": 2433.0,
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      "text": "全部按你推荐的",
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    {
      "start": 2435.0,
      "end": 2436.0,
      "text": "来",
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      "start": 2439.0,
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      "text": "好的",
      "chunk": 5,
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      "start": 2440.0,
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      "text": "然后它给我反馈",
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    {
      "start": 2441.0,
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      "text": "给了我三个产品方向",
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      "start": 2443.0,
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      "text": "第一个是单窗口固定规则及时预览",
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      "start": 2446.68,
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      "text": "也就是拖入素材",
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      "start": 2448.8,
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      "text": "同一个窗口收入主题",
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      "start": 2450.12,
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      "text": "马上就可以看到新闻件名",
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      "start": 2451.62,
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      "text": "第二个是分布就向到",
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      "start": 2454.06,
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      "text": "多了一个检查排序的这么一个过程",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2458.42,
      "end": 2460.96,
      "text": "第三个是专业规则编辑起",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2460.96,
      "end": 2463.8,
      "text": "可以自由组合这些字段",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2463.8,
      "end": 2465.94,
      "text": "目前我觉得不需要",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2465.94,
      "end": 2468.2,
      "text": "像方向三一样这么复杂",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2468.2,
      "end": 2471.68,
      "text": "但是第一个方向一又太简单了",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.1313339869181315,
      "no_speech_prob": 3.179269347786118e-11,
      "compression_ratio": 1.372093023255814,
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    },
    {
      "start": 2471.68,
      "end": 2474.52,
      "text": "我还是希望它有一些什么功能呢",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2474.52,
      "end": 2476.9,
      "text": "就是排除非法字符",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2476.9,
      "end": 2479.6,
      "text": "排除重命名等",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2479.6,
      "end": 2481.58,
      "text": "这样一些安全检查的这个步骤",
      "chunk": 5,
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      "no_speech_prob": 1.3367216188109321e-11,
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    },
    {
      "start": 2481.58,
      "end": 2482.88,
      "text": "我觉得这个是不能少的",
      "chunk": 5,
      "language": "zh",
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    },
    {
      "start": 2482.88,
      "end": 2484.36,
      "text": "所以我要再跟大家提一下",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.3367216188109321e-11,
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    {
      "start": 2484.36,
      "end": 2487.08,
      "text": "我同意你说的这个方向一",
      "chunk": 5,
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      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2487.08,
      "end": 2489.74,
      "text": "但是我希望多一个安全检查",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.3367216188109321e-11,
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    },
    {
      "start": 2489.74,
      "end": 2490.28,
      "text": "这个步骤",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
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    },
    {
      "start": 2490.28,
      "end": 2492.46,
      "text": "也就是查一下是否有重命名",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    {
      "start": 2492.46,
      "end": 2494.08,
      "text": "是否有非法字符",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2494.08,
      "end": 2495.42,
      "text": "等等一系列",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.10777057106815167,
      "no_speech_prob": 1.3367216188109321e-11,
      "compression_ratio": 1.5118110236220472,
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    },
    {
      "start": 2495.42,
      "end": 2496.7,
      "text": "这些问题",
      "chunk": 5,
      "language": "zh",
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    },
    {
      "start": 2496.7,
      "end": 2498.9,
      "text": "你把这一步再给我加进去",
      "chunk": 5,
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      "no_speech_prob": 1.3367216188109321e-11,
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    },
    {
      "start": 2498.9,
      "end": 2501.8,
      "text": "另外关于UI的配色",
      "chunk": 5,
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    {
      "start": 2501.8,
      "end": 2505.76,
      "text": "我还是希望能再跟你讨论一下",
      "chunk": 5,
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      "no_speech_prob": 1.6368831637358916e-11,
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    {
      "start": 2505.76,
      "end": 2507.42,
      "text": "你刚才说的那个太简单了",
      "chunk": 5,
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    },
    {
      "start": 2507.42,
      "end": 2509.24,
      "text": "你再给我三个方案",
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    {
      "start": 2509.24,
      "end": 2511.32,
      "text": "我来对比选择一下",
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    {
      "start": 2511.32,
      "end": 2514.82,
      "text": "最近我发现它的一个新功能",
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      "no_speech_prob": 1.6368831637358916e-11,
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    },
    {
      "start": 2514.82,
      "end": 2517.16,
      "text": "在7月上旬用的时候",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.6368831637358916e-11,
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      "start": 2517.16,
      "end": 2518.38,
      "text": "还没有这个功能",
      "chunk": 5,
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    },
    {
      "start": 2518.38,
      "end": 2521.82,
      "text": "它可以直接在Codex的浏览器里面",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.6368831637358916e-11,
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    {
      "start": 2521.82,
      "end": 2524.78,
      "text": "几个配色在右边这边展示出来",
      "chunk": 5,
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      "no_speech_prob": 1.6368831637358916e-11,
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    },
    {
      "start": 2524.78,
      "end": 2526.22,
      "text": "这样就比较直观",
      "chunk": 5,
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    },
    {
      "start": 2528.9,
      "end": 2531.84,
      "text": "给了我三个方案",
      "chunk": 5,
      "language": "zh",
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      "compression_ratio": 1.1791044776119404,
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    {
      "start": 2531.84,
      "end": 2538.9,
      "text": "雾蓝青绿暖纱工作室和石墨电光蓝",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19911537530287257,
      "no_speech_prob": 1.6750958259370563e-11,
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    },
    {
      "start": 2538.9,
      "end": 2541.36,
      "text": "它的建议是A",
      "chunk": 5,
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      "compression_ratio": 1.1791044776119404,
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    },
    {
      "start": 2541.36,
      "end": 2545.68,
      "text": "我觉得A的工具感也比较强",
      "chunk": 5,
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      "no_speech_prob": 1.6750958259370563e-11,
      "compression_ratio": 1.1791044776119404,
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    },
    {
      "start": 2545.68,
      "end": 2550.16,
      "text": "我给大家演示的之前我做的产品",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19911537530287257,
      "no_speech_prob": 1.6750958259370563e-11,
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    },
    {
      "start": 2550.16,
      "end": 2553.24,
      "text": "是一个偏暖色的方案",
      "chunk": 5,
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    {
      "start": 2553.24,
      "end": 2557.22,
      "text": "现在我们在做工具气质更强一点的",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19911537530287257,
      "no_speech_prob": 1.6750958259370563e-11,
      "compression_ratio": 1.1791044776119404,
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    {
      "start": 2557.22,
      "end": 2557.8,
      "text": "我选A",
      "chunk": 5,
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      "no_speech_prob": 1.6750958259370563e-11,
      "compression_ratio": 1.1791044776119404,
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    },
    {
      "start": 2557.8,
      "end": 2563.08,
      "text": "那我们现在这个产品的视觉方向就定下来了",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.14506137732303503,
      "no_speech_prob": 1.2493630262289113e-11,
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    },
    {
      "start": 2563.08,
      "end": 2566.36,
      "text": "它是一个浅雾蓝背景白色工作区",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.14506137732303503,
      "no_speech_prob": 1.2493630262289113e-11,
      "compression_ratio": 1.1940298507462686,
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    },
    {
      "start": 2566.36,
      "end": 2568.96,
      "text": "轻绿色主操作与成功状态",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.14506137732303503,
      "no_speech_prob": 1.2493630262289113e-11,
      "compression_ratio": 1.1940298507462686,
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    },
    {
      "start": 2568.96,
      "end": 2572.26,
      "text": "减高和错误另外使用琥珀色红色",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.14506137732303503,
      "no_speech_prob": 1.2493630262289113e-11,
      "compression_ratio": 1.1940298507462686,
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    },
    {
      "start": 2572.26,
      "end": 2576.26,
      "text": "安全检查状态加入了进去",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.14506137732303503,
      "no_speech_prob": 1.2493630262289113e-11,
      "compression_ratio": 1.1940298507462686,
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    },
    {
      "start": 2576.26,
      "end": 2579.5,
      "text": "我们看一下它的视觉效果",
      "chunk": 5,
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      "no_speech_prob": 1.2493630262289113e-11,
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    },
    {
      "start": 2587.8,
      "end": 2590.88,
      "text": "可以执行返回修改",
      "chunk": 5,
      "language": "zh",
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      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2590.88,
      "end": 2594.8,
      "text": "开始重命名",
      "chunk": 5,
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      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2594.8,
      "end": 2595.24,
      "text": "可以",
      "chunk": 5,
      "language": "zh",
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      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2595.24,
      "end": 2600.76,
      "text": "可以",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19848641482266513,
      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
      "source": "whisper"
    },
    {
      "start": 2600.76,
      "end": 2603.78,
      "text": "现在它更新了视觉页",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19848641482266513,
      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2603.78,
      "end": 2606.18,
      "text": "说展示了三个关键状态",
      "chunk": 5,
      "language": "zh",
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      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2606.18,
      "end": 2608.24,
      "text": "我们再打开看一下",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19848641482266513,
      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
      "source": "whisper"
    },
    {
      "start": 2608.24,
      "end": 2612.38,
      "text": "这是检查被阻止",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19848641482266513,
      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
      "source": "whisper"
    },
    {
      "start": 2612.38,
      "end": 2617.06,
      "text": "重命名成功和撤销完成的三个状态",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.19848641482266513,
      "no_speech_prob": 1.183186361386479e-11,
      "compression_ratio": 1.1715976331360947,
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    },
    {
      "start": 2617.8,
      "end": 2622.4,
      "text": "都可以",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.16547307452640017,
      "no_speech_prob": 9.732915862148417e-12,
      "compression_ratio": 1.1223021582733812,
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    },
    {
      "start": 2622.4,
      "end": 2635.84,
      "text": "在它思考了一段时间之后",
      "chunk": 5,
      "language": "zh",
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      "compression_ratio": 1.1223021582733812,
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    },
    {
      "start": 2635.84,
      "end": 2640.0,
      "text": "给了我们一整套完整的产品设计方案",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.16547307452640017,
      "no_speech_prob": 9.732915862148417e-12,
      "compression_ratio": 1.1223021582733812,
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    },
    {
      "start": 2640.0,
      "end": 2642.54,
      "text": "有产品边界",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.16547307452640017,
      "no_speech_prob": 9.732915862148417e-12,
      "compression_ratio": 1.1223021582733812,
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    },
    {
      "start": 2642.54,
      "end": 2643.94,
      "text": "完整的操作流程",
      "chunk": 5,
      "language": "zh",
      "avg_logprob": -0.16547307452640017,
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      "text": "安全检查范围",
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      "text": "内部构成",
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      "start": 2647.6,
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      "text": "也就是功能上的六个模块",
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      "start": 2650.54,
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      "text": "执行和吃销的原则",
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      "text": "视觉规范",
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      "text": "第一版验收的重点",
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      "start": 2656.7,
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      "text": "我在这里演示就稍微快一点",
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      "start": 2660.22,
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      "text": "大家在自己做项目的时候",
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      "text": "还是要更深入",
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      "start": 2664.58,
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      "text": "更详细的和大家去讨论一下",
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      "text": "如果哪里你觉得不符合你的预期",
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      "text": "你就直接和它提出来",
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      "text": "包括验收重点",
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      "start": 2672.76,
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      "text": "你要再多提一些",
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      "start": 2674.76,
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      "text": "这里我就不再过多的去对它进行要求了",
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      "text": "那我们就确认完整设计",
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      "text": "我们等待它整理成一个正式的设计文档",
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      "text": "然后我们最后再审议一次",
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      "text": "它应该就会进入开发阶段了",
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      "text": "那我们在这里再复习一下",
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      "text": "这里我们有加号",
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      "text": "绿色的加号339",
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      "text": "红色的减号",
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      "text": "这就是Dev",
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      "text": "我们加",
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      "text": "就说明他在写东西",
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      "text": "在输入东西",
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      "text": "减",
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      "text": "因为目前我们没有进行一些修改",
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      "text": "基本上都是新设新增的一些内容",
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      "text": "所以他没有删掉的一些",
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      "text": "比如说我们要把一个红色按钮",
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      "text": "改成一个绿色按钮",
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      "text": "那这个红色部分也会显示",
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      "text": "他会删减一些代码",
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      "text": "那我们现在看一下",
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      "text": "它给我们交付的第一版产品设计文档",
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      "text": "这是一个MD格式的文件",
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      "text": "我们直接在右边看",
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      "text": "包括产品概述",
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      "text": "数据与隐私",
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      "text": "错误处理",
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      "text": "验收与测试",
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      "start": 2763.36,
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      "text": "风险与应对和后续可能的方向",
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    {
      "start": 2767.96,
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      "text": "看了这个产品设计文档",
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      "start": 2770.12,
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      "text": "没什么问题的话",
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    {
      "start": 2771.08,
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      "text": "我们就回复它文档通过",
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    {
      "start": 2772.52,
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      "text": "制定详细的实施计划吧",
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      "start": 2776.86,
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      "text": "这里可以看到",
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    {
      "start": 2780.42,
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      "text": "它自动使用了一个",
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    {
      "start": 2781.68,
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      "text": "Superpowers里面的",
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    {
      "start": 2783.42,
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      "text": "制定开发计划的一个skill",
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      "text": "所以其实",
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      "text": "这并不是我和Codex之间的交流太随意",
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      "text": "而是目前GPT 5.6 Soul的这个模型",
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      "text": "它的聪明程度完全可以理解",
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      "text": "我与它之间这么轻松随意的沟通中",
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      "text": "表达出来的我对这个产品的要求",
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      "text": "和这个产品它的内核",
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      "text": "我觉得可以这样理解",
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      "text": "就是我只要把我的想法告诉它",
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      "start": 2814.02,
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      "text": "它会通过一系列的追问",
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      "start": 2816.4,
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      "text": "以及补充去帮我把这个产品丰富成8到9分",
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      "start": 2821.28,
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      "text": "包括是如果你的系统环境缺了一些依赖",
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      "text": "它会自动帮你安装",
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    {
      "start": 2827.78,
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      "text": "或者是选择绕过这个依赖",
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    {
      "start": 2831.24,
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      "text": "用其他的方法去解决问题",
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      "text": "它都会自己去进行这方面的思考",
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    {
      "start": 2835.72,
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      "text": "比如说在这里",
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      "start": 2837.46,
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      "text": "它发现我的环境里没有完整的Xcode",
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      "text": "但是我装了这个Swift 5.10",
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      "text": "它就规划了另外一个能实现的路径",
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      "start": 2846.7,
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      "text": "但实际上说实话",
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    {
      "start": 2847.92,
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      "text": "Swift UI Swift Package",
      "chunk": 5,
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      "text": "我确实也不知道有什么东西",
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      "text": "但是这都没有关系",
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      "start": 2855.9,
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      "text": "你不懂代码这个事情",
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    {
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      "text": "在Codex眼里它一点都不是问题",
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    {
      "start": 2861.06,
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      "text": "经过15分钟的等待",
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    },
    {
      "start": 2863.22,
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      "text": "它现在是已经把详细的实施计划",
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    {
      "start": 2866.02,
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      "text": "给我们做出来了",
      "chunk": 5,
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      "start": 2867.24,
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      "text": "这个计划里面包括了13个任务",
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    {
      "start": 2869.98,
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      "text": "覆盖原数据读取",
      "chunk": 5,
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    },
    {
      "start": 2871.64,
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      "text": "命名安全检查事物改命",
      "chunk": 5,
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      "avg_logprob": -0.11108186917427258,
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    {
      "start": 2874.24,
      "end": 2875.42,
      "text": "跨重启撤销",
      "chunk": 5,
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    {
      "start": 2875.42,
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      "text": "完整UI和3000项性能测试",
      "chunk": 5,
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      "no_speech_prob": 7.5263814278137e-12,
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      "start": 2880.0,
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      "text": "這個3000項其實就是我們最多能給他約3000個受支持素材的導入和本機的APP打包。",
      "chunk": 6,
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      "start": 2888.68,
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      "text": "那他给我们执行方式推荐了两种",
      "chunk": 6,
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      "start": 2891.62,
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      "text": "一种是子代理逐任务开发",
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      "start": 2893.74,
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      "text": "也就是这每个任务他独立实施",
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      "start": 2896.56,
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      "text": "然后相当于他同时进行",
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      "start": 2898.52,
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      "text": "然后第二个任务是当前任务内连续开发",
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    {
      "start": 2901.22,
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      "text": "他在这里按批次的执行",
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      "start": 2902.98,
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      "text": "所以我觉得我们可以选第一个",
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    {
      "start": 2905.02,
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      "text": "因为这十三个任务之间没有非常明显的",
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    {
      "start": 2908.52,
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      "text": "互相逻辑上有牵绊的这么一种情况",
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    {
      "start": 2911.26,
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      "text": "当时",
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    {
      "start": 2912.92,
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      "text": "现在我们就可以看到",
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    },
    {
      "start": 2915.98,
      "end": 2921.26,
      "text": "他使用了Superpowers里面的Using Gateworktrees",
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    {
      "start": 2921.26,
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      "text": "我们前面学到的这些理论上的东西",
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      "start": 2924.38,
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      "text": "在这里就可以看到了",
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    {
      "start": 2925.7,
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      "text": "他建立了一个隔离的工作区",
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    {
      "start": 2927.38,
      "end": 2930.98,
      "text": "互相之间不会污染其他任务的进度",
      "chunk": 6,
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    {
      "start": 2930.98,
      "end": 2932.82,
      "text": "在直线之前",
      "chunk": 6,
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    {
      "start": 2932.82,
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      "text": "他又给我们提出了两个问题",
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    {
      "start": 2935.4,
      "end": 2936.38,
      "text": "让我们确认一下",
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    {
      "start": 2936.38,
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      "text": "第一个是是否同意他创建隔离工作区",
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    {
      "start": 2940.36,
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      "text": "我们肯定是同意的",
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    {
      "start": 2941.52,
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      "text": "第二个是因为我的电脑上没有完整的Xcode",
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    {
      "start": 2945.24,
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      "text": "他说让我通过app store安装手次打开",
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      "start": 2950.4,
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      "text": "或者是这个还是要安装的",
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      "start": 2954.04,
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      "text": "可是我不想自己安装",
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      "start": 2956.24,
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      "text": "我让他手动帮我安装",
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      "start": 2957.84,
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      "text": "我同意你建立工作区",
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      "start": 2960.56,
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      "text": "但是我希望你帮我装Xcode",
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      "start": 2962.68,
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      "text": "我不想自己装",
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      "start": 2963.6,
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      "text": "你帮我装就行了",
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      "start": 2968.64,
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      "text": "自从有了codex之后",
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    {
      "start": 2970.28,
      "end": 2971.6,
      "text": "真的是越来越懒了",
      "chunk": 6,
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      "start": 2971.6,
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      "text": "很多事情我都会先问他一句",
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      "start": 2973.44,
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      "text": "你能帮我做吗",
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      "start": 2974.8,
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      "text": "如果是你能帮我做你就帮我做",
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      "start": 2976.48,
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      "text": "我就不自己动手了",
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      "start": 2978.08,
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      "text": "如果是你实在没法帮我做的",
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      "start": 2980.84,
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      "text": "我才会自己去做",
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      "start": 2982.64,
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      "text": "所以我觉得大家也可以养成这样一个习惯",
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      "start": 2986.18,
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      "text": "有什么工作可以先问他一句",
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      "start": 2988.16,
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      "text": "你能替我做吗",
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      "start": 2990.38,
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      "text": "因为我们使用AI最终的这个目的",
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      "start": 2994.1,
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      "text": "还是要Agent化",
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      "start": 2996.26,
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      "text": "自动化",
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    {
      "start": 2997.82,
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      "text": "能让他帮我们做的工作",
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      "start": 2999.68,
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      "text": "我们就一点都不多做",
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      "start": 3001.92,
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      "text": "那这里我们就先试一下",
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      "start": 3003.8,
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      "text": "Xcode它能帮我装好呢",
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    {
      "start": 3006.96,
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      "text": "还可以在这里去复习一下我们学的引导",
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      "text": "就是追问引导这个功能",
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      "text": "比如说你帮我装Xcode会不会浪费我的很多token",
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      "start": 3022.8,
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      "text": "其实我知道答案",
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      "text": "它不会浪费我们很多的token的",
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      "start": 3026.44,
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      "text": "软件或者是依赖的下载",
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      "start": 3028.32,
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      "text": "它和我们的token消耗量是没有什么关系的",
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      "text": "它不属于这种输出的部分",
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      "start": 3034.74,
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      "text": "但是我们还是问它一下吧",
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      "start": 3037.2,
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      "text": "它回答我们说",
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      "start": 3038.5,
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      "text": "不会明显的浪费Token",
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      "start": 3039.72,
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      "text": "真正的成本是网络流量",
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      "start": 3041.74,
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      "text": "所以我们刚才问的这个问题",
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      "start": 3044.78,
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      "text": "它在回答我们这个问题的同时",
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      "start": 3047.2,
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      "text": "它手里的工作并没有停",
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      "start": 3049.04,
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      "text": "只是把我们问它的这个问题",
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    {
      "start": 3051.82,
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      "text": "给我们顺便回复了一下",
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    {
      "start": 3053.72,
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      "text": "然后它又对我们进行了一些安抚啊",
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    {
      "start": 3056.52,
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      "text": "说这个下载到了16%左右",
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      "start": 3059.98,
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      "text": "消耗的是时间",
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      "start": 3061.22,
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      "text": "不会按照等待时长大量消耗token",
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      "start": 3063.74,
      "end": 3065.18,
      "text": "让我们放心",
      "chunk": 6,
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      "start": 3065.18,
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      "text": "刚刚我让Codex帮我安装了Xcode",
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      "start": 3071.46,
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      "text": "确实就是它自动帮我安装好了",
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      "start": 3075.72,
      "end": 3077.44,
      "text": "中间我登录了一下",
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    {
      "start": 3077.44,
      "end": 3080.22,
      "text": "我的App Store的账号",
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      "start": 3080.22,
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      "text": "其他的都是它帮我完成的",
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      "start": 3082.04,
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      "text": "那现在它已经开始",
      "chunk": 6,
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    {
      "start": 3083.58,
      "end": 3087.5,
      "text": "同时进行着13个任务",
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    {
      "start": 3087.5,
      "end": 3089.22,
      "text": "我们再等一会儿",
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    {
      "start": 3089.22,
      "end": 3091.1,
      "text": "我准备出面拿个快递",
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      "start": 3091.1,
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      "text": "这个任务它跑了两个小时",
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      "start": 3097.5,
      "end": 3099.22,
      "text": "4分钟25秒",
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      "start": 3099.22,
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      "text": "现在是123456",
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      "start": 3101.18,
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      "start": 3103.6,
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      "text": "并且通过审查了",
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    {
      "start": 3105.82,
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      "text": "任务7的事物共同测试通过了",
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      "start": 3109.68,
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      "text": "但是审查的时候发现",
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    {
      "start": 3111.06,
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      "text": "缺少稳定身份的恢复记录",
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      "start": 3113.52,
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      "text": "然后Codex给了我们一个建议",
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    {
      "start": 3116.68,
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      "text": "调整这个事物模型",
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      "start": 3118.22,
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      "text": "他认为这是属于安全架构的调整",
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      "start": 3121.22,
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      "text": "所以他停下来问了我一下",
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      "start": 3122.98,
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      "text": "同意",
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    },
    {
      "start": 3124.42,
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      "text": "然后我们再继续等待",
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      "text": "现在任务期的事物模型调整了之后",
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      "start": 3133.1,
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      "text": "这个任务继续",
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    {
      "start": 3134.54,
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      "text": "继续已经进行了两个小时零五分钟了",
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      "start": 3138.04,
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      "text": "其实他每一步都做得非常细",
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    },
    {
      "start": 3141.26,
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      "text": "这个架构完成之后",
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      "start": 3143.22,
      "end": 3145.68,
      "text": "都会再进行测试",
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    {
      "start": 3145.68,
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      "text": "他要写测试",
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    },
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      "start": 3146.86,
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      "text": "然后测试如果出现不通过的地方",
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      "start": 3150.18,
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      "text": "它要再进行修复",
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      "start": 3151.62,
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      "text": "修复完之后再进行测试",
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    {
      "start": 3153.58,
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      "text": "这能够保证我们的产品更加的稳定",
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    {
      "start": 3157.22,
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      "text": "更加完整",
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      "text": "但有时候这个模型",
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      "text": "它有可能也会想的太多",
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      "text": "而且这个工具",
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      "text": "其实它相对还是一个比较轻量的工作",
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      "text": "所以在它做到了第九个任务的时候",
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      "start": 3172.12,
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      "text": "我跟它追加了",
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    {
      "start": 3173.5,
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      "text": "让它少做一点测试",
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      "text": "我希望能尽快出产品",
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      "text": "这个冒烟测试我可以自己去做",
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      "text": "然后他就说明白",
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      "text": "从现在开始切到尽快可以出产品的模式",
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    },
    {
      "start": 3184.16,
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      "text": "不再反复的扩充边界测试",
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    },
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      "text": "也不会每轮都跑全量套件",
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    {
      "start": 3188.42,
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      "text": "保留安全核心的最小聚焦测试和一次构建检查",
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      "start": 3192.42,
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      "text": "在UI完成之后尽快给我一个可以双击的APP",
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      "text": "以我本人去做这个冒烟测试",
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      "text": "现在有的178项测试它不会删除",
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    {
      "start": 3200.28,
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      "text": "只是不会在每一步的重复跑",
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    {
      "start": 3202.14,
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      "text": "给它吹加这句之后明显的速度快了很多",
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    {
      "start": 3206.32,
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      "text": "应该是快要完成了",
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    {
      "start": 3208.92,
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      "text": "再稍微等一等",
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      "start": 3210.38,
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      "text": "好的",
      "chunk": 6,
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    {
      "start": 3214.46,
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      "text": "那我们第一版App就已经出来了",
      "chunk": 6,
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      "start": 3217.16,
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      "text": "我们现在要对它进行一个冒烟测试",
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    {
      "start": 3221.44,
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      "text": "什么是冒烟测试呢",
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      "start": 3223.44,
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      "text": "它的来源是说早年这个电路板",
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      "start": 3227.14,
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      "text": "它在维修的时候",
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      "start": 3228.76,
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      "text": "我们就给它通个电",
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    {
      "start": 3230.4,
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      "text": "先看看它会不会冒烟",
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      "start": 3232.3,
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      "text": "会不会烧毁",
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      "start": 3233.2,
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      "text": "所以其实它就是一个非常极简",
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    {
      "start": 3235.88,
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      "text": "非常基础的测试",
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      "compression_ratio": 1.255813953488372,
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    {
      "start": 3237.36,
      "end": 3240.48,
      "text": "就只是验证最核心必用的功能",
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      "start": 3240.48,
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      "text": "它能不能跑通",
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      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
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    },
    {
      "start": 3241.52,
      "end": 3244.78,
      "text": "所以针对于这个素材命名助手的APP",
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      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
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      "start": 3244.78,
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      "text": "我们做冒烟测试",
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      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3246.7,
      "end": 3248.02,
      "text": "也就是下面这几步",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3248.02,
      "end": 3250.96,
      "text": "把素材或者文件夹拖进去",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3250.96,
      "end": 3252.2,
      "text": "输入主题词",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3252.2,
      "end": 3253.86,
      "text": "然后进入安全检查",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3253.86,
      "end": 3254.98,
      "text": "执行重命名",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3254.98,
      "end": 3258.06,
      "text": "测试一下撤销历史记录和重新打开APP",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3258.06,
      "end": 3260.28,
      "text": "那我们就试一下",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.1062174431265217,
      "no_speech_prob": 1.6491360360637586e-11,
      "compression_ratio": 1.255813953488372,
      "source": "whisper"
    },
    {
      "start": 3265.88,
      "end": 3281.0,
      "text": "首先这几个图是成功的打开了",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.22716151751004732,
      "no_speech_prob": 9.399655533093298e-12,
      "compression_ratio": 1.0153846153846153,
      "source": "whisper"
    },
    {
      "start": 3281.0,
      "end": 3285.06,
      "text": "然后在这里输入批次主题",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.22716151751004732,
      "no_speech_prob": 9.399655533093298e-12,
      "compression_ratio": 1.0153846153846153,
      "source": "whisper"
    },
    {
      "start": 3285.06,
      "end": 3289.08,
      "text": "比如说教程示例",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.22716151751004732,
      "no_speech_prob": 9.399655533093298e-12,
      "compression_ratio": 1.0153846153846153,
      "source": "whisper"
    },
    {
      "start": 3290.28,
      "end": 3292.5,
      "text": "我们在这里就能看到新闻件名",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.22716151751004732,
      "no_speech_prob": 9.399655533093298e-12,
      "compression_ratio": 1.0153846153846153,
      "source": "whisper"
    },
    {
      "start": 3292.5,
      "end": 3296.38,
      "text": "就统一都把教程式例这个主题丝给填了进去",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3296.38,
      "end": 3298.94,
      "text": "现在进行一下安全检查",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3298.94,
      "end": 3304.86,
      "text": "这里没有出现违规的地方",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3304.86,
      "end": 3307.44,
      "text": "所以它就直接显示可以开始重命名",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3307.44,
      "end": 3311.56,
      "text": "那在右下角点击开始重命名",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3311.56,
      "end": 3314.0,
      "text": "这里显示重命名完成",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3314.0,
      "end": 3317.18,
      "text": "我们再放大理名查看一下",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.19104415492007606,
      "no_speech_prob": 1.1645621099398706e-11,
      "compression_ratio": 1.2548076923076923,
      "source": "whisper"
    },
    {
      "start": 3317.18,
      "end": 3320.28,
      "text": "可以看到确实是已经",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3320.28,
      "end": 3323.5,
      "text": "把名字都改好了",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3323.5,
      "end": 3325.12,
      "text": "那我们现在再撤销一下",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3325.12,
      "end": 3326.18,
      "text": "看看能不能返回",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3326.18,
      "end": 3330.04,
      "text": "撤销本次重命名",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3330.04,
      "end": 3332.02,
      "text": "检查并撤销",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3332.02,
      "end": 3334.04,
      "text": "这里显示",
      "chunk": 6,
      "language": "zh",
      "avg_logprob": -0.21238297682542068,
      "no_speech_prob": 1.020050016675711e-11,
      "compression_ratio": 1.072992700729927,
      "source": "whisper"
    },
    {
      "start": 3334.201,
      "end": 3337.201,
      "text": "這裡顯示撤銷完成。確實是又回到了之前的狀態。",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.21069215301774505,
      "no_speech_prob": 1.2580115768545674e-11,
      "compression_ratio": 1.3677685950413223,
      "source": "whisper"
    },
    {
      "start": 3337.201,
      "end": 3342.201,
      "text": "這說明它撤銷的這個功能也是可以的。我們再開始新的批次。",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.21069215301774505,
      "no_speech_prob": 1.2580115768545674e-11,
      "compression_ratio": 1.3677685950413223,
      "source": "whisper"
    },
    {
      "start": 3342.201,
      "end": 3347.201,
      "text": "好,把它關掉。重新打開。還是可以的。",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.21069215301774505,
      "no_speech_prob": 1.2580115768545674e-11,
      "compression_ratio": 1.3677685950413223,
      "source": "whisper"
    },
    {
      "start": 3347.201,
      "end": 3352.201,
      "text": "当然目前这个产品它只是在功能上跑通了",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3352.201,
      "end": 3355.201,
      "text": "它并不是一款非常完美的产品",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3355.201,
      "end": 3359.201,
      "text": "比如说可能你对它的一些按键的位置不是很满意",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3359.201,
      "end": 3363.201,
      "text": "像右下角的这个进入安全检查",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3363.201,
      "end": 3366.201,
      "text": "我们觉得它可能太不显眼了",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3366.201,
      "end": 3368.201,
      "text": "我们想把它往上挪一挪",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3368.201,
      "end": 3374.201,
      "text": "或者是这里的安全检查下面这几个按钮",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3374.201,
      "end": 3376.201,
      "text": "我们觉得它位置太靠下了",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.05947870504660684,
      "no_speech_prob": 2.071285504223752e-11,
      "compression_ratio": 1.4024390243902438,
      "source": "whisper"
    },
    {
      "start": 3376.201,
      "end": 3379.201,
      "text": "这样整个画面不均衡",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3379.201,
      "end": 3380.201,
      "text": "或者是这些字体",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3380.201,
      "end": 3382.201,
      "text": "我们觉得它比较小",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3382.201,
      "end": 3384.201,
      "text": "这些都可以跟Codex说",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3384.201,
      "end": 3385.201,
      "text": "还有这些位置",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3385.201,
      "end": 3388.201,
      "text": "比如说你想把它们整体的向上挪一点",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3388.201,
      "end": 3391.201,
      "text": "另外在Codex完成这个APP的同时",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3391.201,
      "end": 3395.201,
      "text": "我们可以让它给我们出一个实用说明",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3395.201,
      "end": 3396.201,
      "text": "比如说这里",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3396.201,
      "end": 3400.201,
      "text": "它给了我们一个readmeMD的文件",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3400.201,
      "end": 3402.201,
      "text": "相当于一个产品的说明书",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3402.201,
      "end": 3405.201,
      "text": "但是我们平常看MD文件",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.12205871299461082,
      "no_speech_prob": 3.460367756225047e-11,
      "compression_ratio": 1.3176895306859207,
      "source": "whisper"
    },
    {
      "start": 3405.201,
      "end": 3406.521,
      "text": "电文件不是很方便",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
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    },
    {
      "start": 3406.521,
      "end": 3407.801,
      "text": "所以你可以跟他说",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3407.801,
      "end": 3410.161,
      "text": "说明再给我一份PDF格式的",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3411.321,
      "end": 3414.241,
      "text": "然后他处理了3分44秒",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3414.241,
      "end": 3418.601,
      "text": "就把这个PDF格式的文件做好了",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3418.601,
      "end": 3419.321,
      "text": "发给我们",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3424.521,
      "end": 3427.161,
      "text": "那么这整个过程大概就是这个样子",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3431.241,
      "end": 3431.601,
      "text": "好",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3431.601,
      "end": 3432.241,
      "text": "到这里",
      "chunk": 7,
      "language": "zh",
      "avg_logprob": -0.2568186293257044,
      "no_speech_prob": 1.9969101025529845e-11,
      "compression_ratio": 1.2537313432835822,
      "source": "whisper"
    },
    {
      "start": 3432.241,
      "end": 3434.441,
      "text": "我们真的从一个括文文件夹",
      "chunk": 7,
      "language": "zh",
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