{
  "text": "在昨天的视频中\n我为大家在Cloud Code中测试了Deepseek V4 Pro模型\n而紧接着Deepseek就发布了Deepseek Harness\n发布不到24小时\n然后它的STAR已经涨到了68k\n而且Deepseek Harness它的理念也非常信仰\n也就是一切接插件\n也就是我们需要什么功能\n就可以通过开发插件的方式进行定制\n而且我们还可以直接安装官方提供的这些插件\n或者安装第三方开源的插件\n像这个思路大概是借鉴了Cloud Code\n和Codex中的插件系统\n在Codex中我们所需要什么功能\n就可以通过插件的方式进行安装\n而且Cloud Code它也具备自己的这些插件系统\n我们借可以下载官方提供的插件\n也可以自己定制插件\n并且将自己定制的插件分享给其他用户\n所以Deepseek Harness它有了自己的插件系统\n我们就可以进行更深入的定制\n从而打造自己的工作流\n而且DeepSeek Harness\n它一改大多数AI coding助手的TUI\n或者桌面UI\n它直接做成了外部UI\n这样反而更加容易操作\n而且我们还可以直接通过内网穿透的方式\n当电脑不在身边的时候\n也可以在其他设备上\n比如在手机上打开外部UI\n继续在我们的电脑上执行任务\n这就不需要像Cloud Code或者Codex那样\n需要单独用手机端的App\n来操控电脑上的Cloud Code或者Codex\n本期视频就为大家演示并且测试Deepseek Harness\n它的使用方式以及使用技巧还有使用效果\n并且对比是否能够真正取代Cloud Code或Codex\n等这些成熟的Harness\n想安装Deepseek Harness非常简单\n在官方仓库中我们可以直接使用这一条命令\n直接安装就可以我们直接复制命令\n在重要命令行中我们直接粘贴这条命令并且运行\n当安装完成之后我们直接复制这个链接\n然后在浏览器中打开\n到这一步我们点击继续\n然后这里需要我们设置一个API key\n我这里先填入Deepseek的API key\n然后点击保存并继续\n在这一步我们可以为它设置一个工作路径\n当设置好之后\n我们先输入一个内容\n检测一下是否连通\n好可以看到这个响应速度非常快\n就说明这个API key已经可以正常可用\n然后这个主题是黑色的\n我们可以点击设置\n将主题设置成浅色\n因为现在我们是直接在Web UI中\n来打开的Deepseek Harness\n所以理论上我们可以在任何设备上\n都能通过WebUI来操控我们本机安装的Deepseek Harness\n下面我们就可以来测试一下\n在其他设备上通过WebUI的方式\n来操控我们电脑上的Deepseek Harness\n我们可以直接通过InGroke来实现内网穿透\n从而让我们在其他设备上\n也能访问到我们这台设备上的Deepseek Harness\n想通过InGroke实现内网穿透非常简单\n我们只需要复制它为我们生成的auth token\n然后按照下面它给出的这些操作步骤\n然后大家如果不会设置的话\n也可以直接先复制好自己的token\n然后打开codex\n让codex帮我们设置\n这里数据的提示词是为我设置ingrock内网穿透\n并且给它ingrock的auth token\n然后codex就帮我们配置完成\n这里就是它给出的这个公网链接\n通过刚才我们创建的这个公网链接\n来访问我们本机的deep sticker harness\n我这里是一台远程的Mac mini\n在远程Mac mini的浏览器中\n我们打开这个链接\n点击防卫\n这里正在加载Deepseek Harness的Web UI\n这里打开成功\n然后我们就可以进行设置\n也说设置它的主题\n为了节省时间\n我们就不再深入测试这个功能了\n下面我们可以先简单看一下Deepseek Harness\n它的Web UI\n在这里我们可以选择Deepseek Harness\n它不同的模式\n第一个是标准模式\n标准模式就是完整的Coding Agent\n它可以编辑文件执行命令\n还能执行网络搜索\n还有skill\n还有计划\n还有目标\n还有subagents\n然后第二项就是代码模式\n代码模式包含标准模式中这所有的功能\n并且还具备更多的其他扩展功能\n第三项就是最小模式\n最后一项就是创作者模式\n在这里我们可以先选第二项代码模式\n然后我们给它设置一个任务\n我们直接输入\n昨天用来测试Deepseek V4 Pro的时候\n开发了一款简单游戏\n在模型这里\n我们就选择Deepseek V4 Pro\n在推理级别这里我们就选择High\n在权限这里我们就给它完整的权限\n然后我们就点击发送\n看一下使用Deepseek Harness\n并且模型同样选择Deepseek V4 Pro\n推理级别同样选择High\n用同样的提示词\n它开发出来的这款游戏效果\n跟昨天我们在Cloud Code中\n使用同样的提示词\n同样使用Deepseek V4 Pro模型\n开发的这个游戏效果\n它们区别大不大\n像这个游戏\n就是我昨天测试DeepSigViz Pro的时候\n开发的这款游戏\n等DeepSigHarness开发完成\n我们再和昨天这款游戏进行比较\n看一下哪一个开发的效果要更好\n这里DeepSigHarness现在正在开发\n在这里我们可以看到\n它正在进行深度探索\n而且我们还可以看到\n它执行的这些命令\n在最底部\n我们还可以看到这些实时状态\n而且我们还可以实时看到\n它编写的这些代码\n在这个位置\n我们还可以点击这个轨迹\n在这里我们就可以看到\n它执行的这些具体的轨迹\n在这个位置\n它用不同的颜色\n对不同的类型进行了分类\n比如说我们定位到这个绿色的色调\n这里就会显示这个上下文\n然后我们定位到这个位置\n这里就会显示它调用的工具\n还会显示这个调用工具的具体时间\n以及总耗时\n在下面这里就是完整的流程\n首先就是初始化系统提示词\n然后我们可以用鼠标点击\n点击之后在右侧就会打开这个侧边栏\n在这个侧边栏中就会显示这些系统提示词\n这里就是Deepseekharness\n它默认的这个系统提示词\n这个提示词还是非常的长\n非常的复杂的\n如果大家对这个提示词感兴趣\n可以自行去研究\n在这里还能看到这些工具\n到这一步就是用户输入的这个提示词\n也就是刚才我们输入的提示词\n然后我们输入的提示词\n在左侧我们也可以完整的去查看\n在这里就是它调用的这些工具\n点击之后在左侧我们就可以看到这些详情\n比如说总结还有这个Pillow的\n还有结果还有执行的时间\n还有调用工具的耗时\n我们就可以通过这个轨迹\n查看Deepseekharness\n它每一步到底执行了什么\n每一步调用了什么工具\n耗时多少执行了多少轮\n相比其他AI编程之后\n这个功能还是挺实用的\n他让这些agent的执行的步骤更加透明化\n用户可以进行查看\n而且每一步都可以进行追溯\n然后我们再回到这个主界面\n在底部我们就可以看到\n他已经生成了开发任务\n我们可以点击展开\n这里正在执行第一个任务\n我们可以先看一下其他的这些功能\n在模型这里\n我们刚才启动的时候\n直接默认设置的deep seek的模型\n他还支持添加其他的模型提供上\n比如说我们点击这里\n然后我们就可以看到\n它支持市面上几乎所有的模型提供商\n比如说我们这里就选择open root\n然后我们添入api key\n点击下一步\n这里就添加成功\n然后我们可以新开一个session\n在新开的这个session中\n我们点击这个位置\n在模型这里\n我们就可以看到\n刚才我们添加的open root里的这些模型\n比如说我们可以随便选择一个模型\n然后测试一下\n好可以看到这个响应速度还是非常快的\n像这样的话\n我们在deepstick harness中\n就可以接入各种模型来使用\n在插件这里\n这也是他默认的这三个插件\n然后我们还可以点击这些插件列表\n来添加我们所需要的其他插件\n比如说我们可以搜索一下\n是否有与UI开发相关的这些插件\n这里搜索到了非常多的与UI相关的这些插件\n下面我们可以看一下Deepseekharness\n它支持哪些斜杠命令\n可以看到这里是压缩上下文\n这里是导处session\n这里还有购物命令\n这里还有计划模式\n这里还能选择模型\n下面我们可以测试一下\n让Deepseekharness帮我们分析\n开源项目的这些issue或者pr\n比如说这里我们找一个issue\n然后我们直接完整复制这个链接\n回到deepstick harness\n然后我们直接输入提示测\n让他分析这个issue的成因\n我们直接发送\n这里很快给出了这个分析结果\n包括这个issue的成因\n这里还定位到了具体的代码\n而且还给出了修复建议\n在webui中我们查看这些代码\n或者复制代码\n或者复制任何内容\n就比在tui中要更加方便\n而且在这里我们还可以点击\n这个图标在一个新的绘画中来继续这个任务\n比如说我输入让他给出完善的修复方案\n然后直接发送\n这里他开始给出修复方案\n然后我们还可以在之前的这个绘画中\n继续来提问\n从而不影响这两个任务的执行\n比如说我们还是回到上一个对话\n然后我们就可以来输入任务\n查找pr中是否有对这个a数的修复方案\n然后直接点击发送\n好这里他开始查找这个项目的pr\n相见的话我们就针对这同一个问题\n通过分支到新对话这个功能\n针对同一个问题\n同时执行两种不同的方案\n比如说这里是查找pr\n然后这里就是让他给出具体的修复方案\n通过这个分支到新的对话\n针对一个问题来开启多种解决方案\n好这个查找pr的这个任务\n他已经执行完成\n并且他找到了对应的这个pr\n而且这里还给出了具体的分析\n然后我们再看一下\n这个给出完整修复方案的这个任务\n他也已经完成并且给出了真正的修复方案\n可以看到他给出的修复方案非常的详细\n然后我们再看一下\n最开始让他开发的这个游戏是否已经完成\n这里他已经完成了这个游戏的开发\n然后我们可以运行一下这个游戏看一下效果\n然后点击进入游戏\n进入之后可以看到这个游戏\n他开发的也非常不错\n我们往前走看一下\n往前走的话\n可以看到这个人物的动作\n包括他手中的这个剑\n然后我们可以看到这个黑人\n我们直接打击他\n好 将这个黑蚁人给消灭了\n然后我们继续去查找\n这里又有一个黑蚁人\n我们继续打击他\n好 这里还能加器械\n然后我们继续往前走\n这里可以看到这些商贩\n我们还能看到这些店铺\n比如说这个锦绣绸装\n然后我们飞行试一下\n这个飞行效果也非常不错\nDeepSync Harness\n它实现的这个游戏效果也非常不错\n甚至比我们昨天在Cloud Code中\n实现的游戏效果还要好\n因为它实现的这个游戏可操控性\n而且还有这些动作\n还有这些打击效果\n都比昨天Cloud Code\n调用DeepseekVis Pro实现的要好很多\n由于Deepseek Harness\n它是运行在Web UI中的\n我们甚至可以在其他的AI编程驻手中\n直接向Deepseek Harness来发送任务\n比如说我们可以打开Codex\n在Codex中我们可以来输入一个任务\n通过内置浏览器\n打开Deepseek Harness的Web UI\n并为其分配一个分析这个项目架构的任务\n在这里我给了他这个开源项目\n就是我们刚才在Deepseekharness中来分析的这个项目\n然后我们点击发送\n在这里可以看到Deepseek在他内置的浏览器中\n打开了Deepseekharness的web UI\n好可以看到他输入了一个完整的英文提示词\n而且这个提示词非常长\n好可以看到他点击了发送\n将这个提示测发送给了DeepSickHarness\n现在DeepSickHarness正在执行分析这个项目架构的任务\n然后我们就可以看到他的执行状态\n在Codex中我们还可以问一下他执行了哪一步了\n看一下Codex能否获取DeepSickHarness的实施状态\n好这里他输出了最新状态\n他说DeepSickHarness仍在运行\n当前状态是DeepDiving\n这里他给出了这些进度\n下样键的话我们就可以在Codex\n或者其他的AI编程制手中\n通过浏览器调用的方式\n将任务派发给DeepSyncHarness\n由DeepSyncHarness来执行一部分任务\n这里DeepSyncHarness\n它已经完成了这个项目架构的分析\n现在正在输出\n这就是DeepSyncHarness\n它使用WebUI的优势\n既能方便人类用户去使用这个WebUI\n下达任务进行互动\n又能方便其他的AI编程制手\n比如说Codex\n通过浏览器调用\n与Deepseek Harness进行交互\n比如说发送任务\n或者进行项目探讨\n或者互相配合来执行开发任务\n由于时间有限\n本期视频就先为大家演示\nDeepseek Harness的基础用法\n本期视频如果点赞迫欠的话\n后续我会为大家带来Deepseek Harness\n更高级的用法\n本期视频就做到这里\n欢迎大家点赞关注和转发\n谢谢大家观看\n请不吝点赞 订阅 转发 打赏支持明镜与点点栏目",
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      "text": "比如在手机上打开外部UI",
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      "chunk": 0,
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      "language_run": 0
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      "start": 77.44,
      "end": 79.72,
      "text": "继续在我们的电脑上执行任务",
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      "start": 79.72,
      "end": 82.46,
      "text": "这就不需要像Cloud Code或者Codex那样",
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      "start": 82.46,
      "end": 84.32,
      "text": "需要单独用手机端的App",
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      "language_run": 0
    },
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      "start": 84.32,
      "end": 87.32,
      "text": "来操控电脑上的Cloud Code或者Codex",
      "language": "zh",
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      "language_run": 0
    },
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      "start": 87.32,
      "end": 90.96,
      "text": "本期视频就为大家演示并且测试Deepseek Harness",
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    },
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      "start": 90.96,
      "end": 94.24,
      "text": "它的使用方式以及使用技巧还有使用效果",
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    },
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      "start": 94.24,
      "end": 97.68,
      "text": "并且对比是否能够真正取代Cloud Code或Codex",
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      "language_run": 0
    },
    {
      "start": 97.68,
      "end": 99.68,
      "text": "等这些成熟的Harness",
      "language": "zh",
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      "local_language_run": 0,
      "language_run": 0
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      "start": 99.68,
      "end": 102.02,
      "text": "想安装Deepseek Harness非常简单",
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    },
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      "start": 102.02,
      "end": 105.3,
      "text": "在官方仓库中我们可以直接使用这一条命令",
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      "language_run": 0
    },
    {
      "start": 105.3,
      "end": 108.0,
      "text": "直接安装就可以我们直接复制命令",
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      "chunk": 0,
      "local_language_run": 0,
      "language_run": 0
    },
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      "start": 108.0,
      "end": 111.52,
      "text": "在重要命令行中我们直接粘贴这条命令并且运行",
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      "language_run": 0
    },
    {
      "start": 111.52,
      "end": 114.18,
      "text": "当安装完成之后我们直接复制这个链接",
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      "chunk": 0,
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      "language_run": 0
    },
    {
      "start": 114.18,
      "end": 116.18,
      "text": "然后在浏览器中打开",
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    },
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      "start": 116.18,
      "end": 117.88,
      "text": "到这一步我们点击继续",
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      "local_language_run": 0,
      "language_run": 0
    },
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      "start": 117.88,
      "end": 119.98,
      "text": "然后这里需要我们设置一个API key",
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      "start": 119.98,
      "end": 122.22,
      "text": "我这里先填入Deepseek的API key",
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      "start": 122.22,
      "end": 123.86,
      "text": "然后点击保存并继续",
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      "language_run": 0
    },
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      "start": 123.86,
      "end": 127.34,
      "text": "在这一步我们可以为它设置一个工作路径",
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    },
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      "start": 127.34,
      "end": 128.5,
      "text": "当设置好之后",
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      "text": "我们先输入一个内容",
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      "language_run": 0
    },
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      "start": 129.64,
      "end": 131.06,
      "text": "检测一下是否连通",
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      "chunk": 0,
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      "language_run": 0
    },
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      "start": 131.06,
      "end": 133.76,
      "text": "好可以看到这个响应速度非常快",
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      "language_run": 0
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      "start": 133.76,
      "end": 136.44,
      "text": "就说明这个API key已经可以正常可用",
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      "start": 136.44,
      "end": 138.28,
      "text": "然后这个主题是黑色的",
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      "language_run": 0
    },
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      "start": 138.28,
      "end": 139.48,
      "text": "我们可以点击设置",
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      "language_run": 0
    },
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      "start": 139.48,
      "end": 141.44,
      "text": "将主题设置成浅色",
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      "language_run": 0
    },
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      "start": 141.44,
      "end": 143.94,
      "text": "因为现在我们是直接在Web UI中",
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      "language_run": 0
    },
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      "start": 143.94,
      "end": 145.6,
      "text": "来打开的Deepseek Harness",
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      "start": 145.6,
      "end": 148.6,
      "text": "所以理论上我们可以在任何设备上",
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      "language_run": 0
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      "end": 153.26,
      "text": "都能通过WebUI来操控我们本机安装的Deepseek Harness",
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      "language_run": 0
    },
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      "start": 153.26,
      "end": 155.2,
      "text": "下面我们就可以来测试一下",
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      "language_run": 0
    },
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      "start": 155.2,
      "end": 157.82,
      "text": "在其他设备上通过WebUI的方式",
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      "start": 157.82,
      "end": 160.42,
      "text": "来操控我们电脑上的Deepseek Harness",
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      "language_run": 0
    },
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      "start": 160.42,
      "end": 163.98,
      "text": "我们可以直接通过InGroke来实现内网穿透",
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      "language_run": 0
    },
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      "start": 163.98,
      "end": 165.96,
      "text": "从而让我们在其他设备上",
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      "text": "也能访问到我们这台设备上的Deepseek Harness",
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      "text": "想通过InGroke实现内网穿透非常简单",
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    },
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      "start": 172.34,
      "end": 175.32,
      "text": "我们只需要复制它为我们生成的auth token",
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      "local_language_run": 0,
      "language_run": 0
    },
    {
      "start": 175.32,
      "end": 178.22,
      "text": "然后按照下面它给出的这些操作步骤",
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    },
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      "start": 178.22,
      "end": 179.92,
      "text": "然后大家如果不会设置的话",
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    },
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      "end": 181.98,
      "text": "也可以直接先复制好自己的token",
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      "language_run": 0
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      "start": 181.98,
      "end": 183.24,
      "text": "然后打开codex",
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      "language_run": 0
    },
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      "start": 183.24,
      "end": 184.78,
      "text": "让codex帮我们设置",
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      "language_run": 0
    },
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      "start": 184.78,
      "end": 188.0,
      "text": "这里数据的提示词是为我设置ingrock内网穿透",
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    {
      "start": 188.0,
      "end": 190.28,
      "text": "并且给它ingrock的auth token",
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      "start": 190.28,
      "end": 192.64,
      "text": "然后codex就帮我们配置完成",
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    },
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      "start": 192.64,
      "end": 195.54,
      "text": "这里就是它给出的这个公网链接",
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    },
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      "start": 195.54,
      "end": 198.04,
      "text": "通过刚才我们创建的这个公网链接",
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      "language_run": 0
    },
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      "start": 198.04,
      "end": 200.7,
      "text": "来访问我们本机的deep sticker harness",
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      "language_run": 0
    },
    {
      "start": 200.7,
      "end": 202.92,
      "text": "我这里是一台远程的Mac mini",
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      "language_run": 0
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      "start": 202.92,
      "end": 204.88,
      "text": "在远程Mac mini的浏览器中",
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      "start": 204.88,
      "end": 205.96,
      "text": "我们打开这个链接",
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    },
    {
      "start": 205.96,
      "end": 206.78,
      "text": "点击防卫",
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      "start": 206.78,
      "end": 209.66,
      "text": "这里正在加载Deepseek Harness的Web UI",
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      "start": 209.66,
      "end": 210.8,
      "text": "这里打开成功",
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      "start": 210.8,
      "end": 212.36,
      "text": "然后我们就可以进行设置",
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      "language_run": 0
    },
    {
      "start": 212.36,
      "end": 213.92,
      "text": "也说设置它的主题",
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      "language_run": 0
    },
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      "start": 213.92,
      "end": 215.16,
      "text": "为了节省时间",
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      "language_run": 0
    },
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      "start": 215.16,
      "end": 217.68,
      "text": "我们就不再深入测试这个功能了",
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      "language_run": 0
    },
    {
      "start": 217.68,
      "end": 220.16,
      "text": "下面我们可以先简单看一下Deepseek Harness",
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      "language_run": 0
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    {
      "start": 220.16,
      "end": 221.14,
      "text": "它的Web UI",
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      "language_run": 0
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      "end": 223.48,
      "text": "在这里我们可以选择Deepseek Harness",
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      "start": 223.48,
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      "text": "它不同的模式",
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      "end": 225.96,
      "text": "第一个是标准模式",
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      "language_run": 0
    },
    {
      "start": 225.96,
      "end": 228.32,
      "text": "标准模式就是完整的Coding Agent",
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      "language_run": 0
    },
    {
      "start": 228.32,
      "end": 230.28,
      "text": "它可以编辑文件执行命令",
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      "language_run": 0
    },
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      "start": 230.28,
      "end": 231.58,
      "text": "还能执行网络搜索",
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      "end": 232.46,
      "text": "还有skill",
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      "start": 232.46,
      "end": 233.34,
      "text": "还有计划",
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    },
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      "start": 233.34,
      "end": 234.04,
      "text": "还有目标",
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      "end": 234.9,
      "text": "还有subagents",
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      "start": 234.9,
      "end": 236.9,
      "text": "然后第二项就是代码模式",
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      "language_run": 0
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      "end": 240.54,
      "text": "代码模式包含标准模式中这所有的功能",
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      "start": 240.54,
      "end": 243.4,
      "text": "并且还具备更多的其他扩展功能",
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      "start": 243.4,
      "end": 245.16,
      "text": "第三项就是最小模式",
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      "end": 247.48,
      "text": "最后一项就是创作者模式",
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      "end": 250.38,
      "text": "在这里我们可以先选第二项代码模式",
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      "start": 250.38,
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      "text": "然后我们给它设置一个任务",
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      "start": 252.46,
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      "text": "我们直接输入",
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      "language_run": 0
    },
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      "end": 256.34,
      "text": "昨天用来测试Deepseek V4 Pro的时候",
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    },
    {
      "start": 256.34,
      "end": 257.92,
      "text": "开发了一款简单游戏",
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      "start": 257.92,
      "end": 258.82,
      "text": "在模型这里",
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      "end": 260.74,
      "text": "我们就选择Deepseek V4 Pro",
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    },
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      "start": 260.74,
      "end": 263.46,
      "text": "在推理级别这里我们就选择High",
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    },
    {
      "start": 263.46,
      "end": 266.2,
      "text": "在权限这里我们就给它完整的权限",
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    },
    {
      "start": 266.2,
      "end": 267.84,
      "text": "然后我们就点击发送",
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    {
      "start": 267.84,
      "end": 269.6,
      "text": "看一下使用Deepseek Harness",
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      "text": "并且模型同样选择Deepseek V4 Pro",
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    },
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      "end": 274.34,
      "text": "推理级别同样选择High",
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      "end": 275.6,
      "text": "用同样的提示词",
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      "end": 277.92,
      "text": "它开发出来的这款游戏效果",
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    },
    {
      "start": 277.92,
      "end": 279.76,
      "text": "跟昨天我们在Cloud Code中",
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      "text": "同样使用Deepseek V4 Pro模型",
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      "text": "开发的这个游戏效果",
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      "text": "像这个游戏",
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      "text": "就是我昨天测试DeepSigViz Pro的时候",
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      "text": "等DeepSigHarness开发完成",
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      "text": "在最底部",
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      "text": "查看Deepseekharness",
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      "text": "点击下一步",
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      "text": "来添加我们所需要的其他插件",
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      "text": "比如说我们可以搜索一下",
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      "text": "是否有与UI开发相关的这些插件",
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      "text": "这里搜索到了非常多的与UI相关的这些插件",
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      "language_run": 0
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      "text": "下面我们可以看一下Deepseekharness",
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      "start": 476.577,
      "end": 478.317,
      "text": "它支持哪些斜杠命令",
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      "start": 478.317,
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      "text": "可以看到这里是压缩上下文",
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      "text": "这里是导处session",
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      "end": 483.197,
      "text": "这里还有购物命令",
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      "text": "这里还有计划模式",
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      "end": 485.917,
      "text": "这里还能选择模型",
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      "text": "下面我们可以测试一下",
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      "start": 487.557,
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      "text": "让Deepseekharness帮我们分析",
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      "text": "开源项目的这些issue或者pr",
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      "text": "然后我们直接完整复制这个链接",
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      "end": 497.657,
      "text": "回到deepstick harness",
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      "text": "然后我们直接输入提示测",
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      "text": "让他分析这个issue的成因",
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      "start": 501.397,
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      "text": "我们直接发送",
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      "language_run": 0
    },
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      "end": 505.577,
      "text": "这里很快给出了这个分析结果",
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      "chunk": 1,
      "local_language_run": 0,
      "language_run": 0
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      "end": 507.517,
      "text": "包括这个issue的成因",
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      "chunk": 1,
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      "end": 510.277,
      "text": "这里还定位到了具体的代码",
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    },
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      "text": "而且还给出了修复建议",
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      "text": "在webui中我们查看这些代码",
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      "text": "或者复制代码",
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      "text": "或者复制任何内容",
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      "language_run": 0
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      "text": "就比在tui中要更加方便",
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      "text": "而且在这里我们还可以点击",
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      "text": "这个图标在一个新的绘画中来继续这个任务",
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      "text": "比如说我输入让他给出完善的修复方案",
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      "language_run": 0
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      "text": "然后直接发送",
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      "end": 531.457,
      "text": "这里他开始给出修复方案",
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      "text": "然后我们还可以在之前的这个绘画中",
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      "text": "继续来提问",
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      "text": "从而不影响这两个任务的执行",
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      "text": "比如说我们还是回到上一个对话",
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      "text": "然后我们就可以来输入任务",
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      "end": 544.257,
      "text": "查找pr中是否有对这个a数的修复方案",
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    },
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      "start": 544.257,
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      "text": "然后直接点击发送",
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      "start": 546.037,
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      "text": "好这里他开始查找这个项目的pr",
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      "language_run": 0
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      "text": "相见的话我们就针对这同一个问题",
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      "language_run": 0
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      "start": 551.157,
      "end": 553.597,
      "text": "通过分支到新对话这个功能",
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      "local_language_run": 0,
      "language_run": 0
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      "text": "针对同一个问题",
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      "language_run": 0
    },
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      "start": 554.877,
      "end": 557.377,
      "text": "同时执行两种不同的方案",
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      "language_run": 0
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      "text": "比如说这里是查找pr",
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      "start": 558.817,
      "end": 562.117,
      "text": "然后这里就是让他给出具体的修复方案",
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      "text": "通过这个分支到新的对话",
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      "language_run": 0
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      "start": 564.697,
      "end": 567.597,
      "text": "针对一个问题来开启多种解决方案",
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      "language_run": 0
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      "text": "好这个查找pr的这个任务",
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      "start": 569.577,
      "end": 570.697,
      "text": "他已经执行完成",
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      "text": "并且他找到了对应的这个pr",
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      "text": "而且这里还给出了具体的分析",
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      "end": 576.717,
      "text": "然后我们再看一下",
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      "language_run": 0
    },
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      "start": 576.717,
      "end": 579.217,
      "text": "这个给出完整修复方案的这个任务",
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      "start": 579.217,
      "end": 582.857,
      "text": "他也已经完成并且给出了真正的修复方案",
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    },
    {
      "start": 582.857,
      "end": 585.917,
      "text": "可以看到他给出的修复方案非常的详细",
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      "text": "然后我们再看一下",
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      "language_run": 0
    },
    {
      "start": 587.237,
      "end": 590.317,
      "text": "最开始让他开发的这个游戏是否已经完成",
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    },
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      "start": 590.317,
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      "text": "这里他已经完成了这个游戏的开发",
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    },
    {
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      "end": 595.197,
      "text": "然后我们可以运行一下这个游戏看一下效果",
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      "chunk": 1,
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      "language_run": 0
    },
    {
      "start": 595.197,
      "end": 596.617,
      "text": "然后点击进入游戏",
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      "chunk": 1,
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    },
    {
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      "text": "进入之后可以看到这个游戏",
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    },
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      "start": 598.477,
      "end": 599.697,
      "text": "他开发的也非常不错",
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      "start": 599.697,
      "end": 601.297,
      "text": "我们往前走看一下",
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      "text": "往前走的话",
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      "text": "可以看到这个人物的动作",
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      "chunk": 1,
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      "language_run": 0
    },
    {
      "start": 603.977,
      "end": 605.357,
      "text": "包括他手中的这个剑",
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    {
      "start": 605.357,
      "end": 607.257,
      "text": "然后我们可以看到这个黑人",
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      "chunk": 1,
      "local_language_run": 0,
      "language_run": 0
    },
    {
      "start": 607.257,
      "end": 608.457,
      "text": "我们直接打击他",
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      "language_run": 0
    },
    {
      "start": 608.457,
      "end": 610.397,
      "text": "好 将这个黑蚁人给消灭了",
      "language": "zh",
      "chunk": 1,
      "local_language_run": 0,
      "language_run": 0
    },
    {
      "start": 610.397,
      "end": 612.797,
      "text": "然后我们继续去查找",
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      "chunk": 1,
      "local_language_run": 0,
      "language_run": 0
    },
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      "end": 614.737,
      "text": "这里又有一个黑蚁人",
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      "chunk": 1,
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      "language_run": 0
    },
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      "start": 614.737,
      "end": 616.417,
      "text": "我们继续打击他",
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      "language_run": 0
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      "start": 616.417,
      "end": 618.697,
      "text": "好 这里还能加器械",
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      "chunk": 1,
      "local_language_run": 0,
      "language_run": 0
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      "start": 618.697,
      "end": 620.397,
      "text": "然后我们继续往前走",
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      "chunk": 1,
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    },
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      "start": 620.397,
      "end": 622.337,
      "text": "这里可以看到这些商贩",
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      "chunk": 1,
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      "language_run": 0
    },
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      "start": 622.337,
      "end": 623.937,
      "text": "我们还能看到这些店铺",
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      "end": 626.077,
      "text": "比如说这个锦绣绸装",
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      "chunk": 1,
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    },
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      "end": 627.717,
      "text": "然后我们飞行试一下",
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    },
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      "end": 629.537,
      "text": "这个飞行效果也非常不错",
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      "language_run": 0
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      "end": 630.757,
      "text": "DeepSync Harness",
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      "chunk": 1,
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    },
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      "end": 633.037,
      "text": "它实现的这个游戏效果也非常不错",
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      "start": 633.037,
      "end": 635.657,
      "text": "甚至比我们昨天在Cloud Code中",
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    },
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      "end": 637.677,
      "text": "实现的游戏效果还要好",
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      "text": "因为它实现的这个游戏可操控性",
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      "end": 641.577,
      "text": "而且还有这些动作",
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    },
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      "end": 643.177,
      "text": "还有这些打击效果",
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      "chunk": 1,
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      "language_run": 0
    },
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      "end": 645.137,
      "text": "都比昨天Cloud Code",
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      "end": 647.797,
      "text": "调用DeepseekVis Pro实现的要好很多",
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      "language_run": 0
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      "end": 649.337,
      "text": "由于Deepseek Harness",
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      "end": 651.737,
      "text": "它是运行在Web UI中的",
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      "end": 654.777,
      "text": "我们甚至可以在其他的AI编程驻手中",
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    },
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