{
  "text": "最近很多AI大公司,他們都推出了他們新的AI agent工具。好像是XAI就推出了Graph Bolt,Google就出了GMI Spark,那一些傳統的AI大公司就好像OpenAI,他們一直都用Codex,那Enthropec的話就有Codec,而且他們推出的AI agent工具都越來越簡單。不像是我們一開始的時候去使用Code又或者是Codex那樣子,能不能拿上手了。所以我們在這個AI agent的時代裡面,我覺得大家首先需要了解又或者是學會的一件事情就是Skill。\n但是如果大家連AIA券都不知道是什麼的話呢\n我在這邊也非常快的先跟大家介紹一下什麼是AIA券\n簡單來說我們平時使用的那些Gemina或者是TrackGPT\n那些就是一個普通的代語言模型\n他們是不能夠直接幫我們去做事情的\n充其讓他就是一個比較聰明一點的Google\n所以我們在使用TrackGPT或者是Gemina的時候\n還是停留在一個疑問一答的一個情況裡面\n但是如果我們是使用AIA券\n他就可以幫我們直接做好一件事情\n比如說我跟AI Agent招待了一件事情\n跟他做好了我的目標\n他就可以直接幫我們去做好\n他也可以操作我們的電腦\n看我們電腦裡面的檔案\n根據這些檔案的資料\n直接幫我們去做事情\n如果他遇到不會不懂的事情\n他也可以直接上網去查\n查好了之後\n再去幫我們去做\n所以最後我們只需要檢查一下\nAI Agent他幫我們做出來的成果\n成品好不好就可以了\n這一個就是我們使用一般的大語言模型\n還有AI Agent最大的一個區別\n那我們在使用AI Agent的時候\n我們必須要學會一件事情就是Skill\n比如這個例子\n我想讓AI Agent自己去搜尋一下\n最近十幾天的一個新聞\n之後就根據他搜尋到的這些新聞\n配合我想要的題目的架構\n來幫我做一批新的題目\n給學生們他們去做練習\n那我在這整個過程當中\n我就只是很簡單的跟他說運行了這個Skill\n之後呢他就會幫我做好的題目\n還有答案\n然後還幫我把所有的東西整理\n放好了在GlugeDrop上面\n那我們在GlugeDrop上面就可以看到\n它究竟是用了哪些的行為\n然後它是參考了我\n放在GlugeDrop上面裡面的資料\n來模擬這些題目的架構\n又或者是字體的一個風格的\n之後AI就會幫我做好了不同的選擇題\n還有相關題目的一些的答案\n還有評分的參考\n那我弄這一整份練習院的一個過程當中\n其實我就只是簡單的跟他說了\n运行这个skill\n其他什么东西都没有\n他就可以做好一份\n这么好的一个答案给我们了\n那这个就是使用了skill\n还有没有使用skill的一个区别\n如果我们没有使用skill的话呢\n我们可能需要一开始的时候\n先给到一个指令给到AI\n就是让他帮我上网\n去查一下最新的一个新闻\n查好了这些新闻之后呢\n我们还需要自己检查这些新闻\n合不合适\n当我们筛选好了这些新闻之后呢\n我还要告诉AI\n你就参考之前我上传给他的那个题目的风格\n帮我再根据刚刚的新闻创建一批新的题目\n当他做好了题目之后呢\n我还要自己把这些题目复制贴上放到Google Doc上面\n中间很多都需要我们手动的去把AI给我们的成品\n自己去串联在一起\n但是如果我们是用了Skill的话呢\n每一个步骤我们都可以很清楚的\n告诉AI到底什么的新闻是适合用来做题目的\n一些是不適合的\n我們已經可以把這個篩選的一個指標\n事先給到AI捲\n他就可以自己通過這些的新聞\n然後自己去做上一個步驟了\n所以每一個步驟\nAI都可以根據我們事先給到他的規則選擇\n自己去做好\n我們只需要做最後的驗獸的這個步驟就可以了\n那根據這個模式\n其實不僅僅是好像我剛剛那個例子\n你也可以讓AI上網去查各種你需要的資料\n然後根據你公司\n又或者是你想要的一個需求規則\n去篩選分析\n然後讓AI自己去檢查一下\n他弄出來的成品的效果是好或者是不好\n弄好了之後再把這些資料儲存在你想要的地方\n又或者可以讓AI\n再去發一個郵件通知給其他的部門\n又或者是發給其他公司通通都沒有問題\n那大家基本理解了什麼是skills之後呢?\n接下來我們今天這一條影片\n就會跟在具體的跟大家揭示一下\n到底skills是什麼\n它跟prome就是\n之前我們常常使用的提示詞\n差別是在哪裡\n應該怎麼樣去找\n怎麼樣去安裝\n還有需要注意的一些事項\n怎麼樣可以把其他人的Skill\n變成我們自己的Skill\n其實我們之前用的這些提示詞\n就是Prom還有Skill\n他們的差別是在哪裡呢\n我覺得Skill其實就是一個進階版\n進化版的一個Prom\n所有Prom有的東西Skill它都會有\n比如這個資料杂裡面\n就是我用來分析一句影片的Skill\n大家可以看他其實他當中是包括了非常多各種不同的東西的\n那當中最重要的話呢就是這個Skill.md\n就是一個給AI agent他看的一個說明書\n讓AI agent知道什麼情況他應該怎麼樣去處理\n所以一個Skill呢其實他是有一整個資料夾在裡面的\n他不僅僅會有一份的說明書\n那這個說明書其實就會是好像Home一樣也是一段文字\n但是呢在这个SKILL的资料夹里面\n就会有其他一些参考的资料\n让AI Agent知道他做出来的一个效果\n应该是跟你这些给他的一些参考资料\n要是差不多的一个品质的\n还有会有一些的脚本是告诉AI Agent\n当他接触到比如说是A这个情况的时候\n就需要用到A这个脚本\nB这个情况就需要用到B这个脚本\n而且我们在使用SKILL的时候呢\n正常来说AI他会自动的去判断\n什么样的情况\n他会触发到这个Skill\n所以我们不需要很刻意的告诉AI agent\n我是要用什么什么样的Skill\n不需要这样子\n而是我们可以直接\n给到一个任务\n给到AI agent\n然后AI agent他会自动的去判断\n他应该用到哪个Skill的\n所以当我们弄好一个Skill之后呢\n他就可以不断的重复帮我们去处理\n同一个类型的任务了\n比如说你每天或者是每周\n都有一个差不多的任务\n是需要做的\n但我們就可以把整個過程打拔成為一個Skill\n讓AI每天幫我們去做了\n它每一步都會根據我們定的一個規則去行動\n所以當我們用了Skill之後\nAI做出來的成品就會更加一致性了\n就會更加的規模化了\n如果我們沒有用Skill的話\n有可能AI做出來的東西\n它做出來的成品\n每一次做出來的樣子都是不一樣的\n如果它每一次做出來的樣子都是不一樣的話呢\n我們就很難在公司裡面去使用了\n但是我們用了Skill之後\n可以把我们公司的那一套的规则\n或者是规矩交给AI agent\n就变成了AI agent\n他做出来的成品\n是真正可以放在你们公司上面可以使用\n当大家理解了skill是什么之后呢\n我们接下来再来说一下\n我们可以去什么地方找到这些skill\n最简单的方法呢\n其实就是直接让AI\n去Gate Hub上面帮我们去查一下\n有没有一些可以帮我们\n解决这个需求的一些的skill\n好像我这个例子\n我就跟AI说\n我想要处理的事情就是\n我想要一個可以記錄學生層次表現\n還有他們的行為的記錄分析的一個工具\n所以就讓他幫我上網去查一下\n有沒有一些成品的Skill可以做到這件事情\n那當他幫我找到這個Skill之後呢\n就不要馬上幫我安裝\n我需要先知道\n這個Skill裡面是包括了什麼樣的東西\n使去可以幫我們做到什麼樣的效果\n適合什麼情況\n又或者是不適合什麼情況去使用的\n我就要一個非常詳細的一個報告\n所以呢我就讓AI agent上網去幫我們查一下\n之後呢他就會直接幫我們去上網\n特別就是針對GateHub上面\n因為在GateHub上面有非常多免費的一些\n開源的一些工具或是skill\n我們就可以參考一下\n那然後好像這一個AI他就會幫我們查到\nanthropic官方他就會在GateHub上面\n那當AI幫我們找到了一些技術之後,我們就可以自己點進去Github的網站上面,去看一下到底這個項目的星星數量是多少。\n那這個星星的數量代表什麼呢\n就是代表這一個項目的熱門的程度\n越多星星的話就代表它是越受歡迎的\n另外呢我們也是要看一下這一個\nLast Week\n它在這邊呢就會顯示一下\n它之前更新的時間是多久之前\n那如果這一個項目\n它可能是半年或者是一年之前弄出來的\n那我們就可能選擇其他比較新的一些的項目\n之後呢我們可以再看一下這個 Week Meet\n就是這個Skill的一個說明書\n那如果你對這些Skill\n又或者是這些內容不太了解的話呢\n我們其實也可以回到你的AI Agent上面\n我們可以讓他針對他幫我們研究到的某一個Skill\n你可以跟他說再給你一份更加具體更加詳細的一個研究報告\n那在他這邊他首先給過的就是一個清淡而已\n那如果你看了之後\n有一些Skill你是有興趣的\n你想要進一步了解的\n你就可以直接跟他說你想要進一步了解什麼樣的Skill\n讓他再幫你去做一個進一步的演奏\n這個也完全沒有問題\n那我們就可以通過這個方法很方便很簡單的\n就可以讓AI agent找到一些符合我們需求的Skill\n但是當大家找到了這些Skill之後呢\n不要心急不要馬上的去安裝這些Skill\n因為其實Skill不僅僅只是一個文字來的\n它是有可能在這個Skill裡面\n可能會隱藏了一些有惡意的一些指令的\n所以當我們找到一些可能覺得合用的一些skills之後呢\n我們在安裝之前可以讓AI agent信頒我們\n仔細的針對這些skills\n看一下以下這五件事情\n就是我們需要了解一下這個skills會碰我哪些的答案\n會不會自動的把我上去中置呢\n會不會把我的資料傳到其他的地方呢\n裡面會不會有一些我看不到的一些執行的指令\n又或者其實他會幫我偷偷的安裝這些的套件\n又或者會不會跟功能官專門寫給AI看的一些隱藏的指令\n他會不會讀我的API IQ或者是環境變數呢\n其實的問題我們都需要先讓AI Agent幫我們了解清楚\n之後我們再去安裝\n那我們安裝的方法其實也非常的簡單\n就只是在AI Agent裡面跟他說一句\n幫我安裝這個Skill\nAI Agent就會自動幫你安裝了\n當我們安裝好了一個Skill之後呢\n我們就可以運作這個Skill\n試試看它可不可以成功的運作\n又或者我們可以看一下\n檢查一下\n用了這個Skill弄出來的成品\n是不是符合我們期望的\n之後呢\n就來到這一條影片最重要的一步了\n就是怎麼樣可以把其他人的Skill\n變成你自己的Skill\n為什麼要這樣子做呢\n大家可以想像一下\n其實我們在Gave上面\n下角下來其他人的Skill\n就好像一台新的手機\n那你買了一台新手機回去之後\n肯定很多東西都是他們原廠的東西\n你可能需要修改一下你的封面\n然後下載一下新的APP\n又或者是把一些帳戶都需要登入進去\n把整台手機變成你自己的手機\n那我們在使用Skill的情況其實也是一樣的\n我們可以想像成為剛剛下載的其他弄好的Skill\n其實都是一些原廠的Skill\n它不會對你的行為\n不會對你自己的個人的數據\n又或者你的情況有任何的了解\n所以我們接下來呢\n就需要把你自己的情況\n你的資料給到Air Agent\n讓他寫在這個Skill裡面\n之後呢這個Skill\n出來的東西就會更加符合你自己的需求\n就變成了一個屬於你自己定制化的Skill\n這樣子用起來的時候呢\n就會更加的方便有效率了\n所以我們把這個Skill安裝好之後呢\n可以讓Air Agent先運作這個Skill一遍\n之後呢我們再來看一下\n他做出來的效果如何\n如果有問題的話呢\n我們可以再跟AI Agent講清楚這幾件事情\n比如說你想要AI Agent\n通過這個Skill做出來的作品\n成果應該是長什麼樣子的\n也要非常具體的告訴他\n而且你要告訴AI Agent\n你弄好了這個成果之後\n你要拿去做什麼的\n或者說有沒有一些限制的\n還有這一份文件是給誰看的\n那除了剛剛跟AI文字上的溝通之外呢\n還有一個更加好的做法就是\n給一個參考物\n給到AI agent\n因為我們跟AI說\n或者是跟AI溝通的時候呢\n可能\n很有可能很多人都會用一個\n好的這個字\n去跟AI去溝通的\n但是\n你自己心裡面\n覺得好的定義\n跟AI覺得好的定義\n很有可能是不一樣的\n可能你覺得好的意思就是\n面板需要再乾淨一點\n至少一點\n需要增加更加多的圖片\n但是AI就可能會覺得\n好一點的意思就是\n內容要更加豐富一點\n所以它就會更加多的文字了\n所以我們需要用一個實物\n去告訴AI\n怎麼樣是好的\n我們可以把我們之前做好的一些成品\n直接上傳給到AI\n因為這一份成品是你之前已經做好你覺得好的東西\n所以這個就是你的標準了\n又或者我們可以把其他人\n你覺得好的一些例子\n也可以上傳給到AI\n除了一些你覺得好\n又或者你已經做好的成品之外呢\n我們也可以給到AI一些的反例\n我們可以直接上傳\n然後跟AI說\n這一個就是我不想要的樣子\n你可以讓AI從一些反面的造財裡面\n也可以學習到你想要的風格如何\n那我們除了丟這些的參考物給到AI之外呢\n我們也需要告訴AI\n希望AI可以從這個參考物裡面\n學習到什麼樣的東西\n比如說是學習到它的結構嗎\n還是語氣還是排版\n除非你是想要所有东西都是让AI学习好的\n要不然的话呢\n你就需要非常具体的告诉AI\n需要学的东西是什么\n那如果你完全没有一些参考物给到他怎么办呢\n也没有关系\n我们可以让AI先给我们弄几个不同的版本\n之后你再从一个你觉得比较好的一个版本里面去选择一个\n之后呢\n再把每一个不满意的地方很具体的跟AI说\n哪个地方是不好的\n怎么说呢\n我們需要跟AI說\n這個位置、方向還有程度\n比如說你可以跟他說\n第幾段太長了\n需要壓到幾句以內\n重點是把\n他改了四五遍給我們\n都做不到我們想要的一個效果\n那根據我們剛剛的那個方法\n去變AI溝通之後呢\n我們就可以讓AI\n再幫我們去弄一個成品出來\n就不斷重複這個過程\nAI弄好的一個成品給我們\n我們就跟他說問題在哪\n之後AI就會再去改善\n如果我們看到了問題之後\n再讓AI改\n就一直重複這個步驟\n但AI他真正可以弄到一份\n我們覺得OK沒有問題的一個成品之後呢\n我們就可以跟AI說\n根據我們剛才說的討論的修正\n優化好這個Skill\n之後呢 AI他就會直接把你剛剛下載的那個Skill改良好了\n他就會根據你們對話的這個紀錄\n然後就看一下有什麼需要低字化的地方\n把這個Skill變成屬於你自己的Skill\n所以我們想要用好AI Agent 用好Skill\n並不是說安裝很多其他人覺得好的這些Skill\n要就是用的好了\n其實你想要用好Skill 用好AI Agent\n是真正的把這些skills融合到你自己平時使用的情況\n又或者是融合到你公司的一個實際的情況\n把這些skills變成定製化\n有你個人風格有你公司風格的這些skills\n所以通過這個方法不斷的調照AI agent\n不斷的調教這些skills之後呢\nAI做主要的效果就會越來越符合你的期望了\n總結來說只需要做到以下四個步驟\n你就可以擁有一個屬於你自己的skills了\n第一個步驟就是讓AI上網去幫你查一下\n有什麼現成一些skill\n但你找到一個你覺得不錯的skill之後呢\n記得要讓AI幫我們去進行一個安全的檢查\n查一下這個skill有沒有一些風險的問題\n之後再讓AI去安裝\n當AI安裝好之後呢\n我們就可以先讓AI跑一遍\n然後再告訴AI它給你的成品的問題是在哪裡\n我們記得需要具體的跟AI說問題在哪\n還有給到一些參考物給到AI\n慢慢這樣子重複這個過程\n最後就可以優化這個Skill變成屬於你自己定制化的Skill了\n那如果說\n你要也要上網查的Skill其實都並不符合你的期望的\n你只想要從零開始自己重新設置好這個Skill\n那又要怎麼樣去做呢\n因為這個步驟就會比較複雜一點\n所以我之後就會另外拍一條影片\n再去跟大家去講解\n那這一條的影片就先到這裡了\n如果大家有任何問題的話呢\n都可以在這一條影片上面留言\n那如果大家想要拿到這一條影片裡面\n给大家展示的这个PPT的话呢\n就可以加入我的AI自动画学习中心\n就可以下载这份的PPT了\n而且里面还有很多其他有关AI学习的一些的心得\n或者是各种不同工具的使用方法\n在右的链接呢\n我就放在影片说明栏那里\n如果大家觉得这一条影片对你有帮助的话呢\n记得帮我点个赞\n还有订阅我的频道\n那我们下一条影片再见\n拜拜",
  "language": "zh",
  "duration": 1057.251,
  "segments": [
    {
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      "text": "最近很多AI大公司,他們都推出了他們新的AI agent工具。好像是XAI就推出了Graph Bolt,Google就出了GMI Spark,那一些傳統的AI大公司就好像OpenAI,他們一直都用Codex,那Enthropec的話就有Codec,而且他們推出的AI agent工具都越來越簡單。不像是我們一開始的時候去使用Code又或者是Codex那樣子,能不能拿上手了。所以我們在這個AI agent的時代裡面,我覺得大家首先需要了解又或者是學會的一件事情就是Skill。",
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      "text": "但是如果大家連AIA券都不知道是什麼的話呢",
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      "text": "簡單來說我們平時使用的那些Gemina或者是TrackGPT",
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      "start": 44.12,
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      "text": "他們是不能夠直接幫我們去做事情的",
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      "start": 47.14,
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      "text": "充其讓他就是一個比較聰明一點的Google",
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      "start": 52.8,
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      "text": "還是停留在一個疑問一答的一個情況裡面",
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      "text": "但是如果我們是使用AIA券",
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      "text": "他就可以幫我們直接做好一件事情",
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      "text": "比如說我跟AI Agent招待了一件事情",
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      "start": 63.94,
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      "text": "跟他做好了我的目標",
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      "text": "他就可以直接幫我們去做好",
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      "text": "他也可以操作我們的電腦",
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      "text": "看我們電腦裡面的檔案",
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      "text": "根據這些檔案的資料",
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      "start": 71.92,
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      "text": "直接幫我們去做事情",
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      "text": "如果他遇到不會不懂的事情",
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      "text": "他也可以直接上網去查",
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      "start": 77.62,
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      "text": "查好了之後",
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    {
      "start": 78.62,
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      "text": "再去幫我們去做",
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      "start": 79.82,
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      "text": "所以最後我們只需要檢查一下",
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    {
      "start": 82.1,
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      "text": "AI Agent他幫我們做出來的成果",
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    {
      "start": 84.5,
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      "text": "成品好不好就可以了",
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    {
      "start": 85.94,
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      "text": "這一個就是我們使用一般的大語言模型",
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    {
      "start": 88.7,
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      "text": "還有AI Agent最大的一個區別",
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      "text": "那我們在使用AI Agent的時候",
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      "text": "比如這個例子",
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      "start": 98.7,
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      "text": "最近十幾天的一個新聞",
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    {
      "start": 102.84,
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      "text": "配合我想要的題目的架構",
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      "start": 105.08,
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      "text": "來幫我做一批新的題目",
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      "start": 106.58,
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      "text": "給學生們他們去做練習",
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      "text": "我就只是很簡單的跟他說運行了這個Skill",
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      "start": 116.08,
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      "text": "然後還幫我把所有的東西整理",
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      "text": "放好了在GlugeDrop上面",
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      "start": 122.36,
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      "text": "它究竟是用了哪些的行為",
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      "start": 130.32,
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      "text": "之後AI就會幫我做好了不同的選擇題",
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      "start": 142.36,
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      "text": "其實我就只是簡單的跟他說了",
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      "start": 145.0,
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      "text": "运行这个skill",
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      "text": "其他什么东西都没有",
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    {
      "start": 147.36,
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      "text": "他就可以做好一份",
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      "start": 148.46,
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      "text": "这么好的一个答案给我们了",
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      "start": 153.88,
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      "text": "如果我们没有使用skill的话呢",
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      "start": 156.02,
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      "text": "我们可能需要一开始的时候",
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    {
      "start": 157.76,
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      "text": "先给到一个指令给到AI",
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      "start": 160.06,
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      "text": "就是让他帮我上网",
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      "start": 161.84,
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      "text": "去查一下最新的一个新闻",
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      "text": "查好了这些新闻之后呢",
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      "start": 165.9,
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      "text": "我们还需要自己检查这些新闻",
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    {
      "start": 168.36,
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      "text": "合不合适",
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    {
      "start": 169.18,
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      "text": "当我们筛选好了这些新闻之后呢",
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      "start": 171.62,
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      "text": "我还要告诉AI",
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      "text": "你就参考之前我上传给他的那个题目的风格",
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      "start": 177.1,
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      "text": "帮我再根据刚刚的新闻创建一批新的题目",
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      "start": 180.94,
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      "text": "当他做好了题目之后呢",
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      "start": 182.46,
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      "text": "我还要自己把这些题目复制贴上放到Google Doc上面",
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      "start": 186.26,
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      "text": "中间很多都需要我们手动的去把AI给我们的成品",
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      "start": 191.22,
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      "text": "自己去串联在一起",
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      "start": 192.82,
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      "text": "但是如果我们是用了Skill的话呢",
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      "start": 195.1,
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      "text": "每一个步骤我们都可以很清楚的",
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      "start": 197.66,
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      "text": "告诉AI到底什么的新闻是适合用来做题目的",
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      "start": 201.46,
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      "text": "一些是不適合的",
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    {
      "start": 202.62,
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      "text": "我們已經可以把這個篩選的一個指標",
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      "start": 205.5,
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      "text": "事先給到AI捲",
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    {
      "start": 207.0,
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      "text": "他就可以自己通過這些的新聞",
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    {
      "start": 209.0,
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      "text": "然後自己去做上一個步驟了",
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      "start": 210.9,
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      "text": "所以每一個步驟",
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      "start": 212.1,
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      "text": "AI都可以根據我們事先給到他的規則選擇",
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      "start": 215.1,
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      "text": "自己去做好",
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    {
      "start": 216.0,
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      "text": "我們只需要做最後的驗獸的這個步驟就可以了",
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      "start": 219.42,
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      "text": "那根據這個模式",
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    {
      "start": 220.62,
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      "text": "其實不僅僅是好像我剛剛那個例子",
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    {
      "start": 223.42,
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      "text": "你也可以讓AI上網去查各種你需要的資料",
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    {
      "start": 226.42,
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      "text": "然後根據你公司",
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    {
      "start": 227.52,
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      "text": "又或者是你想要的一個需求規則",
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    {
      "start": 230.16,
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      "text": "去篩選分析",
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      "start": 231.56,
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      "text": "然後讓AI自己去檢查一下",
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    {
      "start": 234.12,
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      "text": "他弄出來的成品的效果是好或者是不好",
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    {
      "start": 236.86,
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      "text": "弄好了之後再把這些資料儲存在你想要的地方",
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      "text": "又或者可以讓AI",
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    {
      "start": 241.6,
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      "text": "再去發一個郵件通知給其他的部門",
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      "text": "那大家基本理解了什麼是skills之後呢?",
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    {
      "start": 250.2,
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      "text": "接下來我們今天這一條影片",
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      "start": 252.36,
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      "text": "就會跟在具體的跟大家揭示一下",
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      "text": "到底skills是什麼",
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      "start": 256.16,
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      "text": "它跟prome就是",
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    {
      "start": 257.6,
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      "text": "之前我們常常使用的提示詞",
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    {
      "start": 259.6,
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      "text": "差別是在哪裡",
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    {
      "start": 260.8,
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      "text": "應該怎麼樣去找",
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    {
      "start": 262.0,
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      "text": "怎麼樣去安裝",
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    {
      "start": 263.0,
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      "text": "還有需要注意的一些事項",
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    {
      "start": 265.16,
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      "text": "怎麼樣可以把其他人的Skill",
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    {
      "start": 267.4,
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      "text": "變成我們自己的Skill",
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      "text": "其實我們之前用的這些提示詞",
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      "text": "就是Prom還有Skill",
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      "start": 272.96,
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      "text": "他們的差別是在哪裡呢",
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    {
      "start": 274.76,
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      "text": "我覺得Skill其實就是一個進階版",
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    {
      "start": 277.28,
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      "text": "進化版的一個Prom",
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      "start": 279.0,
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      "text": "所有Prom有的東西Skill它都會有",
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    {
      "start": 281.76,
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      "text": "比如這個資料杂裡面",
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    {
      "start": 283.16,
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      "text": "就是我用來分析一句影片的Skill",
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    {
      "start": 286.64,
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      "text": "大家可以看他其實他當中是包括了非常多各種不同的東西的",
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      "start": 291.5,
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      "text": "那當中最重要的話呢就是這個Skill.md",
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    {
      "start": 294.96,
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      "text": "就是一個給AI agent他看的一個說明書",
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    {
      "start": 298.1,
      "end": 302.0,
      "text": "讓AI agent知道什麼情況他應該怎麼樣去處理",
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    {
      "start": 302.0,
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      "text": "所以一個Skill呢其實他是有一整個資料夾在裡面的",
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      "no_speech_prob": 2.8316916519943724e-11,
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    {
      "start": 306.36,
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      "text": "他不僅僅會有一份的說明書",
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      "avg_logprob": -0.22780855964211857,
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    {
      "start": 308.7,
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      "text": "那這個說明書其實就會是好像Home一樣也是一段文字",
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      "start": 354.34,
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      "text": "给到一个任务",
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      "text": "给到AI agent",
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      "start": 363.28,
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      "text": "AI做出來的成品就會更加一致性了",
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      "start": 390.02,
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      "start": 393.7,
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      "text": "我們就很難在公司裡面去使用了",
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      "start": 409.38,
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      "text": "是真正可以放在你们公司上面可以使用",
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    {
      "start": 414.34,
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      "text": "我们接下来再来说一下",
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      "text": "我们可以去什么地方找到这些skill",
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      "start": 418.7,
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      "text": "其实就是直接让AI",
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      "start": 421.18,
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      "text": "去Gate Hub上面帮我们去查一下",
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      "start": 423.36,
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      "text": "有没有一些可以帮我们",
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    {
      "start": 424.98,
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      "text": "解决这个需求的一些的skill",
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      "start": 426.9,
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      "text": "好像我这个例子",
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      "start": 427.92,
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      "text": "我就跟AI说",
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      "start": 429.0,
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      "text": "我想要处理的事情就是",
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      "text": "我想要一個可以記錄學生層次表現",
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      "start": 433.82,
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      "text": "還有他們的行為的記錄分析的一個工具",
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    {
      "start": 437.04,
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      "text": "所以就讓他幫我上網去查一下",
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      "text": "有沒有一些成品的Skill可以做到這件事情",
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      "start": 442.46,
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      "text": "那當他幫我找到這個Skill之後呢",
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    {
      "start": 444.64,
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      "text": "就不要馬上幫我安裝",
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      "start": 446.22,
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      "text": "我需要先知道",
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      "start": 449.88,
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      "start": 452.36,
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      "text": "適合什麼情況",
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      "start": 453.32,
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      "start": 456.1,
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      "text": "我就要一個非常詳細的一個報告",
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      "start": 458.36,
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      "start": 470.2,
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      "text": "開源的一些工具或是skill",
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      "start": 472.6,
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      "text": "我們就可以參考一下",
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      "start": 477.56,
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      "text": "anthropic官方他就會在GateHub上面",
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      "start": 482.28,
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      "text": "那當AI幫我們找到了一些技術之後,我們就可以自己點進去Github的網站上面,去看一下到底這個項目的星星數量是多少。",
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      "text": "看一下以下這五件事情",
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      "start": 600.14,
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      "start": 606.54,
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      "start": 615.54,
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      "text": "AI Agent就會自動幫你安裝了",
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      "text": "當我們安裝好了一個Skill之後呢",
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      "text": "我們就可以運作這個Skill",
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      "text": "試試看它可不可以成功的運作",
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      "text": "又或者我們可以看一下",
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      "text": "檢查一下",
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      "text": "用了這個Skill弄出來的成品",
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      "text": "是不是符合我們期望的",
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      "text": "之後呢",
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    {
      "start": 646.54,
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      "text": "就來到這一條影片最重要的一步了",
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      "text": "就是怎麼樣可以把其他人的Skill",
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      "text": "為什麼要這樣子做呢",
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      "text": "大家可以想像一下",
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      "text": "下角下來其他人的Skill",
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      "text": "就好像一台新的手機",
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      "text": "肯定很多東西都是他們原廠的東西",
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      "text": "然後下載一下新的APP",
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      "text": "把整台手機變成你自己的手機",
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      "text": "他做出來的效果如何",
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      "text": "我們可以再跟AI Agent講清楚這幾件事情",
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    {
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      "text": "還有一個更加好的做法就是",
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    {
      "start": 752.48,
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      "text": "給一個參考物",
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      "text": "給到AI agent",
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      "text": "因為我們跟AI說",
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      "text": "或者是跟AI溝通的時候呢",
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      "text": "可能",
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      "text": "很有可能很多人都會用一個",
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      "text": "你自己心裡面",
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      "text": "很有可能是不一樣的",
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      "text": "可能你覺得好的意思就是",
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      "text": "面板需要再乾淨一點",
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      "text": "至少一點",
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      "start": 775.34,
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      "text": "需要增加更加多的圖片",
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      "text": "但是AI就可能會覺得",
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      "text": "好一點的意思就是",
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      "start": 781.08,
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      "text": "內容要更加豐富一點",
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      "text": "所以它就會更加多的文字了",
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      "text": "所以我們需要用一個實物",
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      "text": "去告訴AI",
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      "text": "怎麼樣是好的",
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      "text": "我們可以把我們之前做好的一些成品",
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      "text": "直接上傳給到AI",
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      "text": "因為這一份成品是你之前已經做好你覺得好的東西",
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      "text": "所以這個就是你的標準了",
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      "text": "這一個就是我不想要的樣子",
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      "text": "那我們除了丟這些的參考物給到AI之外呢",
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      "text": "比如說是學習到它的結構嗎",
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      "text": "要不然的话呢",
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      "text": "那如果你完全没有一些参考物给到他怎么办呢",
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      "text": "我们可以让AI先给我们弄几个不同的版本",
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      "text": "再把每一个不满意的地方很具体的跟AI说",
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      "text": "哪个地方是不好的",
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      "text": "怎么说呢",
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      "text": "我們需要跟AI說",
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      "text": "這個位置、方向還有程度",
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      "text": "比如說你可以跟他說",
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    {
      "start": 873.16,
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      "text": "第幾段太長了",
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      "text": "需要壓到幾句以內",
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      "start": 876.46,
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      "text": "重點是把",
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    {
      "start": 892.051,
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      "text": "他改了四五遍給我們",
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      "text": "都做不到我們想要的一個效果",
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      "text": "那根據我們剛剛的那個方法",
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      "start": 898.251,
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      "text": "去變AI溝通之後呢",
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      "text": "我們就可以讓AI",
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    {
      "start": 900.651,
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      "text": "再幫我們去弄一個成品出來",
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    {
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      "text": "就不斷重複這個過程",
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      "text": "AI弄好的一個成品給我們",
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      "text": "我們就跟他說問題在哪",
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      "avg_logprob": -0.14144840010677476,
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    {
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    {
      "start": 910.651,
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      "text": "如果我們看到了問題之後",
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    {
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      "text": "再讓AI改",
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    {
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      "text": "就一直重複這個步驟",
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      "text": "但AI他真正可以弄到一份",
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    {
      "start": 916.751,
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      "text": "我們覺得OK沒有問題的一個成品之後呢",
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      "text": "我們就可以跟AI說",
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    {
      "start": 921.651,
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      "text": "根據我們剛才說的討論的修正",
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    {
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      "text": "之後呢 AI他就會直接把你剛剛下載的那個Skill改良好了",
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      "text": "並不是說安裝很多其他人覺得好的這些Skill",
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      "text": "要就是用的好了",
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      "text": "是真正的把這些skills融合到你自己平時使用的情況",
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      "text": "又或者是融合到你公司的一個實際的情況",
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      "text": "把這些skills變成定製化",
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      "text": "有你個人風格有你公司風格的這些skills",
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      "text": "所以通過這個方法不斷的調照AI agent",
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      "text": "不斷的調教這些skills之後呢",
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      "text": "AI做主要的效果就會越來越符合你的期望了",
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      "text": "總結來說只需要做到以下四個步驟",
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      "text": "你就可以擁有一個屬於你自己的skills了",
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      "text": "第一個步驟就是讓AI上網去幫你查一下",
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      "text": "有什麼現成一些skill",
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      "text": "但你找到一個你覺得不錯的skill之後呢",
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    {
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      "text": "記得要讓AI幫我們去進行一個安全的檢查",
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      "text": "查一下這個skill有沒有一些風險的問題",
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      "text": "之後再讓AI去安裝",
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      "text": "當AI安裝好之後呢",
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      "text": "我們就可以先讓AI跑一遍",
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      "text": "然後再告訴AI它給你的成品的問題是在哪裡",
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      "text": "我們記得需要具體的跟AI說問題在哪",
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    {
      "start": 1002.671,
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      "text": "還有給到一些參考物給到AI",
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    {
      "start": 1004.871,
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      "text": "慢慢這樣子重複這個過程",
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    {
      "start": 1006.571,
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      "text": "最後就可以優化這個Skill變成屬於你自己定制化的Skill了",
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      "text": "你要也要上網查的Skill其實都並不符合你的期望的",
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      "start": 1015.651,
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      "text": "你只想要從零開始自己重新設置好這個Skill",
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      "text": "那又要怎麼樣去做呢",
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      "text": "因為這個步驟就會比較複雜一點",
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    {
      "start": 1023.671,
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      "text": "所以我之後就會另外拍一條影片",
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      "no_speech_prob": 2.2871284727221664e-11,
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    {
      "start": 1025.651,
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      "text": "再去跟大家去講解",
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      "no_speech_prob": 2.2871284727221664e-11,
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    {
      "start": 1027.111,
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      "text": "那這一條的影片就先到這裡了",
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    {
      "start": 1029.051,
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      "text": "如果大家有任何問題的話呢",
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      "no_speech_prob": 2.2871284727221664e-11,
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    {
      "start": 1030.591,
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      "text": "都可以在這一條影片上面留言",
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    {
      "start": 1032.511,
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      "text": "那如果大家想要拿到這一條影片裡面",
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      "no_speech_prob": 2.2871284727221664e-11,
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    {
      "start": 1034.751,
      "end": 1036.691,
      "text": "给大家展示的这个PPT的话呢",
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    {
      "start": 1036.691,
      "end": 1039.011,
      "text": "就可以加入我的AI自动画学习中心",
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      "no_speech_prob": 2.961703104986668e-11,
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    {
      "start": 1039.011,
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      "text": "就可以下载这份的PPT了",
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    {
      "start": 1040.831,
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      "text": "而且里面还有很多其他有关AI学习的一些的心得",
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    {
      "start": 1044.371,
      "end": 1047.011,
      "text": "或者是各种不同工具的使用方法",
      "chunk": 2,
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      "no_speech_prob": 2.961703104986668e-11,
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    },
    {
      "start": 1047.011,
      "end": 1047.951,
      "text": "在右的链接呢",
      "chunk": 2,
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    {
      "start": 1047.951,
      "end": 1049.591,
      "text": "我就放在影片说明栏那里",
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      "compression_ratio": 1.3388704318936877
    },
    {
      "start": 1049.591,
      "end": 1052.131,
      "text": "如果大家觉得这一条影片对你有帮助的话呢",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.156908565097385,
      "no_speech_prob": 2.961703104986668e-11,
      "compression_ratio": 1.3388704318936877
    },
    {
      "start": 1052.131,
      "end": 1052.951,
      "text": "记得帮我点个赞",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.156908565097385,
      "no_speech_prob": 2.961703104986668e-11,
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    },
    {
      "start": 1052.951,
      "end": 1054.011,
      "text": "还有订阅我的频道",
      "chunk": 2,
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      "avg_logprob": -0.156908565097385,
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      "compression_ratio": 1.3388704318936877
    },
    {
      "start": 1054.011,
      "end": 1055.631,
      "text": "那我们下一条影片再见",
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    "global_repeat_text": "最近很多AI大公司,他們都推出了他們新的AI agent工具。好像是XAI就推出了Graph Bolt,Google就出了GMI Spark,那一些傳統的AI大公司就好像OpenAI,他們一直都用Codex,那Enthropec的話就有Codec,而且他們推出的AI agent工具都越來越簡單。不像是我們一開始的時候去使用Code又或者是Codex那樣子,能不能拿上手了。所以我們在這個AI agent的時代裡面,我覺得大家首先需要了解又或者是學會的一件事情就是Skill。",
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