{"text": "在Clock Code花超過幾個月的時間之後,我整理出了五件事,是我希望在開始用之前就知道的。今天這支影片不是技術教學,也不是功能介紹,這是我真實使用下來真正能提升你使用Clock Code效率的關鍵心法。如果你竟然用Clock Code,或是準備認真開始用,以下這五件事情可以幫你操作很多網路。所以今天這支影片我要跟你分享的五件事情。第一,Context是一切。第二,先搞清楚流程再開始做。第三,大型專案要用Superpowers。第四,能用CLI就用CLI。第五,Clock Code負責開發Codex,負責debug和更新。那我們再開始。OK,第一件事,Context就是一切。Clock Code的效果幾乎完全取決於你給它多少context。你給的context越豐富,越準確,它的輸出越越精準。那什麼是context呢?Context就是上下文。那Clock Code具體來說要怎麼做的context呢?其實它有兩個主要來源。就是你的Cloud MD。就是放在你的專案跟目錄的設定檔。你在裡面告訴Clock Code你在做什麼?你的偏好?哪些事情不要做?遇到某些狀況要怎麼處理?你每次在跟Clock Code處理任務的時候呢,它都會自動讀這個檔案。第二個呢,是你的Project Context。簡單來說,這個Project Context就是你在開始跟Clock Code做任務時給的背景資訊。比如說你現在說到哪裡?你的Session的目標是什麼?你有什麼限制?我自己用的方式呢,叫做Progress Reloading。就是不要把一次所有東西都塞給Clock Code。而是根據任務需要,分階段載入相關的context。需要什麼就給什麼?不需要的就不給。這樣做的話呢,可以避免context window浪費在不相關的資訊上面。另外呢,我有另外做一支影片,專門介紹如何建立你自己的context。包括你的context裡面要放什麼?需要放在哪裡?那如果你有興趣的話,連結我會放在上方,你可以再去點。OK,那第二件呢,快速讓你Clock Code增加效率的方法。就是先想清楚流程,再做試做。通常你有想法,你通常會直接叫Clock Code直接做。這是很多人,包括我,一開始的自覺。然後發現方向不對,再改,又再改。那經過幾次這樣的來來回回呢,我發現有個方法能讓你節省這些來來回回的時間。那這邊呢,我給你一個before after。那before呢,通常你想做一個自動化系統。你就直接跟Clock說,幫我建一個workflow,每天早上整理我的email,然後發財要給我。那Clock Code就開始寫。但做的方向呢,不是你想要的。你說,欸,不對,我要的是這樣這樣這樣這樣這樣,然後他又改。然後可能改到第五六次才對。那經過我這個方法之後呢,同樣的需求,我會先進入你的plan mode。或者告訴Clock,先不要做任何事情。給我五個不同的實作方案。我選一個,再開始。那這時候呢,Clock Code就給你五個方向。然後你選了你最符合需求的那個。那基本上你一次就可以做對了。那之中差別呢,不是Cloud的能力。而是你有沒有先確認你的方向到底是什麼。你有沒有先確認你自己想要的東西到底是什麼。先想好之後呢,再去做試作。這樣會比較好一點。OK,那基本上我每次都會用那個Mirror或是這個Axelidraw去劃出我要的東西到底是什麼。那假設說我這邊有個AIOS,就是我之前做的一個System。那這邊呢,我就會列出幾個不同的區塊或是種類。比如說這邊我的Agent,我的Memory,我的Productivity, Content Creation。那通常呢,我都會先去畫。就是先寫出來,就是說這個東西是什麼。然後這個的功能是什麼。那等開發完成之後呢,我再把它用回綠色。就代表說,現在這個東西是可以運作的,可以使用的。那這個是我的一些PayPal,那你們也可以參考一下。OK,那第三件事情呢,就是大型專案的時候呢,用Super Powers。如果你在建一個是比較大的系統,請你記得,記得使用Super Powers的Skill。那更具體來說呢,就是使用BrainStorming的那個Skill。當你一旦使用它的時候呢,Cloud Code不會再把你當成一個只是想做某件事情的使用者。它會把你當開發者,一步一步問你細節。你的目標是什麼,有什麼限制,需要哪些功能,整體教授怎麼規劃。這些問題清起很麻煩,但是它逼你把Mod的想法,做成清楚的一個Plan。你的Plan越清楚,最後做出來的東西就越接近你真正想要的。那基本上你沒有這個的話呢,你可能花了兩個小時叫clock做,然後最後發現方向完全走偏了。因為你一開始的指令就不夠清楚。那關於Super Powers的詳細介紹呢,我也有另外去做一支影片,那連結在上方,可以去點一下。OK,第四件事情,能用CLI就用CLI。不要用API,不要用NCP,我等一下會解釋為什麼。API的問題呢,就是它會回傳大大的JSON、MetaDataStatus,什麼CodeHater,什麼Object,一大堆你用不到的東西。這些東西呢,看起來很OK啦,就是程式嘛。但是你不要忘記,它會把它全部塞進你的CodeCode的Context。塞進去就代表什麼?會浪費你的Token。另外CodeCode還要額外處理這些解析的邏輯。那MCP的問題呢,就是它雖然很強大,那就是一個插頭。但是它真的Context很多。你每次呼叫背景資訊就一堆。Session越長,你的Context就越擁擠。最壞的需點就是,它每次必定會Load到你的CodeCode的Context裡面。而CLI的輸出就是非常乾淨,你給一個指令,它會回傳量的結果。不多不少。那這邊我舉個例子,假設你想用JAML來做一個查詢。通常你用API,你拿一個JSON Object。但是呢,你要一層一層把東西全部拆開來,你才可以拿到你那個回答。那如果你用JAML來CLI呢,你直接輸入問題,它就直接給你答案。OK,那這邊呢,我會這樣圖,就是API、MCP、CLI的差別。那如果API的話,你可以看一下,就是,如果你出入一個Endpoint,它會回傳這些檔案。這些JSON的東西。這每一個東西呢,都存在Token。基本上就是很浪費Token。但是,下一個NCP,它更扯。如果你在你的Cloud Code裡面打,寫線Context的話呢,你會看到你的MCPTools。你還沒用呢,它就已經花你4300個Token。你根本就還沒開始做任務,它就已經花這麼多了。那基本上,你那5小時的Session裡面,很快就被打到了。那現在呢,我們再來看CLI。CLI最大的好處就是,它的這些東西,什麼NCP Custom Command,什麼Context File,全部都是存放在它方的雲端主機。我們只要負責的就是呼叫指令,跟拿回結構。就這樣,這樣就行了。所以說,在這個Agent時代,CLI絕對是第一名。然後API第二名,我覺得NCP算第三名。那當然API跟NCP,你可以根據你自己的情況去做猜選。那假設說你的API只是想去使用某一個服務,那就可以用API。那假設呢,如果你想要去用一個服務,然後這個服務呢,你會用到裡面很多功能。那它沒有NCP的話呢,你用NCP會比較方便一點。OK,那最後一件事情呢,就是Cloud Code做開發。Codex做Debug和更新。因為我現在的工作方式就是這樣。新功能的開發、架構設計,或是主要的Coding Work,我全部都在Cloud Code裡面做。因為Cloud Code裡面呢,我會使用Front-end Design,或是Super Powers,這類的Skill。但是呢,當我在卡住的時候,我會說有bug,不知道怎麼解。我只想對現有的code做更新和最佳化,這時候呢,我就會切到Codex。因為Codex在Review和現有code,找問題,提出修改建議在這類任務上面呢,表現非常好。它的思考方式呢,跟Cloud Code不一樣。所以有時候Cloud Code繞不出去的問題,Codex,一下就找到了。那這不是哪個比較好的問題,只是兩個工具,不同的想像。所以呢,你可以把它結合,這是沒問題的。那同時呢,我也要做一支影片,教你如何去把Cloud Code跟Codex兩者結合起來。那影片連結呢,我放在上方,你可以去檢視。OK,最後呢,我們來快速複習一下,今天的這五件事到底是什麼。你的Cloud.mt,加上你的Progress Loading的方式呢,會讓你的Cloud Code,整合大量的Token。第二,先搞清楚你要做什麼,再去執行。你可以開你的Plan Mode,叫Cloud Code提出一個方案呢,再去執行。第三,當你要去開發一個複雜大型的任務的時候呢,使用Superpower Brainstorming的Skill。第四,使用Cli,Cli最能結成Token,而且最快。也完全沒有在你的Context Window。第六,Cloud Code加Codex分工開發。Cloud Code來做開發,Codex來做CodeReview或是做Debug。今天這講的五件事情呢,其實都在指同一個方向。你在用Cloud Code建的不只是一個單獨獨立的功能,你在建的是一個AI的系統。這個系統只需要建立一次,建好之後它就能幫你持續工作。你的任務呢,就只要回覆它,升級它,不用每次都從零開始。那如果想知道怎麼從零建立這樣的AI的系統,我另外一支影片專門在講這件事情。點選在上方,你可以直接點進去看。另外呢,我把今天所有的影片都整合成一份PDF,讓你可以直接做參考。那要怎麼取得這份PDF呢?那你只需要加入我的免費Skill社群裡面。然後進來之後呢,你只要點這個YouTube影片支援。搜尋今天影片的標題,比如說這個。那你就會看到對應的PDF支援了。另外呢,我也會不定時的分享一些Cloud Code的技巧。比如說如果會節省Token。那如果覺得效果還不錯的話呢,我就會在另外做一支影片去做介紹。那另外呢,我也有在Classroom裡面,去教N8N還有商業應用案例。以及說關於Cloud Code相關的資源呢,我一併都放在這裡面。那如果你有興趣加入的話呢,錄取連結,我會放在影片下方。我們在裡面見。那如果今天這影片對你有幫助或是啟發呢,麻煩在下方影片留言點個讚。那每週呢,我都會出Cloud Code和AI系統的使用內容。我是Jer,我們下支影片見。我們下支影片見。", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 6.4, "text": "在Clock Code花超過幾個月的時間之後,我整理出了五件事,是我希望在開始用之前就知道的。", "tokens": [50365, 3581, 34, 4102, 15549, 20127, 19869, 8816, 23575, 3338, 6939, 1546, 20788, 26362, 11, 1654, 27662, 13876, 7781, 2289, 21001, 20485, 6973, 11, 42614, 29955, 3581, 21017, 9254, 32442, 3111, 7758, 1546, 1543, 50685], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 1, "seek": 0, "start": 6.4, "end": 15.1, "text": "今天這支影片不是技術教學,也不是功能介紹,這是我真實使用下來真正能提升你使用Clock Code效率的關鍵心法。", "tokens": [50685, 12074, 2664, 24400, 25373, 7296, 32502, 9890, 241, 21936, 21372, 11, 6404, 7296, 32311, 8225, 30312, 38193, 11, 16600, 1654, 6303, 10376, 22982, 9254, 27769, 6303, 15789, 8225, 20949, 41670, 2166, 22982, 9254, 34, 4102, 15549, 43076, 44866, 1546, 14899, 41668, 113, 7945, 11148, 1543, 51120], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 2, "seek": 0, "start": 15.1, "end": 21.76, "text": "如果你竟然用Clock Code,或是準備認真開始用,以下這五件事情可以幫你操作很多網路。", "tokens": [51120, 45669, 11957, 253, 5823, 9254, 34, 4102, 15549, 11, 19780, 1541, 36241, 22041, 6303, 21017, 9254, 11, 3588, 4438, 2664, 21001, 49459, 6723, 32187, 2166, 13167, 235, 11914, 20778, 26352, 24658, 1543, 51453], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 3, "seek": 0, "start": 21.76, "end": 24.580000000000002, "text": "所以今天這支影片我要跟你分享的五件事情。", "tokens": [51453, 7239, 12074, 2664, 24400, 25373, 32186, 24131, 30855, 1546, 21001, 49459, 1543, 51594], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 4, "seek": 0, "start": 24.580000000000002, "end": 26.88, "text": "第一,Context是一切。", "tokens": [51594, 18049, 11, 29821, 3828, 1541, 2257, 23632, 1543, 51709], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 5, "seek": 0, "start": 26.88, "end": 29.7, "text": "第二,先搞清楚流程再開始做。", "tokens": [51709, 19693, 11, 10108, 41816, 38433, 27854, 29649, 8623, 21017, 10907, 1543, 51850], "temperature": 0, "avg_logprob": -0.2513958838678175, "compression_ratio": 1.3871866295264623, "no_speech_prob": 6.6610232954400495e-12}, {"id": 6, "seek": 2970, "start": 29.7, "end": 32.519999999999996, "text": "第三,大型專案要用Superpowers。", "tokens": [50365, 35878, 11, 3582, 39823, 46072, 28899, 4275, 9254, 30152, 47953, 1543, 50506], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 7, "seek": 2970, "start": 32.519999999999996, "end": 35.339999999999996, "text": "第四,能用CLI就用CLI。", "tokens": [50506, 7536, 19425, 11, 8225, 9254, 22458, 40, 3111, 9254, 22458, 40, 1543, 50647], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 8, "seek": 2970, "start": 35.339999999999996, "end": 40.2, "text": "第五,Clock Code負責開發Codex,負責debug和更新。", "tokens": [50647, 7536, 21001, 11, 34, 4102, 15549, 11561, 254, 11561, 105, 8949, 14637, 34, 1429, 87, 11, 11561, 254, 11561, 105, 1479, 44455, 12565, 19002, 12560, 1543, 50890], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 9, "seek": 2970, "start": 40.2, "end": 41.48, "text": "那我們再開始。", "tokens": [50890, 46714, 8623, 21017, 1543, 50954], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 10, "seek": 2970, "start": 41.48, "end": 44.8, "text": "OK,第一件事,Context就是一切。", "tokens": [50954, 9443, 11, 18049, 20485, 6973, 11, 29821, 3828, 5620, 2257, 23632, 1543, 51120], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 11, "seek": 2970, "start": 44.8, "end": 49.16, "text": "Clock Code的效果幾乎完全取決於你給它多少context。", "tokens": [51120, 34, 4102, 15549, 1546, 43076, 9319, 23575, 2930, 236, 37100, 29436, 33540, 19488, 2166, 17798, 11284, 41492, 9000, 3828, 1543, 51338], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 12, "seek": 2970, "start": 49.16, "end": 53.760000000000005, "text": "你給的context越豐富,越準確,它的輸出越越精準。", "tokens": [51338, 2166, 17798, 1546, 9000, 3828, 25761, 19517, 238, 47564, 11, 25761, 28220, 24293, 11, 45224, 12290, 116, 7781, 25761, 25761, 34910, 28220, 1543, 51568], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 13, "seek": 2970, "start": 53.760000000000005, "end": 57.34, "text": "那什麼是context呢?Context就是上下文。", "tokens": [51568, 4184, 7598, 1541, 9000, 3828, 6240, 30, 29821, 3828, 5620, 5708, 4438, 17174, 1543, 51747], "temperature": 0, "avg_logprob": -0.21643762588500975, "compression_ratio": 1.267605633802817, "no_speech_prob": 1.2602945596851267e-11}, {"id": 14, "seek": 5734, "start": 57.34, "end": 60.160000000000004, "text": "那Clock Code具體來說要怎麼做的context呢?", "tokens": [50365, 4184, 34, 4102, 15549, 39806, 23987, 36979, 4275, 11614, 10907, 1546, 9000, 3828, 6240, 30, 50506], "temperature": 0, "avg_logprob": -0.23992489178975424, "compression_ratio": 0.8842105263157894, "no_speech_prob": 2.1132736185980328e-11}, {"id": 15, "seek": 5734, "start": 60.160000000000004, "end": 62.980000000000004, "text": "其實它有兩個主要來源。", "tokens": [50506, 14139, 11284, 2412, 34623, 13557, 4275, 3763, 47402, 1543, 50647], "temperature": 0, "avg_logprob": -0.23992489178975424, "compression_ratio": 0.8842105263157894, "no_speech_prob": 2.1132736185980328e-11}, {"id": 16, "seek": 6298, "start": 62.98, "end": 65.8, "text": "就是你的Cloud MD。", "tokens": [50365, 5620, 18961, 32787, 22521, 1543, 50506], "temperature": 0, "avg_logprob": -0.370056030077812, "compression_ratio": 1.0176991150442478, "no_speech_prob": 2.3460806214403718e-11}, {"id": 17, "seek": 6298, "start": 65.8, "end": 67.58, "text": "就是放在你的專案跟目錄的設定檔。", "tokens": [50506, 5620, 12744, 3581, 18961, 46072, 28899, 9678, 11386, 9567, 226, 1546, 39035, 12088, 40741, 242, 1543, 50595], "temperature": 0, "avg_logprob": -0.370056030077812, "compression_ratio": 1.0176991150442478, "no_speech_prob": 2.3460806214403718e-11}, {"id": 18, "seek": 6298, "start": 67.58, "end": 68.61999999999999, "text": "你在裡面告訴Clock Code你在做什麼?", "tokens": [50595, 41410, 32399, 31080, 34, 4102, 15549, 41410, 10907, 7598, 30, 50647], "temperature": 0, "avg_logprob": -0.370056030077812, "compression_ratio": 1.0176991150442478, "no_speech_prob": 2.3460806214403718e-11}, {"id": 19, "seek": 6862, "start": 68.62, "end": 73.22, "text": "你的偏好?哪些事情不要做?遇到某些狀況要怎麼處理?", "tokens": [50365, 18961, 7437, 237, 2131, 30, 17028, 13824, 24675, 11962, 10907, 30, 3330, 229, 4511, 17238, 238, 13824, 18637, 222, 30772, 4275, 11614, 39289, 13876, 30, 50595], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 20, "seek": 6862, "start": 73.22, "end": 77.32000000000001, "text": "你每次在跟Clock Code處理任務的時候呢,它都會自動讀這個檔案。", "tokens": [50595, 2166, 23664, 9487, 3581, 9678, 34, 4102, 15549, 39289, 13876, 26443, 39517, 20643, 6240, 11, 11284, 7182, 6236, 9722, 12572, 7422, 222, 6287, 40741, 242, 28899, 1543, 50800], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 21, "seek": 6862, "start": 77.32000000000001, "end": 79.62, "text": "第二個呢,是你的Project Context。", "tokens": [50800, 49085, 6240, 11, 1541, 18961, 12681, 1020, 4839, 3828, 1543, 50915], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 22, "seek": 6862, "start": 79.62, "end": 85.52000000000001, "text": "簡單來說,這個Project Context就是你在開始跟Clock Code做任務時給的背景資訊。", "tokens": [50915, 31995, 36979, 11, 6287, 12681, 1020, 4839, 3828, 5620, 41410, 21017, 9678, 34, 4102, 15549, 10907, 26443, 39517, 6611, 17798, 1546, 46329, 50218, 35380, 5396, 232, 1543, 51210], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 23, "seek": 6862, "start": 85.52000000000001, "end": 88.34, "text": "比如說你現在說到哪裡?你的Session的目標是什麼?", "tokens": [51210, 36757, 4622, 2166, 12648, 4622, 4511, 37054, 30, 18961, 50, 4311, 1546, 11386, 46299, 35851, 30, 51351], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 24, "seek": 6862, "start": 88.34, "end": 89.36000000000001, "text": "你有什麼限制?", "tokens": [51351, 43320, 7598, 43446, 25491, 30, 51402], "temperature": 0, "avg_logprob": -0.22368917157573084, "compression_ratio": 1.2610169491525425, "no_speech_prob": 2.2785055092677808e-11}, {"id": 25, "seek": 8936, "start": 89.36, "end": 92.17999999999999, "text": "我自己用的方式呢,叫做Progress Reloading。", "tokens": [50365, 1654, 17645, 9254, 1546, 9249, 27584, 6240, 11, 19855, 10907, 12681, 3091, 8738, 78, 8166, 1543, 50506], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 26, "seek": 8936, "start": 92.17999999999999, "end": 95.24, "text": "就是不要把一次所有東西都塞給Clock Code。", "tokens": [50506, 5620, 11962, 16075, 27505, 39300, 26978, 7182, 13331, 252, 17798, 34, 4102, 15549, 1543, 50659], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 27, "seek": 8936, "start": 95.24, "end": 98.58, "text": "而是根據任務需要,分階段載入相關的context。", "tokens": [50659, 11070, 1541, 31337, 36841, 26443, 39517, 35748, 11, 6627, 10673, 236, 28427, 12290, 231, 14028, 15106, 14899, 1546, 9000, 3828, 1543, 50826], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 28, "seek": 8936, "start": 98.58, "end": 100.36, "text": "需要什麼就給什麼?", "tokens": [50826, 35748, 7598, 3111, 17798, 7598, 30, 50915], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 29, "seek": 8936, "start": 100.36, "end": 101.64, "text": "不需要的就不給。", "tokens": [50915, 1960, 35748, 1546, 3111, 1960, 17798, 1543, 50979], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 30, "seek": 8936, "start": 101.64, "end": 105.74, "text": "這樣做的話呢,可以避免context window浪費在不相關的資訊上面。", "tokens": [50979, 8377, 10907, 21358, 6240, 11, 6723, 3330, 123, 2347, 235, 9000, 3828, 4910, 11038, 103, 50071, 3581, 1960, 15106, 14899, 1546, 35380, 5396, 232, 49750, 1543, 51184], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 31, "seek": 8936, "start": 105.74, "end": 110.36, "text": "另外呢,我有另外做一支影片,專門介紹如何建立你自己的context。", "tokens": [51184, 26202, 6240, 11, 39732, 26202, 10907, 2257, 24400, 25373, 11, 46072, 37232, 30312, 38193, 43526, 34157, 24409, 2166, 17645, 1546, 9000, 3828, 1543, 51415], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 32, "seek": 8936, "start": 110.36, "end": 112.66, "text": "包括你的context裡面要放什麼?", "tokens": [51415, 41828, 18961, 9000, 3828, 32399, 4275, 12744, 7598, 30, 51530], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 33, "seek": 8936, "start": 112.66, "end": 113.68, "text": "需要放在哪裡?", "tokens": [51530, 35748, 12744, 3581, 37054, 30, 51581], "temperature": 0, "avg_logprob": -0.25179314126773755, "compression_ratio": 1.3005952380952381, "no_speech_prob": 1.9347010105086326e-11}, {"id": 34, "seek": 11368, "start": 113.68, "end": 117.52000000000001, "text": "那如果你有興趣的話,連結我會放在上方,你可以再去點。", "tokens": [50365, 4184, 13119, 43320, 44089, 39835, 21358, 11, 36252, 17144, 1654, 6236, 12744, 3581, 5708, 9249, 11, 42766, 8623, 6734, 8216, 1543, 50557], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 35, "seek": 11368, "start": 117.52000000000001, "end": 120.84, "text": "OK,那第二件呢,快速讓你Clock Code增加效率的方法。", "tokens": [50557, 9443, 11, 4184, 19693, 20485, 6240, 11, 10251, 31217, 21195, 2166, 34, 4102, 15549, 24228, 252, 9990, 43076, 44866, 1546, 9249, 11148, 1543, 50723], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 36, "seek": 11368, "start": 120.84, "end": 123.66000000000001, "text": "就是先想清楚流程,再做試做。", "tokens": [50723, 5620, 10108, 7093, 38433, 27854, 29649, 11, 8623, 10907, 22099, 10907, 1543, 50864], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 37, "seek": 11368, "start": 123.66000000000001, "end": 127.24000000000001, "text": "通常你有想法,你通常會直接叫Clock Code直接做。", "tokens": [50864, 19550, 11279, 43320, 7093, 11148, 11, 2166, 19550, 11279, 6236, 43297, 19855, 34, 4102, 15549, 43297, 10907, 1543, 51043], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 38, "seek": 11368, "start": 127.24000000000001, "end": 130.32, "text": "這是很多人,包括我,一開始的自覺。", "tokens": [51043, 16600, 20778, 4035, 11, 41828, 1654, 11, 2257, 21017, 1546, 9722, 9463, 1543, 51197], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 39, "seek": 11368, "start": 130.32, "end": 132.88, "text": "然後發現方向不對,再改,又再改。", "tokens": [51197, 10213, 38927, 9249, 24282, 15779, 11, 8623, 34490, 11, 17047, 8623, 34490, 1543, 51325], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 40, "seek": 11368, "start": 132.88, "end": 134.92000000000002, "text": "那經過幾次這樣的來來回回呢,", "tokens": [51325, 4184, 15145, 8816, 23575, 9487, 39425, 3763, 3763, 8350, 8350, 6240, 11, 51427], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 41, "seek": 11368, "start": 134.92000000000002, "end": 138.26000000000002, "text": "我發現有個方法能讓你節省這些來來回回的時間。", "tokens": [51427, 1654, 38927, 2412, 3338, 9249, 11148, 8225, 21195, 2166, 27694, 2862, 223, 29869, 3763, 3763, 8350, 8350, 1546, 20788, 1543, 51594], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 42, "seek": 11368, "start": 138.26000000000002, "end": 140.82, "text": "那這邊呢,我給你一個before after。", "tokens": [51594, 4184, 22821, 6240, 11, 1654, 17798, 2166, 8990, 45301, 934, 1543, 51722], "temperature": 0, "avg_logprob": -0.21881190106912624, "compression_ratio": 1.3473389355742298, "no_speech_prob": 2.1535610100764657e-11}, {"id": 43, "seek": 14082, "start": 140.82, "end": 144.14, "text": "那before呢,通常你想做一個自動化系統。", "tokens": [50365, 4184, 45301, 6240, 11, 19550, 11279, 38386, 10907, 8990, 9722, 12572, 23756, 25368, 33725, 1543, 50531], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 44, "seek": 14082, "start": 144.14, "end": 147.98, "text": "你就直接跟Clock說,幫我建一個workflow,每天早上整理我的email,", "tokens": [50531, 41045, 43297, 9678, 34, 4102, 4622, 11, 32187, 1654, 34157, 8990, 1902, 10565, 11, 23664, 6135, 21176, 5708, 27662, 13876, 14200, 443, 864, 11, 50723], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 45, "seek": 14082, "start": 147.98, "end": 149.26, "text": "然後發財要給我。", "tokens": [50723, 10213, 14637, 11561, 94, 4275, 17798, 1654, 1543, 50787], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 46, "seek": 14082, "start": 149.26, "end": 151.06, "text": "那Clock Code就開始寫。", "tokens": [50787, 4184, 34, 4102, 15549, 3111, 21017, 4510, 104, 1543, 50877], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 47, "seek": 14082, "start": 151.06, "end": 153.35999999999999, "text": "但做的方向呢,不是你想要的。", "tokens": [50877, 8395, 10907, 1546, 9249, 24282, 6240, 11, 7296, 38386, 4275, 1546, 1543, 50992], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 48, "seek": 14082, "start": 153.35999999999999, "end": 156.7, "text": "你說,欸,不對,我要的是這樣這樣這樣這樣這樣,", "tokens": [50992, 42920, 11, 18387, 11, 15779, 11, 32186, 24620, 8377, 8377, 8377, 8377, 8377, 11, 51159], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 49, "seek": 14082, "start": 156.7, "end": 157.45999999999998, "text": "然後他又改。", "tokens": [51159, 10213, 5000, 17047, 34490, 1543, 51197], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 50, "seek": 14082, "start": 157.45999999999998, "end": 159.76, "text": "然後可能改到第五六次才對。", "tokens": [51197, 10213, 16657, 34490, 4511, 7536, 21001, 30566, 9487, 18888, 2855, 1543, 51312], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 51, "seek": 14082, "start": 159.76, "end": 162.57999999999998, "text": "那經過我這個方法之後呢,同樣的需求,", "tokens": [51312, 4184, 15145, 8816, 1654, 6287, 9249, 11148, 26362, 6240, 11, 13089, 6180, 1546, 32535, 32718, 11, 51453], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 52, "seek": 14082, "start": 162.57999999999998, "end": 164.88, "text": "我會先進入你的plan mode。", "tokens": [51453, 1654, 6236, 10108, 18214, 14028, 18961, 16554, 4391, 1543, 51568], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 53, "seek": 14082, "start": 164.88, "end": 167.44, "text": "或者告訴Clock,先不要做任何事情。", "tokens": [51568, 31148, 31080, 34, 4102, 11, 10108, 11962, 10907, 26443, 11906, 24675, 1543, 51696], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 54, "seek": 14082, "start": 167.44, "end": 169.5, "text": "給我五個不同的實作方案。", "tokens": [51696, 17798, 1654, 21001, 3338, 47123, 1546, 10376, 11914, 9249, 28899, 1543, 51799], "temperature": 0, "avg_logprob": -0.26824653980343843, "compression_ratio": 1.3658536585365855, "no_speech_prob": 1.9384506153019565e-11}, {"id": 55, "seek": 16950, "start": 169.5, "end": 171.3, "text": "我選一個,再開始。", "tokens": [50365, 1654, 21625, 8990, 11, 8623, 21017, 1543, 50455], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 56, "seek": 16950, "start": 171.3, "end": 173.34, "text": "那這時候呢,Clock Code就給你五個方向。", "tokens": [50455, 4184, 2664, 14010, 6240, 11, 34, 4102, 15549, 3111, 17798, 2166, 21001, 3338, 9249, 24282, 1543, 50557], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 57, "seek": 16950, "start": 173.34, "end": 175.9, "text": "然後你選了你最符合需求的那個。", "tokens": [50557, 10213, 2166, 21625, 2289, 2166, 8661, 5437, 99, 14245, 32535, 32718, 1546, 20754, 1543, 50685], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 58, "seek": 16950, "start": 175.9, "end": 177.94, "text": "那基本上你一次就可以做對了。", "tokens": [50685, 4184, 37946, 5708, 2166, 27505, 36781, 10907, 45839, 1543, 50787], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 59, "seek": 16950, "start": 177.94, "end": 180.5, "text": "那之中差別呢,不是Cloud的能力。", "tokens": [50787, 4184, 9574, 5975, 21679, 16158, 6240, 11, 7296, 32787, 1546, 8225, 13486, 1543, 50915], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 60, "seek": 16950, "start": 180.5, "end": 183.06, "text": "而是你有沒有先確認你的方向到底是什麼。", "tokens": [50915, 11070, 1541, 2166, 28350, 10108, 24293, 22041, 18961, 9249, 24282, 33883, 35851, 1543, 51043], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 61, "seek": 16950, "start": 183.06, "end": 186.14, "text": "你有沒有先確認你自己想要的東西到底是什麼。", "tokens": [51043, 2166, 28350, 10108, 24293, 22041, 2166, 17645, 7093, 4275, 1546, 26978, 33883, 35851, 1543, 51197], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 62, "seek": 16950, "start": 186.14, "end": 187.94, "text": "先想好之後呢,再去做試作。", "tokens": [51197, 10108, 7093, 2131, 26362, 6240, 11, 8623, 6734, 10907, 22099, 11914, 1543, 51287], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 63, "seek": 16950, "start": 187.94, "end": 188.96, "text": "這樣會比較好一點。", "tokens": [51287, 8377, 6236, 25174, 2131, 19202, 1543, 51338], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 64, "seek": 16950, "start": 188.96, "end": 192.28, "text": "OK,那基本上我每次都會用那個Mirror或是這個Axelidraw", "tokens": [51338, 9443, 11, 4184, 37946, 5708, 1654, 23664, 9487, 7182, 6236, 9254, 20754, 44, 347, 2874, 19780, 1541, 6287, 32, 87, 338, 327, 5131, 51504], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 65, "seek": 16950, "start": 192.28, "end": 195.1, "text": "去劃出我要的東西到底是什麼。", "tokens": [51504, 6734, 5087, 225, 7781, 32186, 1546, 26978, 33883, 35851, 1543, 51645], "temperature": 0, "avg_logprob": -0.2096539846858623, "compression_ratio": 1.446064139941691, "no_speech_prob": 2.4969575018740642e-11}, {"id": 66, "seek": 19510, "start": 195.1, "end": 198.94, "text": "那假設說我這邊有個AIOS,就是我之前做的一個System。", "tokens": [50365, 4184, 31706, 39035, 4622, 1654, 22821, 2412, 3338, 48698, 4367, 11, 5620, 1654, 32442, 10907, 1546, 8990, 50, 9321, 1543, 50557], "temperature": 0, "avg_logprob": -0.22495431058547077, "compression_ratio": 1.0765306122448979, "no_speech_prob": 2.100201436372462e-11}, {"id": 67, "seek": 19510, "start": 198.94, "end": 203.54, "text": "那這邊呢,我就會列出幾個不同的區塊或是種類。", "tokens": [50557, 4184, 22821, 6240, 11, 22020, 6236, 43338, 7781, 23575, 3338, 47123, 1546, 44526, 26268, 19780, 1541, 16516, 40092, 1543, 50787], "temperature": 0, "avg_logprob": -0.22495431058547077, "compression_ratio": 1.0765306122448979, "no_speech_prob": 2.100201436372462e-11}, {"id": 68, "seek": 19510, "start": 203.54, "end": 207.9, "text": "比如說這邊我的Agent,我的Memory,我的Productivity, Content Creation。", "tokens": [50787, 36757, 4622, 22821, 14200, 32, 6930, 11, 14200, 44, 443, 827, 11, 14200, 47, 2323, 349, 4253, 11, 30078, 42874, 1543, 51005], "temperature": 0, "avg_logprob": -0.22495431058547077, "compression_ratio": 1.0765306122448979, "no_speech_prob": 2.100201436372462e-11}, {"id": 69, "seek": 20790, "start": 207.9, "end": 211.22, "text": "那通常呢,我都會先去畫。", "tokens": [50365, 4184, 19550, 11279, 6240, 11, 1654, 7182, 6236, 10108, 6734, 43822, 1543, 50531], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 70, "seek": 20790, "start": 211.22, "end": 214.04000000000002, "text": "就是先寫出來,就是說這個東西是什麼。", "tokens": [50531, 5620, 10108, 4510, 104, 29741, 11, 26222, 6287, 26978, 35851, 1543, 50672], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 71, "seek": 20790, "start": 214.04000000000002, "end": 215.58, "text": "然後這個的功能是什麼。", "tokens": [50672, 10213, 6287, 1546, 32311, 8225, 35851, 1543, 50749], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 72, "seek": 20790, "start": 215.58, "end": 218.14000000000001, "text": "那等開發完成之後呢,我再把它用回綠色。", "tokens": [50749, 4184, 10187, 8949, 14637, 41509, 26362, 6240, 11, 1654, 8623, 42061, 9254, 8350, 9261, 254, 17673, 1543, 50877], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 73, "seek": 20790, "start": 218.14000000000001, "end": 221.98000000000002, "text": "就代表說,現在這個東西是可以運作的,可以使用的。", "tokens": [50877, 3111, 19105, 17571, 4622, 11, 12648, 6287, 26978, 1541, 6723, 32772, 11914, 1546, 11, 6723, 22982, 9254, 1546, 1543, 51069], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 74, "seek": 20790, "start": 221.98000000000002, "end": 225.56, "text": "那這個是我的一些PayPal,那你們也可以參考一下。", "tokens": [51069, 4184, 41427, 14200, 38515, 47, 320, 29141, 11, 4184, 19891, 47935, 47375, 26504, 8861, 1543, 51248], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 75, "seek": 20790, "start": 225.56, "end": 230.42000000000002, "text": "OK,那第三件事情呢,就是大型專案的時候呢,用Super Powers。", "tokens": [51248, 9443, 11, 4184, 35878, 49459, 6240, 11, 5620, 3582, 39823, 46072, 28899, 20643, 6240, 11, 9254, 30152, 47278, 1543, 51491], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 76, "seek": 20790, "start": 230.42000000000002, "end": 235.54000000000002, "text": "如果你在建一個是比較大的系統,請你記得,記得使用Super Powers的Skill。", "tokens": [51491, 13119, 41410, 34157, 8990, 1541, 25174, 39156, 25368, 33725, 11, 16302, 2166, 30872, 11, 30872, 22982, 9254, 30152, 47278, 1546, 50, 34213, 1543, 51747], "temperature": 0, "avg_logprob": -0.216647263114334, "compression_ratio": 1.3893805309734513, "no_speech_prob": 1.7692035336747125e-11}, {"id": 77, "seek": 23554, "start": 235.54, "end": 239.26, "text": "那更具體來說呢,就是使用BrainStorming的那個Skill。", "tokens": [50365, 4184, 19002, 39806, 23987, 36979, 6240, 11, 5620, 22982, 9254, 33, 7146, 4520, 687, 278, 1546, 20754, 50, 34213, 1543, 50551], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 78, "seek": 23554, "start": 239.26, "end": 244.7, "text": "當你一旦使用它的時候呢,Cloud Code不會再把你當成一個只是想做某件事情的使用者。", "tokens": [50551, 13118, 2166, 2257, 4479, 99, 22982, 9254, 11284, 20643, 6240, 11, 32787, 15549, 21121, 8623, 16075, 2166, 13118, 11336, 8990, 36859, 7093, 10907, 17238, 238, 49459, 1546, 22982, 9254, 12444, 1543, 50823], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 79, "seek": 23554, "start": 244.7, "end": 247.82, "text": "它會把你當開發者,一步一步問你細節。", "tokens": [50823, 11284, 6236, 16075, 2166, 13118, 8949, 14637, 12444, 11, 2257, 31429, 2257, 31429, 11361, 2166, 41588, 27694, 1543, 50979], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 80, "seek": 23554, "start": 247.82, "end": 252.18, "text": "你的目標是什麼,有什麼限制,需要哪些功能,整體教授怎麼規劃。", "tokens": [50979, 18961, 11386, 46299, 35851, 11, 2412, 7598, 43446, 25491, 11, 35748, 17028, 13824, 32311, 8225, 11, 27662, 23987, 21936, 6900, 230, 11614, 2888, 237, 5087, 225, 1543, 51197], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 81, "seek": 23554, "start": 252.18, "end": 258.38, "text": "這些問題清起很麻煩,但是它逼你把Mod的想法,做成清楚的一個Plan。", "tokens": [51197, 29869, 17197, 21784, 9147, 4563, 38999, 17867, 102, 11, 11189, 11284, 2215, 120, 2166, 16075, 44, 378, 1546, 7093, 11148, 11, 10907, 11336, 38433, 1546, 8990, 47, 8658, 1543, 51507], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 82, "seek": 23554, "start": 258.38, "end": 262.7, "text": "你的Plan越清楚,最後做出來的東西就越接近你真正想要的。", "tokens": [51507, 18961, 47, 8658, 25761, 38433, 11, 20578, 10907, 29741, 1546, 26978, 3111, 25761, 14468, 17463, 2166, 6303, 15789, 7093, 4275, 1546, 1543, 51723], "temperature": 0, "avg_logprob": -0.24993640591639169, "compression_ratio": 1.3057851239669422, "no_speech_prob": 1.7037093957839033e-11}, {"id": 83, "seek": 26270, "start": 262.7, "end": 269.09999999999997, "text": "那基本上你沒有這個的話呢,你可能花了兩個小時叫clock做,然後最後發現方向完全走偏了。", "tokens": [50365, 4184, 37946, 5708, 2166, 6963, 6287, 21358, 6240, 11, 2166, 16657, 20127, 2289, 34623, 46997, 19855, 9023, 10907, 11, 10213, 20578, 38927, 9249, 24282, 37100, 9575, 7437, 237, 2289, 1543, 50685], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 84, "seek": 26270, "start": 269.09999999999997, "end": 271.65999999999997, "text": "因為你一開始的指令就不夠清楚。", "tokens": [50685, 11471, 2166, 2257, 21017, 1546, 25922, 49061, 3111, 1960, 31649, 38433, 1543, 50813], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 85, "seek": 26270, "start": 271.65999999999997, "end": 277.3, "text": "那關於Super Powers的詳細介紹呢,我也有另外去做一支影片,那連結在上方,可以去點一下。", "tokens": [50813, 4184, 14899, 19488, 30152, 47278, 1546, 6716, 111, 41588, 30312, 38193, 6240, 11, 27761, 2412, 26202, 6734, 10907, 2257, 24400, 25373, 11, 4184, 36252, 17144, 3581, 5708, 9249, 11, 6723, 6734, 8216, 8861, 1543, 51095], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 86, "seek": 26270, "start": 277.3, "end": 280.74, "text": "OK,第四件事情,能用CLI就用CLI。", "tokens": [51095, 9443, 11, 7536, 19425, 49459, 11, 8225, 9254, 22458, 40, 3111, 9254, 22458, 40, 1543, 51267], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 87, "seek": 26270, "start": 280.74, "end": 284.34, "text": "不要用API,不要用NCP,我等一下會解釋為什麼。", "tokens": [51267, 11962, 9254, 4715, 40, 11, 11962, 9254, 45, 20049, 11, 1654, 24554, 6236, 17278, 5873, 233, 18987, 1543, 51447], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 88, "seek": 26270, "start": 284.34, "end": 292.5, "text": "API的問題呢,就是它會回傳大大的JSON、MetaDataStatus,什麼CodeHater,什麼Object,一大堆你用不到的東西。", "tokens": [51447, 4715, 40, 1546, 17197, 6240, 11, 5620, 11284, 6236, 8350, 40852, 3582, 39156, 41, 10388, 1231, 44, 7664, 35, 3274, 4520, 37926, 11, 7598, 34, 1429, 39, 771, 11, 7598, 45483, 1020, 11, 2257, 3582, 10726, 228, 2166, 9254, 35728, 1546, 26978, 1543, 51855], "temperature": 0, "avg_logprob": -0.2671187986810523, "compression_ratio": 1.2358722358722358, "no_speech_prob": 1.9263155306981083e-11}, {"id": 89, "seek": 29250, "start": 292.5, "end": 296.34, "text": "這些東西呢,看起來很OK啦,就是程式嘛。", "tokens": [50365, 29869, 26978, 6240, 11, 4200, 21670, 4563, 9443, 9724, 11, 5620, 29649, 27584, 20722, 1543, 50557], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 90, "seek": 29250, "start": 296.34, "end": 300.18, "text": "但是你不要忘記,它會把它全部塞進你的CodeCode的Context。", "tokens": [50557, 11189, 2166, 11962, 26677, 16958, 11, 11284, 6236, 42061, 38714, 13331, 252, 18214, 18961, 34, 1429, 34, 1429, 1546, 29821, 3828, 1543, 50749], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 91, "seek": 29250, "start": 300.18, "end": 302.9, "text": "塞進去就代表什麼?會浪費你的Token。", "tokens": [50749, 13331, 252, 18214, 6734, 3111, 19105, 17571, 7598, 30, 6236, 11038, 103, 50071, 18961, 51, 8406, 1543, 50885], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 92, "seek": 29250, "start": 302.9, "end": 306.34, "text": "另外CodeCode還要額外處理這些解析的邏輯。", "tokens": [50885, 26202, 34, 1429, 34, 1429, 7824, 4275, 10178, 235, 12022, 39289, 13876, 29869, 17278, 7360, 238, 1546, 3023, 237, 12290, 107, 1543, 51057], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 93, "seek": 29250, "start": 306.34, "end": 311.46, "text": "那MCP的問題呢,就是它雖然很強大,那就是一個插頭。", "tokens": [51057, 4184, 44, 20049, 1546, 17197, 6240, 11, 5620, 11284, 6306, 244, 5823, 4563, 22752, 3582, 11, 4184, 5620, 8990, 11673, 240, 19921, 1543, 51313], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 94, "seek": 29250, "start": 311.46, "end": 313.5, "text": "但是它真的Context很多。", "tokens": [51313, 11189, 11284, 8034, 29821, 3828, 20778, 1543, 51415], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 95, "seek": 29250, "start": 313.5, "end": 316.1, "text": "你每次呼叫背景資訊就一堆。", "tokens": [51415, 2166, 23664, 9487, 38718, 19855, 46329, 50218, 35380, 5396, 232, 3111, 2257, 10726, 228, 1543, 51545], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 96, "seek": 29250, "start": 316.1, "end": 318.98, "text": "Session越長,你的Context就越擁擠。", "tokens": [51545, 50, 4311, 25761, 15353, 11, 18961, 29821, 3828, 3111, 25761, 13167, 223, 162, 6646, 1543, 51689], "temperature": 0, "avg_logprob": -0.23307874605253145, "compression_ratio": 1.2821316614420062, "no_speech_prob": 1.8889860162185634e-11}, {"id": 97, "seek": 31898, "start": 318.98, "end": 323.70000000000005, "text": "最壞的需點就是,它每次必定會Load到你的CodeCode的Context裡面。", "tokens": [50365, 8661, 12829, 252, 1546, 32535, 8216, 5620, 11, 11284, 23664, 9487, 28531, 12088, 6236, 31645, 345, 4511, 18961, 34, 1429, 34, 1429, 1546, 29821, 3828, 32399, 1543, 50601], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 98, "seek": 31898, "start": 323.70000000000005, "end": 327.62, "text": "而CLI的輸出就是非常乾淨,你給一個指令,它會回傳量的結果。", "tokens": [50601, 11070, 22458, 40, 1546, 12290, 116, 7781, 5620, 14392, 39698, 14176, 101, 11, 2166, 17798, 8990, 25922, 49061, 11, 11284, 6236, 8350, 40852, 26748, 1546, 35181, 1543, 50797], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 99, "seek": 31898, "start": 327.62, "end": 328.66, "text": "不多不少。", "tokens": [50797, 33364, 1960, 15686, 1543, 50849], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 100, "seek": 31898, "start": 328.66, "end": 333.06, "text": "那這邊我舉個例子,假設你想用JAML來做一個查詢。", "tokens": [50849, 4184, 22821, 1654, 42828, 3338, 17797, 7626, 11, 31706, 39035, 38386, 9254, 41, 2865, 43, 3763, 10907, 8990, 42623, 6716, 95, 1543, 51069], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 101, "seek": 31898, "start": 333.06, "end": 335.86, "text": "通常你用API,你拿一個JSON Object。", "tokens": [51069, 19550, 11279, 2166, 9254, 4715, 40, 11, 2166, 24351, 8990, 41, 10388, 24753, 1543, 51209], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 102, "seek": 31898, "start": 335.86, "end": 340.74, "text": "但是呢,你要一層一層把東西全部拆開來,你才可以拿到你那個回答。", "tokens": [51209, 11189, 6240, 11, 32085, 2257, 9636, 97, 2257, 9636, 97, 16075, 26978, 38714, 6852, 228, 8949, 3763, 11, 2166, 18888, 6723, 24351, 4511, 2166, 20754, 8350, 28223, 1543, 51453], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 103, "seek": 31898, "start": 340.74, "end": 344.98, "text": "那如果你用JAML來CLI呢,你直接輸入問題,它就直接給你答案。", "tokens": [51453, 4184, 45669, 9254, 41, 2865, 43, 3763, 22458, 40, 6240, 11, 2166, 43297, 12290, 116, 14028, 17197, 11, 11284, 3111, 43297, 17798, 2166, 28223, 28899, 1543, 51665], "temperature": 0, "avg_logprob": -0.24942486460615948, "compression_ratio": 1.2939481268011528, "no_speech_prob": 1.5144446460779726e-11}, {"id": 104, "seek": 34498, "start": 344.98, "end": 349.70000000000005, "text": "OK,那這邊呢,我會這樣圖,就是API、MCP、CLI的差別。", "tokens": [50365, 9443, 11, 4184, 22821, 6240, 11, 1654, 6236, 8377, 2523, 244, 11, 5620, 4715, 40, 1231, 44, 20049, 1231, 22458, 40, 1546, 21679, 16158, 1543, 50601], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 105, "seek": 34498, "start": 349.70000000000005, "end": 353.70000000000005, "text": "那如果API的話,你可以看一下,就是,如果你出入一個Endpoint,", "tokens": [50601, 4184, 13119, 4715, 40, 21358, 11, 42766, 28324, 11, 5620, 11, 45669, 7781, 14028, 8990, 36952, 6053, 11, 50801], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 106, "seek": 34498, "start": 353.70000000000005, "end": 355.70000000000005, "text": "它會回傳這些檔案。", "tokens": [50801, 11284, 6236, 8350, 40852, 29869, 40741, 242, 28899, 1543, 50901], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 107, "seek": 34498, "start": 355.70000000000005, "end": 357.3, "text": "這些JSON的東西。", "tokens": [50901, 29869, 41, 10388, 1546, 26978, 1543, 50981], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 108, "seek": 34498, "start": 357.3, "end": 359.38, "text": "這每一個東西呢,都存在Token。", "tokens": [50981, 2664, 23664, 8990, 26978, 6240, 11, 7182, 39781, 3581, 51, 8406, 1543, 51085], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 109, "seek": 34498, "start": 359.38, "end": 361.70000000000005, "text": "基本上就是很浪費Token。", "tokens": [51085, 37946, 5708, 5620, 4563, 11038, 103, 50071, 51, 8406, 1543, 51201], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 110, "seek": 34498, "start": 361.70000000000005, "end": 363.70000000000005, "text": "但是,下一個NCP,它更扯。", "tokens": [51201, 11189, 11, 4438, 8990, 45, 20049, 11, 11284, 19002, 3416, 107, 1543, 51301], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 111, "seek": 34498, "start": 363.70000000000005, "end": 367.38, "text": "如果你在你的Cloud Code裡面打,寫線Context的話呢,", "tokens": [51301, 13119, 41410, 18961, 32787, 15549, 32399, 12467, 11, 4510, 104, 31699, 29821, 3828, 21358, 6240, 11, 51485], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 112, "seek": 34498, "start": 367.38, "end": 369.3, "text": "你會看到你的MCPTools。", "tokens": [51485, 2166, 6236, 18032, 18961, 44, 20049, 51, 29298, 1543, 51581], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 113, "seek": 34498, "start": 369.3, "end": 372.66, "text": "你還沒用呢,它就已經花你4300個Token。", "tokens": [51581, 2166, 7824, 4913, 9254, 6240, 11, 11284, 3111, 25338, 20127, 2166, 19, 12566, 3338, 51, 8406, 1543, 51749], "temperature": 0, "avg_logprob": -0.3001401852338742, "compression_ratio": 1.2827380952380953, "no_speech_prob": 1.740423777318867e-11}, {"id": 114, "seek": 37266, "start": 372.66, "end": 375.22, "text": "你根本就還沒開始做任務,它就已經花這麼多了。", "tokens": [50365, 2166, 31337, 8802, 3111, 7824, 4913, 21017, 10907, 26443, 39517, 11, 11284, 3111, 25338, 20127, 21269, 6392, 2289, 1543, 50493], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 115, "seek": 37266, "start": 375.22, "end": 379.14000000000004, "text": "那基本上,你那5小時的Session裡面,很快就被打到了。", "tokens": [50493, 4184, 37946, 5708, 11, 2166, 4184, 20, 46997, 1546, 50, 4311, 32399, 11, 4563, 10251, 3111, 23238, 12467, 21381, 1543, 50689], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 116, "seek": 37266, "start": 379.14000000000004, "end": 380.98, "text": "那現在呢,我們再來看CLI。", "tokens": [50689, 4184, 12648, 6240, 11, 5884, 35961, 4200, 22458, 40, 1543, 50781], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 117, "seek": 37266, "start": 380.98, "end": 386.82000000000005, "text": "CLI最大的好處就是,它的這些東西,什麼NCP Custom Command,什麼Context File,", "tokens": [50781, 22458, 40, 8661, 39156, 2131, 39289, 5620, 11, 45224, 29869, 26978, 11, 7598, 45, 20049, 16649, 17901, 11, 7598, 29821, 3828, 26196, 11, 51073], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 118, "seek": 37266, "start": 386.82000000000005, "end": 389.94000000000005, "text": "全部都是存放在它方的雲端主機。", "tokens": [51073, 38714, 22796, 39781, 12744, 3581, 11284, 9249, 1546, 6306, 110, 11957, 107, 13557, 17543, 1543, 51229], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 119, "seek": 37266, "start": 389.94000000000005, "end": 393.22, "text": "我們只要負責的就是呼叫指令,跟拿回結構。", "tokens": [51229, 5884, 14003, 4275, 11561, 254, 11561, 105, 1546, 5620, 38718, 19855, 25922, 49061, 11, 9678, 24351, 8350, 17144, 43362, 1543, 51393], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 120, "seek": 37266, "start": 393.22, "end": 394.74, "text": "就這樣,這樣就行了。", "tokens": [51393, 3111, 8377, 11, 8377, 3111, 46606, 1543, 51469], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 121, "seek": 37266, "start": 394.74, "end": 398.1, "text": "所以說,在這個Agent時代,CLI絕對是第一名。", "tokens": [51469, 7239, 4622, 11, 3581, 6287, 32, 6930, 6611, 19105, 11, 22458, 40, 6948, 243, 2855, 1541, 18049, 15940, 1543, 51637], "temperature": 0, "avg_logprob": -0.23217672385916804, "compression_ratio": 1.1961852861035422, "no_speech_prob": 1.3745971375045407e-11}, {"id": 122, "seek": 39810, "start": 398.1, "end": 401.78000000000003, "text": "然後API第二名,我覺得NCP算第三名。", "tokens": [50365, 10213, 4715, 40, 19693, 15940, 11, 17689, 45, 20049, 19497, 35878, 15940, 1543, 50549], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 123, "seek": 39810, "start": 401.78000000000003, "end": 405.94, "text": "那當然API跟NCP,你可以根據你自己的情況去做猜選。", "tokens": [50549, 4184, 21707, 4715, 40, 9678, 45, 20049, 11, 42766, 31337, 36841, 2166, 17645, 1546, 39391, 6734, 10907, 25266, 250, 21625, 1543, 50757], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 124, "seek": 39810, "start": 405.94, "end": 409.46000000000004, "text": "那假設說你的API只是想去使用某一個服務,", "tokens": [50757, 4184, 31706, 39035, 4622, 18961, 4715, 40, 36859, 7093, 6734, 22982, 9254, 17238, 238, 8990, 27408, 39517, 11, 50933], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 125, "seek": 39810, "start": 409.46000000000004, "end": 410.98, "text": "那就可以用API。", "tokens": [50933, 4184, 36781, 9254, 4715, 40, 1543, 51009], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 126, "seek": 39810, "start": 410.98, "end": 414.1, "text": "那假設呢,如果你想要去用一個服務,", "tokens": [51009, 4184, 31706, 39035, 6240, 11, 13119, 38386, 4275, 6734, 9254, 8990, 27408, 39517, 11, 51165], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 127, "seek": 39810, "start": 414.1, "end": 416.66, "text": "然後這個服務呢,你會用到裡面很多功能。", "tokens": [51165, 10213, 6287, 27408, 39517, 6240, 11, 2166, 6236, 9254, 4511, 32399, 20778, 32311, 8225, 1543, 51293], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 128, "seek": 39810, "start": 416.66, "end": 420.5, "text": "那它沒有NCP的話呢,你用NCP會比較方便一點。", "tokens": [51293, 4184, 11284, 6963, 45, 20049, 21358, 6240, 11, 2166, 9254, 45, 20049, 6236, 25174, 9249, 27364, 19202, 1543, 51485], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 129, "seek": 39810, "start": 420.5, "end": 423.54, "text": "OK,那最後一件事情呢,就是Cloud Code做開發。", "tokens": [51485, 9443, 11, 4184, 20578, 2257, 49459, 6240, 11, 5620, 32787, 15549, 10907, 8949, 14637, 1543, 51637], "temperature": 0, "avg_logprob": -0.2147627429685731, "compression_ratio": 1.3192182410423452, "no_speech_prob": 1.838061126913093e-11}, {"id": 130, "seek": 42354, "start": 423.54, "end": 425.54, "text": "Codex做Debug和更新。", "tokens": [50365, 34, 1429, 87, 10907, 11089, 44455, 12565, 19002, 12560, 1543, 50465], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 131, "seek": 42354, "start": 425.54, "end": 427.54, "text": "因為我現在的工作方式就是這樣。", "tokens": [50465, 11471, 1654, 12648, 1546, 41315, 9249, 27584, 5620, 8377, 1543, 50565], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 132, "seek": 42354, "start": 427.54, "end": 430.90000000000003, "text": "新功能的開發、架構設計,或是主要的Coding Work,", "tokens": [50565, 12560, 32311, 8225, 1546, 8949, 14637, 1231, 7360, 114, 43362, 39035, 30114, 11, 19780, 1541, 13557, 4275, 1546, 34, 8616, 6603, 11, 50733], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 133, "seek": 42354, "start": 430.90000000000003, "end": 433.06, "text": "我全部都在Cloud Code裡面做。", "tokens": [50733, 1654, 38714, 7182, 3581, 32787, 15549, 32399, 10907, 1543, 50841], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 134, "seek": 42354, "start": 433.06, "end": 435.38, "text": "因為Cloud Code裡面呢,我會使用Front-end Design,", "tokens": [50841, 11471, 32787, 15549, 32399, 6240, 11, 1654, 6236, 22982, 9254, 37, 10001, 12, 521, 12748, 11, 50957], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 135, "seek": 42354, "start": 435.38, "end": 438.18, "text": "或是Super Powers,這類的Skill。", "tokens": [50957, 19780, 1541, 30152, 47278, 11, 2664, 40092, 1546, 50, 34213, 1543, 51097], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 136, "seek": 42354, "start": 438.18, "end": 439.94, "text": "但是呢,當我在卡住的時候,", "tokens": [51097, 11189, 6240, 11, 13118, 40528, 32681, 21632, 20643, 11, 51185], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 137, "seek": 42354, "start": 439.94, "end": 441.70000000000005, "text": "我會說有bug,不知道怎麼解。", "tokens": [51185, 1654, 6236, 4622, 2412, 44455, 11, 17572, 11614, 17278, 1543, 51273], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 138, "seek": 42354, "start": 441.70000000000005, "end": 444.18, "text": "我只想對現有的code做更新和最佳化,", "tokens": [51273, 1654, 14003, 7093, 2855, 9581, 2412, 1546, 22332, 10907, 19002, 12560, 12565, 12827, 103, 23756, 11, 51397], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 139, "seek": 42354, "start": 444.18, "end": 446.42, "text": "這時候呢,我就會切到Codex。", "tokens": [51397, 2664, 14010, 6240, 11, 22020, 6236, 23632, 4511, 34, 1429, 87, 1543, 51509], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 140, "seek": 42354, "start": 446.42, "end": 449.38, "text": "因為Codex在Review和現有code,找問題,", "tokens": [51509, 11471, 34, 1429, 87, 3581, 8524, 1759, 12565, 9581, 2412, 22332, 11, 25085, 17197, 11, 51657], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 141, "seek": 42354, "start": 449.38, "end": 452.58000000000004, "text": "提出修改建議在這類任務上面呢,表現非常好。", "tokens": [51657, 20949, 7781, 7792, 106, 34490, 34157, 24686, 3581, 2664, 40092, 26443, 39517, 49750, 6240, 11, 17571, 9581, 14392, 2131, 1543, 51817], "temperature": 0, "avg_logprob": -0.22282147151167675, "compression_ratio": 1.3298969072164948, "no_speech_prob": 1.629034233896487e-11}, {"id": 142, "seek": 45258, "start": 452.58, "end": 454.9, "text": "它的思考方式呢,跟Cloud Code不一樣。", "tokens": [50365, 45224, 8870, 26504, 9249, 27584, 6240, 11, 9678, 32787, 15549, 1960, 22977, 1543, 50481], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 143, "seek": 45258, "start": 454.9, "end": 456.74, "text": "所以有時候Cloud Code繞不出去的問題,", "tokens": [50481, 7239, 2412, 14010, 32787, 15549, 23141, 252, 1960, 48973, 1546, 17197, 11, 50573], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 144, "seek": 45258, "start": 456.74, "end": 458.58, "text": "Codex,一下就找到了。", "tokens": [50573, 34, 1429, 87, 11, 8861, 3111, 25085, 21381, 1543, 50665], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 145, "seek": 45258, "start": 458.58, "end": 460.26, "text": "那這不是哪個比較好的問題,", "tokens": [50665, 4184, 2664, 7296, 17028, 3338, 25174, 20715, 17197, 11, 50749], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 146, "seek": 45258, "start": 460.26, "end": 462.26, "text": "只是兩個工具,不同的想像。", "tokens": [50749, 36859, 34623, 23323, 39806, 11, 47123, 1546, 7093, 12760, 1543, 50849], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 147, "seek": 45258, "start": 462.26, "end": 464.97999999999996, "text": "所以呢,你可以把它結合,這是沒問題的。", "tokens": [50849, 40685, 11, 42766, 42061, 17144, 14245, 11, 16600, 4913, 17197, 1546, 1543, 50985], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 148, "seek": 45258, "start": 464.97999999999996, "end": 466.9, "text": "那同時呢,我也要做一支影片,", "tokens": [50985, 4184, 13089, 6611, 6240, 11, 27761, 4275, 10907, 2257, 24400, 25373, 11, 51081], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 149, "seek": 45258, "start": 466.9, "end": 470.18, "text": "教你如何去把Cloud Code跟Codex兩者結合起來。", "tokens": [51081, 21936, 2166, 43526, 6734, 16075, 32787, 15549, 9678, 34, 1429, 87, 16313, 12444, 17144, 14245, 21670, 1543, 51245], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 150, "seek": 45258, "start": 470.18, "end": 473.21999999999997, "text": "那影片連結呢,我放在上方,你可以去檢視。", "tokens": [51245, 4184, 25373, 36252, 17144, 6240, 11, 1654, 12744, 3581, 5708, 9249, 11, 42766, 6734, 42623, 4200, 1543, 51397], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 151, "seek": 45258, "start": 473.21999999999997, "end": 475.62, "text": "OK,最後呢,我們來快速複習一下,", "tokens": [51397, 9443, 11, 20578, 6240, 11, 5884, 3763, 10251, 31217, 164, 97, 229, 34025, 8861, 11, 51517], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 152, "seek": 45258, "start": 475.62, "end": 477.46, "text": "今天的這五件事到底是什麼。", "tokens": [51517, 34947, 2664, 21001, 20485, 6973, 33883, 35851, 1543, 51609], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 153, "seek": 45258, "start": 477.46, "end": 480.26, "text": "你的Cloud.mt,加上你的Progress Loading的方式呢,", "tokens": [51609, 18961, 32787, 13, 42744, 11, 9990, 5708, 18961, 12681, 3091, 6130, 8166, 1546, 9249, 27584, 6240, 11, 51749], "temperature": 0, "avg_logprob": -0.2374671030852754, "compression_ratio": 1.422872340425532, "no_speech_prob": 1.5393915309136474e-11}, {"id": 154, "seek": 48026, "start": 480.26, "end": 482.58, "text": "會讓你的Cloud Code,整合大量的Token。", "tokens": [50365, 6236, 21195, 18961, 32787, 15549, 11, 26020, 11336, 3582, 26748, 1546, 51, 8406, 1543, 50481], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 155, "seek": 48026, "start": 482.58, "end": 486.58, "text": "第二,先搞清楚你要做什麼,再去執行。", "tokens": [50481, 19693, 11, 10108, 41816, 38433, 32085, 10907, 7598, 11, 8623, 6734, 16262, 115, 8082, 1543, 50681], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 156, "seek": 48026, "start": 486.58, "end": 488.5, "text": "你可以開你的Plan Mode,", "tokens": [50681, 42766, 8949, 18961, 47, 8658, 20500, 11, 50777], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 157, "seek": 48026, "start": 488.5, "end": 491.14, "text": "叫Cloud Code提出一個方案呢,再去執行。", "tokens": [50777, 19855, 32787, 15549, 20949, 7781, 8990, 9249, 28899, 6240, 11, 8623, 6734, 16262, 115, 8082, 1543, 50909], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 158, "seek": 48026, "start": 491.14, "end": 494.58, "text": "第三,當你要去開發一個複雜大型的任務的時候呢,", "tokens": [50909, 35878, 11, 13118, 32085, 6734, 8949, 14637, 8990, 164, 97, 229, 6306, 250, 3582, 39823, 1546, 26443, 39517, 20643, 6240, 11, 51081], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 159, "seek": 48026, "start": 494.58, "end": 496.58, "text": "使用Superpower Brainstorming的Skill。", "tokens": [51081, 22982, 9254, 30152, 9513, 4991, 13911, 687, 278, 1546, 50, 34213, 1543, 51181], "temperature": 0, "avg_logprob": -0.23725008723711727, "compression_ratio": 1.1428571428571428, "no_speech_prob": 2.102226205613622e-11}, {"id": 160, "seek": 49658, "start": 496.58, "end": 502.9, "text": "第四,使用Cli,Cli最能結成Token,而且最快。", "tokens": [50365, 7536, 19425, 11, 22982, 9254, 34, 2081, 11, 34, 2081, 8661, 8225, 17144, 11336, 51, 8406, 11, 22942, 8661, 10251, 1543, 50681], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 161, "seek": 49658, "start": 502.9, "end": 504.9, "text": "也完全沒有在你的Context Window。", "tokens": [50681, 6404, 37100, 6963, 3581, 18961, 29821, 3828, 44933, 1543, 50781], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 162, "seek": 49658, "start": 504.9, "end": 507.46, "text": "第六,Cloud Code加Codex分工開發。", "tokens": [50781, 7536, 30566, 11, 32787, 15549, 9990, 34, 1429, 87, 6627, 23323, 8949, 14637, 1543, 50909], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 163, "seek": 49658, "start": 507.46, "end": 512.5799999999999, "text": "Cloud Code來做開發,Codex來做CodeReview或是做Debug。", "tokens": [50909, 32787, 15549, 3763, 10907, 8949, 14637, 11, 34, 1429, 87, 3763, 10907, 34, 1429, 8524, 1759, 19780, 1541, 10907, 11089, 44455, 1543, 51165], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 164, "seek": 49658, "start": 512.5799999999999, "end": 515.46, "text": "今天這講的五件事情呢,其實都在指同一個方向。", "tokens": [51165, 12074, 2664, 11932, 1546, 21001, 49459, 6240, 11, 14139, 7182, 3581, 25922, 13089, 8990, 9249, 24282, 1543, 51309], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 165, "seek": 49658, "start": 515.46, "end": 518.5799999999999, "text": "你在用Cloud Code建的不只是一個單獨獨立的功能,", "tokens": [51309, 41410, 9254, 32787, 15549, 34157, 1546, 1960, 36859, 8990, 24227, 163, 18304, 163, 18304, 24409, 1546, 32311, 8225, 11, 51465], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 166, "seek": 49658, "start": 518.5799999999999, "end": 520.5799999999999, "text": "你在建的是一個AI的系統。", "tokens": [51465, 41410, 34157, 24620, 8990, 48698, 1546, 25368, 33725, 1543, 51565], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 167, "seek": 49658, "start": 520.5799999999999, "end": 522.5799999999999, "text": "這個系統只需要建立一次,", "tokens": [51565, 6287, 25368, 33725, 14003, 35748, 34157, 24409, 27505, 11, 51665], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 168, "seek": 49658, "start": 522.5799999999999, "end": 524.5799999999999, "text": "建好之後它就能幫你持續工作。", "tokens": [51665, 34157, 2131, 26362, 11284, 3111, 8225, 32187, 2166, 17694, 29583, 41315, 1543, 51765], "temperature": 0, "avg_logprob": -0.26146908810264186, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.6296458973941164e-11}, {"id": 169, "seek": 52458, "start": 524.58, "end": 527.58, "text": "你的任務呢,就只要回覆它,升級它,", "tokens": [50365, 18961, 26443, 39517, 6240, 11, 3111, 14003, 4275, 8350, 2888, 228, 11284, 11, 41670, 35315, 11284, 11, 50515], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 170, "seek": 52458, "start": 527.58, "end": 529.58, "text": "不用每次都從零開始。", "tokens": [50515, 24384, 23664, 9487, 7182, 21068, 6306, 114, 21017, 1543, 50615], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 171, "seek": 52458, "start": 529.58, "end": 532.58, "text": "那如果想知道怎麼從零建立這樣的AI的系統,", "tokens": [50615, 4184, 13119, 7093, 7758, 11614, 21068, 6306, 114, 34157, 24409, 39425, 48698, 1546, 25368, 33725, 11, 50765], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 172, "seek": 52458, "start": 532.58, "end": 534.58, "text": "我另外一支影片專門在講這件事情。", "tokens": [50765, 1654, 26202, 2257, 24400, 25373, 46072, 37232, 3581, 11932, 2664, 49459, 1543, 50865], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 173, "seek": 52458, "start": 534.58, "end": 537.58, "text": "點選在上方,你可以直接點進去看。", "tokens": [50865, 8216, 37813, 3581, 5708, 9249, 11, 42766, 43297, 8216, 18214, 6734, 4200, 1543, 51015], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 174, "seek": 52458, "start": 537.58, "end": 540.58, "text": "另外呢,我把今天所有的影片都整合成一份PDF,", "tokens": [51015, 26202, 6240, 11, 1654, 16075, 12074, 39300, 1546, 25373, 7182, 27662, 14245, 11336, 2257, 36266, 17349, 37, 11, 51165], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 175, "seek": 52458, "start": 540.58, "end": 541.58, "text": "讓你可以直接做參考。", "tokens": [51165, 21195, 42766, 43297, 10907, 47375, 26504, 1543, 51215], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 176, "seek": 52458, "start": 541.58, "end": 543.58, "text": "那要怎麼取得這份PDF呢?", "tokens": [51215, 4184, 4275, 11614, 29436, 5916, 2664, 36266, 17349, 37, 6240, 30, 51315], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 177, "seek": 52458, "start": 543.58, "end": 545.58, "text": "那你只需要加入我的免費Skill社群裡面。", "tokens": [51315, 4184, 2166, 14003, 35748, 43878, 14200, 2347, 235, 50071, 50, 34213, 27658, 7248, 97, 32399, 1543, 51415], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 178, "seek": 52458, "start": 545.58, "end": 548.58, "text": "然後進來之後呢,你只要點這個YouTube影片支援。", "tokens": [51415, 10213, 18214, 3763, 26362, 6240, 11, 2166, 14003, 4275, 8216, 6287, 3223, 41173, 25373, 24400, 11673, 112, 1543, 51565], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 179, "seek": 52458, "start": 548.58, "end": 551.58, "text": "搜尋今天影片的標題,比如說這個。", "tokens": [51565, 162, 14987, 1530, 233, 12074, 25373, 1546, 46299, 14475, 11, 36757, 4622, 6287, 1543, 51715], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 180, "seek": 52458, "start": 551.58, "end": 554.58, "text": "那你就會看到對應的PDF支援了。", "tokens": [51715, 4184, 41045, 6236, 18032, 2855, 20481, 1546, 17349, 37, 24400, 11673, 112, 2289, 1543, 51865], "temperature": 0, "avg_logprob": -0.16723319605777137, "compression_ratio": 1.3622828784119108, "no_speech_prob": 1.6560763177464466e-11}, {"id": 181, "seek": 55458, "start": 554.58, "end": 557.58, "text": "另外呢,我也會不定時的分享一些Cloud Code的技巧。", "tokens": [50365, 26202, 6240, 11, 27761, 6236, 1960, 12088, 6611, 1546, 30855, 38515, 32787, 15549, 1546, 32502, 43605, 1543, 50515], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 182, "seek": 55458, "start": 557.58, "end": 559.58, "text": "比如說如果會節省Token。", "tokens": [50515, 36757, 4622, 13119, 6236, 27694, 2862, 223, 51, 8406, 1543, 50615], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 183, "seek": 55458, "start": 559.58, "end": 560.58, "text": "那如果覺得效果還不錯的話呢,", "tokens": [50615, 4184, 13119, 11274, 43076, 9319, 7824, 30967, 21358, 6240, 11, 50665], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 184, "seek": 55458, "start": 560.58, "end": 562.58, "text": "我就會在另外做一支影片去做介紹。", "tokens": [50665, 22020, 6236, 3581, 26202, 10907, 2257, 24400, 25373, 6734, 10907, 30312, 38193, 1543, 50765], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 185, "seek": 55458, "start": 562.58, "end": 565.58, "text": "那另外呢,我也有在Classroom裡面,", "tokens": [50765, 4184, 26202, 6240, 11, 27761, 2412, 3581, 44621, 2861, 32399, 11, 50915], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 186, "seek": 55458, "start": 565.58, "end": 568.58, "text": "去教N8N還有商業應用案例。", "tokens": [50915, 6734, 21936, 45, 23, 45, 15569, 45581, 27119, 20481, 9254, 28899, 17797, 1543, 51065], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 187, "seek": 55458, "start": 568.58, "end": 570.58, "text": "以及說關於Cloud Code相關的資源呢,", "tokens": [51065, 40282, 4622, 14899, 19488, 32787, 15549, 15106, 14899, 1546, 35380, 47402, 6240, 11, 51165], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 188, "seek": 55458, "start": 570.58, "end": 571.58, "text": "我一併都放在這裡面。", "tokens": [51165, 1654, 2257, 1593, 113, 7182, 12744, 3581, 18771, 8833, 1543, 51215], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 189, "seek": 55458, "start": 571.58, "end": 573.58, "text": "那如果你有興趣加入的話呢,", "tokens": [51215, 4184, 13119, 43320, 44089, 39835, 43878, 21358, 6240, 11, 51315], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 190, "seek": 55458, "start": 573.58, "end": 575.58, "text": "錄取連結,我會放在影片下方。", "tokens": [51315, 9567, 226, 29436, 36252, 17144, 11, 1654, 6236, 12744, 3581, 25373, 4438, 9249, 1543, 51415], "temperature": 0, "avg_logprob": -0.2002503838337643, "compression_ratio": 1.3409090909090908, "no_speech_prob": 1.8427061959647162e-11}, {"id": 191, "seek": 57558, "start": 575.58, "end": 576.58, "text": "我們在裡面見。", "tokens": [50365, 5884, 3581, 32399, 10470, 1543, 50415], "temperature": 0, "avg_logprob": -0.15528065279910439, "compression_ratio": 1.1036269430051813, "no_speech_prob": 1.7919115843922917e-11}, {"id": 192, "seek": 57558, "start": 576.58, "end": 578.58, "text": "那如果今天這影片對你有幫助或是啟發呢,", "tokens": [50415, 4184, 13119, 12074, 2664, 25373, 2855, 43320, 32187, 37618, 19780, 1541, 3284, 253, 14637, 6240, 11, 50515], "temperature": 0, "avg_logprob": -0.15528065279910439, "compression_ratio": 1.1036269430051813, "no_speech_prob": 1.7919115843922917e-11}, {"id": 193, "seek": 57558, "start": 578.58, "end": 580.58, "text": "麻煩在下方影片留言點個讚。", "tokens": [50515, 38999, 17867, 102, 3581, 4438, 9249, 25373, 43681, 8216, 3338, 46274, 1543, 50615], "temperature": 0, "avg_logprob": -0.15528065279910439, "compression_ratio": 1.1036269430051813, "no_speech_prob": 1.7919115843922917e-11}, {"id": 194, "seek": 57558, "start": 580.58, "end": 583.58, "text": "那每週呢,我都會出Cloud Code和AI系統的使用內容。", "tokens": [50615, 4184, 23664, 38003, 6240, 11, 1654, 7182, 6236, 7781, 32787, 15549, 12565, 48698, 25368, 33725, 1546, 22982, 9254, 28472, 25750, 1543, 50765], "temperature": 0, "avg_logprob": -0.15528065279910439, "compression_ratio": 1.1036269430051813, "no_speech_prob": 1.7919115843922917e-11}, {"id": 195, "seek": 57558, "start": 583.58, "end": 585.58, "text": "我是Jer,我們下支影片見。", "tokens": [50765, 15914, 41, 260, 11, 5884, 4438, 24400, 25373, 10470, 1543, 50865], "temperature": 0, "avg_logprob": -0.15528065279910439, "compression_ratio": 1.1036269430051813, "no_speech_prob": 1.7919115843922917e-11}, {"id": 196, "seek": 58558, "start": 585.58, "end": 587.58, "text": "我們下支影片見。", "tokens": [50365, 5884, 4438, 24400, 25373, 10470, 1543, 50465], "temperature": 0, "avg_logprob": -0.17668851216634116, "compression_ratio": 0.6857142857142857, "no_speech_prob": 1.90377782982587e-11}], "language": "zh"}