[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-5-kimi-work-knowledge-worker-uses-zh":3,"article-related-5-kimi-work-knowledge-worker-uses-zh":32,"series-industry-10b5666c-cda7-4262-8299-35966e70f5fc":81},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":24,"views":28,"created_at":29,"published_at":30,"topic_cluster_id":31},"10b5666c-cda7-4262-8299-35966e70f5fc","5-kimi-work-knowledge-worker-uses-zh","5 個 Kimi Work 的知識工作用途","\u003Cp data-speakable=\"summary\">Kimi Work Beta 主要用來做研究、整理檔案、操作網頁，並把零散材料整理成長篇交付成果。\u003C\u002Fp>\u003Cp>如果你的工作常在筆記、檔案、\u003Ca href=\"\u002Fnews\u002Fwhy-libreoffice-browser-push-right-move-zh\">瀏覽器\u003C\u002Fa>分頁和報告之間來回切換，這份清單可以幫你判斷：Kimi Work Beta 到底能不能接手你最耗時的 5 種任務。它的 Beta 版本已經支援單一任務最多 300 個子代理，代表它不只是回答問題，而是能把複雜工作拆開來做。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>主要用途\u003C\u002Fth>\u003Cth>關鍵規格\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>1. 研究與策略\u003C\u002Ftd>\u003Ctd>把開放式問題整理成可執行的調查流程\u003C\u002Ftd>\u003Ctd>可把研究結果做成自訂 Skill\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>2. 資料清理與圖表\u003C\u002Ftd>\u003Ctd>處理本機資料集並產出視覺化\u003C\u002Ftd>\u003Ctd>適合研究與論文前處理\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>3. 瀏覽器工作\u003C\u002Ftd>\u003Ctd>透過 Kimi WebBridge 操作網站\u003C\u002Ftd>\u003Ctd>可登入並查看訂閱制儀表板\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>4. 長篇交付成果\u003C\u002Ftd>\u003Ctd>撰寫報告、簡報與客戶文件\u003C\u002Ftd>\u003Ctd>示例輸出可達 128 頁\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>5. 多代理執行\u003C\u002Ftd>\u003Ctd>把工作拆給多個子代理並行處理\u003C\u002Ftd>\u003Ctd>最多支援 300 個子代理\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. 研究與策略\u003C\u002Fh2>\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.kimi.com\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">Kimi Work\u003C\u002Fa> 最先派\u003Ca href=\"\u002Fnews\u002F5-reasons-to-use-endive-on-the-jvm-zh\">上用\u003C\u002Fa>場的地方，就是把一個模糊問題變成可追蹤的研究流程。像是要查某家公司近十年的持股變化、整理產業趨勢，或比較不同來源的說法，它可以先蒐集資料，再把重點歸納成結論。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780672682418-nt11.png\" alt=\"5 個 Kimi Work 的知識工作用途\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>更實用的是，它不只停在摘要，還能把研究結果整理成可重複使用的 Skill。這代表你下次遇到類似題目時，不必從頭開始，而是直接沿用同一套研究框架。\u003C\u002Fp>\u003Cul>\u003Cli>從零開始蒐集資料\u003C\u002Fli>\u003Cli>整理觀點與決策規則\u003C\u002Fli>\u003Cli>把研究成果做成 Skill\u003C\u002Fli>\u003Cli>在新資料上重複使用\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. 資料清理與圖表\u003C\u002Fh2>\u003Cp>對研究人員和分析師來說，Kimi Work 也能處理本機資料，例如 CSV、試算表或實驗輸出，先做清理，再抓出關鍵模式，最後轉成圖表。這種流程很適合論文前處理、內部簡報或市場分析。\u003C\u002Fp>\u003Cp>它的價值不在於炫技，而是在於省掉最煩的中段工序。你把原始檔案丟進去，它就能幫你把資料整理成可直接拿去寫報告的形式，減少手動轉檔和重複檢查。\u003C\u002Fp>\u003Cul>\u003Cli>清理 CSV 或試算表資料\u003C\u002Fli>\u003Cli>摘要欄位趨勢與特徵\u003C\u002Fli>\u003Cli>產出學術或簡報用圖表\u003C\u002Fli>\u003Cli>支援論文與報告草稿\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>3. 瀏覽器工作\u003C\u002Fh2>\u003Cp>透過 Kimi WebBridge，Kimi Work 可以像真人一樣在瀏覽器裡操作網站，而不是只靠單純的 \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa> 呼叫。這讓它能進網站、看登入後的儀表板，甚至從一般\u003Ca href=\"\u002Fnews\u002F5-parts-of-caspers-ai-toolkit-for-builders-zh\">工具\u003C\u002Fa>抓取資訊。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780672680811-iszh.png\" alt=\"5 個 Kimi Work 的知識工作用途\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這點對辦公室工作特別重要，因為很多資料其實都藏在分頁、後台和訂閱服務裡。若你的日常工作常需要查網站、進管理介面或比對市場資料，瀏覽器控制可以省掉大量複製貼上。\u003C\u002Fp>\u003Ccode>流程範例：開啟瀏覽器 -> 登入 -> 查看儀表板 -> 擷取重點 -> 整理進報告\u003C\u002Fcode>\u003Ch2>4. 長篇交付成果\u003C\u002Fh2>\u003Cp>如果你的工作最後要交的是報告、簡報或客戶文件，Kimi Work 的定位就很明確了。它可以把本機檔案、網路研究和特定 Skill 組合起來，直接生成長篇交付內容。範例中甚至出現了 128 頁的市場分析報告，再延伸成簡報。\u003C\u002Fp>\u003Cp>這讓它特別適合需要「成品」而不是「答案」的團隊。像是提案書、內部簡報、研究摘要、客戶提案或策略備忘錄，都是它比較對味的輸出型態。\u003C\u002Fp>\u003Cul>\u003Cli>市場研究報告\u003C\u002Fli>\u003Cli>客戶簡報\u003C\u002Fli>\u003Cli>提案草稿\u003C\u002Fli>\u003Cli>文件轉簡報\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. 多代理執行\u003C\u002Fh2>\u003Cp>Kimi Work 最有辨識度的地方，是它的多代理設計。Beta 版可以在單一任務裡建立最多 300 個子代理，代表它能把大型工作切成多條平行路徑，而不是一條線慢慢跑完。\u003C\u002Fp>\u003Cp>這種架構特別適合有很多分支的任務：一個代理找資料，一個代理核對數據，一個代理整理格式，另一個代理負責拼裝最後版本。對長時間工作來說，這種拆分方式比單一助理更像真正的團隊協作。\u003C\u002Fp>\u003Cul>\u003Cli>任務拆解\u003C\u002Fli>\u003Cli>平行執行\u003C\u002Fli>\u003Cli>多步驟工具呼叫\u003C\u002Fli>\u003Cli>長時間工作流程\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>怎麼挑\u003C\u002Fh2>\u003Cp>如果你的工作核心是研究、檔案整理、網頁查找和文件組裝，Kimi Work Beta 很值得試。它最適合想把原始資料一路推到報告或簡報成品的人，尤其是那些不想在多個工具之間來回搬資料的知識工作者。\u003C\u002Fp>\u003Cp>如果你主要需要寫程式，Kimi Code 會更接近你的需求；如果你想找的是一個通用型桌面代理，特別重視瀏覽器操作和多步驟交付，那就先從 Kimi Work Beta 開始。\u003C\u002Fp>","5 種 Kimi Work Beta 用法一次看懂：研究、清理資料、瀏覽器操作、長篇交付與多代理執行，幫你判斷是否適合日常知識工作。","zhuanlan.zhihu.com","https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F2045607946923647034",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780672682418-nt11.png","industry","zh","0deb09d2-361d-4c12-a7a1-9053911ac065",[17,18,19,20,21,22,23],"Kimi Work","知識工作","研究分析","資料清理","瀏覽器操作","長篇報告","多代理",[25,26,27],"Kimi Work Beta 適合把研究、整理與交付串成一條工作流程。","它的 300 個子代理與 128 頁輸出，說明它能處理大型任務。","最適合需要報告、簡報與網頁操作的知識工作者。",0,"2026-06-05T15:17:34.260098+00:00","2026-06-05T15:17:34.251+00:00","412ae3ff-de63-415d-ba75-ebd6666afa6c",{"tags":33,"relatedLang":40,"relatedPosts":44},[34,35,36,37,38],{"name":20,"slug":20},{"name":21,"slug":21},{"name":18,"slug":18},{"name":19,"slug":19},{"name":17,"slug":39},"kimi-work",{"id":15,"slug":41,"title":42,"language":43},"5-ways-kimi-work-helps-knowledge-workers-en","5 ways Kimi Work helps knowledge workers","en",[45,51,57,63,69,75],{"id":46,"slug":47,"title":48,"cover_image":49,"image_url":49,"created_at":50,"category":13},"7ce37f8e-e690-4543-82d8-3968ba46440f","5-things-to-know-about-ppsspp-web-zh","5 個關於 PPSSPP-Web 的重點","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780676275716-7ulr.png","2026-06-05T16:17:29.190685+00:00",{"id":52,"slug":53,"title":54,"cover_image":55,"image_url":55,"created_at":56,"category":13},"d0041096-f433-437c-997e-229d83e33425","zhihu-users-map-out-2024-family-work-travel-zh","知乎 2024 願望清單：家人、工作、旅行","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780674482050-nfr9.png","2026-06-05T15:47:27.336911+00:00",{"id":58,"slug":59,"title":60,"cover_image":61,"image_url":61,"created_at":62,"category":13},"bc642279-2934-4055-ad18-2b817a2d763e","5-reasons-to-use-endive-on-the-jvm-zh","5 個在 JVM 上用 Endive 的理由","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780670871318-54cx.png","2026-06-05T14:47:21.999279+00:00",{"id":64,"slug":65,"title":66,"cover_image":67,"image_url":67,"created_at":68,"category":13},"430ab2d6-fd4c-4db7-9890-39c6b4dd2f13","why-libreoffice-browser-push-right-move-zh","為什麼 LibreOffice 走向瀏覽器是對的","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780669983968-j1y3.png","2026-06-05T14:32:23.661537+00:00",{"id":70,"slug":71,"title":72,"cover_image":73,"image_url":73,"created_at":74,"category":13},"1c942285-7697-4530-abe0-0a3f029fcf9e","5-parts-of-caspers-ai-toolkit-for-builders-zh","5 個 Casper AI 工具組件","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780669118702-a5yi.png","2026-06-05T14:17:38.404977+00:00",{"id":76,"slug":77,"title":78,"cover_image":79,"image_url":79,"created_at":80,"category":13},"2097d5e7-2e4e-42e1-ae49-1244e54f90ac","ai-slop-flooding-music-streaming-apps-zh","AI 假歌灌爆串流平台","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780665488144-6pa0.png","2026-06-05T13:17:35.420987+00:00",[82,87,92,97,102,107,112,117,122,127],{"id":83,"slug":84,"title":85,"created_at":86},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":88,"slug":89,"title":90,"created_at":91},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":93,"slug":94,"title":95,"created_at":96},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":98,"slug":99,"title":100,"created_at":101},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":103,"slug":104,"title":105,"created_at":106},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":108,"slug":109,"title":110,"created_at":111},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":113,"slug":114,"title":115,"created_at":116},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":118,"slug":119,"title":120,"created_at":121},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":123,"slug":124,"title":125,"created_at":126},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 Mistral AI 賣主權 AI","2026-03-26T07:38:14.818906+00:00",{"id":128,"slug":129,"title":130,"created_at":131},"191d9b1b-768a-478c-978c-dd7431a38149","mistral-ai-faces-its-hardest-year-yet-zh","Mistral AI 迎來最硬的一年","2026-03-26T07:40:23.716374+00:00"]