[{"data":1,"prerenderedAt":847},["ShallowReactive",2],{"search-navigation":3,"\u002Ftw\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2":36,"\u002Ftw\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2-surround":280},[4,8,12,16,20,24,28,32],{"title":5,"path":6,"stem":7},"Solving AI Agent Skills Fragmentation with npx skills","\u002Farticle\u002Fcentralised-the-skills-for-agents","en\u002Farticle\u002Fcentralised-the-skills-for-agents",{"title":9,"path":10,"stem":11},"Stop Exposing Your Vault: Secure NodeWarden with Cloudflare","\u002Farticle\u002Fhow-to-secure-nodewarden-at-cloudflare","en\u002Farticle\u002Fhow-to-secure-nodewarden-at-cloudflare",{"title":13,"path":14,"stem":15},"How to Self-Host a BitWarden Compatible Password Vault","\u002Farticle\u002Fself-hosting-nodewarden-at-cloudflare","en\u002Farticle\u002Fself-hosting-nodewarden-at-cloudflare",{"title":17,"path":18,"stem":19},"Google Antigravity 2 Hands-On: Setup & First Impressions","\u002Farticle\u002Fsetup-antigravity-2","en\u002Farticle\u002Fsetup-antigravity-2",{"title":21,"path":22,"stem":23},"NetSuite AI Connector Guide: MCP Setup & Use Cases","\u002Farticle\u002Fsetup-netsuite-mcp-on-chatgpt-claude","en\u002Farticle\u002Fsetup-netsuite-mcp-on-chatgpt-claude",{"title":25,"path":26,"stem":27},"Testing Claude Fable 5: A Financial Analysis Review","\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis","en\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis",{"title":29,"path":30,"stem":31},"Guide to Browser and Scheduler in Antigravity 2","\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2","en\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2",{"title":33,"path":34,"stem":35},"Antigravity 2 in Action: AI Agents, Skills, and MCP","\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2","en\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2",{"id":37,"title":38,"author":39,"body":40,"category":39,"date":264,"description":265,"extension":266,"image":267,"imageAlt":268,"isPublished":111,"meta":269,"minRead":275,"navigation":111,"path":276,"seo":277,"stem":278,"__hash__":279},"article\u002Ftw\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2.md","Google Antigravity 2 自動化指南：深入掌握 Browser 與 Scheduler 核心指令",null,{"type":41,"value":42,"toc":258},"minimark",[43,60,65,70,80,95,101,104,116,120,123,130,137,148,151,157,168,178,189,204,214,224,227,233,236,247],[44,45,46,50,51,55,56,59],"p",{},[47,48,49],"strong",{},"Google Antigravity 2"," 中的 ",[52,53,54],"code",{},"\u002Fbrowser"," 和 ",[52,57,58],{},"\u002Fschedule"," 指令重新定義了我們與 AI 互動的方式。這兩個指令將 Antigravity 轉化為一個主動型自動化平台，使其能夠與即時網頁互動並運行週期性工作流。",[61,62,64],"h2",{"id":63},"browser-run","Browser Run",[44,66,67,69],{},[52,68,54],{}," 指令會強制使用 Chrome 瀏覽器來完成任務。在整個工作流中，用戶可以完全控制智能體何時以及如何訪問網頁。在此過程中，系統會自動截取螢幕截圖和影片片段。",[44,71,72,75],{},[47,73,74],{},"使用場景：",[76,77],"img",{"alt":78,"src":79},"使用 \u002Fbrowser 命令提交病假","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-command-sick-leave-prompt.webp",[44,81,82,83,87,91],{},"以下是智能體的輸出結果：\n",[76,84],{"alt":85,"src":86},"瀏覽器自動化子代理開始病假提交任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-subagent-delegation.webp",[76,88],{"alt":89,"src":90},"瀏覽器自動化工具設置具有遠端除錯和權限的Chrome","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-permissions-and-chrome-setup.webp",[76,92],{"alt":93,"src":94},"瀏覽器子代理在請求使用者憑證的登入頁面暫停","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-login-wall-encountered.webp",[44,96,97],{},[76,98],{"alt":99,"src":100},"瀏覽器子代理等待使用者完成登入流程","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-waiting-for-user-login.webp",[44,102,103],{},"Antigravity 能夠成功打開頁面並提交表單。當網頁需要登入時，智能體會耐心等待，直到您完成網站登入。",[44,105,106,112,113,115],{},[107,108],"video",{"alt":109,"src":110,"controls":111},"瀏覽器子代理執行病假提交流程的影片","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-sick-leave-process.webm",true,"\n當我們需要獲取網頁上最新的文件、查看變更日誌（changelog）、測試 Web 應用或檢查 API 狀態以完成特定任務時，",[52,114,54],{}," 指令將非常有用。",[61,117,119],{"id":118},"schedule-task","Schedule Task",[44,121,122],{},"Antigravity 2 內置了定時任務排程功能。我們將透過每 10 分鐘自動填寫一次工時表（timesheet）來對其進行測試。",[44,124,125,126],{},"點擊「Scheduled Tasks」（定時任務）：\n",[76,127],{"alt":128,"src":129},"側邊欄中的排程任務選單選項","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-menu-item.webp",[44,131,132,133],{},"點擊「+ New」按鈕創建一個新的定時任務：\n",[76,134],{"alt":135,"src":136},"帶有新增任務按鈕的空白排程任務視圖","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-empty-state-new-button.webp",[44,138,139,140,144],{},"填寫表單，並將任務排程設置為每 10 分鐘運行一次：\n",[76,141],{"alt":142,"src":143},"為自動填寫工時表而填寫的新排程任務表單","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-new-task-form.webp",[76,145],{"alt":146,"src":147},"排程任務列表中的有效自動工時表輸入任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-active-task-list.webp",[44,149,150],{},"任務雖然被觸發了，但最終運行出錯。",[44,152,153],{},[76,154],{"alt":155,"src":156},"指示未找到閃存層的可用模型的錯誤訊息","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-error-no-models.webp",[44,158,159,160,163,164,167],{},"我們曾嘗試將「env」環境變數添加到 ",[52,161,162],{},"sidecar.json"," 文件中（該文件位於 ",[52,165,166],{},".gemini\u002Fconfig\u002Fsidecars\u002Fauto-timesheet-entry","），但依然遇到相同的錯誤。",[169,170,175],"pre",{"className":171,"code":173,"language":174},[172],"language-text","    \"env\": {\n        \"GEMINI_MODEL\": \"gemini-3.5-flash\",\n        \"GOOGLE_CLOUD_PROJECT\": \"your-gcp-project-id\"\n    }\n","text",[52,176,173],{"__ignoreMap":177},"",[44,179,180,181,184,185,188],{},"檢查位於 ",[52,182,183],{},".gemini\u002Fantigravity\u002Fsidecar_data\u002F"," 的定時任務日誌，我們可以看到 ",[52,186,187],{},"[schedule] Triggering command: \"agentapi\" [new-conversation]","。",[44,190,191,192,199,200,203],{},"我們在 ",[193,194,198],"a",{"href":195,"rel":196},"https:\u002F\u002Fdiscuss.ai.google.dev\u002Ft\u002Fscheduled-tasks-in-antigravity-2-ended-with-errors\u002F168013",[197],"nofollow","Build with Google AI 技術論壇","上發布了该問題，得到的回覆建議是 ",[52,201,202],{},"agentapi"," 需要配置 API 金鑰。我們嘗試配置了 API 金鑰，但仍未能解決問題。",[44,205,206,207,209,210],{},"我們嘗試直接在對話框中運行 ",[52,208,58],{}," 指令。\n",[76,211],{"alt":212,"src":213},"使用 \u002Fschedule 命令來提示工時表自動化任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fschedule-command-timesheet-prompt.webp",[44,215,216,217,219,220],{},"使用 ",[52,218,58],{}," 指令排程的任务不會顯示在「Scheduled Tasks」選單欄中。\n",[76,221],{"alt":222,"src":223},"排程任務列表未顯示透過CLI命令建立的任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-list-missing-cli-task.webp",[44,225,226],{},"不過，cron 定時任務確實成功觸發了。",[44,228,229],{},[76,230],{"alt":231,"src":232},"Cron作業日誌確認已觸發","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fcron-job-triggered-log.webp",[61,234,235],{"id":235},"總結與思考",[44,237,238,239,55,241,243,244,246],{},"Antigravity 2 中的 ",[52,240,54],{},[52,242,58],{}," 指令並不是孤立的功能，將庫結合使用將釋放出極大的威力。例如，您可以排程一個智能體，讓其在每週一早上 6:00 自動運行 ",[52,245,54],{}," 瀏覽新聞與資訊網站，對資訊進行歸納提煉，並為您呈上一份詳盡的每日簡報。",[44,248,249,250,253,254,257],{},"在設計新的定時任務時，您還可以結合使用其他指令，例如 ",[52,251,252],{},"\u002Fgrill-me","（這在文章《",[193,255,256],{"href":34},"Antigravity 2 深度實戰：如何透過 AI 智能體、內置 Skill 與 MCP 打造全端應用","》中有所提及）。它會促使智能體主動向用戶提問以澄清模糊之處，並在最終確定方案前捕捉邊緣情況。",{"title":177,"searchDepth":259,"depth":259,"links":260},2,[261,262,263],{"id":63,"depth":259,"text":64},{"id":118,"depth":259,"text":119},{"id":235,"depth":259,"text":235},"2026-06-07","深入探索 Google Antigravity 2 的 \u002Fbrowser 與 \u002Fschedule 指令，實現即時網頁互動與定時任務的無縫 AI 自動化。","md","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002FTW-Use-Browser-and-Scheduler-in-Antigravity-2.webp","Google Antigravity 2：如何使用 Browser 與 Schedule 自動運行",{"schemaOrg":270,"robots":273,"sitemap":274},[271],{"@type":272,"headline":268,"description":265},"TechArticle","index, follow",{"lastmod":264},3,"\u002Ftw\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2",{"title":268,"description":265,"ogTitle":38,"ogDescription":265,"twitterTitle":38,"twitterDescription":265},"tw\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2","l9F0ub0hkYHUIPBZAsNQgJo3gnzffI6x9FBbTt_bpYs",[281,633],{"id":282,"title":256,"author":177,"body":283,"category":177,"date":621,"description":622,"extension":266,"image":623,"imageAlt":624,"isPublished":111,"meta":625,"minRead":275,"navigation":111,"path":629,"seo":630,"stem":631,"__hash__":632},"article\u002Ftw\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2.md",{"type":41,"value":284,"toc":611},[285,288,294,297,304,307,312,318,321,327,333,339,351,356,361,369,373,379,385,391,394,400,406,411,416,419,423,433,439,443,449,455,461,464,468,471,475,481,487,493,496,583,589,601,604,607],[44,286,287],{},"作為一款以智能體為核心（Agent-first）的桌面應用程式，Antigravity 2 能夠讓使用者編排協同多個子智能體，自動處理日常事務（例如從郵件與行事曆中生成每日簡報），或直接進行應用程式的建構、測試與部署。但在實際開發與應用中，它的表現究竟如何？",[44,289,290,291,188],{},"讓我們一起深入探索 Antigravity 2 的強大功能 —— 從內置命令、精選 Skill（技能）到能夠讓開發者搖身一變成為全端架構師的 Firebase Model Context Protocol (MCP) 伺服器整合。關於 Skill 和 MCP 伺服器的安裝與詳細設定，請參考這篇教學：",[193,292,293],{"href":18},"Google Antigravity 2 深度實測：手把手教你從零開始安裝設定與全新 AI 代理開箱心得",[61,295,296],{"id":296},"內置命令",[298,299,301],"h3",{"id":300},"goal",[52,302,303],{},"\u002Fgoal",[44,305,306],{},"透過此命令，您可以向智能體下達指令，使其持續運行直到特定任務完全結束。",[44,308,309],{},[47,310,311],{},"應用場景：",[44,313,314],{},[76,315],{"alt":316,"src":317},"使用 Antigravity 2 的 goal 指令建立 Textris 遊戲的提示詞","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-goal-command-prompt.webp",[44,319,320],{},"當我們請求動態子智能體時，系統會生成三個智能體協同配合來完成該任務。",[44,322,323],{},[76,324],{"alt":325,"src":326},"Antigravity 2 生成子代理以自主完成任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-spawning-subagents-1.webp",[44,328,329],{},[76,330],{"alt":331,"src":332},"Antigravity 2 子代理執行步驟的詳細進度","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-spawning-subagents-2.webp",[44,334,335],{},[76,336],{"alt":337,"src":338},"Antigravity 2 子代理完成自主任務","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-spawning-subagents-3.webp",[44,340,341,342,346,347],{},"若想試玩由智能體自動生成的 HTML 版 Textris（俄羅斯方塊）遊戲，請點擊此",[193,343,345],{"href":344},"\u002Ftextris","連結","：\n",[107,348],{"alt":349,"src":350,"controls":111},"AI generated Textris game in HTML","https:\u002F\u002Fpub-9791558bbefc4bb59834a03ae5c44137.r2.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fai-generated-textri-game-html.webm",[44,352,353,355],{},[52,354,303],{}," 命令會先制定詳盡的執行規劃，隨後按部就班地予以實施，並在每個階段即時向您匯報最新進展。此外，智能體還會自動優化與管理自身的上下文視窗，防止其超出 Token 限制。這極大程度地適用於需要多輪疊代、耗時較長的重大任務，例如效能優化或模組重構等。",[298,357,359],{"id":358},"grill-me",[52,360,252],{},[44,362,363,364,368],{},"此命令會觸發由 Matt Pocock 傾力打造的實用 Skill：",[193,365,358],{"href":366,"rel":367},"https:\u002F\u002Fgithub.com\u002Fmattpocock\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fproductivity\u002Fgrill-me\u002FSKILL.md",[197],"。它短小精悍卻無比強大，其核心邏輯在於從系統架構的多個維度對您進行「刨根問底式」的提問，以此釐清邊緣情況、對齊業務結構，並在開始程式碼實作前最終敲定執行方案。",[44,370,371],{},[47,372,311],{},[44,374,375],{},[76,376],{"alt":377,"src":378},"在 Antigravity 2 中觸發 Cloudflare 架構的 grill-me 指令","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-command-prompt.webp",[44,380,381],{},[76,382],{"alt":383,"src":384},"使用 grill-me 技能的互動式問答階段","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-interaction-1.webp",[44,386,387],{},[76,388],{"alt":389,"src":390},"釐清邊界情況並使用 grill-me 架構計劃","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-interaction-2.webp",[44,392,393],{},"它還完美支援多選互動：",[44,395,396],{},[76,397],{"alt":398,"src":399},"在 grill-me 過程中使用多選功能","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-multi-select-1.webp",[44,401,402],{},[76,403],{"alt":404,"src":405},"使用 grill-me 多選功能確定選擇","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-multi-select-2.webp",[44,407,408,410],{},[52,409,252],{}," 命令的表现令人嘆為觀止。它幾乎涵蓋了部署至 Cloudflare 時所需考慮的所有架構設計細節，極為適合應用軟體的架構規劃、跨領域的模組重構以及其他高度複雜的業務設計。",[298,412,413],{"id":177},[52,414,415],{},"@\u002F ",[44,417,418],{},"雖然此命令並未出現在公開的可用命令列表中，但在精細化管理上下文視窗時，它卻必不可少。它被用於向對話框中快速引入特定資料夾或檔案（非多媒體檔案）。",[61,420,422],{"id":421},"skills-技能","Skills (技能)",[44,424,425,426,429,430,188],{},"我們可以輸入 ",[52,427,428],{},"\u002F"," 來呼出快捷彈窗並选择特定 Skill。下面我們來測試 ",[52,431,432],{},"excalidraw-diagram",[44,434,435],{},[76,436],{"alt":437,"src":438},"從 Antigravity 彈出視窗中選擇 Excalidraw 圖表技能","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-skill-selection-excalidraw.webp",[44,440,441],{},[47,442,311],{},[44,444,445],{},[76,446],{"alt":447,"src":448},"提供產生 Excalidraw 圖表的指示","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-excalidraw-diagram-prompt.webp",[44,450,451],{},[76,452],{"alt":453,"src":454},"成功產生 Excalidraw 架構圖","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-excalidraw-diagram-generation.webp",[44,456,457],{},[76,458],{"alt":459,"src":460},"Antigravity architecture diagram","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-architecture.webp",[44,462,463],{},"在經歷了兩輪系統權限確認後，該 Skill 成功完成了圖表的繪製與輸出。",[61,465,467],{"id":466},"mcp-伺服器","MCP 伺服器",[44,469,470],{},"以往當智能體試圖建構後端服務時，您通常必須親自打開網頁主控台、建立資料庫、複製 API 金鑰再將其手動貼回設定中。而當直接在 Antigravity 中引入 MCP 伺服器後，智能体便擁有了直接操作雲端基礎設施的「雙手」。",[44,472,473],{},[47,474,311],{},[44,476,477],{},[76,478],{"alt":479,"src":480},"指示 MCP 伺服器建立 Firebase 網頁應用程式","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-mcp-server-firebase-prompt.webp",[44,482,483],{},[76,484],{"alt":485,"src":486},"Antigravity 使用 MCP 伺服器操作 Firebase 基礎架構","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-mcp-server-firebase-execution-1.webp",[44,488,489],{},[76,490],{"alt":491,"src":492},"透過 Antigravity MCP 伺服器成功建立 Firebase 應用程式","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-mcp-server-firebase-execution-2.webp",[44,494,495],{},"智能體成功透過 MCP 伺服器在 Firebase 中直接建立了 Web 應用。讓我們來看看相關的 GitHub 倉庫。",[169,497,501],{"className":498,"code":499,"language":500,"meta":177,"style":177},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","Create a new public GitHub repository called ‘to-do-app-techvoyage’. Then push all the current project files to it with the commit message ‘Initial commit — to-do-app’.\n","bash",[52,502,503],{"__ignoreMap":177},[504,505,508,512,516,519,522,525,528,531,534,537,540,543,546,549,552,555,558,561,564,566,569,572,575,577,580],"span",{"class":506,"line":507},"line",1,[504,509,511],{"class":510},"sBMFI","Create",[504,513,515],{"class":514},"sfazB"," a",[504,517,518],{"class":514}," new",[504,520,521],{"class":514}," public",[504,523,524],{"class":514}," GitHub",[504,526,527],{"class":514}," repository",[504,529,530],{"class":514}," called",[504,532,533],{"class":514}," ‘to-do-app-techvoyage’.",[504,535,536],{"class":514}," Then",[504,538,539],{"class":514}," push",[504,541,542],{"class":514}," all",[504,544,545],{"class":514}," the",[504,547,548],{"class":514}," current",[504,550,551],{"class":514}," project",[504,553,554],{"class":514}," files",[504,556,557],{"class":514}," to",[504,559,560],{"class":514}," it",[504,562,563],{"class":514}," with",[504,565,545],{"class":514},[504,567,568],{"class":514}," commit",[504,570,571],{"class":514}," message",[504,573,574],{"class":514}," ‘Initial",[504,576,568],{"class":514},[504,578,579],{"class":514}," —",[504,581,582],{"class":514}," to-do-app’.\n",[44,584,585],{},[76,586],{"alt":587,"src":588},"代理自動將專案檔案推送到新的 GitHub 儲存庫","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-github-repository-push.webp",[44,590,591,592,596,597,600],{},"您可以透過此",[193,593,345],{"href":594,"rel":595},"https:\u002F\u002Fgithub.com\u002FTech-Voyage-Dev\u002Fto-do-app-techvoyage",[197],"訪問 GitHub 上的 ",[52,598,599],{},"to-do-app-techvoyage"," 倉庫。",[61,602,603],{"id":603},"結語",[44,605,606],{},"儘管在 Gemini 3.5 Hack 的強大驅動下，Antigravity 2 中的 MCP 與 Skill 展現出了令人驚嘆的速度，但目前智能體的工作流仍面臨一些瓶頸，如頻繁的權限確認中斷，以及缺乏用於回退的版本控制檢查點等。在官方正式引入檢查點功能之前，養成頻繁進行 Git commit 的習慣依然是保障開發安全的唯一防線。",[608,609,610],"style",{},"html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":177,"searchDepth":259,"depth":259,"links":612},[613,618,619,620],{"id":296,"depth":259,"text":296,"children":614},[615,616,617],{"id":300,"depth":275,"text":303},{"id":358,"depth":275,"text":252},{"id":177,"depth":275,"text":415},{"id":421,"depth":259,"text":422},{"id":466,"depth":259,"text":467},{"id":603,"depth":259,"text":603},"2026-06-06","深入探索 Agent-first 桌面應用 Antigravity 2。學習如何協同 AI 子智能體、運用內置 Skill 並藉由 MCP 伺服器高效構建全端應用。","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002FTW-What-can-we-do-with-Antigravity-2.webp","Antigravity 2 教程：AI 智能體、Skill 與 MCP 伺服器實戰指南",{"schemaOrg":626,"robots":273,"sitemap":628},[627],{"@type":272,"headline":256,"description":622},{"lastmod":621},"\u002Ftw\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2",{"title":624,"description":622,"ogTitle":256,"ogDescription":622,"twitterTitle":256,"twitterDescription":622},"tw\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2","gfxoLpQGC-fDDgVt6XKYEMTYo0m_vvYHujJq1NdFalw",{"id":634,"title":635,"author":39,"body":636,"category":39,"date":830,"description":831,"extension":266,"image":832,"imageAlt":833,"isPublished":111,"meta":834,"minRead":842,"navigation":111,"path":843,"seo":844,"stem":845,"__hash__":846},"article\u002Ftw\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis.md","深度評測全新AI Claude Fable 5：高度複雜的企業財務與金融投資分析能力全面實測與深入對比",{"type":41,"value":637,"toc":828},[638,649,660,663,669,685,695,701,707,713,735,745,759,767,786,789,800,809,812,825],[44,639,640,641,644,645],{},"2026年6月9日，Anthropic 發布了 ",[47,642,643],{},"Claude Fable 5","，這是一款「神話級」（Mythos-Class）模型，在網路安全、知識提煉、化學和生物學等特定領域配備了更先進的安全防護機制。\n",[76,646],{"alt":647,"src":648},"Anthropic 官方發布 Claude Fable 5 智能體模型的公告與其核心安全能力介紹","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-launch-announcement.webp",[44,650,651,652,655,656],{},"Anthropic 官方公布的數據顯示，Fable 5 在多項關鍵基準測試中均領先於 Opus 4.8 和 GPT-5.5。特別是在評估知識工作能力的 ",[47,653,654],{},"GDPval-AA"," 測試中，它明顯領先於 Opus 4.8、GPT 5.5 以及 Gemini 3.1 Pro。\n",[76,657],{"alt":658,"src":659},"Claude Fable 5 在多項關鍵基準測試中的對比圖表，包含 GDPval-AA 知識工作評分","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-benchmarks-gdpval-aa.webp",[44,661,662],{},"根據 Claude 的自述：「Fable 5 在處理複雜的分析任務時展現出了強大的性能。」",[44,664,665],{},[76,666],{"alt":667,"src":668},"關於 Claude Fable 5 在處理高度複雜的分析任務時表現強勁的性能評測陳述","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-analytical-performance-statement.webp",[44,670,671,672,675,676,679,680,188],{},"為了測試 ",[47,673,674],{},"Fable 5"," 的實際水準，我們決定以投資研究為目的，使用「",[47,677,678],{},"comps-analysis","」（可比公司分析）技能對 SpaceX（Space Exploration Technologies Corporation）進行分析。該分析所用的 'skill.md' 檔案來源於 ",[193,681,684],{"href":682,"rel":683},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Ffinancial-services\u002Fblob\u002Fmain\u002Fplugins\u002Fagent-plugins\u002Fmarket-researcher\u002Fskills\u002Fcomps-analysis\u002FSKILL.md",[197],"Anthropic 官方的金融服務 GitHub 倉庫",[44,686,687,691],{},[76,688],{"alt":689,"src":690},"在 Claude 桌面聊天視窗中載入並調用 SpaceX 財務數據對比分析的技能介面","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fspacex-comps-analysis-skill-initiation.webp",[76,692],{"alt":693,"src":694},"Claude Fable 5 正在高效運行針對 SpaceX 與其同業公司的自動化財務比率計算","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fspacex-comps-analysis-running-progress.webp",[44,696,697],{},[76,698],{"alt":699,"src":700},"SpaceX 自動化金融可比公司 analysis 工作流的運行結果和終端輸出完成狀態","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fspacex-comps-analysis-skill-results-terminal.webp",[44,702,703,704,706],{},"整個任務耗時約 25 分鐘。期間，Claude 除了請求訪問外部網站的權限外，沒有提出任何需要澄清的問題。令人印象深刻的是，",[47,705,674],{}," 能夠完全自主地找到用於對比的同業競爭公司。",[44,708,709],{},[76,710],{"alt":711,"src":712},"Claude Fable 5 安全沙箱彈出詢問，請求允許訪問外部即時財經新聞和市場數據網站","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-external-site-access-permission.webp",[44,714,715,719,720,723,724,729,730,188],{},[76,716],{"alt":717,"src":718},"Claude Fable 5 憑藉網路搜索能力自主識別並匹配的 SpaceX 核心競爭對手公司列表","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-spacex-comps-excel-memo.webp","\n*",[47,721,722],{},"請注意："," 本評測僅用於研究與教學目的，不構成任何投資建議。實際生成的原始檔案可在此下載：Excel 表格 ",[193,725,728],{"href":726,"rel":727},"https:\u002F\u002Ftechvoyage.dev\u002FSpaceX_Comps_Analysis_2026-06-10.xlsx",[197],"SpaceX_Comps_Analysis_2026-06-10.xlsx"," 以及分析備忘錄 ",[193,731,734],{"href":732,"rel":733},"https:\u002F\u002Ftechvoyage.dev\u002FSpaceX_Comps_Memo_2026-06-10.pdf",[197],"SpaceX_Comps_Memo_2026-06-10.pdf",[44,736,737,738,741,742,744],{},"當我們使用 ",[47,739,740],{},"Qwen deep research","（千問深度搜索）測試相同的技能時，我們必須手動輸入對比的同業公司。並且在最終生成的數值上，Qwen 與 ",[47,743,674],{}," 相比存在輕微的差異。",[44,746,747,751,755],{},[76,748],{"alt":749,"src":750},"在阿里 Qwen deep research（深度搜索）介面中啟動針對 SpaceX 的商業估值對比分析","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fqwen-deep-research-spacex-comps-initiation.webp",[76,752],{"alt":753,"src":754},"在 Qwen 深度搜索中手動輸入匹配的同業公司名單以啟動 SpaceX 數據收集和對標分析","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fqwen-deep-research-spacex-comps-running.webp",[76,756],{"alt":757,"src":758},"由 Qwen deep research 自動生成的 SpaceX 企業對標和財務統計基準分析報告預覽","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fqwen-deep-research-spacex-comps-report-preview.webp",[44,760,761,762,188],{},"*由 Qwen 生成的報告可在此處下載：",[193,763,766],{"href":764,"rel":765},"https:\u002F\u002Ftechvoyage.dev\u002FThe_SpaceX_Comp_Analysis_A_Statistical_Benchmark_of_Growth_Efficiency_and_Valuation_Against_Public_Peers.pdf",[197],"The_SpaceX_Comp_Analysis_A_Statistical_Benchmark_of_Growth_Efficiency_and_Valuation_Against_Public_Peers.pdf",[44,768,769,770,773,774,777,778,782],{},"儘管 Claude 和 Qwen 的報告都是基於該技能中指定的相同方法生成的，但由於它們提取的數據源不同，數據依然存在偏差。例如，Claude Fable 5 使用了 ",[47,771,772],{},"Stock Analysis"," 網站，而 Qwen 則使用了美國證券交易委員會官網 ",[47,775,776],{},"SEC.gov","。\n",[76,779],{"alt":780,"src":781},"Claude Fable 5 引用並抓取自第三方 Stock Analysis 網站的即時財報底層數據","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-data-source-stock-analysis.webp",[76,783],{"alt":784,"src":785},"Qwen deep research 所採信並解析的美國證券交易委員會官網 SEC.gov 官方財務申報文件","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fqwen-deep-research-data-source-sec-gov.webp",[44,787,788],{},"此外，Qwen 生成的報告中包含更多關於 SpaceX 商業模式、資本結構和日常營運的詳細資訊。",[44,790,791,792,795,796],{},"在對比了兩份報告後，我們決定在 Claude 桌面應用中嘗試使用 ",[52,793,794],{},"\u002Fresearch"," 命令重新生成一份報告。\n",[76,797],{"alt":798,"src":799},"在 Claude 桌面用戶端中執行全新 research 深度研究指令以自動撰寫企業估值分析備忘錄","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-desktop-research-command-spacex.webp",[44,801,802,803,808],{},"新生成的分析報告 ",[193,804,807],{"href":805,"rel":806},"https:\u002F\u002Ftechvoyage.dev\u002FSpaceX_Analysis.pdf",[197],"SpaceX_Analysis.pdf"," 增加了額外的投資建議和注意事項（免責聲明）部分。但與 Qwen 的深度搜索報告相比，它依然缺乏關於公司具體日常營運和資本結構等層面的詳細企業背景資訊。",[44,810,811],{},"Fable 5 是否值得其昂貴的訂閱價格？如果是針對高難度、長週期的任務或自主程式碼編寫，它確實物有所值。然而對於某些知識型工作（如企業財務分析），它可能還不是性價比最高的選擇。",[44,813,814,815,817,818,777,821],{},"最後，我們測試了 ",[47,816,674],{}," 在翻譯任務中的表现。然而奇怪的是，該模型在翻譯時自動切回了 ",[47,819,820],{},"Opus 4.8",[76,822],{"alt":823,"src":824},"在調用大上下文長文本翻譯任務時，Claude 用戶端自動將模型從 Fable 5 切換回 Opus 4.8","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-translation-opus-switching.webp",[44,826,827],{},"這是否意味著所有涉及長上下文的轉換任務都會被強制退回到 Opus 4.8？這只是 6 月 22 日產品上線前的使用期內臨時出現的特殊狀況，還是系統本身足夠智能，能夠自動判斷翻譯任務並不需要如此強大的模型算力？",{"title":177,"searchDepth":259,"depth":259,"links":829},[],"2026-06-11","我們針對Anthropic最新發布的Claude Fable 5與Qwen Deep Research在SpaceX企業對比分析（Comps Analysis）等複雜金融財務分析任務中的表現進行了深度實測。本文將為您詳細評估和解答，這款備受矚目的高階大模型是否真的值得金融從業者與企业級用戶付費升級。","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002FTW-Testing-Claude-Fable-5-in-Financial-Analysis.webp","Claude Fable 5對比Qwen：AI企業財務分析能力實測",{"tags":835,"schemaOrg":839,"robots":273,"sitemap":841},[643,836,837,838],"財務分析","Qwen Deep Research","AI基準測試",[840],{"@type":272,"headline":635,"description":831},{"lastmod":830},15,"\u002Ftw\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis",{"title":833,"description":831,"ogTitle":635,"ogDescription":831,"twitterTitle":635,"twitterDescription":831},"tw\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis","x3qgdSb3_WhrvHSTQHcPCn9Ecsl2FJs_kcMZAZkUx5k",1781435128155]