[{"data":1,"prerenderedAt":847},["ShallowReactive",2],{"search-navigation":3,"\u002Fzh\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2":36,"\u002Fzh\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\u002Fzh\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2.md","Google Antigravity 2 自动化指南：深入掌握 Browser 与 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"," 指令重新定义了我们与 AI 交互的方式。这两个指令将 Antigravity 转化为一个主动型自动化平台，使其能够与实时网页交互并运行周期性工作流。",[61,62,64],"h2",{"id":63},"browser-run","Browser Run",[44,66,67,69],{},[52,68,54],{}," 指令会强制使用 Chrome 浏览器来完成任务。在整个工作流中，用户可以完全控制智能体何时以及如何访问网页。在此过程中，系统会自动截取屏幕截图和视频片段。",[44,71,72,75],{},[47,73,74],{},"使用场景：",[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],{},"以下是智能体的输出结果：\n",[76,84],{"alt":85,"src":86},"浏览器自动化子代理开始病假提交任务","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-subagent-delegation.webp",[76,88],{"alt":89,"src":90},"浏览器自动化工具设置具有远程调试和权限的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},"浏览器子代理在请求用户凭据的登录页面暂停","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},"浏览器子代理等待用户完成登录流程","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-waiting-for-user-login.webp",[44,102,103],{},"Antigravity 能够成功打开页面并提交表单。当网页需要登录时，智能体会耐心等待，直到您完成网站登录。",[44,105,106,112,113,115],{},[107,108],"video",{"alt":109,"src":110,"controls":111},"浏览器子代理执行病假提交流程的视频","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fbrowser-automation-sick-leave-process.webm",true,"\n当我们需要获取网页上最新的文档、查看变更日志（changelog）、测试 Web 应用或检查 API 状态以完成特定任务时，",[52,114,54],{}," 指令将非常有用。",[61,117,119],{"id":118},"schedule-task","Schedule Task",[44,121,122],{},"Antigravity 2 内置了定时任务调度功能。我们将通过每 10 分钟自动填写一次工时表（timesheet）来对其进行测试。",[44,124,125,126],{},"点击“Scheduled Tasks”（定时任务）：\n",[76,127],{"alt":128,"src":129},"侧边栏中的计划任务菜单选项","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-menu-item.webp",[44,131,132,133],{},"点击“+ New”按钮创建一个新的定时任务：\n",[76,134],{"alt":135,"src":136},"带有新建任务按钮的空白计划任务视图","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],{},"填写表单，并将任务调度设置为每 10 分钟运行一次：\n",[76,141],{"alt":142,"src":143},"为自动填写时间表而填写的新计划任务表单","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},"计划任务列表中的活动自动时间表输入任务","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-active-task-list.webp",[44,149,150],{},"任务虽然被触发了，但最终运行出错。",[44,152,153],{},[76,154],{"alt":155,"src":156},"指示未找到闪存层的可用模型的错误消息","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],{},"我们曾尝试将“env”环境变量添加到 ",[52,161,162],{},"sidecar.json"," 文件中（该文件位于 ",[52,165,166],{},".gemini\u002Fconfig\u002Fsidecars\u002Fauto-timesheet-entry","），但依然遇到相同的错误。",[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],{},"检查位于 ",[52,182,183],{},".gemini\u002Fantigravity\u002Fsidecar_data\u002F"," 的定时任务日志，我们可以看到 ",[52,186,187],{},"[schedule] Triggering command: \"agentapi\" [new-conversation]","。",[44,190,191,192,199,200,203],{},"我们在 ",[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 技术论坛","上发布了该问题，得到的回复建议是 ",[52,201,202],{},"agentapi"," 需要配置 API 密钥。我们尝试配置了 API 密钥，但仍未能解决问题。",[44,205,206,207,209,210],{},"我们尝试直接在对话框中运行 ",[52,208,58],{}," 指令。\n",[76,211],{"alt":212,"src":213},"使用 \u002Fschedule 命令来提示时间表自动化任务","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],{}," 指令调度的任务不会显示在“Scheduled Tasks”菜单栏中。\n",[76,221],{"alt":222,"src":223},"计划任务列表未显示通过CLI命令创建的任务","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fscheduled-tasks-list-missing-cli-task.webp",[44,225,226],{},"不过，cron 定时任务确实成功触发了。",[44,228,229],{},[76,230],{"alt":231,"src":232},"Cron作业日志确认已触发","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002Fcron-job-triggered-log.webp",[61,234,235],{"id":235},"总结与思考",[44,237,238,239,55,241,243,244,246],{},"Antigravity 2 中的 ",[52,240,54],{},[52,242,58],{}," 指令并不是孤立的功能，将它们结合使用将释放出极大的威力。例如，您可以调度一个智能体，让其在每周一早上 6:00 自动运行 ",[52,245,54],{}," 浏览新闻与资讯网站，对信息进行归纳提炼，并为您呈上一份详尽的每日简报。",[44,248,249,250,253,254,257],{},"在设计新的定时任务时，您还可以结合使用其他指令，例如 ",[52,251,252],{},"\u002Fgrill-me","（这在文章《",[193,255,256],{"href":34},"Antigravity 2 深度实战：如何通过 AI 智能体、内置 Skill 与 MCP 打造全栈应用","》中有所提及）。它会促使智能体主动向用户提问以澄清模糊之处，并在最终确定方案前捕捉边缘情况。",{"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 与 \u002Fschedule 指令，实现实时网页交互与定时任务的无缝 AI 自动化。","md","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FUse%20Browser%20and%20Scheduler%20in%20Antigravity%202\u002FZH-Use-Browser-and-Scheduler-in-Antigravity-2.webp","Google Antigravity 2：如何使用 Browser 与 Schedule 自动运行",{"schemaOrg":270,"robots":273,"sitemap":274},[271],{"@type":272,"headline":268,"description":265},"TechArticle","index, follow",{"lastmod":264},3,"\u002Fzh\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2",{"title":268,"description":265,"ogTitle":38,"ogDescription":265,"twitterTitle":38,"twitterDescription":265},"zh\u002Farticle\u002Fuse-browser-and-scheduler-in-antigravity-2","d-24DHIQsHPKfxISPSoYB5EyQ0-O0hK9GJFOcip5TIg",[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\u002Fzh\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],{},"作为一款以智能体为核心（Agent-first）的桌面应用程序，Antigravity 2 能够让用户编排协同多个子智能体，自动处理日常事务（例如从邮件 and 日历中生成每日简报），或直接进行应用程序的构建、测试与部署。但在实际开发与应用中，它的表现究竟如何？",[44,289,290,291,188],{},"让我们一起深入探索 Antigravity 2 的强大功能 —— 从内置命令、精选 Skill（技能）到能够让开发者摇身一变成为全栈架构师的 Firebase Model Context Protocol (MCP) 服务器集成。关于 Skill 和 MCP 服务器的安装与详细配置，请参考这篇教程：",[193,292,293],{"href":18},"Google Antigravity 2 深度实测：手把手教你从零开始部署 AI 智能体与首发体验测评",[61,295,296],{"id":296},"内置命令",[298,299,301],"h3",{"id":300},"goal",[52,302,303],{},"\u002Fgoal",[44,305,306],{},"通过此命令，你可以向智能体下达指令，使其持续运行直到特定任务完全结束。",[44,308,309],{},[47,310,311],{},"应用场景：",[44,313,314],{},[76,315],{"alt":316,"src":317},"使用 Antigravity 2 的 goal 指令创建 Textris 游戏的提示词","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-goal-command-prompt.webp",[44,319,320],{},"当我们请求动态子智能体时，系统会生成三个智能体协同配合来完成该任务。",[44,322,323],{},[76,324],{"alt":325,"src":326},"Antigravity 2 生成子代理以自主完成任务","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 子代理执行步骤的详细进度","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 子代理完成自主任务","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-spawning-subagents-3.webp",[44,340,341,342,346,347],{},"若想试玩由智能体自动生成的 HTML 版 Textris（俄罗斯方块）游戏，请点击此",[193,343,345],{"href":344},"\u002Ftextris","链接","：\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],{}," 命令会先制定详尽的执行规划，随后按部就班地予以实施，并在每个阶段实时向你汇报最新进展。此外，智能体还会自动优化与管理自身的上下文窗口，防止其超出 Token 限制。这极大地适用于需要多轮迭代、耗时较长的重头任务，例如性能优化或模块重构等。",[298,357,359],{"id":358},"grill-me",[52,360,252],{},[44,362,363,364,368],{},"此命令会触发由 Matt Pocock 倾力打造的实用 Skill：",[193,365,358],{"href":366,"rel":367},"https:\u002F\u002Fgithub.com\u002Fmattpocock\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fproductivity\u002Fgrill-me\u002FSKILL.md",[197],"。它短小精悍却无比强大，其核心逻辑在于从系统架构的多个维度对你进行“刨根问底式”的提问，以此理清边缘情况、对齐业务结构，并在开始代码实现前最终敲定执行方案。",[44,370,371],{},[47,372,311],{},[44,374,375],{},[76,376],{"alt":377,"src":378},"在 Antigravity 2 中触发 Cloudflare 架构的 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 技能的交互式问答阶段","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},"澄清边界情况并使用 grill-me 架构计划","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-grill-me-interaction-2.webp",[44,392,393],{},"它还完美支持多选交互：",[44,395,396],{},[76,397],{"alt":398,"src":399},"在 grill-me 过程中使用多选功能","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 多选功能确定选择","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],{}," 命令的表现令人叹为观止。它几乎涵盖了部署至 Cloudflare 时所需考虑的所有架构设计细节，极为适合应用软件的架构规划、跨领域的模块重构以及其它高度复杂的业务设计。",[298,412,413],{"id":177},[52,414,415],{},"@\u002F ",[44,417,418],{},"虽然此命令并未出现在公开的可用命令列表中，但在精细化管理上下文窗口时，它却必不可少。它被用于向对话框中快速引入特定文件夹或文件（非多媒体文件）。",[61,420,422],{"id":421},"skills-技能","Skills (技能)",[44,424,425,426,429,430,188],{},"我们可以输入 ",[52,427,428],{},"\u002F"," 来呼出快捷弹窗并选择特定 Skill。下面我们来测试 ",[52,431,432],{},"excalidraw-diagram",[44,434,435],{},[76,436],{"alt":437,"src":438},"从 Antigravity 弹出窗口中选择 Excalidraw 图表技能","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},"提供生成 Excalidraw 图表的指示","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},"成功生成 Excalidraw 架构图","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],{},"在经历了两轮系统权限确认后，该 Skill 成功完成了图表的绘制与输出。",[61,465,467],{"id":466},"mcp-服务器","MCP 服务器",[44,469,470],{},"以往当智能体试图构建后端服务时，你通常必须亲自打开网页控制台、创建数据库、复制 API 密钥再将其手动粘贴回配置中。而当直接在 Antigravity 中引入 MCP 服务器后，智能体便拥有了直接操作云端基础设施的“双手”。",[44,472,473],{},[47,474,311],{},[44,476,477],{},[76,478],{"alt":479,"src":480},"指示 MCP 服务器创建 Firebase 网页应用程序","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 服务器操作 Firebase 基础架构","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},"通过 Antigravity MCP 服务器成功创建 Firebase 应用程序","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002Fantigravity-mcp-server-firebase-execution-2.webp",[44,494,495],{},"智能体成功通过 MCP 服务器在 Firebase 中直接创建了 Web 应用。让我们来看看相关的 GitHub 仓库。",[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},"代理自动将项目文件推送到新的 GitHub 存储库","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],{},"您可以通过此",[193,593,345],{"href":594,"rel":595},"https:\u002F\u002Fgithub.com\u002FTech-Voyage-Dev\u002Fto-do-app-techvoyage",[197],"访问 GitHub 上的 ",[52,598,599],{},"to-do-app-techvoyage"," 仓库。",[61,602,603],{"id":603},"结语",[44,605,606],{},"尽管在 Gemini 3.5 Flash 的强力驱动下，Antigravity 2 中的 MCP 与 Skill 展现出了令人惊叹的速度，但目前智能体的工作流仍面临一些瓶颈，如频繁的权限确认中断，以及缺乏用于回滚的版本控制检查点等。在官方正式引入检查点功能之前，养成频繁进行 Git commit 的习惯依然是保障开发安全的唯一防线。",[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 桌面应用 Antigravity 2。学习如何协同 AI 子智能体、运用内置 Skill 并借助 MCP 服务器高效构建全栈应用。","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FWhat%20can%20we%20do%20with%20Antigravity%202\u002FZH-What-can-we-do-with-Antigravity-2.webp","Antigravity 2 教程：AI 智能体、Skill 与 MCP 服务器实战指南",{"schemaOrg":626,"robots":273,"sitemap":628},[627],{"@type":272,"headline":256,"description":622},{"lastmod":621},"\u002Fzh\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2",{"title":624,"description":622,"ogTitle":256,"ogDescription":622,"twitterTitle":256,"twitterDescription":622},"zh\u002Farticle\u002Fwhat-can-we-do-with-antigravity-2","q-8JqY-wdiwSnTTeBf1poRWs1XbEs-60ANkyyWnXEqA",{"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\u002Fzh\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis.md","深度评测全新AI Claude Fable 5：高度复杂的企业财务与金融投资分析能力全面实测与深入对比",{"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 发布了 ",[47,642,643],{},"Claude Fable 5","，这是一款“神话级”（Mythos-Class）模型，在网络安全、知识提炼、化学和生物学等特定领域配备了更先进的安全防护机制。\n",[76,646],{"alt":647,"src":648},"Anthropic 官方发布 Claude Fable 5 智能体模型的公告与其核心安全能力介绍","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 官方公布的数据显示，Fable 5 在多项关键基准测试中均领先于 Opus 4.8 和 GPT-5.5。特别是在评估知识工作能力的 ",[47,653,654],{},"GDPval-AA"," 测试中，它明显领先于 Opus 4.8、GPT 5.5 以及 Gemini 3.1 Pro。\n",[76,657],{"alt":658,"src":659},"Claude Fable 5 在多项关键基准测试中的对比图表，包含 GDPval-AA 知识工作评分","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-fable-5-benchmarks-gdpval-aa.webp",[44,661,662],{},"根据 Claude 的自述：“Fable 5 在处理复杂的分析任务时展现出了强大的性能。”",[44,664,665],{},[76,666],{"alt":667,"src":668},"关于 Claude Fable 5 在处理高度复杂的分析任务时表现强劲的性能评测陈述","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],{},"为了测试 ",[47,673,674],{},"Fable 5"," 的实际水平，我们决定以投资研究为目的，使用“",[47,677,678],{},"comps-analysis","”（可比公司分析）技能对 SpaceX（Space Exploration Technologies Corporation）进行分析。该分析所用的 'skill.md' 文件来源于 ",[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 官方的金融服务 GitHub 仓库",[44,686,687,691],{},[76,688],{"alt":689,"src":690},"在 Claude 桌面聊天窗口中加载并调用 SpaceX 财务数据对比分析的技能接口","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 正在高效运行针对 SpaceX 与其同业公司的自动化财务比率计算","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 自动化金融可比公司分析工作流的运行结果和终端输出完成状态","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],{},"整个任务耗时约 25 分钟。期间，Claude 除了请求访问外部网站的权限外，没有提出任何需要澄清的问题。令人印象深刻的是，",[47,705,674],{}," 能够完全自主地找到用于对比的同业竞争公司。",[44,708,709],{},[76,710],{"alt":711,"src":712},"Claude Fable 5 安全沙箱弹出询问，请求允许访问外部实时财经新闻和市场数据网站","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 凭借网络搜索能力自主识别并匹配的 SpaceX 核心竞争对手公司列表","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],{},"请注意："," 本评测仅用于研究与教学目的，不构成任何投资建议。实际生成的原始文件可在此下载：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"," 以及分析备忘录 ",[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],{},"当我们使用 ",[47,739,740],{},"Qwen deep research","（千问深度搜索）测试相同的技能时，我们必须手动输入对比的同业公司。并且在最终生成的数值上，Qwen 与 ",[47,743,674],{}," 相比存在轻微的差异。",[44,746,747,751,755],{},[76,748],{"alt":749,"src":750},"在阿里 Qwen deep research（深度搜索）界面中启动针对 SpaceX 的商业估值对比分析","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 深度搜索中手动输入匹配的同业公司名单以启动 SpaceX 数据收集和对标分析","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 自动生成的 SpaceX 企业对标和财务统计基准分析报告预览","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 生成的报告可在此处下载：",[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],{},"尽管 Claude 和 Qwen 的报告都是基于该技能中指定的相同方法生成的，但由于它们提取的数据源不同，数据依然存在偏差。例如，Claude Fable 5 使用了 ",[47,771,772],{},"Stock Analysis"," 网站，而 Qwen 则使用了美国证券交易委员会官网 ",[47,775,776],{},"SEC.gov","。\n",[76,779],{"alt":780,"src":781},"Claude Fable 5 引用并抓取自第三方 Stock Analysis 网站的实时金融财报底层数据","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 所采信并解析的美国证券交易委员会官网 SEC.gov 官方财务申报文件","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 生成的报告中包含更多关于 SpaceX 商业模式、资本结构和日常运营的详细信息。",[44,790,791,792,795,796],{},"在对比了两份报告后，我们决定在 Claude 桌面应用中尝试使用 ",[52,793,794],{},"\u002Fresearch"," 命令重新生成一份报告。\n",[76,797],{"alt":798,"src":799},"在 Claude 桌面客户端中执行全新 research 深度研究指令以自动撰写企业估值分析备忘录","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002Fclaude-desktop-research-command-spacex.webp",[44,801,802,803,808],{},"新生成的分析报告 ",[193,804,807],{"href":805,"rel":806},"https:\u002F\u002Ftechvoyage.dev\u002FSpaceX_Analysis.pdf",[197],"SpaceX_Analysis.pdf"," 增加了额外的投资建议和注意事项（免责声明）部分。但与 Qwen 的深度搜索报告相比，它依然缺乏关于公司具体日常运营和资本结构等层面的详细企业背景信息。",[44,810,811],{},"Fable 5 是否值得其昂贵的订阅价格？如果是针对高难度、长周期的任务或自主代码编写，它确实物有所值。但对于某些知识型工作（如企业财务分析），它可能还不是性价比最高的选择。",[44,813,814,815,817,818,777,821],{},"最后，我们测试了 ",[47,816,674],{}," 在翻译任务中的表现。然而奇怪的是，该模型在翻译时自动切回了 ",[47,819,820],{},"Opus 4.8",[76,822],{"alt":823,"src":824},"在调用大上下文长文本翻译任务时，Claude 客户端自动将模型从 Fable 5 切换回 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],{},"这是否意味着所有涉及长上下文的转换任务都会被强制退回到 Opus 4.8？这只是 6 月 22 日产品上线前的使用期内临时出现的特殊状况，还是系统本身足够智能，能够自动判断翻译任务并不需要如此强大的模型算力？",{"title":177,"searchDepth":259,"depth":259,"links":829},[],"2026-06-11","我们针对Anthropic最新发布的Claude Fable 5与Qwen Deep Research在SpaceX企业对比分析（Comps Analysis）等复杂金融财务分析任务中的表现进行了深度实测。本文将为您详细评估和解答，这款备受瞩目的高阶大模型是否真的值得金融从业者与企业级用户付费升级。","https:\u002F\u002Finimages.techvoyage.dev\u002Farticles\u002FTesting%20Claude%20Fable%205%20in%20Financial%20Analysis\u002FZH-Testing-Claude-Fable-5-in-Financial-Analysis.webp","Claude Fable 5对比Qwen：AI企业财务分析能力实测",{"tags":835,"schemaOrg":839,"robots":273,"sitemap":841},[643,836,837,838],"财务分析","Qwen Deep Research","AI基准测试",[840],{"@type":272,"headline":635,"description":831},{"lastmod":830},15,"\u002Fzh\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis",{"title":833,"description":831,"ogTitle":635,"ogDescription":831,"twitterTitle":635,"twitterDescription":831},"zh\u002Farticle\u002Ftesting-claude-fable-5-in-financial-analysis","VQnCFs9P2WVJvQ6eTSt-7kZJIKfdehHbzVl3RqaRGlg",1781435127307]