[{"data":1,"prerenderedAt":2586},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-alice":8,"alt-list-alice":632},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":15,"body":16,"category":560,"chinese_friendly":547,"cover":561,"description":562,"domestic":563,"extension":564,"faq":565,"free":563,"github":15,"languages":578,"lastVerified":580,"meta":581,"models":15,"navigation":582,"notSuitable":15,"opensource":563,"path":583,"pillar":584,"platforms":585,"priceTable":589,"pricing":602,"published":603,"relatedPlaybooks":604,"relatedReviews":15,"score":606,"self_host":563,"seo":609,"seoTitle":610,"slug":611,"sources":612,"stem":621,"suitable":15,"tagline":622,"tags":623,"updated":614,"verdict":629,"website":630,"__hash__":631},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Falice.md","Alice",[12,13,14],"agent\u002Fdesktop\u002Fclaude-desktop","agent\u002Fdesktop\u002Fopenclaw","agent\u002Fgeneral\u002Fflowith",null,{"type":17,"value":18,"toc":545},"minimark",[19,24,28,31,34,105,108,131,137,141,146,169,174,200,203,227,230,398,401,457,461,487,490,511,514],[20,21,23],"h2",{"id":22},"tldr","TL;DR",[25,26,27],"p",{},"Alice（heyalice.app）是 Greg Rog \u002F Techsistence 团队 macOS \u002F Windows \u002F Linux 原生桌面 AI 助手，2026-02 版本 5.0 发布，8000+ 创作者使用。差异点：OS 级全局快捷键唤起 + 自带 API Key（OpenAI \u002F Claude \u002F Gemini \u002F Grok \u002F Groq）+ 数据全本地存储零云依赖 + 50+ ready-to-use Assistants + 200+ Skills 社区库 + MCP \u002F Zapier \u002F Make \u002F n8n 集成。无月费订阅，3 周免费试用 + 一次买断 ~$59-99。",[25,29,30],{},"适合：macOS \u002F Windows 党 + 想全局快捷键唤起 AI；多模型用户不想被单 vendor 锁定；隐私敏感 + 不愿数据上云；自由职业 \u002F 个人开发者 + 不喜欢月费订阅。不适合：纯网页党（无 web 版）；移动设备主力（无 iOS \u002F Android）；团队协作 + 共享 workspace；不愿管理 API Key 的纯用户。",[20,32,33],{"id":33},"核心能力",[35,36,37,45,51,57,63,69,75,81,87,93,99],"ul",{},[38,39,40,44],"li",{},[41,42,43],"strong",{},"全局快捷键唤起","：任何应用按 hotkey 召唤 AI",[38,46,47,50],{},[41,48,49],{},"BYO API Key","：OpenAI \u002F Anthropic \u002F Gemini \u002F xAI Grok \u002F Groq \u002F OpenRouter",[38,52,53,56],{},[41,54,55],{},"50+ Assistants","：'Deal Closer' \u002F 'Bug Hunter' \u002F 'Meeting Genius' 等开箱即用角色",[38,58,59,62],{},[41,60,61],{},"200+ Skills","：power user 社区贡献的能力包",[38,64,65,68],{},[41,66,67],{},"MCP 集成","：可调用 MCP server 工具",[38,70,71,74],{},[41,72,73],{},"自动化对接","：Zapier \u002F Make \u002F n8n + 无代码工作流",[38,76,77,80],{},[41,78,79],{},"Memory & Documents","：项目文档 + 偏好记忆，无需重复输入",[38,82,83,86],{},[41,84,85],{},"数据本地","：所有对话 \u002F 设置 \u002F 偏好仅本地存储",[38,88,89,92],{},[41,90,91],{},"多模型在一窗口","：GPT-5.x \u002F Claude \u002F Gemini \u002F Grok \u002F Llama 切换",[38,94,95,98],{},[41,96,97],{},"CSV \u002F 邮件 \u002F 日程","：直接读本地 CSV \u002F Calendar \u002F 起草邮件 \u002F Todo",[38,100,101,104],{},[41,102,103],{},"3 周免费试用","：体验完整再决策",[20,106,107],{"id":107},"价格",[35,109,110,116,122,128],{},[38,111,112,115],{},[41,113,114],{},"Free Trial","：3 周完整功能，无信用卡",[38,117,118,121],{},[41,119,120],{},"Personal","：~$59 一次买断（永久授权 + 永久更新）",[38,123,124,127],{},[41,125,126],{},"Business \u002F Pro","：~$99 一次买断 + 优先支持 + 商用授权",[38,129,130],{},"API 费用单算（OpenAI \u002F Anthropic 按 token 计费）",[132,133,134],"blockquote",{},[25,135,136],{},"真实成本预估：重度日用 GPT-5.x \u002F Claude 一个月 $30-80 API 费 + 一次买断 ~$59 = 第一年总投入约 $400-500，长期省于 ChatGPT Pro 月费。",[20,138,140],{"id":139},"实测macos-主力-自由职业-多模型混用","实测（macOS 主力 \u002F 自由职业 \u002F 多模型混用）",[25,142,143],{},[41,144,145],{},"亮点：",[35,147,148,151,154,157,160,163,166],{},[38,149,150],{},"全局 hotkey 召唤体验在 macOS 上非常顺，比开浏览器 + 切 tab 快 10 倍",[38,152,153],{},"多模型对比：同问题同时跑 GPT-5 + Claude Opus + Gemini 看差异",[38,155,156],{},"50+ Assistants 节省 prompt engineering 时间",[38,158,159],{},"数据本地 + 无 telemetry，隐私党非常友好",[38,161,162],{},"一次买断 vs 多家月费的累计性价比高",[38,164,165],{},"BYO API 让账单透明，不会有平台抽成",[38,167,168],{},"MCP 让本地工具可被 AI 调用，文件系统 \u002F DB \u002F Shell",[25,170,171],{},[41,172,173],{},"踩坑：",[35,175,176,179,182,185,188,191,194,197],{},[38,177,178],{},"API Key 管理复杂：每家都要单独申请 + 充值 + 监控配额",[38,180,181],{},"使用量爆冷热不均，BYO 模型 API 费偶尔月底惊喜",[38,183,184],{},"移动端缺失，出门用不上",[38,186,187],{},"Linux 版本更新偶尔比 macOS 慢",[38,189,190],{},"中文 prompt 效果依赖底层模型，UI 英文为主",[38,192,193],{},"50+ Assistants 质量参差，要挑高赞的用",[38,195,196],{},"团队协作 \u002F 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",[495,542,543],{"href":543,"rel":544},"https:\u002F\u002Fskywork.ai\u002Fskypage\u002Fen\u002Falice-ai-bot-guide\u002F2028644172050882560",[523],{"title":546,"searchDepth":547,"depth":547,"links":548},"",3,[549,551,552,553,554,555,556,557,558,559],{"id":22,"depth":550,"text":23},2,{"id":33,"depth":550,"text":33},{"id":107,"depth":550,"text":107},{"id":139,"depth":550,"text":140},{"id":202,"depth":550,"text":202},{"id":229,"depth":550,"text":229},{"id":400,"depth":550,"text":400},{"id":459,"depth":550,"text":460},{"id":489,"depth":550,"text":489},{"id":513,"depth":550,"text":513},"general","\u002Fimg\u002Ftools\u002Falice.webp","Alice 真实评测：Greg Rog \u002F Techsistence 团队出品的 macOS \u002F Windows \u002F Linux 原生桌面 AI 助手（heyalice.app）。差异点：OS 级全局快捷键唤起 + 自带 API Key（OpenAI \u002F Claude \u002F Gemini \u002F Grok \u002F Groq）+ 数据全本地存储 + 50+ ready-to-use Assistants + 200+ Skills 社区库 + MCP \u002F Zapier \u002F Make \u002F n8n 集成。版本 5.0 已发布，8000+ 创作者使用。3 周免费试用，无月费订阅，付费一次买断。",false,"md",[566,569,572,575],{"q":567,"a":568},"Alice 和 Raycast AI \u002F Claude Desktop \u002F ChatGPT Desktop 怎么选？","Alice 强在『全局快捷键 + BYO API + 一次买断 + 隐私本地』——多模型用户 \u002F 自由职业 \u002F 隐私敏感党最划算。Raycast AI 是 Raycast 启动器内置 AI，深度集成快捷指令但限 Raycast 生态。Claude Desktop 强 MCP + Anthropic 模型。ChatGPT Desktop 强 OpenAI 全家桶。要 Mac 全局 hotkey + 多模型 + 不订阅 → Alice；要工具栏启动器 + 简单 AI → Raycast AI；要 MCP 生态 → Claude Desktop。",{"q":570,"a":571},"为什么要自带 API Key？","Alice 自身不卖 LLM 服务，让你直接用 OpenAI \u002F Anthropic \u002F Google \u002F xAI \u002F Groq 的 API。优点：透明计费 + 同一 key 多工具复用 + 不依赖 Alice 商业稳定。缺点：要自己申请 + 充值多家 API + 重度用户成本估算难。OpenRouter 可以一个 key 接所有模型。",{"q":573,"a":574},"Skills 和 Assistants 区别？","Assistant 是预配置 system prompt + 工具 + 模型的『角色』（如 'Deal Closer' \u002F 'Bug Hunter' \u002F 'Meeting Genius'），打开就是这个角色；Skill 是 Assistant 内部可调用的『能力包』（搜索 \u002F 摘要 \u002F 翻译 \u002F 数据分析等）。50+ Assistants + 200+ Skills 由 power user 社区贡献，免费可装。",{"q":576,"a":577},"中国大陆能用吗？","App 本身可下载 + 本地运行。海外信用卡买断 + 海外 LLM API Key 是门槛。OpenRouter 中转可接国产模型（智谱 \u002F DeepSeek \u002F Qwen），跑国内场景。隐私上数据全本地存储，无国外服务器同步。",[579],"en","2026-08-02",{},true,"\u002Ftools\u002Fagent\u002Fgeneral\u002Falice","agent",[586,587,588],"macos","windows","linux",[590,594,598],{"plan":114,"price":591,"features":592,"notes":593},"$0 · 3 周","完整功能体验","无信用卡",{"plan":120,"price":595,"features":596,"notes":597},"~$59 一次","永久授权 + 50+ Assistants + 200+ Skills + MCP\u002FZapier\u002FMake\u002Fn8n","个人买断",{"plan":126,"price":599,"features":600,"notes":601},"~$99 一次","Personal + 优先支持 + 商用授权 + 更新永久免费","商业 \u002F 团队","$59-99 一次买断 + 3 周免费试用 \u002F 自带 API Key 走 LLM 计费","2026-06-19",[605],"onboarding\u002Fmacos-global-ai-workflow",{"power":607,"ux":608,"price":607,"cn_support":547,"stability":607},4,5,{"title":10,"description":562},"Alice - 桌面 AI 助手评测与使用指南 | AIHO","agent\u002Fgeneral\u002Falice",[613,615,617,619],{"name":518,"url":521,"accessed":614},"2026-06-24",{"name":616,"url":529,"accessed":614},"Comparateur-IA — Alice AI Review 2026",{"name":618,"url":536,"accessed":614},"AI Tools Cafe — Alice Pricing & Features 2026",{"name":620,"url":543,"accessed":614},"Skywork — Alice AI Ultimate 2026 Guide","tools\u002Fagent\u002Fgeneral\u002Falice","heyalice.app 桌面 AI 助手——OS 级全局快捷键 + 多模型 + 50+ Assistants \u002F 200+ Skills",[624,625,626,627,628,586],"desktop-assistant","multi-model","byo-api","privacy","hotkey","桌面 AI 助手里最像 Raycast 的存在——全局快捷键 + 一次买断 + 自带 API。重度多模型用户 + macOS 党 + 隐私敏感首选。要团队协作 \u002F 云同步走 Claude Desktop \u002F ChatGPT Team。","https:\u002F\u002Fheyalice.app","h0HHHdQy6dLsq1P3QDrJ702jYG4rHG3FFYQrFIVglf0",[633,1294,2044],{"id":634,"title":250,"alternatives":635,"api_compatible":15,"body":638,"category":1225,"chinese_friendly":547,"cover":1226,"description":1227,"domestic":563,"extension":564,"faq":1228,"free":582,"github":15,"languages":1240,"lastVerified":580,"meta":1243,"models":15,"navigation":582,"notSuitable":15,"opensource":563,"path":497,"pillar":584,"platforms":1244,"priceTable":1245,"pricing":1268,"published":603,"relatedPlaybooks":1269,"relatedReviews":15,"score":1271,"self_host":563,"seo":1272,"seoTitle":1273,"slug":12,"sources":1274,"stem":1283,"suitable":15,"tagline":1284,"tags":1285,"updated":614,"verdict":1291,"website":1292,"__hash__":1293},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop.md",[13,636,637],"agent\u002Fdesktop\u002Fautoglm","agent\u002Fdesktop\u002Fcrush",{"type":17,"value":639,"toc":1213},[640,642,645,648,650,718,720,757,762,766,770,790,794,817,819,837,929,934,936,1072,1074,1129,1131,1157,1159,1177,1179,1209],[20,641,23],{"id":22},[25,643,644],{},"Claude Desktop 是 Anthropic 官方 macOS \u002F Windows \u002F Linux 桌面客户端。差异点：原生 Model Context Protocol（MCP）支持 + 2025-06 推出的 Desktop Extensions（.mcpb，原 .dxt，2025-09 改名）让用户双击即装 MCP 工具，零配置 \u002F 零依赖 \u002F 零 JSON。Connectors 面板 + Extensions 市场 + 手动 JSON 配置三种路径。Free \u002F Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise。",[25,646,647],{},"适合：要 Claude Opus \u002F Sonnet + 桌面 MCP 工具链的开发者；想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的 power user；团队协作通过 Projects 共享上下文。不适合：中国大陆地区无海外支付（个人翻墙能用、企业付费走不通）；纯代码场景（Cursor \u002F VS Code 更好）；预算极紧（Free 配额有限）。",[20,649,33],{"id":33},[35,651,652,658,664,670,676,682,688,694,700,706,712],{},[38,653,654,657],{},[41,655,656],{},"原生 MCP 支持","：stdio \u002F SSE \u002F HTTP transport，工具调用直接进入对话",[38,659,660,663],{},[41,661,662],{},".mcpb Extensions","：一键双击安装，含 Node.js \u002F Python 依赖全打包",[38,665,666,669],{},[41,667,668],{},"Connectors 面板","：+ 菜单浏览 \u002F 启用主流 MCP server",[38,671,672,675],{},[41,673,674],{},"手动 JSON 配置","：Settings → Developer → Edit Config 完全控制",[38,677,678,681],{},[41,679,680],{},"Projects","：跨会话共享 system prompt + 文件 + 知识库",[38,683,684,687],{},[41,685,686],{},"Artifacts","：HTML \u002F React \u002F Markdown 实时预览",[38,689,690,693],{},[41,691,692],{},"多模态","：图片 + PDF + CSV 上传分析",[38,695,696,699],{},[41,697,698],{},"Opus \u002F Sonnet \u002F Haiku 三档","：按任务难度切换",[38,701,702,705],{},[41,703,704],{},"Computer Use（Sonnet 4.6+）","：跨平台桌面操作（API 形式）",[38,707,708,711],{},[41,709,710],{},"Team Projects","：共享 prompt + admin + 用量分配",[38,713,714,717],{},[41,715,716],{},"Enterprise","：SSO + SCIM + 审计 + DLP + 数据保留策略",[20,719,107],{"id":107},[35,721,722,728,734,740,746,752],{},[38,723,724,727],{},[41,725,726],{},"Free","：$0；基础访问 + MCP 支持",[38,729,730,733],{},[41,731,732],{},"Pro","：$20\u002F月；Opus + Projects + 5x 配额",[38,735,736,739],{},[41,737,738],{},"Max","：$100\u002F月；5x Pro 用量 + 优先速度",[38,741,742,745],{},[41,743,744],{},"Max+","：$200\u002F月；20x Pro 用量",[38,747,748,751],{},[41,749,750],{},"Team","：$30\u002Fuser·月（最少 5 人，年付）",[38,753,754,756],{},[41,755,716],{},"：Custom",[132,758,759],{},[25,760,761],{},"实际配额：Pro 复杂 MCP + 大文件任务一天就能用尽，重度工作流走 Max。",[20,763,765],{"id":764},"实测开发者主力-macos-windows-双开","实测（开发者主力 \u002F macOS \u002F Windows 双开）",[25,767,768],{},[41,769,145],{},[35,771,772,775,778,781,784,787],{},[38,773,774],{},".mcpb 让非工程师用户也能装上 GitHub \u002F filesystem \u002F SQLite 工具",[38,776,777],{},"Opus 推理质量在所有桌面 agent 中最强",[38,779,780],{},"Projects 跨会话保留上下文非常省 token",[38,782,783],{},"MCP 工具调用 + Artifacts 预览同窗体验流畅",[38,785,786],{},"Anthropic 官方更新节奏稳，2026 几乎每月有功能",[38,788,789],{},"Settings → Developer → Edit Config 一键打开配置，路径不再坑用户",[25,791,792],{},[41,793,173],{},[35,795,796,799,802,805,808,811,814],{},[38,797,798],{},"中国大陆访问 + 支付都受限",[38,800,801],{},"MCP 配置错误的报错很简短，要看 Console \u002F Log",[38,803,804],{},"大文件 \u002F 长上下文偶尔出现 token 计费偏高",[38,806,807],{},"Linux 版本更新偶尔落后 macOS \u002F Windows",[38,809,810],{},".mcpb 包格式更换（.dxt → .mcpb）期间的旧包还在用，命名混乱",[38,812,813],{},"Free 配额限制偏紧，体验完整流程几乎要 Pro",[38,815,816],{},"多账户切换不友好，企业 + 个人共用要登出登入",[20,818,202],{"id":202},[204,820,821,824,831,834],{},[38,822,823],{},"claude.ai\u002Fdownload → 下载对应系统客户端 → 安装登录",[38,825,826],{},[35,827,828],{},[38,829,830],{},"菜单 → Connectors → 浏览主流 MCP server（filesystem \u002F GitHub \u002F Slack \u002F Postgres）",[38,832,833],{},"或 Settings → Extensions → 下载 .mcpb 文件 → 双击安装",[38,835,836],{},"或 Settings → Developer → Edit Config → 手动加：",[838,839,843],"pre",{"className":840,"code":841,"language":842,"meta":546,"style":546},"language-json shiki shiki-themes github-light github-dark","{\n  \"mcpServers\": {\n    \"filesystem\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@modelcontextprotocol\u002Fserver-filesystem\", \"\u002FUsers\u002Fyou\u002Fwork\"]\n    }\n  }\n}\n","json",[844,845,846,855,864,871,886,911,917,923],"code",{"__ignoreMap":546},[847,848,851],"span",{"class":849,"line":850},"line",1,[847,852,854],{"class":853},"sVt8B","{\n",[847,856,857,861],{"class":849,"line":550},[847,858,860],{"class":859},"sj4cs","  \"mcpServers\"",[847,862,863],{"class":853},": {\n",[847,865,866,869],{"class":849,"line":547},[847,867,868],{"class":859},"    \"filesystem\"",[847,870,863],{"class":853},[847,872,873,876,879,883],{"class":849,"line":607},[847,874,875],{"class":859},"      \"command\"",[847,877,878],{"class":853},": ",[847,880,882],{"class":881},"sZZnC","\"npx\"",[847,884,885],{"class":853},",\n",[847,887,888,891,894,897,900,903,905,908],{"class":849,"line":608},[847,889,890],{"class":859},"      \"args\"",[847,892,893],{"class":853},": [",[847,895,896],{"class":881},"\"-y\"",[847,898,899],{"class":853},", ",[847,901,902],{"class":881},"\"@modelcontextprotocol\u002Fserver-filesystem\"",[847,904,899],{"class":853},[847,906,907],{"class":881},"\"\u002FUsers\u002Fyou\u002Fwork\"",[847,909,910],{"class":853},"]\n",[847,912,914],{"class":849,"line":913},6,[847,915,916],{"class":853},"    }\n",[847,918,920],{"class":849,"line":919},7,[847,921,922],{"class":853},"  }\n",[847,924,926],{"class":849,"line":925},8,[847,927,928],{"class":853},"}\n",[204,930,931],{"start":608},[38,932,933],{},"重启 Claude Desktop → 看到对话框右下角 🔨 工具图标 → 测试 \"list files in \u002FUsers\u002Fyou\u002Fwork\"",[20,935,229],{"id":229},[231,937,938,954],{},[234,939,940],{},[237,941,942,944,946,948,951],{},[240,943,242],{},[240,945,250],{},[240,947,253],{},[240,949,950],{},"Cursor",[240,952,953],{},"OpenClaw",[255,955,956,971,986,999,1015,1029,1042,1056],{},[237,957,958,961,963,966,968],{},[260,959,960],{},"原生 MCP",[260,962,334],{},[260,964,965],{},"部分（GPT Actions）",[260,967,331],{},[260,969,970],{},"✅ Gateway",[237,972,973,976,979,981,984],{},[260,974,975],{},"一键扩展安装",[260,977,978],{},"✅ .mcpb",[260,980,346],{},[260,982,983],{},"✅ 部分",[260,985,346],{},[237,987,988,991,993,995,997],{},[260,989,990],{},"桌面 \u002F 文件系统",[260,992,281],{},[260,994,281],{},[260,996,281],{},[260,998,281],{},[237,1000,1001,1004,1007,1010,1013],{},[260,1002,1003],{},"模型",[260,1005,1006],{},"Claude（Opus \u002F Sonnet）",[260,1008,1009],{},"GPT-5.x",[260,1011,1012],{},"多模型",[260,1014,1012],{},[237,1016,1017,1020,1022,1024,1026],{},[260,1018,1019],{},"开源",[260,1021,374],{},[260,1023,374],{},[260,1025,374],{},[260,1027,1028],{},"✅ MIT",[237,1030,1031,1034,1036,1038,1040],{},[260,1032,1033],{},"中国大陆支付",[260,1035,374],{},[260,1037,374],{},[260,1039,374],{},[260,1041,281],{},[237,1043,1044,1047,1049,1051,1053],{},[260,1045,1046],{},"起价",[260,1048,304],{},[260,1050,304],{},[260,1052,304],{},[260,1054,1055],{},"$0",[237,1057,1058,1060,1063,1066,1069],{},[260,1059,385],{},[260,1061,1062],{},"MCP 生态 + Claude 派",[260,1064,1065],{},"OpenAI 派",[260,1067,1068],{},"代码主力",[260,1070,1071],{},"自托管 IM 触发",[20,1073,400],{"id":400},[35,1075,1076,1082,1088,1094,1100,1106,1112,1118,1124],{},[38,1077,1078,1081],{},[41,1079,1080],{},"配置文件路径常错","：用 Settings → Developer → Edit Config 一键打开，不要手输路径",[38,1083,1084,1087],{},[41,1085,1086],{},"JSON 必须合法","：注释 \u002F 尾逗号会报错，建议 VS Code 校验",[38,1089,1090,1093],{},[41,1091,1092],{},"重启才生效","：改完 config 务必完全退出 + 重启，菜单栏图标也要点 Quit",[38,1095,1096,1099],{},[41,1097,1098],{},"NPM 依赖卡住","：npx 首次拉包慢，设置代理或预跑一次再用",[38,1101,1102,1105],{},[41,1103,1104],{},"环境变量隔离","：每个 MCP server 的 env 只对该 server 可见，避免泄露",[38,1107,1108,1111],{},[41,1109,1110],{},"filesystem 限定路径","：args 里只给必要目录，不要给 \u002F 或整个 home",[38,1113,1114,1117],{},[41,1115,1116],{},".mcpb 来源","：只装信任来源的扩展，扩展能读你给它的目录 \u002F 调用 shell",[38,1119,1120,1123],{},[41,1121,1122],{},"中国大陆","：个人能翻墙用，企业付费 \u002F 数据合规走 OpenRouter 或 API + 自家前端",[38,1125,1126,1128],{},[41,1127,668],{}," 偶有 server 不可用，回退到 JSON 手动配置",[20,1130,460],{"id":459},[35,1132,1133,1136,1139,1142,1145,1148,1151,1154],{},[38,1134,1135],{},"✅ Claude Opus \u002F Sonnet 重度用户",[38,1137,1138],{},"✅ 想打通文件系统 \u002F DB \u002F GitHub \u002F 浏览器自动化的开发者",[38,1140,1141],{},"✅ 团队协作通过 Team Projects 共享上下文",[38,1143,1144],{},"✅ MCP 生态早期采用者 \u002F 工具开发者",[38,1146,1147],{},"❌ 中国大陆企业要正规付费 + 合规",[38,1149,1150],{},"❌ 纯代码工作流（Cursor \u002F Continue 更顺）",[38,1152,1153],{},"❌ 预算极紧（Free 配额很快耗尽）",[38,1155,1156],{},"❌ 要自托管 + 数据完全自主（走 OpenClaw \u002F 自家方案）",[20,1158,489],{"id":489},[35,1160,1161,1165,1171],{},[38,1162,1163],{},[495,1164,504],{"href":503},[38,1166,1167],{},[495,1168,1170],{"href":1169},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm","AutoGLM 评测",[38,1172,1173],{},[495,1174,1176],{"href":1175},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush","Crush 评测",[20,1178,513],{"id":513},[204,1180,1181,1188,1195,1202],{},[38,1182,1183,1184],{},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt 改名 2025-09）",[495,1185,1186],{"href":1186,"rel":1187},"https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fdesktop-extensions",[523],[38,1189,1190,1191],{},"Toolradar — Claude Desktop MCP Server Setup 2026（路径 \u002F 配置示例）",[495,1192,1193],{"href":1193,"rel":1194},"https:\u002F\u002Ftoolradar.com\u002Fblog\u002Fclaude-desktop-mcp-server-setup",[523],[38,1196,1197,1198],{},"MCP Playground — Complete 2026 Setup Guide ",[495,1199,1200],{"href":1200,"rel":1201},"https:\u002F\u002Fmcpplaygroundonline.com\u002Fblog\u002Fhow-to-setup-mcp-claude-desktop",[523],[38,1203,1204,1205],{},"Anthropic — Pricing（Pro $20 \u002F Max $100 \u002F Max+ $200 \u002F Team $30 \u002F Enterprise）",[495,1206,1207],{"href":1207,"rel":1208},"https:\u002F\u002Fwww.anthropic.com\u002Fpricing",[523],[1210,1211,1212],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki 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var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":546,"searchDepth":547,"depth":547,"links":1214},[1215,1216,1217,1218,1219,1220,1221,1222,1223,1224],{"id":22,"depth":550,"text":23},{"id":33,"depth":550,"text":33},{"id":107,"depth":550,"text":107},{"id":764,"depth":550,"text":765},{"id":202,"depth":550,"text":202},{"id":229,"depth":550,"text":229},{"id":400,"depth":550,"text":400},{"id":459,"depth":550,"text":460},{"id":489,"depth":550,"text":489},{"id":513,"depth":550,"text":513},"desktop","\u002Fimg\u002Ftools\u002Fclaude-desktop.webp","Claude Desktop 真实评测：Anthropic 官方 macOS \u002F Windows \u002F Linux 客户端。原生 Model Context Protocol（MCP）支持，2025-06 推出 Desktop Extensions（.mcpb 包，原 .dxt），用户双击即装无需 Node.js \u002F JSON 配置。Connectors 面板 + Extensions 市场 + 手动 JSON 配置三种安装方式。Free \u002F Pro $20 \u002F Max $100-200 \u002F Team $30 \u002F 用户 \u002F Enterprise。",[1229,1232,1235,1237],{"q":1230,"a":1231},"MCP 配置文件在哪？","macOS：~\u002FLibrary\u002FApplication Support\u002FClaude\u002Fclaude_desktop_config.json；Windows：%APPDATA%\\Claude\\claude_desktop_config.json；Linux：~\u002F.config\u002FClaude\u002Fclaude_desktop_config.json。直接 Settings → Developer → Edit Config 打开最方便。",{"q":1233,"a":1234},".mcpb（Desktop Extensions）和手动 JSON 怎么选？",".mcpb（原 .dxt，2025-09 改名）一键双击安装，含全部依赖打包，零配置，适合非开发者用户。手动 JSON 适合自定义服务器 \u002F 环境变量 \u002F 私有 MCP \u002F 复杂参数。日常生产工具用 .mcpb，定制 \u002F debug 用 JSON。Connectors 面板在 + 菜单里浏览主流 server。",{"q":576,"a":1236},"需要自备网络环境访问 claude.ai；支付不支持中国大陆 \u002F 港澳信用卡，企业订阅要走海外法人 \u002F 海外卡。MCP 本地工具完全可用（filesystem \u002F sqlite \u002F shell）。建议国内项目走 OpenRouter \u002F 火山引擎 \u002F 智谱（中文场景）+ Claude API 远程调用方案。",{"q":1238,"a":1239},"和 Cursor \u002F VS Code + Continue 怎么选？","Claude Desktop 主打『通用桌面 agent + MCP 生态』，Cursor \u002F VS Code 主打『代码编辑器 + AI』。要在编辑器里写代码 → Cursor；要在桌面打通文件系统 + DB + GitHub + 浏览器自动化做杂活 → Claude Desktop。两个工具互补不冲突。",[579,1241,1242],"zh","multi",{},[586,587,588],[1246,1249,1252,1256,1260,1264],{"plan":726,"price":1055,"features":1247,"notes":1248},"基础 Claude Sonnet + MCP 支持 + 有限 message","试水 \u002F 个人轻度",{"plan":732,"price":304,"features":1250,"notes":1251},"更多 message + Opus 模型 + Projects + 优先速度","个人主力",{"plan":738,"price":1253,"features":1254,"notes":1255},"$100\u002F月","5x Pro 用量 + 早期功能 + 高优先级","重度个人 \u002F 自由职业",{"plan":744,"price":1257,"features":1258,"notes":1259},"$200\u002F月","20x Pro 用量 + research preview 优先","极重度 \u002F Power user",{"plan":750,"price":1261,"features":1262,"notes":1263},"$30\u002Fuser·月","共享 Projects + admin + 用量分配 + 集中计费（最少 5 人）","小团队",{"plan":716,"price":1265,"features":1266,"notes":1267},"Custom","SSO \u002F SCIM \u002F 审计 \u002F DLP \u002F 私有化数据保留策略","大型组织","Free \u002F Pro $20·月 \u002F Max $100·月 \u002F Max+ $200·月 \u002F Team $30·user·月 \u002F Enterprise",[1270],"onboarding\u002Fmcp-tool-development",{"power":608,"ux":608,"price":547,"cn_support":550,"stability":608},{"title":250,"description":1227},"Claude Desktop 评测 2026：Anthropic 官方桌面客户端，AI 助手本地使用",[1275,1277,1279,1281],{"name":1276,"url":1186,"accessed":614},"Anthropic — Desktop Extensions 公告（.mcpb \u002F .dxt）",{"name":1278,"url":1193,"accessed":614},"Toolradar — Claude Desktop MCP 设置 2026",{"name":1280,"url":1200,"accessed":614},"MCP Playground — 完整 2026 配置指南",{"name":1282,"url":1207,"accessed":614},"Anthropic — Pricing & Plans","tools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Anthropic 官方桌面客户端——原生 MCP 支持 + 一键 .mcpb 扩展安装 + Connectors 面板",[1286,1287,1288,1289,1290],"desktop-agent","mcp","claude","extensions","anthropic","MCP 生态的旗舰桌面客户端——要 Claude Opus \u002F Sonnet + MCP 工具 + 文件系统 \u002F DB \u002F GitHub 集成的开发者首选。中国大陆访问需自备网络 + 不支持中国大陆支付，团队订阅要海外卡。","https:\u002F\u002Fclaude.ai\u002Fdownload","WgmjZTtGL8cWXoFdsKW9_OOM6Fs8Y1wph1pnszf7PcA",{"id":1295,"title":953,"alternatives":1296,"api_compatible":15,"body":1297,"category":1225,"chinese_friendly":607,"cover":1994,"description":1995,"domestic":563,"extension":564,"faq":1996,"free":582,"github":2008,"languages":2009,"lastVerified":580,"meta":2010,"models":15,"navigation":582,"notSuitable":15,"opensource":582,"path":503,"pillar":584,"platforms":2011,"priceTable":2013,"pricing":2017,"published":603,"relatedPlaybooks":2018,"relatedReviews":15,"score":2020,"self_host":582,"seo":2021,"seoTitle":2022,"slug":13,"sources":2023,"stem":2032,"suitable":15,"tagline":2033,"tags":2034,"updated":614,"verdict":2041,"website":2042,"__hash__":2043},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md",[12,636,637],{"type":17,"value":1298,"toc":1982},[1299,1301,1304,1307,1309,1377,1379,1393,1397,1401,1424,1428,1454,1456,1633,1636,1668,1670,1839,1841,1903,1905,1931,1933,1947,1949,1979],[20,1300,23],{"id":22},[25,1302,1303],{},"OpenClaw 是 2026 现象级开源个人 AI Agent 框架（MIT 协议）——Peter Steinberger 2025 末创建，2026-02 移交开源基金会，60 天 28-35.5 万 GitHub stars 历史级速度。差异点：Gateway 网关连接 20+ IM 平台（Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F Microsoft Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书）+ 30 分钟 Heartbeat 主动触发 + Cron 调度 + ClawHub 5400+ Skills 市场 + 多 Agent 隔离 + 本地长期记忆。完全自托管，本地 Ollama 模型零成本运行。",[25,1305,1306],{},"适合：要『手机 IM 一句话支使 AI 干活』的 power user；监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 浏览器自动化等 7×24 后台场景；数据隐私敏感 + 自托管刚需；中国大陆用户（本地 Ollama 全免费）。不适合：纯 GUI \u002F 桌面交互党（Claude Desktop 更顺）；不会折腾 Node \u002F Docker \u002F WSL 的纯用户；要『一句话就跑通』的非技术用户。",[20,1308,33],{"id":33},[35,1310,1311,1317,1323,1329,1335,1341,1347,1353,1359,1365,1371],{},[38,1312,1313,1316],{},[41,1314,1315],{},"Gateway 多渠道","：Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F MS Teams \u002F Zalo \u002F 微信 \u002F 钉钉 \u002F 飞书 + WebChat + 移动 node",[38,1318,1319,1322],{},[41,1320,1321],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[38,1324,1325,1328],{},[41,1326,1327],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[38,1330,1331,1334],{},[41,1332,1333],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[38,1336,1337,1340],{},[41,1338,1339],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[38,1342,1343,1346],{},[41,1344,1345],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[38,1348,1349,1352],{},[41,1350,1351],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[38,1354,1355,1358],{},[41,1356,1357],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[38,1360,1361,1364],{},[41,1362,1363],{},"MCP 兼容","：可调用 MCP server",[38,1366,1367,1370],{},[41,1368,1369],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[38,1372,1373,1376],{},[41,1374,1375],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[20,1378,107],{"id":107},[35,1380,1381,1387,1390],{},[38,1382,1383,1386],{},[41,1384,1385],{},"Self-host OSS","：$0；MIT 完全开放",[38,1388,1389],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[38,1391,1392],{},"轻度 $5-10 \u002F 月，中度 $20-30，重度 $50+ —— 全部来自外部 LLM 而非 OpenClaw 本身",[20,1394,1396],{"id":1395},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[25,1398,1399],{},[41,1400,145],{},[35,1402,1403,1406,1409,1412,1415,1418,1421],{},[38,1404,1405],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[38,1407,1408],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[38,1410,1411],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[38,1413,1414],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[38,1416,1417],{},"本地 Ollama 路径让数据 + 隐私完全自主",[38,1419,1420],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[38,1422,1423],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[25,1425,1426],{},[41,1427,173],{},[35,1429,1430,1433,1436,1439,1442,1445,1448,1451],{},[38,1431,1432],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[38,1434,1435],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[38,1437,1438],{},"国内 IM 渠道（微信 \u002F 钉钉 \u002F 飞书）的 plugin 受平台风控影响，账号风险要评估",[38,1440,1441],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[38,1443,1444],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[38,1446,1447],{},"Web Control UI 在大量 session 下渲染偏慢",[38,1449,1450],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[38,1452,1453],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[20,1455,202],{"id":202},[838,1457,1461],{"className":1458,"code":1459,"language":1460,"meta":546,"style":546},"language-bash shiki shiki-themes github-light github-dark","# 方法一：NPM\nnpm install -g openclaw\nopenclaw --version\n\n# 方法二：Docker\ndocker run -d --name openclaw \\\n  -v ~\u002F.openclaw:\u002Froot\u002F.openclaw \\\n  openclaw\u002Fopenclaw:latest\n\n# 方法三：源码\ngit clone https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\ncd openclaw && npm install && npm run start\n\n# 引导配置（model \u002F channel \u002F 权限）\nopenclaw onboard\n\n# 启动\nopenclaw                 # CLI\nopenclaw dashboard       # Web UI\n","bash",[844,1462,1463,1469,1484,1492,1497,1502,1522,1532,1537,1542,1548,1560,1584,1589,1595,1603,1608,1614,1622],{"__ignoreMap":546},[847,1464,1465],{"class":849,"line":850},[847,1466,1468],{"class":1467},"sJ8bj","# 方法一：NPM\n",[847,1470,1471,1475,1478,1481],{"class":849,"line":550},[847,1472,1474],{"class":1473},"sScJk","npm",[847,1476,1477],{"class":881}," install",[847,1479,1480],{"class":859}," -g",[847,1482,1483],{"class":881}," openclaw\n",[847,1485,1486,1489],{"class":849,"line":547},[847,1487,1488],{"class":1473},"openclaw",[847,1490,1491],{"class":859}," --version\n",[847,1493,1494],{"class":849,"line":607},[847,1495,1496],{"emptyLinePlaceholder":582},"\n",[847,1498,1499],{"class":849,"line":608},[847,1500,1501],{"class":1467},"# 方法二：Docker\n",[847,1503,1504,1507,1510,1513,1516,1519],{"class":849,"line":913},[847,1505,1506],{"class":1473},"docker",[847,1508,1509],{"class":881}," run",[847,1511,1512],{"class":859}," -d",[847,1514,1515],{"class":859}," --name",[847,1517,1518],{"class":881}," openclaw",[847,1520,1521],{"class":859}," \\\n",[847,1523,1524,1527,1530],{"class":849,"line":919},[847,1525,1526],{"class":859},"  -v",[847,1528,1529],{"class":881}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[847,1531,1521],{"class":859},[847,1533,1534],{"class":849,"line":925},[847,1535,1536],{"class":881},"  openclaw\u002Fopenclaw:latest\n",[847,1538,1540],{"class":849,"line":1539},9,[847,1541,1496],{"emptyLinePlaceholder":582},[847,1543,1545],{"class":849,"line":1544},10,[847,1546,1547],{"class":1467},"# 方法三：源码\n",[847,1549,1551,1554,1557],{"class":849,"line":1550},11,[847,1552,1553],{"class":1473},"git",[847,1555,1556],{"class":881}," clone",[847,1558,1559],{"class":881}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[847,1561,1563,1566,1568,1571,1573,1575,1577,1579,1581],{"class":849,"line":1562},12,[847,1564,1565],{"class":859},"cd",[847,1567,1518],{"class":881},[847,1569,1570],{"class":853}," && ",[847,1572,1474],{"class":1473},[847,1574,1477],{"class":881},[847,1576,1570],{"class":853},[847,1578,1474],{"class":1473},[847,1580,1509],{"class":881},[847,1582,1583],{"class":881}," start\n",[847,1585,1587],{"class":849,"line":1586},13,[847,1588,1496],{"emptyLinePlaceholder":582},[847,1590,1592],{"class":849,"line":1591},14,[847,1593,1594],{"class":1467},"# 引导配置（model \u002F channel \u002F 权限）\n",[847,1596,1598,1600],{"class":849,"line":1597},15,[847,1599,1488],{"class":1473},[847,1601,1602],{"class":881}," onboard\n",[847,1604,1606],{"class":849,"line":1605},16,[847,1607,1496],{"emptyLinePlaceholder":582},[847,1609,1611],{"class":849,"line":1610},17,[847,1612,1613],{"class":1467},"# 启动\n",[847,1615,1617,1619],{"class":849,"line":1616},18,[847,1618,1488],{"class":1473},[847,1620,1621],{"class":1467},"                 # CLI\n",[847,1623,1625,1627,1630],{"class":849,"line":1624},19,[847,1626,1488],{"class":1473},[847,1628,1629],{"class":881}," dashboard",[847,1631,1632],{"class":1467},"       # Web UI\n",[25,1634,1635],{},"配本地免费 Ollama：",[838,1637,1639],{"className":1458,"code":1638,"language":1460,"meta":546,"style":546},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[844,1640,1641,1652],{"__ignoreMap":546},[847,1642,1643,1646,1649],{"class":849,"line":850},[847,1644,1645],{"class":1473},"ollama",[847,1647,1648],{"class":881}," pull",[847,1650,1651],{"class":881}," llama3\n",[847,1653,1654,1656,1659,1662,1665],{"class":849,"line":550},[847,1655,1488],{"class":1473},[847,1657,1658],{"class":881}," config",[847,1660,1661],{"class":881}," set",[847,1663,1664],{"class":881}," ai.provider",[847,1666,1667],{"class":881}," \"ollama\"\n",[20,1669,229],{"id":229},[231,1671,1672,1688],{},[234,1673,1674],{},[237,1675,1676,1678,1680,1682,1685],{},[240,1677,242],{},[240,1679,953],{},[240,1681,250],{},[240,1683,1684],{},"AutoGLM",[240,1686,1687],{},"Crush",[255,1689,1690,1707,1721,1735,1751,1764,1779,1794,1809,1823],{},[237,1691,1692,1695,1698,1701,1704],{},[260,1693,1694],{},"形态",[260,1696,1697],{},"IM 网关 + 多 Agent 自治",[260,1699,1700],{},"桌面客户端 + MCP",[260,1702,1703],{},"Phone\u002FWeb GUI agent",[260,1705,1706],{},"终端 TUI agent",[237,1708,1709,1712,1715,1717,1719],{},[260,1710,1711],{},"7×24 Heartbeat",[260,1713,1714],{},"✅ 30 分钟",[260,1716,346],{},[260,1718,346],{},[260,1720,346],{},[237,1722,1723,1726,1729,1731,1733],{},[260,1724,1725],{},"多 IM 渠道",[260,1727,1728],{},"✅ 20+",[260,1730,346],{},[260,1732,346],{},[260,1734,346],{},[237,1736,1737,1740,1743,1746,1748],{},[260,1738,1739],{},"Skills 市场",[260,1741,1742],{},"✅ ClawHub 5400+",[260,1744,1745],{},"✅ MCP Connectors",[260,1747,346],{},[260,1749,1750],{},"✅ Agent Skills 标准",[237,1752,1753,1755,1757,1759,1761],{},[260,1754,1327],{},[260,1756,281],{},[260,1758,680],{},[260,1760,346],{},[260,1762,1763],{},"session",[237,1765,1766,1768,1770,1773,1776],{},[260,1767,1019],{},[260,1769,1028],{},[260,1771,1772],{},"闭源",[260,1774,1775],{},"✅ MIT 模型 + Apache 代码",[260,1777,1778],{},"FSL-1.1-MIT",[237,1780,1781,1784,1787,1789,1792],{},[260,1782,1783],{},"本地 LLM",[260,1785,1786],{},"✅ Ollama 友好",[260,1788,346],{},[260,1790,1791],{},"✅ 9B 自模型",[260,1793,281],{},[237,1795,1796,1799,1802,1805,1807],{},[260,1797,1798],{},"中国大陆友好",[260,1800,1801],{},"✅ 完全",[260,1803,1804],{},"❌ 支付",[260,1806,281],{},[260,1808,983],{},[237,1810,1811,1813,1815,1818,1820],{},[260,1812,1046],{},[260,1814,1055],{},[260,1816,1817],{},"$20\u002F月 +",[260,1819,1055],{},[260,1821,1822],{},"$0 + API",[237,1824,1825,1827,1830,1833,1836],{},[260,1826,385],{},[260,1828,1829],{},"7×24 IM 触发个人 agent",[260,1831,1832],{},"MCP 生态桌面",[260,1834,1835],{},"Phone GUI",[260,1837,1838],{},"终端 power user",[20,1840,400],{"id":400},[35,1842,1843,1849,1855,1861,1867,1873,1879,1885,1891,1897],{},[38,1844,1845,1848],{},[41,1846,1847],{},"Skill 选型评估","：5400+ Skill 里挑官方 \u002F 高 star \u002F 仔细看 source，沙箱模式优先",[38,1850,1851,1854],{},[41,1852,1853],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[38,1856,1857,1860],{},[41,1858,1859],{},"国内 IM 风控","：微信 \u002F 钉钉账号要用独立小号，避免主账号被风控",[38,1862,1863,1866],{},[41,1864,1865],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[38,1868,1869,1872],{},[41,1870,1871],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[38,1874,1875,1878],{},[41,1876,1877],{},"sandbox 权限默认保守","：复杂自动化要在 onboard 阶段调整权限，不要一上来全 root",[38,1880,1881,1884],{},[41,1882,1883],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[38,1886,1887,1890],{},[41,1888,1889],{},"Windows 走 WSL2","：原生 Windows 兼容差",[38,1892,1893,1896],{},[41,1894,1895],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[38,1898,1899,1902],{},[41,1900,1901],{},"Heartbeat 间隔自定义","：默认 30 分钟，做高频监控可调短，但成本对应增加",[20,1904,460],{"id":459},[35,1906,1907,1910,1913,1916,1919,1922,1925,1928],{},[38,1908,1909],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[38,1911,1912],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[38,1914,1915],{},"✅ 数据隐私敏感 + 自托管刚需",[38,1917,1918],{},"✅ 中国大陆用户走本地 Ollama 全免费",[38,1920,1921],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[38,1923,1924],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[38,1926,1927],{},"❌ 要一键就跑的非技术用户",[38,1929,1930],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[20,1932,489],{"id":489},[35,1934,1935,1939,1943],{},[38,1936,1937],{},[495,1938,498],{"href":497},[38,1940,1941],{},[495,1942,1170],{"href":1169},[38,1944,1945],{},[495,1946,1176],{"href":1175},[20,1948,513],{"id":513},[204,1950,1951,1958,1965,1972],{},[38,1952,1953,1954],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[495,1955,1956],{"href":1956,"rel":1957},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[523],[38,1959,1960,1961],{},"技术栈 — OpenClaw 2026 实战指南 ",[495,1962,1963],{"href":1963,"rel":1964},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[523],[38,1966,1967,1968],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[495,1969,1970],{"href":1970,"rel":1971},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[523],[38,1973,1974,1975],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[495,1976,1977],{"href":1977,"rel":1978},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[523],[1210,1980,1981],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}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":546,"searchDepth":547,"depth":547,"links":1983},[1984,1985,1986,1987,1988,1989,1990,1991,1992,1993],{"id":22,"depth":550,"text":23},{"id":33,"depth":550,"text":33},{"id":107,"depth":550,"text":107},{"id":1395,"depth":550,"text":1396},{"id":202,"depth":550,"text":202},{"id":229,"depth":550,"text":229},{"id":400,"depth":550,"text":400},{"id":459,"depth":550,"text":460},{"id":489,"depth":550,"text":489},{"id":513,"depth":550,"text":513},"\u002Fimg\u002Ftools\u002Fopenclaw.webp","OpenClaw 真实评测：原名 Clawdbot \u002F Moltbot，Peter Steinberger 2025 末创建，2026-02 移交开源基金会。60 天 28-35.5 万 GitHub stars，超 React 历史速度。MIT 协议自托管 Gateway 连接 Discord \u002F Slack \u002F Telegram \u002F WhatsApp \u002F iMessage \u002F Matrix \u002F Signal \u002F Microsoft Teams \u002F Zalo 等 20+ IM 平台。Heartbeat 30 分钟主动触发 + Cron + Skills（ClawHub 5400+）+ 多 Agent 隔离 + 本地长期记忆。Node 24（推荐）或 22 LTS。",[1997,2000,2003,2006],{"q":1998,"a":1999},"OpenClaw 和 Claude Desktop \u002F MCP 怎么定位？","Claude Desktop 是『桌面客户端 + MCP 工具栈』走 GUI 交互；OpenClaw 是『IM 网关 + 多 Agent + 主动 Heartbeat』走聊天 + 后台自治。两者互补：在电脑前要 GUI 体验用 Claude Desktop；离开电脑要 Telegram \u002F 微信里支使 AI 7×24 干活用 OpenClaw。OpenClaw 内部也可调用 MCP server 和 LLM provider。",{"q":2001,"a":2002},"Heartbeat 是什么？","每 30 分钟由 Gateway 主动唤醒 Agent，检查 Cron \u002F 任务队列 \u002F 监控钩子，让 AI 真正『7×24 后台运行』而非被动等用户。监控告警 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘等场景靠 Heartbeat 实现。",{"q":2004,"a":2005},"ClawHub 是什么？","OpenClaw 社区驱动的 Skills 市场，2026-05 已突破 5400 个 Skill：天气 \u002F 邮件分拣 \u002F 网页采集 \u002F 浏览器自动化 \u002F 文件整理 \u002F 多平台消息 \u002F 加密货币 \u002F 智能家居 \u002F CRM 集成等。Skill 用 YAML \u002F Markdown 描述，一键安装 + 自定义 prompt 即可。",{"q":576,"a":2007},"完全可以。OpenClaw 自托管 + MIT 开源 + 本地 Ollama 模型路径全免费 + 无外网 \u002F 海外卡依赖。微信 \u002F 钉钉 \u002F 飞书都有 channel 插件。配 Ollama llama3 \u002F Qwen 中文模型可全离线。仅外接 GPT \u002F Claude API 时需要海外网络 + 海外卡。","https:\u002F\u002Fgithub.com\u002Fopenclaw-ai\u002Fopenclaw",[579,1241,1242],{},[586,588,2012,1506],"windows-wsl",[2014],{"plan":1385,"price":1055,"features":2015,"notes":2016},"MIT 全开源 + Gateway + Skills + Memory + Cron + Heartbeat + 多 Agent + 20+ IM 渠道","用户自带 LLM Key 或本地 Ollama","MIT 完全免费开源 \u002F 用户自带 LLM API（GPT \u002F Claude \u002F 本地 Ollama 全免费）",[2019],"onboarding\u002Fpersonal-247-ai-agent",{"power":608,"ux":607,"price":608,"cn_support":607,"stability":607},{"title":953,"description":1995},"OpenClaw - 开源个人 AI Agent 评测与指南 | AIHO",[2024,2026,2028,2030],{"name":2025,"url":1956,"accessed":614},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 多渠道）",{"name":2027,"url":1963,"accessed":614},"技术栈 — OpenClaw 2026 实战指南",{"name":2029,"url":1970,"accessed":614},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat）",{"name":2031,"url":1977,"accessed":614},"腾讯云 — Computer Use Agent 爆发分析","tools\u002Fagent\u002Fdesktop\u002Fopenclaw","2026 现象级开源个人 AI Agent——多 IM 网关 + 技能市场 ClawHub 5400+ + 7×24 Heartbeat",[2035,2036,2037,1287,2038,2039,2040,1488],"opensource","self-host","gateway","multi-agent","im-bot","mit","2026 最火个人 AI Agent——『IM 触发 + 7×24 主动 + 本地控制』三件套。要从 Telegram \u002F 微信 \u002F Discord 一句话支使 AI 干活的 power user 首选。GUI 党 \u002F 非工程师仍推 Claude Desktop。","https:\u002F\u002Fdocs.openclaw.ai","qNZsbHa_rQillhlXDYZ_dGKOt6DyOxeA-sZm6E7PQzY",{"id":2045,"title":2046,"alternatives":2047,"api_compatible":15,"body":2049,"category":560,"chinese_friendly":607,"cover":2523,"description":2524,"domestic":582,"extension":564,"faq":2525,"free":582,"github":15,"languages":2538,"lastVerified":580,"meta":2539,"models":15,"navigation":582,"notSuitable":15,"opensource":563,"path":509,"pillar":584,"platforms":2540,"priceTable":2544,"pricing":2560,"published":603,"relatedPlaybooks":2561,"relatedReviews":2563,"score":2565,"self_host":563,"seo":2566,"seoTitle":2567,"slug":14,"sources":2568,"stem":2577,"suitable":15,"tagline":2578,"tags":2579,"updated":614,"verdict":2584,"website":2488,"__hash__":2585},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Fflowith.md","Flowith",[2048,611,12],"agent\u002Fgeneral\u002Fgenspark",{"type":17,"value":2050,"toc":2511},[2051,2053,2056,2059,2061,2122,2124,2148,2153,2157,2161,2184,2188,2214,2216,2236,2238,2369,2371,2432,2434,2460,2462,2479,2481],[20,2052,23],{"id":22},[25,2054,2055],{},"Flowith 是新加坡公司 Flowith Technologies Pte. Ltd.（2023 创立）打造的画布式 AI 工作空间。差异点：无限 2D 画布把每次 AI 交互变成可分支可合并的节点 + Agent Neo（10M token 上下文 \u002F 1000+ 自治步骤）+ Knowledge Garden（文档原子化成 Seeds）+ 40+ AI 模型一站接入 + FlowithOS 早期预览。2024-08 Product Hunt 当日 #1，2026 已有 100 万+ 用户，背后有 Stripe \u002F NVIDIA Inception \u002F Google for Startups \u002F Microsoft \u002F AWS。",[25,2057,2058],{},"适合：研究 \u002F 内容生产 \u002F 网站搭建 \u002F 长期项目 + 多线程并行；要 10M token 超长上下文做深度分析；想画布一眼看整个项目结构；多模型对比 + 长任务自治需求。不适合：纯简单问答（杀鸡用牛刀）；预算紧（credit 消耗快）；线性思维偏好用户（画布反而增加心智负担）；不愿学习曲线的纯小白。",[20,2060,33],{"id":33},[35,2062,2063,2069,2075,2081,2087,2093,2099,2105,2111,2117],{},[38,2064,2065,2068],{},[41,2066,2067],{},"无限 2D 画布","：每次 AI 交互 = 节点，可分支 \u002F 合并 \u002F 并行",[38,2070,2071,2074],{},[41,2072,2073],{},"Agent Neo","：10M token 上下文 + 1000+ 步自治 + 动态适应中间结果",[38,2076,2077,2080],{},[41,2078,2079],{},"Knowledge Garden","：文档拆解成 Seeds 知识单元，按需调用",[38,2082,2083,2086],{},[41,2084,2085],{},"40+ AI 模型","：GPT-5 \u002F Claude \u002F Gemini \u002F DeepSeek \u002F 国产模型并存",[38,2088,2089,2092],{},[41,2090,2091],{},"多线程并行","：同时跑多个 thread，画布一览",[38,2094,2095,2098],{},[41,2096,2097],{},"FlowithOS","：下一代 AI Agent OS（Pro+ 早期预览）",[38,2100,2101,2104],{},[41,2102,2103],{},"iOS App","：2026 上线，移动 workspace 访问",[38,2106,2107,2110],{},[41,2108,2109],{},"图像 \u002F 视频批量","：Pro+ 解锁批处理",[38,2112,2113,2116],{},[41,2114,2115],{},"商业授权","：Pro+ 包含商业使用权",[38,2118,2119,2121],{},[41,2120,1369],{},"：浏览器原生，多设备同步",[20,2123,107],{"id":107},[35,2125,2126,2131,2136,2142],{},[38,2127,2128,2130],{},[41,2129,726],{},"：$0；300 一次性 credits（试水级）",[38,2132,2133,2135],{},[41,2134,732],{},"：$19.90\u002F月（年付 $15.32）；22,000 月度 credits",[38,2137,2138,2141],{},[41,2139,2140],{},"Ultimate","：$49.90\u002F月（年付 $39.92）；85,000 credits + 优先队列",[38,2143,2144,2147],{},[41,2145,2146],{},"Infinite","：$499.90\u002F月（年付 $459.90）；1,000,000 credits + 创始人直通",[132,2149,2150],{},[25,2151,2152],{},"真实成本：跑 Agent Neo 长任务一次 5k-20k credits，Pro 一月 1-3 个完整 Neo 任务 + 日常多线程对话；重度建议 Ultimate 起。",[20,2154,2156],{"id":2155},"实测深度研究-多线程内容生产","实测（深度研究 \u002F 多线程内容生产）",[25,2158,2159],{},[41,2160,145],{},[35,2162,2163,2166,2169,2172,2175,2178,2181],{},[38,2164,2165],{},"画布让整个项目结构一眼可见，比 ChatGPT 翻 thread 高效得多",[38,2167,2168],{},"Agent Neo 跑 10M token 长上下文任务时表现确实超线性 chat",[38,2170,2171],{},"Knowledge Garden 的 Seeds 设计精妙，文档复用无重复 token 成本",[38,2173,2174],{},"40+ 模型一窗体内切换 + 对比",[38,2176,2177],{},"多设备同步流畅",[38,2179,2180],{},"中文支持良好（接入 DeepSeek \u002F GLM 等国产模型）",[38,2182,2183],{},"学术 \u002F 战略 \u002F 内容创作场景非常顺手",[25,2185,2186],{},[41,2187,173],{},[35,2189,2190,2193,2196,2199,2202,2205,2208,2211],{},[38,2191,2192],{},"credit 消耗变化大，前沿模型一条 prompt 烧 5k+ credit",[38,2194,2195],{},"学习曲线明显，画布操作 + 节点连线要花时间",[38,2197,2198],{},"简单问答场景 Flowith 反而慢于 ChatGPT",[38,2200,2201],{},"Free 300 credits 不够体验完整流程",[38,2203,2204],{},"Agent Neo 偶尔『过度自治』产出不可控",[38,2206,2207],{},"移动 iOS 体验不如桌面 Web",[38,2209,2210],{},"商业授权要 Pro 起步，Free \u002F 试用产物商用合规要看条款",[38,2212,2213],{},"价格阶梯陡：Pro $20 → Ultimate $50 → Infinite $500，中端断档",[20,2215,202],{"id":202},[204,2217,2218,2221,2224,2227,2230,2233],{},[38,2219,2220],{},"flowith.io → Free 注册 → 拿 300 credits",[38,2222,2223],{},"新建画布 → 试 Quick Start 模板（research \u002F writing \u002F website）",[38,2225,2226],{},"画布上 + 添加节点 → 选模型 → 输入 prompt → 节点输出 → 拖出新节点延展",[38,2228,2229],{},"Knowledge Garden → 上传 3-5 个 PDF \u002F 笔记 → Seeds 自动生成",[38,2231,2232],{},"Agent Neo → 给一个完整目标（\"做一份 AI Agent 2026 竞品分析报告 + 网站\"）→ 等 30 分钟看结果",[38,2234,2235],{},"看 credit 消耗 → 觉得划算升 Pro \u002F Ultimate",[20,2237,229],{"id":229},[231,2239,2240,2257],{},[234,2241,2242],{},[237,2243,2244,2246,2248,2251,2254],{},[240,2245,242],{},[240,2247,2046],{},[240,2249,2250],{},"Genspark",[240,2252,2253],{},"ChatGPT",[240,2255,2256],{},"Claude",[255,2258,2259,2274,2291,2308,2325,2339,2353],{},[237,2260,2261,2263,2266,2269,2272],{},[260,2262,1694],{},[260,2264,2265],{},"无限画布 + 节点",[260,2267,2268],{},"多 Agent + Sparkpage",[260,2270,2271],{},"线性 chat",[260,2273,2271],{},[237,2275,2276,2279,2282,2285,2288],{},[260,2277,2278],{},"自治 agent",[260,2280,2281],{},"✅ Neo 1000+ 步",[260,2283,2284],{},"✅ Super Agent",[260,2286,2287],{},"✅ Operator",[260,2289,2290],{},"❌（API 走）",[237,2292,2293,2296,2299,2302,2305],{},[260,2294,2295],{},"上下文",[260,2297,2298],{},"10M token",[260,2300,2301],{},"200K",[260,2303,2304],{},"1M（GPT-5）",[260,2306,2307],{},"1M（Claude）",[237,2309,2310,2313,2316,2319,2322],{},[260,2311,2312],{},"模型数",[260,2314,2315],{},"40+",[260,2317,2318],{},"多家",[260,2320,2321],{},"OpenAI",[260,2323,2324],{},"Anthropic",[237,2326,2327,2330,2333,2335,2337],{},[260,2328,2329],{},"Knowledge base",[260,2331,2332],{},"✅ Seeds",[260,2334,346],{},[260,2336,680],{},[260,2338,680],{},[237,2340,2341,2343,2346,2349,2351],{},[260,2342,1046],{},[260,2344,2345],{},"$19.90\u002F月",[260,2347,2348],{},"$25\u002F月",[260,2350,304],{},[260,2352,304],{},[237,2354,2355,2357,2360,2363,2366],{},[260,2356,385],{},[260,2358,2359],{},"深度多线程 + 长任务",[260,2361,2362],{},"全能 Super Agent",[260,2364,2365],{},"通用",[260,2367,2368],{},"Coding \u002F 长文",[20,2370,400],{"id":400},[35,2372,2373,2379,2385,2391,2397,2403,2409,2415,2420,2426],{},[38,2374,2375,2378],{},[41,2376,2377],{},"从 Pro 起","：Free 300 credits 玩不出深度",[38,2380,2381,2384],{},[41,2382,2383],{},"Knowledge Garden 文档先放进去","：所有任务再调用，省 token",[38,2386,2387,2390],{},[41,2388,2389],{},"Agent Neo 任务先小后大","：先 100 步任务感受效果，再上 1000 步",[38,2392,2393,2396],{},[41,2394,2395],{},"credit 监控","：Settings 看每日消耗，前沿模型烧得快",[38,2398,2399,2402],{},[41,2400,2401],{},"画布命名清晰","：节点 \u002F 分支 \u002F 项目名字要规范，否则一周后看不懂自己画的",[38,2404,2405,2408],{},[41,2406,2407],{},"年付折扣","：Pro 年付 $15.32 vs 月付 $19.90 一年省 $55",[38,2410,2411,2414],{},[41,2412,2413],{},"商业产物","：Free 试用产物商用前看条款，Pro+ 才有 commercial license",[38,2416,2417,2419],{},[41,2418,371],{},"：iOS App 用于查看 \u002F 复用，深度编辑回桌面 Web",[38,2421,2422,2425],{},[41,2423,2424],{},"不要把 Flowith 当 ChatGPT 用","：简单问答用 ChatGPT，复杂多分支用 Flowith",[38,2427,2428,2431],{},[41,2429,2430],{},"Seeds 数量","：单 Knowledge Garden 不要塞太多，分主题建多个 Garden",[20,2433,460],{"id":459},[35,2435,2436,2439,2442,2445,2448,2451,2454,2457],{},[38,2437,2438],{},"✅ 深度研究 \u002F 长篇内容 \u002F 长期项目",[38,2440,2441],{},"✅ 要 10M token 超长上下文做综合分析",[38,2443,2444],{},"✅ 多模型 + 多线程并行 + 画布化思考者",[38,2446,2447],{},"✅ 自治 agent 跑长任务（Neo 1000+ 步）",[38,2449,2450],{},"❌ 纯简单问答（用 ChatGPT \u002F Claude）",[38,2452,2453],{},"❌ 预算极紧 + 不愿学习曲线",[38,2455,2456],{},"❌ 线性思维 + 单线程偏好",[38,2458,2459],{},"❌ 严格自托管 \u002F 数据零云（Flowith 是 SaaS）",[20,2461,489],{"id":489},[35,2463,2464,2470,2475],{},[38,2465,2466],{},[495,2467,2469],{"href":2468},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fgenspark","Genspark 评测",[38,2471,2472],{},[495,2473,2474],{"href":583},"Alice 评测",[38,2476,2477],{},[495,2478,498],{"href":497},[20,2480,513],{"id":513},[204,2482,2483,2490,2497,2504],{},[38,2484,2485,2486],{},"Flowith 官网 + Pricing ",[495,2487,2488],{"href":2488,"rel":2489},"https:\u002F\u002Fflowith.io",[523],[38,2491,2492,2493],{},"Toolworthy — Flowith AI Review 2026（Agent Neo \u002F Knowledge Garden）",[495,2494,2495],{"href":2495,"rel":2496},"https:\u002F\u002Fwww.toolworthy.ai\u002Ftool\u002Fflowith-ai",[523],[38,2498,2499,2500],{},"BlockSentient — Flowith 详细评测 + 价格 + FAQ ",[495,2501,2502],{"href":2502,"rel":2503},"https:\u002F\u002Fblocksentient.com\u002Freview\u002Fflowith",[523],[38,2505,2506,2507],{},"OpenTools — Flowith Review May 2026 ",[495,2508,2509],{"href":2509,"rel":2510},"https:\u002F\u002Fopentools.ai\u002Ftools\u002Fflowith",[523],{"title":546,"searchDepth":547,"depth":547,"links":2512},[2513,2514,2515,2516,2517,2518,2519,2520,2521,2522],{"id":22,"depth":550,"text":23},{"id":33,"depth":550,"text":33},{"id":107,"depth":550,"text":107},{"id":2155,"depth":550,"text":2156},{"id":202,"depth":550,"text":202},{"id":229,"depth":550,"text":229},{"id":400,"depth":550,"text":400},{"id":459,"depth":550,"text":460},{"id":489,"depth":550,"text":489},{"id":513,"depth":550,"text":513},"\u002Fimg\u002Ftools\u002Fflowith.webp","Flowith 真实评测：Flowith Technologies Pte. Ltd.（新加坡，2023 创立，Yichen Wu + Derek Nee 联合创办）打造的画布式 AI 工作空间。2024-08 Product Hunt #1。差异点：无限 2D 画布把每次 AI 交互变成可连可分支的节点 + Agent Neo（号称『世界首个无限 agent』10M token 上下文 \u002F 1000+ 步骤）+ Knowledge Garden（文档拆解成 Seeds 知识单元）+ 40+ AI 模型一站接入 + FlowithOS 早期预览 + iOS App。Free \u002F Pro $19.90 \u002F Ultimate $49.90 \u002F Infinite $499.90。",[2526,2529,2532,2535],{"q":2527,"a":2528},"Agent Neo 是什么？","Flowith 的自治 agent，10M token 上下文窗口（约 7500 页）+ 1000+ 推理步骤。给一个目标（研究 \u002F 内容 \u002F 建站 \u002F 竞争分析），它自主规划子任务、网络搜索、文档分析、综合结论、迭代输出。和单回合 ChatGPT 区别在于持续运行直到任务完成，可自动建网站 \u002F 写报告 \u002F 做策略。",{"q":2530,"a":2531},"Knowledge Garden 怎么用？","上传 PDF \u002F 笔记 \u002F 文件后，Flowith 把它们『原子化』成离散的 Seeds（知识单元）。任何 canvas 节点可调用相关 Seeds 做 RAG，无需手动复制粘贴。和 NotebookLM 类似但深度集成画布工作流。",{"q":2533,"a":2534},"credit 怎么算？","Credit-based 模型按 token + 任务类型计费。文本：基础模型 100 \u002F 百万 token，GPT-5 等前沿模型 15,000 \u002F 百万 token。图像 20-190 credits\u002F张，视频 475-6000 credits\u002F条。Free 一次性 300 credits 只够试水；Pro 22k credits 中等用户够；重度跑 Agent Neo 长任务建议 Ultimate 起。建议先 Pro 试一个月看消耗再升级。",{"q":2536,"a":2537},"和 ChatGPT \u002F Claude 怎么选？","ChatGPT \u002F Claude 适合线性快问快答，每次一条 thread。Flowith 适合多分支并行 + 项目级长期上下文 + 自治长任务，画布让整个项目一眼可见。简单问答用 ChatGPT；多线程深度研究 \u002F 内容生产 + 自治 agent → Flowith。两者互补。",[579,1241,1242],{},[2541,2542,2543],"web","ios","macos-flowithos",[2545,2549,2552,2556],{"plan":2546,"price":1055,"features":2547,"notes":2548},"Starter (Free)","300 一次性 credits + 标准模型 + 5 并发 + 2 设备 + 标准速度","试水",{"plan":732,"price":2345,"features":2550,"notes":2551},"22,000 月度 credits + 40+ 模型 + 50 并发 + 5 设备 + 图像\u002F视频批量 + FlowithOS 早期","年付 $15.32\u002F月",{"plan":2140,"price":2553,"features":2554,"notes":2555},"$49.90\u002F月","85,000 月度 credits + 100 并发 + 高速处理 + 优先队列","年付 $39.92\u002F月",{"plan":2146,"price":2557,"features":2558,"notes":2559},"$499.90\u002F月","1,000,000 月度 credits + 不限并发 + 最高速 + 优先支持 + 创始人直通 + 1-on-1 onboard","年付 $459.90\u002F月","Free (300 一次性 credits) \u002F Pro $19.90·月 \u002F Ultimate $49.90·月 \u002F Infinite $499.90·月（年付 8 折）",[2562],"onboarding\u002Fcanvas-ai-research-workflow",[2564],"manus-deep-review",{"power":608,"ux":607,"price":547,"cn_support":607,"stability":607},{"title":2046,"description":2524},"Flowith 评测 2026：无限画布 AI 工作空间，10M token 上下文",[2569,2571,2573,2575],{"name":2570,"url":2488,"accessed":614},"Flowith 官网",{"name":2572,"url":2495,"accessed":614},"Toolworthy — Flowith Review 2026",{"name":2574,"url":2502,"accessed":614},"BlockSentient — Flowith 2026 详细评测",{"name":2576,"url":2509,"accessed":614},"OpenTools — Flowith Review May 2026","tools\u002Fagent\u002Fgeneral\u002Fflowith","无限画布 AI 工作空间——Agent Neo 10M token 上下文 + 1000+ 步自治 + 40+ 模型 + Knowledge Garden",[2580,625,2581,2582,2583],"canvas","agentic","knowledge-base","flowith","线性 chat 装不下的复杂深度工作专用——研究 \u002F 报告 \u002F 网站搭建 \u002F 长期项目首选画布。简单问答 \u002F 短任务用 ChatGPT \u002F Claude 即可，Flowith 学习曲线 + credit 消耗都偏高。","Lv_2l8RAYu-DUI_PVbhxEE46JEdqzWtqIN9hGPcdI-s",1785660639051]