[{"data":1,"prerenderedAt":1408},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-alice-vs-openclaw":9,"compare-a-alice":10,"compare-b-openclaw":631},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":561,"chinese_friendly":548,"cover":562,"description":563,"domestic":564,"extension":565,"faq":566,"free":564,"github":9,"languages":579,"lastVerified":9,"meta":581,"models":9,"navigation":582,"notSuitable":9,"opensource":564,"path":583,"pillar":584,"platforms":585,"priceTable":589,"pricing":602,"published":603,"relatedPlaybooks":604,"relatedReviews":9,"score":606,"self_host":564,"seo":609,"seoTitle":9,"slug":610,"sources":611,"stem":620,"suitable":9,"tagline":621,"tags":622,"updated":613,"verdict":628,"website":629,"__hash__":630},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Falice.md","Alice",[14,15,16],"agent\u002Fdesktop\u002Fclaude-desktop","agent\u002Fdesktop\u002Fopenclaw","agent\u002Fgeneral\u002Fflowith",{"type":18,"value":19,"toc":546},"minimark",[20,25,29,32,35,106,109,132,138,142,147,170,175,201,204,228,231,399,402,458,462,488,491,512,515],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"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。",[26,30,31],{},"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。",[21,33,34],{"id":34},"核心能力",[36,37,38,46,52,58,64,70,76,82,88,94,100],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"全局快捷键唤起","：任何应用按 hotkey 召唤 AI",[39,47,48,51],{},[42,49,50],{},"BYO API Key","：OpenAI \u002F Anthropic \u002F Gemini \u002F xAI Grok \u002F Groq \u002F OpenRouter",[39,53,54,57],{},[42,55,56],{},"50+ Assistants","：'Deal Closer' \u002F 'Bug Hunter' \u002F 'Meeting Genius' 等开箱即用角色",[39,59,60,63],{},[42,61,62],{},"200+ Skills","：power user 社区贡献的能力包",[39,65,66,69],{},[42,67,68],{},"MCP 集成","：可调用 MCP server 工具",[39,71,72,75],{},[42,73,74],{},"自动化对接","：Zapier \u002F Make \u002F n8n + 无代码工作流",[39,77,78,81],{},[42,79,80],{},"Memory & Documents","：项目文档 + 偏好记忆，无需重复输入",[39,83,84,87],{},[42,85,86],{},"数据本地","：所有对话 \u002F 设置 \u002F 偏好仅本地存储",[39,89,90,93],{},[42,91,92],{},"多模型在一窗口","：GPT-5.x \u002F Claude \u002F Gemini \u002F Grok \u002F Llama 切换",[39,95,96,99],{},[42,97,98],{},"CSV \u002F 邮件 \u002F 日程","：直接读本地 CSV \u002F Calendar \u002F 起草邮件 \u002F Todo",[39,101,102,105],{},[42,103,104],{},"3 周免费试用","：体验完整再决策",[21,107,108],{"id":108},"价格",[36,110,111,117,123,129],{},[39,112,113,116],{},[42,114,115],{},"Free Trial","：3 周完整功能，无信用卡",[39,118,119,122],{},[42,120,121],{},"Personal","：~$59 一次买断（永久授权 + 永久更新）",[39,124,125,128],{},[42,126,127],{},"Business \u002F Pro","：~$99 一次买断 + 优先支持 + 商用授权",[39,130,131],{},"API 费用单算（OpenAI \u002F Anthropic 按 token 计费）",[133,134,135],"blockquote",{},[26,136,137],{},"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。",[21,139,141],{"id":140},"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）",[26,143,144],{},[42,145,146],{},"亮点：",[36,148,149,152,155,158,161,164,167],{},[39,150,151],{},"全局 hotkey 召唤体验在 macOS 上非常顺，比开浏览器 + 切 tab 快 10 倍",[39,153,154],{},"多模型对比：同问题同时跑 GPT-5 + Claude Opus + Gemini 看差异",[39,156,157],{},"50+ Assistants 节省 prompt engineering 时间",[39,159,160],{},"数据本地 + 无 telemetry，隐私党非常友好",[39,162,163],{},"一次买断 vs 多家月费的累计性价比高",[39,165,166],{},"BYO API 让账单透明，不会有平台抽成",[39,168,169],{},"MCP 让本地工具可被 AI 调用，文件系统 \u002F DB \u002F Shell",[26,171,172],{},[42,173,174],{},"踩坑：",[36,176,177,180,183,186,189,192,195,198],{},[39,178,179],{},"API Key 管理复杂：每家都要单独申请 + 充值 + 监控配额",[39,181,182],{},"使用量爆冷热不均，BYO 模型 API 费偶尔月底惊喜",[39,184,185],{},"移动端缺失，出门用不上",[39,187,188],{},"Linux 版本更新偶尔比 macOS 慢",[39,190,191],{},"中文 prompt 效果依赖底层模型，UI 英文为主",[39,193,194],{},"50+ Assistants 质量参差，要挑高赞的用",[39,196,197],{},"团队协作 \u002F 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Cmd+\u002F",[39,441,442,445],{},[42,443,444],{},"中文场景","：自带 API 接 DeepSeek \u002F Qwen \u002F GLM 走 OpenRouter，prompt 用中文 OK",[39,447,448,451],{},[42,449,450],{},"不要一次升级到最新版","：5.x 改动大，pin minor 版本观察社区反馈",[39,453,454,457],{},[42,455,456],{},"MCP server","：信任来源很重要，能访问的目录 \u002F 工具要审慎",[21,459,461],{"id":460},"适合-不适合","适合 \u002F 不适合",[36,463,464,467,470,473,476,479,482,485],{},[39,465,466],{},"✅ macOS \u002F Windows 主力 + 想全局 hotkey 唤起 AI",[39,468,469],{},"✅ 多模型用户不想被单 vendor 锁定",[39,471,472],{},"✅ 隐私敏感 + 数据全本地",[39,474,475],{},"✅ 自由职业 \u002F 个人开发者 + 不愿月费",[39,477,478],{},"❌ 纯网页党 \u002F iPad \u002F 移动主力",[39,480,481],{},"❌ 团队协作 + 共享 workspace（用 Claude Team \u002F ChatGPT Team）",[39,483,484],{},"❌ 不想管理 API Key 的纯用户",[39,486,487],{},"❌ 中国大陆海外卡 + API 不可得",[21,489,490],{"id":490},"相关阅读",[36,492,493,500,506],{},[39,494,495],{},[496,497,499],"a",{"href":498},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Claude Desktop 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",[496,543,544],{"href":544,"rel":545},"https:\u002F\u002Fskywork.ai\u002Fskypage\u002Fen\u002Falice-ai-bot-guide\u002F2028644172050882560",[524],{"title":547,"searchDepth":548,"depth":548,"links":549},"",3,[550,552,553,554,555,556,557,558,559,560],{"id":23,"depth":551,"text":24},2,{"id":34,"depth":551,"text":34},{"id":108,"depth":551,"text":108},{"id":140,"depth":551,"text":141},{"id":203,"depth":551,"text":203},{"id":230,"depth":551,"text":230},{"id":401,"depth":551,"text":401},{"id":460,"depth":551,"text":461},{"id":490,"depth":551,"text":490},{"id":514,"depth":551,"text":514},"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",[567,570,573,576],{"q":568,"a":569},"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":571,"a":572},"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":574,"a":575},"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":577,"a":578},"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。",[580],"en",{},true,"\u002Ftools\u002Fagent\u002Fgeneral\u002Falice","agent",[586,587,588],"macos","windows","linux",[590,594,598],{"plan":115,"price":591,"features":592,"notes":593},"$0 · 3 周","完整功能体验","无信用卡",{"plan":121,"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":127,"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":548,"stability":607},4,5,{"title":12,"description":563},"agent\u002Fgeneral\u002Falice",[612,614,616,618],{"name":519,"url":522,"accessed":613},"2026-06-24",{"name":615,"url":530,"accessed":613},"Comparateur-IA — Alice AI Review 2026",{"name":617,"url":537,"accessed":613},"AI Tools Cafe — Alice Pricing & Features 2026",{"name":619,"url":544,"accessed":613},"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",[623,624,625,626,627,586],"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","-juFVoVCOe2IMWYOktV5tVOtNYMShjUQt6rV32PxbPE",{"id":632,"title":633,"alternatives":634,"api_compatible":9,"body":637,"category":1356,"chinese_friendly":607,"cover":1357,"description":1358,"domestic":564,"extension":565,"faq":1359,"free":564,"github":9,"languages":1371,"lastVerified":9,"meta":1374,"models":9,"navigation":582,"notSuitable":9,"opensource":582,"path":504,"pillar":584,"platforms":1375,"priceTable":1377,"pricing":1381,"published":603,"relatedPlaybooks":1382,"relatedReviews":9,"score":1384,"self_host":582,"seo":1385,"seoTitle":9,"slug":15,"sources":1386,"stem":1395,"suitable":9,"tagline":1396,"tags":1397,"updated":613,"verdict":1405,"website":1406,"__hash__":1407},"tools\u002Ftools\u002Fagent\u002Fdesktop\u002Fopenclaw.md","OpenClaw",[14,635,636],"agent\u002Fdesktop\u002Fautoglm","agent\u002Fdesktop\u002Fcrush",{"type":18,"value":638,"toc":1344},[639,641,644,647,649,717,719,733,737,741,764,768,794,796,984,987,1019,1021,1196,1198,1260,1262,1288,1290,1308,1310,1340],[21,640,24],{"id":23},[26,642,643],{},"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。",[26,645,646],{},"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。",[21,648,34],{"id":34},[36,650,651,657,663,669,675,681,687,693,699,705,711],{},[39,652,653,656],{},[42,654,655],{},"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",[39,658,659,662],{},[42,660,661],{},"Skills 插件系统","：YAML 描述 + 一键安装 + ClawHub 5400+ 社区市场",[39,664,665,668],{},[42,666,667],{},"多 Agent 隔离","：work \u002F personal \u002F test 角色独立记忆 + 任务",[39,670,671,674],{},[42,672,673],{},"30 分钟 Heartbeat","：真正 7×24 主动运行",[39,676,677,680],{},[42,678,679],{},"Cron 调度","：自然语言生成定时任务，无需写 Cron 表达式",[39,682,683,686],{},[42,684,685],{},"本地长期记忆","：~\u002F.openclaw\u002Fmemory\u002Flong-term.json",[39,688,689,692],{},[42,690,691],{},"沙箱权限模式","：区分敏感操作权限，避免误操作",[39,694,695,698],{},[42,696,697],{},"多 LLM provider","：GPT \u002F Claude \u002F Gemini \u002F 本地 Ollama \u002F Z.AI \u002F OpenRouter",[39,700,701,704],{},[42,702,703],{},"MCP 兼容","：可调用 MCP server",[39,706,707,710],{},[42,708,709],{},"Web Control UI","：浏览器仪表盘（chat \u002F config \u002F sessions \u002F nodes）",[39,712,713,716],{},[42,714,715],{},"macOS app + iOS \u002F Android 移动 node","：跨设备触发",[21,718,108],{"id":108},[36,720,721,727,730],{},[39,722,723,726],{},[42,724,725],{},"Self-host OSS","：$0；MIT 完全开放",[39,728,729],{},"真实成本 = LLM API（GPT \u002F Claude 走 API 计费）或 $0（本地 Ollama）",[39,731,732],{},"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",[21,734,736],{"id":735},"实测个人-724-监控告警-简报","实测（个人 7×24 + 监控告警 + 简报）",[26,738,739],{},[42,740,146],{},[36,742,743,746,749,752,755,758,761],{},[39,744,745],{},"IM 一句话支使 AI 体验是真『未来感』，离开电脑也能干活",[39,747,748],{},"Heartbeat 让定时任务 + 监控钩子真正后台运行，不靠操作系统 Cron",[39,750,751],{},"ClawHub 5400+ Skills 覆盖几乎所有日常需求",[39,753,754],{},"多 Agent 隔离让工作 \u002F 生活 prompt 不串",[39,756,757],{},"本地 Ollama 路径让数据 + 隐私完全自主",[39,759,760],{},"微信 \u002F 钉钉 \u002F 飞书 plugin 让国内用户无网络 \u002F 支付门槛",[39,762,763],{},"MIT 协议 + 社区驱动，企业内部部署合规友好",[26,765,766],{},[42,767,174],{},[36,769,770,773,776,779,782,785,788,791],{},[39,771,772],{},"Node 24 推荐 \u002F 22 LTS 兜底，Node 18 已经勉强（最新 Skill 偶有兼容问题）",[39,774,775],{},"Skill 质量参差，社区 5400+ 里要挑信任作者",[39,777,778],{},"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",[39,780,781],{},"多 Agent 隔离的 memory 文件可能膨胀，要定期清理",[39,783,784],{},"Heartbeat 频繁触发 LLM 调用会推高 API 费用，预算控制要配 budget cap",[39,786,787],{},"Web Control UI 在大量 session 下渲染偏慢",[39,789,790],{},"沙箱模式默认权限保守，复杂自动化要手动放权",[39,792,793],{},"Windows 纯生兼容差，建议 WSL2 \u002F Docker 路径",[21,795,203],{"id":203},[797,798,802],"pre",{"className":799,"code":800,"language":801,"meta":547,"style":547},"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",[803,804,805,814,831,839,844,849,870,881,887,892,898,910,935,940,946,954,959,965,973],"code",{"__ignoreMap":547},[806,807,810],"span",{"class":808,"line":809},"line",1,[806,811,813],{"class":812},"sJ8bj","# 方法一：NPM\n",[806,815,816,820,824,828],{"class":808,"line":551},[806,817,819],{"class":818},"sScJk","npm",[806,821,823],{"class":822},"sZZnC"," install",[806,825,827],{"class":826},"sj4cs"," -g",[806,829,830],{"class":822}," openclaw\n",[806,832,833,836],{"class":808,"line":548},[806,834,835],{"class":818},"openclaw",[806,837,838],{"class":826}," --version\n",[806,840,841],{"class":808,"line":607},[806,842,843],{"emptyLinePlaceholder":582},"\n",[806,845,846],{"class":808,"line":608},[806,847,848],{"class":812},"# 方法二：Docker\n",[806,850,852,855,858,861,864,867],{"class":808,"line":851},6,[806,853,854],{"class":818},"docker",[806,856,857],{"class":822}," run",[806,859,860],{"class":826}," -d",[806,862,863],{"class":826}," --name",[806,865,866],{"class":822}," openclaw",[806,868,869],{"class":826}," \\\n",[806,871,873,876,879],{"class":808,"line":872},7,[806,874,875],{"class":826},"  -v",[806,877,878],{"class":822}," ~\u002F.openclaw:\u002Froot\u002F.openclaw",[806,880,869],{"class":826},[806,882,884],{"class":808,"line":883},8,[806,885,886],{"class":822},"  openclaw\u002Fopenclaw:latest\n",[806,888,890],{"class":808,"line":889},9,[806,891,843],{"emptyLinePlaceholder":582},[806,893,895],{"class":808,"line":894},10,[806,896,897],{"class":812},"# 方法三：源码\n",[806,899,901,904,907],{"class":808,"line":900},11,[806,902,903],{"class":818},"git",[806,905,906],{"class":822}," clone",[806,908,909],{"class":822}," https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw.git\n",[806,911,913,916,918,922,924,926,928,930,932],{"class":808,"line":912},12,[806,914,915],{"class":826},"cd",[806,917,866],{"class":822},[806,919,921],{"class":920},"sVt8B"," && ",[806,923,819],{"class":818},[806,925,823],{"class":822},[806,927,921],{"class":920},[806,929,819],{"class":818},[806,931,857],{"class":822},[806,933,934],{"class":822}," start\n",[806,936,938],{"class":808,"line":937},13,[806,939,843],{"emptyLinePlaceholder":582},[806,941,943],{"class":808,"line":942},14,[806,944,945],{"class":812},"# 引导配置（model \u002F channel \u002F 权限）\n",[806,947,949,951],{"class":808,"line":948},15,[806,950,835],{"class":818},[806,952,953],{"class":822}," onboard\n",[806,955,957],{"class":808,"line":956},16,[806,958,843],{"emptyLinePlaceholder":582},[806,960,962],{"class":808,"line":961},17,[806,963,964],{"class":812},"# 启动\n",[806,966,968,970],{"class":808,"line":967},18,[806,969,835],{"class":818},[806,971,972],{"class":812},"                 # CLI\n",[806,974,976,978,981],{"class":808,"line":975},19,[806,977,835],{"class":818},[806,979,980],{"class":822}," dashboard",[806,982,983],{"class":812},"       # Web UI\n",[26,985,986],{},"配本地免费 Ollama：",[797,988,990],{"className":799,"code":989,"language":801,"meta":547,"style":547},"ollama pull llama3\nopenclaw config set ai.provider \"ollama\"\n",[803,991,992,1003],{"__ignoreMap":547},[806,993,994,997,1000],{"class":808,"line":809},[806,995,996],{"class":818},"ollama",[806,998,999],{"class":822}," pull",[806,1001,1002],{"class":822}," llama3\n",[806,1004,1005,1007,1010,1013,1016],{"class":808,"line":551},[806,1006,835],{"class":818},[806,1008,1009],{"class":822}," config",[806,1011,1012],{"class":822}," set",[806,1014,1015],{"class":822}," ai.provider",[806,1017,1018],{"class":822}," \"ollama\"\n",[21,1020,230],{"id":230},[232,1022,1023,1039],{},[235,1024,1025],{},[238,1026,1027,1029,1031,1033,1036],{},[241,1028,243],{},[241,1030,633],{},[241,1032,251],{},[241,1034,1035],{},"AutoGLM",[241,1037,1038],{},"Crush",[256,1040,1041,1058,1072,1086,1102,1116,1133,1148,1164,1180],{},[238,1042,1043,1046,1049,1052,1055],{},[261,1044,1045],{},"形态",[261,1047,1048],{},"IM 网关 + 多 Agent 自治",[261,1050,1051],{},"桌面客户端 + MCP",[261,1053,1054],{},"Phone\u002FWeb GUI agent",[261,1056,1057],{},"终端 TUI agent",[238,1059,1060,1063,1066,1068,1070],{},[261,1061,1062],{},"7×24 Heartbeat",[261,1064,1065],{},"✅ 30 分钟",[261,1067,347],{},[261,1069,347],{},[261,1071,347],{},[238,1073,1074,1077,1080,1082,1084],{},[261,1075,1076],{},"多 IM 渠道",[261,1078,1079],{},"✅ 20+",[261,1081,347],{},[261,1083,347],{},[261,1085,347],{},[238,1087,1088,1091,1094,1097,1099],{},[261,1089,1090],{},"Skills 市场",[261,1092,1093],{},"✅ ClawHub 5400+",[261,1095,1096],{},"✅ MCP Connectors",[261,1098,347],{},[261,1100,1101],{},"✅ Agent Skills 标准",[238,1103,1104,1106,1108,1111,1113],{},[261,1105,667],{},[261,1107,282],{},[261,1109,1110],{},"Projects",[261,1112,347],{},[261,1114,1115],{},"session",[238,1117,1118,1121,1124,1127,1130],{},[261,1119,1120],{},"开源",[261,1122,1123],{},"✅ MIT",[261,1125,1126],{},"闭源",[261,1128,1129],{},"✅ MIT 模型 + Apache 代码",[261,1131,1132],{},"FSL-1.1-MIT",[238,1134,1135,1138,1141,1143,1146],{},[261,1136,1137],{},"本地 LLM",[261,1139,1140],{},"✅ Ollama 友好",[261,1142,347],{},[261,1144,1145],{},"✅ 9B 自模型",[261,1147,282],{},[238,1149,1150,1153,1156,1159,1161],{},[261,1151,1152],{},"中国大陆友好",[261,1154,1155],{},"✅ 完全",[261,1157,1158],{},"❌ 支付",[261,1160,282],{},[261,1162,1163],{},"✅ 部分",[238,1165,1166,1169,1172,1175,1177],{},[261,1167,1168],{},"起价",[261,1170,1171],{},"$0",[261,1173,1174],{},"$20\u002F月 +",[261,1176,1171],{},[261,1178,1179],{},"$0 + API",[238,1181,1182,1184,1187,1190,1193],{},[261,1183,386],{},[261,1185,1186],{},"7×24 IM 触发个人 agent",[261,1188,1189],{},"MCP 生态桌面",[261,1191,1192],{},"Phone GUI",[261,1194,1195],{},"终端 power user",[21,1197,401],{"id":401},[36,1199,1200,1206,1212,1218,1224,1230,1236,1242,1248,1254],{},[39,1201,1202,1205],{},[42,1203,1204],{},"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",[39,1207,1208,1211],{},[42,1209,1210],{},"API 预算控制","：Heartbeat + 多 Agent 会放大 LLM 费用，配 budget cap 或本地 Ollama",[39,1213,1214,1217],{},[42,1215,1216],{},"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",[39,1219,1220,1223],{},[42,1221,1222],{},"memory 膨胀","：长期记忆 JSON 文件定期归档 \u002F 清理",[39,1225,1226,1229],{},[42,1227,1228],{},"Node 版本","：Node 24 推荐，Node 18 部分新 Skill 不兼容",[39,1231,1232,1235],{},[42,1233,1234],{},"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",[39,1237,1238,1241],{},[42,1239,1240],{},"数据备份","：~\u002F.openclaw 含所有记忆 + 配置，定期备份",[39,1243,1244,1247],{},[42,1245,1246],{},"Windows 走 WSL2","：原生 Windows 兼容差",[39,1249,1250,1253],{},[42,1251,1252],{},"MCP 复用","：内部 MCP server 可直接调用，不要重复造轮",[39,1255,1256,1259],{},[42,1257,1258],{},"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",[21,1261,461],{"id":460},[36,1263,1264,1267,1270,1273,1276,1279,1282,1285],{},[39,1265,1266],{},"✅ 想从 IM 一句话支使 AI 7×24 干活的 power user",[39,1268,1269],{},"✅ 监控 \u002F 定时简报 \u002F 邮件分拣 \u002F 行情盯盘 \u002F 智能家居",[39,1271,1272],{},"✅ 数据隐私敏感 + 自托管刚需",[39,1274,1275],{},"✅ 中国大陆用户走本地 Ollama 全免费",[39,1277,1278],{},"❌ 纯 GUI \u002F 桌面交互党（用 Claude Desktop）",[39,1280,1281],{},"❌ 不会折腾 Node \u002F Docker \u002F WSL",[39,1283,1284],{},"❌ 要一键就跑的非技术用户",[39,1286,1287],{},"❌ 高强度多 Agent 同时跑 + 预算极紧（API 费会膨胀）",[21,1289,490],{"id":490},[36,1291,1292,1296,1302],{},[39,1293,1294],{},[496,1295,499],{"href":498},[39,1297,1298],{},[496,1299,1301],{"href":1300},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fautoglm","AutoGLM 评测",[39,1303,1304],{},[496,1305,1307],{"href":1306},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fcrush","Crush 评测",[21,1309,514],{"id":514},[205,1311,1312,1319,1326,1333],{},[39,1313,1314,1315],{},"OpenClaw 官方文档（架构 \u002F Gateway \u002F 渠道 \u002F Heartbeat）",[496,1316,1317],{"href":1317,"rel":1318},"https:\u002F\u002Fdocs.openclaw.ai\u002F",[524],[39,1320,1321,1322],{},"技术栈 — OpenClaw 2026 实战指南 ",[496,1323,1324],{"href":1324,"rel":1325},"https:\u002F\u002Fjishuzhan.net\u002Farticle\u002F2058753885218062337",[524],[39,1327,1328,1329],{},"CSDN — OpenClaw 完全指南（35.5 万 stars \u002F Heartbeat \u002F 多 Agent）",[496,1330,1331],{"href":1331,"rel":1332},"https:\u002F\u002Fblog.csdn.net\u002Fweixin_58240054\u002Farticle\u002Fdetails\u002F161197395",[524],[39,1334,1335,1336],{},"腾讯云 — OpenClaw 爆火 + Computer Use Agent 分析 ",[496,1337,1338],{"href":1338,"rel":1339},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2637863",[524],[1341,1342,1343],"style",{},"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: 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