content large_stringlengths 3 20.5k | url large_stringlengths 54 193 | branch large_stringclasses 4 values | source large_stringclasses 42 values | embeddings listlengths 384 384 | score float64 -0.21 0.65 |
|---|---|---|---|---|---|
# 在 Oracle Cloud（OCI）上运行 OpenClaw ## 目标 在 Oracle Cloud 的 \*\*Always Free\*\* ARM 层上运行持久化的 OpenClaw Gateway 网关。 Oracle 的免费层非常适合 OpenClaw（特别是如果你已经有 OCI 账户），但有一些权衡： - ARM 架构（大多数东西都能工作，但某些二进制文件可能仅支持 x86） - 容量和注册可能比较麻烦 ## 成本比较（2026） | 提供商 | 方案 | 配置 | 价格/月 | 说明 | | ------------ | --------------- | --------------------- | ------- | -------------------- | | Oracle Cloud | Always Free ARM | 最多 4 OCPU，24GB RAM | $0 | ARM，容量有限 | | Hetzner | CX22 | 2 vCPU，4GB RAM | ~ $4 | 最便宜的付费选项 | | DigitalOcean | Basic | 1 vCPU，1GB RAM | $6 | 易用的 UI，文档完善 | | Vultr | Cloud Compute | 1 vCPU，1GB RAM | $6 | 多个地区 | | Linode | Nanode | 1 vCPU，1GB RAM | $5 | 现为 Akamai 的一部分 | --- ## 先决条件 - Oracle Cloud 账户（[注册](https://www.oracle.com/cloud/free/)）——如果遇到问题请参阅[社区注册指南](https://gist.github.com/rssnyder/51e3cfedd730e7dd5f4a816143b25dbd) - Tailscale 账户（在 [tailscale.com](https://tailscale.com) 免费） - 约 30 分钟 ## 1) 创建 OCI 实例 1. 登录 [Oracle Cloud Console](https://cloud.oracle.com/) 2. 导航到 \*\*Compute → Instances → Create Instance\*\* 3. 配置： - \*\*Name:\*\* `openclaw` - \*\*Image:\*\* Ubuntu 24.04 (aarch64) - \*\*Shape:\*\* `VM.Standard.A1.Flex`（Ampere ARM） - \*\*OCPUs:\*\* 2（或最多 4） - \*\*Memory:\*\* 12 GB（或最多 24 GB） - \*\*Boot volume:\*\* 50 GB（最多 200 GB 免费） - \*\*SSH key:\*\* 添加你的公钥 4. 点击 \*\*Create\*\* 5. 记录公网 IP 地址 \*\*提示：\*\* 如果实例创建失败并显示"Out of capacity"，尝试不同的可用性域或稍后重试。免费层容量有限。 ## 2) 连接并更新 ```bash # 通过公网 IP 连接 ssh ubuntu@YOUR\_PUBLIC\_IP # 更新系统 sudo apt update && sudo apt upgrade -y sudo apt install -y build-essential ``` \*\*注意：\*\* `build-essential` 是某些依赖项 ARM 编译所必需的。 ## 3) 配置用户和主机名 ```bash # 设置主机名 sudo hostnamectl set-hostname openclaw # 为 ubuntu 用户设置密码 sudo passwd ubuntu # 启用 lingering（注销后保持用户服务运行） sudo loginctl enable-linger ubuntu ``` ## 4) 安装 Tailscale ```bash curl -fsSL https://tailscale.com/install.sh | sh sudo tailscale up --ssh --hostname=openclaw ``` 这会启用 Tailscale SSH，所以你可以从 tailnet 上的任何设备通过 `ssh openclaw` 连接——不需要公网 IP。 验证： ```bash tailscale status ``` \*\*从现在开始，通过 Tailscale 连接：\*\* `ssh ubuntu@openclaw`（或使用 Tailscale IP）。 ## 5) 安装 OpenClaw ```bash curl -fsSL https://openclaw.ai/install.sh | bash source ~/.bashrc ``` 当提示"How do you want to hatch your bot?"时，选择 \*\*"Do this later"\*\*。 > 注意：如果你遇到 ARM 原生构建问题，在使用 Homebrew 之前先从系统包开始（例如 `sudo apt install -y build-essential`）。 ## 6) 配置 Gateway 网关（loopback + 令牌认证）并启用 Tailscale Serve 使用令牌认证作为默认值。它是可预测的，避免需要任何"不安全认证"的控制 UI 标志。 ```bash # 在 VM 上保持 Gateway 网关私有 openclaw config set gateway.bind loopback # 要求 Gateway 网关 + 控制 UI 的认证 openclaw config set gateway.auth.mode token openclaw doctor --generate-gateway-token # 通过 Tailscale Serve 暴露（HTTPS + tailnet 访问） openclaw config set gateway.tailscale.mode serve openclaw config set gateway.trustedProxies '["127.0.0.1"]' systemctl --user restart openclaw-gateway ``` ## 7) 验证 ```bash # 检查版本 openclaw --version # 检查守护进程状态 systemctl --user status openclaw-gateway # 检查 Tailscale Serve tailscale serve status # 测试本地响应 curl http://localhost:18789 ``` ## 8) 锁定 VCN 安全 现在一切正常工作了，锁定 VCN 以阻止除 Tailscale 之外的所有流量。OCI 的虚拟云网络充当网络边缘的防火墙——流量在到达你的实例之前就被阻止。 1. 在 OCI Console 中转到 \*\*Networking → Virtual Cloud Networks\*\* 2. 点击你的 VCN → \*\*Security Lists\*\* → Default Security List 3. \*\*移除\*\*除以下之外的所有入站规则： - `0.0.0.0/0 UDP 41641`（Tailscale） 4. 保留默认出站规则（允许所有出站） 这会在网络边缘阻止端口 22 上的 SSH、HTTP、HTTPS 和其他所有内容。从现在开始，你只能通过 Tailscale 连接。 --- ## 访问控制 UI 从你 Tailscale 网络上的任何设备： ``` https://openclaw..ts.net/ ``` 将 `` 替换为你的 tailnet 名称（在 `tailscale status` 中可见）。 不需要 SSH 隧道。Tailscale 提供： - HTTPS 加密（自动证书） - 通过 Tailscale 身份认证 - 从 tailnet 上的任何设备（笔记本电脑、手机等）访问 --- ## 安全：VCN + Tailscale（推荐基线） 通过锁定 VCN（仅开放 UDP 41641）并将 Gateway 网关绑定到 loopback，你获得了强大的纵深防御：公共流量在网络边缘被阻止，管理访问通过你的 tailnet 进行。 此设置通常消除了纯粹为了阻止互联网范围的 SSH 暴力破解而需要额外的基于主机的防火墙规则的\*需求\*——但你仍应保持操作系统更新，运行 `openclaw security audit`，并验证你没有意外地在公共接口上监听。 ### 已经受保护的内容 | 传统步骤 | 是否需要？ | 原因 | | --------------- | ---------- | ------------------------------------------------ | | UFW 防火墙 | 否 | VCN 在流量到达实例之前就阻止了 | | fail2ban | 否 | 如果端口 22 在 VCN 被阻止则无暴力破解 | | sshd 加固 | 否 | Tailscale SSH 不使用 sshd | | 禁用 root 登录 | 否 | Tailscale 使用 Tailscale 身份，而不是系统用户 | | 仅 SSH 密钥认证 | 否 | Tailscale 通过你的 tailnet 认证 | | IPv6 加固 | 通常不需要 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/oracle.md | main | opebclaw | [
-0.04480570927262306,
0.03260626643896103,
-0.016400227323174477,
-0.03196127340197563,
0.008163057267665863,
-0.09134858101606369,
-0.004848944954574108,
-0.004136226139962673,
0.02311723306775093,
0.024525588378310204,
0.1215658113360405,
-0.0436319038271904,
0.0044438764452934265,
-0.0943174958229065,
0.02601458691060543,
0.07010611891746521,
-0.05768008530139923,
-0.05406762659549713,
-0.008739805780351162,
-0.02831532619893551,
-0.01239528227597475,
-0.03842967376112938,
-0.04329482465982437,
-0.016749391332268715,
-0.0333113856613636,
0.010104185901582241,
-0.07318941503763199,
0.004938306752592325,
0.02247435785830021,
-0.09418594837188721,
-0.050092026591300964,
0.14593519270420074,
-0.030490485951304436,
0.05442999303340912,
0.1027611568570137,
0.026492269709706306,
0.05498281866312027,
-0.09346669167280197,
-0.06905905157327652,
-0.03781621903181076,
-0.01218544039875269,
-0.06267598271369934,
-0.00899202935397625,
-0.009287224151194096,
-0.02401762269437313,
0.008145052008330822,
-0.028964858502149582,
-0.07456099987030029,
-0.02864319644868374,
0.01873204857110977,
-0.06150646507740021,
-0.003044823417440057,
-0.07937580347061157,
-0.025456277653574944,
0.04159824922680855,
0.0139038460329175,
-0.02220364287495613,
0.015481657348573208,
0.034161049872636795,
0.017306696623563766,
-0.03477875143289566,
0.00879240594804287,
-0.023767640814185143,
0.06910631060600281,
-0.07761580497026443,
0.028044382110238075,
-0.011059579439461231,
-0.028068454936146736,
-0.04326328635215759,
0.005350193008780479,
-0.04466141760349274,
-0.01428987830877304,
0.004564469214528799,
0.00457839434966445,
-0.0739917978644371,
-0.012338604778051376,
0.07604081928730011,
-0.019089339300990105,
-0.03733161836862564,
-0.09253841638565063,
-0.026357293128967285,
0.06067568063735962,
-0.04355136305093765,
0.015477991662919521,
-0.06230335310101509,
0.0707392543554306,
0.01750897243618965,
-0.046681538224220276,
0.11686164140701294,
-0.0595877431333065,
0.03228218853473663,
-0.00208508362993598,
-0.02589719183743,
0.024658294394612312,
-0.002210860140621662,
-0.019733799621462822,
0.07200930267572403,
-0.046458516269922256,
-0.036533769220113754,
0.05978521332144737,
0.03665388002991676,
0.0863829106092453,
0.050952695310115814,
0.018484534695744514,
-0.13943743705749512,
0.019304852932691574,
-0.0070131681859493256,
0.03567647188901901,
0.014585321769118309,
-0.0003817290998995304,
-0.005238708108663559,
-0.05730915442109108,
0.05112233757972717,
-0.1350705772638321,
-0.03259654715657234,
0.03107016533613205,
-0.14033697545528412,
-0.11498583108186722,
-0.030622068792581558,
-0.025419099256396294,
0.015505407005548477,
-0.04850101098418236,
-0.028131816536188126,
-0.0033554728142917156,
-0.07239624857902527,
0.03146107494831085,
0.05549315735697746,
-9.714703166702903e-34,
-0.026849089190363884,
-0.0025585913099348545,
-0.019877437502145767,
-0.12915395200252533,
0.09768277406692505,
-0.04859545826911926,
0.031339749693870544,
0.013879948295652866,
-0.14105157554149628,
0.09334710985422134,
-0.03837408870458603,
0.005907214246690273,
-0.07944514602422714,
0.022468535229563713,
0.11530238389968872,
-0.06638844311237335,
0.0300990492105484,
0.019570812582969666,
0.006223634816706181,
-0.02123117819428444,
0.04251086339354515,
-0.02729436755180359,
-0.019651031121611595,
-0.07314560562372208,
0.07501032948493958,
0.017605002969503403,
0.05449124798178673,
0.00047179311513900757,
0.04362674802541733,
0.048854220658540726,
0.035423215478658676,
-0.050004757940769196,
-0.051483627408742905,
-0.0336710661649704,
-0.06263232231140137,
-0.0033082400914281607,
-0.11618725210428238,
-0.02996939606964588,
0.014962219633162022,
0.020315559580922127,
-0.018079848960042,
0.0913533940911293,
-0.06330519169569016,
-0.032141298055648804,
0.05654573440551758,
-0.06883135437965393,
-0.005909185856580734,
-0.0457804799079895,
0.04901985079050064,
-0.03270545229315758,
-0.07800229638814926,
0.004755586385726929,
-0.04712942615151405,
0.0596378929913044,
0.05441807582974434,
-0.0036086561158299446,
-0.02933201752603054,
0.016200315207242966,
-0.005037800408899784,
0.08990892767906189,
-0.030263377353549004,
-0.040385086089372635,
-0.0303534846752882,
-0.018352240324020386,
-0.0171902384608984,
0.036026034504175186,
0.017357220873236656,
0.06760458648204803,
0.007246922701597214,
-0.04755265638232231,
-0.042314816266298294,
-0.07391057163476944,
0.09045656770467758,
0.04085041582584381,
-0.007326813414692879,
-0.030111799016594887,
-0.045911919325590134,
-0.05010109022259712,
-0.004549982026219368,
-0.02301398664712906,
-0.06535384058952332,
0.02510908804833889,
-0.04765733703970909,
0.025410568341612816,
-0.06327901780605316,
0.024801934137940407,
0.07913818210363388,
0.03820798173546791,
-0.09843268990516663,
0.04741601645946503,
-0.07873056828975677,
-0.03891649469733238,
0.07887687534093857,
-0.0337088480591774,
-0.07214632630348206,
-4.10726432182343e-33,
-0.032044917345047,
0.02313862182199955,
-0.0724550187587738,
-0.03720562905073166,
-0.003757872385904193,
-0.03893163800239563,
0.06237785518169403,
0.05499589443206787,
-0.06716615706682205,
0.025533325970172882,
-0.05866335704922676,
0.078373983502388,
0.01101271528750658,
-0.03134491294622421,
0.08833357691764832,
-0.019966023042798042,
0.006073096767067909,
0.03831068426370621,
-0.052676260471343994,
0.11182425171136856,
0.042479582130908966,
0.04067864269018173,
-0.0462721586227417,
0.0025714312214404345,
0.06179456412792206,
0.09360227733850479,
0.05377582833170891,
0.013531728647649288,
-0.022574061527848244,
0.0543806366622448,
-0.059479646384716034,
-0.03607480600476265,
-0.049330130219459534,
0.10973447561264038,
-0.017931770533323288,
-0.0901104137301445,
0.048891372978687286,
-0.013706746511161327,
-0.06148183345794678,
0.01706170104444027,
0.04881627857685089,
-0.03580385074019432,
-0.00422234321013093,
-0.05423125624656677,
-0.00006159250915516168,
0.08875338733196259,
-0.08323828876018524,
-0.014930310659110546,
-0.06844833493232727,
-0.07259182631969452,
0.04255868121981621,
-0.018317529931664467,
-0.0038020580541342497,
0.025054894387722015,
0.018798261880874634,
0.004119850229471922,
0.01859896443784237,
-0.030135320499539375,
-0.07054104655981064,
-0.1179691031575203,
0.06150989979505539,
-0.03083888441324234,
0.007264136336743832,
0.06270324438810349,
0.04123759642243385,
0.02374972403049469,
0.055939339101314545,
0.018491951748728752,
-0.08579940348863602,
-0.10562001168727875,
-0.03400285914540291,
0.00575225567445159,
-0.029130876064300537,
-0.013518624939024448,
0.01303878054022789,
0.04509101063013077,
-0.05444246158003807,
-0.01725917123258114,
0.0036121089942753315,
0.008306168019771576,
-0.0639682337641716,
-0.002967552747577429,
0.022144941613078117,
0.01540293451398611,
-0.064058817923069,
-0.05429079383611679,
-0.014564990065991879,
-0.02311347797513008,
0.005218368489295244,
0.02241717092692852,
-0.07801572978496552,
-0.015078114345669746,
-0.012377473525702953,
0.0724063366651535,
-0.013903237879276276,
-4.8522274198603554e-8,
-0.024816693738102913,
-0.08722659200429916,
0.04051535949110985,
0.024734383448958397,
0.03899171203374863,
-0.036709368228912354,
0.01813109777867794,
0.057339392602443695,
0.0006419597193598747,
0.0010470368433743715,
0.08461672812700272,
-0.020609036087989807,
-0.08269347250461578,
0.050336532294750214,
-0.02205500565469265,
0.036864254623651505,
-0.0454355888068676,
-0.022392377257347107,
-0.038374193012714386,
-0.1400538980960846,
-0.006909417454153299,
0.06826407462358475,
0.07191941142082214,
-0.03485002741217613,
-0.05558864027261734,
0.020712455734610558,
-0.024732068181037903,
0.03841478377580643,
0.004659735597670078,
-0.01808972842991352,
-0.03268478438258171,
-0.039774779230356216,
0.04396616667509079,
-0.05667802691459656,
0.04605415463447571,
0.08657810091972351,
-0.0005277954041957855,
0.039568495005369186,
0.005451940465718508,
0.005487145856022835,
0.018486224114894867,
0.004206853918731213,
-0.005426710471510887,
0.022897891700267792,
0.10686076432466507,
0.02261935919523239,
-0.0078189792111516,
0.003116622334346175,
0.012143396772444248,
0.009345794096589088,
0.0024487096816301346,
-0.033129945397377014,
0.034814924001693726,
0.011378087103366852,
0.0002794979955069721,
0.01931709423661232,
-0.04835159331560135,
-0.009808775037527084,
0.015536773018538952,
0.09974098950624466,
0.08283090591430664,
0.014688135124742985,
0.05323683097958565,
0.02838035672903061
] | 0.13214 |
fail2ban | 否 | 如果端口 22 在 VCN 被阻止则无暴力破解 | | sshd 加固 | 否 | Tailscale SSH 不使用 sshd | | 禁用 root 登录 | 否 | Tailscale 使用 Tailscale 身份，而不是系统用户 | | 仅 SSH 密钥认证 | 否 | Tailscale 通过你的 tailnet 认证 | | IPv6 加固 | 通常不需要 | 取决于你的 VCN/子网设置；验证实际分配/暴露的内容 | ### 仍然推荐 - \*\*凭证权限：\*\* `chmod 700 ~/.openclaw` - \*\*安全审计：\*\* `openclaw security audit` - \*\*系统更新：\*\* 定期 `sudo apt update && sudo apt upgrade` - \*\*监控 Tailscale：\*\* 在 [Tailscale 管理控制台](https://login.tailscale.com/admin) 中查看设备 ### 验证安全态势 ```bash # 确认没有公共端口在监听 sudo ss -tlnp | grep -v '127.0.0.1\|::1' # 验证 Tailscale SSH 处于活动状态 tailscale status | grep -q 'offers: ssh' && echo "Tailscale SSH active" # 可选：完全禁用 sshd sudo systemctl disable --now ssh ``` --- ## 备用方案：SSH 隧道 如果 Tailscale Serve 不工作，使用 SSH 隧道： ```bash # 从你的本地机器（通过 Tailscale） ssh -L 18789:127.0.0.1:18789 ubuntu@openclaw ``` 然后打开 `http://localhost:18789`。 --- ## 故障排除 ### 实例创建失败（"Out of capacity"） 免费层 ARM 实例很受欢迎。尝试： - 不同的可用性域 - 在非高峰时段（清晨）重试 - 选择 shape 时使用"Always Free"过滤器 ### Tailscale 无法连接 ```bash # 检查状态 sudo tailscale status # 重新认证 sudo tailscale up --ssh --hostname=openclaw --reset ``` ### Gateway 网关无法启动 ```bash openclaw gateway status openclaw doctor --non-interactive journalctl --user -u openclaw-gateway -n 50 ``` ### 无法访问控制 UI ```bash # 验证 Tailscale Serve 正在运行 tailscale serve status # 检查 Gateway 网关是否在监听 curl http://localhost:18789 # 如需要则重启 systemctl --user restart openclaw-gateway ``` ### ARM 二进制文件问题 某些工具可能没有 ARM 构建。检查： ```bash uname -m # 应该显示 aarch64 ``` 大多数 npm 包工作正常。对于二进制文件，寻找 `linux-arm64` 或 `aarch64` 版本。 --- ## 持久化 所有状态存储在： - `~/.openclaw/` — 配置、凭证、会话数据 - `~/.openclaw/workspace/` — 工作区（SOUL.md、记忆、产物） 定期备份： ```bash tar -czvf openclaw-backup.tar.gz ~/.openclaw ~/.openclaw/workspace ``` --- ## 另请参阅 - [Gateway 网关远程访问](/gateway/remote) — 其他远程访问模式 - [Tailscale 集成](/gateway/tailscale) — 完整的 Tailscale 文档 - [Gateway 网关配置](/gateway/configuration) — 所有配置选项 - [DigitalOcean 指南](/platforms/digitalocean) — 如果你想要付费 + 更容易注册 - [Hetzner 指南](/platforms/hetzner) — 基于 Docker 的替代方案 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/oracle.md | main | opebclaw | [
0.004135428462177515,
0.00204823212698102,
-0.02534981071949005,
-0.09661071002483368,
0.07818593084812164,
-0.038773369044065475,
-0.001479363883845508,
0.012716129422187805,
0.035164974629879,
0.013794884085655212,
0.1129227951169014,
-0.06393939256668091,
-0.012003622949123383,
0.010943935252726078,
0.03339667618274689,
0.04393303394317627,
-0.013390103355050087,
-0.03037741221487522,
-0.034453459084033966,
-0.007145424839109182,
-0.055332429707050323,
0.017752503976225853,
-0.038557734340429306,
-0.006893834564834833,
-0.05133615806698799,
0.06221838295459747,
-0.0800192579627037,
0.01708306558430195,
-0.03757265955209732,
-0.054654259234666824,
-0.03181213513016701,
0.06470926105976105,
-0.014980470761656761,
-0.030040929093956947,
0.06460009515285492,
0.035721007734537125,
0.0311293862760067,
0.0003921452444046736,
-0.027694012969732285,
0.0028266417793929577,
0.020640872418880463,
-0.013166554272174835,
0.008766550570726395,
-0.07136699557304382,
-0.018285809084773064,
-0.01699088327586651,
-0.050415243953466415,
-0.04626702517271042,
0.01875365898013115,
-0.0440077967941761,
0.02329983562231064,
0.05003313347697258,
0.05974796041846275,
0.02250765822827816,
0.060548603534698486,
-0.023023324087262154,
0.031297437846660614,
0.03580660745501518,
0.0684051439166069,
0.0460113063454628,
0.06105712428689003,
0.08460815995931625,
-0.02794504165649414,
-0.013311855494976044,
-0.06325684487819672,
-0.01313165482133627,
-0.009251870214939117,
-0.03745301812887192,
0.00029993776115588844,
0.04024370014667511,
-0.05515218526124954,
0.0016902765491977334,
0.009930940344929695,
0.014433289878070354,
-0.004305160138756037,
-0.013422155752778053,
0.009498512372374535,
0.00924457237124443,
-0.06507333368062973,
-0.07772933691740036,
-0.07304603606462479,
-0.07860405743122101,
0.01444961316883564,
-0.0008930308395065367,
-0.05515897274017334,
0.12697362899780273,
-0.06570460647344589,
0.023208357393741608,
0.032554883509874344,
0.038975492119789124,
0.03184051439166069,
0.05228283256292343,
0.07332346588373184,
-0.02517244778573513,
0.07871749252080917,
-0.012303819879889488,
0.04927849397063255,
-0.007365820463746786,
-0.046230267733335495,
0.04358335956931114,
0.0345856137573719,
-0.03633629530668259,
-0.07216189801692963,
-0.08764917403459549,
-0.0006825668388046324,
-0.015920370817184448,
0.01803581975400448,
0.04751761257648468,
0.008330889977514744,
-0.04771089553833008,
0.049488142132759094,
-0.053574468940496445,
0.08682002872228622,
-0.10204480588436127,
0.003335073124617338,
0.02878730371594429,
-0.0650138109922409,
-0.0052708652801811695,
-0.06673001497983932,
0.008602711372077465,
0.09143863618373871,
0.01902424357831478,
-0.004883506800979376,
-0.04984942823648453,
-0.014710764400660992,
-0.018881285563111305,
0.15243437886238098,
6.771970057841411e-33,
0.020313039422035217,
0.04228942468762398,
-0.08071328699588776,
-0.07567979395389557,
0.10007249563932419,
0.016797775402665138,
0.047514256089925766,
0.004725636448711157,
-0.10314074903726578,
0.02753222920000553,
-0.03080727718770504,
-0.04791708290576935,
-0.06211678311228752,
-0.025728294625878334,
0.0660536140203476,
-0.07299388945102692,
0.037407685071229935,
0.016043851152062416,
0.06459712982177734,
-0.051040660589933395,
0.033646173775196075,
-0.08458933979272842,
0.00446631433442235,
-0.029466770589351654,
0.027911745011806488,
-0.001138174207881093,
0.03468068689107895,
-0.029576953500509262,
0.02377917431294918,
0.014145685359835625,
0.033048246055841446,
0.06579020619392395,
-0.013040105812251568,
-0.03639398142695427,
-0.03761027753353119,
-0.05341785028576851,
-0.05750492960214615,
-0.04696732386946678,
-0.0632563903927803,
-0.07700706273317337,
0.1037803515791893,
-0.0005722253117710352,
-0.09370764344930649,
0.05599777400493622,
0.04234187677502632,
-0.004253454506397247,
-0.07378461211919785,
-0.005872019566595554,
0.07039990276098251,
-0.05089186504483223,
-0.03623741865158081,
-0.022563695907592773,
-0.04157267138361931,
-0.03531523793935776,
-0.023183777928352356,
0.015162041410803795,
-0.00048012641491368413,
-0.0008278638124465942,
-0.03536374121904373,
-0.009055989794433117,
0.038415294140577316,
0.004828295204788446,
-0.025308899581432343,
-0.021694643422961235,
0.11114191263914108,
-0.06653227657079697,
0.01680578663945198,
0.05103440582752228,
-0.025384271517395973,
-0.022309547290205956,
-0.11878246068954468,
-0.07947349548339844,
0.05683990195393562,
0.07490728795528412,
-0.06247925013303757,
-0.05793548747897148,
-0.011960277333855629,
0.0478249229490757,
0.038932234048843384,
-0.03874590992927551,
-0.07122507691383362,
-0.04769927263259888,
-0.013479935936629772,
-0.025024164468050003,
-0.019315794110298157,
0.11257609724998474,
-0.006080169230699539,
0.017153024673461914,
-0.07479415833950043,
0.06853799521923065,
-0.08790364116430283,
-0.08801314979791641,
-0.03033955954015255,
-0.0008821776718832552,
-0.06585700064897537,
-1.2222535324512811e-32,
-0.0814225897192955,
0.07421161234378815,
-0.02490536868572235,
-0.030377501621842384,
0.012027728371322155,
0.019687188789248466,
-0.031166383996605873,
-0.018495945259928703,
-0.010587261989712715,
0.006041597109287977,
0.020585915073752403,
0.0770532637834549,
-0.006566227413713932,
-0.04276855289936066,
0.007480937521904707,
0.038601379841566086,
-0.002715968992561102,
-0.01252991333603859,
-0.08525069802999496,
-0.01717664673924446,
-0.005851774476468563,
0.018134882673621178,
-0.06464282423257828,
0.07444880157709122,
-0.01252656802535057,
0.04234432429075241,
0.06991861760616302,
0.06373245269060135,
-0.013166618533432484,
0.08462978154420853,
0.045446399599313736,
0.023828841745853424,
-0.08832997828722,
0.14193817973136902,
-0.013989169150590897,
-0.04965439438819885,
0.10626906156539917,
-0.022811442613601685,
-0.03740127012133598,
-0.03223863244056702,
0.03645084425806999,
0.012682090513408184,
-0.02117212861776352,
-0.06816203147172928,
-0.02063511498272419,
0.05568508058786392,
0.03288058191537857,
-0.03212820738554001,
-0.08426083624362946,
-0.03992934897542,
0.049656376242637634,
-0.037938330322504044,
0.02660057134926319,
0.05880246311426163,
0.009263690561056137,
0.058596670627593994,
0.0519588403403759,
-0.051600515842437744,
-0.004204235039651394,
-0.11105326563119888,
0.03614192456007004,
0.04052497819066048,
-0.05921139940619469,
0.05775139108300209,
-0.022888967767357826,
-0.04201604425907135,
-0.027713902294635773,
0.013513776473701,
0.040908753871917725,
-0.14322085678577423,
-0.005160870496183634,
0.016616709530353546,
0.08038119971752167,
-0.03615662083029747,
-0.03715986758470535,
0.002687606029212475,
-0.0168740414083004,
0.03897576034069061,
-0.03441021963953972,
0.03125111013650894,
-0.00500310305505991,
-0.01168814580887556,
-0.0060598659329116344,
0.010611845180392265,
0.024477221071720123,
-0.033101025968790054,
0.012797481380403042,
0.05224144086241722,
0.11375579982995987,
-0.011569149792194366,
-0.11170384287834167,
0.025793492794036865,
-0.06401444971561432,
0.0024209327530115843,
0.09946447610855103,
-5.125412627648984e-8,
0.027276868000626564,
-0.12775586545467377,
-0.032342009246349335,
-0.006536543369293213,
0.09318064898252487,
-0.006536517757922411,
-0.08269774168729782,
-0.020524563267827034,
-0.11569201946258545,
-0.09436725080013275,
-0.0033478739205747843,
0.03658652678132057,
-0.08302847295999527,
-0.014902252703905106,
-0.0697614774107933,
-0.0017179138958454132,
-0.01718437671661377,
0.03048989176750183,
0.010891007259488106,
-0.11161211878061295,
-0.0029170142952352762,
-0.09799280762672424,
0.0009294463670812547,
-0.018593240529298782,
-0.03580223768949509,
-0.013627207837998867,
-0.045993831008672714,
0.024221664294600487,
-0.060304347425699234,
-0.03485077619552612,
-0.006641965359449387,
-0.07092154026031494,
-0.003538958728313446,
-0.08557072281837463,
0.02488688938319683,
0.07485136389732361,
0.016714628785848618,
-0.0560736209154129,
0.04844404757022858,
0.019303416833281517,
0.009119412861764431,
-0.045958176255226135,
0.018383538350462914,
0.0445563979446888,
-0.0633435770869255,
-0.04204811155796051,
-0.018436184152960777,
0.021399639546871185,
0.11554098129272461,
-0.06984616070985794,
0.04773370921611786,
-0.05641258880496025,
-0.0064841583371162415,
0.020507724955677986,
-0.02748825214803219,
0.06019516661763191,
-0.013931882567703724,
-0.05508790910243988,
-0.02623847685754299,
0.01690303348004818,
0.07673271000385284,
-0.032998569309711456,
0.08230943977832794,
-0.044299524277448654
] | 0.029135 |
# Windows (WSL2) Windows 上的 OpenClaw 推荐\*\*通过 WSL2\*\*（推荐 Ubuntu）。CLI + Gateway 网关在 Linux 内运行，这保持了运行时的一致性并使工具兼容性大大提高（Node/Bun/pnpm、Linux 二进制文件、Skills）。原生 Windows 可能更棘手。WSL2 给你完整的 Linux 体验——一条命令安装：`wsl --install`。 原生 Windows 配套应用已在计划中。 ## 安装（WSL2） - [入门指南](/start/getting-started)（在 WSL 内使用） - [安装和更新](/install/updating) - 官方 WSL2 指南（Microsoft）：https://learn.microsoft.com/windows/wsl/install ## Gateway 网关 - [Gateway 网关操作手册](/gateway) - [配置](/gateway/configuration) ## Gateway 网关服务安装（CLI） 在 WSL2 内： ``` openclaw onboard --install-daemon ``` 或： ``` openclaw gateway install ``` 或： ``` openclaw configure ``` 出现提示时选择 \*\*Gateway service\*\*。 修复/迁移： ``` openclaw doctor ``` ## 高级：通过 LAN 暴露 WSL 服务（portproxy） WSL 有自己的虚拟网络。如果另一台机器需要访问\*\*在 WSL 内\*\*运行的服务（SSH、本地 TTS 服务器或 Gateway 网关），你必须将 Windows 端口转发到当前的 WSL IP。WSL IP 在重启后会改变，因此你可能需要刷新转发规则。 示例（以\*\*管理员身份\*\*运行 PowerShell）： ```powershell $Distro = "Ubuntu-24.04" $ListenPort = 2222 $TargetPort = 22 $WslIp = (wsl -d $Distro -- hostname -I).Trim().Split(" ")[0] if (-not $WslIp) { throw "WSL IP not found." } netsh interface portproxy add v4tov4 listenaddress=0.0.0.0 listenport=$ListenPort ` connectaddress=$WslIp connectport=$TargetPort ``` 允许端口通过 Windows 防火墙（一次性）： ```powershell New-NetFirewallRule -DisplayName "WSL SSH $ListenPort" -Direction Inbound ` -Protocol TCP -LocalPort $ListenPort -Action Allow ``` 在 WSL 重启后刷新 portproxy： ```powershell netsh interface portproxy delete v4tov4 listenport=$ListenPort listenaddress=0.0.0.0 | Out-Null netsh interface portproxy add v4tov4 listenport=$ListenPort listenaddress=0.0.0.0 ` connectaddress=$WslIp connectport=$TargetPort | Out-Null ``` 注意事项： - 从另一台机器 SSH 目标是 \*\*Windows 主机 IP\*\*（示例：`ssh user@windows-host -p 2222`）。 - 远程节点必须指向\*\*可访问的\*\* Gateway 网关 URL（不是 `127.0.0.1`）；使用 `openclaw status --all` 确认。 - 使用 `listenaddress=0.0.0.0` 进行 LAN 访问；`127.0.0.1` 仅保持本地访问。 - 如果你想自动化，注册一个计划任务在登录时运行刷新步骤。 ## WSL2 分步安装 ### 1）安装 WSL2 + Ubuntu 打开 PowerShell（管理员）： ```powershell wsl --install # Or pick a distro explicitly: wsl --list --online wsl --install -d Ubuntu-24.04 ``` 如果 Windows 要求则重启。 ### 2）启用 systemd（Gateway 网关安装所需） 在你的 WSL 终端中： ```bash sudo tee /etc/wsl.conf >/dev/null <<'EOF' [boot] systemd=true EOF ``` 然后从 PowerShell： ```powershell wsl --shutdown ``` 重新打开 Ubuntu，然后验证： ```bash systemctl --user status ``` ### 3）安装 OpenClaw（在 WSL 内） 在 WSL 内按照 Linux 入门指南流程： ```bash git clone https://github.com/openclaw/openclaw.git cd openclaw pnpm install pnpm ui:build # auto-installs UI deps on first run pnpm build openclaw onboard ``` 完整指南：[入门指南](/start/getting-started) ## Windows 配套应用 我们还没有 Windows 配套应用。如果你想让它实现，欢迎贡献。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/windows.md | main | opebclaw | [
-0.0012065240880474448,
0.014034133404493332,
-0.030698567628860474,
-0.025939995422959328,
0.02173333801329136,
-0.04513571411371231,
-0.006327272392809391,
0.003033040091395378,
0.01471275556832552,
-0.04730676859617233,
0.11714572459459305,
-0.005618421360850334,
0.02357184886932373,
-0.039389126002788544,
-0.005667263641953468,
0.07894310355186462,
-0.07922288030385971,
-0.008105408400297165,
-0.012027306482195854,
-0.050212789326906204,
-0.0746101438999176,
-0.09352529793977737,
-0.02392842434346676,
-0.030527757480740547,
-0.05417923256754875,
0.03855295106768608,
-0.0666101947426796,
0.10875106602907181,
0.04749971255660057,
-0.013973268680274487,
-0.025797039270401,
0.043734680861234665,
-0.01752220094203949,
0.014634860679507256,
0.08955691009759903,
0.05519465357065201,
0.06198102608323097,
-0.04034528508782387,
-0.07805653661489487,
-0.041385386139154434,
0.03385719656944275,
0.00900572631508112,
0.02717920020222664,
-0.0006281316746026278,
-0.0030513431411236525,
0.03709586709737778,
-0.022654637694358826,
-0.0700543001294136,
-0.1003861054778099,
0.009978159330785275,
-0.05376315861940384,
-0.007269700523465872,
0.026687264442443848,
0.01585184410214424,
0.021349944174289703,
-0.003645820077508688,
0.012515501119196415,
0.023865805938839912,
0.026128659024834633,
-0.05255699157714844,
-0.005437418818473816,
-0.009764717891812325,
-0.0328163281083107,
0.007442858070135117,
-0.11571411788463593,
0.02866559661924839,
-0.06800977140665054,
-0.013719185255467892,
0.02808067947626114,
-0.0516270287334919,
-0.1018696203827858,
0.023543788120150566,
-0.018596036359667778,
0.039934124797582626,
-0.055613286793231964,
-0.012592236511409283,
-0.003603298682719469,
-0.02219243347644806,
-0.0663905218243599,
-0.12011183053255081,
0.0060593863017857075,
0.06309495866298676,
-0.035739220678806305,
0.00692834984511137,
0.00374457985162735,
0.08788606524467468,
-0.11780153959989548,
-0.06427917629480362,
0.03455837070941925,
-0.04170825332403183,
0.03627050295472145,
-0.0694727897644043,
-0.0008815858163870871,
0.0686655193567276,
0.03833905979990959,
0.0730021744966507,
0.06337685137987137,
0.0009354980429634452,
-0.043455056846141815,
0.04609910398721695,
-0.02952292002737522,
-0.004775326233357191,
0.02135210670530796,
0.02279931679368019,
-0.055419500917196274,
-0.023372754454612732,
-0.024820296093821526,
0.08155262470245361,
-0.005006485618650913,
-0.08931895345449448,
-0.0183059424161911,
-0.048352450132369995,
0.005764570087194443,
-0.07400042563676834,
0.007758164778351784,
0.0027299572248011827,
0.023018429055809975,
0.003702934831380844,
-0.0778563916683197,
0.026831191033124924,
0.024192241951823235,
-0.06276509910821915,
-0.1042681634426117,
-0.09046181291341782,
-0.03478590399026871,
-0.02183234877884388,
0.09617654234170914,
3.234640131252336e-33,
0.07865257561206818,
0.051791902631521225,
-0.04815073311328888,
0.08446532487869263,
0.10553736239671707,
-0.08481770753860474,
0.041382797062397,
-0.09587693959474564,
-0.08005185425281525,
0.02843191660940647,
0.0038640995044261217,
-0.03467463329434395,
-0.07645335793495178,
-0.02236912027001381,
0.10167984664440155,
-0.09861648827791214,
0.03891850262880325,
0.01658906415104866,
-0.02068224921822548,
0.020486321300268173,
0.09151136875152588,
-0.0068479920737445354,
0.024172084406018257,
-0.09152190387248993,
0.01843170076608658,
-0.011719037778675556,
0.04163214936852455,
0.0033138126600533724,
0.09030675143003464,
0.007102305069565773,
0.06332604587078094,
0.010050592944025993,
-0.05711796134710312,
0.009587530978024006,
-0.03638748079538345,
-0.024794334545731544,
-0.02414761669933796,
-0.04024363309144974,
0.005364423617720604,
0.008511665277183056,
-0.017435992136597633,
0.035175710916519165,
0.03015231154859066,
0.018489228561520576,
0.1293593943119049,
-0.06524881720542908,
-0.036293234676122665,
-0.04544102028012276,
0.13020458817481995,
-0.1000903770327568,
-0.019851932302117348,
0.09728845953941345,
-0.009395678527653217,
0.011429943144321442,
0.019544413313269615,
-0.015430227853357792,
-0.01648486591875553,
0.024373216554522514,
-0.03499830886721611,
0.0018099892186000943,
-0.01698310300707817,
0.024418411776423454,
-0.010604631155729294,
0.01131422445178032,
0.09453215450048447,
-0.06888478249311447,
-0.006713972892612219,
0.0035386194940656424,
-0.06107379496097565,
0.021911803632974625,
-0.05310679227113724,
-0.07990221679210663,
0.03643141686916351,
0.07771791517734528,
-0.002568904310464859,
-0.02207005023956299,
-0.04042062908411026,
-0.017336063086986542,
0.0706687793135643,
0.003354649292305112,
-0.07643266022205353,
0.05370203033089638,
-0.09202732145786285,
0.0050040353089571,
0.051934123039245605,
-0.015414011664688587,
-0.06346890330314636,
-0.055633340030908585,
-0.000022904116121935658,
-0.00425267219543457,
-0.07098159939050674,
0.05711933225393295,
-0.019571905955672264,
0.0314905121922493,
-0.08302604407072067,
-7.305991263948222e-33,
-0.03257891535758972,
0.013679160736501217,
0.00037253889604471624,
-0.028084401041269302,
-0.06580477952957153,
0.023115040734410286,
-0.06613002717494965,
-0.006409895606338978,
0.05001430585980415,
0.07523941993713379,
0.07567792385816574,
0.09945312887430191,
0.02654898539185524,
-0.020710472017526627,
0.03892238065600395,
0.0041198101826012135,
0.09103724360466003,
0.07805433124303818,
-0.008213100023567677,
0.03630535677075386,
0.02385316602885723,
0.03847762197256088,
-0.11658952385187149,
-0.04410358518362045,
0.03004167228937149,
0.07167352735996246,
0.09122809022665024,
0.030471084639430046,
0.011297550983726978,
0.04415048286318779,
0.030520210042595863,
0.00469343364238739,
-0.05018062889575958,
0.05931638553738594,
0.04699591547250748,
-0.02845880389213562,
-0.03263162449002266,
-0.06174789369106293,
-0.08388077467679977,
-0.0055955275893211365,
0.06672853976488113,
-0.0845574215054512,
0.009444157592952251,
-0.040676459670066833,
-0.00681655015796423,
-0.03863208368420601,
-0.020781369879841805,
-0.04304846376180649,
-0.04530477151274681,
-0.010938743129372597,
0.03836764395236969,
-0.03803978115320206,
-0.022075986489653587,
0.025718480348587036,
0.0437643863260746,
0.007956271059811115,
-0.04533904045820236,
0.028415193781256676,
-0.01888095960021019,
-0.16827991604804993,
0.04934046044945717,
0.06343960016965866,
-0.04903018847107887,
0.021228011697530746,
-0.03192171826958656,
-0.0069841728545725346,
-0.008847203105688095,
-0.021082259714603424,
-0.030551597476005554,
-0.12224222719669342,
-0.018563466146588326,
0.06560809910297394,
-0.014056633226573467,
-0.10368964821100235,
0.04465338960289955,
-0.022841302677989006,
-0.003890629857778549,
0.051621392369270325,
-0.013415595516562462,
0.008098764345049858,
-0.043580979108810425,
0.00471974303945899,
-0.0027982236351817846,
0.02313917502760887,
-0.014991451054811478,
-0.06474584341049194,
-0.05920243635773659,
0.06974751502275467,
0.005181141663342714,
-0.048687439411878586,
0.010863334871828556,
0.008487632498145103,
0.04480057582259178,
0.05228528380393982,
-0.006751541513949633,
-4.763563410392635e-8,
-0.05982445552945137,
-0.06469949334859848,
-0.09998111426830292,
-0.05501846969127655,
-0.06345738470554352,
-0.048761237412691116,
-0.012554559856653214,
-0.04156016930937767,
-0.09430663287639618,
-0.0137438690289855,
-0.00027639028849080205,
0.01846107468008995,
-0.09125879406929016,
-0.05659669637680054,
-0.06139449030160904,
0.02656514383852482,
-0.07178197801113129,
0.03577269986271858,
0.02428482659161091,
-0.05472281947731972,
0.03634202480316162,
0.011002706363797188,
0.12110277265310287,
0.05989132821559906,
-0.058529987931251526,
0.05506059154868126,
0.0656876415014267,
-0.07829837501049042,
0.0001827914093155414,
-0.033453527837991714,
0.02603980153799057,
-0.032900817692279816,
0.032353129237890244,
0.07174123823642731,
0.04601123556494713,
0.03875908628106117,
0.0008011393947526813,
0.029162783175706863,
0.04358157142996788,
0.00675747636705637,
0.06506796181201935,
-0.02317241206765175,
0.029844101518392563,
0.06984949111938477,
0.037329740822315216,
0.018911920487880707,
-0.0586889274418354,
0.057132769376039505,
0.027118662372231483,
-0.08905766159296036,
-0.053221702575683594,
-0.05137040838599205,
0.04827655106782913,
0.005874215625226498,
-0.001981871435418725,
0.025851115584373474,
-0.011327018029987812,
-0.05498375743627548,
0.03477850556373596,
0.0393330417573452,
0.02364211343228817,
0.03639934957027435,
0.019408201798796654,
0.0345161110162735
] | 0.063679 |
# 在 GCP Compute Engine 上运行 OpenClaw（Docker，生产 VPS 指南） ## 目标 使用 Docker 在 GCP Compute Engine VM 上运行持久化的 OpenClaw Gateway 网关，具有持久状态、内置二进制文件和安全的重启行为。 如果你想要"OpenClaw 24/7 大约 $5-12/月"，这是在 Google Cloud 上的可靠设置。 价格因机器类型和区域而异；选择适合你工作负载的最小 VM，如果遇到 OOM 则扩容。 ## 我们在做什么（简单说明）？ - 创建 GCP 项目并启用计费 - 创建 Compute Engine VM - 安装 Docker（隔离的应用运行时） - 在 Docker 中启动 OpenClaw Gateway 网关 - 在主机上持久化 `~/.openclaw` + `~/.openclaw/workspace`（重启/重建后仍保留） - 通过 SSH 隧道从你的笔记本电脑访问控制 UI Gateway 网关可以通过以下方式访问： - 从你的笔记本电脑进行 SSH 端口转发 - 如果你自己管理防火墙和令牌，可以直接暴露端口 本指南使用 GCP Compute Engine 上的 Debian。 Ubuntu 也可以；请相应地映射软件包。 有关通用 Docker 流程，请参阅 [Docker](/install/docker)。 --- ## 快速路径（有经验的运维人员） 1. 创建 GCP 项目 + 启用 Compute Engine API 2. 创建 Compute Engine VM（e2-small，Debian 12，20GB） 3. SSH 进入 VM 4. 安装 Docker 5. 克隆 OpenClaw 仓库 6. 创建持久化主机目录 7. 配置 `.env` 和 `docker-compose.yml` 8. 内置所需二进制文件、构建并启动 --- ## 你需要什么 - GCP 账户（e2-micro 符合免费层条件） - 已安装 gcloud CLI（或使用 Cloud Console） - 从你的笔记本电脑 SSH 访问 - 对 SSH + 复制/粘贴有基本了解 - 约 20-30 分钟 - Docker 和 Docker Compose - 模型认证凭证 - 可选的提供商凭证 - WhatsApp QR - Telegram bot token - Gmail OAuth --- ## 1) 安装 gcloud CLI（或使用 Console） \*\*选项 A：gcloud CLI\*\*（推荐用于自动化） 从 https://cloud.google.com/sdk/docs/install 安装 初始化并认证： ```bash gcloud init gcloud auth login ``` \*\*选项 B：Cloud Console\*\* 所有步骤都可以通过 https://console.cloud.google.com 的 Web UI 完成 --- ## 2) 创建 GCP 项目 \*\*CLI：\*\* ```bash gcloud projects create my-openclaw-project --name="OpenClaw Gateway" gcloud config set project my-openclaw-project ``` 在 https://console.cloud.google.com/billing 启用计费（Compute Engine 必需）。 启用 Compute Engine API： ```bash gcloud services enable compute.googleapis.com ``` \*\*Console：\*\* 1. 转到 IAM & Admin > Create Project 2. 命名并创建 3. 为项目启用计费 4. 导航到 APIs & Services > Enable APIs > 搜索 "Compute Engine API" > Enable --- ## 3) 创建 VM \*\*机器类型：\*\* | 类型 | 配置 | 成本 | 说明 | | -------- | ----------------------- | ---------- | -------------- | | e2-small | 2 vCPU，2GB RAM | ~$12/月 | 推荐 | | e2-micro | 2 vCPU（共享），1GB RAM | 符合免费层 | 负载下可能 OOM | \*\*CLI：\*\* ```bash gcloud compute instances create openclaw-gateway \ --zone=us-central1-a \ --machine-type=e2-small \ --boot-disk-size=20GB \ --image-family=debian-12 \ --image-project=debian-cloud ``` \*\*Console：\*\* 1. 转到 Compute Engine > VM instances > Create instance 2. Name：`openclaw-gateway` 3. Region：`us-central1`，Zone：`us-central1-a` 4. Machine type：`e2-small` 5. Boot disk：Debian 12，20GB 6. Create --- ## 4) SSH 进入 VM \*\*CLI：\*\* ```bash gcloud compute ssh openclaw-gateway --zone=us-central1-a ``` \*\*Console：\*\* 在 Compute Engine 仪表板中点击 VM 旁边的"SSH"按钮。 注意：VM 创建后 SSH 密钥传播可能需要 1-2 分钟。如果连接被拒绝，请等待并重试。 --- ## 5) 安装 Docker（在 VM 上） ```bash sudo apt-get update sudo apt-get install -y git curl ca-certificates curl -fsSL https://get.docker.com | sudo sh sudo usermod -aG docker $USER ``` 注销并重新登录以使组更改生效： ```bash exit ``` 然后重新 SSH 登录： ```bash gcloud compute ssh openclaw-gateway --zone=us-central1-a ``` 验证： ```bash docker --version docker compose version ``` --- ## 6) 克隆 OpenClaw 仓库 ```bash git clone https://github.com/openclaw/openclaw.git cd openclaw ``` 本指南假设你将构建自定义镜像以保证二进制文件持久化。 --- ## 7) 创建持久化主机目录 Docker 容器是临时的。 所有长期状态必须存在于主机上。 ```bash mkdir -p ~/.openclaw mkdir -p ~/.openclaw/workspace ``` --- ## 8) 配置环境变量 在仓库根目录创建 `.env`。 ```bash OPENCLAW\_IMAGE=openclaw:latest OPENCLAW\_GATEWAY\_TOKEN=change-me-now OPENCLAW\_GATEWAY\_BIND=lan OPENCLAW\_GATEWAY\_PORT=18789 OPENCLAW\_CONFIG\_DIR=/home/$USER/.openclaw OPENCLAW\_WORKSPACE\_DIR=/home/$USER/.openclaw/workspace GOG\_KEYRING\_PASSWORD=change-me-now XDG\_CONFIG\_HOME=/home/node/.openclaw ``` 生成强密钥： ```bash openssl rand -hex 32 ``` \*\*不要提交此文件。\*\* --- ## 9) Docker Compose 配置 创建或更新 `docker-compose.yml`。 ```yaml services: openclaw-gateway: image: ${OPENCLAW\_IMAGE} build: . restart: unless-stopped env\_file: - .env environment: - HOME=/home/node - NODE\_ENV=production - TERM=xterm-256color - OPENCLAW\_GATEWAY\_BIND=${OPENCLAW\_GATEWAY\_BIND} - OPENCLAW\_GATEWAY\_PORT=${OPENCLAW\_GATEWAY\_PORT} - OPENCLAW\_GATEWAY\_TOKEN=${OPENCLAW\_GATEWAY\_TOKEN} - GOG\_KEYRING\_PASSWORD=${GOG\_KEYRING\_PASSWORD} - XDG\_CONFIG\_HOME=${XDG\_CONFIG\_HOME} - PATH=/home/linuxbrew/.linuxbrew/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin volumes: - ${OPENCLAW\_CONFIG\_DIR}:/home/node/.openclaw - ${OPENCLAW\_WORKSPACE\_DIR}:/home/node/.openclaw/workspace ports: # 推荐：在 VM 上保持 Gateway 网关仅绑定 loopback；通过 SSH 隧道访问。 # 要公开暴露，移除 `127.0.0.1:` 前缀并相应配置防火墙。 - "127.0.0.1:${OPENCLAW\_GATEWAY\_PORT}:18789" # 可选：仅当你针对此 VM 运行 iOS/Android 节点并需要 Canvas 主机时。 # 如果你公开暴露此端口，请阅读 /gateway/security 并相应配置防火墙。 # - "18793:18793" command: [ "node", "dist/index.js", "gateway", "--bind", "${OPENCLAW\_GATEWAY\_BIND}", "--port", "${OPENCLAW\_GATEWAY\_PORT}", ] ``` --- ## 10) 将所需二进制文件内置到镜像中（关键） 在运行中的容器内安装二进制文件是一个陷阱。 任何在运行时安装的内容在重启后都会丢失。 所有 Skills 所需的外部二进制文件必须在镜像构建时安装。 以下示例仅显示三个常见的二进制文件： - `gog` 用于 Gmail 访问 - `goplaces` 用于 Google Places - `wacli` 用于 WhatsApp 这些是示例，不是完整列表。 你可以使用相同的模式安装任意数量的二进制文件。 如果你以后添加依赖额外二进制文件的新 Skills，你必须： 1. 更新 Dockerfile 2. 重建镜像 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/gcp.md | main | opebclaw | [
-0.03955531492829323,
0.06165093928575516,
-0.03493495658040047,
-0.05155609920620918,
-0.020310891792178154,
-0.06468383222818375,
-0.037848033010959625,
-0.014914365485310555,
0.015500996261835098,
-0.00008696271106600761,
0.09749037027359009,
-0.046613749116659164,
0.02843719907104969,
-0.07378829270601273,
0.021252434700727463,
0.03936700150370598,
-0.011718740686774254,
0.023768797516822815,
0.012173596769571304,
0.008540759794414043,
-0.050573840737342834,
0.05422617495059967,
-0.03766075149178505,
-0.03125745430588722,
-0.04637124761939049,
0.06544193625450134,
-0.10266970098018646,
0.058434177190065384,
-0.01103847473859787,
-0.039679571986198425,
0.00018378527602180839,
0.09298786520957947,
-0.060393065214157104,
0.056161560118198395,
0.15388599038124084,
0.12704657018184662,
0.0034503405913710594,
-0.05017490312457085,
-0.0652252659201622,
-0.027987422421574593,
-0.010784981772303581,
-0.0676802322268486,
-0.0201540719717741,
-0.0644848495721817,
-0.007228761445730925,
0.045021798461675644,
-0.029411250725388527,
-0.12825320661067963,
-0.004058397375047207,
-0.04210033640265465,
-0.09606223553419113,
-0.07629873603582382,
0.0031694858334958553,
-0.013753203675150871,
0.019944000989198685,
0.012312911450862885,
0.01766841486096382,
0.008807126432657242,
0.04076310619711876,
-0.04771454259753227,
-0.01992938667535782,
-0.005454246886074543,
-0.030779389664530754,
-0.008006533607840538,
-0.10990529507398605,
-0.03187471628189087,
-0.0047728875651955605,
-0.033661358058452606,
-0.062289752066135406,
0.023761441931128502,
-0.0039222026243805885,
0.026334945112466812,
-0.03603716939687729,
-0.08315292000770569,
-0.11892165243625641,
-0.00007456734601873904,
-0.018359938636422157,
-0.0018110416131094098,
-0.011844830587506294,
-0.10785088688135147,
0.008355312049388885,
-0.01546416711062193,
-0.045361023396253586,
-0.009043445810675621,
-0.06686650216579437,
0.1330164670944214,
-0.010032451711595058,
-0.02105216681957245,
0.13136641681194305,
-0.0536826066672802,
0.002453210996463895,
-0.05883749574422836,
-0.021551160141825676,
0.002810534555464983,
0.07924069464206696,
-0.0921519324183464,
0.02260163612663746,
-0.010443007573485374,
-0.004323696717619896,
0.04521375522017479,
-0.0051896278746426105,
0.015395195223391056,
0.017486248165369034,
-0.024197343736886978,
-0.01961739920079708,
0.11654504388570786,
-0.005163409281522036,
0.10162222385406494,
0.016829345375299454,
-0.04094266518950462,
0.004112699534744024,
-0.015381335280835629,
0.03615238144993782,
-0.07947754859924316,
-0.043714817613363266,
0.05585747957229614,
-0.02980722486972809,
-0.11770043522119522,
0.008005454204976559,
0.03379350155591965,
0.09045269340276718,
-0.03742966800928116,
0.020842529833316803,
0.01432453840970993,
-0.10749015212059021,
-0.0401473194360733,
0.07218556851148605,
1.550997755997813e-33,
-0.037155259400606155,
-0.09426211565732956,
0.0037708880845457315,
-0.058994490653276443,
0.18028926849365234,
0.04240673780441284,
-0.0053639342077076435,
0.04371173679828644,
-0.10963187366724014,
0.06337013095617294,
-0.04093633592128754,
0.010524534620344639,
-0.07539215683937073,
0.010697909630835056,
0.020889565348625183,
-0.0518355555832386,
0.004129784647375345,
0.01840701699256897,
-0.01961381360888481,
-0.06940928101539612,
0.047901712357997894,
-0.0315735787153244,
-0.007571050431579351,
-0.04423373192548752,
-0.03302380442619324,
-0.01557395700365305,
0.01927410438656807,
-0.07844899594783783,
-0.026496700942516327,
0.018969321623444557,
0.0754815861582756,
0.0025661697145551443,
-0.02581181935966015,
0.07674723863601685,
-0.11811083555221558,
0.02738448604941368,
-0.03361380845308304,
-0.03944113850593567,
-0.04457751289010048,
0.007289762608706951,
-0.05358028784394264,
-0.005297371186316013,
0.0036478685215115547,
-0.003067461308091879,
0.009736784733831882,
-0.040740422904491425,
-0.02286115102469921,
0.017623772844672203,
0.05108356848359108,
0.06556368619203568,
-0.02259235456585884,
0.028451066464185715,
-0.05583028122782707,
-0.04212380573153496,
-0.037464689463377,
-0.021332809701561928,
-0.061247020959854126,
0.027462350204586983,
-0.03711150586605072,
0.02943456918001175,
-0.0967552661895752,
0.07469470798969269,
0.009699731133878231,
-0.033728938549757004,
0.023765547201037407,
0.012117556296288967,
-0.018980303779244423,
0.09343215078115463,
-0.020685235038399696,
0.038262106478214264,
-0.04530537500977516,
-0.031212368980050087,
0.08158724009990692,
0.060125723481178284,
0.039626024663448334,
-0.05944529548287392,
-0.010795450769364834,
-0.0460783876478672,
-0.008737290278077126,
-0.0980960950255394,
-0.011026604101061821,
0.039405811578035355,
-0.04665664583444595,
-0.02675909362733364,
-0.06020244583487511,
0.005190134514123201,
0.04244415462017059,
0.024682048708200455,
-0.013885259628295898,
0.04681505635380745,
-0.11445808410644531,
-0.046976689249277115,
0.009735353291034698,
0.003492413554340601,
-0.0350848063826561,
-7.533772681778811e-33,
0.0009175232262350619,
0.048599760979413986,
-0.05556018650531769,
-0.014614591374993324,
0.028517471626400948,
0.0017665564082562923,
0.10341493040323257,
-0.08491022139787674,
-0.07648210227489471,
0.03901713341474533,
-0.0792277604341507,
0.10576006770133972,
0.008441738784313202,
0.04081219807267189,
0.06541957706212997,
-0.018482863903045654,
-0.03530396521091461,
-0.04812098667025566,
-0.044271450489759445,
0.055072538554668427,
0.015855560079216957,
0.044050201773643494,
-0.032940324395895004,
0.008530977182090282,
0.05864629149436951,
0.033016569912433624,
0.054970599710941315,
0.018602780997753143,
0.044430576264858246,
0.05479460209608078,
-0.012791629880666733,
0.053392693400382996,
-0.07518193870782852,
0.12227924913167953,
0.06982813775539398,
0.0027786626014858484,
0.01191562507301569,
0.040194883942604065,
0.008783433586359024,
-0.0021813337225466967,
0.025714149698615074,
-0.08150805532932281,
-0.0056362031027674675,
-0.05911871790885925,
-0.02877584844827652,
0.07855354994535446,
-0.007439170964062214,
-0.03750540316104889,
-0.07140395045280457,
-0.06269291788339615,
0.029117239639163017,
-0.03952093422412872,
-0.02828211523592472,
0.020784901455044746,
0.01873544417321682,
0.0735030472278595,
-0.0020900967065244913,
-0.04751337692141533,
-0.1095220148563385,
-0.09601457417011261,
0.1219189316034317,
-0.036994967609643936,
0.010336917825043201,
0.038014911115169525,
-0.019806208088994026,
-0.07628943026065826,
-0.002833336591720581,
-0.022268272936344147,
-0.0364467054605484,
-0.13318373262882233,
-0.07737580686807632,
0.021365076303482056,
0.046968430280685425,
-0.05753682926297188,
-0.01862388290464878,
-0.017897985875606537,
0.022313490509986877,
-0.01691933535039425,
0.005519760772585869,
0.026436462998390198,
0.05177972838282585,
-0.001117632258683443,
0.0500553734600544,
0.010067804716527462,
-0.05670055001974106,
-0.01817920431494713,
-0.0014207686763256788,
0.08710471540689468,
0.04050823301076889,
-0.007427595090121031,
-0.06085359305143356,
0.03236251324415207,
0.023108141496777534,
0.05435658618807793,
-0.03130065277218819,
-4.652383012171413e-8,
-0.006519869435578585,
-0.09703484177589417,
-0.003432783531025052,
-0.0167684406042099,
-0.041216783225536346,
-0.048712752759456635,
-0.021038537845015526,
0.011295397765934467,
-0.04176010936498642,
-0.06074363365769386,
0.03516718000173569,
-0.016364118084311485,
-0.05884233117103577,
0.013242312707006931,
-0.0940198227763176,
0.03538200259208679,
-0.008021795190870762,
-0.01894773170351982,
0.04410870373249054,
-0.06554120033979416,
-0.037723980844020844,
-0.01684519834816456,
0.06287696957588196,
-0.010858776979148388,
-0.08904778957366943,
-0.04039325192570686,
-0.035677194595336914,
-0.013974974863231182,
-0.03792738914489746,
0.018547842279076576,
0.06521479785442352,
-0.016431080177426338,
0.017557501792907715,
0.017415251582860947,
0.06740716844797134,
-0.0012346348958089948,
-0.00842943787574768,
0.03693286329507828,
0.016738351434469223,
0.01995248533785343,
-0.022318042814731598,
-0.04606335237622261,
-0.017254676669836044,
-0.008656786754727364,
0.029545724391937256,
0.004140800330787897,
0.03815170004963875,
0.002018997212871909,
0.0019978226628154516,
0.09517422318458557,
0.00029496464412659407,
0.032463524490594864,
0.01751144416630268,
0.0474848598241806,
0.051308125257492065,
0.01401906181126833,
-0.007698870729655027,
-0.05877614766359329,
-0.0012774989008903503,
0.043957311660051346,
-0.014153446070849895,
0.10626170784235,
0.05371244624257088,
0.009712467901408672
] | 0.02176 |
如果你公开暴露此端口，请阅读 /gateway/security 并相应配置防火墙。 # - "18793:18793" command: [ "node", "dist/index.js", "gateway", "--bind", "${OPENCLAW\_GATEWAY\_BIND}", "--port", "${OPENCLAW\_GATEWAY\_PORT}", ] ``` --- ## 10) 将所需二进制文件内置到镜像中（关键） 在运行中的容器内安装二进制文件是一个陷阱。 任何在运行时安装的内容在重启后都会丢失。 所有 Skills 所需的外部二进制文件必须在镜像构建时安装。 以下示例仅显示三个常见的二进制文件： - `gog` 用于 Gmail 访问 - `goplaces` 用于 Google Places - `wacli` 用于 WhatsApp 这些是示例，不是完整列表。 你可以使用相同的模式安装任意数量的二进制文件。 如果你以后添加依赖额外二进制文件的新 Skills，你必须： 1. 更新 Dockerfile 2. 重建镜像 3. 重启容器 \*\*示例 Dockerfile\*\* ```dockerfile FROM node:22-bookworm RUN apt-get update && apt-get install -y socat && rm -rf /var/lib/apt/lists/\* # 示例二进制文件 1：Gmail CLI RUN curl -L https://github.com/steipete/gog/releases/latest/download/gog\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/gog # 示例二进制文件 2：Google Places CLI RUN curl -L https://github.com/steipete/goplaces/releases/latest/download/goplaces\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/goplaces # 示例二进制文件 3：WhatsApp CLI RUN curl -L https://github.com/steipete/wacli/releases/latest/download/wacli\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/wacli # 使用相同的模式在下面添加更多二进制文件 WORKDIR /app COPY package.json pnpm-lock.yaml pnpm-workspace.yaml .npmrc ./ COPY ui/package.json ./ui/package.json COPY scripts ./scripts RUN corepack enable RUN pnpm install --frozen-lockfile COPY . . RUN pnpm build RUN pnpm ui:install RUN pnpm ui:build ENV NODE\_ENV=production CMD ["node","dist/index.js"] ``` --- ## 11) 构建并启动 ```bash docker compose build docker compose up -d openclaw-gateway ``` 验证二进制文件： ```bash docker compose exec openclaw-gateway which gog docker compose exec openclaw-gateway which goplaces docker compose exec openclaw-gateway which wacli ``` 预期输出： ``` /usr/local/bin/gog /usr/local/bin/goplaces /usr/local/bin/wacli ``` --- ## 12) 验证 Gateway 网关 ```bash docker compose logs -f openclaw-gateway ``` 成功： ``` [gateway] listening on ws://0.0.0.0:18789 ``` --- ## 13) 从你的笔记本电脑访问 创建 SSH 隧道以转发 Gateway 网关端口： ```bash gcloud compute ssh openclaw-gateway --zone=us-central1-a -- -L 18789:127.0.0.1:18789 ``` 在浏览器中打开： `http://127.0.0.1:18789/` 粘贴你的 Gateway 网关令牌。 --- ## 什么持久化在哪里（真实来源） OpenClaw 在 Docker 中运行，但 Docker 不是真实来源。 所有长期状态必须在重启、重建和重启后仍然存在。 | 组件 | 位置 | 持久化机制 | 说明 | | ---------------- | --------------------------------- | ------------- | --------------------------- | | Gateway 网关配置 | `/home/node/.openclaw/` | 主机卷挂载 | 包括 `openclaw.json`、令牌 | | 模型认证配置文件 | `/home/node/.openclaw/` | 主机卷挂载 | OAuth 令牌、API 密钥 | | Skill 配置 | `/home/node/.openclaw/skills/` | 主机卷挂载 | Skill 级别状态 | | 智能体工作区 | `/home/node/.openclaw/workspace/` | 主机卷挂载 | 代码和智能体产物 | | WhatsApp 会话 | `/home/node/.openclaw/` | 主机卷挂载 | 保留 QR 登录 | | Gmail 密钥环 | `/home/node/.openclaw/` | 主机卷 + 密码 | 需要 `GOG\_KEYRING\_PASSWORD` | | 外部二进制文件 | `/usr/local/bin/` | Docker 镜像 | 必须在构建时内置 | | Node 运行时 | 容器文件系统 | Docker 镜像 | 每次镜像构建时重建 | | OS 包 | 容器文件系统 | Docker 镜像 | 不要在运行时安装 | | Docker 容器 | 临时 | 可重启 | 可以安全销毁 | --- ## 更新 在 VM 上更新 OpenClaw： ```bash cd ~/openclaw git pull docker compose build docker compose up -d ``` --- ## 故障排除 \*\*SSH 连接被拒绝\*\* VM 创建后 SSH 密钥传播可能需要 1-2 分钟。等待并重试。 \*\*OS Login 问题\*\* 检查你的 OS Login 配置文件： ```bash gcloud compute os-login describe-profile ``` 确保你的账户具有所需的 IAM 权限（Compute OS Login 或 Compute OS Admin Login）。 \*\*内存不足（OOM）\*\* 如果使用 e2-micro 并遇到 OOM，升级到 e2-small 或 e2-medium： ```bash # 首先停止 VM gcloud compute instances stop openclaw-gateway --zone=us-central1-a # 更改机器类型 gcloud compute instances set-machine-type openclaw-gateway \ --zone=us-central1-a \ --machine-type=e2-small # 启动 VM gcloud compute instances start openclaw-gateway --zone=us-central1-a ``` --- ## 服务账户（安全最佳实践） 对于个人使用，你的默认用户账户就可以。 对于自动化或 CI/CD 管道，创建具有最小权限的专用服务账户： 1. 创建服务账户： ```bash gcloud iam service-accounts create openclaw-deploy \ --display-name="OpenClaw Deployment" ``` 2. 授予 Compute Instance Admin 角色（或更窄的自定义角色）： ```bash gcloud projects add-iam-policy-binding my-openclaw-project \ --member="serviceAccount:openclaw-deploy@my-openclaw-project.iam.gserviceaccount.com" \ --role="roles/compute.instanceAdmin.v1" ``` 避免为自动化使用 Owner 角色。使用最小权限原则。 参阅 https://cloud.google.com/iam/docs/understanding-roles 了解 IAM 角色详情。 --- ## 下一步 - 设置消息渠道：[渠道](/channels) - 将本地设备配对为节点：[节点](/nodes) - 配置 Gateway 网关：[Gateway 网关配置](/gateway/configuration) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/gcp.md | main | opebclaw | [
-0.06530994921922684,
0.05808417126536369,
-0.02939954772591591,
-0.01002102717757225,
-0.020601820200681686,
-0.03194636479020119,
0.0074158161878585815,
-0.028820782899856567,
-0.03797602653503418,
-0.023590536788105965,
0.1316840648651123,
0.01851954124867916,
0.06178240478038788,
-0.05722671374678612,
0.0023305099457502365,
0.06356553733348846,
-0.0914076715707779,
-0.0014276228612288833,
0.01139267347753048,
-0.051687974482774734,
-0.06533624976873398,
-0.029681921005249023,
0.025940481573343277,
-0.03579528629779816,
-0.06177222728729248,
0.0769236609339714,
-0.1031971201300621,
0.05697476491332054,
0.04173755645751953,
-0.05139290913939476,
-0.09844991564750671,
0.12305381149053574,
-0.018110549077391624,
0.06677159667015076,
0.06725048273801804,
0.05887855216860771,
0.0720401182770729,
-0.03175394609570503,
-0.01343879196792841,
0.040008001029491425,
0.012474273331463337,
0.005493775010108948,
0.029178505763411522,
-0.03189483657479286,
-0.03876517340540886,
0.01510142907500267,
-0.05957839637994766,
-0.050413958728313446,
-0.06400830298662186,
-0.06475505977869034,
-0.02497446909546852,
0.004915752913802862,
-0.031905993819236755,
0.0017953134374693036,
0.03604661300778389,
0.002717616967856884,
-0.06227199360728264,
-0.004266225732862949,
0.05218111351132393,
0.019466012716293335,
0.02100347727537155,
0.04104941710829735,
-0.04181688278913498,
0.03326151892542839,
-0.06161784380674362,
-0.014731593430042267,
-0.023714985698461533,
-0.04112222045660019,
-0.04116892069578171,
0.006540955975651741,
-0.04532581940293312,
-0.02525736577808857,
-0.045968398451805115,
-0.026017216965556145,
-0.03603760525584221,
0.013910975307226181,
-0.0035265733022242785,
0.04874974861741066,
-0.08631487935781479,
-0.14774395525455475,
-0.0452655553817749,
-0.010361744090914726,
0.04085269570350647,
0.03680768236517906,
-0.10616856813430786,
0.11011683940887451,
-0.07638262957334518,
-0.07779590785503387,
0.10826074331998825,
-0.04380498826503754,
-0.005724601913243532,
-0.052915893495082855,
0.020978106185793877,
0.0643976703286171,
0.004670173395425081,
-0.02322966977953911,
0.05362314358353615,
0.05497780442237854,
-0.06070161983370781,
0.005033679306507111,
0.04801998659968376,
-0.033545468002557755,
-0.003295288886874914,
-0.061520062386989594,
-0.08864802122116089,
0.015151976607739925,
-0.06207350268959999,
0.03953860327601433,
0.0395720936357975,
-0.013533705845475197,
0.003465623129159212,
-0.04903943091630936,
-0.012023485265672207,
-0.11238779127597809,
-0.07453887164592743,
0.0006331090116873384,
-0.01953132450580597,
-0.04014957696199417,
0.05548292025923729,
0.052400656044483185,
0.04791215434670448,
-0.016273459419608116,
-0.10959181934595108,
-0.03285820037126541,
-0.09619760513305664,
-0.07412005215883255,
0.08530733734369278,
-3.753685539329671e-33,
0.023942820727825165,
0.021732641384005547,
-0.05453947186470032,
-0.022766055539250374,
0.11657051742076874,
-0.05695322901010513,
0.05479663237929344,
-0.019593670964241028,
-0.12818224728107452,
0.06584934890270233,
0.0074510169215500355,
0.021413536742329597,
-0.13161806762218475,
-0.01397416926920414,
0.01472824439406395,
0.0014501146506518126,
-0.030920566990971565,
-0.04109666496515274,
0.0379648394882679,
-0.07532968372106552,
0.046168625354766846,
-0.025009004399180412,
0.0017980232369154692,
-0.037706710398197174,
0.03130267933011055,
0.06314481794834137,
0.015726299956440926,
-0.004680688958615065,
-0.011517155915498734,
0.025874072685837746,
0.062485892325639725,
0.005653322208672762,
-0.02284008450806141,
0.02169169671833515,
-0.04723501205444336,
0.015551299788057804,
0.005379423964768648,
-0.048445925116539,
-0.04362381249666214,
-0.012693319469690323,
-0.0516708642244339,
-0.020611919462680817,
-0.08103569597005844,
0.06548663228750229,
0.061652060598134995,
-0.036011744290590286,
-0.04378405585885048,
0.000060011025198036805,
0.11582653969526291,
-0.017222246155142784,
-0.1090516448020935,
0.034633658826351166,
-0.05490194633603096,
0.01048251986503601,
-0.006515775807201862,
-0.04282606765627861,
-0.08002623915672302,
0.07805229723453522,
0.008032683283090591,
0.02814566344022751,
0.02798324264585972,
0.04806593433022499,
0.0071921865455806255,
0.0644288957118988,
0.06244960054755211,
0.024428511038422585,
-0.04246542230248451,
0.03005656972527504,
0.04604396969079971,
-0.01884358748793602,
-0.07514512538909912,
-0.00414406880736351,
0.10690641403198242,
0.06913188844919205,
0.006635560654103756,
-0.01435454748570919,
-0.10164059698581696,
-0.03961588442325592,
0.05564900487661362,
-0.019502555951476097,
-0.10047005116939545,
-0.0676751658320427,
-0.057145364582538605,
0.05884062871336937,
0.025171685963869095,
-0.009338904172182083,
0.078079454600811,
-0.016965555027127266,
-0.023856597021222115,
0.045779332518577576,
-0.14041663706302643,
-0.00244281068444252,
-0.017924172803759575,
-0.038759149610996246,
-0.05454211309552193,
-2.1768840292923782e-33,
-0.057442937046289444,
0.013702142052352428,
-0.07176245003938675,
0.02723221853375435,
-0.029972054064273834,
-0.05151820927858353,
0.06848237663507462,
-0.0076645067892968655,
0.04026761278510094,
0.08436091244220734,
-0.023295726627111435,
0.11387979984283447,
0.042045485228300095,
-0.04596267640590668,
-0.0010965416440740228,
-0.02224683202803135,
-0.0006004439783282578,
0.06331738829612732,
-0.04667750000953674,
0.034432221204042435,
-0.029807547107338905,
0.036964405328035355,
-0.1653241664171219,
0.027059074491262436,
-0.014854040928184986,
0.08293943107128143,
0.02640720270574093,
-0.09463883936405182,
-0.03909175470471382,
0.07295871526002884,
-0.006949806120246649,
0.012742264196276665,
-0.044698383659124374,
0.13194771111011505,
-0.05071495100855827,
-0.06950971484184265,
0.05228142440319061,
0.004852906800806522,
0.011228799819946289,
-0.02001533843576908,
0.019552024081349373,
-0.0377524308860302,
0.04296024516224861,
0.020901981741189957,
-0.025403447449207306,
-0.009662309661507607,
-0.0465082973241806,
-0.03703613579273224,
-0.05346369370818138,
-0.0018189871916547418,
0.04262484982609749,
0.051605161279439926,
-0.0005603372119367123,
0.01466365810483694,
0.02967802621424198,
0.03726524859666824,
-0.03527434170246124,
-0.042294155806303024,
-0.0017771308775991201,
-0.06945858150720596,
0.0676204189658165,
0.047179676592350006,
-0.06631694734096527,
0.06422150880098343,
0.04352143406867981,
-0.010161059908568859,
-0.019384345039725304,
0.017291909083724022,
0.0420738160610199,
-0.0764194205403328,
-0.014743953011929989,
0.028248880058526993,
0.05427607521414757,
-0.039761144667863846,
-0.0027507359627634287,
-0.000595112971495837,
0.04869433864951134,
0.07123516499996185,
-0.04165415093302727,
0.05761530622839928,
-0.005330387968569994,
0.0083085335791111,
-0.02972930110991001,
0.0757126659154892,
0.025771992281079292,
-0.02087525837123394,
-0.005008470732718706,
0.10387665033340454,
0.028472116217017174,
-0.021985739469528198,
0.029566962271928787,
0.029400616884231567,
-0.048398930579423904,
0.02269699051976204,
0.013213962316513062,
-4.452257940101845e-8,
-0.0354871042072773,
-0.03047851473093033,
-0.09612129628658295,
-0.026913218200206757,
0.016770219430327415,
-0.08822629600763321,
0.02895605005323887,
0.024728568270802498,
-0.06380251049995422,
-0.001742954715155065,
0.05436713993549347,
-0.004528340417891741,
-0.10972299426794052,
0.010098821483552456,
-0.00869484432041645,
-0.04851797968149185,
-0.04690101742744446,
0.04228547587990761,
-0.00853161234408617,
-0.06221164017915726,
-0.027177950367331505,
0.00007944129902170971,
0.08710067719221115,
-0.06424828618764877,
-0.09631962329149246,
0.0048404899425804615,
-0.07343795895576477,
-0.01504314411431551,
-0.04092734679579735,
0.009819036349654198,
-0.0019652487244457006,
-0.013533422723412514,
0.028029344975948334,
-0.017674032598733902,
0.042658060789108276,
0.03872067481279373,
0.041085537523031235,
-0.01767042838037014,
-0.002440845128148794,
-0.029726538807153702,
0.0008334571029990911,
-0.07460910081863403,
-0.0022396959830075502,
0.0660264864563942,
0.06920591741800308,
0.004879903979599476,
0.0008315827581100166,
0.042737118899822235,
0.0911916121840477,
-0.00142490747384727,
-0.02933998592197895,
-0.032854676246643066,
0.027590952813625336,
-0.021663520485162735,
0.022857345640659332,
0.02411411888897419,
-0.006267840974032879,
-0.03919623792171478,
0.015963755548000336,
0.021314531564712524,
-0.005687863565981388,
0.06650392711162567,
0.011216330341994762,
0.01059257797896862
] | 0.077046 |
# Linux 应用 Gateway 网关在 Linux 上完全支持。\*\*Node 是推荐的运行时\*\*。 不推荐 Bun 用于 Gateway 网关（WhatsApp/Telegram 存在 bug）。 原生 Linux 配套应用已在计划中。如果你想帮助构建，欢迎贡献。 ## 新手快速路径（VPS） 1. 安装 Node 22+ 2. `npm i -g openclaw@latest` 3. `openclaw onboard --install-daemon` 4. 从你的笔记本电脑：`ssh -N -L 18789:127.0.0.1:18789 @` 5. 打开 `http://127.0.0.1:18789/` 并粘贴你的令牌 分步 VPS 指南：[exe.dev](/platforms/exe-dev) ## 安装 - [入门指南](/start/getting-started) - [安装与更新](/install/updating) - 可选流程：[Bun（实验性）](/install/bun)、[Nix](/install/nix)、[Docker](/install/docker) ## Gateway 网关 - [Gateway 网关运行手册](/gateway) - [配置](/gateway/configuration) ## Gateway 网关服务安装（CLI） 使用以下任一方式： ``` openclaw onboard --install-daemon ``` 或： ``` openclaw gateway install ``` 或： ``` openclaw configure ``` 出现提示时选择 \*\*Gateway service\*\*。 修复/迁移： ``` openclaw doctor ``` ## 系统控制（systemd 用户单元） OpenClaw 默认安装 systemd \*\*用户\*\*服务。对于共享或常驻服务器使用\*\*系统\*\* 服务。完整的单元示例和指南 在 [Gateway 网关运行手册](/gateway) 中。 最小设置： 创建 `~/.config/systemd/user/openclaw-gateway[-].service`： ``` [Unit] Description=OpenClaw Gateway (profile: , v) After=network-online.target Wants=network-online.target [Service] ExecStart=/usr/local/bin/openclaw gateway --port 18789 Restart=always RestartSec=5 [Install] WantedBy=default.target ``` 启用它： ``` systemctl --user enable --now openclaw-gateway[-].service ``` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/linux.md | main | opebclaw | [
-0.01921398937702179,
0.023898495361208916,
-0.057064421474933624,
-0.03148338943719864,
0.07008035480976105,
-0.11288630962371826,
-0.04406246915459633,
0.03223313018679619,
0.04114324972033501,
0.07164452224969864,
0.10754939168691635,
-0.03925043344497681,
-0.023371372371912003,
-0.00547189312055707,
0.06643710285425186,
0.08197889477014542,
-0.0017059380188584328,
-0.09428446739912033,
0.047447722405195236,
0.018542949110269547,
-0.09018721431493759,
0.03202012553811073,
-0.0075499629601836205,
-0.021420979872345924,
-0.055078789591789246,
-0.06309812515974045,
-0.0733727440237999,
0.04487259313464165,
-0.011866486631333828,
-0.023816069588065147,
-0.011610141023993492,
0.06515725702047348,
-0.03721664473414421,
0.023496054112911224,
0.05251363664865494,
0.13699819147586823,
0.07971306145191193,
-0.021863741800189018,
-0.10471949726343155,
-0.013196002691984177,
0.04066511616110802,
0.01859164796769619,
-0.014679291285574436,
-0.0882568210363388,
0.03226223960518837,
0.0171797014772892,
-0.020365804433822632,
-0.0538582019507885,
-0.04219624772667885,
-0.053728148341178894,
-0.03188499063253403,
0.000020357709217933007,
0.05183054506778717,
-0.018233010545372963,
0.039735425263643265,
0.023028112947940826,
-0.03716469183564186,
0.052390940487384796,
0.061100319027900696,
-0.0010336338309571147,
0.02827533893287182,
0.04458019509911537,
-0.01561358105391264,
-0.055712029337882996,
-0.11043044179677963,
0.01904962584376335,
-0.001938166911713779,
-0.08825043588876724,
-0.03781004622578621,
0.013732969760894775,
0.015450120903551579,
0.02170589566230774,
-0.06862892955541611,
-0.0469854474067688,
-0.10708825290203094,
0.0391324944794178,
0.08122386038303375,
-0.007216386031359434,
-0.08372907340526581,
-0.05818558856844902,
-0.039934419095516205,
0.010782203637063503,
-0.0848451480269432,
0.014440109021961689,
-0.03970303013920784,
0.1554987132549286,
-0.034524790942668915,
-0.053793471306562424,
0.014554958790540695,
0.02698606811463833,
0.03887377306818962,
-0.07367073744535446,
-0.05042035132646561,
0.0699041485786438,
0.038814693689346313,
-0.002280131448060274,
0.04653213918209076,
0.039937574416399,
-0.08213253319263458,
0.030256476253271103,
0.0070927939377725124,
-0.012335437349975109,
0.004560122732073069,
0.025662004947662354,
-0.03446350619196892,
0.046622417867183685,
0.03824050724506378,
0.03798158839344978,
0.018321258947253227,
-0.08254221826791763,
0.0029066780116409063,
-0.07412637770175934,
0.02657303772866726,
0.0022366857156157494,
-0.04270164668560028,
0.03677268698811531,
-0.04647928476333618,
-0.034900374710559845,
-0.08227557688951492,
0.04552140831947327,
0.0752168521285057,
-0.014629045501351357,
-0.06529953330755234,
0.033960334956645966,
-0.06448522210121155,
0.07874614000320435,
0.174116849899292,
5.29055697563747e-33,
0.02217837981879711,
-0.0029689879156649113,
-0.05358336865901947,
-0.00609112624078989,
0.14291462302207947,
-0.00046166370157152414,
-0.021561481058597565,
-0.002006606198847294,
-0.09051099419593811,
0.03932838514447212,
-0.033155884593725204,
-0.04144864156842232,
0.017791051417589188,
-0.03102802112698555,
0.027563752606511116,
-0.087720587849617,
0.009992671199142933,
0.006641486193984747,
0.018933797255158424,
-0.020421776920557022,
-0.002282896311953664,
-0.060681283473968506,
-0.036437325179576874,
-0.039514075964689255,
-0.012631604447960854,
0.06116217374801636,
-0.0003533444250933826,
-0.06470570713281631,
0.051256898790597916,
-0.011166631244122982,
0.04183867201209068,
0.04406948760151863,
-0.05265225097537041,
0.0003801790298894048,
-0.04546334967017174,
-0.06255693733692169,
-0.035610977560281754,
-0.019538825377821922,
-0.09208190441131592,
-0.0064138309098780155,
0.0304834246635437,
0.03361880034208298,
-0.06186146289110184,
-0.0029633352532982826,
0.06973260641098022,
-0.03530120849609375,
-0.0519314743578434,
-0.028015045449137688,
0.07667189091444016,
0.01966959610581398,
-0.09633709490299225,
-0.001295784255489707,
0.028543541207909584,
-0.003306088736280799,
0.001495594042353332,
-0.011331537738442421,
-0.032113078981637955,
-0.06571482121944427,
-0.03136267885565758,
-0.013259091414511204,
0.013831083662807941,
0.018819637596607208,
0.01149185374379158,
-0.03588270768523216,
0.0700075700879097,
-0.014121608808636665,
-0.048463936895132065,
0.04349551349878311,
-0.03225784748792648,
0.028837068006396294,
-0.0928853452205658,
-0.05619334802031517,
0.06783241778612137,
0.11436228454113007,
-0.0309179425239563,
-0.00685061514377594,
-0.04183662310242653,
0.008140158839523792,
0.06279410421848297,
-0.01775086484849453,
-0.07197234779596329,
0.008430949412286282,
-0.052601706236600876,
-0.015563493594527245,
0.049943480640649796,
0.0672999694943428,
-0.014876778237521648,
0.01791335642337799,
0.027253488078713417,
0.10706505179405212,
-0.04326903074979782,
0.04433830454945564,
-0.026076218113303185,
0.02206321991980076,
-0.1336757391691208,
-8.153610852967403e-33,
-0.0626228079199791,
0.03121344745159149,
-0.0690704807639122,
-0.06219889223575592,
0.043930910527706146,
0.008645622991025448,
-0.02720646560192108,
-0.021702487021684647,
-0.008580920286476612,
0.052724599838256836,
0.00869483221322298,
0.0883961170911789,
0.06274934858083725,
-0.09121797978878021,
0.07458295673131943,
0.0254543274641037,
-0.026783877983689308,
0.03647636994719505,
0.023500541225075722,
0.020862527191638947,
-0.016443653032183647,
0.014592825435101986,
-0.074374720454216,
0.02369796298444271,
0.051431428641080856,
0.07716745138168335,
0.07787860184907913,
0.06883189082145691,
-0.036549877375364304,
-0.03537503629922867,
0.06250932067632675,
0.026522329077124596,
-0.05686087906360626,
0.13985785841941833,
0.030505329370498657,
0.026831017807126045,
0.04324883222579956,
-0.005598951131105423,
0.03750596567988396,
-0.07968488335609436,
0.042203716933727264,
-0.020165592432022095,
-0.05518161505460739,
-0.020965073257684708,
-0.010631498880684376,
0.03963766247034073,
-0.037791427224874496,
-0.028148356825113297,
-0.14326028525829315,
-0.05125773698091507,
0.048706065863370895,
-0.04327014833688736,
0.07651853561401367,
0.042297277599573135,
0.01590624451637268,
0.022836312651634216,
-0.01620134525001049,
0.04039112851023674,
-0.030237622559070587,
-0.11749082803726196,
0.11398793011903763,
-0.03751218318939209,
-0.04355882853269577,
0.040014542639255524,
-0.015957089141011238,
-0.07586415112018585,
0.008834692649543285,
0.036053676158189774,
-0.003131934441626072,
-0.09617318212985992,
-0.010665561072528362,
0.04229920357465744,
-0.02228720299899578,
-0.026422590017318726,
-0.01899736560881138,
-0.010659490711987019,
-0.06261897087097168,
-0.044896189123392105,
-0.03127602860331535,
-0.004704597871750593,
-0.042018238455057144,
-0.004979833960533142,
-0.004583464469760656,
0.04081019014120102,
-0.007453990168869495,
-0.016395611688494682,
-0.014376862905919552,
0.08719484508037567,
0.04753289371728897,
-0.03204802796244621,
-0.05248742923140526,
-0.010838924907147884,
-0.04449349641799927,
0.09009622037410736,
0.04962846264243126,
-5.874294828345228e-8,
0.041739460080862045,
-0.08379583060741425,
-0.10954884439706802,
-0.019697856158018112,
0.010788438841700554,
-0.06614609062671661,
0.03335343673825264,
-0.030791202560067177,
-0.07447545230388641,
-0.010927855037152767,
0.0038687714841216803,
-0.0036980421282351017,
-0.06961103528738022,
-0.007365694735199213,
-0.036924973130226135,
-0.01871635392308235,
-0.10661975294351578,
0.030807895585894585,
0.027134627103805542,
-0.05694809556007385,
0.05446648225188255,
-0.027741961181163788,
-0.022250372916460037,
-0.002629124792292714,
-0.08564498275518417,
-0.04957326501607895,
0.08149740099906921,
-0.008175104856491089,
-0.09017515182495117,
-0.057944636791944504,
-0.013571926392614841,
-0.04715244844555855,
-0.00032423908123746514,
0.009860283695161343,
0.04610900953412056,
0.04262566938996315,
0.005244497209787369,
0.007216017227619886,
0.039575930684804916,
-0.0044224318116903305,
0.019545014947652817,
0.033062003552913666,
0.01164053101092577,
-0.030460510402917862,
-0.00259009818546474,
-0.0078057521022856236,
-0.004634996876120567,
0.024737205356359482,
0.06905484199523926,
-0.015899602323770523,
0.07305484265089035,
-0.012050272896885872,
-0.01332810241729021,
0.04814785346388817,
0.008399631828069687,
0.017562858760356903,
-0.050742048770189285,
-0.043993834406137466,
-0.014826861210167408,
0.03199004381895065,
0.03091621957719326,
0.07123149186372757,
0.02690110169351101,
-0.01212710328400135
] | 0.098567 |
# 在 Raspberry Pi 上运行 OpenClaw ## 目标 在 Raspberry Pi 上运行持久、常驻的 OpenClaw Gateway 网关，\*\*一次性成本约 $35-80\*\*（无月费）。 适用于： - 24/7 个人 AI 助手 - 家庭自动化中心 - 低功耗、随时可用的 Telegram/WhatsApp 机器人 ## 硬件要求 | Pi 型号 | 内存 | 是否可用？ | 说明 | | --------------- | ------- | ---------- | -------------------------- | | \*\*Pi 5\*\* | 4GB/8GB | ✅ 最佳 | 最快，推荐 | | \*\*Pi 4\*\* | 4GB | ✅ 良好 | 大多数用户的最佳选择 | | \*\*Pi 4\*\* | 2GB | ✅ 可以 | 可用，添加交换空间 | | \*\*Pi 4\*\* | 1GB | ⚠️ 紧张 | 使用交换空间可行，最小配置 | | \*\*Pi 3B+\*\* | 1GB | ⚠️ 慢 | 可用但较慢 | | \*\*Pi Zero 2 W\*\* | 512MB | ❌ | 不推荐 | \*\*最低配置：\*\* 1GB 内存，1 核，500MB 磁盘 \*\*推荐：\*\* 2GB+ 内存，64 位系统，16GB+ SD 卡（或 USB SSD） ## 你需要准备 - Raspberry Pi 4 或 5（推荐 2GB+） - MicroSD 卡（16GB+）或 USB SSD（性能更好） - 电源（推荐官方 Pi 电源） - 网络连接（以太网或 WiFi） - 约 30 分钟 ## 1) 刷写系统 使用 \*\*Raspberry Pi OS Lite (64-bit)\*\* — 无头服务器不需要桌面。 1. 下载 [Raspberry Pi Imager](https://www.raspberrypi.com/software/) 2. 选择系统：\*\*Raspberry Pi OS Lite (64-bit)\*\* 3. 点击齿轮图标（⚙️）预配置： - 设置主机名：`gateway-host` - 启用 SSH - 设置用户名/密码 - 配置 WiFi（如果不使用以太网） 4. 刷写到你的 SD 卡 / USB 驱动器 5. 插入并启动 Pi ## 2) 通过 SSH 连接 ```bash ssh user@gateway-host # 或使用 IP 地址 ssh user@192.168.x.x ``` ## 3) 系统设置 ```bash # 更新系统 sudo apt update && sudo apt upgrade -y # 安装必要软件包 sudo apt install -y git curl build-essential # 设置时区（对 cron/提醒很重要） sudo timedatectl set-timezone America/Chicago # 改成你的时区 ``` ## 4) 安装 Node.js 22（ARM64） ```bash # 通过 NodeSource 安装 Node.js curl -fsSL https://deb.nodesource.com/setup\_22.x | sudo -E bash - sudo apt install -y nodejs # 验证 node --version # 应显示 v22.x.x npm --version ``` ## 5) 添加交换空间（2GB 或更少内存时很重要） 交换空间可防止内存不足崩溃： ```bash # 创建 2GB 交换文件 sudo fallocate -l 2G /swapfile sudo chmod 600 /swapfile sudo mkswap /swapfile sudo swapon /swapfile # 永久生效 echo '/swapfile none swap sw 0 0' | sudo tee -a /etc/fstab # 优化低内存（降低 swappiness） echo 'vm.swappiness=10' | sudo tee -a /etc/sysctl.conf sudo sysctl -p ``` ## 6) 安装 OpenClaw ### 选项 A：标准安装（推荐） ```bash curl -fsSL https://openclaw.ai/install.sh | bash ``` ### 选项 B：可修改安装（用于调试） ```bash git clone https://github.com/openclaw/openclaw.git cd openclaw npm install npm run build npm link ``` 可修改安装让你可以直接访问日志和代码 — 对调试 ARM 特定问题很有用。 ## 7) 运行新手引导 ```bash openclaw onboard --install-daemon ``` 按照向导操作： 1. \*\*Gateway 网关模式：\*\* Local 2. \*\*认证：\*\* 推荐 API 密钥（OAuth 在无头 Pi 上可能不稳定） 3. \*\*渠道：\*\* Telegram 最容易上手 4. \*\*守护进程：\*\* 是（systemd） ## 8) 验证安装 ```bash # 检查状态 openclaw status # 检查服务 sudo systemctl status openclaw # 查看日志 journalctl -u openclaw -f ``` ## 9) 访问仪表板 由于 Pi 是无头的，使用 SSH 隧道： ```bash # 从你的笔记本电脑/台式机 ssh -L 18789:localhost:18789 user@gateway-host # 然后在浏览器中打开 open http://localhost:18789 ``` 或使用 Tailscale 实现常驻访问： ```bash # 在 Pi 上 curl -fsSL https://tailscale.com/install.sh | sh sudo tailscale up # 更新配置 openclaw config set gateway.bind tailnet sudo systemctl restart openclaw ``` --- ## 性能优化 ### 使用 USB SSD（巨大改进） SD 卡速度慢且会磨损。USB SSD 可大幅提升性能： ```bash # 检查是否从 USB 启动 lsblk ``` 设置请参见 [Pi USB 启动指南](https://www.raspberrypi.com/documentation/computers/raspberry-pi.html#usb-mass-storage-boot)。 ### 减少内存使用 ```bash # 禁用 GPU 内存分配（无头模式） echo 'gpu\_mem=16' | sudo tee -a /boot/config.txt # 如不需要则禁用蓝牙 sudo systemctl disable bluetooth ``` ### 监控资源 ```bash # 检查内存 free -h # 检查 CPU 温度 vcgencmd measure\_temp # 实时监控 htop ``` --- ## ARM 特定说明 ### 二进制兼容性 大多数 OpenClaw 功能在 ARM64 上可用，但某些外部二进制文件可能需要 ARM 构建： | 工具 | ARM64 状态 | 说明 | | ------------------ | ---------- | ----------------------------------- | | Node.js | ✅ | 运行良好 | | WhatsApp (Baileys) | ✅ | 纯 JS，无问题 | | Telegram | ✅ | 纯 JS，无问题 | | gog (Gmail CLI) | ⚠️ | 检查是否有 ARM 版本 | | Chromium (browser) | ✅ | `sudo apt install chromium-browser` | | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/raspberry-pi.md | main | opebclaw | [
-0.01957906410098076,
0.05922676995396614,
0.011624162085354328,
-0.05028736591339111,
-0.025233237072825432,
-0.0024140009190887213,
0.0783989205956459,
-0.0033386219292879105,
0.046816375106573105,
-0.011212935671210289,
0.1352756917476654,
-0.06812500953674316,
0.03555380553007126,
-0.0206488948315382,
0.010245748795568943,
0.05807584524154663,
-0.04713916406035423,
-0.03868311643600464,
-0.029433036223053932,
-0.07754746079444885,
-0.03102337010204792,
-0.07593119144439697,
0.008819863200187683,
0.0004252975049894303,
-0.05425770953297615,
0.035965390503406525,
-0.016848351806402206,
0.015763070434331894,
-0.026093294844031334,
-0.05380585789680481,
-0.06416881829500198,
0.14355839788913727,
0.004736016970127821,
0.05502014607191086,
0.07280220091342926,
0.04409945011138916,
0.040252264589071274,
-0.053333695977926254,
0.02168496511876583,
0.010280387476086617,
-0.03714615851640701,
-0.02430826425552368,
0.04390796646475792,
-0.01711597666144371,
0.03530489653348923,
0.01554296538233757,
-0.0713752880692482,
-0.0057308608666062355,
0.01755284145474434,
-0.08423496782779694,
-0.06711018830537796,
0.05240209773182869,
-0.05874323472380638,
0.03497428074479103,
0.05205252394080162,
-0.009688761085271835,
0.012646115384995937,
0.015224295668303967,
0.053020548075437546,
0.038262467831373215,
-0.06278758496046066,
0.019932962954044342,
0.009478679858148098,
-0.0028002983890473843,
-0.08969878405332565,
-0.0028731031343340874,
-0.0784512609243393,
-0.022340737283229828,
-0.021888209506869316,
0.044625528156757355,
-0.012345363385975361,
0.050759121775627136,
-0.004235591273754835,
0.0013447790406644344,
-0.0661160796880722,
-0.03779323026537895,
-0.010732346214354038,
0.0003267722495365888,
-0.09411847591400146,
-0.09302829951047897,
-0.05641152709722519,
-0.011249530129134655,
0.03927379474043846,
-0.008427864871919155,
-0.05847007408738136,
0.10716234892606735,
-0.04098774492740631,
-0.009438210166990757,
0.018214784562587738,
-0.05401802435517311,
-0.012634462676942348,
0.0435662567615509,
-0.008768678642809391,
0.055526748299598694,
-0.03600813075900078,
-0.05837970972061157,
0.024404305964708328,
-0.06625785678625107,
-0.10007458180189133,
0.031141383573412895,
0.05991782248020172,
0.028274407610297203,
0.004333409946411848,
-0.08516604453325272,
-0.08067641407251358,
-0.04087946191430092,
0.014117293991148472,
0.047025833278894424,
0.051937784999608994,
0.0032925938721746206,
-0.037104081362485886,
-0.09334691613912582,
0.0016000103205442429,
-0.05719028040766716,
-0.015462764538824558,
0.016488999128341675,
-0.005669922102242708,
-0.06829500198364258,
-0.006243743933737278,
0.0004965274129062891,
0.022896014153957367,
0.002806630916893482,
-0.08085504919290543,
-0.018428217619657516,
-0.08973491936922073,
-0.029241880401968956,
0.09744458645582199,
1.1232713612480765e-33,
-0.008151350542902946,
0.07181842625141144,
-0.01825021207332611,
-0.025460174307227135,
0.015316116623580456,
-0.0185500830411911,
-0.0040016090497374535,
0.01380939781665802,
-0.08174185454845428,
0.05782544985413551,
-0.08555370569229126,
0.025760097429156303,
-0.07262780517339706,
0.018193664029240608,
0.07907820492982864,
-0.09831023961305618,
-0.001873619039542973,
-0.029669959098100662,
0.03670969232916832,
-0.05734005942940712,
0.05019211396574974,
0.00556417228654027,
-0.0239108894020319,
-0.04346587508916855,
0.05044544115662575,
0.055777087807655334,
0.04925529658794403,
-0.057642873376607895,
0.07447026669979095,
0.023611392825841904,
-0.027355944737792015,
0.02397656813263893,
-0.021337946876883507,
-0.02443906106054783,
-0.06578411161899567,
0.02101775072515011,
-0.004905938170850277,
-0.013696691021323204,
-0.036681611090898514,
0.04125674441456795,
-0.03276016563177109,
-0.027310648933053017,
-0.014079714193940163,
-0.014377910643815994,
0.01998315379023552,
0.010021650232374668,
-0.043281760066747665,
-0.09313510358333588,
0.07779571413993835,
-0.02709605172276497,
-0.11269821971654892,
-0.009620614349842072,
-0.015424583107233047,
0.0341084860265255,
0.027499813586473465,
-0.06766193360090256,
-0.04296329990029335,
-0.02580641768872738,
-0.0008079027757048607,
0.028475705534219742,
0.029253806918859482,
-0.05491097643971443,
-0.043441321700811386,
-0.015802733600139618,
0.04981069266796112,
-0.01962830312550068,
-0.00044764697668142617,
0.014077446423470974,
-0.030944645404815674,
0.01346992515027523,
-0.061623282730579376,
0.0064674620516598225,
0.11600162833929062,
0.031858447939157486,
-0.0549914725124836,
-0.021355895325541496,
-0.10978508740663528,
0.010140755213797092,
0.028917044401168823,
-0.002298882929608226,
-0.0633387342095375,
-0.06699975579977036,
0.0022286379244178534,
-0.01768765039741993,
0.011946693062782288,
0.08388093113899231,
0.1247870922088623,
-0.03609832003712654,
-0.031037991866469383,
0.10573126375675201,
-0.17273171246051788,
0.02734655886888504,
0.03903190419077873,
-0.010716370306909084,
-0.07422696799039841,
-4.900241423286622e-33,
-0.0690528154373169,
0.07089164853096008,
-0.07144125550985336,
-0.002352349692955613,
0.008704883977770805,
-0.020840972661972046,
0.05307361111044884,
0.0369582362473011,
-7.140245088521624e-7,
0.07311680912971497,
-0.032944224774837494,
0.0019791261292994022,
0.07265301048755646,
-0.04330425709486008,
0.03783794119954109,
0.009401529096066952,
0.006573844701051712,
0.040070995688438416,
-0.0304243303835392,
0.05612150579690933,
-0.10021156817674637,
0.021230200305581093,
-0.16543231904506683,
0.03591282293200493,
0.012619063258171082,
0.10839346051216125,
0.12170286476612091,
-0.06841991096735,
0.012158616445958614,
0.01763584092259407,
-0.013489780947566032,
-0.06591862440109253,
-0.04673292487859726,
0.15523743629455566,
-0.018688630312681198,
-0.013768418692052364,
0.0738033726811409,
0.010118275880813599,
-0.043335773050785065,
-0.008678164333105087,
0.03337810933589935,
-0.03747812658548355,
0.002580162836238742,
-0.03352044150233269,
-0.02082979679107666,
-0.0018479762366041541,
-0.05747365579009056,
-0.039314400404691696,
-0.1344701051712036,
0.006975299678742886,
0.08368927240371704,
-0.07218395173549652,
-0.033847372978925705,
-0.04091889411211014,
-0.013356407172977924,
-0.008991536684334278,
0.01773560605943203,
-0.06759428977966309,
0.0027561632450670004,
-0.15020963549613953,
0.03225713223218918,
-0.0110365841537714,
0.012600511312484741,
0.06066453084349632,
0.023967880755662918,
-0.018081367015838623,
0.08922804892063141,
0.04468602314591408,
-0.0055771078914403915,
-0.12771901488304138,
0.009532363153994083,
0.019728949293494225,
0.0003311761247459799,
-0.014380249194800854,
-0.0003301110991742462,
0.005299174692481756,
-0.029400967061519623,
0.10831411182880402,
0.009648075327277184,
0.027185246348381042,
0.012298176065087318,
-0.02253188192844391,
0.002096179174259305,
0.020198745653033257,
-0.043194957077503204,
-0.04506527632474899,
-0.010955623351037502,
0.06647470593452454,
-0.0008970106719061732,
0.003047182224690914,
-0.025277171283960342,
0.05978973209857941,
-0.030723782256245613,
0.043703049421310425,
0.00036437655217014253,
-4.425050548206855e-8,
-0.03406307473778725,
-0.03298718482255936,
-0.050808921456336975,
-0.014105383306741714,
-0.0020090402103960514,
-0.09069348126649857,
0.043828632682561874,
0.016582094132900238,
0.00851683784276247,
-0.03166425600647926,
0.030161907896399498,
-0.02876294031739235,
-0.07543492317199707,
0.03800179809331894,
-0.041589006781578064,
0.04690995812416077,
-0.06619081646203995,
0.03490014746785164,
0.057744450867176056,
-0.05281927064061165,
-0.0037757616955786943,
0.038658928126096725,
0.03428362309932709,
-0.0697275698184967,
-0.0730486661195755,
0.06430793553590775,
-0.08829338103532791,
0.028972629457712173,
-0.034122224897146225,
-0.03148015961050987,
-0.019884314388036728,
-0.04033626243472099,
0.019588271155953407,
-0.01715283840894699,
0.02939789928495884,
0.03569057211279869,
0.06506004184484482,
-0.037166573107242584,
0.027186520397663116,
0.09443090111017227,
0.06330661475658417,
-0.03253421187400818,
-0.02691848762333393,
0.024921143427491188,
0.07787804305553436,
-0.07580369710922241,
0.020155098289251328,
-0.04030603542923927,
0.06307469308376312,
0.04073171317577362,
-0.07323164492845535,
0.013751454651355743,
0.07801094651222229,
-0.027358943596482277,
0.026988090947270393,
0.017661036923527718,
0.021337194368243217,
-0.021275263279676437,
-0.010849994607269764,
0.09837418794631958,
0.048998281359672546,
0.053686998784542084,
-0.014497514814138412,
0.041763611137866974
] | 0.106682 |
---------- | ----------------------------------- | | Node.js | ✅ | 运行良好 | | WhatsApp (Baileys) | ✅ | 纯 JS，无问题 | | Telegram | ✅ | 纯 JS，无问题 | | gog (Gmail CLI) | ⚠️ | 检查是否有 ARM 版本 | | Chromium (browser) | ✅ | `sudo apt install chromium-browser` | 如果某个 skill 失败，检查其二进制文件是否有 ARM 构建。许多 Go/Rust 工具有；有些没有。 ### 32 位 vs 64 位 \*\*始终使用 64 位系统。\*\* Node.js 和许多现代工具需要它。使用以下命令检查： ```bash uname -m # 应显示：aarch64（64 位）而不是 armv7l（32 位） ``` --- ## 推荐的模型设置 由于 Pi 只是 Gateway 网关（模型在云端运行），使用基于 API 的模型： ```json { "agents": { "defaults": { "model": { "primary": "anthropic/claude-sonnet-4-20250514", "fallbacks": ["openai/gpt-4o-mini"] } } } } ``` \*\*不要尝试在 Pi 上运行本地 LLM\*\* — 即使是小模型也太慢了。让 Claude/GPT 来做繁重的工作。 --- ## 开机自启 新手引导向导会设置这个，但要验证： ```bash # 检查服务是否已启用 sudo systemctl is-enabled openclaw # 如果没有则启用 sudo systemctl enable openclaw # 开机启动 sudo systemctl start openclaw ``` --- ## 故障排除 ### 内存不足（OOM） ```bash # 检查内存 free -h # 添加更多交换空间（见步骤 5） # 或减少 Pi 上运行的服务 ``` ### 性能慢 - 使用 USB SSD 代替 SD 卡 - 禁用未使用的服务：`sudo systemctl disable cups bluetooth avahi-daemon` - 检查 CPU 降频：`vcgencmd get\_throttled`（应返回 `0x0`） ### 服务无法启动 ```bash # 检查日志 journalctl -u openclaw --no-pager -n 100 # 常见修复：重新构建 cd ~/openclaw # 如果使用可修改安装 npm run build sudo systemctl restart openclaw ``` ### ARM 二进制问题 如果某个 skill 失败并显示"exec format error"： 1. 检查该二进制文件是否有 ARM64 构建 2. 尝试从源代码构建 3. 或使用支持 ARM 的 Docker 容器 ### WiFi 断开 对于使用 WiFi 的无头 Pi： ```bash # 禁用 WiFi 电源管理 sudo iwconfig wlan0 power off # 永久生效 echo 'wireless-power off' | sudo tee -a /etc/network/interfaces ``` --- ## 成本对比 | 设置 | 一次性成本 | 月费 | 说明 | | -------------- | ---------- | -------- | ------------------ | | \*\*Pi 4 (2GB)\*\* | ~$45 | $0 | + 电费（约 $5/年） | | \*\*Pi 4 (4GB)\*\* | ~$55 | $0 | 推荐 | | \*\*Pi 5 (4GB)\*\* | ~$60 | $0 | 最佳性能 | | \*\*Pi 5 (8GB)\*\* | ~$80 | $0 | 过剩但面向未来 | | DigitalOcean | $0 | $6/月 | $72/年 | | Hetzner | $0 | €3.79/月 | 约 $50/年 | \*\*回本期：\*\* 与云 VPS 相比，Pi 约 6-12 个月内回本。 --- ## 另请参阅 - [Linux 指南](/platforms/linux) — 通用 Linux 设置 - [DigitalOcean 指南](/platforms/digitalocean) — 云替代方案 - [Hetzner 指南](/platforms/hetzner) — Docker 设置 - [Tailscale](/gateway/tailscale) — 远程访问 - [节点](/nodes) — 将你的笔记本电脑/手机与 Pi Gateway 网关配对 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/raspberry-pi.md | main | opebclaw | [
-0.08220529556274414,
0.024320431053638458,
0.02634095959365368,
-0.06770548969507217,
0.03780124709010124,
-0.05647389963269234,
-0.019930679351091385,
0.03755335882306099,
-0.01786496490240097,
-0.006347703747451305,
0.08983480930328369,
-0.048965808004140854,
0.03258301690220833,
-0.023943522945046425,
0.0468578115105629,
0.0507098026573658,
-0.05704757198691368,
-0.016649529337882996,
0.0403478629887104,
-0.02176983281970024,
-0.07566601037979126,
-0.028269542381167412,
0.015120481140911579,
0.0010659643448889256,
0.011714272201061249,
0.07673072814941406,
-0.13586410880088806,
-0.0036019894760102034,
0.021437980234622955,
-0.054263900965452194,
-0.03221191093325615,
0.07004796713590622,
0.03775361180305481,
-0.008621105924248695,
0.04281872883439064,
0.11438196897506714,
-0.014173966832458973,
-0.0364573672413826,
-0.07652098685503006,
0.01852361671626568,
-0.014044276438653469,
0.054682184010744095,
-0.05529908463358879,
-0.040527403354644775,
-0.013347591273486614,
-0.08683668076992035,
-0.08621443808078766,
-0.03950273245573044,
-0.09452009946107864,
-0.0045869918540120125,
-0.05244879424571991,
0.02128283493220806,
-0.0022856940049678087,
-0.017542297020554543,
-0.04278820753097534,
0.047408103942871094,
-0.0698094516992569,
0.06571205705404282,
0.0896705910563469,
0.08380702883005142,
-0.05770088732242584,
-0.014920707792043686,
-0.010490581393241882,
0.030783403664827347,
-0.049651842564344406,
0.0801771730184555,
-0.03911988437175751,
-0.03253120556473732,
-0.026885686442255974,
0.023209063336253166,
-0.021832089871168137,
-0.0029002740047872066,
-0.06025649607181549,
0.009405131451785564,
-0.06979162245988846,
-0.028459886088967323,
0.05310005322098732,
0.0646832138299942,
-0.13455107808113098,
-0.04975445568561554,
-0.08293776214122772,
-0.03347822278738022,
-0.03520684316754341,
0.058580126613378525,
-0.047956496477127075,
0.16756877303123474,
-0.020644821226596832,
-0.030817143619060516,
0.06323954463005066,
-0.02279575914144516,
-0.03110579214990139,
-0.03801007941365242,
0.022965960204601288,
0.05273469164967537,
0.05283915251493454,
0.05030786991119385,
0.11142928898334503,
0.0664266049861908,
-0.07347282767295837,
0.03376718610525131,
0.0834018662571907,
-0.06290260702371597,
0.005426599178463221,
-0.07032571732997894,
0.0005261253099888563,
0.032468028366565704,
-0.050742506980895996,
0.05989289656281471,
0.08613109588623047,
-0.046060264110565186,
0.024295557290315628,
-0.04373851418495178,
0.007975336164236069,
-0.10486301779747009,
-0.03540391847491264,
-0.009894303046166897,
0.03146043419837952,
-0.04448286443948746,
0.07978738844394684,
0.08265473693609238,
0.13594770431518555,
0.0004951683222316206,
-0.10673008114099503,
-0.025687426328659058,
-0.021988114342093468,
-0.05207217112183571,
0.12124628573656082,
1.3487447693892227e-33,
0.02369699999690056,
-0.036391980946063995,
-0.02446080558001995,
-0.02469521202147007,
0.06667623668909073,
-0.01588384248316288,
0.00889802910387516,
0.0014560020063072443,
-0.13054895401000977,
-0.04060257971286774,
0.03625444695353508,
0.018751658499240875,
-0.07707536965608597,
-0.03606656566262245,
-0.014913385733962059,
-0.025385135784745216,
0.01335339155048132,
0.0133326081559062,
0.0708814486861229,
-0.03758968040347099,
-0.02977011911571026,
0.013619746081531048,
-0.037121716886758804,
0.05849265307188034,
-0.05804206430912018,
0.07433532178401947,
0.04449501633644104,
0.014598156325519085,
-0.005633535794913769,
-0.0037453060504049063,
0.04583931341767311,
-0.04116367548704147,
-0.026547666639089584,
0.02446218952536583,
-0.007259093225002289,
-0.03230183199048042,
-0.08359349519014359,
-0.002528614364564419,
-0.0670589879155159,
0.030501358211040497,
-0.021978652104735374,
0.018890511244535446,
-0.07919104397296906,
0.004814749117940664,
0.0983162522315979,
-0.07297314703464508,
-0.0665566548705101,
-0.0690564215183258,
0.025737853720784187,
0.015892131254076958,
-0.10257568210363388,
0.043742645531892776,
0.027593018487095833,
0.018765833228826523,
0.005883961450308561,
-0.011266777291893959,
-0.022215096279978752,
-0.008803682401776314,
-0.02920391783118248,
-0.012566303834319115,
0.07071545720100403,
0.04659212753176689,
-0.005666118115186691,
0.008285515941679478,
0.03296251595020294,
-0.03990646451711655,
-0.03075549378991127,
0.022052260115742683,
-0.03162703663110733,
0.020413490012288094,
-0.07827973365783691,
-0.007671169936656952,
0.10246668010950089,
0.10747113078832626,
-0.005840043071657419,
-0.03548558056354523,
-0.06807257235050201,
-0.020932765677571297,
0.04791191592812538,
-0.04846295714378357,
-0.02599712647497654,
-0.03575863689184189,
-0.04637289047241211,
0.0077018290758132935,
0.03495299071073532,
0.043963298201560974,
0.024053549394011497,
0.025400450453162193,
-0.03770487755537033,
0.06523565202951431,
-0.03245783597230911,
0.04047219455242157,
-0.00318012572824955,
-0.04441333934664726,
-0.05523990839719772,
-4.449033794195241e-33,
-0.018384573981165886,
0.02543097361922264,
-0.047550562769174576,
0.05101848766207695,
-0.0026725642383098602,
-0.065874844789505,
0.027989860624074936,
-0.0012641747016459703,
0.035231608897447586,
0.03848344087600708,
0.011410817503929138,
0.08089987933635712,
0.009266991168260574,
-0.03691696375608444,
0.02023475244641304,
0.10499709844589233,
0.0270113293081522,
-0.004415430128574371,
-0.03440597653388977,
-0.028688067570328712,
-0.03563481196761131,
0.036601338535547256,
-0.11396823823451996,
0.10857027769088745,
0.03052346594631672,
0.02686285600066185,
0.05612929165363312,
-0.043751511722803116,
-0.004762398079037666,
-0.01638154499232769,
0.007769082672894001,
0.033575281500816345,
-0.08930791169404984,
0.1404871642589569,
0.06403449922800064,
-0.05032384395599365,
0.018077068030834198,
0.07733876258134842,
0.033238474279642105,
-0.0534137487411499,
0.017291808500885963,
-0.0529450997710228,
-0.008815102279186249,
-0.032316550612449646,
0.053377944976091385,
0.0358194001019001,
-0.026308000087738037,
0.009424598887562752,
-0.07393777370452881,
-0.00487016886472702,
0.048744864761829376,
-0.02710360661149025,
0.006608401890844107,
-0.04040137305855751,
0.02063184231519699,
-0.06558068841695786,
-0.003859343007206917,
-0.005783014930784702,
-0.038832880556583405,
-0.0883680209517479,
0.06551138311624527,
-0.06246624141931534,
-0.017307454720139503,
0.010982807725667953,
-0.038779646158218384,
-0.01955210603773594,
-0.08805858343839645,
0.06484372913837433,
-0.027646658942103386,
-0.07155802100896835,
0.010655595920979977,
0.008155080489814281,
0.005208011716604233,
-0.03636781498789787,
0.008892756886780262,
0.03668956086039543,
0.05044814571738243,
0.02024446427822113,
-0.02644897811114788,
0.03924334794282913,
-0.005956134293228388,
0.08616549521684647,
0.004756996873766184,
0.02557104453444481,
-0.025456393137574196,
0.015793589875102043,
-0.04517372325062752,
0.05473906174302101,
-0.014251857995986938,
-0.0331328809261322,
-0.012492146342992783,
0.07707932591438293,
-0.03860556334257126,
0.03615061193704605,
0.05653678625822067,
-5.733802055374326e-8,
0.00013723218580707908,
-0.09206598252058029,
-0.11871840059757233,
-0.008234999142587185,
0.0725165382027626,
-0.008396375924348831,
-0.013090996071696281,
-0.04574558138847351,
0.01873970963060856,
-0.060095831751823425,
0.009112536907196045,
-0.030110225081443787,
-0.0524129793047905,
0.042861033231019974,
-0.006401249207556248,
0.021785393357276917,
-0.09400639683008194,
0.03811436891555786,
0.031247209757566452,
-0.05191825330257416,
0.007072790060192347,
0.005314621143043041,
0.04722247272729874,
-0.014188762754201889,
-0.05966590717434883,
-0.027787037193775177,
0.0053289723582565784,
0.05571795254945755,
-0.06813955307006836,
-0.02398180030286312,
-0.03370579332113266,
-0.050894878804683685,
-0.04294155538082123,
-0.10155586898326874,
0.08935960382223129,
-0.0022466296795755625,
0.04103127494454384,
-0.06332862377166748,
0.012142772786319256,
0.006408489774912596,
0.03285223990678787,
-0.003705024253576994,
0.03483819589018822,
0.013570582494139671,
-0.004805001895874739,
-0.06299599260091782,
0.024193735793232918,
0.022910889238119125,
0.1154102012515068,
-0.060264501720666885,
0.033526547253131866,
-0.09028022736310959,
0.003725317306816578,
-0.01607527770102024,
0.024182358756661415,
0.028405753895640373,
0.03957631438970566,
-0.09783206135034561,
-0.029168689623475075,
0.006607656367123127,
0.05357667803764343,
0.0672568529844284,
0.08710050582885742,
0.044321365654468536
] | 0.047655 |
# OpenClaw macOS 配套应用（菜单栏 + Gateway 网关代理） macOS 应用是 OpenClaw 的\*\*菜单栏配套应用\*\*。它拥有权限，在本地管理/附加到 Gateway 网关（launchd 或手动），并作为节点向智能体暴露 macOS 功能。 ## 功能 - 在菜单栏中显示原生通知和状态。 - 拥有 TCC 提示（通知、辅助功能、屏幕录制、麦克风、语音识别、自动化/AppleScript）。 - 运行或连接到 Gateway 网关（本地或远程）。 - 暴露 macOS 专用工具（Canvas、相机、屏幕录制、`system.run`）。 - 在\*\*远程\*\*模式下启动本地节点主机服务（launchd），在\*\*本地\*\*模式下停止它。 - 可选地托管 \*\*PeekabooBridge\*\* 用于 UI 自动化。 - 根据请求通过 npm/pnpm 安装全局 CLI（`openclaw`）（不建议使用 bun 作为 Gateway 网关运行时）。 ## 本地 vs 远程模式 - \*\*本地\*\*（默认）：如果存在运行中的本地 Gateway 网关，应用附加到它；否则通过 `openclaw gateway install` 启用 launchd 服务。 - \*\*远程\*\*：应用通过 SSH/Tailscale 连接到 Gateway 网关，从不启动本地进程。 应用启动本地\*\*节点主机服务\*\*，以便远程 Gateway 网关可以访问此 Mac。 应用不会将 Gateway 网关作为子进程生成。 ## Launchd 控制 应用管理一个标记为 `bot.molt.gateway` 的每用户 LaunchAgent（使用 `--profile`/`OPENCLAW\_PROFILE` 时为 `bot.molt.`；旧版 `com.openclaw.\*` 仍会卸载）。 ```bash launchctl kickstart -k gui/$UID/bot.molt.gateway launchctl bootout gui/$UID/bot.molt.gateway ``` 运行命名配置文件时，将标签替换为 `bot.molt.`。 如果 LaunchAgent 未安装，从应用中启用它或运行 `openclaw gateway install`。 ## 节点功能（mac） macOS 应用将自身呈现为一个节点。常用命令： - Canvas：`canvas.present`、`canvas.navigate`、`canvas.eval`、`canvas.snapshot`、`canvas.a2ui.\*` - 相机：`camera.snap`、`camera.clip` - 屏幕：`screen.record` - 系统：`system.run`、`system.notify` 节点报告一个 `permissions` 映射，以便智能体可以决定什么是允许的。 节点服务 + 应用 IPC： - 当无头节点主机服务运行时（远程模式），它作为节点连接到 Gateway 网关 WS。 - `system.run` 在 macOS 应用中执行（UI/TCC 上下文）通过本地 Unix 套接字；提示 + 输出保留在应用内。 图示（SCI）： ``` Gateway -> Node Service (WS) | IPC (UDS + token + HMAC + TTL) v Mac App (UI + TCC + system.run) ``` ## Exec 审批（system.run） `system.run` 由 macOS 应用中的 \*\*Exec 审批\*\*控制（设置 → Exec approvals）。安全 + 询问 + 允许列表本地存储在 Mac 上： ``` ~/.openclaw/exec-approvals.json ``` 示例： ```json { "version": 1, "defaults": { "security": "deny", "ask": "on-miss" }, "agents": { "main": { "security": "allowlist", "ask": "on-miss", "allowlist": [{ "pattern": "/opt/homebrew/bin/rg" }] } } } ``` 注意事项： - `allowlist` 条目是解析后二进制路径的 glob 模式。 - 在提示中选择"Always Allow"会将该命令添加到允许列表。 - `system.run` 环境覆盖会被过滤（删除 `PATH`、`DYLD\_\*`、`LD\_\*`、`NODE\_OPTIONS`、`PYTHON\*`、`PERL\*`、`RUBYOPT`），然后与应用的环境合并。 ## 深度链接 应用为本地操作注册 `openclaw://` URL 方案。 ### `openclaw://agent` 触发 Gateway 网关 `agent` 请求。 ```bash open 'openclaw://agent?message=Hello%20from%20deep%20link' ``` 查询参数： - `message`（必需） - `sessionKey`（可选） - `thinking`（可选） - `deliver` / `to` / `channel`（可选） - `timeoutSeconds`（可选） - `key`（可选无人值守模式密钥） 安全： - 没有 `key` 时，应用会提示确认。 - 有有效的 `key` 时，运行是无人值守的（用于个人自动化）。 ## 新手引导流程（典型） 1. 安装并启动 \*\*OpenClaw.app\*\*。 2. 完成权限清单（TCC 提示）。 3. 确保\*\*本地\*\*模式处于活动状态且 Gateway 网关正在运行。 4. 如果你想要终端访问，安装 CLI。 ## 构建和开发工作流程（原生） - `cd apps/macos && swift build` - `swift run OpenClaw`（或 Xcode） - 打包应用：`scripts/package-mac-app.sh` ## 调试 Gateway 网关连接（macOS CLI） 使用调试 CLI 来执行与 macOS 应用使用的相同的 Gateway 网关 WebSocket 握手和发现逻辑，而无需启动应用。 ```bash cd apps/macos swift run openclaw-mac connect --json swift run openclaw-mac discover --timeout 3000 --json ``` Connect 选项： - `--url `：覆盖配置 - `--mode `：从配置解析（默认：配置或 local） - `--probe`：强制进行新的健康探测 - `--timeout `：请求超时（默认：`15000`） - `--json`：用于比较的结构化输出 Discovery 选项： - `--include-local`：包含会被过滤为"本地"的 Gateway 网关 - `--timeout `：总体发现窗口（默认：`2000`） - `--json`：用于比较的结构化输出 提示：与 `openclaw gateway discover --json` 比较，查看 macOS 应用的发现管道（NWBrowser + tailnet DNS-SD 回退）是否与 Node CLI 基于 `dns-sd` 的发现不同。 ## 远程连接管道（SSH 隧道） 当 macOS 应用在\*\*远程\*\*模式下运行时，它会打开一个 SSH 隧道，以便本地 UI 组件可以像在 localhost 上一样与远程 Gateway 网关通信。 ### 控制隧道（Gateway 网关 WebSocket 端口） - \*\*目的：\*\*健康检查、状态、Web Chat、配置和其他控制平面调用。 - \*\*本地端口：\*\*Gateway 网关端口（默认 `18789`），始终稳定。 - \*\*远程端口：\*\*远程主机上的相同 Gateway 网关端口。 - \*\*行为：\*\*无随机本地端口；应用复用现有的健康隧道或在需要时重启它。 - \*\*SSH 形式：\*\*`ssh -N -L :127.0.0.1:`，带有 BatchMode + ExitOnForwardFailure + keepalive 选项。 - \*\*IP 报告：\*\*SSH 隧道使用 loopback，因此 Gateway 网关将看到节点 IP 为 `127.0.0.1`。如果你想要显示真实的客户端 IP，请使用 \*\*Direct (ws/wss)\*\* 传输（参见 [macOS 远程访问](/platforms/mac/remote)）。 有关设置步骤，请参阅 [macOS 远程访问](/platforms/mac/remote)。有关协议详情，请参阅 [Gateway 网关协议](/gateway/protocol)。 ## 相关文档 - [Gateway 网关运维手册](/gateway) - [Gateway 网关（macOS）](/platforms/mac/bundled-gateway) - [macOS 权限](/platforms/mac/permissions) - [Canvas](/platforms/mac/canvas) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/macos.md | main | opebclaw | [
-0.013331379741430283,
0.031086334958672523,
0.02596266195178032,
-0.08403059095144272,
-0.018862731754779816,
-0.04766993969678879,
0.048466894775629044,
0.04403415322303772,
0.01123342476785183,
0.03655824810266495,
0.1338130682706833,
-0.030331693589687347,
0.05453110486268997,
-0.02420322224497795,
0.026892224326729774,
0.033129628747701645,
-0.051946211606264114,
0.01640547811985016,
0.0009816631209105253,
-0.003148480551317334,
-0.0031197641510516405,
-0.07954031974077225,
-0.0014081965200603008,
0.022281445562839508,
-0.0435248427093029,
0.06135150045156479,
-0.006132347974926233,
0.035768140107393265,
-0.01384746190160513,
-0.029895085841417313,
-0.06966987997293472,
0.06869324296712875,
-0.07180745899677277,
-0.028347808867692947,
0.1454489827156067,
0.11491363495588303,
0.054387401789426804,
-0.03934916853904724,
-0.08322670310735703,
-0.018540648743510246,
-0.04420063644647598,
0.019428545609116554,
0.04325857385993004,
0.0069521283730864525,
0.02704462595283985,
0.005200438667088747,
-0.04586010426282883,
-0.026119161397218704,
-0.04684215039014816,
-0.08663860708475113,
-0.055494654923677444,
-0.026349280029535294,
-0.007751112803816795,
-0.027862470597028732,
0.043144967406988144,
0.016124602407217026,
0.013611538335680962,
-0.0011894729686900973,
0.09012459963560104,
-0.004993434529751539,
-0.03791898488998413,
0.023368874564766884,
-0.03430362045764923,
0.008281934075057507,
-0.0438741073012352,
-0.021383345127105713,
-0.028633667156100273,
0.006192314904183149,
-0.034295834600925446,
0.028696885332465172,
-0.016776934266090393,
-0.03251988813281059,
0.03227552771568298,
-0.022465018555521965,
-0.06218630075454712,
-0.05021359771490097,
0.008136979304254055,
0.04167166352272034,
-0.07411765307188034,
-0.12224507331848145,
-0.015709247440099716,
-0.023197785019874573,
0.023420603945851326,
0.00014906274736858904,
-0.05025181919336319,
0.0741930678486824,
-0.042537394911050797,
-0.07010020315647125,
0.13421355187892914,
0.016980139538645744,
0.012364157475531101,
0.014678044244647026,
0.008219012059271336,
0.03706241399049759,
0.12023293972015381,
-0.11799508333206177,
0.02405182272195816,
-0.013196107000112534,
-0.05227634310722351,
0.03773898258805275,
-0.002478715032339096,
-0.004810363985598087,
0.0083458898589015,
0.02723059616982937,
0.014698062092065811,
-0.00959466490894556,
-0.04188382253050804,
-0.00566766457632184,
0.05120393633842468,
0.052217449992895126,
-0.04099230840802193,
-0.07774922251701355,
0.014612805098295212,
-0.05121100693941116,
-0.01082063652575016,
0.04917266219854355,
0.009338906034827232,
-0.092584989964962,
0.015203164890408516,
-0.00596692506223917,
0.0867508053779602,
0.002524958923459053,
-0.05841479450464249,
0.008446838706731796,
-0.02122180350124836,
-0.03177718073129654,
0.1781640499830246,
-6.79826219304946e-34,
-0.06592216342687607,
-0.06783562153577805,
-0.03927354887127876,
-0.034690409898757935,
0.10350561141967773,
-0.10604395717382431,
-0.02433013916015625,
0.005364663433283567,
-0.09155123680830002,
0.05307420715689659,
-0.061045702546834946,
-0.026712464168667793,
-0.1018323078751564,
0.028095640242099762,
0.07242786139249802,
-0.07764208316802979,
0.022580327466130257,
-0.007694292347878218,
0.023681122809648514,
-0.010906904935836792,
0.1063402071595192,
-0.06157150864601135,
-0.021580882370471954,
-0.06869694590568542,
-0.04830855131149292,
0.03852938860654831,
-0.04514889419078827,
-0.015360250137746334,
0.0050795916467905045,
0.04997241124510765,
-0.004087923560291529,
-0.021082811057567596,
-0.04344172403216362,
0.00561928516253829,
-0.10765688121318817,
-0.03763514757156372,
0.023024186491966248,
-0.04208322986960411,
-0.019229551777243614,
0.048005104064941406,
-0.13410884141921997,
-0.06418078392744064,
-0.0019488739781081676,
-0.006998585537075996,
0.07755722105503082,
-0.08978145569562912,
-0.12184672057628632,
0.017467930912971497,
0.009833370335400105,
0.04600408673286438,
-0.08464711904525757,
0.06551527231931686,
-0.0277969092130661,
-0.007783172652125359,
0.02274715155363083,
-0.04756934940814972,
-0.08102075755596161,
0.020266279578208923,
-0.012885733507573605,
0.03408520296216011,
0.015182560309767723,
0.0642474889755249,
-0.005263236816972494,
0.0003599587071221322,
0.09079157561063766,
0.01855406165122986,
-0.01251921709626913,
-0.005570579320192337,
-0.015087256208062172,
-0.0655197948217392,
-0.11773092299699783,
-0.022258464246988297,
0.07041999697685242,
0.08587896823883057,
0.003973366692662239,
-0.08179859071969986,
-0.04580025374889374,
0.061104316264390945,
0.031593866646289825,
-0.06464426219463348,
-0.037064794450998306,
-0.03868011757731438,
-0.05553974583745003,
0.009467019699513912,
-0.015820464119315147,
0.06062792241573334,
0.09372297674417496,
-0.027846278622746468,
-0.07473437488079071,
0.08203387260437012,
-0.10747663676738739,
-0.027425866574048996,
-0.020014597102999687,
0.03830883651971817,
0.0077893370762467384,
-5.1333617895218516e-33,
-0.0003628449921961874,
0.03923105448484421,
-0.07011774182319641,
-0.010550160892307758,
-0.05978788062930107,
0.008022172376513481,
0.051287077367305756,
-0.024556830525398254,
-0.0104525713250041,
0.03840891644358635,
-0.11250472068786621,
0.07195325195789337,
-0.013750536367297173,
-0.01920231431722641,
-0.0016900592017918825,
0.0009888694621622562,
0.019665347412228584,
0.06054626777768135,
-0.07211221009492874,
0.019426124170422554,
-0.016928520053625107,
0.0029601298738271,
-0.11060875654220581,
-0.03957571089267731,
0.03460652381181717,
0.04943865165114403,
0.06764798611402512,
0.019904013723134995,
-0.020358791574835777,
0.03883569315075874,
-0.05463341623544693,
0.021828947588801384,
-0.061953410506248474,
0.0925370380282402,
0.003743106499314308,
-0.0055441223084926605,
0.028429139405488968,
0.006226679775863886,
-0.05083678290247917,
0.0006846926989965141,
0.07187836617231369,
0.00731777586042881,
-0.0023834898602217436,
-0.01515425555408001,
-0.0238190907984972,
0.10631388425827026,
-0.052849091589450836,
-0.025412840768694878,
-0.07045087963342667,
-0.09142446517944336,
0.06653661280870438,
-0.023108359426259995,
0.051363006234169006,
-0.008974774740636349,
0.04248420521616936,
0.034769635647535324,
0.012616213411092758,
-0.0890747606754303,
-0.07579959183931351,
-0.08784594386816025,
0.09312257170677185,
0.0016818391159176826,
-0.0549558624625206,
0.008192549459636211,
0.06542675197124481,
-0.050251323729753494,
-0.045821815729141235,
-0.007981319911777973,
0.014689000323414803,
-0.09078065305948257,
-0.0037776988465338945,
0.030988207086920738,
0.04033835232257843,
-0.06253107637166977,
0.005831120535731316,
0.02642429806292057,
0.01831156760454178,
0.06319788843393326,
-0.03373405709862709,
0.0068393973633646965,
0.022421641275286674,
0.05506318435072899,
0.03404673561453819,
0.035074666142463684,
-0.03559429198503494,
-0.0177132748067379,
-0.010586493648588657,
0.06597191840410233,
0.019214335829019547,
0.005325280595570803,
-0.0000432761044066865,
0.0657004863023758,
0.013111007399857044,
0.03979931399226189,
-0.0190206877887249,
-4.4200334059496527e-8,
-0.05949825420975685,
-0.061866357922554016,
-0.07254479080438614,
-0.03819100558757782,
-0.008889022283256054,
-0.010426027700304985,
-0.015463036485016346,
-0.04496585205197334,
-0.0437501035630703,
-0.06276964396238327,
0.02865622192621231,
0.07537997514009476,
-0.07597634941339493,
0.06263411045074463,
-0.06894984841346741,
0.022392764687538147,
-0.028715746477246284,
0.04233916103839874,
0.010322066023945808,
-0.062062542885541916,
-0.05481338873505592,
0.00779740558937192,
0.016217749565839767,
-0.059429507702589035,
-0.0783129408955574,
0.05178379639983177,
-0.036005109548568726,
0.007487199269235134,
-0.0323798768222332,
0.03892536833882332,
0.00011907950101885945,
-0.026177821680903435,
-0.012997465208172798,
0.06144481152296066,
-0.006344346329569817,
0.03572678565979004,
0.03411153703927994,
0.058275047689676285,
-0.009015527553856373,
-0.013503599911928177,
-0.03937266394495964,
-0.08019992709159851,
-0.03243740275502205,
0.01742338016629219,
0.090379498898983,
0.020445875823497772,
0.011654681526124477,
0.03602174296975136,
0.014506835490465164,
0.023534564301371574,
-0.018033849075436592,
-0.019003402441740036,
0.07810623943805695,
-0.015556673519313335,
0.04952596500515938,
-0.004199916962534189,
0.03587714582681656,
-0.10880535840988159,
-0.03218376263976097,
0.08867719769477844,
-0.04808328300714493,
0.06528277695178986,
0.016412975266575813,
0.032705459743738174
] | 0.13164 |
# 平台 OpenClaw 核心使用 TypeScript 编写。\*\*Node 是推荐的运行时\*\*。 不推荐 Bun 用于 Gateway 网关（WhatsApp/Telegram 存在 bug）。 配套应用适用于 macOS（菜单栏应用）和移动节点（iOS/Android）。Windows 和 Linux 配套应用已在计划中，但 Gateway 网关目前已完全支持。 Windows 原生配套应用也在计划中；推荐通过 WSL2 使用 Gateway 网关。 ## 选择你的操作系统 - macOS：[macOS](/platforms/macos) - iOS：[iOS](/platforms/ios) - Android：[Android](/platforms/android) - Windows：[Windows](/platforms/windows) - Linux：[Linux](/platforms/linux) ## VPS 和托管 - VPS 中心：[VPS 托管](/vps) - Fly.io：[Fly.io](/platforms/fly) - Hetzner（Docker）：[Hetzner](/platforms/hetzner) - GCP（Compute Engine）：[GCP](/platforms/gcp) - exe.dev（VM + HTTPS 代理）：[exe.dev](/platforms/exe-dev) ## 常用链接 - 安装指南：[入门指南](/start/getting-started) - Gateway 网关运行手册：[Gateway 网关](/gateway) - Gateway 网关配置：[配置](/gateway/configuration) - 服务状态：`openclaw gateway status` ## Gateway 网关服务安装（CLI） 使用以下任一方式（均支持）： - 向导（推荐）：`openclaw onboard --install-daemon` - 直接安装：`openclaw gateway install` - 配置流程：`openclaw configure` → 选择 \*\*Gateway service\*\* - 修复/迁移：`openclaw doctor`（提供安装或修复服务） 服务目标取决于操作系统： - macOS：LaunchAgent（`bot.molt.gateway` 或 `bot.molt.`；旧版 `com.openclaw.\*`） - Linux/WSL2：systemd 用户服务（`openclaw-gateway[-].service`） | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/index.md | main | opebclaw | [
-0.03146291896700859,
0.054807305335998535,
0.04996287450194359,
-0.06397604197263718,
0.08076930046081543,
-0.07645489275455475,
0.05605238676071167,
-0.04024035483598709,
0.0646754801273346,
0.013499405235052109,
0.11955931037664413,
-0.0315081849694252,
0.018267527222633362,
-0.010693078860640526,
0.08978468179702759,
0.047933429479599,
-0.06365657597780228,
-0.009090707637369633,
0.014960109256207943,
-0.0033949369098991156,
-0.04024973884224892,
0.004628223367035389,
0.02250855602324009,
0.02036334201693535,
-0.02719917707145214,
0.03614078089594841,
-0.0797058567404747,
0.022339018061757088,
-0.007762155961245298,
-0.0035887255799025297,
-0.04402735456824303,
0.09773556888103485,
-0.0680164322257042,
0.06168513372540474,
0.08208007365465164,
0.0770094245672226,
0.03413690999150276,
-0.03259884566068649,
-0.09060021489858627,
-0.024325793609023094,
-0.02134641259908676,
0.02008621208369732,
0.03463480994105339,
-0.004538254346698523,
-0.0077795651741325855,
-0.0001348468940705061,
-0.06879580020904541,
-0.05285065993666649,
-0.0778113305568695,
-0.043229468166828156,
-0.05554931238293648,
-0.059505973011255264,
-0.03010762482881546,
0.028158433735370636,
0.018310176208615303,
0.024712497368454933,
-0.0806346908211708,
0.03931179642677307,
0.084370918571949,
-0.0023522903211414814,
-0.05765899270772934,
0.007583587430417538,
-0.022450987249612808,
0.017697786912322044,
-0.14484313130378723,
0.051746152341365814,
-0.04380146041512489,
0.004767884034663439,
-0.0023875872138887644,
0.03383129462599754,
-0.02869146130979061,
0.012571140192449093,
-0.018129447475075722,
0.055417176336050034,
-0.07224587351083755,
0.001249765744432807,
0.049239467829465866,
-0.032128963619470596,
-0.13128535449504852,
-0.10473279654979706,
-0.0035781015176326036,
0.0017574713565409184,
-0.05797972157597542,
0.05037728324532509,
-0.017153359949588776,
0.11399741470813751,
-0.08652433753013611,
-0.056006502360105515,
0.019693003967404366,
0.0027974494732916355,
0.014758695848286152,
-0.07254302501678467,
0.0756584033370018,
0.05499626696109772,
0.04246443510055542,
0.0065880026668310165,
0.03165280818939209,
-0.014290931634604931,
-0.0610310360789299,
0.07089018076658249,
0.026131698861718178,
0.016536179929971695,
0.05903803929686546,
0.016132568940520287,
-0.01799733005464077,
0.01991146057844162,
-0.04038650915026665,
0.013216862455010414,
0.05459350347518921,
-0.0026103551499545574,
-0.06268411874771118,
-0.08180271089076996,
-0.03052932769060135,
-0.10425549745559692,
-0.055505137890577316,
0.007768035866320133,
-0.03629058226943016,
-0.029779648408293724,
-0.019994374364614487,
0.042959582060575485,
0.08832364529371262,
-0.06552224606275558,
-0.09717873483896255,
-0.059957876801490784,
-0.019833998754620552,
-0.02993263490498066,
0.07317210733890533,
2.575404164869981e-33,
0.04003370553255081,
0.00408228300511837,
-0.024056734517216682,
-0.00791909173130989,
0.08692027628421783,
-0.06856139004230499,
-0.0008591294172219932,
-0.03183947876095772,
-0.13159412145614624,
0.016921550035476685,
-0.052911244332790375,
-0.01607470028102398,
-0.0971297025680542,
0.001058343332260847,
0.04751177504658699,
-0.07104460150003433,
0.05387779697775841,
0.002790417755022645,
0.039341915398836136,
-0.002943168394267559,
0.00027169616078026593,
0.015206246636807919,
0.004854964092373848,
-0.07301731407642365,
-0.02696758136153221,
0.0689738541841507,
0.015321905724704266,
-0.06068222597241402,
0.06253723055124283,
0.019011596217751503,
0.018941178917884827,
-0.018173865973949432,
-0.02109396457672119,
-0.0029896500054746866,
-0.056822776794433594,
-0.00235595740377903,
-0.02941892296075821,
-0.020153440535068512,
-0.02166617475450039,
-0.007001275196671486,
-0.060102690011262894,
-0.009472102858126163,
-0.09893126785755157,
-0.005553597584366798,
0.14764079451560974,
-0.04562128707766533,
-0.11086468398571014,
-0.05120883882045746,
0.03549294173717499,
-0.026047304272651672,
-0.057239431887865067,
0.02680031768977642,
0.009890234097838402,
0.02739436738193035,
0.05228516831994057,
-0.030159184709191322,
-0.03769734129309654,
-0.007083662319928408,
-0.038165636360645294,
-0.007752183359116316,
0.011779315769672394,
0.004796238616108894,
0.01626194268465042,
-0.04969792813062668,
0.08533664047718048,
0.0007174562197178602,
-0.013524232432246208,
-0.012405085377395153,
-0.07477270066738129,
0.04902581125497818,
-0.06629670411348343,
-0.02142598293721676,
0.034106750041246414,
0.118790403008461,
-0.029341084882616997,
-0.035256076604127884,
-0.10398543626070023,
-0.012964356690645218,
0.018102513626217842,
0.025935962796211243,
-0.06291522830724716,
-0.019666001200675964,
-0.03437288850545883,
0.034339070320129395,
0.009813378565013409,
0.02472800947725773,
0.027981145307421684,
-0.09434683620929718,
-0.027911201119422913,
0.1049145832657814,
-0.12367498874664307,
0.09234139323234558,
0.029402343556284904,
-0.02505050227046013,
-0.14116674661636353,
-7.145531142273195e-33,
-0.052480194717645645,
0.06792298704385757,
-0.08805438131093979,
0.014510750770568848,
-0.07604097574949265,
-0.02903023734688759,
0.013118092902004719,
0.003898338647559285,
0.020675117149949074,
0.054975226521492004,
-0.01865173690021038,
0.07536671310663223,
0.057548779994249344,
-0.09699665009975433,
0.04599663242697716,
0.03579849749803543,
0.011748002842068672,
0.04197983071208,
-0.028066569939255714,
0.06790850311517715,
-0.04414832964539528,
0.02615758776664734,
-0.07695438712835312,
0.04144290089607239,
0.01698310486972332,
0.034705501049757004,
0.09219549596309662,
0.02013290859758854,
0.0006212060106918216,
-0.022209789603948593,
0.050633952021598816,
0.012564297765493393,
-0.04648953676223755,
0.0906812846660614,
0.11431317031383514,
0.019889358431100845,
-0.062138911336660385,
0.00618565222248435,
-0.020136434584856033,
-0.02401481568813324,
0.06035866215825081,
-0.08333452045917511,
-0.0034080599434673786,
-0.031053204089403152,
0.016645966097712517,
-0.007912025786936283,
-0.07599575817584991,
0.036779314279556274,
-0.07817476242780685,
-0.056315988302230835,
0.10404673963785172,
-0.06036783382296562,
-0.01854977011680603,
-0.033556342124938965,
0.056609079241752625,
0.055468324571847916,
-0.025258947163820267,
-0.030581096187233925,
-0.05284848436713219,
-0.13470007479190826,
0.07258076220750809,
-0.08938173204660416,
-0.0320148728787899,
0.02248402312397957,
0.0001977646170416847,
-0.04758889228105545,
-0.03302432596683502,
0.01942569948732853,
-0.010672940872609615,
-0.07119325548410416,
0.024222392588853836,
0.06970036029815674,
-0.04960453510284424,
-0.05598847568035126,
0.030480610206723213,
0.021566137671470642,
0.010689440183341503,
0.003911129664629698,
0.002726917387917638,
0.01981361210346222,
-0.013872213661670685,
0.11466126143932343,
0.0017748017562553287,
0.008442303165793419,
-0.05014452338218689,
-0.01829226128757,
-0.04103032872080803,
0.07073269784450531,
-0.030581781640648842,
-0.020568663254380226,
-0.02430151402950287,
0.033575933426618576,
0.037336140871047974,
0.07230864465236664,
-0.02674173191189766,
-5.101621169956161e-8,
-0.03730706870555878,
-0.08085552603006363,
-0.09520820528268814,
-0.05683719366788864,
-0.03687862306833267,
-0.01875017210841179,
0.04160398244857788,
-0.03771403431892395,
-0.01704561710357666,
-0.012079126201570034,
-0.008867396973073483,
0.0016215130453929305,
-0.09138182550668716,
0.04494196176528931,
-0.0177584420889616,
0.005388261284679174,
-0.0671696737408638,
0.08305803686380386,
0.012725729495286942,
-0.04868089780211449,
0.03142319619655609,
0.06640449166297913,
-0.008222452364861965,
-0.0044601536355912685,
-0.07312607020139694,
0.00918517168611288,
0.04524324834346771,
-0.005824376828968525,
-0.03622005507349968,
0.017193499952554703,
-0.0016664493596181273,
-0.047660768032073975,
-0.026234185323119164,
-0.014107628725469112,
0.022098494693636894,
0.061698488891124725,
-0.0002658462035469711,
-0.020123017951846123,
0.031496562063694,
0.012437442317605019,
0.03000708483159542,
-0.04505474120378494,
0.0003544492064975202,
0.03782382607460022,
-0.015706133097410202,
-0.053757354617118835,
0.040543776005506516,
0.08498566597700119,
0.019539736211299896,
0.0005890168249607086,
0.004931607283651829,
-0.01001342386007309,
0.013482987880706787,
-0.041318196803331375,
0.022818442434072495,
0.006989811081439257,
0.010287290439009666,
-0.08150553703308105,
-0.014744233340024948,
0.018440954387187958,
0.05343130603432655,
0.06882435828447342,
0.054577577859163284,
0.050835464149713516
] | 0.105981 |
# 在 macOS 虚拟机上运行 OpenClaw（沙箱隔离） ## 推荐默认方案（大多数用户） - \*\*小型 Linux VPS\*\* 用于永久在线的 Gateway 网关，成本低。参见 [VPS 托管](/vps)。 - \*\*专用硬件\*\*（Mac mini 或 Linux 机器）如果你想要完全控制和\*\*住宅 IP\*\* 用于浏览器自动化。许多网站会屏蔽数据中心 IP，所以本地浏览通常效果更好。 - \*\*混合方案：\*\* 将 Gateway 网关保持在廉价 VPS 上，当你需要浏览器/UI 自动化时，将你的 Mac 作为\*\*节点\*\*连接。参见[节点](/nodes)和 [Gateway 网关远程](/gateway/remote)。 当你特别需要 macOS 独有功能（iMessage/BlueBubbles）或想要与日常 Mac 严格隔离时，使用 macOS VM。 ## macOS VM 选项 ### 在你的 Apple Silicon Mac 上运行本地 VM（Lume） 使用 [Lume](https://cua.ai/docs/lume) 在你现有的 Apple Silicon Mac 上的沙箱 macOS VM 中运行 OpenClaw。 这为你提供： - 隔离的完整 macOS 环境（你的主机保持干净） - 通过 BlueBubbles 支持 iMessage（在 Linux/Windows 上不可能） - 通过克隆 VM 即时重置 - 无需额外硬件或云成本 ### 托管 Mac 提供商（云） 如果你想要云端的 macOS，托管 Mac 提供商也可以： - [MacStadium](https://www.macstadium.com/)（托管 Mac） - 其他托管 Mac 供应商也可以；按照他们的 VM + SSH 文档操作 一旦你有了 macOS VM 的 SSH 访问权限，继续下面的步骤 6。 --- ## 快速路径（Lume，有经验的用户） 1. 安装 Lume 2. `lume create openclaw --os macos --ipsw latest` 3. 完成设置助手，启用远程登录（SSH） 4. `lume run openclaw --no-display` 5. SSH 进入，安装 OpenClaw，配置渠道 6. 完成 --- ## 你需要什么（Lume） - Apple Silicon Mac（M1/M2/M3/M4） - 主机上安装 macOS Sequoia 或更高版本 - 每个 VM 约 60 GB 可用磁盘空间 - 约 20 分钟 --- ## 1) 安装 Lume ```bash /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)" ``` 如果 `~/.local/bin` 不在你的 PATH 中： ```bash echo 'export PATH="$PATH:$HOME/.local/bin"' >> ~/.zshrc && source ~/.zshrc ``` 验证： ```bash lume --version ``` 文档：[Lume 安装](https://cua.ai/docs/lume/guide/getting-started/installation) --- ## 2) 创建 macOS VM ```bash lume create openclaw --os macos --ipsw latest ``` 这会下载 macOS 并创建 VM。VNC 窗口会自动打开。 注意：下载可能需要一段时间，取决于你的网络连接。 --- ## 3) 完成设置助手 在 VNC 窗口中： 1. 选择语言和地区 2. 跳过 Apple ID（或者如果你以后想要 iMessage 就登录） 3. 创建用户账户（记住用户名和密码） 4. 跳过所有可选功能 设置完成后，启用 SSH： 1. 打开系统设置 → 通用 → 共享 2. 启用"远程登录" --- ## 4) 获取 VM 的 IP 地址 ```bash lume get openclaw ``` 查找 IP 地址（通常是 `192.168.64.x`）。 --- ## 5) SSH 进入 VM ```bash ssh youruser@192.168.64.X ``` 将 `youruser` 替换为你创建的账户，IP 替换为你 VM 的 IP。 --- ## 6) 安装 OpenClaw 在 VM 内： ```bash npm install -g openclaw@latest openclaw onboard --install-daemon ``` 按照新手引导提示设置你的模型提供商（Anthropic、OpenAI 等）。 --- ## 7) 配置渠道 编辑配置文件： ```bash nano ~/.openclaw/openclaw.json ``` 添加你的渠道： ```json { "channels": { "whatsapp": { "dmPolicy": "allowlist", "allowFrom": ["+15551234567"] }, "telegram": { "botToken": "YOUR\_BOT\_TOKEN" } } } ``` 然后登录 WhatsApp（扫描二维码）： ```bash openclaw channels login ``` --- ## 8) 无头运行 VM 停止 VM 并在无显示器模式下重启： ```bash lume stop openclaw lume run openclaw --no-display ``` VM 在后台运行。OpenClaw 的守护进程保持 Gateway 网关运行。 检查状态： ```bash ssh youruser@192.168.64.X "openclaw status" ``` --- ## 额外：iMessage 集成 这是在 macOS 上运行的杀手级功能。使用 [BlueBubbles](https://bluebubbles.app) 将 iMessage 添加到 OpenClaw。 在 VM 内： 1. 从 bluebubbles.app 下载 BlueBubbles 2. 用你的 Apple ID 登录 3. 启用 Web API 并设置密码 4. 将 BlueBubbles webhooks 指向你的 Gateway 网关（示例：`https://your-gateway-host:3000/bluebubbles-webhook?password=`） 添加到你的 OpenClaw 配置： ```json { "channels": { "bluebubbles": { "serverUrl": "http://localhost:1234", "password": "your-api-password", "webhookPath": "/bluebubbles-webhook" } } } ``` 重启 Gateway 网关。现在你的智能体可以发送和接收 iMessage 了。 完整设置详情：[BlueBubbles 渠道](/channels/bluebubbles) --- ## 保存黄金镜像 在进一步自定义之前，快照你的干净状态： ```bash lume stop openclaw lume clone openclaw openclaw-golden ``` 随时重置： ```bash lume stop openclaw && lume delete openclaw lume clone openclaw-golden openclaw lume run openclaw --no-display ``` --- ## 24/7 运行 通过以下方式保持 VM 运行： - 保持你的 Mac 插电 - 在系统设置 → 节能中禁用睡眠 - 如需要使用 `caffeinate` 对于真正的永久在线，考虑专用 Mac mini 或小型 VPS。参见 [VPS 托管](/vps)。 --- ## 故障排除 | 问题 | 解决方案 | | ----------------------- | ---------------------------------------------------------------- | | 无法 SSH 进入 VM | 检查 VM 的系统设置中是否启用了"远程登录" | | VM IP 未显示 | 等待 VM 完全启动，再次运行 `lume get openclaw` | | 找不到 Lume 命令 | 将 `~/.local/bin` 添加到你的 PATH | | WhatsApp 二维码扫描失败 | 确保运行 `openclaw channels login` 时你是登录到 VM（而不是主机） | --- ## 相关文档 - [VPS 托管](/vps) - [节点](/nodes) - [Gateway 网关远程](/gateway/remote) - [BlueBubbles 渠道](/channels/bluebubbles) - [Lume 快速入门](https://cua.ai/docs/lume/guide/getting-started/quickstart) - [Lume CLI 参考](https://cua.ai/docs/lume/reference/cli-reference) - [无人值守 VM 设置](https://cua.ai/docs/lume/guide/fundamentals/unattended-setup)（高级） - [Docker 沙箱隔离](/install/docker)（替代隔离方案） | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/macos-vm.md | main | opebclaw | [
-0.04740123450756073,
0.03472528234124184,
0.0016181326936930418,
-0.08423926681280136,
0.047531574964523315,
-0.053764235228300095,
0.026509638875722885,
-0.011541477404534817,
0.0683303102850914,
0.004887265153229237,
0.1383160799741745,
-0.0036409213207662106,
0.06550195068120956,
-0.07213179767131805,
0.039630308747291565,
0.06318660080432892,
-0.046519871801137924,
0.024950385093688965,
0.04746631160378456,
-0.003665140364319086,
-0.057565368711948395,
-0.07091017067432404,
-0.03140532970428467,
-0.018132422119379044,
-0.05159933492541313,
0.08090689778327942,
0.023947805166244507,
0.04889700561761856,
-0.02230379357933998,
-0.012450785376131535,
-0.06805051863193512,
0.05047854036092758,
-0.0683903843164444,
0.055632371455430984,
0.05114419385790825,
0.09552941471338272,
0.08688080310821533,
-0.025781216099858284,
-0.08134028315544128,
-0.02738773450255394,
-0.031853578984737396,
-0.03476119786500931,
0.0831792950630188,
0.029134271666407585,
0.010189681313931942,
0.0013228351017460227,
-0.02742624655365944,
-0.024882571771740913,
-0.039304766803979874,
-0.14419755339622498,
-0.041807860136032104,
-0.05734569579362869,
0.03300866484642029,
0.03392186388373375,
0.012572132050991058,
0.04219268262386322,
-0.05362570658326149,
-0.028771599754691124,
0.08849199116230011,
0.029798999428749084,
0.0023945183493196964,
0.025696417316794395,
-0.00041359284659847617,
0.018465140834450722,
-0.11188066005706787,
-0.021509157493710518,
0.0031008769292384386,
0.019264182075858116,
-0.013511494733393192,
0.038108162581920624,
-0.023812348023056984,
0.011199516244232655,
-0.023782359436154366,
0.07066438347101212,
-0.053640034049749374,
0.038207776844501495,
0.012599763460457325,
-0.01920582726597786,
-0.08551636338233948,
-0.09116552025079727,
0.01619255356490612,
0.025871964171528816,
0.010401100851595402,
0.027427125722169876,
-0.08138564974069595,
0.12114567309617996,
-0.052916232496500015,
-0.1028953567147255,
0.053874194622039795,
-0.012935809791088104,
-0.025819862261414528,
-0.01309295929968357,
0.004278354812413454,
0.039711374789476395,
0.06591517478227615,
-0.06962613016366959,
0.042892519384622574,
0.005628467071801424,
-0.0733666867017746,
0.03559653460979462,
0.02242295816540718,
-0.010570365935564041,
-0.02313179522752762,
-0.024525336921215057,
-0.002242383314296603,
-0.0021984686609357595,
-0.027340823784470558,
0.02871154062449932,
0.07458681613206863,
0.05454956367611885,
-0.07045525312423706,
-0.08579779416322708,
-0.037951305508613586,
-0.0353226363658905,
-0.0235680490732193,
0.017706993967294693,
0.016298437491059303,
-0.03417954221367836,
-0.00847553089261055,
0.003731560194864869,
0.05594487488269806,
0.00762530229985714,
-0.1287412941455841,
-0.046857692301273346,
-0.051986586302518845,
-0.03359663486480713,
0.16718736290931702,
1.014584051545094e-33,
-0.02900322899222374,
0.012626733630895615,
-0.035099100321531296,
-0.051670968532562256,
0.08425363898277283,
-0.028136275708675385,
0.005030808970332146,
-0.039262447506189346,
-0.07025322318077087,
0.033210739493370056,
-0.07214294373989105,
-0.01597779430449009,
-0.033791400492191315,
0.004476858768612146,
-0.0035077191423624754,
-0.11336825788021088,
0.05186242237687111,
-0.007069922983646393,
0.07884734869003296,
-0.06075023487210274,
0.0030339937657117844,
0.02797555923461914,
0.04158228263258934,
-0.04509667307138443,
-0.026092374697327614,
0.03292829915881157,
-0.008425969630479813,
-0.03816863149404526,
0.0681927353143692,
0.021923094987869263,
0.01612263172864914,
-0.01882718689739704,
-0.014048455283045769,
0.04549028351902962,
-0.12704703211784363,
-0.02941339835524559,
0.057201605290174484,
-0.06907863169908524,
-0.0005946599994786084,
0.00872012134641409,
-0.11657742410898209,
-0.024597855284810066,
-0.03740696236491203,
-0.05766819790005684,
0.04922518879175186,
-0.036868657916784286,
-0.12605904042720795,
-0.03205247223377228,
0.02213219366967678,
-0.015749754384160042,
-0.13314825296401978,
0.015504092909395695,
-0.022463034838438034,
-0.011407339945435524,
0.01858833245933056,
-0.03646191954612732,
-0.057686299085617065,
0.04835910350084305,
-0.01954874023795128,
0.0115528404712677,
-0.020603815093636513,
0.05084181949496269,
0.00701824901625514,
-0.05379685014486313,
0.07385645806789398,
0.051016926765441895,
-0.014047251082956791,
-0.009495587088167667,
-0.05120835453271866,
-0.020166728645563126,
-0.10049957782030106,
0.015749922022223473,
0.03294392302632332,
0.060994070023298264,
-0.010191424749791622,
-0.05586381256580353,
-0.13395363092422485,
0.045556213706731796,
0.014958023093640804,
-0.017033327370882034,
-0.09971894323825836,
-0.012018066830933094,
-0.02642780914902687,
0.07466184347867966,
-0.0031186772976070642,
0.054373130202293396,
0.03670807555317879,
-0.010329158045351505,
-0.029692478477954865,
0.10863329470157623,
-0.1164117306470871,
0.03747124597430229,
0.04014914482831955,
0.000032029161957325414,
-0.07211250811815262,
-6.635886750266561e-33,
-0.06111117824912071,
0.04825184494256973,
-0.0933838039636612,
0.014592309482395649,
-0.04532555490732193,
0.00978734903037548,
0.03964371234178543,
0.03370000422000885,
-0.056618835777044296,
0.024949828162789345,
-0.026863818988204002,
0.056632887572050095,
0.00861821137368679,
-0.1404256671667099,
-0.007408731617033482,
-0.014423207379877567,
-0.010128236375749111,
0.024948619306087494,
-0.07591953128576279,
0.030824869871139526,
-0.020541898906230927,
0.03565031662583351,
-0.09514274448156357,
0.004889190662652254,
0.03248151019215584,
0.021473174914717674,
0.10153152048587799,
0.0525888130068779,
-0.0502815842628479,
0.0632929652929306,
0.013157918117940426,
-0.018591854721307755,
-0.04028851538896561,
0.054293181747198105,
0.10983381420373917,
-0.00010920102795353159,
-0.004974212031811476,
0.05070286989212036,
-0.005596345756202936,
-0.01281733438372612,
0.025364557281136513,
-0.04781143367290497,
-0.05286068469285965,
-0.020426800474524498,
-0.04154082387685776,
0.05205371975898743,
-0.07504554092884064,
0.013881386257708073,
-0.07734895497560501,
-0.07153254747390747,
0.03388245031237602,
-0.0640152096748352,
0.0032573037315160036,
0.026734210550785065,
0.05201465263962746,
0.03237706795334816,
-0.03293230012059212,
0.000002992344889207743,
0.03392018750309944,
-0.12479493767023087,
0.04803391918540001,
-0.0695497989654541,
-0.04548739269375801,
0.031087353825569153,
0.05246242880821228,
-0.0453304722905159,
-0.010323163121938705,
-0.009645499289035797,
0.0365871787071228,
-0.08129654079675674,
0.0668511912226677,
0.09527251124382019,
-0.010686678811907768,
-0.044802356511354446,
0.054169438779354095,
-0.02277199923992157,
0.061388395726680756,
0.04052432253956795,
-0.043383605778217316,
0.015865743160247803,
0.00882555078715086,
0.07184336334466934,
-0.01888393610715866,
0.026548780500888824,
0.004690976347774267,
-0.022182699292898178,
-0.019976485520601273,
0.10191057622432709,
0.04237780719995499,
0.00842207856476307,
-0.02081865631043911,
0.029676487669348717,
-0.018991744145751,
0.06100144237279892,
-0.014312554150819778,
-4.447982959732144e-8,
-0.041565291583538055,
-0.08339648693799973,
-0.024733200669288635,
-0.028525764122605324,
-0.03191153332591057,
0.0185376089066267,
0.004734458867460489,
-0.062010448426008224,
0.0001579060044605285,
-0.0033246821258217096,
0.046982042491436005,
0.0029978249222040176,
-0.06911753863096237,
-0.005116576328873634,
-0.0756118893623352,
0.0052646188996732235,
-0.020313765853643417,
0.05535538122057915,
0.030793046578764915,
-0.043677520006895065,
-0.027410335838794708,
-0.007683498784899712,
-0.0010220662225037813,
0.02132873609662056,
-0.03070596605539322,
0.03967772424221039,
-0.06492199748754501,
-0.04783223941922188,
-0.08139754831790924,
0.007120450492948294,
-0.02209312468767166,
-0.030058028176426888,
0.015588613227009773,
0.05764707922935486,
0.00036438414826989174,
0.05620531737804413,
-0.04898851364850998,
0.03223370015621185,
-0.01881440542638302,
-0.018737327307462692,
-0.01605035923421383,
-0.11565644294023514,
-0.011679410003125668,
0.015415170229971409,
0.06302814930677414,
0.010615052655339241,
0.019557634368538857,
0.0823586955666542,
0.05500362440943718,
0.022705355659127235,
0.0195063017308712,
-0.0584431067109108,
0.06978826224803925,
-0.004566974937915802,
-0.0030507033225148916,
-0.05919326841831207,
-0.00022216606885194778,
-0.08115385472774506,
-0.011442095972597599,
0.06662607192993164,
-0.020492468029260635,
0.0882493183016777,
0.007488006725907326,
0.03349769487977028
] | 0.13797 |
渠道](/channels/bluebubbles) - [Lume 快速入门](https://cua.ai/docs/lume/guide/getting-started/quickstart) - [Lume CLI 参考](https://cua.ai/docs/lume/reference/cli-reference) - [无人值守 VM 设置](https://cua.ai/docs/lume/guide/fundamentals/unattended-setup)（高级） - [Docker 沙箱隔离](/install/docker)（替代隔离方案） | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/macos-vm.md | main | opebclaw | [
-0.05898996442556381,
0.007431504782289267,
0.03190385550260544,
-0.04698539897799492,
0.054716650396585464,
-0.07867233455181122,
0.024824941530823708,
0.037627119570970535,
-0.06363546848297119,
-0.02865014597773552,
0.07240212708711624,
-0.123904287815094,
-0.016560517251491547,
-0.05595409870147705,
-0.02657170780003071,
0.03414938598871231,
0.056336186826229095,
-0.009826403111219406,
-0.02675977349281311,
-0.030604813247919083,
-0.0860992893576622,
-0.05282735079526901,
-0.02420712262392044,
0.016948599368333817,
-0.09321852773427963,
0.010565332137048244,
0.03518294543027878,
-0.025579804554581642,
0.012537858448922634,
-0.05430076643824577,
0.03280255198478699,
0.11790581047534943,
0.06306774914264679,
0.014160203747451305,
0.059262361377477646,
0.050523482263088226,
0.0302432831376791,
-0.12369200587272644,
-0.07285573333501816,
-0.04239361360669136,
0.08416429907083511,
-0.031238917261362076,
0.00044633253128267825,
-0.0872846394777298,
0.032230526208877563,
-0.022578073665499687,
-0.025923682376742363,
-0.10214034467935562,
-0.009008783847093582,
0.019979698583483696,
-0.037857916206121445,
-0.06702714413404465,
-0.01066149678081274,
0.061817143112421036,
-0.006952167954295874,
0.06046374887228012,
0.028306450694799423,
0.0209647249430418,
0.11674657464027405,
-0.0018756366334855556,
0.0131114162504673,
0.03751778230071068,
-0.024227885529398918,
0.04666082561016083,
0.03320487216114998,
-0.023586975410580635,
-0.021962454542517662,
0.010736512020230293,
-0.0018194912699982524,
-0.028314925730228424,
0.016302330419421196,
-0.0032690258231014013,
-0.022614816203713417,
-0.07834025472402573,
-0.0027007118333131075,
0.055068254470825195,
0.028433138504624367,
-0.000753839616663754,
-0.10264188051223755,
-0.035960081964731216,
-0.05260143429040909,
0.03125171363353729,
0.05822224169969559,
-0.05991963669657707,
-0.014478628523647785,
0.07075687497854233,
-0.0000694984191795811,
-0.06209341064095497,
0.0805152878165245,
-0.09252781420946121,
0.024546045809984207,
0.006398267578333616,
-0.01811712607741356,
0.02353411726653576,
0.06808504462242126,
0.021600788459181786,
-0.025162573903799057,
-0.08983080089092255,
-0.07816512137651443,
0.04793442040681839,
-0.01689731515944004,
-0.011926654726266861,
0.05208868160843849,
0.026936642825603485,
-0.04442982003092766,
-0.011228400282561779,
-0.023551277816295624,
0.004927162081003189,
-0.05005483701825142,
0.023322509601712227,
0.025674104690551758,
-0.07762487232685089,
0.03944072499871254,
-0.05374642834067345,
-0.03234118968248367,
-0.0008836364722810686,
-0.06178169324994087,
-0.015105010010302067,
0.02616690844297409,
-0.033268555998802185,
0.09573815017938614,
-0.0958399772644043,
-0.04251736029982567,
-0.09365374594926834,
-0.03516104817390442,
-0.018956782296299934,
-0.022191911935806274,
2.9401512457225057e-33,
0.07883275300264359,
-0.06261855363845825,
-0.034280695021152496,
0.02985883690416813,
0.13774560391902924,
-0.07193515449762344,
0.005714321509003639,
-0.034222789108753204,
-0.07785160839557648,
-0.015807250514626503,
-0.022802671417593956,
0.07432583719491959,
-0.08718940615653992,
0.011247524991631508,
0.00793188065290451,
-0.1325450837612152,
-0.02247394248843193,
-0.010411056689918041,
-0.023363515734672546,
0.02135518565773964,
0.007708234712481499,
0.01829664036631584,
0.013660098426043987,
-0.1406102031469345,
0.11414959281682968,
0.033965688198804855,
0.04759484529495239,
-0.07903707772493362,
0.05916371941566467,
0.049340736120939255,
-0.015620201826095581,
-0.001416162122040987,
0.05278244987130165,
0.0005033865454606712,
-0.07142339646816254,
-0.00779534550383687,
-0.07311081141233444,
-0.0014109081821516156,
-0.05023609474301338,
0.022952033206820488,
0.046070750802755356,
-0.012441907078027725,
-0.05606855824589729,
-0.024645354598760605,
-0.007439402863383293,
-0.026644006371498108,
-0.05691080540418625,
-0.05902101472020149,
0.10030172765254974,
0.004164212383329868,
-0.013936640694737434,
-0.054067809134721756,
-0.09537123143672943,
0.02793409861624241,
0.019598472863435745,
-0.11091971397399902,
0.0018909543287009,
-0.021597879007458687,
0.032091088593006134,
0.014600638300180435,
-0.040693748742341995,
0.05437196046113968,
0.014588592574000359,
0.00322430650703609,
0.018292587250471115,
-0.005495892837643623,
-0.046571433544158936,
0.03785345330834389,
0.042456235736608505,
-0.05939314886927605,
-0.1225205585360527,
0.006257391534745693,
0.012468293309211731,
0.0039160544984042645,
-0.00014986505266278982,
-0.06669201701879501,
-0.0162772499024868,
-0.020912738516926765,
-0.056322503834962845,
0.029171545058488846,
-0.006023406516760588,
0.04782136529684067,
-0.028701188042759895,
0.0746782049536705,
-0.028198333457112312,
-0.08820295333862305,
0.011710735969245434,
0.053713589906692505,
-0.05172883719205856,
-0.026616295799613,
-0.02196495607495308,
0.07483050972223282,
0.00894490908831358,
0.024351902306079865,
-0.09664455056190491,
-4.58228820114644e-33,
0.0024054143577814102,
-0.039857085794210434,
-0.02441926673054695,
0.10068624466657639,
0.03319317474961281,
-0.024655357003211975,
0.07529313117265701,
-0.012494067661464214,
0.03944249823689461,
0.051933158189058304,
-0.06980491429567337,
0.027347369119524956,
-0.01086782943457365,
0.07069828361272812,
0.006380483973771334,
0.04732436314225197,
0.05006329342722893,
-0.05341454595327377,
-0.034716445952653885,
0.06500575691461563,
0.024965377524495125,
0.009445412084460258,
-0.006759236101061106,
0.001193974632769823,
-0.06202477216720581,
0.005076484754681587,
0.09530287981033325,
0.011919335462152958,
-0.07338061183691025,
-0.020895829424262047,
-0.10022833198308945,
0.0400889627635479,
-0.03910098969936371,
0.06931833177804947,
-0.01459842175245285,
0.048337385058403015,
0.044862326234579086,
0.06949691474437714,
-0.08971288055181503,
-0.018727611750364304,
0.09916369616985321,
-0.04627751186490059,
-0.045593999326229095,
-0.02211117371916771,
-0.06670937687158585,
-0.01685248874127865,
-0.016740553081035614,
-0.02887299843132496,
-0.13164430856704712,
0.010155772790312767,
0.06051526963710785,
-0.0671873614192009,
0.07194167375564575,
-0.029082095250487328,
0.016825225204229355,
-0.022592896595597267,
0.07815676927566528,
-0.004910958465188742,
-0.023374762386083603,
-0.013842147774994373,
0.11453617364168167,
-0.04321090131998062,
0.01125558651983738,
0.003997329622507095,
-0.02489623986184597,
0.02902335301041603,
-0.010111479088664055,
0.04389641433954239,
-0.0467168465256691,
-0.033084988594055176,
0.07936219125986099,
0.03687799721956253,
-0.009294161573052406,
0.020644530653953552,
-0.0011710681719705462,
0.01901932805776596,
-0.0827684998512268,
-0.03965379670262337,
0.05107691511511803,
0.0062328181229531765,
-0.05543537065386772,
-0.02404704876244068,
0.05965388938784599,
-0.01684059016406536,
0.012484447099268436,
0.013887732289731503,
0.02740979567170143,
0.0024481359869241714,
0.07880385965108871,
0.023749183863401413,
0.028679372742772102,
-0.01068777684122324,
0.017748691141605377,
0.1395902931690216,
0.030081147328019142,
-4.876429926525816e-8,
-0.07395226508378983,
-0.07350415736436844,
-0.04894847795367241,
0.01591472141444683,
-0.03748028352856636,
-0.0789819210767746,
0.12775801122188568,
-0.0025612530298531055,
0.024433886632323265,
-0.02479652501642704,
-0.03755142167210579,
-0.008462129160761833,
-0.03997604548931122,
0.06842384487390518,
0.042779069393873215,
0.14251664280891418,
-0.0515623576939106,
0.05764051526784897,
-0.004552424419671297,
-0.016562825068831444,
0.03300081565976143,
0.05390114709734917,
0.13056819140911102,
-0.033742573112249374,
-0.04400906711816788,
0.006273024249821901,
0.024799741804599762,
0.05099979788064957,
-0.055516086518764496,
-0.06363002210855484,
0.02469117008149624,
0.005002073012292385,
-0.023811204358935356,
-0.026558591052889824,
0.03449191898107529,
0.05876347795128822,
-0.013998260721564293,
0.024925854057073593,
0.020655078813433647,
-0.015537070110440254,
-0.01298773754388094,
-0.008693404495716095,
0.022590046748518944,
-0.06637833267450333,
-0.014398714527487755,
0.0262864101678133,
0.001201200531795621,
0.00993972085416317,
0.0148687195032835,
-0.01045981328934431,
0.0208987258374691,
0.011101032607257366,
0.046669866889715195,
0.014988251961767673,
0.0827876627445221,
0.007963641546666622,
0.01740950532257557,
0.03160056844353676,
0.05595032870769501,
0.015310322865843773,
0.016714485362172127,
0.09613070636987686,
0.008713199757039547,
0.08407403528690338
] | 0.147084 |
# iOS 应用（节点） 可用性：内部预览。iOS 应用尚未公开分发。 ## 功能 - 通过 WebSocket（LAN 或 tailnet）连接到 Gateway 网关。 - 暴露节点能力：Canvas、屏幕快照、相机捕获、位置、对话模式、语音唤醒。 - 接收 `node.invoke` 命令并报告节点状态事件。 ## 要求 - Gateway 网关运行在另一台设备上（macOS、Linux 或通过 WSL2 的 Windows）。 - 网络路径： - 通过 Bonjour 的同一 LAN，\*\*或\*\* - 通过单播 DNS-SD 的 Tailnet（示例域：`openclaw.internal.`），\*\*或\*\* - 手动主机/端口（备选）。 ## 快速开始（配对 + 连接） 1. 启动 Gateway 网关： ```bash openclaw gateway --port 18789 ``` 2. 在 iOS 应用中，打开设置并选择一个已发现的 Gateway 网关（或启用手动主机并输入主机/端口）。 3. 在 Gateway 网关主机上批准配对请求： ```bash openclaw nodes pending openclaw nodes approve ``` 4. 验证连接： ```bash openclaw nodes status openclaw gateway call node.list --params "{}" ``` ## 发现路径 ### Bonjour（LAN） Gateway 网关在 `local.` 上广播 `\_openclaw-gw.\_tcp`。iOS 应用会自动列出这些。 ### Tailnet（跨网络） 如果 mDNS 被阻止，使用单播 DNS-SD 区域（选择一个域；示例：`openclaw.internal.`）和 Tailscale 分割 DNS。 参见 [Bonjour](/gateway/bonjour) 了解 CoreDNS 示例。 ### 手动主机/端口 在设置中，启用\*\*手动主机\*\*并输入 Gateway 网关主机 + 端口（默认 `18789`）。 ## Canvas + A2UI iOS 节点渲染一个 WKWebView canvas。使用 `node.invoke` 来驱动它： ```bash openclaw nodes invoke --node "iOS Node" --command canvas.navigate --params '{"url":"http://:18793/\_\_openclaw\_\_/canvas/"}' ``` 注意事项： - Gateway 网关 canvas 主机服务于 `/\_\_openclaw\_\_/canvas/` 和 `/\_\_openclaw\_\_/a2ui/`。 - 当广播了 canvas 主机 URL 时，iOS 节点在连接时自动导航到 A2UI。 - 使用 `canvas.navigate` 和 `{"url":""}` 返回内置脚手架。 ### Canvas eval / snapshot ```bash openclaw nodes invoke --node "iOS Node" --command canvas.eval --params '{"javaScript":"(() => { const {ctx} = window.\_\_openclaw; ctx.clearRect(0,0,innerWidth,innerHeight); ctx.lineWidth=6; ctx.strokeStyle=\"#ff2d55\"; ctx.beginPath(); ctx.moveTo(40,40); ctx.lineTo(innerWidth-40, innerHeight-40); ctx.stroke(); return \"ok\"; })()"}' ``` ```bash openclaw nodes invoke --node "iOS Node" --command canvas.snapshot --params '{"maxWidth":900,"format":"jpeg"}' ``` ## 语音唤醒 + 对话模式 - 语音唤醒和对话模式在设置中可用。 - iOS 可能会暂停后台音频；当应用不活跃时，将语音功能视为尽力而为。 ## 常见错误 - `NODE\_BACKGROUND\_UNAVAILABLE`：将 iOS 应用带到前台（canvas/相机/屏幕命令需要它）。 - `A2UI\_HOST\_NOT\_CONFIGURED`：Gateway 网关未广播 canvas 主机 URL；检查 [Gateway 网关配置](/gateway/configuration) 中的 `canvasHost`。 - 配对提示从未出现：运行 `openclaw nodes pending` 并手动批准。 - 重新安装后重连失败：钥匙串配对令牌已被清除；重新配对节点。 ## 相关文档 - [配对](/gateway/pairing) - [设备发现](/gateway/discovery) - [Bonjour](/gateway/bonjour) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/ios.md | main | opebclaw | [
-0.04637858644127846,
0.01569945178925991,
-0.01596936397254467,
-0.09174305200576782,
-0.016519596800208092,
-0.10850202292203903,
0.02075294777750969,
0.0014007409336045384,
0.05971246585249901,
-0.035717204213142395,
0.09685155749320984,
-0.019719861447811127,
0.01335263904184103,
-0.021949531510472298,
0.05391067638993263,
0.04566001147031784,
-0.041910164058208466,
-0.03410680219531059,
0.0249605905264616,
-0.06527817994356155,
-0.04229523614048958,
-0.011086351238191128,
-0.0338713712990284,
-0.06423801183700562,
-0.03571047633886337,
-0.017753714695572853,
-0.02675190381705761,
0.059654559940099716,
0.006892768200486898,
-0.06030375137925148,
-0.011426488868892193,
0.05071548745036125,
-0.09627462923526764,
0.05382119119167328,
0.033386506140232086,
0.037949319928884506,
0.09443068504333496,
0.02152377739548683,
-0.09189968556165695,
0.0062105064280331135,
0.11077693849802017,
-0.017969448119401932,
0.07086966931819916,
-0.011263858526945114,
0.019848095253109932,
0.01009085401892662,
-0.050686322152614594,
0.041169192641973495,
-0.06810293346643448,
-0.0694536566734314,
-0.05969110503792763,
-0.019158370792865753,
-0.042922794818878174,
0.09531425684690475,
0.0654873326420784,
0.007941806688904762,
-0.05401577055454254,
0.01575305499136448,
0.060342736542224884,
0.005581269506365061,
0.011082806624472141,
0.033480867743492126,
0.01867503672838211,
0.00783616118133068,
-0.08568792045116425,
-0.004042035434395075,
-0.027811620384454727,
0.02127784490585327,
-0.013217657804489136,
0.07123158127069473,
-0.041267309337854385,
0.005101264454424381,
-0.041777245700359344,
0.018104270100593567,
-0.029007889330387115,
0.011104879900813103,
-0.005169823300093412,
-0.0005948093021288514,
-0.11895256489515305,
-0.0943964421749115,
0.015330354683101177,
0.04850342869758606,
-0.028816111385822296,
0.041520409286022186,
-0.07631102204322815,
0.10461384057998657,
-0.09988537430763245,
-0.0625602975487709,
0.054742246866226196,
-0.02195747382938862,
-0.047024644911289215,
-0.0467158704996109,
0.00963024701923132,
0.08081473410129547,
0.017704572528600693,
0.007347171660512686,
0.08498311787843704,
0.039460111409425735,
-0.06597185879945755,
0.06423516571521759,
0.03353824466466904,
-0.027466770261526108,
0.009571363218128681,
-0.02212226204574108,
-0.05905598774552345,
0.003322613425552845,
-0.03067360259592533,
0.04558369889855385,
0.08313123881816864,
0.027366699650883675,
-0.053939975798130035,
-0.050885796546936035,
0.010643613524734974,
-0.09827481210231781,
-0.06989758461713791,
0.008430826477706432,
-0.018311098217964172,
-0.0008249763632193208,
-0.0022900807671248913,
0.04461933299899101,
0.05314445123076439,
0.019185222685337067,
-0.09940661489963531,
-0.04586131125688553,
-0.013377311639487743,
-0.026679402217268944,
0.10310452431440353,
5.491195126881618e-33,
-0.00881239678710699,
0.024650031700730324,
-0.0861089751124382,
-0.03194450959563255,
0.10525617003440857,
-0.05505874380469322,
0.02951475977897644,
-0.024349963292479515,
-0.0984644964337349,
0.04559319093823433,
-0.0375884510576725,
0.015164460986852646,
-0.061665382236242294,
-0.02446443773806095,
0.034265775233507156,
-0.02902141772210598,
0.048222508281469345,
0.006263097282499075,
0.06715476512908936,
0.016749024391174316,
0.0134940380230546,
-0.03989589959383011,
-0.019733881577849388,
-0.03831666335463524,
0.00400203512981534,
0.023260612040758133,
-0.023428600281476974,
-0.013852034695446491,
0.036007896065711975,
0.023919811472296715,
0.11105372756719589,
-0.002305493224412203,
-0.01542460173368454,
0.025326674804091454,
-0.034393150359392166,
-0.06522735208272934,
-0.0009547877707518637,
-0.052622463554143906,
-0.04208143427968025,
-0.028083812445402145,
-0.09333100914955139,
-0.030874205753207207,
-0.11581527441740036,
0.00009817814134294167,
0.024553915485739708,
-0.07249390333890915,
-0.14472584426403046,
-0.04685920476913452,
0.05096232146024704,
-0.03331221640110016,
-0.035892702639102936,
-0.006244991440325975,
0.0000962600825005211,
0.018396588042378426,
0.04438406974077225,
-0.013114196248352528,
-0.03195403888821602,
0.0256272554397583,
-0.06895657628774643,
0.03158651292324066,
-0.01861167885363102,
0.01247937511652708,
-0.02560904249548912,
-0.017686575651168823,
0.08618677407503128,
0.008360229432582855,
0.026579542085528374,
0.03223313018679619,
-0.04787842556834221,
-0.04088427871465683,
-0.06333737075328827,
-0.008231811225414276,
0.012929546646773815,
0.12069250643253326,
-0.028104176744818687,
-0.009880196303129196,
-0.07825756072998047,
0.006427350919693708,
0.04308527708053589,
-0.038271356374025345,
-0.08746141940355301,
0.036001723259687424,
-0.06316839158535004,
0.027962949126958847,
-0.02271355129778385,
0.06645301729440689,
0.01271587423980236,
-0.06687858700752258,
-0.03301692754030228,
0.11456076055765152,
-0.13157561421394348,
0.032387569546699524,
0.004907514899969101,
0.010064980015158653,
-0.08730544149875641,
-9.38946169591663e-33,
-0.09680748730897903,
0.06408955901861191,
-0.12422261387109756,
0.010805663652718067,
-0.05744388699531555,
-0.022881662473082542,
0.05956307426095009,
-0.007664624601602554,
0.014990760013461113,
0.05231958255171776,
0.008396185003221035,
0.026878559961915016,
0.02912789396941662,
-0.017439380288124084,
0.05722765624523163,
-0.0371219739317894,
0.05760600045323372,
-0.0276948194950819,
-0.042737361043691635,
0.03970767930150032,
-0.02480565756559372,
0.02815822884440422,
-0.12455566227436066,
-0.005503401625901461,
-0.02564142644405365,
0.06729022413492203,
0.06162811815738678,
0.01288721151649952,
-0.059434693306684494,
0.011518766172230244,
0.0052078296430408955,
0.03434799611568451,
-0.018264681100845337,
0.08667304366827011,
0.043612342327833176,
0.019815517589449883,
0.02643321454524994,
0.01736627332866192,
0.028216667473316193,
-0.07277937978506088,
0.08310813456773758,
-0.034480370581150055,
-0.037423357367515564,
-0.005249451845884323,
-0.039938636124134064,
0.04785710200667381,
-0.04101940244436264,
0.007796700112521648,
-0.08144445717334747,
-0.017512189224362373,
0.05513723939657211,
-0.004272833466529846,
-0.002554872538894415,
0.008771837688982487,
0.027204809710383415,
0.0877634733915329,
0.02517922781407833,
-0.013700948096811771,
0.002830224111676216,
-0.10647053271532059,
0.10760363936424255,
-0.09941370785236359,
-0.08945644646883011,
0.08514340966939926,
0.02969992347061634,
-0.014242093078792095,
-0.036410048604011536,
-0.004522230010479689,
0.04442669078707695,
-0.10964085906744003,
0.05867921933531761,
0.07300852984189987,
-0.004522310104221106,
-0.014762777835130692,
0.01555214449763298,
-0.005281966645270586,
0.05014779791235924,
0.0315154567360878,
-0.04361030086874962,
0.05835289880633354,
-0.09894342720508575,
0.07404150068759918,
-0.02082882635295391,
0.01331542432308197,
0.0050547863356769085,
-0.028749793767929077,
-0.013917035423219204,
0.1011800467967987,
0.024855338037014008,
-0.012292326427996159,
-0.006161549128592014,
0.06769056618213654,
-0.026865050196647644,
0.02809951826930046,
-0.009713654406368732,
-5.0614481494903885e-8,
-0.015192676335573196,
-0.11495604366064072,
-0.09113247692584991,
-0.033822279423475266,
-0.0693054348230362,
0.004270073026418686,
-0.0018962753238156438,
-0.05366632342338562,
-0.021735813468694687,
-0.013369043357670307,
0.010903962887823582,
0.011039994657039642,
-0.08893027901649475,
-0.020159190520644188,
-0.03318047150969505,
0.005958158988505602,
-0.0073019228875637054,
0.00472825625911355,
0.003039360512048006,
-0.11710568517446518,
-0.005490134935826063,
0.008129481226205826,
0.016147738322615623,
0.024855541065335274,
-0.12657594680786133,
-0.01436515711247921,
0.006048558745533228,
-0.007284167222678661,
-0.059491388499736786,
0.030991433188319206,
-0.01391708292067051,
-0.02949751541018486,
0.003280297853052616,
0.022999869659543037,
-0.002800156595185399,
0.07646434009075165,
-0.04877210780978203,
0.021554647013545036,
0.03286223113536835,
0.0368412584066391,
0.02870127186179161,
-0.07444290071725845,
-0.009131519123911858,
0.03757308050990105,
0.044652052223682404,
0.002053723903372884,
0.012830201536417007,
0.06566278636455536,
0.08838032931089401,
-0.05181772634387016,
-0.0020163925364613533,
-0.06080654636025429,
0.06549140810966492,
-0.05337296053767204,
-0.010619483888149261,
-0.012776929885149002,
0.007757432758808136,
-0.1001981869339943,
-0.04971414431929588,
0.07700853049755096,
-0.02593420445919037,
0.06707831472158432,
0.040588561445474625,
0.027180323377251625
] | 0.145335 |
# 在 DigitalOcean 上运行 OpenClaw ## 目标 以 \*\*$6/月\*\*（或使用预留定价 $4/月）在 DigitalOcean 上运行持久的 OpenClaw Gateway 网关。 如果你想要 $0/月的选项且不介意 ARM + 特定提供商的设置，请参阅 [Oracle Cloud 指南](/platforms/oracle)。 ## 成本比较（2026） | 提供商 | 方案 | 配置 | 价格/月 | 备注 | | ------------ | --------------- | --------------------- | ----------- | ------------------------ | | Oracle Cloud | Always Free ARM | 最高 4 OCPU、24GB RAM | $0 | ARM，容量有限 / 注册有坑 | | Hetzner | CX22 | 2 vCPU、4GB RAM | €3.79 (~$4) | 最便宜的付费选项 | | DigitalOcean | Basic | 1 vCPU、1GB RAM | $6 | 界面简单，文档完善 | | Vultr | Cloud Compute | 1 vCPU、1GB RAM | $6 | 多地区可选 | | Linode | Nanode | 1 vCPU、1GB RAM | $5 | 现为 Akamai 旗下 | \*\*选择提供商：\*\* - DigitalOcean：最简单的用户体验 + 可预测的设置（本指南） - Hetzner：性价比高（参见 [Hetzner 指南](/platforms/hetzner)） - Oracle Cloud：可以 $0/月，但更麻烦且仅限 ARM（参见 [Oracle 指南](/platforms/oracle)） --- ## 前提条件 - DigitalOcean 账户（[注册可获 $200 免费额度](https://m.do.co/c/signup)） - SSH 密钥对（或愿意使用密码认证） - 约 20 分钟 ## 1) 创建 Droplet 1. 登录 [DigitalOcean](https://cloud.digitalocean.com/) 2. 点击 \*\*Create → Droplets\*\* 3. 选择： - \*\*Region：\*\* 离你（或你的用户）最近的地区 - \*\*Image：\*\* Ubuntu 24.04 LTS - \*\*Size：\*\* Basic → Regular → \*\*$6/mo\*\*（1 vCPU、1GB RAM、25GB SSD） - \*\*Authentication：\*\* SSH 密钥（推荐）或密码 4. 点击 \*\*Create Droplet\*\* 5. 记下 IP 地址 ## 2) 通过 SSH 连接 ```bash ssh root@YOUR\_DROPLET\_IP ``` ## 3) 安装 OpenClaw ```bash # Update system apt update && apt upgrade -y # Install Node.js 22 curl -fsSL https://deb.nodesource.com/setup\_22.x | bash - apt install -y nodejs # Install OpenClaw curl -fsSL https://openclaw.ai/install.sh | bash # Verify openclaw --version ``` ## 4) 运行新手引导 ```bash openclaw onboard --install-daemon ``` 向导将引导你完成： - 模型认证（API 密钥或 OAuth） - 渠道设置（Telegram、WhatsApp、Discord 等） - Gateway 网关令牌（自动生成） - 守护进程安装（systemd） ## 5) 验证 Gateway 网关 ```bash # Check status openclaw status # Check service systemctl --user status openclaw-gateway.service # View logs journalctl --user -u openclaw-gateway.service -f ``` ## 6) 访问控制面板 Gateway 网关默认绑定到 loopback。要访问控制界面： \*\*选项 A：SSH 隧道（推荐）\*\* ```bash # From your local machine ssh -L 18789:localhost:18789 root@YOUR\_DROPLET\_IP # Then open: http://localhost:18789 ``` \*\*选项 B：Tailscale Serve（HTTPS，仅 loopback）\*\* ```bash # On the droplet curl -fsSL https://tailscale.com/install.sh | sh tailscale up # Configure Gateway to use Tailscale Serve openclaw config set gateway.tailscale.mode serve openclaw gateway restart ``` 打开：`https:///` 注意事项： - Serve 保持 Gateway 网关仅 loopback 并通过 Tailscale 身份头进行认证。 - 要改为需要令牌/密码，请设置 `gateway.auth.allowTailscale: false` 或使用 `gateway.auth.mode: "password"`。 \*\*选项 C：Tailnet 绑定（不使用 Serve）\*\* ```bash openclaw config set gateway.bind tailnet openclaw gateway restart ``` 打开：`http://:18789`（需要令牌）。 ## 7) 连接你的渠道 ### Telegram ```bash openclaw pairing list telegram openclaw pairing approve telegram ```` ``` ### WhatsApp ```bash openclaw channels login whatsapp # Scan QR code ``` 参见[渠道](/channels)了解其他提供商。 --- ## 1GB RAM 的优化 $6 的 droplet 只有 1GB RAM。为了保持运行流畅： ### 添加 swap（推荐） ```bash fallocate -l 2G /swapfile chmod 600 /swapfile mkswap /swapfile swapon /swapfile echo '/swapfile none swap sw 0 0' >> /etc/fstab ``` ### 使用更轻量的模型 如果遇到 OOM，考虑： - 使用基于 API 的模型（Claude、GPT）而不是本地模型 - 将 `agents.defaults.model.primary` 设置为更小的模型 ### 监控内存 ```bash free -h htop ``` --- ## 持久化 所有状态存储在： - `~/.openclaw/` — 配置、凭证、会话数据 - `~/.openclaw/workspace/` — 工作区（SOUL.md、记忆等） 这些在重启后保留。定期备份： ```bash tar -czvf openclaw-backup.tar.gz ~/.openclaw ~/.openclaw/workspace ``` --- ## Oracle Cloud 免费替代方案 Oracle Cloud 提供 **Always Free** ARM 实例，比这里任何付费选项都强大得多 — 每月 $0。 | 你将获得 | 配置 | | -------------- | ---------------- | | **4 OCPUs** | ARM Ampere A1 | | **24GB RAM** | 绰绰有余 | | **200GB 存储** | 块存储卷 | | **永久免费** | 不收取信用卡费用 | **注意事项：** - 注册可能有点麻烦（失败了就重试） - ARM 架构 — 大多数东西都能工作，但有些二进制文件需要 ARM 构建 完整设置指南请参阅 [Oracle Cloud](/platforms/oracle)。关于注册技巧和注册流程故障排除，请参阅此[社区指南](https://gist.github.com/rssnyder/51e3cfedd730e7dd5f4a816143b25dbd)。 --- ## 故障排除 ### Gateway 网关无法启动 ```bash openclaw gateway status openclaw doctor --non-interactive journalctl -u openclaw --no-pager -n 50 ``` ### 端口已被使用 ```bash lsof -i :18789 kill ``` ### 内存不足 ```bash # Check memory free -h # Add more swap # Or upgrade to $12/mo droplet (2GB RAM) ``` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/digitalocean.md | main | opebclaw | [
-0.04072145000100136,
0.05037420243024826,
-0.01623186282813549,
-0.04152537137269974,
-0.025866206735372543,
-0.07326620072126389,
0.006497862283140421,
-0.00010759739961940795,
0.015676595270633698,
0.030735822394490242,
0.1315065622329712,
-0.09020034968852997,
-0.0035795047879219055,
-0.08725134283304214,
0.025147991254925728,
0.06125413253903389,
-0.0715266764163971,
-0.028788486495614052,
-0.010939504951238632,
-0.040363021194934845,
-0.010746225714683533,
-0.07038766145706177,
-0.05855482816696167,
-0.0055075716227293015,
-0.003211910603567958,
-0.0031538335606455803,
-0.055503301322460175,
0.029088234528899193,
0.040239367634058,
-0.05942915752530098,
-0.0907350406050682,
0.16537530720233917,
-0.06232608109712601,
0.03399883583188057,
0.0841006338596344,
0.042275168001651764,
0.0504368357360363,
-0.09332509338855743,
-0.050922080874443054,
-0.04571174830198288,
-0.05094573646783829,
-0.05399978160858154,
0.039138320833444595,
0.005444377660751343,
-0.015118173323571682,
0.023825230076909065,
-0.055775415152311325,
0.007491093594580889,
-0.037617769092321396,
-0.0047647347673773766,
-0.060629092156887054,
0.016092894598841667,
-0.08862892538309097,
-0.04355830326676369,
0.037734754383563995,
0.055957306176424026,
-0.02849176712334156,
0.012737411074340343,
0.04733369126915932,
0.011992787010967731,
-0.043246954679489136,
0.03145880252122879,
-0.03052038513123989,
0.04944649711251259,
-0.07697398960590363,
0.020741449669003487,
-0.03298148140311241,
-0.013512295670807362,
-0.03884212672710419,
0.00797183346003294,
-0.028762225061655045,
-0.029163630679249763,
0.024281570687890053,
0.002616176614537835,
-0.059369046241045,
-0.03867087513208389,
0.057284384965896606,
-0.006437907461076975,
-0.0185824166983366,
-0.06980705261230469,
-0.04087447375059128,
0.024421291425824165,
-0.03845202550292015,
-0.018441231921315193,
-0.08890850841999054,
0.06696249544620514,
-0.008807981386780739,
-0.020740272477269173,
0.11160945892333984,
-0.08224070817232132,
0.08099820464849472,
0.021630888804793358,
-0.028084253892302513,
0.032887205481529236,
-0.001300675910897553,
-0.013997824862599373,
0.057717036455869675,
-0.04878566414117813,
-0.04439475014805794,
0.06028430908918381,
0.059843581169843674,
0.07478988915681839,
0.00791359692811966,
0.004259033594280481,
-0.10800036787986755,
0.019300654530525208,
-0.029919158667325974,
0.026818685233592987,
0.03506625443696976,
0.01636262983083725,
-0.026843629777431488,
-0.05895662307739258,
0.046768900007009506,
-0.09981276094913483,
-0.05564146861433983,
0.029660705476999283,
-0.10258276015520096,
-0.15361665189266205,
-0.01799803413450718,
-0.03991213068366051,
-0.005398312583565712,
-0.005817175842821598,
-0.05394216254353523,
-0.020324697718024254,
-0.06809813529253006,
-0.004736651666462421,
0.09712620824575424,
1.1306267416418585e-33,
-0.011747920885682106,
0.0034913020208477974,
0.011738451197743416,
-0.10776470601558685,
0.09520693868398666,
-0.04375390708446503,
0.003399054752662778,
0.036735985428094864,
-0.12223168462514877,
0.09412549436092377,
-0.05835399776697159,
-0.008214876987040043,
-0.06409177929162979,
-0.03070506639778614,
0.08878473937511444,
-0.04960502311587334,
0.033372797071933746,
-0.03588412329554558,
0.024621371179819107,
-0.011231839656829834,
0.021585630252957344,
-0.020776698365807533,
-0.03062269277870655,
-0.08200293034315109,
0.05656629428267479,
0.047056954354047775,
0.05692491680383682,
0.0079687824472785,
0.06547024101018906,
0.06163448840379715,
-0.007401866838335991,
-0.04180382937192917,
-0.047495558857917786,
-0.0366327129304409,
-0.049808569252491,
0.026368357241153717,
-0.06619811058044434,
-0.030239762738347054,
-0.012333097867667675,
0.033840347081422806,
-0.04441848397254944,
0.056491341441869736,
-0.05420484021306038,
-0.009340004064142704,
0.056244418025016785,
-0.04905671253800392,
0.030915340408682823,
-0.050709716975688934,
0.07373062521219254,
-0.04561590775847435,
-0.10741329938173294,
0.009529310278594494,
-0.05423148721456528,
0.03745286911725998,
0.07404012233018875,
0.005690086632966995,
-0.06259237974882126,
0.034226566553115845,
-0.04367702081799507,
0.06887402385473251,
-0.014024706557393074,
-0.045657265931367874,
-0.006995744537562132,
-0.010013146325945854,
0.004990293178707361,
0.03128610923886299,
-0.009602285921573639,
0.05479489639401436,
0.040455445647239685,
-0.061332084238529205,
-0.03399365022778511,
-0.07184256613254547,
0.09505221247673035,
0.07174082100391388,
-0.005429092328995466,
-0.041671399027109146,
-0.0172785222530365,
-0.03270707279443741,
0.005548281129449606,
-0.025718383491039276,
-0.034398410469293594,
0.008948324248194695,
-0.008864311501383781,
0.021383119747042656,
-0.03410181775689125,
0.011694133281707764,
0.09216266870498657,
0.009474115446209908,
-0.08241990208625793,
0.024936389178037643,
-0.1040734052658081,
-0.018387533724308014,
0.09143202006816864,
-0.026597362011671066,
-0.03005334921181202,
-6.284524141966087e-33,
-0.0667644590139389,
0.02848191000521183,
-0.08848391473293304,
-0.00858035497367382,
-0.014181303791701794,
-0.06265588104724884,
0.06549514830112457,
0.07478563487529755,
-0.015789534896612167,
0.030413741245865822,
-0.07601573318243027,
0.08181935548782349,
0.016888687387108803,
-0.04167107120156288,
0.0636584684252739,
-0.00884985737502575,
0.042018670588731766,
0.06697799265384674,
-0.06046249717473984,
0.1113467589020729,
0.017739586532115936,
0.027379630133509636,
-0.10860123485326767,
0.007146877236664295,
0.05945420637726784,
0.12480378150939941,
0.05794858559966087,
-0.02177182026207447,
-0.033349793404340744,
0.07033509016036987,
-0.033388324081897736,
-0.03859719634056091,
-0.05677029862999916,
0.1136130541563034,
-0.04143867641687393,
-0.12050171196460724,
0.05608066916465759,
-0.024386821314692497,
-0.044622909277677536,
0.013432968407869339,
0.06415828317403793,
-0.013880165293812752,
0.03084743395447731,
-0.04852958396077156,
0.013775007799267769,
0.041196685284376144,
-0.04895144701004028,
-0.022599399089813232,
-0.05162631720304489,
-0.06846141070127487,
0.05567863583564758,
-0.05002165585756302,
-0.011323481798171997,
0.05159148946404457,
0.01767638511955738,
0.0005515291704796255,
0.002347041154280305,
-0.04405343905091286,
-0.022748511284589767,
-0.09735152870416641,
0.03213660046458244,
-0.013395385816693306,
-0.003970934543758631,
0.04356509447097778,
0.05546572804450989,
-0.006832353305071592,
0.07186107337474823,
0.02625969797372818,
-0.04194856807589531,
-0.10925383865833282,
0.0016173893818631768,
0.031894247978925705,
-0.05711818486452103,
-0.015812547877430916,
-0.00431477464735508,
0.04749499633908272,
-0.03612806648015976,
0.046477243304252625,
0.018554851412773132,
0.017341436818242073,
-0.07105676084756851,
0.0076121860183775425,
0.013210862874984741,
0.02250262349843979,
-0.06481142342090607,
-0.06108568608760834,
-0.013218901120126247,
-0.0015014121308922768,
-0.028130745515227318,
-0.012028861790895462,
-0.07343993335962296,
-0.0147784985601902,
-0.04676530137658119,
0.036365993320941925,
-0.014344930648803711,
-5.101845346189293e-8,
0.009440257214009762,
-0.054593417793512344,
-0.022400427609682083,
-0.010302674025297165,
-0.007699749898165464,
-0.020301923155784607,
0.006952785421162844,
0.022692406550049782,
-0.03708591312170029,
-0.004252612125128508,
0.09086545556783676,
0.01237820740789175,
-0.0989789292216301,
0.05257948860526085,
-0.050451431423425674,
0.02651282772421837,
-0.07215781509876251,
-0.015903159976005554,
-0.054297514259815216,
-0.1251349002122879,
0.016711296513676643,
0.049959201365709305,
0.07398750633001328,
-0.06602403521537781,
-0.07748089730739594,
0.057194456458091736,
-0.06239483505487442,
0.08219653367996216,
0.021250896155834198,
-0.0037378387060016394,
-0.038134265691041946,
-0.02377639338374138,
0.013905023224651814,
-0.0652461051940918,
0.020914124324917793,
0.06964390724897385,
0.033118512481451035,
0.030979949980974197,
0.013621317222714424,
-0.00291637284681201,
0.023773454129695892,
-0.034988489001989365,
-0.017362432554364204,
0.031573619693517685,
0.09797710925340652,
-0.04362906888127327,
0.0055013964883983135,
-0.0009659384959377348,
0.023329997435212135,
0.003588641993701458,
-0.024843482300639153,
-0.01608170010149479,
0.04360905662178993,
-0.01952066831290722,
0.05248095840215683,
-0.005562033038586378,
-0.024976780638098717,
-0.009822283871471882,
-0.02797800488770008,
0.10279129445552826,
0.06572524458169937,
0.002140552271157503,
0.003716442734003067,
0.027834905311465263
] | 0.102102 |
Cloud](/platforms/oracle)。关于注册技巧和注册流程故障排除，请参阅此[社区指南](https://gist.github.com/rssnyder/51e3cfedd730e7dd5f4a816143b25dbd)。 --- ## 故障排除 ### Gateway 网关无法启动 ```bash openclaw gateway status openclaw doctor --non-interactive journalctl -u openclaw --no-pager -n 50 ``` ### 端口已被使用 ```bash lsof -i :18789 kill ``` ### 内存不足 ```bash # Check memory free -h # Add more swap # Or upgrade to $12/mo droplet (2GB RAM) ``` --- ## 另请参阅 - [Hetzner 指南](/platforms/hetzner) — 更便宜、更强大 - [Docker 安装](/install/docker) — 容器化设置 - [Tailscale](/gateway/tailscale) — 安全远程访问 - [配置](/gateway/configuration) — 完整配置参考 ```` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/digitalocean.md | main | opebclaw | [
-0.029508791863918304,
0.022420164197683334,
-0.11031182110309601,
-0.06846339255571365,
0.03446241095662117,
-0.09815189987421036,
-0.012279865331947803,
0.024182356894016266,
0.000029034830731689,
0.06264618039131165,
0.0480646975338459,
-0.002254645572975278,
-0.008592027239501476,
-0.06151076406240463,
0.03034462407231331,
0.09570509195327759,
-0.05902388319373131,
0.0033095607068389654,
0.0036310383584350348,
-0.019716521725058556,
-0.06491801887750626,
0.039611898362636566,
-0.047870948910713196,
-0.03590697422623634,
-0.03279376029968262,
-0.005456675309687853,
-0.1018342599272728,
-0.021205006167292595,
-0.022311478853225708,
-0.08599302917718887,
0.05600062385201454,
0.12891021370887756,
-0.10851757973432541,
0.0070567368529737,
0.14822159707546234,
0.11105061322450638,
0.005450540687888861,
-0.10117728263139725,
-0.04992908239364624,
-0.013096926733851433,
0.02456681802868843,
-0.024461068212985992,
-0.04940076544880867,
-0.037462133914232254,
-0.05211391672492027,
0.0025731162168085575,
-0.048163652420043945,
-0.06663473695516586,
-0.027131861075758934,
-0.009454363025724888,
-0.05842588096857071,
0.03039139322936535,
-0.009003052487969398,
-0.009198803454637527,
0.004905920475721359,
0.009916838258504868,
-0.04821459949016571,
-0.014912903308868408,
-0.0043950737453997135,
-0.046632036566734314,
-0.011808731593191624,
0.04653151333332062,
-0.02275274135172367,
0.004220074974000454,
-0.11452534794807434,
-0.024642111733555794,
0.02425360679626465,
-0.04032135382294655,
0.021372945979237556,
0.06429988145828247,
-0.06957553327083588,
-0.008176217786967754,
-0.03411957621574402,
-0.016117000952363014,
-0.10629648715257645,
0.002667229389771819,
0.07572289556264877,
-0.011078158393502235,
-0.05001085624098778,
-0.05862816050648689,
-0.03170330449938774,
0.016642166301608086,
0.009514698758721352,
-0.055289726704359055,
-0.057852596044540405,
0.12141765654087067,
0.010680083185434341,
-0.016870010644197464,
0.08302001655101776,
-0.08342651277780533,
0.0822160616517067,
-0.0455799400806427,
0.024804823100566864,
0.05048222094774246,
0.022404290735721588,
-0.023499589413404465,
0.08541062474250793,
0.001592144719325006,
-0.032974839210510254,
0.10569357872009277,
0.03814629092812538,
0.05807584524154663,
0.047686867415905,
-0.03342648223042488,
-0.07890822738409042,
0.004165425430983305,
-0.01083388552069664,
0.10299251228570938,
-0.01819109544157982,
-0.038223206996917725,
0.0335787869989872,
-0.008274443447589874,
0.026195228099822998,
-0.043030884116888046,
-0.017503144219517708,
0.024609193205833435,
-0.06335669755935669,
-0.11492032557725906,
-0.0707644373178482,
0.033248282968997955,
0.04179619997739792,
-0.0014906194992363453,
-0.09802372753620148,
-0.0037993830628693104,
-0.08414313197135925,
0.05302935838699341,
0.04508087411522865,
8.028613191804777e-33,
0.002813371131196618,
-0.07490699738264084,
0.004236288834363222,
-0.0505649708211422,
0.16166050732135773,
0.0063871662132442,
-0.015955913811922073,
-0.010005118325352669,
-0.12309549003839493,
0.07369877398014069,
-0.022660695016384125,
-0.0597783625125885,
-0.10680276900529861,
-0.02186664193868637,
0.022957580164074898,
-0.07961354404687881,
-0.046823807060718536,
-0.016493286937475204,
0.04370858147740364,
-0.06468239426612854,
0.05380464345216751,
-0.05661007761955261,
-0.09156452119350433,
-0.03217903897166252,
0.039291463792324066,
0.01814117282629013,
0.020719951018691063,
-0.052048761397600174,
0.06920503824949265,
0.03315907344222069,
0.04181716591119766,
-0.04540148004889488,
-0.04429235681891441,
-0.03202753886580467,
-0.03301144763827324,
-0.07338189333677292,
-0.09108711779117584,
-0.04533643648028374,
-0.07650608569383621,
-0.03293332830071449,
-0.0036983450409024954,
0.05816785618662834,
-0.1040719598531723,
0.04718266800045967,
0.07295269519090652,
-0.04365801438689232,
-0.00888906791806221,
0.049793727695941925,
0.030029570683836937,
-0.007984941825270653,
-0.051934052258729935,
-0.005984021350741386,
-0.036928318440914154,
0.0126764802262187,
0.036065563559532166,
0.012505077756941319,
0.005824381019920111,
-0.016802992671728134,
0.02523467317223549,
0.06209307163953781,
-0.06716082990169525,
-0.010500524193048477,
0.05657444894313812,
-0.04280664399266243,
0.06328922510147095,
-0.04439114034175873,
0.03209833428263664,
0.10730613768100739,
-0.009200040251016617,
0.005706718657165766,
-0.06674021482467651,
-0.07019723951816559,
0.09020987153053284,
0.0860198512673378,
0.020068971440196037,
-0.038024891167879105,
-0.008342748507857323,
-0.07211461663246155,
-0.05441957339644432,
-0.011770611628890038,
0.03453007712960243,
0.008277665823698044,
-0.06778260320425034,
-0.014289761893451214,
-0.008180598728358746,
-0.015731004998087883,
0.03309124335646629,
0.00048924790462479,
-0.06941136717796326,
0.06042037159204483,
-0.010421715676784515,
-0.01221728790551424,
0.029091164469718933,
-0.05243813991546631,
-0.058937374502420425,
-1.1812314979382695e-32,
-0.06710591167211533,
-0.024638427421450615,
-0.05233931168913841,
0.028005843982100487,
0.01298078428953886,
-0.06346973776817322,
0.0603070892393589,
-0.01068532932549715,
-0.013461459428071976,
0.019262639805674553,
-0.06829962134361267,
0.11405359208583832,
0.022836051881313324,
-0.01646585762500763,
0.010842634364962578,
0.00449356297031045,
0.0024076944682747126,
-0.061860669404268265,
-0.03630594164133072,
0.13477453589439392,
-0.0030455105006694794,
0.08934935927391052,
0.010177145712077618,
0.030992526561021805,
-0.006406785454601049,
0.07788599282503128,
0.04215307906270027,
0.023548543453216553,
-0.04950797185301781,
0.03962808847427368,
-0.012468810193240643,
0.002978781471028924,
-0.036591093987226486,
0.07900254428386688,
-0.019707845523953438,
-0.06801972538232803,
0.05286611616611481,
0.019008537754416466,
-0.07448074221611023,
-0.007154194172471762,
0.0502452552318573,
-0.038885727524757385,
-0.030270827934145927,
-0.031873706728219986,
-0.0380789116024971,
-0.010158104822039604,
-0.06154654547572136,
-0.04847251623868942,
-0.015407548286020756,
-0.05478294938802719,
-0.03032810427248478,
-0.007075619418174028,
0.023258058354258537,
0.05286163091659546,
0.0653885081410408,
-0.04274032264947891,
0.01362350769340992,
-0.03447656333446503,
-0.07728826999664307,
-0.07729016244411469,
0.05749277025461197,
-0.021656526252627373,
-0.06148365139961243,
0.03385448083281517,
0.08143234997987747,
-0.04973901808261871,
0.0014548157341778278,
0.012592918239533901,
-0.023161476477980614,
-0.020988989621400833,
0.01850087381899357,
0.04082018509507179,
0.006251538172364235,
-0.02502441592514515,
0.06888662278652191,
0.002452595392242074,
-0.04115091636776924,
-0.05285895615816116,
0.00230742571875453,
0.012074854224920273,
-0.10445228964090347,
-0.009252285584807396,
0.03401979058980942,
-0.03466721251606941,
-0.029505085200071335,
-0.066106416285038,
-0.026471273973584175,
0.04975307732820511,
0.016452820971608162,
0.005305182188749313,
-0.020587896928191185,
-0.030863875523209572,
-0.010954524390399456,
0.059798069298267365,
-0.016018934547901154,
-6.567395871570625e-8,
0.00946599431335926,
-0.08438139408826828,
-0.015719784423708916,
0.014559362083673477,
0.07274960726499557,
-0.10526289790868759,
0.013080159202218056,
0.10623981803655624,
-0.0466783381998539,
0.055069826543331146,
0.09481979161500931,
0.03815411403775215,
-0.0614488311111927,
0.027589520439505577,
0.04019781947135925,
-0.014285437762737274,
-0.01003898773342371,
0.03235780820250511,
-0.031480737030506134,
-0.15836620330810547,
-0.001770493690855801,
0.0493747778236866,
0.07734273374080658,
0.0023295138962566853,
0.03476087376475334,
0.0035034213215112686,
0.06059650331735611,
0.010043947957456112,
0.001488209585659206,
-0.00817898754030466,
-0.029548224061727524,
-0.019162822514772415,
-0.002818718319758773,
-0.028428908437490463,
0.057755663990974426,
0.05971566215157509,
0.009192350320518017,
0.06950419396162033,
0.016465721651911736,
-0.05327538028359413,
-0.02781880833208561,
-0.025059852749109268,
-0.024544155225157738,
0.029022417962551117,
-0.025706473737955093,
0.036364831030368805,
-0.024916471913456917,
0.07487738132476807,
0.04043116793036461,
-0.02522984705865383,
0.02937369793653488,
-0.03305754065513611,
0.048432473093271255,
0.028814183548092842,
0.020432543009519577,
0.04177023470401764,
-0.04537290707230568,
0.03003997914493084,
0.006871311459690332,
0.029949521645903587,
0.02477332018315792,
0.03761497884988785,
0.040572941303253174,
-0.018686043098568916
] | 0.092211 |
# 在 Hetzner 上运行 OpenClaw（Docker，生产 VPS 指南） ## 目标 使用 Docker 在 Hetzner VPS 上运行持久的 OpenClaw Gateway 网关，带持久状态、内置二进制文件和安全的重启行为。 如果你想要"约 $5 实现 OpenClaw 24/7"，这是最简单可靠的设置。 Hetzner 定价会变化；选择最小的 Debian/Ubuntu VPS，如果遇到 OOM 再扩容。 ## 我们在做什么（简单说明）？ - 租用一台小型 Linux 服务器（Hetzner VPS） - 安装 Docker（隔离的应用运行时） - 在 Docker 中启动 OpenClaw Gateway 网关 - 在主机上持久化 `~/.openclaw` + `~/.openclaw/workspace`（重启/重建后保留） - 通过 SSH 隧道从你的笔记本电脑访问控制 UI Gateway 网关可以通过以下方式访问： - 从你的笔记本电脑进行 SSH 端口转发 - 如果你自己管理防火墙和令牌，可以直接暴露端口 本指南假设在 Hetzner 上使用 Ubuntu 或 Debian。 如果你使用其他 Linux VPS，请相应地映射软件包。 通用 Docker 流程请参见 [Docker](/install/docker)。 --- ## 快速路径（有经验的运维人员） 1. 配置 Hetzner VPS 2. 安装 Docker 3. 克隆 OpenClaw 仓库 4. 创建持久化主机目录 5. 配置 `.env` 和 `docker-compose.yml` 6. 将所需二进制文件烘焙到镜像中 7. `docker compose up -d` 8. 验证持久化和 Gateway 网关访问 --- ## 你需要什么 - 具有 root 访问权限的 Hetzner VPS - 从你的笔记本电脑进行 SSH 访问 - 基本熟悉 SSH + 复制/粘贴 - 约 20 分钟 - Docker 和 Docker Compose - 模型认证凭证 - 可选的提供商凭证 - WhatsApp 二维码 - Telegram 机器人令牌 - Gmail OAuth --- ## 1) 配置 VPS 在 Hetzner 中创建一个 Ubuntu 或 Debian VPS。 以 root 身份连接： ```bash ssh root@YOUR\_VPS\_IP ``` 本指南假设 VPS 是有状态的。 不要将其视为一次性基础设施。 --- ## 2) 安装 Docker（在 VPS 上） ```bash apt-get update apt-get install -y git curl ca-certificates curl -fsSL https://get.docker.com | sh ``` 验证： ```bash docker --version docker compose version ``` --- ## 3) 克隆 OpenClaw 仓库 ```bash git clone https://github.com/openclaw/openclaw.git cd openclaw ``` 本指南假设你将构建自定义镜像以保证二进制文件持久化。 --- ## 4) 创建持久化主机目录 Docker 容器是临时的。 所有长期状态必须存储在主机上。 ```bash mkdir -p /root/.openclaw mkdir -p /root/.openclaw/workspace # 将所有权设置为容器用户（uid 1000）： chown -R 1000:1000 /root/.openclaw chown -R 1000:1000 /root/.openclaw/workspace ``` --- ## 5) 配置环境变量 在仓库根目录创建 `.env`。 ```bash OPENCLAW\_IMAGE=openclaw:latest OPENCLAW\_GATEWAY\_TOKEN=change-me-now OPENCLAW\_GATEWAY\_BIND=lan OPENCLAW\_GATEWAY\_PORT=18789 OPENCLAW\_CONFIG\_DIR=/root/.openclaw OPENCLAW\_WORKSPACE\_DIR=/root/.openclaw/workspace GOG\_KEYRING\_PASSWORD=change-me-now XDG\_CONFIG\_HOME=/home/node/.openclaw ``` 生成强密钥： ```bash openssl rand -hex 32 ``` \*\*不要提交此文件。\*\* --- ## 6) Docker Compose 配置 创建或更新 `docker-compose.yml`。 ```yaml services: openclaw-gateway: image: ${OPENCLAW\_IMAGE} build: . restart: unless-stopped env\_file: - .env environment: - HOME=/home/node - NODE\_ENV=production - TERM=xterm-256color - OPENCLAW\_GATEWAY\_BIND=${OPENCLAW\_GATEWAY\_BIND} - OPENCLAW\_GATEWAY\_PORT=${OPENCLAW\_GATEWAY\_PORT} - OPENCLAW\_GATEWAY\_TOKEN=${OPENCLAW\_GATEWAY\_TOKEN} - GOG\_KEYRING\_PASSWORD=${GOG\_KEYRING\_PASSWORD} - XDG\_CONFIG\_HOME=${XDG\_CONFIG\_HOME} - PATH=/home/linuxbrew/.linuxbrew/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin volumes: - ${OPENCLAW\_CONFIG\_DIR}:/home/node/.openclaw - ${OPENCLAW\_WORKSPACE\_DIR}:/home/node/.openclaw/workspace ports: # 推荐：在 VPS 上保持 Gateway 网关仅限 loopback；通过 SSH 隧道访问。 # 要公开暴露，移除 `127.0.0.1:` 前缀并相应配置防火墙。 - "127.0.0.1:${OPENCLAW\_GATEWAY\_PORT}:18789" # 可选：仅当你对此 VPS 运行 iOS/Android 节点并需要 Canvas 主机时。 # 如果你公开暴露此端口，请阅读 /gateway/security 并相应配置防火墙。 # - "18793:18793" command: [ "node", "dist/index.js", "gateway", "--bind", "${OPENCLAW\_GATEWAY\_BIND}", "--port", "${OPENCLAW\_GATEWAY\_PORT}", ] ``` --- ## 7) 将所需二进制文件烘焙到镜像中（关键） 在运行中的容器内安装二进制文件是一个陷阱。 任何在运行时安装的东西都会在重启时丢失。 所有 skills 所需的外部二进制文件必须在镜像构建时安装。 以下示例仅展示三个常见二进制文件： - `gog` 用于 Gmail 访问 - `goplaces` 用于 Google Places - `wacli` 用于 WhatsApp 这些是示例，不是完整列表。 你可以使用相同的模式安装任意数量的二进制文件。 如果你以后添加依赖额外二进制文件的新 skills，你必须： 1. 更新 Dockerfile 2. 重新构建镜像 3. 重启容器 \*\*示例 Dockerfile\*\* ```dockerfile FROM node:22-bookworm RUN apt-get update && apt-get install -y socat && rm -rf /var/lib/apt/lists/\* # 示例二进制文件 1：Gmail CLI RUN curl -L https://github.com/steipete/gog/releases/latest/download/gog\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/gog # 示例二进制文件 2：Google Places CLI RUN curl -L https://github.com/steipete/goplaces/releases/latest/download/goplaces\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/goplaces # 示例二进制文件 3：WhatsApp CLI RUN curl -L https://github.com/steipete/wacli/releases/latest/download/wacli\_Linux\_x86\_64.tar.gz \ | tar -xz -C /usr/local/bin && chmod +x /usr/local/bin/wacli # 使用相同模式在下方添加更多二进制文件 WORKDIR /app COPY package.json pnpm-lock.yaml pnpm-workspace.yaml .npmrc ./ COPY ui/package.json ./ui/package.json COPY scripts ./scripts RUN corepack enable RUN pnpm install --frozen-lockfile COPY . . RUN pnpm build RUN pnpm ui:install RUN pnpm ui:build ENV NODE\_ENV=production CMD ["node","dist/index.js"] ``` --- ## 8) 构建并启动 ```bash docker compose build docker compose up -d openclaw-gateway ``` 验证二进制文件： ```bash docker compose exec openclaw-gateway which gog docker compose exec openclaw-gateway which goplaces docker compose exec openclaw-gateway which wacli ``` 预期输出： ``` /usr/local/bin/gog /usr/local/bin/goplaces /usr/local/bin/wacli ``` --- ## 9) 验证 Gateway 网关 ```bash docker compose logs -f openclaw-gateway ``` 成功： ``` [gateway] listening on ws://0.0.0.0:18789 ``` 从你的笔记本电脑： ```bash ssh -N -L 18789:127.0.0.1:18789 root@YOUR\_VPS\_IP ``` 打开： `http://127.0.0.1:18789/` 粘贴你的 Gateway 网关令牌。 --- ## 持久化位置（事实来源） OpenClaw 在 Docker 中运行，但 Docker 不是事实来源。 所有长期状态必须在重启、重建和重启后保留。 | 组件 | 位置 | 持久化机制 | 说明 | | ---------------- | --------------------------------- | ------------- | --------------------------- | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/hetzner.md | main | opebclaw | [
-0.04746472090482712,
0.07772336155176163,
-0.08513322472572327,
-0.04580258950591087,
-0.0030263548251241446,
-0.0867261290550232,
0.002456009853631258,
-0.009266896173357964,
0.040023282170295715,
-0.021241329610347748,
0.09137388318777084,
-0.022961877286434174,
0.062300197780132294,
-0.0325133390724659,
0.02808632329106331,
0.009148659184575081,
-0.060619011521339417,
0.042663946747779846,
0.0227739866822958,
0.00021528922661673278,
-0.07213743031024933,
-0.005953016225248575,
0.03157256171107292,
-0.058850135654211044,
-0.044017244130373,
0.08366364240646362,
-0.0531979463994503,
0.07782280445098877,
0.002609343035146594,
-0.03456355258822441,
0.024517906829714775,
0.11510943621397018,
-0.04921816661953926,
0.007021602243185043,
0.13329777121543884,
0.09230368584394455,
0.010456549935042858,
-0.05983254313468933,
-0.06198674067854881,
-0.009951876476407051,
-0.010322926566004753,
-0.010400881059467793,
0.015243127942085266,
-0.042282361537218094,
-0.04677056148648262,
-0.018659092485904694,
-0.06756985932588577,
-0.1079927459359169,
-0.021886343136429787,
-0.06422512978315353,
-0.06999124586582184,
-0.03986727073788643,
0.022984130308032036,
-0.019092286005616188,
0.03473861142992973,
0.02490243874490261,
0.012875139713287354,
0.005249550566077232,
0.030408870428800583,
-0.04588675871491432,
-0.0004802588664460927,
0.030530625954270363,
-0.04637201130390167,
-0.005949000362306833,
-0.11602744460105896,
-0.00465049222111702,
-0.04433029145002365,
0.00791742280125618,
-0.04378205165266991,
0.0011636632261797786,
-0.07688797265291214,
-0.0025016532745212317,
-0.010547955520451069,
-0.03265020251274109,
-0.06480617076158524,
-0.01836528815329075,
0.016406811773777008,
-0.017814701423048973,
-0.0850854367017746,
-0.12818746268749237,
-0.03354896605014801,
-0.03493862226605415,
-0.0327707901597023,
-0.017957886680960655,
-0.049017444252967834,
0.1622355878353119,
-0.026143377646803856,
-0.04304024204611778,
0.11582544445991516,
-0.06867387145757675,
0.019495496526360512,
-0.055834341794252396,
-0.03549404442310333,
0.01111919991672039,
0.03968915343284607,
-0.08145677298307419,
0.03179771453142166,
0.0369449183344841,
-0.056581493467092514,
0.058138586580753326,
0.02869562804698944,
-0.02529016137123108,
0.024404054507613182,
-0.04063454270362854,
-0.03094177320599556,
0.04330188408493996,
0.04808231443166733,
0.07271021604537964,
0.0030879939440637827,
-0.006576477084308863,
-0.02052883431315422,
-0.08244992047548294,
0.022122081369161606,
-0.06878791749477386,
-0.05418975278735161,
0.03205171227455139,
-0.010371134616434574,
-0.12290292233228683,
0.004235341213643551,
0.0332174226641655,
0.08716445416212082,
0.004456696566194296,
-0.02089563198387623,
-0.02897965908050537,
-0.06048977002501488,
0.009274507872760296,
0.10062547773122787,
2.3596396053826578e-33,
-0.05048304796218872,
-0.056864216923713684,
0.0084246089681983,
-0.03591883182525635,
0.16780532896518707,
-0.0015672168228775263,
0.010155685245990753,
0.02251311019062996,
-0.07673799246549606,
0.07390236854553223,
-0.03396865725517273,
0.0021269014105200768,
-0.10838154703378677,
-0.0021730035077780485,
0.037355419248342514,
-0.08598055690526962,
-0.025123421102762222,
-0.020360974594950676,
-0.009713657200336456,
-0.06348244100809097,
0.06379708647727966,
0.009905621409416199,
-0.019248737022280693,
-0.022428972646594048,
-0.011832384392619133,
-0.03990418091416359,
0.04713888093829155,
-0.055286627262830734,
-0.00950306560844183,
0.02018658071756363,
0.030080707743763924,
-0.01335153914988041,
-0.02498479001224041,
0.05560655891895294,
-0.10082919150590897,
0.051673319190740585,
0.011946354992687702,
0.006944254506379366,
-0.01539911050349474,
-0.053134214133024216,
-0.038238637149333954,
-0.05177142843604088,
0.0023496549110859632,
0.06969574838876724,
0.026663677766919136,
-0.01570838689804077,
-0.03730303794145584,
0.06062326952815056,
0.041490450501441956,
0.00038086765562184155,
-0.04707201570272446,
0.04377074912190437,
-0.06533289700746536,
0.028235148638486862,
-0.04580999165773392,
-0.04898110404610634,
-0.0826493352651596,
0.029145557433366776,
-0.01260828785598278,
0.002322286367416382,
-0.08927769213914871,
0.07408853620290756,
0.01721322163939476,
-0.01160600408911705,
0.06543396413326263,
0.015826907008886337,
0.004948081448674202,
0.07934202253818512,
-0.019504286348819733,
0.006035210564732552,
-0.08203401416540146,
-0.027823904529213905,
0.09645047038793564,
0.08349811285734177,
0.01395753026008606,
-0.014503002166748047,
-0.05045727267861366,
-0.03386857360601425,
0.06510629504919052,
-0.07582218199968338,
-0.0388549380004406,
0.011272897943854332,
0.0010698289843276143,
0.015388630330562592,
-0.0391307957470417,
0.0077486601658165455,
0.07119432091712952,
0.006207529455423355,
-0.005283612757921219,
0.062200333923101425,
-0.07725172489881516,
-0.023353856056928635,
-0.011306039988994598,
-0.020158227533102036,
-0.02219710312783718,
-7.321778887763735e-33,
-0.012607322074472904,
0.06369572877883911,
-0.0466373935341835,
-0.022900212556123734,
0.004944441374391317,
-0.009309652261435986,
0.05929860472679138,
-0.060386043041944504,
-0.02552681602537632,
-0.005615821108222008,
-0.06704508513212204,
0.11638209968805313,
0.020322071388363838,
-0.004096919670701027,
0.06941937655210495,
-0.012179543264210224,
-0.02017778344452381,
0.03238701447844505,
-0.019338645040988922,
0.06927475333213806,
-0.02212071418762207,
0.008801057003438473,
-0.09060845524072647,
0.03724602609872818,
0.04439018294215202,
0.06225961074233055,
0.1132914274930954,
0.01704685017466545,
0.025214917957782745,
0.07500700652599335,
0.027603210881352425,
0.001397297834046185,
-0.047640636563301086,
0.13224589824676514,
0.03749162331223488,
-0.017039574682712555,
-0.01948641613125801,
0.043956127017736435,
-0.04498875513672829,
-0.04456472396850586,
0.01767471432685852,
-0.09916625916957855,
0.021345892921090126,
-0.027727512642741203,
-0.033471401780843735,
0.018349766731262207,
-0.04983862116932869,
-0.05550030991435051,
-0.13217176496982574,
-0.05837889388203621,
0.030538080260157585,
-0.04095855727791786,
-0.009026127867400646,
-0.007606813684105873,
0.058588117361068726,
0.05450683459639549,
-0.005843657068908215,
-0.06940300762653351,
-0.06270009279251099,
-0.08784019201993942,
0.12213416397571564,
0.029224839061498642,
-0.008000354282557964,
0.045490968972444534,
0.0028447057120501995,
-0.11754939705133438,
0.01878690905869007,
-0.01399563904851675,
-0.013592701405286789,
-0.11871055513620377,
-0.003758629783987999,
0.06327181309461594,
0.039251863956451416,
-0.07268982380628586,
0.011752713471651077,
0.019075818359851837,
0.04766501113772392,
0.04044913128018379,
-0.010267157107591629,
0.019816575571894646,
0.015606281347572803,
-0.027865642681717873,
0.055147696286439896,
-0.009415777400135994,
-0.059570569545030594,
-0.013513687998056412,
-0.010789535939693451,
0.1057170033454895,
0.044240802526474,
-0.017750635743141174,
-0.0210964847356081,
0.021494602784514427,
0.016915608197450638,
0.04891404137015343,
0.01866706646978855,
-4.506227924139239e-8,
-0.04677915200591087,
-0.11342937499284744,
-0.04713756963610649,
-0.022618047893047333,
-0.059630632400512695,
-0.05906728655099869,
-0.021842382848262787,
-0.01355879195034504,
-0.06819508224725723,
-0.05480266734957695,
0.04982105642557144,
-0.025327054783701897,
-0.07469599694013596,
0.027116738259792328,
-0.10768494755029678,
0.03361324965953827,
0.004723589867353439,
0.04338916018605232,
0.025588244199752808,
-0.05717906728386879,
-0.03907947242259979,
-0.00890288408845663,
0.08212138712406158,
-0.027722051367163658,
-0.07865667343139648,
0.014739111997187138,
-0.09254827350378036,
-0.02303711511194706,
0.007175644859671593,
0.00029495489434339106,
0.06723523139953613,
-0.03563467040657997,
0.02403627149760723,
0.04263235628604889,
0.07923270016908646,
0.014365999959409237,
0.008534198626875877,
0.009404616430401802,
-0.0024463352747261524,
0.022616131231188774,
-0.014178968966007233,
-0.09911917895078659,
-0.03089558333158493,
-0.0034599779173731804,
0.0012660411885008216,
-0.01839594356715679,
0.024508412927389145,
0.03211274370551109,
0.05510551109910011,
0.03542470186948776,
-0.0014524818398058414,
0.030366279184818268,
0.04862440004944801,
-0.005664982367306948,
0.06490414589643478,
0.03612449765205383,
-0.02367284707725048,
0.010913414880633354,
0.012815120629966259,
0.05874638259410858,
-0.026591656729578972,
0.08088824152946472,
0.02046491764485836,
0.06378787755966187
] | -0.024165 |
-f openclaw-gateway ``` 成功： ``` [gateway] listening on ws://0.0.0.0:18789 ``` 从你的笔记本电脑： ```bash ssh -N -L 18789:127.0.0.1:18789 root@YOUR\_VPS\_IP ``` 打开： `http://127.0.0.1:18789/` 粘贴你的 Gateway 网关令牌。 --- ## 持久化位置（事实来源） OpenClaw 在 Docker 中运行，但 Docker 不是事实来源。 所有长期状态必须在重启、重建和重启后保留。 | 组件 | 位置 | 持久化机制 | 说明 | | ---------------- | --------------------------------- | ------------- | --------------------------- | | Gateway 网关配置 | `/home/node/.openclaw/` | 主机卷挂载 | 包括 `openclaw.json`、令牌 | | 模型认证配置文件 | `/home/node/.openclaw/` | 主机卷挂载 | OAuth 令牌、API 密钥 | | Skill 配置 | `/home/node/.openclaw/skills/` | 主机卷挂载 | Skill 级别状态 | | 智能体工作区 | `/home/node/.openclaw/workspace/` | 主机卷挂载 | 代码和智能体产物 | | WhatsApp 会话 | `/home/node/.openclaw/` | 主机卷挂载 | 保留二维码登录 | | Gmail 密钥环 | `/home/node/.openclaw/` | 主机卷 + 密码 | 需要 `GOG\_KEYRING\_PASSWORD` | | 外部二进制文件 | `/usr/local/bin/` | Docker 镜像 | 必须在构建时烘焙 | | Node 运行时 | 容器文件系统 | Docker 镜像 | 每次镜像构建时重建 | | 操作系统包 | 容器文件系统 | Docker 镜像 | 不要在运行时安装 | | Docker 容器 | 临时的 | 可重启 | 可以安全销毁 | | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/hetzner.md | main | opebclaw | [
0.006391014438122511,
0.07838395237922668,
-0.06625205278396606,
-0.06633013486862183,
-0.015569677576422691,
-0.06555183231830597,
-0.006748665124177933,
-0.055746469646692276,
0.05449032410979271,
-0.01698489300906658,
0.03866983950138092,
-0.052565522491931915,
-0.007099587470293045,
-0.04753798246383667,
-0.010725587606430054,
0.01346924714744091,
-0.046250637620687485,
-0.03477920964360237,
-0.024266140535473824,
-0.11711455881595612,
-0.09004975855350494,
0.05092697963118553,
-0.004698476754128933,
-0.0555744431912899,
-0.08862815052270889,
0.0021885279566049576,
-0.03316767141222954,
0.008713643997907639,
0.006931850221008062,
0.009723441675305367,
-0.00290945777669549,
0.07862557470798492,
-0.020606085658073425,
0.039271123707294464,
0.008574012666940689,
0.073832668364048,
0.12527845799922943,
-0.0395173616707325,
-0.07231230288743973,
-0.006566027645021677,
0.03364573419094086,
-0.03850047290325165,
0.05515548214316368,
-0.08627767115831375,
-0.07258730381727219,
-0.046446993947029114,
-0.059567224234342575,
-0.07557826489210129,
-0.020742760971188545,
-0.044211357831954956,
-0.03267784044146538,
0.002855968428775668,
0.01639259234070778,
0.002492255996912718,
0.010945967398583889,
0.03004554659128189,
0.013543476350605488,
0.00919127743691206,
0.007760223001241684,
-0.011052737012505531,
-0.03513791039586067,
0.05192236602306366,
-0.05555397644639015,
0.02629084140062332,
-0.09063231199979782,
-0.03516632318496704,
-0.019676096737384796,
0.026140933856368065,
0.004367786459624767,
0.0342700369656086,
-0.07309481501579285,
-0.003699856111779809,
-0.03211911395192146,
-0.0605202317237854,
-0.04523453116416931,
-0.04404095932841301,
0.0718582272529602,
-0.045767735689878464,
-0.09045515209436417,
-0.07523399591445923,
-0.02627742663025856,
-0.08435169607400894,
-0.03441379964351654,
-0.06432989984750748,
-0.06660910695791245,
0.09918378293514252,
-0.03084644302725792,
-0.031228717416524887,
0.1080290749669075,
-0.04261888936161995,
-0.000666012812871486,
-0.04998152330517769,
0.012272178195416927,
0.07053939253091812,
0.08655470609664917,
0.0007909539854153991,
0.0394149012863636,
0.012264288030564785,
-0.08668435364961624,
0.06382879614830017,
0.04660386964678764,
0.005178964231163263,
-0.020717037841677666,
-0.03696320578455925,
-0.024556856602430344,
0.00561928516253829,
-0.07249391078948975,
0.1054309532046318,
-0.014697344973683357,
-0.018530236557126045,
-0.028604919090867043,
-0.07190980017185211,
0.02746417559683323,
-0.05965026840567589,
-0.009533845819532871,
0.027404660359025,
-0.026866739615797997,
-0.07355643808841705,
-0.05177515000104904,
0.04840140417218208,
0.050959277898073196,
0.05565674602985382,
-0.06484545022249222,
0.011123700998723507,
-0.02104729600250721,
-0.0077503942884504795,
0.16578789055347443,
7.531188063574941e-33,
0.016006790101528168,
-0.004177526105195284,
0.008338595740497112,
-0.09521803259849548,
0.16320300102233887,
-0.008363237604498863,
-0.0085830707103014,
0.015277918428182602,
-0.06432236731052399,
0.0811951756477356,
-0.01991097815334797,
0.0281806793063879,
-0.026779938489198685,
-0.0770019069314003,
0.04153285548090935,
-0.04767490550875664,
-0.03783683106303215,
-0.034113526344299316,
0.04614221304655075,
-0.06666094064712524,
0.03131289407610893,
-0.08936455100774765,
-0.006401319056749344,
-0.03276960924267769,
0.06261397898197174,
-0.030158499255776405,
0.020437026396393776,
-0.009068080224096775,
0.009269324131309986,
0.032004520297050476,
0.05852094292640686,
0.008040284737944603,
-0.03571654483675957,
-0.06774619966745377,
-0.021145809441804886,
0.028664223849773407,
0.027338510379195213,
-0.009640509262681007,
-0.025615269318223,
-0.01035988237708807,
0.0013504920061677694,
-0.02308938279747963,
-0.06853269040584564,
0.060035187751054764,
0.03219747543334961,
-0.056126803159713745,
-0.06214017793536186,
-0.03484101593494415,
0.06680716574192047,
0.06657179445028305,
-0.07185806334018707,
-0.026694834232330322,
-0.04382247105240822,
0.032379150390625,
0.014369796961545944,
-0.022289074957370758,
-0.07116931676864624,
0.018366007134318352,
-0.023625507950782776,
0.012170834466814995,
-0.03698099032044411,
0.02123335748910904,
-0.01481473259627819,
-0.011512493714690208,
0.05875610560178757,
-0.03294649347662926,
-0.012442946434020996,
0.11474623531103134,
-0.012598728761076927,
-0.030930809676647186,
-0.07718131691217422,
0.0017049642046913505,
0.08103279024362564,
0.10014157742261887,
-0.018722642213106155,
0.007838687859475613,
-0.058376528322696686,
0.02072007581591606,
0.08771077543497086,
-0.02320690266788006,
-0.05725172534584999,
0.025943651795387268,
-0.04512957111001015,
0.10417088121175766,
0.0220154020935297,
0.04207276552915573,
0.009128493256866932,
0.017687035724520683,
-0.03647498041391373,
0.051884133368730545,
-0.12018971145153046,
0.08414269983768463,
0.029487742111086845,
-0.03675439953804016,
-0.05801352858543396,
-1.260460404930867e-32,
-0.07415689527988434,
0.07908223569393158,
-0.11248339712619781,
0.010868103243410587,
0.033032018691301346,
0.0006128153181634843,
0.07932622730731964,
-0.018334614112973213,
-0.009174921549856663,
0.01700221374630928,
-0.046616923063993454,
0.08911790698766708,
0.048149626702070236,
-0.042732011526823044,
0.01690681464970112,
-0.09545189887285233,
0.042857419699430466,
0.04267513379454613,
-0.05753745138645172,
0.0674058273434639,
-0.021459372714161873,
-0.006605448666960001,
-0.07989298552274704,
-0.01491504069417715,
-0.00007389850361505523,
0.05841124802827835,
0.09793644398450851,
-0.0400104857981205,
-0.07493084669113159,
0.03718177229166031,
0.06205339729785919,
0.06137656047940254,
-0.043466582894325256,
0.10330261290073395,
-0.02276345156133175,
-0.012543348595499992,
0.050140976905822754,
0.0732460618019104,
-0.03946064040064812,
-0.05145809054374695,
0.018826477229595184,
0.0038251224905252457,
-0.017683573067188263,
-0.034925609827041626,
-0.07075662165880203,
0.07022293657064438,
-0.0393582247197628,
-0.060786351561546326,
-0.13016843795776367,
-0.051752589643001556,
-0.001003132201731205,
-0.03202563151717186,
0.05004183575510979,
0.030853768810629845,
0.029725495725870132,
0.032018695026636124,
0.007937864400446415,
-0.08146954327821732,
-0.053395211696624756,
-0.07950440049171448,
0.09016763418912888,
0.01752553880214691,
-0.05871425196528435,
0.09383044391870499,
0.04956784099340439,
-0.09934061765670776,
-0.012712143361568451,
0.025018243119120598,
0.03993716835975647,
-0.10946236550807953,
0.06843563914299011,
0.04034559428691864,
-0.034432198852300644,
-0.037303224205970764,
-0.008286784403026104,
0.013492572121322155,
-0.01838434860110283,
0.015159393660724163,
-0.04770876094698906,
0.0424637533724308,
0.023680299520492554,
-0.0030676969327032566,
-0.026898562908172607,
-0.07174951583147049,
-0.022693218663334846,
-0.07069651037454605,
0.008780600503087044,
0.04954483360052109,
0.054291389882564545,
-0.013410359621047974,
-0.06470951437950134,
0.0018074206309393048,
-0.09749405831098557,
0.02098570577800274,
0.03404288366436958,
-5.897420862766012e-8,
-0.01091773621737957,
-0.0395493283867836,
-0.04151127487421036,
-0.009587295353412628,
-0.05728989839553833,
-0.029098104685544968,
-0.0049240910448133945,
-0.022513432428240776,
-0.07937605679035187,
-0.04203805699944496,
0.015577810816466808,
-0.006815989036113024,
-0.06689900904893875,
0.04555751383304596,
-0.0308211799710989,
0.038328394293785095,
-0.008173292502760887,
-0.05110767483711243,
-0.003913371358066797,
-0.09468723088502884,
0.020420480519533157,
-0.0005770710413344204,
0.03489718586206436,
-0.03275135159492493,
-0.09591075032949448,
0.03273829445242882,
-0.05122125893831253,
0.007170404307544231,
-0.038670264184474945,
-0.009237134829163551,
-0.0013091455912217498,
-0.02123282477259636,
-0.026651624590158463,
0.031915683299303055,
-0.0008116194512695074,
0.036997340619564056,
-0.03949956223368645,
-0.027556337416172028,
-0.02919420599937439,
-0.006076566409319639,
0.011919020675122738,
-0.061213765293359756,
0.03136098384857178,
0.0025063431821763515,
0.04088868945837021,
-0.0014259504387155175,
0.011675730347633362,
0.011410345323383808,
0.08839178830385208,
-0.012814805842936039,
0.04064445570111275,
-0.015165259130299091,
0.07133250683546066,
0.010591714642941952,
0.09369002282619476,
0.07966192811727524,
-0.01513376273214817,
-0.06437986344099045,
-0.03216934576630592,
0.05661073327064514,
0.013448591344058514,
0.10310042649507523,
-0.0153496153652668,
0.03264069929718971
] | 0.048319 |
# exe.dev 目标：OpenClaw Gateway 网关运行在 exe.dev VM 上，可从你的笔记本电脑通过以下地址访问：`https://.exe.xyz` 本页假设使用 exe.dev 的默认 \*\*exeuntu\*\* 镜像。如果你选择了不同的发行版，请相应地映射软件包。 ## 新手快速路径 1. [https://exe.new/openclaw](https://exe.new/openclaw) 2. 根据需要填写你的认证密钥/令牌 3. 点击 VM 旁边的"Agent"，然后等待... 4. ??? 5. 完成 ## 你需要什么 - exe.dev 账户 - `ssh exe.dev` 访问 [exe.dev](https://exe.dev) 虚拟机（可选） ## 使用 Shelley 自动安装 Shelley，[exe.dev](https://exe.dev) 的智能体，可以使用我们的提示立即安装 OpenClaw。使用的提示如下： ``` Set up OpenClaw (https://docs.openclaw.ai/install) on this VM. Use the non-interactive and accept-risk flags for openclaw onboarding. Add the supplied auth or token as needed. Configure nginx to forward from the default port 18789 to the root location on the default enabled site config, making sure to enable Websocket support. Pairing is done by "openclaw devices list" and "openclaw device approve ". Make sure the dashboard shows that OpenClaw's health is OK. exe.dev handles forwarding from port 8000 to port 80/443 and HTTPS for us, so the final "reachable" should be .exe.xyz, without port specification. ``` ## 手动安装 ## 1) 创建 VM 从你的设备： ```bash ssh exe.dev new ``` 然后连接： ```bash ssh .exe.xyz ``` 提示：保持此 VM \*\*有状态\*\*。OpenClaw 在 `~/.openclaw/` 和 `~/.openclaw/workspace/` 下存储状态。 ## 2) 安装先决条件（在 VM 上） ```bash sudo apt-get update sudo apt-get install -y git curl jq ca-certificates openssl ``` ## 3) 安装 OpenClaw 运行 OpenClaw 安装脚本： ```bash curl -fsSL https://openclaw.ai/install.sh | bash ``` ## 4) 设置 nginx 将 OpenClaw 代理到端口 8000 编辑 `/etc/nginx/sites-enabled/default`： ``` server { listen 80 default\_server; listen [::]:80 default\_server; listen 8000; listen [::]:8000; server\_name \_; location / { proxy\_pass http://127.0.0.1:18789; proxy\_http\_version 1.1; # WebSocket 支持 proxy\_set\_header Upgrade $http\_upgrade; proxy\_set\_header Connection "upgrade"; # 标准代理头 proxy\_set\_header Host $host; proxy\_set\_header X-Real-IP $remote\_addr; proxy\_set\_header X-Forwarded-For $proxy\_add\_x\_forwarded\_for; proxy\_set\_header X-Forwarded-Proto $scheme; # 长连接超时设置 proxy\_read\_timeout 86400s; proxy\_send\_timeout 86400s; } } ``` ## 5) 访问 OpenClaw 并授予权限 访问 `https://.exe.xyz/?token=YOUR-TOKEN-FROM-TERMINAL`（参阅新手引导中的控制 UI 输出）。使用 `openclaw devices list` 和 `openclaw devices approve ` 批准设备。如有疑问，从浏览器使用 Shelley！ ## 远程访问 远程访问由 [exe.dev](https://exe.dev) 的认证处理。默认情况下，来自端口 8000 的 HTTP 流量通过电子邮件认证转发到 `https://.exe.xyz`。 ## 更新 ```bash npm i -g openclaw@latest openclaw doctor openclaw gateway restart openclaw health ``` 指南：[更新](/install/updating) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/exe-dev.md | main | opebclaw | [
-0.03811699151992798,
-0.0029431686270982027,
-0.06939868628978729,
-0.038917865604162216,
-0.0020514412317425013,
-0.09750853478908539,
-0.009565024636685848,
0.004389835521578789,
0.010582116432487965,
-0.0035560105461627245,
0.14107745885849,
-0.05222506821155548,
0.01423571165651083,
-0.011651141569018364,
0.07104463875293732,
0.11267915368080139,
-0.03661476820707321,
0.04448436200618744,
0.082346610724926,
0.018747201189398766,
0.008536245673894882,
0.025857551023364067,
0.0213834960013628,
-0.0625283420085907,
-0.044489312916994095,
-0.04849250987172127,
-0.00538146635517478,
0.032741423696279526,
-0.0007217914098873734,
-0.07450415194034576,
-0.022585857659578323,
0.09059136360883713,
-0.08032107353210449,
0.038904476910829544,
0.14843904972076416,
0.10252168029546738,
0.05180228501558304,
-0.03375694900751114,
-0.09536710381507874,
-0.025623667985200882,
0.020998461171984673,
0.04721242934465408,
-0.014926147647202015,
-0.08830584585666656,
-0.03388353809714317,
0.004605371039360762,
-0.009578485041856766,
-0.10270810127258301,
-0.06923779845237732,
-0.07586831599473953,
-0.07213625311851501,
-0.028285333886742592,
-0.008120706304907799,
-0.02917884662747383,
0.05541795492172241,
-0.059916768223047256,
0.03662312775850296,
0.0014355420134961605,
0.02909073792397976,
0.014317378401756287,
0.03769220784306526,
0.07561023533344269,
-0.03322618827223778,
-0.022127723321318626,
-0.12407797574996948,
0.027704592794179916,
-0.009045671671628952,
-0.03884628787636757,
-0.03706778958439827,
-0.0652734711766243,
-0.08369667828083038,
-0.014282908290624619,
-0.05369168147444725,
-0.08750045299530029,
-0.10767725855112076,
-0.037222545593976974,
-0.008645457215607166,
0.0023402876686304808,
-0.02491685375571251,
-0.08684235066175461,
-0.021626269444823265,
0.023895561695098877,
-0.02719876728951931,
0.07220808416604996,
-0.03219388797879219,
0.14950360357761383,
-0.04778756946325302,
-0.017605144530534744,
0.09959889203310013,
0.04945564642548561,
0.012620916590094566,
-0.03152427077293396,
-0.024975771084427834,
0.07147689163684845,
0.04909142479300499,
-0.012346518225967884,
0.04203353077173233,
0.0049956729635596275,
-0.04776116460561752,
0.031581975519657135,
-0.06419020891189575,
0.002281970577314496,
0.046308230608701706,
-0.007357572205364704,
-0.0523754246532917,
0.04731130972504616,
0.07511194050312042,
0.06367446482181549,
0.01624666340649128,
-0.060156963765621185,
-0.0025547875557094812,
-0.09989877790212631,
0.05141589045524597,
-0.08352258056402206,
-0.04464584216475487,
0.0392334945499897,
-0.018427377566695213,
-0.03567669540643692,
-0.04622337967157364,
0.006248366553336382,
0.06356411427259445,
0.061723291873931885,
-0.05009099096059799,
-0.004243541043251753,
-0.00039311812724918127,
0.013402068987488747,
0.11365432292222977,
4.1619240744526974e-33,
0.038030754774808884,
0.03922344371676445,
-0.023544082418084145,
-0.029544513672590256,
0.11846683919429779,
-0.04703472554683685,
0.06698359549045563,
-0.0045418208464980125,
-0.14613470435142517,
0.047676436603069305,
-0.026432562619447708,
0.027329808101058006,
-0.04722675308585167,
0.0043835630640387535,
0.04490780830383301,
-0.07650595903396606,
-0.004385265521705151,
0.04957035928964615,
0.036711435765028,
-0.008215331472456455,
-0.004935822449624538,
-0.010159336030483246,
-0.00003746241782209836,
-0.010762485675513744,
-0.056492313742637634,
0.03695664927363396,
-0.012725772336125374,
-0.028555436059832573,
0.01136800367385149,
-0.009513882920145988,
0.08043453842401505,
0.03195944428443909,
-0.039708178490400314,
0.06732724606990814,
-0.07949025183916092,
-0.025038810446858406,
-0.014736674726009369,
-0.024309666827321053,
-0.03598069027066231,
0.004593073856085539,
0.008630901575088501,
0.011734498664736748,
0.00998722855001688,
0.014078553766012192,
-0.019384095445275307,
-0.07047716528177261,
-0.07547888904809952,
-0.016716549172997475,
0.14352159202098846,
-0.021331051364541054,
-0.08151724934577942,
0.012702896259725094,
-0.004100888967514038,
0.036319006234407425,
-0.002888983814045787,
-0.014651883393526077,
-0.08226278424263,
0.020604843273758888,
-0.024964815005660057,
0.002393510891124606,
-0.03334558755159378,
0.03999391943216324,
-0.028971638530492783,
-0.0027068688068538904,
0.008755069226026535,
-0.0829663947224617,
0.012274885550141335,
0.005651257932186127,
-0.01743435673415661,
-0.021949531510472298,
-0.07323627918958664,
-0.0226298701018095,
0.09613122045993805,
0.010638581588864326,
-0.022508781403303146,
-0.02041357383131981,
-0.022513195872306824,
-0.01091775018721819,
0.03288935124874115,
-0.04746657982468605,
-0.08189869672060013,
0.0005391109152697027,
-0.08171764761209488,
-0.006905823014676571,
0.029307084158062935,
0.09123336523771286,
0.0032452952582389116,
-0.015724968165159225,
0.0534842386841774,
0.049406733363866806,
-0.11557039618492126,
-0.04944172501564026,
-0.03320208191871643,
0.018588827922940254,
-0.06292684376239777,
-7.425806464391661e-33,
-0.02002202905714512,
0.03172321990132332,
-0.07147177308797836,
-0.05548829585313797,
0.028576495125889778,
-0.012560208328068256,
0.002923067193478346,
-0.02580176293849945,
-0.011105452664196491,
0.007208170369267464,
-0.02271358296275139,
0.11695113033056259,
0.10183826088905334,
-0.03239958733320236,
0.04155809432268143,
0.03340289741754532,
0.014678376726806164,
-0.03568518906831741,
0.002846507588401437,
-0.014717993326485157,
0.002050643088296056,
0.0388311892747879,
-0.09808758646249771,
-0.015484046190977097,
0.038112789392471313,
0.04855700954794884,
0.04330100864171982,
0.0385279655456543,
-0.016440333798527718,
0.009739825502038002,
0.029598981142044067,
0.042313817888498306,
-0.03722764551639557,
0.0939481258392334,
0.04741744324564934,
0.020568525418639183,
0.040617916733026505,
-0.015745360404253006,
0.033778116106987,
-0.003116016974672675,
0.04552745819091797,
-0.04503899812698364,
-0.01806962676346302,
-0.0402037613093853,
-0.007665787823498249,
0.0867111012339592,
-0.04984407126903534,
-0.021656930446624756,
-0.08399359881877899,
-0.05307972431182861,
0.04621649533510208,
0.009762376546859741,
-0.020856818184256554,
-0.0741606131196022,
0.005701495800167322,
0.017826732248067856,
0.0070071713998913765,
-0.02073623612523079,
-0.0663381889462471,
-0.10979083925485611,
0.12531939148902893,
0.007612447254359722,
-0.017325960099697113,
0.052812423557043076,
-0.056905120611190796,
-0.009707928635179996,
-0.004255860112607479,
0.030088067054748535,
-0.04153813049197197,
-0.16163010895252228,
-0.051832668483257294,
-0.02878149040043354,
-0.008716858923435211,
-0.02945166453719139,
0.007943880744278431,
-0.05240410938858986,
-0.03247743472456932,
-0.0022277135867625475,
0.001726294867694378,
0.03218095004558563,
0.041022539138793945,
0.029720548540353775,
0.009439381770789623,
0.029765089973807335,
0.007340771611779928,
-0.01002742350101471,
-0.05749038606882095,
0.11558108776807785,
0.04598553478717804,
-0.028256935998797417,
-0.06719419360160828,
0.04662539064884186,
-0.0014180877478793263,
0.10107188671827316,
0.0009889183565974236,
-5.1201041628701205e-8,
-0.039182793349027634,
-0.08135826140642166,
-0.04739651829004288,
-0.07125471532344818,
-0.05456371605396271,
-0.06229325756430626,
0.017535269260406494,
0.04860154539346695,
-0.00696189422160387,
-0.04419223591685295,
0.039907630532979965,
-0.012953846715390682,
-0.07837657630443573,
0.058961182832717896,
-0.0459732785820961,
0.06364911794662476,
-0.03912685438990593,
0.06054408848285675,
0.02800651825964451,
-0.08437513560056686,
0.007712492719292641,
0.002206663601100445,
0.040136005729436874,
-0.0011271298862993717,
-0.11959441006183624,
-0.006618946325033903,
-0.04405667632818222,
-0.06556156277656555,
-0.0859997570514679,
-0.041597384959459305,
0.051959097385406494,
0.014594726264476776,
0.04423991218209267,
0.02478421851992607,
0.021621854975819588,
0.097156822681427,
0.027172591537237167,
0.017550503835082054,
-0.010056243278086185,
0.054778728634119034,
0.010885611176490784,
-0.011393285356462002,
-0.007184926886111498,
-0.021688591688871384,
-0.004000619985163212,
-0.008827721700072289,
0.007581002544611692,
-0.013464963994920254,
0.09092621505260468,
-0.028661690652370453,
-0.014299247413873672,
0.018584536388516426,
-0.024239681661128998,
0.02702568843960762,
-0.015203225426375866,
0.07187142223119736,
-0.05151662230491638,
-0.06102033704519272,
0.02409243769943714,
0.03861714154481888,
-0.0033514571841806173,
0.05061492323875427,
0.06159152835607529,
0.04265224561095238
] | 0.096146 |
# 菜单栏状态逻辑 ## 显示内容 - 我们在菜单栏图标和菜单的第一行状态行中展示当前智能体的工作状态。 - 工作活跃时隐藏健康状态；当所有会话空闲时恢复显示。 - 菜单中的"节点"区块仅列出\*\*设备\*\*（通过 `node.list` 配对的节点），不包括客户端/在线状态条目。 - 当提供商用量快照可用时，"用量"部分会显示在上下文下方。 ## 状态模型 - 会话：事件携带 `runId`（每次运行）以及载荷中的 `sessionKey`。"main" 会话的键为 `main`；如果不存在，则回退到最近更新的会话。 - 优先级：main 始终优先。如果 main 处于活跃状态，立即显示其状态。如果 main 空闲，则显示最近活跃的非 main 会话。活动进行中不会来回切换；仅在当前会话进入空闲或 main 变为活跃时才切换。 - 活动类型： - `job`：高层命令执行（`state: started|streaming|done|error`）。 - `tool`：`phase: start|result`，包含 `toolName` 和 `meta/args`。 ## IconState 枚举（Swift） - `idle` - `workingMain(ActivityKind)` - `workingOther(ActivityKind)` - `overridden(ActivityKind)`（调试覆盖） ### ActivityKind → 图标符号 - `exec` → 💻 - `read` → 📄 - `write` → ✍️ - `edit` → 📝 - `attach` → 📎 - 默认 → 🛠️ ### 视觉映射 - `idle`：正常小动物图标。 - `workingMain`：带图标符号的徽章，完整色调，腿部"工作"动画。 - `workingOther`：带图标符号的徽章，柔和色调，无快跑动画。 - `overridden`：无论活动状态如何，使用所选的图标符号/色调。 ## 状态行文本（菜单） - 工作活跃时：`<会话角色> · <活动标签>` - 示例：`Main · exec: pnpm test`、`Other · read: apps/macos/Sources/OpenClaw/AppState.swift`。 - 空闲时：回退显示健康摘要。 ## 事件接收 - 来源：控制渠道 `agent` 事件（`ControlChannel.handleAgentEvent`）。 - 解析字段： - `stream: "job"`，包含 `data.state` 用于启动/停止。 - `stream: "tool"`，包含 `data.phase`、`name`，可选 `meta`/`args`。 - 标签： - `exec`：`args.command` 的第一行。 - `read`/`write`：缩短的路径。 - `edit`：路径加上从 `meta`/diff 计数推断的变更类型。 - 回退：工具名称。 ## 调试覆盖 - 设置 ▸ 调试 ▸ "图标覆盖" 选择器： - `系统（自动）`（默认） - `工作中：main`（按工具类型） - `工作中：other`（按工具类型） - `空闲` - 通过 `@AppStorage("iconOverride")` 存储；映射到 `IconState.overridden`。 ## 测试清单 - 触发 main 会话任务：验证图标立即切换且状态行显示 main 标签。 - main 空闲时触发非 main 会话任务：图标/状态显示非 main；保持稳定直到完成。 - 在 other 活跃时启动 main：图标立即切换到 main。 - 快速连续工具调用：确保徽章不会闪烁（工具结果的 TTL 宽限期）。 - 所有会话空闲后健康行重新出现。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/menu-bar.md | main | opebclaw | [
-0.026531025767326355,
0.05127032473683357,
-0.013358816504478455,
-0.04685205593705177,
-0.010460369288921356,
0.031575072556734085,
0.09733270108699799,
0.019827529788017273,
-0.002222070936113596,
-0.011325189843773842,
0.16784676909446716,
-0.04402755945920944,
0.035432957112789154,
-0.023325320333242416,
0.01867181807756424,
-0.008187532424926758,
-0.05098497495055199,
0.02460857294499874,
-0.01367843709886074,
-0.0011682811891660094,
-0.013330780901014805,
0.023461010307073593,
-0.01824958622455597,
0.03658114746212959,
-0.039300452917814255,
0.039713356643915176,
-0.03444560617208481,
0.02596716769039631,
0.0592411570250988,
-0.08491601794958115,
-0.0699644684791565,
0.08660431951284409,
0.0014831251464784145,
0.030655285343527794,
0.16621088981628418,
0.05614565685391426,
0.06017231568694115,
-0.010868583805859089,
0.05056380480527878,
0.06028367206454277,
-0.007163912523537874,
-0.030797647312283516,
-0.0428009033203125,
-0.004049909766763449,
0.019964804872870445,
0.04638015851378441,
-0.07044880837202072,
0.026108307763934135,
-0.07437862455844879,
-0.0729176253080368,
-0.03789927065372467,
0.024356789886951447,
-0.008533855900168419,
-0.014144320040941238,
-0.033149346709251404,
0.024079957976937294,
-0.07542360574007034,
0.018523013219237328,
0.02168554626405239,
0.010518670082092285,
-0.07973583042621613,
0.058318521827459335,
0.02001628465950489,
0.0017142911674454808,
-0.059001628309488297,
0.021936628967523575,
-0.03757670149207115,
-0.03264646232128143,
0.04003749415278435,
-0.013663978315889835,
-0.08973869681358337,
0.0013692430220544338,
-0.03375471010804176,
-0.030927417799830437,
-0.09505824744701385,
-0.0009254341130144894,
0.04487089812755585,
-0.01602848991751671,
-0.1144968792796135,
-0.1416780948638916,
-0.03469393029808998,
-0.008019385859370232,
0.08789503574371338,
-0.057338420301675797,
-0.013494825921952724,
-0.0032951515167951584,
-0.10902148485183716,
-0.06572119146585464,
0.021990856155753136,
-0.0002075588417937979,
0.00962679274380207,
0.014655479229986668,
-0.02109004370868206,
-0.01486468780785799,
0.09554052352905273,
-0.02184387668967247,
0.04558395594358444,
0.01899229921400547,
0.017081057652831078,
0.050534769892692566,
-0.001144393696449697,
-0.03309771046042442,
-0.06181569769978523,
0.004155504051595926,
-0.051330193877220154,
-0.05499431863427162,
0.022982249036431313,
-0.08176400512456894,
0.06847033649682999,
-0.009356957860291004,
-0.022662224248051643,
-0.028679905459284782,
0.023838000372052193,
-0.13316044211387634,
-0.025751717388629913,
-0.02185153029859066,
0.0032636113464832306,
0.016392914578318596,
0.0662134438753128,
0.004300805740058422,
0.04535380005836487,
-0.04340757802128792,
-0.035458754748106,
0.021711163222789764,
-0.07005901634693146,
-0.023932350799441338,
0.10299588739871979,
1.8860164010470497e-33,
-0.03305143490433693,
-0.06439229100942612,
-0.07148808240890503,
-0.005589277949184179,
0.01716410182416439,
0.006866528652608395,
0.0007385222124867141,
-0.017929205670952797,
-0.07551789283752441,
0.05223996937274933,
-0.04003852978348732,
-0.008031151257455349,
-0.03855383023619652,
0.04469112679362297,
-0.036445874720811844,
-0.05375104770064354,
-0.011657683178782463,
0.054269835352897644,
0.002450296189635992,
-0.0807967260479927,
0.052615340799093246,
0.0020768572576344013,
0.03820011019706726,
-0.014143730513751507,
0.060566842555999756,
0.029031068086624146,
-0.008661892265081406,
-0.011641665361821651,
-0.01727866567671299,
0.017056403681635857,
0.023724252358078957,
0.004441883880645037,
0.000680122640915215,
0.0868966206908226,
-0.08012334257364273,
0.037894107401371,
0.027073608711361885,
-0.0384272001683712,
-0.019789189100265503,
-0.05666970834136009,
-0.07670237869024277,
-0.01653672195971012,
0.040381498634815216,
0.008144027553498745,
-0.012805636040866375,
-0.04734998941421509,
-0.04824989289045334,
0.016591383144259453,
0.06728189438581467,
-0.046804651618003845,
-0.06375836580991745,
0.05842399597167969,
-0.06964169442653656,
0.007893186993896961,
0.02883797138929367,
-0.0974467396736145,
-0.12062779814004898,
0.08387261629104614,
0.010719937272369862,
0.0823974758386612,
-0.02190212905406952,
0.05853617563843727,
-0.07315505295991898,
-0.036481648683547974,
0.08110512048006058,
0.06172572076320648,
-0.051194511353969574,
-0.013816243037581444,
0.11800678074359894,
-0.0878944993019104,
-0.08099444955587387,
-0.019701199606060982,
0.051901690661907196,
0.03701085224747658,
-0.011737959459424019,
-0.06044861674308777,
-0.055645838379859924,
0.03011658787727356,
-0.0015740329399704933,
-0.07815282046794891,
-0.03854241222143173,
-0.039154767990112305,
0.01251354068517685,
0.04673820361495018,
-0.022266333922743797,
-0.00586726376786828,
0.07138382643461227,
0.023969050496816635,
-0.023564225062727928,
-0.013671365566551685,
-0.05937051773071289,
-0.022395087406039238,
0.009034809656441212,
0.009456126019358635,
0.02962116152048111,
-8.733851762264578e-33,
-0.0005351474392227829,
0.1113533228635788,
-0.07434958964586258,
-0.035746969282627106,
0.008630705997347832,
-0.05586523562669754,
0.03509942814707756,
-0.04771663621068001,
-0.022761430591344833,
0.026538698002696037,
-0.05611665919423103,
-0.01477420050650835,
-0.09760767966508865,
0.0012757685035467148,
-0.0062433579005301,
0.01517409272491932,
-0.011540188454091549,
0.08293332904577255,
-0.028614727780222893,
0.04073894023895264,
-0.019920360296964645,
0.03586859256029129,
-0.17990079522132874,
-0.024328257888555527,
0.02769150212407112,
0.02066979929804802,
0.044068679213523865,
-0.023927481845021248,
0.01134840864688158,
0.02874506637454033,
-0.028582263737916946,
0.005412659607827663,
-0.10095349699258804,
0.12868662178516388,
-0.06650351732969284,
-0.136982724070549,
-0.003940992057323456,
0.03722812607884407,
-0.11256632953882217,
0.009967450052499771,
0.06881745159626007,
0.004223317839205265,
-0.011826514266431332,
-0.0051366486586630344,
-0.005500149447470903,
0.06793627887964249,
0.012911694124341011,
-0.07848792523145676,
-0.09453701972961426,
-0.03744320943951607,
-0.007413441780954599,
-0.020033130422234535,
-0.015365074388682842,
-0.035826489329338074,
-0.02252337522804737,
-0.0021840250119566917,
-0.015477905981242657,
-0.04968152195215225,
-0.05790846794843674,
-0.09170927107334137,
0.1074146181344986,
0.03429184481501579,
0.023182477802038193,
-0.005967170465737581,
0.08760568499565125,
-0.06759470701217651,
-0.036806460469961166,
-0.05707992613315582,
0.030063817277550697,
-0.06026080250740051,
-0.03084552101790905,
-0.028643036261200905,
0.030641280114650726,
-0.04376387968659401,
0.00014693854609504342,
0.049636710435152054,
-0.04337269812822342,
0.05935925617814064,
0.005210326984524727,
0.028526581823825836,
-0.019241267815232277,
-0.03595291078090668,
-0.01978139393031597,
0.05565700680017471,
-0.024338513612747192,
0.04956415295600891,
0.06629930436611176,
0.11391052603721619,
-0.04118900001049042,
0.04315994679927826,
0.03284750133752823,
0.0026776082813739777,
0.024438071995973587,
0.06173074245452881,
0.061265382915735245,
-5.25771319814794e-8,
-0.024453656747937202,
-0.04818221181631088,
-0.09754300117492676,
-0.06874975562095642,
0.03686072304844856,
0.012601468712091446,
-0.032419707626104355,
0.002522233873605728,
-0.04331576079130173,
-0.08568292111158371,
0.0010881887283176184,
-0.02354411408305168,
-0.05823151767253876,
-0.030199646949768066,
-0.052477724850177765,
-0.028726862743496895,
-0.10908782482147217,
0.004833873361349106,
-0.004965954460203648,
-0.03975537419319153,
-0.06727131456136703,
0.010530520230531693,
-0.016465291380882263,
-0.036982569843530655,
-0.058584053069353104,
0.018750131130218506,
-0.06826148182153702,
0.05329693853855133,
-0.013898433186113834,
0.058952055871486664,
0.04773183912038803,
0.0030396662186831236,
0.0626935064792633,
-0.055242571979761124,
0.0427897684276104,
0.03193090111017227,
0.02957095019519329,
-0.0039212750270962715,
-0.014740540646016598,
0.024202249944210052,
0.0007797869620844722,
-0.1402587592601776,
-0.0027714467141777277,
0.037395644932985306,
0.1308096945285797,
-0.035713840276002884,
0.009906569495797157,
-0.010548997670412064,
0.04256328567862511,
-0.04434444382786751,
-0.023478208109736443,
-0.033579107373952866,
0.013440461829304695,
-0.03660695254802704,
0.057598598301410675,
-0.007378265727311373,
-0.020359283313155174,
-0.01620165817439556,
0.011831369251012802,
0.04712565988302231,
-0.02097940258681774,
0.047152288258075714,
0.02457915060222149,
0.022886348888278008
] | 0.051373 |
# macOS 权限（TCC） macOS 权限授予是脆弱的。TCC 将权限授予与应用的代码签名、Bundle 标识符和磁盘路径关联。如果其中任何一项发生变化，macOS 会将该应用视为新应用，可能会丢弃或隐藏权限提示。 ## 稳定权限的要求 - 相同路径：从固定位置运行应用（对于 OpenClaw，为 `dist/OpenClaw.app`）。 - 相同 Bundle 标识符：更改 Bundle ID 会创建新的权限身份。 - 已签名的应用：未签名或临时签名的构建不会持久化权限。 - 一致的签名：使用真实的 Apple Development 或 Developer ID 证书，以确保签名在多次构建之间保持稳定。 临时签名每次构建都会生成新的身份。macOS 会忘记之前的授权，提示可能完全消失，直到清除过期条目为止。 ## 权限提示消失时的恢复清单 1. 退出应用。 2. 在系统设置 -> 隐私与安全性中移除该应用条目。 3. 从相同路径重新启动应用并重新授予权限。 4. 如果提示仍未出现，使用 `tccutil` 重置 TCC 条目后重试。 5. 某些权限仅在完全重启 macOS 后才会重新出现。 重置示例（根据需要替换 Bundle ID）： ```bash sudo tccutil reset Accessibility bot.molt.mac sudo tccutil reset ScreenCapture bot.molt.mac sudo tccutil reset AppleEvents ``` 如果你正在测试权限，请始终使用真实证书签名。临时签名的构建仅适用于不需要权限的快速本地运行。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/permissions.md | main | opebclaw | [
-0.0951199159026146,
0.03245531767606735,
-0.004663795232772827,
-0.06732054054737091,
0.021941110491752625,
-0.022533375769853592,
-0.01863871142268181,
0.04809687286615372,
0.015325351618230343,
0.035997174680233,
0.19572453200817108,
-0.04319433495402336,
0.04431482031941414,
-0.036160945892333984,
0.01166993472725153,
0.047620806843042374,
-0.027135677635669708,
0.0024889311753213406,
-0.0340944267809391,
0.07366620004177094,
-0.008592543192207813,
0.01051514782011509,
-0.003906849306076765,
0.029457585886120796,
0.006952139548957348,
0.034507934004068375,
-0.04815060645341873,
0.02688787318766117,
0.035924818366765976,
0.0038828100077807903,
-0.03218681737780571,
0.16352775692939758,
0.0283321812748909,
0.025319363921880722,
0.15349797904491425,
0.021201876923441887,
0.08117993175983429,
-0.0750150978565216,
-0.07530460506677628,
-0.061899926513433456,
-0.05199771374464035,
0.008988001383841038,
-0.033579710870981216,
0.06733416765928268,
-0.008253666572272778,
-0.04529990255832672,
0.005137051455676556,
-0.03779025748372078,
-0.09068764746189117,
-0.00665781507268548,
-0.04893125221133232,
-0.026444101706147194,
-0.03481188416481018,
-0.00414970051497221,
0.02233894169330597,
0.023928334936499596,
-0.11102753132581711,
-0.014370083808898926,
0.05542498826980591,
0.015598746947944164,
-0.017425410449504852,
0.012751447036862373,
-0.030952947214245796,
0.06276868283748627,
-0.08259818702936172,
0.031737469136714935,
0.0030805140268057585,
-0.046666406095027924,
-0.00385490246117115,
-0.08103103190660477,
-0.007230788469314575,
-0.06141715869307518,
0.06463993340730667,
0.037875887006521225,
-0.05244068428874016,
0.021708743646740913,
0.09007255733013153,
0.04779503494501114,
-0.09254316985607147,
-0.17061038315296173,
-0.06575974822044373,
0.021985825151205063,
0.009162506088614464,
-0.018686478957533836,
-0.08529215306043625,
0.10363153368234634,
-0.025008458644151688,
-0.03559093922376633,
0.0691683441400528,
0.008306263945996761,
0.08726386725902557,
-0.032055869698524475,
0.0276942178606987,
-0.026643941178917885,
0.07561943680047989,
-0.15889409184455872,
0.0537860281765461,
0.08757943660020828,
-0.0017334033036604524,
0.02262962982058525,
0.0072466968558728695,
-0.0443401075899601,
-0.05941768363118172,
-0.014708440750837326,
-0.03900199383497238,
-0.02950209006667137,
-0.032751310616731644,
-0.01480936724692583,
0.04374972730875015,
0.06677255034446716,
-0.06027748063206673,
-0.05773149058222771,
-0.0351005382835865,
-0.08396615087985992,
-0.01073583122342825,
0.057485226541757584,
-0.06473523378372192,
0.0010880886111408472,
0.09386095404624939,
-0.06226450204849243,
0.08747649937868118,
0.003884334350004792,
-0.05680760368704796,
-0.08125220239162445,
-0.07150857150554657,
-0.008390535600483418,
0.059019140899181366,
-3.0627802857682253e-33,
-0.05260650813579559,
-0.003013195237144828,
-0.0423029363155365,
-0.004736887291073799,
0.07774467021226883,
-0.09750352799892426,
0.03506303206086159,
0.0015762030379846692,
-0.06122207269072533,
0.048797380179166794,
-0.04327172040939331,
0.04033168405294418,
-0.1098521277308464,
0.00947980023920536,
-0.000026734323910204694,
0.016941536217927933,
-0.07713907212018967,
-0.010641094297170639,
0.02430608868598938,
0.01990184560418129,
0.04805205017328262,
-0.005668771918863058,
0.020285779610276222,
-0.010710814967751503,
-0.06946929544210434,
0.049649517983198166,
0.0005175296100787818,
-0.006047972943633795,
0.02651306614279747,
0.04507601633667946,
0.032436877489089966,
-0.04879307001829147,
0.020918114110827446,
-0.04655127972364426,
-0.0614672526717186,
0.004982129205018282,
0.052134446799755096,
-0.07721739262342453,
-0.030811907723546028,
0.013016152195632458,
-0.06760352104902267,
0.006828830111771822,
0.014242533594369888,
-0.015035203658044338,
0.08184881508350372,
-0.10106384754180908,
-0.053650353103876114,
-0.04993613064289093,
0.026247907429933548,
-0.020993240177631378,
-0.03986138105392456,
-0.00832308828830719,
0.022274604067206383,
0.0012681037187576294,
-0.01934180036187172,
-0.040046658366918564,
-0.10243979096412659,
-0.014154798351228237,
-0.056623995304107666,
0.014176328666508198,
0.0039335014298558235,
0.04676932096481323,
-0.030572229996323586,
-0.011108387261629105,
0.004323297645896673,
0.07440851628780365,
0.04451145604252815,
-0.04831147938966751,
0.00033125822665169835,
-0.03117312490940094,
-0.0730215460062027,
0.006497323513031006,
0.003728143870830536,
0.013248808681964874,
-0.014229626394808292,
-0.08409225195646286,
-0.03299112245440483,
0.08487823605537415,
0.004659327678382397,
-0.02962023951113224,
-0.07408608496189117,
0.01224325131624937,
-0.03568834066390991,
0.04504382610321045,
-0.04892857372760773,
0.0967494398355484,
0.07875628769397736,
0.079991415143013,
-0.030016593635082245,
0.06776303052902222,
-0.026552166789770126,
0.02411295659840107,
-0.04015961289405823,
0.023851560428738594,
0.0113189946860075,
-4.552017384902843e-33,
-0.013223729096353054,
-0.002716667950153351,
-0.07373641431331635,
-0.01966201700270176,
-0.09053827077150345,
-0.0025847405195236206,
-0.02245112508535385,
-0.04804432764649391,
0.021237939596176147,
-0.08920282870531082,
-0.05037589743733406,
-0.007730314042419195,
-0.043726492673158646,
-0.03983879089355469,
-0.024322565644979477,
-0.013594144023954868,
-0.05308055505156517,
0.05402645096182823,
-0.06800773739814758,
0.03728736937046051,
-0.011993500404059887,
0.011305514723062515,
-0.07866693288087845,
-0.008964074775576591,
0.05012308061122894,
-0.007956496439874172,
-0.005560384131968021,
0.007048005238175392,
0.040072765201330185,
-0.01803489960730076,
0.012064226903021336,
-0.00239290832541883,
-0.108465775847435,
0.08935710787773132,
-0.017274407669901848,
-0.07010919600725174,
-0.03374559432268143,
0.012996053323149681,
-0.0017692106775939465,
-0.014425663277506828,
-0.021471470594406128,
-0.01076599396765232,
-0.024293584749102592,
-0.0013875141739845276,
-0.05197129398584366,
0.05110270157456398,
0.0029161637648940086,
-0.07745320349931717,
-0.017506662756204605,
-0.06553436815738678,
0.0993034616112709,
0.06423695385456085,
0.023415610194206238,
-0.07049746811389923,
0.00805516168475151,
0.05166051909327507,
-0.032536815851926804,
-0.0726337730884552,
-0.05399460718035698,
-0.07426085323095322,
0.10190653055906296,
0.019852327182888985,
-0.04038342088460922,
0.004337460268288851,
0.03342185914516449,
-0.002956707961857319,
-0.03209135681390762,
0.008474411442875862,
-0.0028204256668686867,
-0.07216323167085648,
-0.005427194759249687,
-0.03661355748772621,
-0.02247689478099346,
-0.09392030537128448,
0.006100942380726337,
0.025364942848682404,
-0.025054218247532845,
0.022796669974923134,
-0.036044683307409286,
0.029892852529883385,
0.012983179651200771,
0.07597381621599197,
0.015599225647747517,
0.0878792405128479,
-0.05283011868596077,
0.018351459875702858,
0.07108990103006363,
0.05391353368759155,
0.03171027824282646,
-0.020802833139896393,
-0.06188659742474556,
-0.012853539548814297,
-0.008342523127794266,
0.047084592282772064,
-0.03750499710440636,
-5.053675522503909e-8,
-0.027434226125478745,
-0.07305943220853806,
-0.0941084548830986,
-0.023151610046625137,
0.027482347562909126,
0.013478063978254795,
-0.09628929197788239,
0.019222954288125038,
0.01206216961145401,
0.03687377646565437,
-0.017125273123383522,
0.04255620762705803,
-0.15472333133220673,
0.007332871202379465,
-0.09335846453905106,
-0.039043135941028595,
-0.04792444407939911,
0.06800040602684021,
0.0227450393140316,
-0.030779728665947914,
-0.058464087545871735,
0.03364787995815277,
0.018709588795900345,
-0.07793247699737549,
-0.05133277550339699,
0.04834774136543274,
-0.0006739587988704443,
0.03671371564269066,
-0.016621790826320648,
0.056770797818899155,
0.011986293829977512,
-0.04221763461828232,
0.001454675104469061,
-0.014482442289590836,
0.05783279985189438,
-0.0413871668279171,
0.017397243529558182,
0.08576849848031998,
0.05100749060511589,
0.0202692449092865,
-0.03307485207915306,
-0.12478141486644745,
-0.012761793099343777,
0.040285542607307434,
0.009950182400643826,
0.009618736803531647,
-0.019939150661230087,
0.01763281598687172,
-0.018130850046873093,
-0.01979733258485794,
0.03362756967544556,
-0.009809937328100204,
-0.003142849775031209,
-0.053403716534376144,
-0.03822169080376625,
0.011953874491155148,
0.03754806891083717,
-0.049282003194093704,
0.004192190244793892,
0.028338108211755753,
0.01117338240146637,
-0.012156943790614605,
0.05662288889288902,
0.06089470908045769
] | 0.103078 |
# macOS 上的 Gateway 网关（外部 launchd） OpenClaw.app 不再捆绑 Node/Bun 或 Gateway 网关运行时。macOS 应用期望有一个\*\*外部\*\*的 `openclaw` CLI 安装，不会将 Gateway 网关作为子进程启动，而是管理一个每用户的 launchd 服务来保持 Gateway 网关运行（或者如果已有本地 Gateway 网关正在运行，则连接到现有的）。 ## 安装 CLI（本地模式必需） 你需要在 Mac 上安装 Node 22+，然后全局安装 `openclaw`： ```bash npm install -g openclaw@ ``` macOS 应用的\*\*安装 CLI\*\*按钮通过 npm/pnpm 运行相同的流程（不推荐使用 bun 作为 Gateway 网关运行时）。 ## Launchd（Gateway 网关作为 LaunchAgent） 标签： - `bot.molt.gateway`（或 `bot.molt.`；旧版 `com.openclaw.\*` 可能仍然存在） Plist 位置（每用户）： - `~/Library/LaunchAgents/bot.molt.gateway.plist` （或 `~/Library/LaunchAgents/bot.molt..plist`） 管理者： - macOS 应用在本地模式下拥有 LaunchAgent 的安装/更新权限。 - CLI 也可以安装它：`openclaw gateway install`。 行为： - "OpenClaw Active"启用/禁用 LaunchAgent。 - 应用退出\*\*不会\*\*停止 Gateway 网关（launchd 保持其存活）。 - 如果 Gateway 网关已经在配置的端口上运行，应用会连接到它而不是启动新的。 日志： - launchd stdout/err：`/tmp/openclaw/openclaw-gateway.log` ## 版本兼容性 macOS 应用会检查 Gateway 网关版本与其自身版本是否匹配。如果不兼容，请更新全局 CLI 以匹配应用版本。 ## 冒烟测试 ```bash openclaw --version OPENCLAW\_SKIP\_CHANNELS=1 \ OPENCLAW\_SKIP\_CANVAS\_HOST=1 \ openclaw gateway --port 18999 --bind loopback ``` 然后： ```bash openclaw gateway call health --url ws://127.0.0.1:18999 --timeout 3000 ``` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/bundled-gateway.md | main | opebclaw | [
-0.008456532843410969,
0.00925544835627079,
0.00903947651386261,
-0.04970012605190277,
0.001658306224271655,
-0.09582176059484482,
-0.04368416219949722,
0.018086398020386696,
-0.016400020569562912,
0.008331292308866978,
0.1281708925962448,
-0.015466999262571335,
0.038379114121198654,
-0.0372837595641613,
0.06670385599136353,
0.09278867393732071,
-0.011344965547323227,
-0.020928049460053444,
0.053500838577747345,
-0.00544486241415143,
-0.007162320893257856,
0.0029636502731591463,
-0.016588367521762848,
0.011063214391469955,
-0.06362175941467285,
0.02031387947499752,
-0.01823999546468258,
0.07240588963031769,
0.003053174586966634,
-0.02800513058900833,
0.003132377052679658,
0.115113765001297,
-0.04927349463105202,
-0.0024375494103878736,
0.1600181758403778,
0.12226995825767517,
0.04257996380329132,
-0.05942343547940254,
-0.10503004491329193,
-0.04930919408798218,
0.051314014941453934,
0.023943977430462837,
0.025306057184934616,
-0.02229633927345276,
0.04445263370871544,
-0.018328649923205376,
-0.03577594831585884,
-0.07988321781158447,
-0.0027161226607859135,
-0.04294871911406517,
-0.025431737303733826,
-0.05156601965427399,
0.010270487517118454,
-0.05600253492593765,
0.039862457662820816,
0.04893571510910988,
0.002058734418824315,
0.006375504191964865,
0.10079716891050339,
-0.010926607064902782,
-0.03785247728228569,
-0.023858223110437393,
0.002092965180054307,
0.0067551932297647,
-0.06637956202030182,
-0.0270845890045166,
-0.054165977984666824,
-0.07304435223340988,
-0.04936238378286362,
0.022975299507379532,
0.03794297203421593,
-0.009125213138759136,
-0.050065916031599045,
-0.01880636066198349,
-0.08725080639123917,
0.00750688137486577,
0.07503502815961838,
-0.019860146567225456,
-0.09723806381225586,
-0.10718332231044769,
-0.0645558089017868,
0.02349064312875271,
-0.021794239059090614,
0.03983445093035698,
-0.014110490679740906,
0.1324831247329712,
-0.052268464118242264,
-0.05986807495355606,
0.08676210045814514,
0.0387793593108654,
-0.018049852922558784,
-0.06094255670905113,
-0.05636177957057953,
0.040044788271188736,
0.034423116594552994,
-0.050127603113651276,
0.034289516508579254,
0.003974034450948238,
-0.07158257812261581,
0.06386899948120117,
0.0015314510092139244,
-0.023021426051855087,
0.013488763011991978,
0.031384021043777466,
-0.02313072979450226,
0.03863326460123062,
0.019080135971307755,
0.059381403028964996,
0.025860261172056198,
0.033720504492521286,
-0.02101985737681389,
-0.04533979296684265,
0.021122049540281296,
-0.03425465151667595,
-0.0553128719329834,
0.06587687879800797,
0.012872830964624882,
-0.014845388010144234,
0.008511215448379517,
0.02978840284049511,
0.06626280397176743,
-0.002425186103209853,
-0.04375312849879265,
0.023503165692090988,
-0.010193964466452599,
-0.0021400891710072756,
0.14592960476875305,
-2.6048555329813604e-34,
-0.028202859684824944,
-0.10561546683311462,
-0.03405747562646866,
-0.010417861863970757,
0.1253877878189087,
-0.057731274515390396,
0.0016107960836961865,
-0.011661131866276264,
-0.0713156908750534,
0.02785964123904705,
-0.04621562734246254,
-0.05087660998106003,
-0.10591662675142288,
0.032367732375860214,
0.058492980897426605,
-0.10987847298383713,
0.013014024123549461,
0.0000036459616694628494,
-0.016074243932962418,
-0.04401044920086861,
0.09664008021354675,
-0.055959951132535934,
-0.01935434155166149,
-0.038427773863077164,
0.014668355695903301,
0.03678707405924797,
-0.001180158113129437,
-0.03281871974468231,
0.031240949407219887,
0.05003724247217178,
0.04551539570093155,
0.0013395220739766955,
-0.035873230546712875,
0.028015105053782463,
-0.0814981460571289,
-0.06053530424833298,
-0.03518848493695259,
-0.05998764932155609,
-0.08950737118721008,
0.01627550646662712,
-0.08735951036214828,
0.009299611672759056,
-0.0427100770175457,
-0.0705115795135498,
0.06474889814853668,
-0.09707742929458618,
-0.0868036150932312,
0.002419249154627323,
0.03369434177875519,
0.03062845952808857,
-0.06902676075696945,
0.10043593496084213,
0.039995674043893814,
-0.02778289094567299,
-0.0168177280575037,
-0.06893986463546753,
0.01791807822883129,
-0.014737963676452637,
-0.024856165051460266,
0.009997575543820858,
0.008334631100296974,
0.09547444432973862,
0.031369250267744064,
0.022209875285625458,
0.105324387550354,
0.02105754427611828,
0.030803686007857323,
0.0028517364989966154,
-0.009184369817376137,
-0.0018534965347498655,
-0.08654817193746567,
-0.02945917285978794,
0.07321197539567947,
0.07579358667135239,
-0.02722705528140068,
-0.08521440625190735,
-0.06848102807998657,
0.011808848939836025,
0.05307333171367645,
-0.060446836054325104,
-0.023834748193621635,
-0.035039518028497696,
-0.0563536062836647,
-0.0028390614315867424,
0.03723529353737831,
0.0347953699529171,
0.013889409601688385,
0.01272448617964983,
-0.018944524228572845,
0.06726889312267303,
-0.08359818160533905,
-0.023206677287817,
-0.04519331455230713,
0.029617521911859512,
-0.09122680127620697,
-4.558050977000423e-33,
-0.038374967873096466,
0.04122129827737808,
0.016206037253141403,
-0.035912301391363144,
-0.10913560539484024,
-0.03605908900499344,
0.015292536467313766,
-0.08910690248012543,
-0.016418687999248505,
0.028229929506778717,
-0.0872059240937233,
0.09123412519693375,
0.022150591015815735,
-0.03622647374868393,
0.057854171842336655,
0.02659285068511963,
-0.01084110513329506,
0.053993694484233856,
-0.024215394631028175,
0.03132591396570206,
-0.022912805899977684,
0.051166974008083344,
-0.08216005563735962,
-0.01223827339708805,
0.06303640455007553,
0.031340591609478,
0.0755821168422699,
0.07156041264533997,
-0.03252092003822327,
-0.0027260908391326666,
-0.06498407572507858,
0.0706624835729599,
-0.04085768014192581,
0.06972800195217133,
0.025059401988983154,
0.002344962675124407,
-0.04263852909207344,
0.05226970091462135,
0.02458280324935913,
-0.045327361673116684,
0.040687981992959976,
-0.02333519421517849,
-0.0318451002240181,
-0.01642351970076561,
-0.029796652495861053,
0.010287581011652946,
-0.011988585814833641,
-0.0348161980509758,
-0.06434335559606552,
-0.07658229768276215,
0.000812431622762233,
0.004845533985644579,
0.047206781804561615,
0.033964745700359344,
0.04416732117533684,
0.009025810286402702,
-0.03498661890625954,
-0.011828976683318615,
-0.06741920858621597,
-0.15795566141605377,
0.09027834236621857,
-0.04673347994685173,
-0.024083422496914864,
-0.027202557772397995,
0.005134292412549257,
-0.057349156588315964,
-0.045617543160915375,
-0.029436813667416573,
-0.005894200410693884,
-0.10450994223356247,
-0.005193344317376614,
0.04688769951462746,
0.013761269859969616,
-0.049324680119752884,
-0.02426249347627163,
-0.018057243898510933,
0.008468637242913246,
0.01926208846271038,
-0.022512556985020638,
0.03866381198167801,
-0.022880446165800095,
0.02451414242386818,
0.019073626026511192,
0.08141347765922546,
-0.029994841665029526,
-0.060464441776275635,
-0.020909801125526428,
0.1202869564294815,
0.060980308800935745,
-0.0051751509308815,
-0.014176442287862301,
0.0818648561835289,
0.005053074564784765,
0.043221812695264816,
-0.07770349830389023,
-4.756048355147868e-8,
-0.04066608473658562,
-0.09595506638288498,
-0.09043664485216141,
0.000505149713717401,
0.035953354090452194,
-0.04867248237133026,
-0.03070308268070221,
-0.03781578689813614,
-0.03552193194627762,
-0.019377779215574265,
0.05173773318529129,
0.03936770558357239,
-0.08276291936635971,
0.00878952257335186,
-0.05334818363189697,
0.019313326105475426,
-0.05360226333141327,
0.08842124044895172,
0.02330569177865982,
-0.05847612023353577,
-0.04791201651096344,
0.02285671792924404,
0.03920673951506615,
0.023884866386651993,
-0.11743198335170746,
-0.008577706292271614,
-0.015443849377334118,
-0.02012370340526104,
-0.013014710508286953,
0.03622022271156311,
-0.016647957265377045,
-0.03600728139281273,
0.004028582014143467,
0.03370148688554764,
0.013980653136968613,
0.058815665543079376,
0.013931789435446262,
0.07886723428964615,
0.0667373538017273,
-0.011115274392068386,
-0.0051968595944345,
-0.04668786749243736,
0.0004564745759125799,
-0.0032767714001238346,
-0.0031135377939790487,
0.02798919565975666,
-0.059114668518304825,
0.0633273720741272,
-0.011108743026852608,
-0.021406151354312897,
0.018842704594135284,
-0.029684966430068016,
0.009493454359471798,
0.02954411692917347,
0.0638226717710495,
0.022910580039024353,
0.01608557254076004,
-0.15776410698890686,
-0.011967199854552746,
0.04778127372264862,
0.0011000244412571192,
0.013294534757733345,
0.014791018329560757,
0.004262544214725494
] | 0.094987 |
# Canvas（macOS 应用） macOS 应用使用 `WKWebView` 嵌入一个智能体控制的 \*\*Canvas 面板\*\*。它是一个用于 HTML/CSS/JS、A2UI 和小型交互式界面的轻量级可视化工作区。 ## Canvas 存储位置 Canvas 状态存储在 Application Support 下： - `~/Library/Application Support/OpenClaw/canvas//...` Canvas 面板通过\*\*自定义 URL 方案\*\*提供这些文件： - `openclaw-canvas:///` 示例： - `openclaw-canvas://main/` → `/main/index.html` - `openclaw-canvas://main/assets/app.css` → `/main/assets/app.css` - `openclaw-canvas://main/widgets/todo/` → `/main/widgets/todo/index.html` 如果根目录下没有 `index.html`，应用会显示一个\*\*内置脚手架页面\*\*。 ## 面板行为 - 无边框、可调整大小的面板，锚定在菜单栏（或鼠标光标）附近。 - 记住每个会话的大小/位置。 - 当本地 canvas 文件更改时自动重新加载。 - 一次只显示一个 Canvas 面板（根据需要切换会话）。 可以从设置 → \*\*允许 Canvas\*\* 禁用 Canvas。禁用时，canvas 节点命令返回 `CANVAS\_DISABLED`。 ## 智能体 API 接口 Canvas 通过 \*\*Gateway 网关 WebSocket\*\* 暴露，因此智能体可以： - 显示/隐藏面板 - 导航到路径或 URL - 执行 JavaScript - 捕获快照图像 CLI 示例： ```bash openclaw nodes canvas present --node openclaw nodes canvas navigate --node --url "/" openclaw nodes canvas eval --node --js "document.title" openclaw nodes canvas snapshot --node ``` 注意事项： - `canvas.navigate` 接受\*\*本地 canvas 路径\*\*、`http(s)` URL 和 `file://` URL。 - 如果传递 `"/"`，Canvas 会显示本地脚手架或 `index.html`。 ## Canvas 中的 A2UI A2UI 由 Gateway 网关 canvas 主机托管并在 Canvas 面板内渲染。 当 Gateway 网关广播 Canvas 主机时，macOS 应用在首次打开时自动导航到 A2UI 主机页面。 默认 A2UI 主机 URL： ``` http://:18793/\_\_openclaw\_\_/a2ui/ ``` ### A2UI 命令（v0.8） Canvas 目前接受 \*\*A2UI v0.8\*\* 服务器→客户端消息： - `beginRendering` - `surfaceUpdate` - `dataModelUpdate` - `deleteSurface` `createSurface`（v0.9）不受支持。 CLI 示例： ```bash cat > /tmp/a2ui-v0.8.jsonl <<'EOFA2' {"surfaceUpdate":{"surfaceId":"main","components":[{"id":"root","component":{"Column":{"children":{"explicitList":["title","content"]}}}},{"id":"title","component":{"Text":{"text":{"literalString":"Canvas (A2UI v0.8)"},"usageHint":"h1"}}},{"id":"content","component":{"Text":{"text":{"literalString":"If you can read this, A2UI push works."},"usageHint":"body"}}}]}} {"beginRendering":{"surfaceId":"main","root":"root"}} EOFA2 openclaw nodes canvas a2ui push --jsonl /tmp/a2ui-v0.8.jsonl --node ``` 快速测试： ```bash openclaw nodes canvas a2ui push --node --text "Hello from A2UI" ``` ## 从 Canvas 触发智能体运行 Canvas 可以通过深层链接触发新的智能体运行： - `openclaw://agent?...` 示例（在 JS 中）： ```js window.location.href = "openclaw://agent?message=Review%20this%20design"; ``` 除非提供有效密钥，否则应用会提示确认。 ## 安全注意事项 - Canvas 方案阻止目录遍历；文件必须位于会话根目录下。 - 本地 Canvas 内容使用自定义方案（不需要 loopback 服务器）。 - 仅在显式导航时允许外部 `http(s)` URL。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/canvas.md | main | opebclaw | [
-0.0969187319278717,
0.03429097309708595,
0.03739091008901596,
-0.03477310761809349,
0.06367944926023483,
-0.06332046538591385,
0.050934456288814545,
-0.004318724852055311,
-0.0016801448073238134,
-0.025552863255143166,
0.050060346722602844,
-0.015286009758710861,
0.002396981231868267,
0.0406116284430027,
0.02930052950978279,
0.05173831060528755,
-0.0353752002120018,
0.02204686775803566,
-0.019112378358840942,
0.015295135788619518,
-0.015342941507697105,
-0.07523758709430695,
0.08346382528543472,
-0.06714970618486404,
0.039866555482149124,
-0.004631283227354288,
-0.036581382155418396,
-0.020497197285294533,
-0.004436852876096964,
-0.03042655810713768,
0.003711832221597433,
0.03780199959874153,
0.02629796601831913,
-0.010003036819398403,
0.0674138143658638,
0.05869050323963165,
-0.01343309786170721,
-0.07502387464046478,
-0.10271240025758743,
0.020505888387560844,
-0.026296982541680336,
0.1040598601102829,
-0.004609855357557535,
-0.014743002131581306,
0.004270422738045454,
-0.07154444605112076,
-0.05112753435969353,
-0.03544742241501808,
-0.020500030368566513,
0.030997300520539284,
-0.12115947902202606,
-0.07464649528265,
-0.07405708730220795,
-0.06140744686126709,
0.020077774301171303,
-0.0014296051813289523,
-0.021987728774547577,
0.0532882995903492,
0.09675049036741257,
0.043345704674720764,
0.018341796472668648,
0.061003465205430984,
-0.012915370985865593,
0.022670773789286613,
0.008327382616698742,
0.048033446073532104,
-0.06219702959060669,
0.02089603804051876,
-0.060581713914871216,
-0.012833756394684315,
0.011650723405182362,
-0.04128222167491913,
0.06083768978714943,
0.011384513229131699,
-0.03291284292936325,
-0.13027162849903107,
0.003221896244212985,
0.0343947634100914,
-0.11996834725141525,
-0.10526204109191895,
-0.06342817842960358,
-0.020661652088165283,
0.03218609839677811,
0.07819228619337082,
0.043816350400447845,
0.11140146851539612,
-0.07934343814849854,
-0.06089628487825394,
0.009422711096704006,
0.02201797626912594,
-0.018376410007476807,
-0.03255505487322807,
-0.008419089950621128,
0.07793399691581726,
0.020855393260717392,
-0.029097754508256912,
0.05463983863592148,
0.05349835008382797,
-0.07747242599725723,
0.059782709926366806,
0.02540869079530239,
-0.0724855363368988,
0.06923994421958923,
-0.032842967659235,
-0.034124016761779785,
0.013980943709611893,
-0.03436065837740898,
0.02859518863260746,
0.021900173276662827,
0.02609451301395893,
-0.030425017699599266,
-0.062460221350193024,
-0.044999249279499054,
-0.058444421738386154,
-0.05557140335440636,
-0.05303860455751419,
0.006066255271434784,
-0.04171603545546532,
0.03843478485941887,
0.0689876601099968,
0.1106947734951973,
0.09610853344202042,
-0.052226074039936066,
-0.07604262232780457,
-0.02711782418191433,
-0.07661519944667816,
0.08005110174417496,
5.041315806406666e-33,
0.059738725423812866,
-0.055849671363830566,
-0.043246790766716,
0.0011653525289148092,
0.07704651355743408,
-0.10464438050985336,
0.014967234805226326,
0.004296128172427416,
-0.14634214341640472,
0.03720426931977272,
0.024541614577174187,
0.03028974123299122,
-0.1153276115655899,
0.04766653850674629,
0.07362950593233109,
-0.04252740740776062,
-0.0007478026091121137,
-0.048085495829582214,
0.059857554733753204,
-0.010222453624010086,
-0.042302023619413376,
-0.01578795164823532,
-0.06966625154018402,
0.011150126345455647,
-0.05885632336139679,
0.11762931197881699,
0.011691063642501831,
0.028214581310749054,
-0.07529560476541519,
0.05244499444961548,
0.00812767818570137,
-0.009383447468280792,
-0.0136184673756361,
-0.01561170443892479,
-0.12419549375772476,
-0.017625102773308754,
-0.02634759061038494,
0.004196621011942625,
-0.04077017307281494,
-0.0034986280370503664,
-0.01389002613723278,
-0.07011622935533524,
-0.06792454421520233,
0.006561640650033951,
0.055943816900253296,
-0.023513197898864746,
-0.054492395371198654,
0.013979177922010422,
-0.011704668402671814,
-0.03789651021361351,
-0.06630048900842667,
0.013775129802525043,
0.01401262916624546,
0.05512578785419464,
-0.013571669347584248,
-0.034600742161273956,
-0.040751997381448746,
-0.020518064498901367,
-0.07364676147699356,
-0.04148264229297638,
0.0923989862203598,
0.01911545917391777,
-0.03886483609676361,
0.01973300613462925,
-0.005448976065963507,
0.028526877984404564,
0.04725167900323868,
-0.011067511513829231,
-0.05316382646560669,
-0.06827362626791,
-0.10764061659574509,
-0.017743149772286415,
0.10815286636352539,
0.06186608597636223,
-0.02674821950495243,
-0.05568847060203552,
-0.01675177365541458,
0.00873290840536356,
0.013213712722063065,
-0.019542140886187553,
-0.052373189479112625,
-0.0656454861164093,
0.01017913781106472,
-0.010317528620362282,
0.0006347147282212973,
0.04910966008901596,
0.11801701039075851,
0.021271703764796257,
-0.022425305098295212,
0.027556663379073143,
-0.0717642530798912,
-0.002401424804702401,
-0.017520908266305923,
-0.07821375876665115,
-0.05968032404780388,
-8.616079717939662e-33,
0.05219358950853348,
0.03447536379098892,
-0.04712557792663574,
0.0022007578518241644,
-0.026376811787486076,
0.005795862525701523,
0.02160322479903698,
0.021184545010328293,
0.021259034052491188,
0.0026566367596387863,
-0.00960543006658554,
0.021905649453401566,
0.04486950486898422,
0.0037046768702566624,
-0.006090707611292601,
0.1039542481303215,
0.012003815732896328,
-0.009154584258794785,
-0.08523984253406525,
-0.02338011935353279,
-0.03869441896677017,
-0.010022609494626522,
-0.021534325554966927,
0.023261867463588715,
-0.023814139887690544,
0.023488691076636314,
0.09904947876930237,
-0.028695598244667053,
-0.019353000447154045,
0.03453633189201355,
-0.030013032257556915,
-0.02600790373980999,
-0.0532216876745224,
0.09134292602539062,
0.0852767676115036,
0.004537364933639765,
0.012295595370233059,
-0.05363521724939346,
-0.08079046756029129,
-0.030791066586971283,
0.05539880320429802,
-0.05933470278978348,
-0.003975167404860258,
-0.009870472364127636,
-0.04486208036541939,
0.08010027557611465,
-0.03164620324969292,
-0.0035338320303708315,
-0.10531168431043625,
-0.08827927708625793,
0.08542545139789581,
-0.00035878363996744156,
0.06505843997001648,
-0.08958389610052109,
0.04695235565304756,
0.04154382273554802,
0.025139158591628075,
-0.045192938297986984,
-0.05050211027264595,
-0.03336106240749359,
0.053695838898420334,
0.036495864391326904,
-0.09088374674320221,
0.005312671419233084,
0.017408384010195732,
-0.01354107167571783,
-0.09021324664354324,
-0.00997225847095251,
-0.03359845280647278,
-0.07752993702888489,
-0.003005329519510269,
0.03463612496852875,
0.06297803670167923,
-0.036171767860651016,
-0.03384074196219444,
0.01925448328256607,
0.08969973027706146,
0.07179872691631317,
0.0819510743021965,
-0.006508119869977236,
0.03514815494418144,
0.08584373444318771,
0.0506342388689518,
-0.009751387871801853,
-0.0073401532135903835,
0.0036261845380067825,
-0.1033441424369812,
0.08794048428535461,
0.015014389529824257,
-0.03447089344263077,
0.009987207129597664,
0.07557053864002228,
0.07092632353305817,
0.01776971109211445,
0.012058796361088753,
-4.350276228137773e-8,
-0.09256860613822937,
-0.043111126869916916,
-0.04930572584271431,
-0.08142590522766113,
-0.03907784819602966,
0.006022477522492409,
0.029658222571015358,
0.037093475461006165,
-0.01054887194186449,
-0.05243651941418648,
0.04580870643258095,
0.020342307165265083,
-0.07152984291315079,
0.06962116062641144,
-0.06239403411746025,
-0.0006626483518630266,
-0.0006527130026370287,
0.10750310122966766,
0.044944848865270615,
-0.08503663539886475,
-0.010543705895543098,
0.0048052482306957245,
0.02815697342157364,
-0.03306290879845619,
-0.07249607890844345,
0.006204383447766304,
-0.09271413832902908,
0.014332553371787071,
-0.03877764567732811,
0.004491783678531647,
-0.05581316724419594,
-0.017884185537695885,
0.002958077471703291,
0.017812455072999,
-0.007510829716920853,
0.0036646376829594374,
-0.0023532721679657698,
-0.050310730934143066,
-0.03201964497566223,
-0.013176280073821545,
0.03954577073454857,
-0.06750986725091934,
0.05317550525069237,
0.02274572104215622,
0.0026805272791534662,
-0.04052560776472092,
0.07513350248336792,
-0.01195146981626749,
0.01528092473745346,
-0.039943672716617584,
-0.03651602193713188,
-0.05139361321926117,
0.07323551177978516,
-0.024423448368906975,
0.03009069338440895,
0.04661004990339279,
0.06182091683149338,
-0.004394908901304007,
-0.023551752790808678,
0.08540643006563187,
-0.009018335491418839,
0.04153886064887047,
0.013372248038649559,
0.06564793735742569
] | 0.08366 |
# WebChat（macOS 应用） macOS 菜单栏应用将 WebChat UI 嵌入为原生 SwiftUI 视图。它连接到 Gateway 网关，默认使用所选智能体的\*\*主会话\*\*（带有会话切换器用于其他会话）。 - \*\*本地模式\*\*：直接连接到本地 Gateway 网关 WebSocket。 - \*\*远程模式\*\*：通过 SSH 转发 Gateway 网关控制端口，并使用该隧道作为数据平面。 ## 启动和调试 - 手动：Lobster 菜单 → "Open Chat"。 - 测试时自动打开： ```bash dist/OpenClaw.app/Contents/MacOS/OpenClaw --webchat ``` - 日志：`./scripts/clawlog.sh`（子系统 `bot.molt`，类别 `WebChatSwiftUI`）。 ## 工作原理 - 数据平面：Gateway 网关 WS 方法 `chat.history`、`chat.send`、`chat.abort`、`chat.inject` 和事件 `chat`、`agent`、`presence`、`tick`、`health`。 - 会话：默认为主会话（`main`，或当范围为全局时为 `global`）。UI 可以在会话之间切换。 - 新手引导使用专用会话，以将首次运行设置分开。 ## 安全面 - 远程模式仅通过 SSH 转发 Gateway 网关 WebSocket 控制端口。 ## 已知限制 - UI 针对聊天会话优化（不是完整的浏览器沙箱）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/webchat.md | main | opebclaw | [
-0.02598722092807293,
0.004954935051500797,
0.029767632484436035,
-0.05910278856754303,
-0.008424791507422924,
-0.12914231419563293,
0.06415335088968277,
-0.04741356149315834,
0.038686979562044144,
-0.028106072917580605,
0.1232646256685257,
-0.07374847680330276,
0.008209431543946266,
0.023192958906292915,
0.08523819595575333,
0.01820467785000801,
-0.016679132357239723,
-0.055977992713451385,
0.014485473744571209,
-0.011320769786834717,
-0.005424632225185633,
0.008526000194251537,
0.03442097455263138,
0.0007068271515890956,
-0.020935045555233955,
-0.004738040268421173,
-0.0133373336866498,
-0.017134733498096466,
-0.03879772871732712,
-0.007009140681475401,
-0.02503218501806259,
0.03386528044939041,
-0.047633588314056396,
0.044990383088588715,
0.07127189636230469,
0.0376262366771698,
0.08866914361715317,
-0.01435244269669056,
-0.045990195125341415,
0.07187193632125854,
-0.03256755694746971,
-0.03504856675863266,
0.03429577499628067,
-0.024089574813842773,
0.008007428608834743,
-0.0078071956522762775,
-0.09608882665634155,
-0.0505443699657917,
-0.04199270159006119,
-0.0051465933211147785,
-0.0795077532529831,
-0.05301781743764877,
-0.013062234967947006,
0.07005152851343155,
0.0440424419939518,
0.008326392620801926,
-0.050441447645425797,
0.048027537763118744,
0.09364300221204758,
0.009434043429791927,
0.006727506406605244,
0.05521927401423454,
0.021430043503642082,
0.011493091471493244,
-0.06284266710281372,
-0.026027759537100792,
-0.040660519152879715,
-0.018177930265665054,
-0.014577534981071949,
0.011613273993134499,
-0.020566491410136223,
-0.020684288814663887,
-0.013466725125908852,
0.009254544973373413,
-0.06797153502702713,
-0.030055100098252296,
0.04483054578304291,
-0.00652552442625165,
-0.0961167961359024,
-0.028855420649051666,
-0.033860787749290466,
-0.014105811715126038,
0.01522912923246622,
0.035499703139066696,
-0.036111634224653244,
0.12475792318582535,
-0.052127137780189514,
-0.03616981953382492,
0.06158769130706787,
0.04788464307785034,
-0.012507889419794083,
-0.05868005380034447,
0.01187420915812254,
0.019545532763004303,
0.045690007507801056,
-0.055831875652074814,
-0.012425200082361698,
0.05679858848452568,
-0.09875019639730453,
0.06464514136314392,
0.019168265163898468,
-0.013075331225991249,
0.008143295533955097,
-0.01578705385327339,
0.013705047778785229,
-0.005711068864911795,
-0.009461909532546997,
0.03284861519932747,
0.11286655813455582,
0.02787533402442932,
-0.043251097202301025,
-0.07797469198703766,
0.007781513966619968,
-0.026929814368486404,
-0.03363484516739845,
0.042117949575185776,
-0.034809745848178864,
-0.030061112716794014,
0.020218918099999428,
0.054958999156951904,
0.13779067993164062,
0.015008056536316872,
-0.0798739567399025,
-0.010878223925828934,
0.007391312159597874,
-0.010420071892440319,
0.13858060538768768,
5.621982465064029e-33,
0.07801293581724167,
0.0004986377898603678,
-0.054312318563461304,
-0.039357177913188934,
0.13920378684997559,
-0.025411728769540787,
0.010961019434034824,
0.006874290760606527,
-0.10070677101612091,
0.05856223404407501,
-0.03819103166460991,
-0.0014231402892619371,
-0.06563477218151093,
-0.01057029515504837,
-0.020031895488500595,
-0.0150698097422719,
-0.012679832056164742,
-0.009216388687491417,
0.08916107565164566,
-0.03203587979078293,
0.019237643107771873,
-0.004814278334379196,
0.03355158120393753,
-0.020702162757515907,
-0.03893151506781578,
0.08786702901124954,
-0.031496450304985046,
-0.05822112038731575,
0.00873960554599762,
0.05570496246218681,
0.0355290025472641,
-0.021296411752700806,
-0.04177309200167656,
0.016993185505270958,
-0.05719328299164772,
-0.07614900171756744,
0.02557341754436493,
-0.06948027014732361,
-0.059636108577251434,
-0.022875458002090454,
-0.047755349427461624,
-0.044304460287094116,
-0.09038694947957993,
-0.04679291322827339,
0.032584309577941895,
-0.039792418479919434,
-0.10380374640226364,
-0.05407409742474556,
0.022742003202438354,
0.006799102760851383,
-0.10752470791339874,
0.013377365656197071,
0.011175114661455154,
0.046208593994379044,
-0.0005654696142300963,
-0.02048690803349018,
-0.018200388178229332,
-0.06386326998472214,
-0.04826915264129639,
-0.03566829115152359,
-0.024712635204195976,
0.02070997655391693,
0.04761141166090965,
-0.06418000161647797,
0.10244007408618927,
-0.01703607849776745,
0.013364385813474655,
0.02177201397716999,
-0.02339557185769081,
-0.05380784720182419,
-0.040517132729291916,
-0.03369409963488579,
0.04560312628746033,
0.050770487636327744,
-0.08892577886581421,
-0.05905906483530998,
-0.028293080627918243,
0.05041021108627319,
0.017452990636229515,
-0.004352291114628315,
0.024091407656669617,
-0.036628466099500656,
-0.025666577741503716,
0.012718621641397476,
0.005833547096699476,
0.09989644587039948,
0.0784759372472763,
-0.04911922290921211,
-0.04252211004495621,
0.13963747024536133,
-0.14355985820293427,
0.015765495598316193,
-0.029150187969207764,
-0.029161175712943077,
-0.0845894142985344,
-8.87277756211651e-33,
-0.003227937500923872,
0.030928554013371468,
-0.10004385560750961,
0.00169260089751333,
-0.026621239259839058,
-0.0671956017613411,
0.06228388100862503,
0.04181893914937973,
0.03571762144565582,
0.03340290114283562,
-0.02589673548936844,
0.018153570592403412,
0.019510379061102867,
-0.041726551949977875,
0.04584223031997681,
0.0458274781703949,
0.002872343407943845,
-0.021169323474168777,
-0.05621758848428726,
0.015458432957530022,
-0.007633655332028866,
-0.022121166810393333,
-0.13504210114479065,
0.06991016119718552,
0.04717099666595459,
0.015735233202576637,
0.12404552102088928,
0.007513729389756918,
-0.043332286179065704,
-0.06588516384363174,
0.009695415385067463,
0.030768966302275658,
-0.047294143587350845,
0.05522457882761955,
0.04146595299243927,
0.031178483739495277,
0.0070321811363101006,
0.03133630380034447,
-0.030222438275814056,
-0.022065499797463417,
0.10136360675096512,
-0.038955699652433395,
-0.08143496513366699,
-0.026937218382954597,
-0.036775484681129456,
0.09378906339406967,
-0.10893449932336807,
0.016895253211259842,
-0.053026411682367325,
-0.017448516562581062,
0.109833262860775,
-0.028273705393075943,
0.04184483364224434,
-0.07511618733406067,
-0.03382635489106178,
0.05910884216427803,
0.011429102160036564,
-0.04959921911358833,
-0.06356411427259445,
-0.1122855395078659,
0.046564340591430664,
-0.05877813324332237,
-0.04179253801703453,
0.041977379471063614,
0.023599226027727127,
-0.05208456516265869,
-0.044181086122989655,
0.018087519332766533,
0.06506457179784775,
-0.060867663472890854,
0.02670879103243351,
0.0037051476538181305,
0.04600353538990021,
-0.046374473720788956,
0.011628909036517143,
-0.0040860893204808235,
0.014339987188577652,
-0.012634198181331158,
0.03884056210517883,
0.028210047632455826,
-0.009327159263193607,
0.08242678642272949,
0.045934636145830154,
0.011666013859212399,
0.029808932915329933,
0.0006627339753322303,
-0.024831734597682953,
0.17012928426265717,
-0.028324078768491745,
0.01498525682836771,
-0.03622135892510414,
0.06100436672568321,
-0.017154661938548088,
0.014154444448649883,
0.00697562238201499,
-4.774710760102607e-8,
-0.022536974400281906,
-0.1072278618812561,
-0.05979277938604355,
0.00240243854932487,
0.02705611288547516,
-0.012369860894978046,
0.0006394998054020107,
-0.02116464264690876,
-0.013729256577789783,
-0.01813739538192749,
-0.006480020005255938,
0.09179136902093887,
-0.05796607583761215,
0.05799974873661995,
-0.05828861892223358,
0.017791831865906715,
-0.05491213500499725,
-0.004778182599693537,
0.036984797567129135,
-0.08958615362644196,
0.04471490904688835,
-0.02876460552215576,
-0.013808812014758587,
-0.015511803328990936,
-0.10007025301456451,
0.008378417231142521,
-0.04144998639822006,
0.05124310404062271,
-0.15904836356639862,
0.0063258083537220955,
-0.0179763063788414,
-0.05901305377483368,
-0.04056167975068092,
-0.047013211995363235,
0.03644212707877159,
0.040860626846551895,
-0.04456835985183716,
-0.08628629148006439,
-0.013397164642810822,
-0.05932847037911415,
0.012471995316445827,
-0.05638493224978447,
0.02078019268810749,
-0.006163663696497679,
-0.03702332824468613,
-0.012552579864859581,
0.03979112580418587,
0.026608090847730637,
0.07012385874986649,
-0.006314876023679972,
-0.010069970972836018,
-0.04008932784199715,
0.052758850157260895,
-0.014215576462447643,
0.027980292215943336,
-0.008673026226460934,
0.09516123682260513,
-0.10504908859729767,
-0.00986392144113779,
0.06441494822502136,
0.02979302778840065,
0.0478859581053257,
0.010626648552715778,
0.008256323635578156
] | 0.09579 |
# 语音浮层生命周期（macOS） 受众：macOS 应用贡献者。目标：在唤醒词与按键说话重叠时保持语音浮层行为可预测。 ### 当前意图 - 如果浮层已因唤醒词显示，此时用户按下热键，热键会话会\*接管\*现有文本而非重置。浮层在热键按住期间保持显示。用户松开时：如果有去除空白后的文本则发送，否则关闭。 - 单独使用唤醒词时仍在静音后自动发送；按键说话在松开时立即发送。 ### 已实现（2025 年 12 月 9 日） - 浮层会话现在为每次捕获（唤醒词或按键说话）携带一个令牌。当令牌不匹配时，部分/最终/发送/关闭/音量更新会被丢弃，避免过时回调。 - 按键说话会接管任何可见的浮层文本作为前缀（因此在唤醒浮层显示时按下热键会保留文本并追加新语音）。它最多等待 1.5 秒获取最终转录结果，然后回退到当前文本。 - 提示音/浮层日志以 `info` 级别输出，分类为 `voicewake.overlay`、`voicewake.ptt` 和 `voicewake.chime`（会话开始、部分、最终、发送、关闭、提示音原因）。 ### 后续步骤 1. \*\*VoiceSessionCoordinator（actor）\*\* - 同一时间只拥有一个 `VoiceSession`。 - API（基于令牌）：`beginWakeCapture`、`beginPushToTalk`、`updatePartial`、`endCapture`、`cancel`、`applyCooldown`。 - 丢弃携带过时令牌的回调（防止旧识别器重新打开浮层）。 2. \*\*VoiceSession（模型）\*\* - 字段：`token`、`source`（wakeWord|pushToTalk）、已提交/临时文本、提示音标志、计时器（自动发送、空闲）、`overlayMode`（display|editing|sending）、冷却截止时间。 3. \*\*浮层绑定\*\* - `VoiceSessionPublisher`（`ObservableObject`）将活跃会话镜像到 SwiftUI。 - `VoiceWakeOverlayView` 仅通过 publisher 渲染；绝不直接修改全局单例。 - 浮层用户操作（`sendNow`、`dismiss`、`edit`）携带会话令牌回调到 coordinator。 4. \*\*统一发送路径\*\* - `endCapture` 时：如果去除空白后文本为空 → 关闭；否则 `performSend(session:)`（播放一次发送提示音、转发、关闭）。 - 按键说话：无延迟；唤醒词：可选自动发送延迟。 - 按键说话结束后对唤醒运行时施加短暂冷却，防止唤醒词立即重新触发。 5. \*\*日志\*\* - Coordinator 在子系统 `bot.molt`、分类 `voicewake.overlay` 和 `voicewake.chime` 下输出 `.info` 级别日志。 - 关键事件：`session\_started`、`adopted\_by\_push\_to\_talk`、`partial`、`finalized`、`send`、`dismiss`、`cancel`、`cooldown`。 ### 调试清单 - 复现浮层粘滞问题时流式查看日志： ```bash sudo log stream --predicate 'subsystem == "bot.molt" AND category CONTAINS "voicewake"' --level info --style compact ``` - 验证只有一个活跃会话令牌；过时回调应被 coordinator 丢弃。 - 确保按键说话松开时始终使用活跃令牌调用 `endCapture`；如果文本为空，预期 `dismiss` 且不播放提示音或发送。 ### 迁移步骤（建议） 1. 添加 `VoiceSessionCoordinator`、`VoiceSession` 和 `VoiceSessionPublisher`。 2. 重构 `VoiceWakeRuntime`，使其创建/更新/结束会话，而非直接操作 `VoiceWakeOverlayController`。 3. 重构 `VoicePushToTalk`，使其接管现有会话并在松开时调用 `endCapture`；施加运行时冷却。 4. 将 `VoiceWakeOverlayController` 连接到 publisher；移除来自 runtime/PTT 的直接调用。 5. 添加会话接管、冷却和空文本关闭的集成测试。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/voice-overlay.md | main | opebclaw | [
-0.02669709175825119,
0.041129373013973236,
0.05774518847465515,
-0.07056110352277756,
-0.03623666614294052,
0.012665638700127602,
0.0034852311946451664,
-0.009482202120125294,
-0.0008447776781395078,
0.008901890367269516,
0.20796038210391998,
-0.08414696156978607,
0.039243653416633606,
-0.019959919154644012,
-0.020275583490729332,
0.02268310822546482,
-0.043284788727760315,
0.010464897379279137,
-0.04498280584812164,
0.015228020958602428,
0.006845391821116209,
-0.020118577405810356,
0.010570969432592392,
0.039551835507154465,
-0.0024608848616480827,
0.07295925170183182,
-0.030694374814629555,
0.02872217260301113,
0.06745230406522751,
-0.02708420529961586,
-0.08283694088459015,
0.10036372393369675,
0.011444699950516224,
0.005194042343646288,
0.10381665825843811,
0.0761033371090889,
0.07450075447559357,
-0.025656063109636307,
-0.027277572080492973,
0.025220759212970734,
-0.0730305165052414,
-0.020223179832100868,
0.005294464528560638,
0.0019097637850791216,
0.03591281920671463,
0.024809638038277626,
-0.017468739300966263,
0.027292050421237946,
-0.07470691204071045,
-0.03681011497974396,
-0.09340932965278625,
-0.01997964084148407,
-0.0009631069842725992,
-0.011214558966457844,
-0.03410441428422928,
0.005567476619035006,
-0.06755822896957397,
-0.038070421665906906,
0.0386992022395134,
-0.04254787787795067,
-0.057270269840955734,
0.05232083424925804,
-0.013204320333898067,
0.02913828007876873,
-0.12887786328792572,
0.020289504900574684,
-0.016727568581700325,
0.00182292889803648,
0.04590687155723572,
-0.01447221264243126,
-0.0323132760822773,
-0.011695814318954945,
0.006202192045748234,
0.04939701780676842,
-0.06718935817480087,
0.015112143941223621,
0.03768220916390419,
-0.0007423299248330295,
-0.08413475006818771,
-0.1707061529159546,
-0.017025239765644073,
-0.017271863296628,
0.07183629274368286,
-0.007808325812220573,
-0.10123365372419357,
0.03397366404533386,
-0.0754685029387474,
-0.06876376271247864,
0.01802869327366352,
0.032133884727954865,
0.08047252893447876,
0.0450756698846817,
0.013868800364434719,
-0.005668350495398045,
0.02171654999256134,
-0.057208165526390076,
0.046586714684963226,
0.049056630581617355,
-0.0069306702353060246,
0.04538622871041298,
-0.014052723534405231,
-0.013074851594865322,
-0.06682681292295456,
-0.02636241726577282,
-0.03306138515472412,
-0.08123117685317993,
-0.022164002060890198,
-0.10614380985498428,
0.07550317049026489,
0.014067230746150017,
-0.03985190391540527,
-0.06064131483435631,
-0.08813721686601639,
-0.08980780094861984,
-0.036517102271318436,
0.03381630405783653,
-0.06540670990943909,
-0.062213316559791565,
0.002006707014515996,
0.019454434514045715,
0.06496293842792511,
-0.012857570312917233,
-0.05546031519770622,
-0.0005314272129908204,
-0.058271896094083786,
-0.0400497242808342,
0.1350610852241516,
-9.111230999284626e-34,
-0.006832597777247429,
-0.01922987587749958,
-0.05439310520887375,
-0.005245834123343229,
0.0570109486579895,
-0.10397283732891083,
-0.006241379305720329,
-0.05549885332584381,
-0.030370110645890236,
-0.006321856286376715,
-0.057991065084934235,
-0.04375370591878891,
-0.11688867211341858,
0.021006116643548012,
-0.011544146575033665,
-0.025041693821549416,
-0.008102464489638805,
-0.011759928427636623,
0.01728770136833191,
-0.04005170986056328,
0.06095212325453758,
0.007776561658829451,
0.05645244941115379,
-0.08942361921072006,
-0.02526262402534485,
0.06705749779939651,
0.029118744656443596,
-0.03824513405561447,
-0.008701730519533157,
0.045652881264686584,
-0.004347067326307297,
-0.029970593750476837,
0.011986746452748775,
-0.006290521938353777,
-0.08629868179559708,
0.006120974197983742,
0.0692131519317627,
-0.07042302191257477,
-0.00884228479117155,
0.004910855088382959,
-0.1103130429983139,
-0.027072012424468994,
0.03015199862420559,
-0.024005789309740067,
0.052115052938461304,
-0.08819201588630676,
-0.04725448042154312,
-0.046027060598134995,
0.08412053436040878,
-0.03365885093808174,
-0.044852085411548615,
0.04452824592590332,
-0.01643294468522072,
0.007390098180621862,
0.015426788479089737,
-0.060763079673051834,
-0.09122854471206665,
-0.019935250282287598,
-0.06357995420694351,
-0.02781120128929615,
-0.0003336002700962126,
0.01918165571987629,
0.03977507725358009,
-0.052716344594955444,
0.09172435849905014,
0.049669049680233,
-0.04114416986703873,
-0.021592799574136734,
0.04327620565891266,
-0.053389646112918854,
-0.11151309311389923,
-0.00487090740352869,
0.05577458068728447,
-0.005329028703272343,
-0.07367417961359024,
-0.04860248416662216,
-0.0195987056940794,
0.027436956763267517,
0.004147284664213657,
-0.015185623429715633,
-0.041523292660713196,
-0.012061973102390766,
-0.02467922493815422,
0.00698573375120759,
-0.03526560217142105,
0.01308803353458643,
0.12238509953022003,
0.04045172780752182,
-0.007672963663935661,
0.019056985154747963,
-0.06835370510816574,
0.027413999661803246,
0.0223753172904253,
-0.005367875099182129,
0.018907608464360237,
-8.123116325455165e-33,
0.02638113871216774,
0.04486797749996185,
-0.06570937484502792,
-0.01635553501546383,
-0.03738660365343094,
-0.02706303261220455,
-0.005475254263728857,
0.08385290205478668,
-0.009035727009177208,
0.014239279553294182,
-0.10064634680747986,
-0.004489204380661249,
-0.06314291059970856,
-0.0008097692625597119,
-0.04917099326848984,
0.02131468988955021,
0.02921338379383087,
0.12431025505065918,
-0.03132059425115585,
-0.01862386427819729,
-0.03397608920931816,
0.013068124651908875,
-0.16497987508773804,
-0.013705055229365826,
0.039611056447029114,
0.022922979667782784,
0.02415470778942108,
-0.019557401537895203,
-0.020662246271967888,
0.027678657323122025,
-0.009615583345293999,
-0.04898441582918167,
-0.048017702996730804,
0.07891450822353363,
-0.024458369240164757,
-0.08177957683801651,
-0.005444185808300972,
-0.0185785423964262,
-0.08273599296808243,
0.014139280654489994,
0.07121706753969193,
-0.02569539099931717,
-0.01993904821574688,
-0.05138004571199417,
0.002994799055159092,
0.02886584959924221,
-0.03889763355255127,
-0.03116745501756668,
-0.04407314211130142,
-0.045859333127737045,
0.12257631123065948,
-0.023893095552921295,
0.011174054816365242,
-0.060174137353897095,
0.055881887674331665,
0.0065687112510204315,
-0.04416821151971817,
-0.09845986217260361,
-0.07306227087974548,
-0.09977839142084122,
-0.004400476813316345,
0.03211374580860138,
-0.03101199120283127,
-0.02566479705274105,
0.08035091310739517,
-0.014588555321097374,
-0.013006874360144138,
-0.02216479182243347,
0.0027761529199779034,
-0.09250479191541672,
0.002850537421181798,
0.003576316637918353,
0.03415660932660103,
-0.05607661232352257,
0.03512738272547722,
0.03614598885178566,
-0.037771742790937424,
0.05250456929206848,
-0.026063168421387672,
-0.008145131170749664,
-0.0434175543487072,
0.022527087479829788,
0.016780227422714233,
0.1233852431178093,
-0.044527385383844376,
0.04976566508412361,
0.020456282421946526,
0.08067920804023743,
0.0042746108956635,
-0.042243845760822296,
-0.002765470650047064,
0.04000430926680565,
0.0027943316381424665,
0.06788524240255356,
0.05942874401807785,
-5.8130893876295886e-8,
-0.04593677818775177,
-0.05698621645569801,
-0.1034524068236351,
-0.02453899383544922,
0.005949230864644051,
-0.014656499959528446,
-0.016789091750979424,
-0.07172437012195587,
-0.016258064657449722,
-0.04458802938461304,
0.0016265531303361058,
-0.007331346161663532,
-0.09558705240488052,
-0.0313560888171196,
-0.08793171495199203,
-0.0726570338010788,
-0.06433843821287155,
0.038784585893154144,
-0.012842324562370777,
-0.10297743231058121,
-0.05189415439963341,
-0.00954760517925024,
0.01902482658624649,
-0.06273519992828369,
-0.06195434555411339,
0.04886743798851967,
-0.10123896598815918,
0.03327811136841774,
-0.03790576383471489,
0.045838430523872375,
0.04448991268873215,
-0.01879401132464409,
0.028578611090779305,
-0.0256222914904356,
0.07967091351747513,
-0.0010588124860078096,
0.04989342391490936,
0.006899191532284021,
-0.012706484645605087,
0.015848489478230476,
0.00025417006690986454,
-0.10174928605556488,
-0.015000163577497005,
0.041639938950538635,
0.12255534529685974,
-0.000322691717883572,
0.08435247838497162,
0.025699513033032417,
0.02747921645641327,
-0.017391139641404152,
-0.01889307051897049,
-0.03440055251121521,
0.03956582769751549,
-0.03313836082816124,
0.02277095429599285,
-0.015005294233560562,
0.000001433583747711964,
0.02985355630517006,
0.04337797313928604,
0.05664882808923721,
0.01628936268389225,
0.029668426141142845,
-0.007446443196386099,
0.05620510131120682
] | 0.063941 |
# OpenClaw macOS IPC 架构 \*\*当前模型：\*\* 一个本地 Unix 套接字将\*\*节点主机服务\*\*连接到 \*\*macOS 应用\*\*，用于 exec 审批 + `system.run`。存在一个 `openclaw-mac` 调试 CLI 用于发现/连接检查；智能体操作仍通过 Gateway 网关 WebSocket 和 `node.invoke` 流转。UI 自动化使用 PeekabooBridge。 ## 目标 - 单个 GUI 应用实例拥有所有面向 TCC 的工作（通知、屏幕录制、麦克风、语音、AppleScript）。 - 小型自动化接口：Gateway 网关 + 节点命令，加上用于 UI 自动化的 PeekabooBridge。 - 可预测的权限：始终是同一个签名的 bundle ID，由 launchd 启动，因此 TCC 授权保持有效。 ## 工作原理 ### Gateway 网关 + 节点传输 - 应用运行 Gateway 网关（本地模式）并作为节点连接到它。 - 智能体操作通过 `node.invoke` 执行（例如 `system.run`、`system.notify`、`canvas.\*`）。 ### 节点服务 + 应用 IPC - 一个无头节点主机服务连接到 Gateway 网关 WebSocket。 - `system.run` 请求通过本地 Unix 套接字转发到 macOS 应用。 - 应用在 UI 上下文中执行 exec，必要时提示，并返回输出。 图示（SCI）： ``` Agent -> Gateway -> Node Service (WS) | IPC (UDS + token + HMAC + TTL) v Mac App (UI + TCC + system.run) ``` ### PeekabooBridge（UI 自动化） - UI 自动化使用名为 `bridge.sock` 的单独 UNIX 套接字和 PeekabooBridge JSON 协议。 - 主机优先顺序（客户端侧）：Peekaboo.app → Claude.app → OpenClaw.app → 本地执行。 - 安全性：桥接主机需要允许的 TeamID；仅 DEBUG 的同 UID 逃逸通道由 `PEEKABOO\_ALLOW\_UNSIGNED\_SOCKET\_CLIENTS=1` 保护（Peekaboo 约定）。 - 参见：[PeekabooBridge 用法](/platforms/mac/peekaboo)了解详情。 ## 操作流程 - 重启/重建：`SIGN\_IDENTITY="Apple Development: ()" scripts/restart-mac.sh` - 终止现有实例 - Swift 构建 + 打包 - 写入/引导/启动 LaunchAgent - 单实例：如果具有相同 bundle ID 的另一个实例正在运行，应用会提前退出。 ## 加固注意事项 - 优先要求所有特权接口的 TeamID 匹配。 - PeekabooBridge：`PEEKABOO\_ALLOW\_UNSIGNED\_SOCKET\_CLIENTS=1`（仅 DEBUG）可能允许同 UID 调用者用于本地开发。 - 所有通信仅保持本地；不暴露网络套接字。 - TCC 提示仅源自 GUI 应用包；在重建时保持签名的 bundle ID 稳定。 - IPC 加固：套接字模式 `0600`、令牌、对等 UID 检查、HMAC 质询/响应、短 TTL。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/xpc.md | main | opebclaw | [
-0.09548740088939667,
0.010050239972770214,
-0.02246432937681675,
-0.0707288458943367,
-0.008927259594202042,
-0.06545085459947586,
0.03432080149650574,
0.04534826800227165,
0.018062302842736244,
-0.012882472015917301,
0.1235530823469162,
-0.06457044929265976,
0.06184264272451401,
-0.05234891548752785,
0.06920156627893448,
0.04477837309241295,
0.04680800437927246,
-0.026442814618349075,
0.01407561358064413,
0.016573185101151466,
-0.028917914256453514,
-0.037217866629362106,
-0.023149168118834496,
0.01154632680118084,
-0.04613816365599632,
0.014332104474306107,
-0.014711939729750156,
0.0355544239282608,
-0.021821577101945877,
-0.015845632180571556,
0.021292120218276978,
0.0883619636297226,
-0.012780461460351944,
-0.0036389376036822796,
0.10112912207841873,
0.0856010839343071,
0.11793334782123566,
-0.06965766847133636,
-0.11342847347259521,
-0.010017737746238708,
0.020020613446831703,
0.003640669398009777,
-0.03867093846201897,
0.04915758594870567,
0.006295063067227602,
-0.04335679113864899,
-0.05765115097165108,
-0.031037792563438416,
-0.1042696088552475,
-0.04106651991605759,
-0.05566153675317764,
-0.012112323194742203,
-0.04053607955574989,
0.029408840462565422,
0.07402363419532776,
0.009404055774211884,
-0.04955168813467026,
0.02330145612359047,
0.09327346086502075,
0.053483471274375916,
-0.012006411328911781,
-0.0013838334707543254,
0.0025694959331303835,
0.022198503836989403,
-0.07768813520669937,
0.02036290615797043,
-0.017795465886592865,
-0.029762765392661095,
-0.009009142406284809,
-0.037554096430540085,
-0.02380789816379547,
-0.07007891684770584,
-0.005095462780445814,
0.022292131558060646,
-0.0623340904712677,
0.012311389669775963,
0.08062280714511871,
0.001622218987904489,
-0.12151354551315308,
-0.11791186779737473,
-0.07879291474819183,
0.04343527555465698,
-0.07574663311243057,
0.02043129689991474,
-0.05785543844103813,
0.10513067990541458,
-0.048355281352996826,
-0.05815480276942253,
0.08239807188510895,
0.05965622141957283,
0.019249707460403442,
-0.02598600462079048,
-0.03782425820827484,
0.015893029049038887,
0.1207301989197731,
-0.07009955495595932,
0.03836165741086006,
0.06372205168008804,
-0.03737128525972366,
0.042297448962926865,
-0.02513439953327179,
-0.013386444188654423,
-0.008899186737835407,
0.024429120123386383,
-0.015406379476189613,
-0.02232448197901249,
-0.03449675813317299,
0.05198107287287712,
0.038742367178201675,
0.002457744674757123,
-0.04329945892095566,
-0.10588689148426056,
-0.007867895998060703,
-0.04602878540754318,
-0.03117157146334648,
0.05790070816874504,
-0.022650206461548805,
-0.009335147216916084,
0.06371519714593887,
-0.015296310186386108,
0.14385534822940826,
-0.0022299846168607473,
-0.042684413492679596,
0.007809200789779425,
-0.05160882696509361,
-0.009586283005774021,
0.13403843343257904,
-8.960495889310746e-34,
-0.06755711138248444,
-0.0521039254963398,
-0.024196600541472435,
-0.0245489701628685,
0.09887681156396866,
-0.09634971618652344,
0.03542112186551094,
-0.0016471189446747303,
-0.08597664535045624,
0.06894966214895248,
-0.05301368981599808,
0.028346477076411247,
-0.07396160066127777,
0.03304750472307205,
0.01938522793352604,
-0.07491693645715714,
-0.029185181483626366,
0.029314525425434113,
0.07936815172433853,
-0.02197296917438507,
0.053914766758680344,
0.018964655697345734,
-0.00446215970441699,
-0.0250147245824337,
-0.03259701281785965,
0.059164173901081085,
-0.03046959824860096,
-0.007899196818470955,
0.039735302329063416,
0.04616876319050789,
0.07973375916481018,
-0.012560481205582619,
-0.012490181252360344,
0.0032036995980888605,
-0.10561932623386383,
-0.0708845779299736,
-0.006681645289063454,
-0.05975400656461716,
-0.056696467101573944,
-0.022932039573788643,
-0.08612898737192154,
-0.005448072217404842,
-0.05460051819682121,
-0.007967707701027393,
0.02014767751097679,
-0.13109849393367767,
-0.11535588651895523,
-0.02808760479092598,
0.03401026129722595,
-0.0069579859264194965,
-0.04750074818730354,
0.015404877252876759,
0.04824598506093025,
0.021049739792943,
-0.014821965247392654,
-0.07487481832504272,
-0.03538137301802635,
0.028892725706100464,
-0.03174890950322151,
0.03042074292898178,
-0.0018149310490116477,
0.07005973905324936,
0.018103059381246567,
-0.016937850043177605,
0.07881757616996765,
0.027249278500676155,
0.03600658103823662,
-0.015836553648114204,
-0.07523836195468903,
0.00422842288389802,
-0.10716880112886429,
-0.0018755239434540272,
0.015625199303030968,
0.054260656237602234,
0.02651732973754406,
-0.08029211312532425,
-0.015048016794025898,
0.049146540462970734,
-0.0071617900393903255,
-0.04874294251203537,
-0.05755412578582764,
-0.00043334742076694965,
-0.012623691000044346,
0.0118899866938591,
-0.019982386380434036,
0.11746921390295029,
0.023142952471971512,
0.01812496781349182,
-0.05414930358529091,
0.08473034203052521,
-0.03931820020079613,
0.023746497929096222,
-0.018971644341945648,
0.04950441047549248,
-0.020449934527277946,
-4.7888030894607305e-33,
-0.008202516473829746,
0.020166262984275818,
-0.07725739479064941,
-0.02012054994702339,
-0.0744769498705864,
-0.01213778741657734,
-0.004457235801964998,
-0.03613802418112755,
-0.04708776995539665,
0.01779390312731266,
-0.0176403671503067,
0.012154469266533852,
-0.013693980872631073,
-0.010047613643109798,
0.039395444095134735,
-0.01729104295372963,
0.004290763288736343,
-0.010511118918657303,
-0.05845699459314346,
0.02713650092482567,
-0.002003731671720743,
0.03159521520137787,
-0.06657140702009201,
-0.055052291601896286,
0.014780543744564056,
0.01312396489083767,
0.029792198911309242,
0.07080373167991638,
-0.001999154221266508,
-0.03226986527442932,
-0.010883442126214504,
0.03233983367681503,
-0.07911866158246994,
0.0754171833395958,
0.0012276377528905869,
0.003133872989565134,
0.01598948799073696,
0.008740022778511047,
0.011376322247087955,
-0.0332605205476284,
0.030276872217655182,
-0.05028539150953293,
-0.03900444507598877,
0.029015198349952698,
-0.01677802950143814,
0.0810316950082779,
-0.04756855219602585,
-0.012446712702512741,
-0.06887664645910263,
-0.05424345284700394,
0.06075002998113632,
0.062089961022138596,
0.027424680069088936,
0.010627604089677334,
0.008650306612253189,
0.04593564197421074,
0.009608759544789791,
-0.04061094671487808,
-0.04978134110569954,
-0.12979696691036224,
0.12685608863830566,
-0.07230217009782791,
-0.019794458523392677,
-0.011012825183570385,
0.027970051392912865,
-0.0458686500787735,
-0.04465613141655922,
0.007786473259329796,
-0.0075235203839838505,
-0.10194497555494308,
0.0543915294110775,
-0.025076642632484436,
-0.026556920260190964,
-0.05290642008185387,
-0.040474049746990204,
-0.006259878631681204,
0.01962953805923462,
0.0030468953773379326,
-0.02383004128932953,
0.06466688960790634,
-0.0050511108711361885,
0.11845658719539642,
0.03169431537389755,
0.045283932238817215,
-0.04903838783502579,
-0.006066727917641401,
0.025421667844057083,
0.1528090387582779,
0.031719911843538284,
0.009022872895002365,
-0.045360203832387924,
0.05912529304623604,
-0.007580643054097891,
0.045933909714221954,
-0.02812371775507927,
-4.9050871808731245e-8,
-0.03727829083800316,
-0.12736988067626953,
-0.08953956514596939,
-0.026816226541996002,
-0.007702952716499567,
0.013473346829414368,
-0.11505559831857681,
-0.046151164919137955,
0.007994399406015873,
-0.026518195867538452,
0.028231145814061165,
0.04115448519587517,
-0.10122107714414597,
-0.018370572477579117,
-0.06710273027420044,
-0.003069633385166526,
-0.044350385665893555,
0.048978786915540695,
0.05700866878032684,
-0.05132115259766579,
-0.016656994819641113,
0.01683357171714306,
0.02729230374097824,
-0.03484098240733147,
-0.10266377031803131,
0.00867009162902832,
0.017786964774131775,
0.03424153849482536,
-0.06368007510900497,
0.008981622755527496,
0.003486779984086752,
-0.07079282402992249,
0.02644455060362816,
0.004544203635305166,
0.051263511180877686,
0.060867298394441605,
-0.047399889677762985,
0.05721438676118851,
0.017436381429433823,
-0.0058110300451517105,
-0.002960737096145749,
-0.11352315545082092,
-0.05203905701637268,
0.009588047862052917,
0.019651953130960464,
0.045984961092472076,
-0.04237493500113487,
0.052005019038915634,
0.01678445190191269,
0.029107239097356796,
0.029008928686380386,
-0.047710418701171875,
0.008264509961009026,
-0.029749566689133644,
0.008584719151258469,
-0.00031357118859887123,
0.012911580502986908,
-0.12732186913490295,
0.0041869268752634525,
0.07516452670097351,
-0.030395107343792915,
0.01435193419456482,
0.03149571642279625,
0.027492519468069077
] | 0.182343 |
# 语音唤醒与按键通话 ## 模式 - \*\*唤醒词模式\*\*（默认）：常驻语音识别器等待触发词（`swabbleTriggerWords`）。匹配时开始捕获，显示带有部分文本的悬浮窗，并在静默后自动发送。 - \*\*按键通话（按住右 Option 键）\*\*：按住右 Option 键立即开始捕获——无需触发词。按住时显示悬浮窗；松开后延迟片刻再最终转发，以便你可以调整文本。 ## 运行时行为（唤醒词） - 语音识别器位于 `VoiceWakeRuntime` 中。 - 仅当唤醒词和下一个词之间有\*\*明显停顿\*\*（约 0.55 秒间隔）时才触发。悬浮窗/提示音可以在命令开始前的停顿时就启动。 - 静默窗口：语音流畅时为 2.0 秒，如果只听到触发词则为 5.0 秒。 - 硬性停止：120 秒，防止会话失控。 - 会话间去抖动：350 毫秒。 - 悬浮窗通过 `VoiceWakeOverlayController` 驱动，带有已提交/临时状态的颜色区分。 - 发送后，识别器干净地重启以监听下一个触发词。 ## 生命周期不变量 - 如果启用了语音唤醒且权限已授予，唤醒词识别器应该处于监听状态（除非正在进行显式的按键通话捕获）。 - 悬浮窗可见性（包括通过 X 按钮手动关闭）绝不能阻止识别器恢复。 ## 悬浮窗卡住的故障模式（之前的问题） 之前，如果悬浮窗卡在可见状态且你手动关闭它，语音唤醒可能会显得"失效"，因为运行时的重启尝试可能被悬浮窗可见性阻止，且没有安排后续重启。 加固措施： - 唤醒运行时重启不再被悬浮窗可见性阻止。 - 悬浮窗关闭完成时通过 `VoiceSessionCoordinator` 触发 `VoiceWakeRuntime.refresh(...)`，因此手动点击 X 关闭总是会恢复监听。 ## 按键通话细节 - 热键检测使用全局 `.flagsChanged` 监视器检测\*\*右 Option 键\*\*（`keyCode 61` + `.option`）。我们只观察事件（不拦截）。 - 捕获管道位于 `VoicePushToTalk` 中：立即启动语音识别，将部分结果流式传输到悬浮窗，并在松开时调用 `VoiceWakeForwarder`。 - 按键通话开始时，我们暂停唤醒词运行时以避免音频采集冲突；松开后自动重启。 - 权限：需要麦克风 + 语音识别权限；查看事件需要辅助功能/输入监控批准。 - 外接键盘：某些键盘可能无法按预期暴露右 Option 键——如果用户报告未响应，提供备用快捷键。 ## 面向用户的设置 - \*\*语音唤醒\*\*开关：启用唤醒词运行时。 - \*\*按住 Cmd+Fn 说话\*\*：启用按键通话监视器。在 macOS < 26 上禁用。 - 语言和麦克风选择器、实时电平指示器、触发词表、测试器（仅本地；不转发）。 - 麦克风选择器在设备断开时保留上次选择，显示断开提示，并临时回退到系统默认设备直到设备恢复。 - \*\*声音\*\*：触发检测和发送时的提示音；默认为 macOS"Glass"系统声音。你可以为每个事件选择任何 `NSSound` 可加载的文件（例如 MP3/WAV/AIFF）或选择\*\*无声音\*\*。 ## 转发行为 - 启用语音唤醒时，转录文本被转发到活动的 Gateway 网关/智能体（与 Mac 应用其他部分使用相同的本地/远程模式）。 - 回复被投递到\*\*上次使用的主提供商\*\*（WhatsApp/Telegram/Discord/WebChat）。如果投递失败，错误会被记录，运行记录仍可通过 WebChat/会话日志查看。 ## 转发负载 - `VoiceWakeForwarder.prefixedTranscript(\_:)` 在发送前添加机器提示前缀。唤醒词和按键通话路径共享此方法。 ## 快速验证 - 开启按键通话，按住 Cmd+Fn，说话，松开：悬浮窗应显示部分结果然后发送。 - 按住时，菜单栏耳朵图标应保持放大状态（使用 `triggerVoiceEars(ttl:nil)`）；松开后恢复。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/voicewake.md | main | opebclaw | [
-0.07883670926094055,
0.07172530144453049,
0.04376043379306793,
-0.05101217329502106,
-0.0074905334040522575,
0.022061316296458244,
0.07346542924642563,
0.0396084263920784,
-0.012839416041970253,
0.015052991919219494,
0.14426609873771667,
-0.08228404819965363,
0.04586660489439964,
0.014260505326092243,
-0.015362815000116825,
0.009621751494705677,
-0.04599623382091522,
0.021447334438562393,
-0.045112092047929764,
0.01632262021303177,
-0.03197623789310455,
-0.013785626739263535,
0.00834167841821909,
0.023765068501234055,
0.03387563303112984,
0.05701974779367447,
-0.04682458937168121,
-0.028441647067666054,
0.050631750375032425,
-0.029577067121863365,
-0.05956064537167549,
0.1009153500199318,
-0.019391821697354317,
-0.031178001314401627,
0.12400832772254944,
0.08512090146541595,
0.03161546587944031,
-0.0009209695272147655,
0.01995375007390976,
0.05477330833673477,
-0.05466826632618904,
-0.03384023904800415,
-0.055799514055252075,
-0.04424870014190674,
0.0025217330548912287,
0.04057875648140907,
-0.03082882985472679,
0.03574253246188164,
-0.12185943126678467,
-0.00749766593798995,
-0.028078338131308556,
-0.007641476113349199,
0.022997697815299034,
-0.03873484581708908,
-0.049822308123111725,
-0.07250584661960602,
0.012336122803390026,
-0.010896649211645126,
-0.01616762951016426,
-0.06028490141034126,
-0.06410274654626846,
0.01616959273815155,
-0.030722815543413162,
-0.017889102920889854,
-0.08637052774429321,
0.02751721814274788,
0.008434442803263664,
0.005936194211244583,
0.027012348175048828,
0.07991234213113785,
-0.06274436414241791,
0.007653011474758387,
0.022417645901441574,
0.05326208099722862,
-0.01812610775232315,
-0.02366839349269867,
0.0717647522687912,
0.020740346983075142,
-0.04414936527609825,
-0.13468900322914124,
-0.0681939646601677,
-0.044649962335824966,
0.04465961456298828,
0.009327754378318787,
-0.051368147134780884,
0.04309092462062836,
-0.09372342377901077,
-0.016565416008234024,
0.11082960665225983,
-0.055566512048244476,
0.04644565284252167,
-0.011216284707188606,
0.01232847385108471,
0.003853975795209408,
0.05966584384441376,
-0.008363446220755577,
-0.032185375690460205,
0.06505628675222397,
0.010645486414432526,
-0.0035732027608901262,
0.008111471310257912,
-0.05910088121891022,
-0.05929823964834213,
-0.02671722322702408,
-0.031073715537786484,
-0.08575699478387833,
-0.06253011524677277,
-0.10359405726194382,
0.07255616039037704,
0.0590062215924263,
-0.008395662531256676,
-0.04987376183271408,
0.04498428851366043,
-0.08167803287506104,
-0.017345136031508446,
0.08120835572481155,
-0.03396732360124588,
-0.05532762408256531,
0.0010348318610340357,
-0.042266618460416794,
0.01794184371829033,
0.006090319249778986,
-0.06375112384557724,
-0.06310220807790756,
-0.04778730496764183,
-0.009886564686894417,
0.13101641833782196,
1.651823579887687e-33,
-0.0230092816054821,
0.01014846470206976,
0.003644342068582773,
-0.0677606537938118,
0.056489504873752594,
-0.06897716969251633,
-0.01296293456107378,
-0.0020806530956178904,
-0.011534537188708782,
0.019072407856583595,
-0.018062546849250793,
-0.0116698844358325,
-0.05697987601161003,
0.027096694335341454,
-0.06935114413499832,
-0.04255840927362442,
-0.00019263045396655798,
-0.017152436077594757,
-0.004055974539369345,
-0.052812784910202026,
0.09282577782869339,
-0.05261312425136566,
0.017572365701198578,
-0.006319683510810137,
-0.008914297446608543,
0.06711699068546295,
0.06397838890552521,
-0.03202372416853905,
-0.01170420553535223,
0.029764223843812943,
-0.012879325076937675,
-0.0860973373055458,
0.001971386605873704,
-0.0017622578889131546,
-0.09451049566268921,
-0.0153429564088583,
-0.003437487641349435,
-0.026903487741947174,
-0.004404941573739052,
-0.005270084366202354,
-0.07905351370573044,
-0.005092555657029152,
0.018763989210128784,
-0.021599935367703438,
0.017903348430991173,
-0.03725147992372513,
-0.06657275557518005,
-0.01930011622607708,
0.10102757066488266,
-0.04800061136484146,
-0.05148515850305557,
0.056205932050943375,
-0.005311812274158001,
-0.009629964828491211,
0.06394486129283905,
-0.022374704480171204,
-0.10363803058862686,
0.03781697154045105,
-0.018802683800458908,
-0.019666455686092377,
0.03693408519029617,
0.054106537252664566,
0.05088064819574356,
0.021543843671679497,
0.09455430507659912,
0.027946777641773224,
-0.043701667338609695,
-0.02249554730951786,
0.03025178238749504,
-0.11741714179515839,
-0.1014031395316124,
-0.022324776276946068,
0.04675090312957764,
0.0065156081691384315,
-0.01803840883076191,
-0.07154606282711029,
0.014580328948795795,
0.03351108357310295,
0.10163764655590057,
-0.10502705723047256,
-0.07850058376789093,
-0.06064896658062935,
-0.019613122567534447,
-0.009081798605620861,
-0.014364620670676231,
-0.027508974075317383,
0.08139848709106445,
-0.044926028698682785,
-0.069367915391922,
0.022595318034291267,
-0.10326915234327316,
0.005376375745981932,
-0.023322951048612595,
-0.007479685824364424,
0.024997489526867867,
-9.288465425345887e-33,
0.003319445066154003,
0.05431823059916496,
-0.02060154639184475,
0.022202759981155396,
-0.032786283642053604,
0.0018682776717469096,
0.0450374111533165,
0.053936660289764404,
0.03815979138016701,
0.020076189190149307,
-0.10040705651044846,
-0.0061885034665465355,
-0.06787870824337006,
0.034768253564834595,
-0.004584833979606628,
0.029968073591589928,
0.015222417190670967,
0.1210145354270935,
-0.0013913100119680166,
0.048362597823143005,
0.019119758158922195,
0.014457614161074162,
-0.15813320875167847,
0.003017890965566039,
-0.010376517660915852,
0.029715795069932938,
0.039279915392398834,
-0.04053538292646408,
-0.000393026159144938,
0.01359725371003151,
-0.028859708458185196,
-0.00020665735064540058,
-0.07502363622188568,
0.0885474756360054,
-0.05559011176228523,
-0.14574292302131653,
0.09622430801391602,
0.027287311851978302,
-0.0740460678935051,
-0.04485280066728592,
0.06818224489688873,
-0.0027019521221518517,
0.014123340137302876,
-0.08355884999036789,
-0.0016490594716742635,
0.010281062684953213,
-0.08358963578939438,
-0.06347949802875519,
-0.06044302135705948,
-0.06002093479037285,
0.06466737389564514,
-0.05003666505217552,
0.016370566561818123,
0.02083202265202999,
-0.04115062952041626,
0.035567574203014374,
-0.023910781368613243,
-0.12407079339027405,
-0.028700271621346474,
-0.028885124251246452,
0.01523358840495348,
0.04542353376746178,
-0.04276648163795471,
0.020534981042146683,
0.05227449908852577,
0.05290379375219345,
0.01614213176071644,
-0.007277755066752434,
0.03534883260726929,
-0.11920926719903946,
0.018327388912439346,
0.001477400423027575,
0.03642350062727928,
-0.10158732533454895,
0.040180619806051254,
0.08017311245203018,
-0.03213803097605705,
0.034592676907777786,
-0.03421618789434433,
-0.03711104765534401,
0.03372308611869812,
-0.010256429202854633,
-0.014824585989117622,
0.0750546008348465,
-0.051202911883592606,
0.003179052611812949,
-0.045731302350759506,
0.04646977782249451,
0.004534616135060787,
-0.04414290189743042,
-0.024778539314866066,
0.015344197861850262,
0.02112855762243271,
0.0606321357190609,
0.06370611488819122,
-5.4466283927467884e-8,
-0.042713407427072525,
-0.04765719920396805,
-0.03134535253047943,
-0.07305080443620682,
0.012093466706573963,
-0.02162603661417961,
-0.04938407242298126,
-0.053560879081487656,
-0.03944201022386551,
-0.05277199298143387,
0.04490289092063904,
-0.048984870314598083,
-0.07576707750558853,
0.01304349210113287,
-0.055589351803064346,
-0.041856978088617325,
-0.08328510820865631,
0.030961772426962852,
-0.014795570634305477,
-0.09161953628063202,
-0.053492188453674316,
0.04040537402033806,
0.04848938435316086,
-0.07526859641075134,
-0.05161614343523979,
0.07954010367393494,
-0.04165162891149521,
0.03870995715260506,
-0.04187813773751259,
0.023499589413404465,
-0.022728892043232918,
0.04621722176671028,
0.05655675381422043,
0.0022871321998536587,
0.025624161586165428,
-0.040721870958805084,
0.05145751312375069,
-0.012327090837061405,
-0.008122230879962444,
0.02355453185737133,
-0.000960599456448108,
-0.05883341282606125,
-0.05928618460893631,
0.017319206148386,
0.13489793241024017,
-0.0879526361823082,
0.02329963445663452,
-0.03336231783032417,
0.02522474154829979,
0.005143691785633564,
-0.000547415460459888,
0.0007982797105796635,
0.08628736436367035,
-0.052936144173145294,
0.02249523624777794,
0.03175405040383339,
-0.012842793948948383,
-0.030764808878302574,
-0.010013675317168236,
0.08885146677494049,
0.05801525339484215,
0.0030398566741496325,
0.029281815513968468,
0.021730763837695122
] | 0.031419 |
# OpenClaw macOS 发布（Sparkle） 本应用现已支持 Sparkle 自动更新。发布构建必须经过 Developer ID 签名、压缩，并发布包含签名的 appcast 条目。 ## 前提条件 - 已安装 Developer ID Application 证书（示例：`Developer ID Application: ()`）。 - 环境变量 `SPARKLE\_PRIVATE\_KEY\_FILE` 已设置为 Sparkle ed25519 私钥路径（公钥已嵌入 Info.plist）。如果缺失，请检查 `~/.profile`。 - 用于 `xcrun notarytool` 的公证凭据（钥匙串配置文件或 API 密钥），以实现通过 Gatekeeper 安全分发的 DMG/zip。 - 我们使用名为 `openclaw-notary` 的钥匙串配置文件，由 shell 配置文件中的 App Store Connect API 密钥环境变量创建： - `APP\_STORE\_CONNECT\_API\_KEY\_P8`、`APP\_STORE\_CONNECT\_KEY\_ID`、`APP\_STORE\_CONNECT\_ISSUER\_ID` - `echo "$APP\_STORE\_CONNECT\_API\_KEY\_P8" | sed 's/\\n/\n/g' > /tmp/openclaw-notary.p8` - `xcrun notarytool store-credentials "openclaw-notary" --key /tmp/openclaw-notary.p8 --key-id "$APP\_STORE\_CONNECT\_KEY\_ID" --issuer "$APP\_STORE\_CONNECT\_ISSUER\_ID"` - 已安装 `pnpm` 依赖（`pnpm install --config.node-linker=hoisted`）。 - Sparkle 工具通过 SwiftPM 自动获取，位于 `apps/macos/.build/artifacts/sparkle/Sparkle/bin/`（`sign\_update`、`generate\_appcast` 等）。 ## 构建与打包 注意事项： - `APP\_BUILD` 映射到 `CFBundleVersion`/`sparkle:version`；保持纯数字且单调递增（不含 `-beta`），否则 Sparkle 会将其视为相同版本。 - 默认为当前架构（`$(uname -m)`）。对于发布/通用构建，设置 `BUILD\_ARCHS="arm64 x86\_64"`（或 `BUILD\_ARCHS=all`）。 - 使用 `scripts/package-mac-dist.sh` 生成发布产物（zip + DMG + 公证）。使用 `scripts/package-mac-app.sh` 进行本地/开发打包。 ```bash # 从仓库根目录运行；设置发布 ID 以启用 Sparkle 订阅源。 # APP\_BUILD 必须为纯数字且单调递增，以便 Sparkle 正确比较。 BUNDLE\_ID=bot.molt.mac \ APP\_VERSION=2026.1.27-beta.1 \ APP\_BUILD="$(git rev-list --count HEAD)" \ BUILD\_CONFIG=release \ SIGN\_IDENTITY="Developer ID Application: ()" \ scripts/package-mac-app.sh # 打包用于分发的 zip（包含资源分支以支持 Sparkle 增量更新） ditto -c -k --sequesterRsrc --keepParent dist/OpenClaw.app dist/OpenClaw-2026.1.27-beta.1.zip # 可选：同时构建适合用户使用的样式化 DMG（拖拽到 /Applications） scripts/create-dmg.sh dist/OpenClaw.app dist/OpenClaw-2026.1.27-beta.1.dmg # 推荐：构建 + 公证/装订 zip + DMG # 首先，创建一次钥匙串配置文件： # xcrun notarytool store-credentials "openclaw-notary" \ # --apple-id "" --team-id "" --password "" NOTARIZE=1 NOTARYTOOL\_PROFILE=openclaw-notary \ BUNDLE\_ID=bot.molt.mac \ APP\_VERSION=2026.1.27-beta.1 \ APP\_BUILD="$(git rev-list --count HEAD)" \ BUILD\_CONFIG=release \ SIGN\_IDENTITY="Developer ID Application: ()" \ scripts/package-mac-dist.sh # 可选：随发布一起提供 dSYM ditto -c -k --keepParent apps/macos/.build/release/OpenClaw.app.dSYM dist/OpenClaw-2026.1.27-beta.1.dSYM.zip ``` ## Appcast 条目 使用发布说明生成器，以便 Sparkle 渲染格式化的 HTML 说明： ```bash SPARKLE\_PRIVATE\_KEY\_FILE=/path/to/ed25519-private-key scripts/make\_appcast.sh dist/OpenClaw-2026.1.27-beta.1.zip https://raw.githubusercontent.com/openclaw/openclaw/main/appcast.xml ``` 从 `CHANGELOG.md`（通过 [`scripts/changelog-to-html.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/changelog-to-html.sh)）生成 HTML 发布说明，并将其嵌入 appcast 条目。 发布时，将更新后的 `appcast.xml` 与发布资源（zip + dSYM）一起提交。 ## 发布与验证 - 将 `OpenClaw-2026.1.27-beta.1.zip`（和 `OpenClaw-2026.1.27-beta.1.dSYM.zip`）上传到标签 `v2026.1.27-beta.1` 对应的 GitHub 发布。 - 确保原始 appcast URL 与内置的订阅源匹配：`https://raw.githubusercontent.com/openclaw/openclaw/main/appcast.xml`。 - 完整性检查： - `curl -I https://raw.githubusercontent.com/openclaw/openclaw/main/appcast.xml` 返回 200。 - `curl -I ` 在资源上传后返回 200。 - 在之前的公开构建版本上，从 About 选项卡运行"Check for Updates…"，验证 Sparkle 能正常安装新构建。 完成定义：已签名的应用 + appcast 已发布，从旧版本的更新流程正常工作，且发布资源已附加到 GitHub 发布。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/release.md | main | opebclaw | [
-0.06401175260543823,
0.021151917055249214,
-0.04895086586475372,
-0.08691971749067307,
-0.006893870420753956,
-0.05666298791766167,
0.05700397863984108,
0.07377654314041138,
0.0014736761804670095,
-0.022627005353569984,
0.12151533365249634,
-0.0414021797478199,
0.0887664258480072,
-0.07286874949932098,
0.019074859097599983,
0.08445057272911072,
-0.08327093720436096,
0.027316300198435783,
-0.02866518497467041,
0.02730964682996273,
-0.015527295880019665,
0.035712942481040955,
0.025739748030900955,
-0.009823945350944996,
-0.02619035355746746,
-0.001649076002649963,
-0.04436046630144119,
0.07057878375053406,
-0.05437260866165161,
-0.005030887201428413,
0.045536816120147705,
0.08017387241125107,
0.024701302871108055,
-0.017229553312063217,
0.1748114675283432,
0.06354107707738876,
0.05511631444096565,
-0.04371902719140053,
-0.06181240454316139,
-0.010473644360899925,
0.008077347651124,
-0.014234100468456745,
-0.06224154680967331,
0.0228030476719141,
-0.023855267092585564,
-0.02967972122132778,
0.01146058738231659,
-0.060626812279224396,
-0.0685887560248375,
0.020022273063659668,
-0.1205764189362526,
-0.00943767186254263,
-0.05065887048840523,
0.013352607376873493,
0.060968127101659775,
0.01945733278989792,
-0.028155948966741562,
0.04576694220304489,
0.02601068839430809,
-0.02496148832142353,
0.05356957018375397,
0.059892669320106506,
-0.017344968393445015,
0.027410222217440605,
-0.10478384047746658,
0.06261084228754044,
-0.08340753614902496,
-0.022540844976902008,
0.0035033898893743753,
-0.12064105272293091,
-0.012528186663985252,
-0.003004055470228195,
-0.028299054130911827,
-0.034383125603199005,
-0.0769815444946289,
-0.01830400340259075,
0.022572748363018036,
0.03005623258650303,
-0.08352620154619217,
-0.10943948477506638,
-0.04684905707836151,
-0.020912963896989822,
0.03859561309218407,
0.06441184878349304,
-0.04847151041030884,
0.0994286835193634,
-0.04319944605231285,
-0.07215490937232971,
0.0386020764708519,
0.07963423430919647,
0.06198471412062645,
-0.040440697222948074,
-0.004894869402050972,
-0.005998494103550911,
0.016217881813645363,
-0.016645105555653572,
0.06405322253704071,
0.05299080163240433,
-0.05868849530816078,
0.06129739433526993,
-0.03463868051767349,
-0.04405482858419418,
-0.014790450222790241,
-0.024357909336686134,
0.00795360654592514,
0.024457385763525963,
0.019137389957904816,
-0.019674642011523247,
0.01509549655020237,
0.0038086753338575363,
-0.0010835165157914162,
-0.09863583743572235,
-0.047244779765605927,
-0.07387954741716385,
-0.03589240834116936,
0.054848723113536835,
-0.05990927666425705,
0.02317124232649803,
-0.03175264969468117,
0.023543957620859146,
0.07628078013658524,
-0.013695759698748589,
-0.11633468419313431,
-0.056722719222307205,
-0.07531711459159851,
-0.008059811778366566,
0.0733458399772644,
2.1170778154584173e-33,
-0.021228468045592308,
-0.04287762567400932,
-0.043085772544145584,
-0.0083372937515378,
0.0678519755601883,
-0.12103422731161118,
0.055107247084379196,
-0.007551938761025667,
-0.12412509322166443,
0.03552135080099106,
0.0062887296080589294,
0.00678566750138998,
-0.09205316752195358,
0.028270434588193893,
-0.04908240959048271,
-0.02055671066045761,
0.006783624179661274,
0.008310176432132721,
0.027238884940743446,
-0.03163764998316765,
0.020191386342048645,
0.002248611534014344,
-0.044893521815538406,
-0.03360329568386078,
-0.05985713750123978,
0.09435611963272095,
0.05800281837582588,
-0.03553307428956032,
0.06982356309890747,
0.020899387076497078,
0.04987801983952522,
-0.0536528080701828,
0.010303032584488392,
0.03384488821029663,
-0.06175932288169861,
-0.0665687844157219,
0.004051854833960533,
-0.016608279198408127,
-0.08613210916519165,
-0.007235455792397261,
-0.025635862722992897,
-0.013682682067155838,
-0.008993489667773247,
0.012342129833996296,
0.07374222576618195,
-0.003951957914978266,
-0.0505928210914135,
0.0126614635810256,
0.053807005286216736,
-0.00770678510889411,
-0.051495783030986786,
0.00973415095359087,
0.002050837967544794,
0.09103135019540787,
-0.023162608966231346,
-0.05202993005514145,
-0.11372510343790054,
-0.04322230443358421,
-0.06414046138525009,
-0.08550292998552322,
0.0013127756537869573,
0.05985942855477333,
-0.009019524790346622,
0.010271559469401836,
0.07704874128103256,
-0.055169761180877686,
0.06590181589126587,
-0.032941024750471115,
0.04267894849181175,
-0.024867862462997437,
-0.09965565800666809,
0.01728757843375206,
0.0865614116191864,
0.02796906977891922,
-0.05483374744653702,
-0.08339928835630417,
0.007605488877743483,
0.047258131206035614,
0.021197771653532982,
-0.041447240859270096,
0.014988590031862259,
-0.03806360065937042,
-0.07493354380130768,
-0.010008987039327621,
-0.04112239554524422,
0.11820855736732483,
0.03654635325074196,
0.04156388342380524,
-0.007875463925302029,
0.03338279575109482,
-0.024919919669628143,
-0.012062263675034046,
-0.051971130073070526,
-0.01563268154859543,
-0.08693097531795502,
-6.984535435984575e-33,
0.04905490577220917,
-0.069962278008461,
-0.013098674826323986,
-0.048689134418964386,
0.031073270365595818,
0.0014945357106626034,
0.0235016830265522,
0.019382763653993607,
0.014958281069993973,
-0.003227021312341094,
-0.05006570741534233,
0.061535101383924484,
0.02911580353975296,
-0.05803883075714111,
0.04558524116873741,
0.06032349914312363,
-0.004621637519448996,
0.035149309784173965,
-0.054429374635219574,
0.02075798623263836,
-0.03845320641994476,
0.035225216299295425,
-0.07964012771844864,
0.060297660529613495,
-0.002113157883286476,
-0.03237359598278999,
0.011727627366781235,
0.02860303409397602,
0.000013076724826532882,
0.01924540475010872,
0.036114659160375595,
0.06532242894172668,
-0.11183556169271469,
0.08019550144672394,
-0.049705736339092255,
-0.051682110875844955,
-0.019950561225414276,
-0.003410913748666644,
-0.012026705779135227,
-0.005792859476059675,
0.019850827753543854,
-0.0431944876909256,
-0.014062664471566677,
-0.061156902462244034,
0.002349616028368473,
0.04903962090611458,
-0.0023808132391422987,
-0.029674574732780457,
-0.05941607803106308,
-0.030351972207427025,
0.11671515554189682,
0.011238135397434235,
-0.02570459246635437,
-0.022595815360546112,
0.07356026768684387,
0.07842174917459488,
0.038007404655218124,
-0.05437679961323738,
-0.09357457607984543,
-0.07192125916481018,
0.11138815432786942,
0.007239237893372774,
-0.0051895021460950375,
0.03282715380191803,
-0.0127725126221776,
-0.013617215678095818,
-0.016149776056408882,
0.01571221463382244,
-0.03956494480371475,
-0.07451372593641281,
-0.0047040642239153385,
-0.037580668926239014,
0.03597770258784294,
-0.0790506973862648,
0.024541161954402924,
0.024272236973047256,
-0.04218888282775879,
-0.008429118432104588,
-0.02774428389966488,
0.06109146028757095,
0.048402510583400726,
0.06798064708709717,
0.05078161880373955,
0.06998953968286514,
-0.03244830295443535,
-0.0641159936785698,
0.046181563287973404,
0.09105101972818375,
-0.01041231770068407,
-0.0337587408721447,
-0.04034979268908501,
0.05322446674108505,
0.025146478787064552,
0.021738914772868156,
0.03768370300531387,
-5.0429243003691226e-8,
-0.06146158650517464,
-0.11567064374685287,
-0.11506668478250504,
-0.03562626987695694,
-0.006142497528344393,
-0.008414148353040218,
-0.03554600849747658,
0.019945058971643448,
-0.0000756660447223112,
-0.04404604062438011,
0.05130095034837723,
-0.030326906591653824,
-0.14755304157733917,
-0.00348295783624053,
-0.10702017694711685,
-0.036198925226926804,
0.014905733056366444,
0.05276419594883919,
0.042110420763492584,
-0.0806797668337822,
-0.019022967666387558,
0.028048992156982422,
0.012133327312767506,
-0.05230678245425224,
-0.030125275254249573,
0.027415644377470016,
0.006633105222135782,
-0.004619576036930084,
-0.05770061910152435,
0.012613588012754917,
0.018969746306538582,
-0.04931218549609184,
0.06808299571275711,
-0.06034637615084648,
0.05416571721434593,
0.0414142906665802,
0.04488327354192734,
0.023541243746876717,
0.01583288051187992,
-0.01372430007904768,
0.04173777997493744,
-0.06316014379262924,
-0.007896509021520615,
0.006948871538043022,
-0.01823732815682888,
-0.04914622753858566,
0.08130215108394623,
0.037007320672273636,
0.05516757071018219,
-0.021531909704208374,
0.015630632638931274,
-0.03380550444126129,
0.04818999394774437,
-0.07938682287931442,
-0.005951752886176109,
0.10195513069629669,
0.00022017565788701177,
0.013209234923124313,
-0.033118147403001785,
0.039148323237895966,
0.040469132363796234,
0.01056893914937973,
0.01831914111971855,
0.04860755428671837
] | 0.045349 |
# Skills（macOS） macOS 应用通过 Gateway 网关展示 OpenClaw Skills；它不会在本地解析 Skills。 ## 数据来源 - `skills.status`（Gateway 网关）返回所有 Skills 以及资格和缺失的要求 （包括内置 Skills 的允许列表阻止情况）。 - 要求来源于每个 `SKILL.md` 中的 `metadata.openclaw.requires`。 ## 安装操作 - `metadata.openclaw.install` 定义安装选项（brew/node/go/uv）。 - 应用调用 `skills.install` 在 Gateway 网关主机上运行安装器。 - 当提供多个安装器时，Gateway 网关仅展示一个首选安装器 （如果可用则使用 brew，否则使用来自 `skills.install` 的 node 管理器，默认 npm）。 ## 环境变量/API 密钥 - 应用将密钥存储在 `~/.openclaw/openclaw.json` 的 `skills.entries.` 下。 - `skills.update` 更新 `enabled`、`apiKey` 和 `env`。 ## 远程模式 - 安装 + 配置更新发生在 Gateway 网关主机上（不是本地 Mac）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/skills.md | main | opebclaw | [
-0.02995580993592739,
0.005134923849254847,
-0.06808032095432281,
0.006684086285531521,
0.012014161795377731,
-0.07306027412414551,
-0.05928608030080795,
-0.008887686766684055,
-0.04000743106007576,
-0.0453949011862278,
0.07929003238677979,
-0.08304912596940994,
0.03085891343653202,
-0.019167838618159294,
0.04948577284812927,
0.09425409138202667,
-0.05155494064092636,
-0.01230195164680481,
0.05299476534128189,
-0.04260972514748573,
-0.0027656692545861006,
0.028816893696784973,
0.041741710156202316,
-0.024704547598958015,
-0.04184609279036522,
0.023150118067860603,
-0.03978661447763443,
0.04046831279993057,
-0.021554261445999146,
-0.0031365130562335253,
0.034491878002882004,
0.08095589280128479,
-0.04850950464606285,
-0.01898498460650444,
0.1255769580602646,
0.12133637070655823,
0.029230395331978798,
-0.08394753187894821,
-0.0928010642528534,
-0.02759174443781376,
0.05316072702407837,
0.03499841317534447,
-0.0006615863530896604,
-0.06423136591911316,
-0.017045922577381134,
-0.05069509893655777,
-0.02091025933623314,
-0.12294913083314896,
0.0024600515607744455,
0.010106161236763,
-0.0952177345752716,
-0.1126607209444046,
0.012864734046161175,
-0.07602604478597641,
0.03989240154623985,
0.031368859112262726,
-0.031087785959243774,
0.0037307580932974815,
0.020869208499789238,
-0.014173733070492744,
0.026519130915403366,
-0.01418626494705677,
-0.030095171183347702,
0.010338125750422478,
-0.12056753784418106,
0.0420282781124115,
-0.10202590376138687,
-0.0032359762117266655,
-0.014858195558190346,
-0.044686492532491684,
0.0023393749725073576,
-0.02523680403828621,
-0.036088597029447556,
-0.024729570373892784,
-0.020113760605454445,
0.008859777823090553,
0.03869961202144623,
-0.029324505478143692,
-0.0811401903629303,
-0.09029433876276016,
-0.08813238888978958,
0.01161133497953415,
-0.00829240120947361,
0.08917300403118134,
-0.0274625513702631,
0.164113387465477,
-0.051763586699962616,
0.0031918492168188095,
0.09034460037946701,
0.047694478183984756,
0.014585665427148342,
-0.08467410504817963,
-0.07325998693704605,
-0.007670023012906313,
0.03485412895679474,
0.018068335950374603,
0.05073881894350052,
0.05537182465195656,
-0.0884237140417099,
0.048413947224617004,
-0.06766503304243088,
-0.05588114261627197,
-0.012055784463882446,
0.013322730548679829,
-0.0020619709976017475,
0.06745779514312744,
-0.012700800783932209,
0.06904178857803345,
0.06725403666496277,
0.027719002217054367,
0.002312463242560625,
-0.009359490126371384,
-0.028364671394228935,
-0.04570995271205902,
-0.07205475121736526,
0.08358227461576462,
-0.010157767683267593,
-0.09603224694728851,
-0.016513412818312645,
0.06607069075107574,
0.06316469609737396,
0.004986424930393696,
-0.05993421748280525,
-0.004759251605719328,
0.01359499990940094,
-0.024013374000787735,
0.09081238508224487,
-5.123475698360444e-34,
0.0383150540292263,
-0.0811084434390068,
-0.009071609005331993,
0.0040031420066952705,
0.1491646021604538,
-0.10432421416044235,
0.07993416488170624,
-0.0297855157405138,
-0.09650836884975433,
0.010432724840939045,
-0.038875456899404526,
-0.0028643745463341475,
-0.12650924921035767,
-0.0022842194885015488,
-0.026807477697730064,
-0.08066501468420029,
-0.0006227507255971432,
-0.00937137845903635,
0.022442229092121124,
-0.010340746492147446,
0.04368724673986435,
-0.03499573841691017,
-0.011313791386783123,
-0.005620150361210108,
-0.0611252523958683,
0.0795416608452797,
0.04338715225458145,
-0.03239130228757858,
0.03489711135625839,
0.027422670274972916,
0.07561295479536057,
-0.013545231893658638,
-0.044150132685899734,
0.030798055231571198,
-0.07569415122270584,
0.007898906245827675,
-0.015032564289867878,
0.001060179783962667,
-0.07784811407327652,
-0.0003177432809025049,
-0.03657468780875206,
0.02030612900853157,
0.006692597642540932,
-0.025792337954044342,
0.043077412992715836,
-0.0713103786110878,
-0.05278487130999565,
0.03742709755897522,
0.0830458551645279,
0.04607037082314491,
-0.06381536275148392,
0.05396271124482155,
0.038652434945106506,
-0.008397188037633896,
-0.0037849314976483583,
-0.02607525885105133,
-0.055219750851392746,
0.0504392609000206,
-0.05426611751317978,
-0.06856854259967804,
0.036335211247205734,
0.050953879952430725,
-0.007011279929429293,
0.00765331881120801,
0.10107570886611938,
0.04024142026901245,
0.023854529485106468,
0.0048262206837534904,
0.034363582730293274,
-0.0025648819282650948,
-0.07249123603105545,
-0.040714822709560394,
0.07028955221176147,
0.05758512392640114,
-0.030296670272946358,
-0.06957508623600006,
-0.00819807406514883,
-0.04859544709324837,
0.028305770829319954,
0.005890427622944117,
-0.011800744570791721,
-0.03239491581916809,
-0.05815592780709267,
0.006980742793530226,
0.016448652371764183,
0.07550566643476486,
0.04224027693271637,
0.035395778715610504,
-0.00356073840521276,
0.06613221764564514,
-0.029167165979743004,
0.008212235756218433,
-0.05937996134161949,
-0.01756647229194641,
-0.09928209334611893,
-4.868154835612989e-33,
0.00518086226657033,
-0.022804804146289825,
-0.020667826756834984,
0.007125639822334051,
0.011705483309924603,
-0.03197859972715378,
0.02515067532658577,
0.006425621919333935,
0.01871602237224579,
0.038926757872104645,
-0.029606377705931664,
0.07036825269460678,
-0.014845600351691246,
-0.04950116574764252,
0.016281671822071075,
0.030277952551841736,
-0.08576467633247375,
0.06881310045719147,
0.022912506014108658,
0.00836376566439867,
-0.06081394851207733,
0.09300096333026886,
-0.10367535054683685,
0.029392659664154053,
0.014142347499728203,
-0.006101403851062059,
0.03210223838686943,
0.026660367846488953,
-0.0946279987692833,
-0.009335537441074848,
-0.01320531778037548,
0.05438544601202011,
-0.0831582322716713,
0.0957103744149208,
0.009429472498595715,
-0.014641398563981056,
-0.040800172835588455,
0.04213005676865578,
-0.02429473027586937,
0.03691646829247475,
0.04254012182354927,
-0.0697937160730362,
-0.0950859934091568,
-0.03760765120387077,
-0.020359156653285027,
0.034169748425483704,
-0.0533885583281517,
0.013683469966053963,
-0.06320112198591232,
-0.061600521206855774,
0.09410101920366287,
0.025366976857185364,
-0.017869887873530388,
0.009251869283616543,
0.02949507348239422,
0.00578833743929863,
0.04707988724112511,
-0.04766254872083664,
-0.04713624715805054,
-0.10450439900159836,
0.03389687091112137,
-0.04150841385126114,
-0.05312342196702957,
0.026988940313458443,
0.00467754015699029,
-0.0384831577539444,
-0.10441529750823975,
0.016915014013648033,
-0.039948176592588425,
-0.06991256028413773,
-0.0564858615398407,
0.06858687102794647,
0.0770987868309021,
-0.08194319158792496,
0.04007904231548309,
-0.024415697902441025,
-0.05975877493619919,
0.025328809395432472,
-0.03229087218642235,
0.035452838987112045,
0.020697686821222305,
0.06155910715460777,
0.05341975390911102,
0.08647852391004562,
0.03596565127372742,
0.0034638673532754183,
0.051426272839307785,
0.10954370349645615,
-0.008750271052122116,
0.018799051642417908,
-0.01598486304283142,
0.03611661493778229,
-0.03776295855641365,
0.008338084444403648,
-0.05517180263996124,
-5.166039684922907e-8,
-0.0915108174085617,
-0.04985539987683296,
-0.11924447119235992,
0.009099517948925495,
0.02187100052833557,
0.032626911997795105,
0.00731190899387002,
0.0459732823073864,
-0.015773817896842957,
0.029875479638576508,
0.02033107541501522,
-0.005693841725587845,
-0.06653056293725967,
0.00490929652005434,
-0.08525827527046204,
-0.01662381924688816,
-0.017731035128235817,
0.12010086327791214,
0.004581390880048275,
-0.08937503397464752,
-0.010140317492187023,
0.008933794684708118,
-0.003686864161863923,
-0.007349497172981501,
-0.0464465469121933,
-0.04118252173066139,
-0.058845724910497665,
0.003162188222631812,
-0.05614857003092766,
0.006699345074594021,
-0.024758482351899147,
-0.05923895537853241,
0.0188668854534626,
0.0012759488308802247,
0.0566960945725441,
0.022382790222764015,
0.01731441356241703,
0.014488397166132927,
-0.010452678427100182,
-0.026013575494289398,
-0.06251469254493713,
-0.01582326553761959,
-0.04038984328508377,
-0.026353444904088974,
-0.021643158048391342,
0.00045807482092641294,
-0.022319862619042397,
0.08631914854049683,
0.04275206848978996,
0.0030075255781412125,
0.04437154904007912,
-0.072166807949543,
0.03865068033337593,
-0.05419549345970154,
-0.0018293203320354223,
0.04657852277159691,
0.01677759550511837,
-0.07463455945253372,
-0.07246258854866028,
0.010045823641121387,
0.06854046881198883,
0.04205336421728134,
0.05683058127760887,
0.009942694567143917
] | 0.054129 |
# 日志（macOS） ## 滚动诊断文件日志（Debug 面板） OpenClaw 通过 swift-log（默认使用统一日志）路由 macOS 应用日志，并且在需要持久化捕获时可以将本地轮转文件日志写入磁盘。 - 详细级别：\*\*Debug 面板 → Logs → App logging → Verbosity\*\* - 启用：\*\*Debug 面板 → Logs → App logging → "Write rolling diagnostics log (JSONL)"\*\* - 位置：`~/Library/Logs/OpenClaw/diagnostics.jsonl`（自动轮转；旧文件以 `.1`、`.2`、… 为后缀） - 清除：\*\*Debug 面板 → Logs → App logging → "Clear"\*\* 注意事项： - 此功能\*\*默认关闭\*\*。仅在主动调试时启用。 - 该文件包含敏感信息；分享前请先审查内容。 ## macOS 上统一日志的隐私数据 统一日志会屏蔽大部分负载内容，除非子系统选择启用 `privacy -off`。根据 Peter 关于 macOS [日志隐私机制](https://steipete.me/posts/2025/logging-privacy-shenanigans)（2025）的文章，这通过 `/Library/Preferences/Logging/Subsystems/` 中以子系统名称为键的 plist 文件来控制。只有新的日志条目才会应用该标志，因此请在复现问题之前启用它。 ## 为 OpenClaw 启用（`bot.molt`） - 先将 plist 写入临时文件，然后以 root 身份原子性地安装： ```bash cat <<'EOF' >/tmp/bot.molt.plist xml version="1.0" encoding="UTF-8"? DEFAULT-OPTIONS Enable-Private-Data EOF sudo install -m 644 -o root -g wheel /tmp/bot.molt.plist /Library/Preferences/Logging/Subsystems/bot.molt.plist ``` - 无需重启；logd 会很快检测到该文件，但只有新的日志行才会包含隐私负载。 - 使用现有的辅助脚本查看更丰富的输出，例如 `./scripts/clawlog.sh --category WebChat --last 5m`。 ## 调试后禁用 - 移除覆盖配置：`sudo rm /Library/Preferences/Logging/Subsystems/bot.molt.plist`。 - 可选择运行 `sudo log config --reload` 强制 logd 立即丢弃覆盖配置。 - 请注意此数据可能包含电话号码和消息正文；仅在确实需要额外详细信息时才保留该 plist 文件。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/logging.md | main | opebclaw | [
-0.04745294898748398,
0.07158753275871277,
0.009704910218715668,
-0.007368938997387886,
0.007135448046028614,
-0.09760752320289612,
0.08254797756671906,
0.0011904005659744143,
0.009354770183563232,
0.012997970916330814,
0.09998811781406403,
-0.07672958821058273,
0.02633991837501526,
0.03902807831764221,
0.02064279466867447,
0.06451597809791565,
-0.13237044215202332,
0.029830772429704666,
-0.10782960802316666,
-0.008721194230020046,
0.03798842430114746,
0.07859665900468826,
0.02119063213467598,
0.05546463280916214,
-0.010199018754065037,
0.03417733684182167,
-0.04141850769519806,
-0.02599935233592987,
-0.020455775782465935,
-0.003933647647500038,
-0.0669437125325203,
0.08737684041261673,
0.018302226439118385,
0.05093427002429962,
0.12076480686664581,
0.02791927196085453,
0.04214994236826897,
-0.07602814584970474,
-0.025245793163776398,
0.013318547047674656,
-0.03463754430413246,
0.061048608273267746,
-0.0012049407232552767,
-0.03780408948659897,
-0.03192421421408653,
-0.043806042522192,
-0.04134223982691765,
-0.03683476895093918,
-0.05298088490962982,
0.03231391683220863,
-0.050760556012392044,
0.00580964470282197,
-0.014422395266592503,
-0.030489405617117882,
0.017983507364988327,
0.015436023473739624,
-0.012534975074231625,
-0.01748054288327694,
0.006964748725295067,
0.012540636584162712,
-0.017674241214990616,
0.11201976984739304,
-0.10498352348804474,
0.02742045372724533,
-0.03977952152490616,
-0.028110796585679054,
-0.018773222342133522,
0.03297891840338707,
0.020547950640320778,
0.036098185926675797,
-0.07421912997961044,
-0.0283448975533247,
0.022688282653689384,
0.021549642086029053,
-0.04627508670091629,
0.00235513923689723,
0.04547138512134552,
-0.023866143077611923,
-0.10430365055799484,
-0.11487999558448792,
-0.06309498101472855,
-0.04067977890372276,
0.05280347168445587,
0.0857585072517395,
-0.0297622662037611,
0.08154524862766266,
-0.035439733415842056,
0.002302203793078661,
0.09670591354370117,
0.025594886392354965,
-0.010996443219482899,
-0.07269823551177979,
0.03805213049054146,
0.0440455861389637,
-0.0038660354912281036,
0.01275770366191864,
0.06369278579950333,
0.06414228677749634,
-0.05879032239317894,
0.1034531369805336,
0.042275868356227875,
0.026234446093440056,
0.01922166533768177,
0.010404924862086773,
-0.015830369666218758,
-0.036515332758426666,
-0.03122512251138687,
-0.01254375372081995,
-0.014326311647891998,
-0.013331885449588299,
0.0368698388338089,
0.004373485222458839,
-0.036481328308582306,
-0.0511106513440609,
0.03154830262064934,
0.04099291190505028,
-0.027666540816426277,
-0.061298172920942307,
-0.031435295939445496,
0.04616483300924301,
0.14240193367004395,
0.037592969834804535,
-0.12093965709209442,
-0.015189983882009983,
0.012022311799228191,
-0.0001297117560170591,
0.1445719450712204,
1.6711035239510956e-33,
0.04142353683710098,
0.004889387637376785,
0.007074367254972458,
-0.03700389340519905,
0.07817109674215317,
-0.05784565210342407,
-0.035388194024562836,
0.014553528279066086,
-0.051113311201334,
0.030872367322444916,
-0.03163500875234604,
0.03386935591697693,
-0.0531732514500618,
-0.026072481647133827,
-0.020312927663326263,
-0.014934397302567959,
-0.016290200874209404,
-0.010693637654185295,
0.07942678779363632,
0.01728757843375206,
-0.013233204372227192,
0.019750447943806648,
0.004313948564231396,
-0.09060049057006836,
-0.05748194083571434,
0.07023365795612335,
0.06790125370025635,
-0.05650950223207474,
-0.02392425946891308,
0.0475146621465683,
0.06805843859910965,
-0.04652675613760948,
-0.02175837941467762,
0.0177572350949049,
-0.015484018251299858,
-0.010706042870879173,
-0.02760895900428295,
-0.011937335133552551,
-0.04295261949300766,
-0.0000986530285445042,
-0.07734972983598709,
-0.019408900290727615,
-0.1555176079273224,
0.0037666745483875275,
0.03785882517695427,
-0.027117185294628143,
-0.13810200989246368,
-0.042871780693531036,
0.009526580572128296,
-0.03300653398036957,
-0.025517737492918968,
0.0670500174164772,
0.008056214079260826,
-0.011180240660905838,
0.029045667499303818,
-0.002418072195723653,
0.0978313535451889,
-0.095949687063694,
-0.035523176193237305,
-0.04858555272221565,
0.04757656902074814,
-0.012155869044363499,
0.01608612947165966,
-0.02624450996518135,
0.08174683153629303,
0.0035381217021495104,
0.05125190317630768,
0.0032187674660235643,
-0.005699608009308577,
-0.07532990723848343,
-0.10208021849393845,
-0.005193481687456369,
0.08577825129032135,
0.004514379892498255,
-0.037361014634370804,
-0.021257992833852768,
-0.0014782680664211512,
0.02141980454325676,
-0.022992368787527084,
0.0021663911174982786,
-0.004875827115029097,
-0.09887757152318954,
-0.03139286860823631,
0.02951180376112461,
-0.03406645730137825,
0.06199290603399277,
0.026439907029271126,
0.03302881494164467,
-0.04568515345454216,
0.07397628575563431,
-0.1085943803191185,
0.052004069089889526,
0.01630190946161747,
-0.048226192593574524,
-0.053582873195409775,
-5.7289939606331205e-33,
-0.03435082733631134,
0.0023592947982251644,
-0.07061085104942322,
0.013240976259112358,
-0.05351443588733673,
-0.08485576510429382,
0.012289437465369701,
0.07321964204311371,
0.07303519546985626,
0.04316558688879013,
-0.03732065483927727,
-0.006482600700110197,
-0.032755881547927856,
-0.01688956283032894,
0.01901220716536045,
0.07016834616661072,
-0.03962250053882599,
0.07952895760536194,
-0.04684062302112579,
0.05328146740794182,
0.017840446904301643,
0.018478523939847946,
-0.09547030180692673,
0.00552368676289916,
-0.008736612275242805,
-0.016577402129769325,
0.08891376107931137,
-0.017811257392168045,
-0.039619822055101395,
-0.030746767297387123,
0.03763667866587639,
0.0041416301392018795,
-0.04242132604122162,
0.031537190079689026,
-0.00017826688417699188,
-0.06673996895551682,
0.04711058363318443,
-0.028529928997159004,
-0.041057996451854706,
0.015949243679642677,
0.04111373797059059,
0.03317023813724518,
-0.004558475222438574,
-0.018860571086406708,
-0.029062004759907722,
0.043982721865177155,
-0.12139163911342621,
-0.01008558738976717,
-0.0200062096118927,
-0.06427299231290817,
0.08297868818044662,
-0.039326366037130356,
0.01022589486092329,
-0.05668517202138901,
-0.014217977412045002,
0.04143697768449783,
0.00962852779775858,
-0.10600363463163376,
-0.09775786846876144,
-0.020457740873098373,
-0.04802757501602173,
-0.0009377443930134177,
-0.049224529415369034,
-0.01302971038967371,
0.008671159856021404,
-0.07399408519268036,
-0.017587732523679733,
0.03602616861462593,
-0.005717774853110313,
-0.10774102807044983,
0.0071447561495006084,
-0.021829428151249886,
-0.012055842205882072,
-0.021525699645280838,
0.019852984696626663,
0.038971707224845886,
0.004462164361029863,
-0.04932156205177307,
-0.007652699016034603,
0.04693532735109329,
-0.008498365059494972,
0.020550640299916267,
-0.012304523959755898,
0.09812606871128082,
-0.005789253860712051,
-0.054440777748823166,
-0.014334818348288536,
0.10818523913621902,
-0.02166242152452469,
-0.023771854117512703,
0.00943850725889206,
0.0660577192902565,
0.010610542260110378,
0.02225382998585701,
-0.0025213228072971106,
-4.21884998047517e-8,
-0.12410043179988861,
-0.12475418299436569,
-0.05040682852268219,
0.016722166910767555,
0.026580823585391045,
0.0014240371529012918,
-0.012415251694619656,
0.04035518690943718,
0.02773256227374077,
-0.050397709012031555,
-0.001399728236719966,
0.07203971594572067,
-0.1358819603919983,
0.008531779982149601,
-0.07530845701694489,
-0.05154770240187645,
-0.05805855989456177,
0.03639879822731018,
0.01604596897959709,
-0.08626061677932739,
0.051645778119564056,
0.027085714042186737,
0.03229266777634621,
-0.0825519934296608,
-0.07344474643468857,
-0.022422535344958305,
-0.014686064794659615,
0.06992734223604202,
-0.07526686787605286,
-0.061835601925849915,
0.005943578667938709,
0.03138449043035507,
0.018075093626976013,
-0.04780183732509613,
0.03231760114431381,
0.006797675043344498,
0.12194003164768219,
-0.0542277954518795,
-0.04204057157039642,
0.018565542995929718,
0.025743693113327026,
-0.025895217433571815,
-0.011833608150482178,
0.03543549403548241,
0.028903260827064514,
-0.07598540186882019,
0.037410590797662735,
0.030828088521957397,
0.074917733669281,
-0.04844706505537033,
-0.004795229993760586,
-0.01738687790930271,
0.08566614240407944,
-0.03930482268333435,
-0.00725366547703743,
0.031963858753442764,
0.04608280584216118,
-0.04188895970582962,
0.023704536259174347,
0.065826915204525,
0.08702009916305542,
0.02467089146375656,
0.012467248365283012,
0.058412790298461914
] | 0.130856 |
# Mac 签名（调试构建） 此应用通常从 [`scripts/package-mac-app.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/package-mac-app.sh) 构建，该脚本目前会： - 设置稳定的调试 Bundle 标识符：`ai.openclaw.mac.debug` - 使用该 Bundle ID 写入 Info.plist（可通过 `BUNDLE\_ID=...` 覆盖） - 调用 [`scripts/codesign-mac-app.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/codesign-mac-app.sh) 对主二进制文件和应用包进行签名，使 macOS 将每次重新构建视为相同的已签名包，并保留 TCC 权限（通知、辅助功能、屏幕录制、麦克风、语音）。要获得稳定的权限，请使用真实签名身份；临时签名是可选的且不稳定（参阅 [macOS 权限](/platforms/mac/permissions)）。 - 默认使用 `CODESIGN\_TIMESTAMP=auto`；为 Developer ID 签名启用受信任的时间戳。设置 `CODESIGN\_TIMESTAMP=off` 可跳过时间戳（离线调试构建）。 - 将构建元数据注入 Info.plist：`OpenClawBuildTimestamp`（UTC）和 `OpenClawGitCommit`（短哈希），以便"关于"面板可以显示构建信息、git 信息和调试/发布渠道。 - \*\*打包需要 Node 22+\*\*：脚本会运行 TS 构建和 Control UI 构建。 - 从环境变量中读取 `SIGN\_IDENTITY`。将 `export SIGN\_IDENTITY="Apple Development: Your Name (TEAMID)"`（或你的 Developer ID Application 证书）添加到 shell 配置文件中，以始终使用你的证书签名。临时签名需要通过 `ALLOW\_ADHOC\_SIGNING=1` 或 `SIGN\_IDENTITY="-"` 显式启用（不建议用于权限测试）。 - 签名后运行 Team ID 审计，如果应用包内的任何 Mach-O 文件由不同的 Team ID 签名则会失败。设置 `SKIP\_TEAM\_ID\_CHECK=1` 可跳过此检查。 ## 用法 ```bash # 从仓库根目录 scripts/package-mac-app.sh # 自动选择身份；未找到时报错 SIGN\_IDENTITY="Developer ID Application: Your Name" scripts/package-mac-app.sh # 真实证书 ALLOW\_ADHOC\_SIGNING=1 scripts/package-mac-app.sh # 临时签名（权限不会持久化） SIGN\_IDENTITY="-" scripts/package-mac-app.sh # 显式临时签名（同样的限制） DISABLE\_LIBRARY\_VALIDATION=1 scripts/package-mac-app.sh # 仅限开发的 Sparkle Team ID 不匹配解决方案 ``` ### 临时签名注意事项 使用 `SIGN\_IDENTITY="-"`（临时签名）签名时，脚本会自动禁用\*\*强化运行时\*\*（`--options runtime`）。这是为了防止应用在尝试加载不共享相同 Team ID 的嵌入式框架（如 Sparkle）时崩溃。临时签名还会破坏 TCC 权限持久化；参阅 [macOS 权限](/platforms/mac/permissions) 了解恢复步骤。 ## 关于面板的构建元数据 `package-mac-app.sh` 会在包中标记以下信息： - `OpenClawBuildTimestamp`：打包时的 ISO8601 UTC 时间 - `OpenClawGitCommit`：短 git 哈希（不可用时为 `unknown`） "关于"选项卡读取这些键以显示版本、构建日期、git 提交以及是否为调试构建（通过 `#if DEBUG`）。代码更改后运行打包程序以刷新这些值。 ## 原因 TCC 权限与 Bundle 标识符\*和\*代码签名绑定。使用不断变化的 UUID 的未签名调试构建会导致 macOS 在每次重新构建后忘记授权。对二进制文件进行签名（默认临时签名）并保持固定的 Bundle ID/路径（`dist/OpenClaw.app`）可以在构建之间保留授权，与 VibeTunnel 的方案一致。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/signing.md | main | opebclaw | [
-0.10810072720050812,
0.048958513885736465,
-0.039006974548101425,
-0.08055972307920456,
0.01746547408401966,
-0.03312629461288452,
0.03679904341697693,
0.06869632750749588,
-0.0031352464575320482,
0.06456544250249863,
0.17943643033504486,
-0.04255454242229462,
0.06401040405035019,
-0.031436044722795486,
0.033046040683984756,
0.06298954784870148,
-0.00814257562160492,
-0.0018585523357614875,
-0.005772396456450224,
0.04178309440612793,
-0.01709689386188984,
0.04332419112324715,
0.010738017037510872,
0.03693724423646927,
-0.015235583297908306,
0.040980640798807144,
-0.00025200078380294144,
0.04852519929409027,
0.021474245935678482,
0.007051832973957062,
0.030526770278811455,
0.13674813508987427,
0.013537928462028503,
0.011159042827785015,
0.14201605319976807,
0.08895590901374817,
0.05543290078639984,
-0.07460040599107742,
-0.1308775246143341,
-0.016297806054353714,
-0.06055073440074921,
0.03134218230843544,
-0.03189046308398247,
0.030414694920182228,
0.019508346915245056,
-0.04255479946732521,
-0.013461417518556118,
-0.05189305543899536,
-0.05205134302377701,
-0.01468221191316843,
0.000294597732136026,
-0.004362120293080807,
-0.012701446190476418,
-0.035289179533720016,
0.06706090271472931,
-0.0024605358485132456,
-0.06992609798908234,
-0.03228134661912918,
0.029418710619211197,
0.00018512774840928614,
-0.0028040006291121244,
0.043403588235378265,
-0.04738592356443405,
0.013027573935687542,
-0.06377039104700089,
0.03993598371744156,
-0.0186423622071743,
-0.013339832425117493,
0.029982464388012886,
-0.03764766827225685,
-0.03646192327141762,
-0.08460454642772675,
0.028630826622247696,
-0.011522681452333927,
-0.03768415004014969,
-0.026976900175213814,
0.10346193611621857,
0.01211723405867815,
-0.06721016019582748,
-0.14366932213306427,
-0.08874186128377914,
-0.0064885118044912815,
-0.01305211242288351,
0.04682515561580658,
-0.0560288280248642,
0.10672541707754135,
0.01745477132499218,
0.029462158679962158,
0.11341554671525955,
0.054781824350357056,
0.08364249765872955,
-0.025648977607488632,
-0.010683730244636536,
-0.03258782625198364,
0.009063352830708027,
-0.11109856516122818,
0.02431708388030529,
0.0900263860821724,
-0.04380018636584282,
0.04653492197394371,
-0.007809142582118511,
-0.06580550968647003,
-0.006782676558941603,
-0.027454102411866188,
0.004044635221362114,
-0.024153830483555794,
0.013861916959285736,
-0.039608169347047806,
0.06801020354032516,
0.01123463548719883,
-0.06811968982219696,
-0.04494726285338402,
-0.06498142331838608,
-0.06304804980754852,
-0.035392824560403824,
0.12614476680755615,
-0.06146358698606491,
0.01051421370357275,
0.08010734617710114,
-0.04804469645023346,
0.13681678473949432,
-0.005560792051255703,
-0.05851498246192932,
-0.024718360975384712,
-0.015722963958978653,
-0.023849382996559143,
0.09047817438840866,
6.729318531018771e-34,
-0.02097063511610031,
-0.04373953863978386,
-0.025572212412953377,
-0.005704495124518871,
0.08959116041660309,
-0.11203444004058838,
0.054140351712703705,
-0.0017652215901762247,
-0.11505521088838577,
0.0729050487279892,
-0.019984818994998932,
0.06527568399906158,
-0.11022770404815674,
0.04664335399866104,
-0.015255095437169075,
-0.06394067406654358,
-0.06570390611886978,
-0.01968003436923027,
0.04979025945067406,
-0.018146364018321037,
0.05670737102627754,
-0.02322814054787159,
-0.00009868828783510253,
0.004322602413594723,
-0.04211663454771042,
0.08055368810892105,
0.0039059093687683344,
-0.024059956893324852,
0.05429418012499809,
0.05693588778376579,
0.040981847792863846,
-0.00458893645554781,
0.010228372178971767,
-0.058710016310214996,
-0.06280965358018875,
-0.023103490471839905,
0.0009653479210101068,
-0.03193967789411545,
-0.043050386011600494,
0.03649516403675079,
-0.006673005875200033,
-0.027916939929127693,
-0.03345661982893944,
-0.004200940020382404,
0.08565234392881393,
-0.11700806766748428,
-0.0457482635974884,
-0.020893793553113937,
-0.007462349720299244,
0.02688639797270298,
-0.012716053053736687,
0.004192419815808535,
0.09168985486030579,
0.016495024785399437,
-0.04457096382975578,
-0.06262795627117157,
-0.0567065104842186,
-0.0343959778547287,
-0.050904858857393265,
-0.041897088289260864,
0.019054118543863297,
0.017733076587319374,
-0.038325414061546326,
0.037592776119709015,
0.029426120221614838,
-0.0145076559856534,
0.0034270291216671467,
-0.04334142804145813,
0.0015221759676933289,
0.0008522942080162466,
-0.11426905542612076,
-0.011115740984678268,
0.031050870195031166,
0.011693313717842102,
-0.0271629486232996,
-0.06940234452486038,
0.00041388318641111255,
0.0829663947224617,
-0.01153805386275053,
-0.0374109260737896,
-0.06059393659234047,
-0.018984979018568993,
-0.04461897164583206,
0.00620995182543993,
0.0403461828827858,
0.11714323610067368,
0.025586795061826706,
0.023168452084064484,
-0.05636898800730705,
0.03849012404680252,
-0.026708733290433884,
0.011203901842236519,
-0.002409831155091524,
-0.017795505002141,
-0.010634795762598515,
-4.962300178170346e-33,
0.035764530301094055,
-0.009352658875286579,
-0.05175646394491196,
0.02378602884709835,
-0.0707579106092453,
-0.0029268143698573112,
-0.014579803682863712,
-0.026951540261507034,
0.024527691304683685,
-0.07605064660310745,
-0.06314117461442947,
-0.011563613079488277,
0.01597975194454193,
-0.00481069041416049,
0.06641358137130737,
0.017369583249092102,
-0.1035265177488327,
0.0621337890625,
-0.06204769387841225,
0.029111208394169807,
-0.028923461213707924,
0.015864068642258644,
0.004407806787639856,
-0.03231164813041687,
0.03537295386195183,
-0.029523644596338272,
0.020661186426877975,
0.04595272243022919,
0.03204909712076187,
-0.027599772438406944,
-0.00966349896043539,
0.020078020170331,
-0.11845698952674866,
0.07004061341285706,
0.004956417251378298,
-0.03546858951449394,
0.009871619753539562,
0.03911810368299484,
0.00824361015111208,
0.04439004510641098,
0.0008174987742677331,
-0.02738100476562977,
-0.04466194659471512,
-0.0015982046024873853,
-0.034895919263362885,
0.06040247902274132,
-0.006622070446610451,
-0.052014827728271484,
-0.0355355367064476,
-0.09227295219898224,
0.09669511765241623,
0.007039952091872692,
0.06316878646612167,
-0.04201803728938103,
0.017392460256814957,
0.06204081326723099,
-0.008577163331210613,
-0.09857825934886932,
-0.025009460747241974,
-0.03389021009206772,
0.10215060412883759,
-0.03897911310195923,
-0.02288072369992733,
-0.021764634177088737,
0.016842307522892952,
-0.022792324423789978,
-0.05793185159564018,
0.05381784215569496,
-0.007171568460762501,
-0.08907760679721832,
-0.0010641786502674222,
-0.04537271335721016,
-0.005152280442416668,
-0.039133984595537186,
-0.0008896177751012146,
0.0031280876137316227,
-0.030097609385848045,
0.014782242476940155,
-0.011895532719790936,
0.07488690316677094,
0.004259913694113493,
0.05291428044438362,
0.009925033897161484,
0.05031123384833336,
-0.06961336731910706,
-0.021537676453590393,
0.04286344349384308,
0.08057964593172073,
0.0342099592089653,
-0.035297270864248276,
-0.0810532495379448,
0.06199235841631889,
0.04129689559340477,
0.07717107981443405,
-0.06771184504032135,
-4.5673964166326186e-8,
-0.0589754544198513,
-0.12330934405326843,
-0.09741118550300598,
-0.04126441478729248,
0.012422796338796616,
0.0119163878262043,
-0.055623166263103485,
-0.0019144531106576324,
-0.022395968437194824,
-0.04120685160160065,
0.04317045211791992,
0.045829690992832184,
-0.1257771998643875,
0.025592181831598282,
-0.08161763101816177,
-0.0024797143414616585,
-0.039665039628744125,
0.10710287094116211,
0.00833449512720108,
-0.04914937540888786,
-0.02922891639173031,
0.017357036471366882,
0.0367719791829586,
-0.05813494324684143,
-0.06796514242887497,
0.06488145142793655,
0.04919357970356941,
0.0901893675327301,
-0.04370105639100075,
0.0033935937099158764,
0.007816488854587078,
-0.03814563900232315,
0.0345955491065979,
-0.013086829334497452,
0.027029652148485184,
0.0037430243100970984,
0.007690969854593277,
0.05342715233564377,
0.07784393429756165,
-0.0003555639705155045,
0.004510269965976477,
-0.058361753821372986,
-0.04975974187254906,
0.005654431413859129,
-0.00800618901848793,
-0.013223477639257908,
0.004989913664758205,
0.011793894693255424,
-0.019031275063753128,
-0.042426593601703644,
0.03270772099494934,
0.04611992835998535,
-0.02359679900109768,
0.011401122435927391,
-0.009553294628858566,
0.07543329149484634,
0.012471980415284634,
-0.10793039947748184,
0.015524924732744694,
-0.012026815675199032,
-0.022646959871053696,
0.01096204575151205,
0.037776753306388855,
0.0364488884806633
] | 0.15931 |
# 菜单栏图标状态 作者：steipete · 更新时间：2025-12-06 · 范围：macOS 应用（`apps/macos`） - \*\*空闲：\*\* 正常图标动画（眨眼、偶尔摆动）。 - \*\*暂停：\*\* 状态项使用 `appearsDisabled`；无动画。 - \*\*语音触发（大耳朵）：\*\* 语音唤醒检测器在听到唤醒词时调用 `AppState.triggerVoiceEars(ttl: nil)`，在捕获语音期间保持 `earBoostActive=true`。耳朵放大（1.9 倍），显示圆形耳孔以提高可读性，然后在 1 秒静音后通过 `stopVoiceEars()` 恢复。仅由应用内语音管道触发。 - \*\*工作中（智能体运行中）：\*\* `AppState.isWorking=true` 驱动"尾巴/腿部快速摆动"微动画：工作进行中腿部摆动加快并略有偏移。目前在 WebChat 智能体运行时切换；在接入其他长时间任务时请添加相同的切换逻辑。 接入点 - 语音唤醒：运行时/测试器在触发时调用 `AppState.triggerVoiceEars(ttl: nil)`，在 1 秒静音后调用 `stopVoiceEars()` 以匹配捕获窗口。 - 智能体活动：在工作区间前后设置 `AppStateStore.shared.setWorking(true/false)`（已在 WebChat 智能体调用中完成）。保持区间简短，并在 `defer` 块中重置以避免动画卡住。 形状与尺寸 - 基础图标在 `CritterIconRenderer.makeIcon(blink:legWiggle:earWiggle:earScale:earHoles:)` 中绘制。 - 耳朵缩放默认为 `1.0`；语音增强时设置 `earScale=1.9` 并切换 `earHoles=true`，不改变整体框架（18×18 pt 模板图像渲染到 36×36 px Retina 后备存储）。 - 快速摆动使用最高约 1.0 的腿部摆幅并带有轻微的水平抖动；它与现有的空闲摆动叠加。 行为说明 - 耳朵/工作状态没有外部 CLI/代理切换；保持仅由应用自身信号控制，以避免意外的状态抖动。 - 保持 TTL 较短（<10 秒），以便在任务挂起时图标能快速恢复到基准状态。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/icon.md | main | opebclaw | [
-0.05465174838900566,
-0.018387697637081146,
0.046110738068819046,
-0.09098927676677704,
0.004134617280215025,
-0.001950140343979001,
0.03259152173995972,
-0.007498465944081545,
0.03104923851788044,
-0.0012446815380826592,
0.11520247906446457,
-0.03089878149330616,
0.06434358656406403,
-0.03993581235408783,
-0.020175587385892868,
-0.017760800197720528,
0.05621703341603279,
-0.045463453978300095,
-0.07843869179487228,
0.047116439789533615,
0.002599843079224229,
0.05150669813156128,
-0.030588271096348763,
0.05184967815876007,
0.011983801610767841,
0.05412580072879791,
-0.03495759516954422,
0.01127281691879034,
0.045863665640354156,
-0.00880469474941492,
-0.00682550435885787,
0.02323312871158123,
-0.02557619847357273,
-0.04829837381839752,
0.11078401654958725,
-0.009653059765696526,
0.053812820464372635,
0.04471411928534508,
-0.0410124734044075,
0.015138640999794006,
0.0019884647335857153,
-0.06914640218019485,
-0.042473845183849335,
-0.0035192174836993217,
0.049322955310344696,
0.015040162950754166,
-0.019679034128785133,
-0.01318561751395464,
-0.12267813831567764,
0.0035175008233636618,
-0.029395898804068565,
-0.01358065102249384,
0.025465788319706917,
0.08440528064966202,
-0.0032560392282903194,
-0.036396052688360214,
0.024321241304278374,
0.018530964851379395,
0.010581775568425655,
-0.01013660617172718,
-0.0713522881269455,
0.018390176817774773,
-0.008370385505259037,
0.03503141552209854,
-0.06500251591205597,
0.0980154275894165,
-0.015034028328955173,
-0.08131745457649231,
0.049309585243463516,
0.006702786311507225,
-0.037388984113931656,
0.0012976062716916203,
-0.0228717178106308,
0.04702243581414223,
0.003589308587834239,
-0.0022695157676935196,
0.07983105629682541,
-0.027556350454688072,
-0.07330292463302612,
-0.10619133710861206,
0.019539950415492058,
-0.04069291427731514,
0.015820752829313278,
-0.024221984669566154,
-0.046979304403066635,
0.02053135074675083,
-0.055974699556827545,
-0.03770370036363602,
0.04514732584357262,
-0.03721033036708832,
0.08436153084039688,
0.0639689564704895,
0.055676478892564774,
-0.02120114304125309,
0.06979963928461075,
-0.061113566160202026,
0.038266219198703766,
0.02410983294248581,
0.012841890566051006,
-0.004237424582242966,
0.013185610063374043,
-0.09677276015281677,
-0.06538645178079605,
-0.10152380168437958,
0.019464323297142982,
-0.04369557276368141,
-0.10207252949476242,
-0.11171424388885498,
0.025657515972852707,
0.034801505506038666,
-0.011591007933020592,
-0.05964037775993347,
0.016283905133605003,
-0.05997579172253609,
0.01922912523150444,
0.08733601123094559,
-0.09146696329116821,
0.009416615590453148,
-0.024306178092956543,
-0.0695260763168335,
0.041662611067295074,
-0.027076829224824905,
-0.04461217671632767,
-0.09885082393884659,
-0.010836048983037472,
-0.05668328329920769,
0.07301308214664459,
-2.977323499502376e-33,
-0.041938990354537964,
-0.0354219414293766,
-0.006938255857676268,
-0.07264295220375061,
0.046841949224472046,
-0.05557115375995636,
0.009990465827286243,
0.05543209984898567,
0.05321233719587326,
-0.01685253717005253,
-0.03303714096546173,
0.042193882167339325,
-0.1117592379450798,
0.020032448694109917,
-0.00012742391845677048,
0.04424996301531792,
0.00538719492033124,
0.007462645415216684,
-0.047584954649209976,
0.008447986096143723,
0.10041052848100662,
-0.0841955840587616,
-0.041880253702402115,
0.009416699409484863,
-0.08684892952442169,
0.06197025626897812,
0.0249654408544302,
-0.0066685727797448635,
-0.021753599867224693,
0.020139919593930244,
-0.038191888481378555,
0.015676120296120644,
-0.01034715585410595,
-0.040062256157398224,
-0.07187400013208389,
0.011909694410860538,
0.0047542378306388855,
-0.017336120828986168,
0.008898849599063396,
-0.06102057173848152,
-0.06514712423086166,
-0.005684708710759878,
-0.032527387142181396,
-0.004459680989384651,
0.031959522515535355,
-0.08158635348081589,
-0.10401502251625061,
-0.03999678045511246,
0.0028843539766967297,
-0.04756767675280571,
0.028395773842930794,
0.022105101495981216,
0.025880444794893265,
-0.01885369047522545,
-0.02790129743516445,
0.0013254587538540363,
-0.00700741121545434,
0.003797270357608795,
-0.025904465466737747,
-0.021237682551145554,
0.051275983452796936,
-0.034446194767951965,
0.03905084729194641,
0.0235452838242054,
-0.021536214277148247,
0.1389758139848709,
-0.010786965489387512,
-0.0876675695180893,
-0.0067374673672020435,
-0.09191932529211044,
-0.04634200409054756,
0.013433245941996574,
0.041501518338918686,
-0.016709471121430397,
-0.04419252648949623,
-0.09977775812149048,
-0.030212203040719032,
0.04576517269015312,
0.012763388454914093,
-0.03809501975774765,
-0.07262255251407623,
-0.035865653306245804,
-0.030003633350133896,
0.02220250852406025,
-0.006163713522255421,
0.02911725640296936,
0.040957894176244736,
-0.04968651756644249,
-0.07888845354318619,
0.06797073781490326,
-0.07698840647935867,
-0.0017962270649150014,
-0.028951987624168396,
0.03915778174996376,
0.007443851791322231,
-4.922631284591925e-33,
-0.019835054874420166,
0.04008256271481514,
-0.05080744996666908,
0.029352352023124695,
-0.045353710651397705,
0.04041730985045433,
0.031463220715522766,
0.10967031121253967,
0.0282363872975111,
-0.016674509271979332,
-0.03866361454129219,
0.010472618043422699,
-0.08791013062000275,
0.07590258121490479,
-0.06514528393745422,
0.017535895109176636,
0.07509669661521912,
0.08332730084657669,
-0.047193579375743866,
0.04269833117723465,
0.027531307190656662,
0.004060912411659956,
-0.11433088034391403,
0.027968373149633408,
-0.02844928205013275,
0.010592055507004261,
-0.007976800203323364,
-0.05761678144335747,
0.013065212406218052,
-0.01603587716817856,
-0.012317715212702751,
0.07014219462871552,
-0.08569371700286865,
0.05234997719526291,
-0.04487168788909912,
-0.06314358115196228,
0.03363914415240288,
-0.06869044154882431,
-0.0663592666387558,
-0.0265097264200449,
0.08902239799499512,
-0.01746279187500477,
-0.042123015969991684,
-0.015688983723521233,
-0.009518343023955822,
0.037842102348804474,
-0.012673662975430489,
-0.039668675512075424,
-0.010968787595629692,
-0.006809561979025602,
0.10841821134090424,
0.0314057283103466,
0.007184463087469339,
0.09948599338531494,
0.0017392135923728347,
0.14561524987220764,
0.0012751006288453937,
-0.09686816483736038,
-0.117040254175663,
-0.08134553581476212,
-0.0011895520146936178,
-0.01943422108888626,
-0.07504802197217941,
-0.02582094818353653,
0.06856124848127365,
0.07082401216030121,
0.04341328516602516,
0.02563490904867649,
0.15044692158699036,
-0.08440863341093063,
0.042512837797403336,
-0.002209803555160761,
0.00786053016781807,
-0.10699450969696045,
-0.02846429869532585,
0.08042757958173752,
-0.048341572284698486,
-0.0967894122004509,
-0.06635510921478271,
0.011168263852596283,
-0.005835708696395159,
0.05125179514288902,
0.07455014437437057,
0.052164845168590546,
-0.08395931124687195,
-0.0069852122105658054,
-0.021613309159874916,
-0.0015961675671860576,
-0.00553818978369236,
-0.010071695782244205,
-0.050139348953962326,
0.05207069590687752,
-0.021915746852755547,
0.03415054827928543,
-0.012587850913405418,
-5.3532151156332475e-8,
0.020562760531902313,
-0.05621922016143799,
-0.00940808653831482,
-0.06298601627349854,
-0.011176282539963722,
-0.06306356936693192,
-0.013276200741529465,
-0.03712795302271843,
-0.005999021697789431,
-0.05743508040904999,
-0.04960135370492935,
-0.03677518665790558,
-0.09082717448472977,
-0.023578302934765816,
-0.04561465606093407,
-0.004195250105112791,
-0.03838096559047699,
0.05350598692893982,
-0.04337642714381218,
-0.04856932535767555,
-0.044279079884290695,
0.05159987136721611,
-0.046743668615818024,
-0.004722729790955782,
-0.04587550461292267,
0.034193005412817,
0.005196130834519863,
0.0894794762134552,
-0.02159671112895012,
0.047718826681375504,
0.011216246522963047,
-0.018366407603025436,
0.03392362967133522,
-0.06087510287761688,
-0.00910500343888998,
-0.02745397388935089,
0.07146917283535004,
0.006749751046299934,
0.048575859516859055,
0.0013884506188333035,
0.05654618889093399,
-0.09831080585718155,
-0.07244926691055298,
0.051283907145261765,
0.08944009989500046,
-0.04535360261797905,
0.01192761305719614,
-0.04196237027645111,
0.026911068707704544,
0.04221363365650177,
-0.023190518841147423,
0.05651150271296501,
0.040594372898340225,
-0.0870387926697731,
0.006675968412309885,
-0.001892510219477117,
-0.0007848514942452312,
-0.011636818759143353,
0.012220899574458599,
0.048209525644779205,
0.10534881055355072,
-0.025121310725808144,
0.12575848400592804,
0.05931256338953972
] | 0.024412 |
# Peekaboo Bridge（macOS UI 自动化） OpenClaw 可以将 \*\*PeekabooBridge\*\* 作为本地的、权限感知的 UI 自动化代理进行托管。这使得 `peekaboo` CLI 能够驱动 UI 自动化，同时复用 macOS 应用的 TCC 权限。 ## 这是什么（以及不是什么） - \*\*宿主\*\*：OpenClaw.app 可以作为 PeekabooBridge 宿主。 - \*\*客户端\*\*：使用 `peekaboo` CLI（无需单独的 `openclaw ui ...` 界面）。 - \*\*界面\*\*：视觉叠加层保留在 Peekaboo.app 中；OpenClaw 只是一个轻量代理宿主。 ## 启用桥接 在 macOS 应用中： - 设置 → \*\*启用 Peekaboo Bridge\*\* 启用后，OpenClaw 会启动一个本地 UNIX 套接字服务器。如果禁用，宿主会停止，`peekaboo` 将回退到其他可用宿主。 ## 客户端发现顺序 Peekaboo 客户端通常按以下顺序尝试宿主： 1. Peekaboo.app（完整用户体验） 2. Claude.app（如已安装） 3. OpenClaw.app（轻量代理） 使用 `peekaboo bridge status --verbose` 查看当前活跃的宿主及使用的套接字路径。你可以通过以下方式覆盖： ```bash export PEEKABOO\_BRIDGE\_SOCKET=/path/to/bridge.sock ``` ## 安全与权限 - 桥接会验证\*\*调用方的代码签名\*\*；强制执行 TeamID 白名单（Peekaboo 宿主 TeamID + OpenClaw 应用 TeamID）。 - 请求在约 10 秒后超时。 - 如果缺少所需权限，桥接会返回清晰的错误信息，而不是启动系统设置。 ## 快照行为（自动化） 快照存储在内存中，并在短暂窗口期后自动过期。如果需要更长的保留时间，请从客户端重新捕获。 ## 故障排除 - 如果 `peekaboo` 报告"bridge client is not authorized"，请确保客户端已正确签名，或仅在\*\*调试\*\*模式下使用 `PEEKABOO\_ALLOW\_UNSIGNED\_SOCKET\_CLIENTS=1` 运行宿主。 - 如果未找到宿主，请打开其中一个宿主应用（Peekaboo.app 或 OpenClaw.app）并确认已授予权限。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/peekaboo.md | main | opebclaw | [
-0.03892073035240173,
0.02251213602721691,
0.0652356669306755,
-0.10241217911243439,
-0.04701026901602745,
-0.095168337225914,
0.027685772627592087,
-0.053486019372940063,
0.03022542968392372,
-0.020112184807658195,
0.1121114119887352,
-0.08905266225337982,
0.034158069640398026,
-0.061243169009685516,
0.03714078292250633,
0.05947212129831314,
-0.015473674051463604,
0.06546768546104431,
-0.032579205930233,
0.0330132320523262,
0.01089776586741209,
-0.05196934565901756,
0.03151163086295128,
0.0012713067699223757,
-0.024764567613601685,
0.02640582248568535,
-0.0043347980827093124,
0.06340505182743073,
-0.0038719812873750925,
-0.036405839025974274,
-0.07736725360155106,
0.12250098586082458,
-0.04183577001094818,
-0.020580053329467773,
0.06904111802577972,
0.060605984181165695,
0.015800977125763893,
-0.019986586645245552,
-0.06880287826061249,
0.005841373465955257,
-0.043057847768068314,
-0.001136332517489791,
0.03764288127422333,
0.005075996275991201,
0.036815203726291656,
0.05494099482893944,
-0.02605900913476944,
-0.025450633838772774,
-0.00069575005909428,
-0.07369666546583176,
-0.08902613073587418,
-0.04155103862285614,
-0.00831311009824276,
0.0366763174533844,
0.04678238183259964,
0.020593974739313126,
-0.02928602136671543,
-0.0400109589099884,
0.05503340810537338,
0.010335407219827175,
-0.01991856098175049,
0.0467618890106678,
-0.037839554250240326,
0.04871445894241333,
-0.049943771213293076,
-0.003114457242190838,
-0.01165973860770464,
0.01871352083981037,
-0.01977490819990635,
-0.029330303892493248,
-0.024567697197198868,
-0.021668918430805206,
0.04885411262512207,
0.008952165953814983,
-0.04957979544997215,
-0.002866943832486868,
0.042135246098041534,
0.011135675013065338,
-0.08450917899608612,
-0.120372474193573,
-0.0721498504281044,
0.0431218147277832,
0.06341730058193207,
0.0065693031065166,
-0.07484216243028641,
0.09090431779623032,
-0.003900112584233284,
-0.04300244152545929,
0.06918160617351532,
0.005248126573860645,
0.02426481433212757,
0.022430796176195145,
-0.007724750321358442,
0.03387663885951042,
0.02975323610007763,
-0.10220300406217575,
0.03839203715324402,
0.014048966579139233,
-0.06371777504682541,
0.04505112022161484,
0.025666112080216408,
0.007783402223140001,
0.04185386374592781,
-0.037539590150117874,
-0.055727262049913406,
-0.03560701757669449,
-0.051796335726976395,
0.018645090982317924,
0.07557080686092377,
0.045911755412817,
-0.021274708211421967,
-0.09330039471387863,
-0.00898686796426773,
-0.11755304038524628,
-0.04639362543821335,
0.030806202441453934,
-0.032419607043266296,
-0.058763276785612106,
0.02772296592593193,
-0.005462373606860638,
0.061809949576854706,
0.027676600962877274,
-0.06983433663845062,
-0.050943732261657715,
-0.04407615214586258,
-0.029912006109952927,
0.11130622774362564,
1.2170381578902703e-33,
0.0034697968512773514,
0.017345240339636803,
-0.0075504290871322155,
-0.0595286600291729,
0.08249630779027939,
-0.10229489207267761,
0.008124018087983131,
-0.026135994121432304,
-0.06896429508924484,
0.040480367839336395,
-0.03541608527302742,
-0.011944825761020184,
-0.12274119257926941,
-0.011326398700475693,
0.039902154356241226,
-0.050948530435562134,
-0.05936736240983009,
-0.04692481458187103,
0.01740710809826851,
-0.012316795997321606,
0.03514745831489563,
0.020157504826784134,
0.006563881877809763,
-0.04936068505048752,
-0.09544540196657181,
0.03349544107913971,
0.049150776118040085,
-0.06007073074579239,
0.00827923696488142,
0.07415084540843964,
0.004719515331089497,
-0.01598108932375908,
-0.01861785165965557,
-0.05935976281762123,
-0.12410473823547363,
-0.0332607664167881,
0.032083217054605484,
-0.06607403606176376,
-0.00906544178724289,
0.015184625051915646,
-0.08764570206403732,
-0.07298208773136139,
0.01199580729007721,
-0.022272789850831032,
0.032505229115486145,
-0.07875965535640717,
-0.062432967126369476,
-0.03283129632472992,
-0.0062773097306489944,
0.010097168385982513,
-0.014535512775182724,
-0.005969347897917032,
-0.037315331399440765,
0.04601580277085304,
-0.03919018805027008,
-0.04251493513584137,
0.0018127381335943937,
-0.03396596759557724,
-0.03273557871580124,
0.004545284900814295,
0.0019386743661016226,
0.043465666472911835,
0.07584229856729507,
0.015086354687809944,
0.033514298498630524,
0.04497002065181732,
0.036578647792339325,
0.013927070423960686,
0.006371617782860994,
-0.050356268882751465,
-0.14201444387435913,
-0.01388558465987444,
0.024898506700992584,
0.02346120774745941,
-0.02064410038292408,
-0.03877745196223259,
-0.05716213583946228,
0.020846253260970116,
0.11858931183815002,
-0.01521204225718975,
-0.07771413028240204,
-0.009018346667289734,
-0.031877998262643814,
0.024331307038664818,
-0.03678278252482414,
0.019411694258451462,
0.09781335294246674,
-0.028346333652734756,
-0.02374771609902382,
0.07879110425710678,
-0.10837835818529129,
0.011207480914890766,
-0.0014793002046644688,
-0.03524043783545494,
-0.034790702164173126,
-5.203246398046175e-33,
0.003957522567361593,
-0.021699555218219757,
-0.05422798544168472,
0.01110810786485672,
-0.0022669238969683647,
-0.021315129473805428,
0.014730928465723991,
0.05287368223071098,
0.028487859293818474,
0.01955842413008213,
-0.03227576985955238,
0.058643147349357605,
0.009604566730558872,
-0.05345059186220169,
0.007086837198585272,
-0.009768697433173656,
0.08538465201854706,
0.10892245918512344,
-0.09131153672933578,
0.06387096643447876,
0.023817745968699455,
-0.02844826690852642,
-0.12749339640140533,
-0.007432143669575453,
-0.007244874257594347,
0.0331818126142025,
0.09923059493303299,
-0.02524402178823948,
0.08839326351881027,
0.021139124408364296,
-0.010731425136327744,
-0.007637916132807732,
-0.06229538097977638,
0.0966397076845169,
0.010176265612244606,
-0.0043217637576162815,
0.07104142010211945,
-0.03137582913041115,
-0.05469095706939697,
-0.026203345507383347,
0.03876427933573723,
-0.008822884410619736,
-0.002205135766416788,
-0.03558485954999924,
-0.03169926628470421,
0.09062165766954422,
-0.14031976461410522,
0.00392324710264802,
-0.12132680416107178,
-0.01885339990258217,
0.1305786371231079,
0.04120326042175293,
0.02663116529583931,
-0.06120552867650986,
0.013045992702245712,
0.016001544892787933,
-0.03567488119006157,
-0.08503679931163788,
-0.09587502479553223,
-0.048190537840127945,
0.03481379151344299,
0.020420825108885765,
-0.09943874180316925,
0.012393823824822903,
0.05441157892346382,
0.016390033066272736,
-0.010653946548700333,
-0.00978074874728918,
-0.005404362920671701,
-0.12421642243862152,
0.004200998228043318,
-0.0010746929328888655,
0.02383682131767273,
-0.09341058880090714,
0.02282525785267353,
0.005805790890008211,
0.03736598789691925,
0.04906576871871948,
0.02310972847044468,
0.04026045277714729,
0.012335998006165028,
0.008749409578740597,
0.07238379865884781,
0.09001784026622772,
0.00929988268762827,
-0.028776459395885468,
-0.020561031997203827,
0.09757614880800247,
0.04845727980136871,
-0.021207278594374657,
-0.018496111035346985,
0.06947357952594757,
0.0146481366828084,
0.06802728772163391,
0.052844300866127014,
-3.711793894467519e-8,
-0.02311435155570507,
-0.07738006114959717,
-0.0055372826755046844,
-0.030152052640914917,
-0.04110369831323624,
-0.039480485022068024,
-0.023267609998583794,
0.0007508167182095349,
-0.04820232838392258,
-0.03421400487422943,
0.05364967882633209,
0.07976958155632019,
-0.09873411059379578,
0.04746166616678238,
-0.02441096492111683,
0.04487114027142525,
-0.013354389928281307,
0.029517007991671562,
0.011955744586884975,
-0.04262156784534454,
-0.034829553216695786,
0.01523883268237114,
0.05814814940094948,
-0.061973687261343,
-0.10938248038291931,
0.040792904794216156,
-0.10265590250492096,
-0.009534250013530254,
-0.05315721407532692,
-0.05683201923966408,
0.05362381413578987,
-0.027379833161830902,
0.005958842113614082,
0.038308482617139816,
0.021775441244244576,
0.034915897995233536,
-0.01754010282456875,
0.013906735926866531,
0.057261984795331955,
0.042301975190639496,
0.010722051374614239,
-0.13695785403251648,
0.01768322102725506,
0.02915837988257408,
0.03265795856714249,
0.002929780399426818,
0.06424958258867264,
0.03244946524500847,
0.014722617343068123,
-0.013140644878149033,
-0.013377031311392784,
0.005689810961484909,
0.0608302466571331,
-0.08090048283338547,
0.008407295681536198,
0.05555439367890358,
0.05122443661093712,
-0.04236089065670967,
0.03659785911440849,
0.061173807829618454,
0.058629825711250305,
0.027215760201215744,
-0.014736257493495941,
0.07039802521467209
] | 0.069104 |
# macOS 开发者设置 本指南涵盖从源代码构建和运行 OpenClaw macOS 应用程序的必要步骤。 ## 前置条件 在构建应用之前，确保你已安装以下内容： 1. \*\*Xcode 26.2+\*\*：Swift 开发所需。 2. \*\*Node.js 22+ & pnpm\*\*：Gateway 网关、CLI 和打包脚本所需。 ## 1. 安装依赖 安装项目范围的依赖： ```bash pnpm install ``` ## 2. 构建和打包应用 要构建 macOS 应用并将其打包到 `dist/OpenClaw.app`，运行： ```bash ./scripts/package-mac-app.sh ``` 如果你没有 Apple Developer ID 证书，脚本将自动使用 \*\*ad-hoc 签名\*\*（`-`）。 有关开发运行模式、签名标志和 Team ID 故障排除，请参阅 macOS 应用 README： https://github.com/openclaw/openclaw/blob/main/apps/macos/README.md > \*\*注意\*\*：Ad-hoc 签名的应用可能会触发安全提示。如果应用立即崩溃并显示"Abort trap 6"，请参阅[故障排除](#troubleshooting)部分。 ## 3. 安装 CLI macOS 应用期望全局安装 `openclaw` CLI 来管理后台任务。 \*\*安装方法（推荐）：\*\* 1. 打开 OpenClaw 应用。 2. 转到 \*\*General\*\* 设置标签页。 3. 点击 \*\*"Install CLI"\*\*。 或者，手动安装： ```bash npm install -g openclaw@ ``` ## 故障排除 ### 构建失败：工具链或 SDK 不匹配 macOS 应用构建期望最新的 macOS SDK 和 Swift 6.2 工具链。 \*\*系统依赖（必需）：\*\* - \*\*软件更新中可用的最新 macOS 版本\*\*（Xcode 26.2 SDK 所需） - \*\*Xcode 26.2\*\*（Swift 6.2 工具链） \*\*检查：\*\* ```bash xcodebuild -version xcrun swift --version ``` 如果版本不匹配，更新 macOS/Xcode 并重新运行构建。 ### 授予权限时应用崩溃 如果在尝试允许\*\*语音识别\*\*或\*\*麦克风\*\*访问时应用崩溃，可能是由于 TCC 缓存损坏或签名不匹配。 \*\*修复：\*\* 1. 重置 TCC 权限： ```bash tccutil reset All bot.molt.mac.debug ``` 2. 如果这不起作用，在 [`scripts/package-mac-app.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/package-mac-app.sh) 中临时更改 `BUNDLE\_ID` 以强制 macOS 从"全新状态"开始。 ### Gateway 网关无限期"Starting..." 如果 Gateway 网关状态一直停留在"Starting..."，检查是否有僵尸进程占用端口： ```bash openclaw gateway status openclaw gateway stop # 如果你没有使用 LaunchAgent（开发模式/手动运行），找到监听器： lsof -nP -iTCP:18789 -sTCP:LISTEN ``` 如果手动运行占用了端口，停止该进程（Ctrl+C）。作为最后手段，杀死你找到的 PID。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/dev-setup.md | main | opebclaw | [
-0.0008381549851037562,
-0.04798632487654686,
-0.02664530836045742,
-0.02919369749724865,
0.05340548977255821,
-0.07664019614458084,
0.003170294687151909,
0.029228316619992256,
-0.035377386957407,
0.02673429250717163,
0.15716829895973206,
-0.06820676475763321,
-0.03732548654079437,
0.007115495856851339,
0.08388649672269821,
0.1454601287841797,
-0.060113780200481415,
-0.020248549059033394,
0.08977309614419937,
0.06077645719051361,
-0.05758485198020935,
0.008047666400671005,
0.023298513144254684,
0.029796557500958443,
-0.04805655777454376,
0.04342306777834892,
0.025016099214553833,
0.06573721021413803,
-0.0210566408932209,
0.023999271914362907,
0.00887645035982132,
0.09166550636291504,
0.01754680834710598,
0.022763894870877266,
0.14122407138347626,
0.07252643257379532,
0.016290418803691864,
-0.09194709360599518,
-0.1320272535085678,
-0.11160054057836533,
0.012926725670695305,
0.04149680584669113,
0.022347506135702133,
0.02630763314664364,
0.03671247512102127,
-0.013532026670873165,
-0.03573456406593323,
-0.06572943925857544,
-0.03214916214346886,
0.0123357605189085,
-0.061555057764053345,
-0.014364826492965221,
-0.030327975749969482,
-0.04607320576906204,
0.06895177811384201,
0.027323661372065544,
-0.02362057752907276,
0.006275549530982971,
0.08403131365776062,
0.015772923827171326,
-0.007646477315574884,
-0.038802165538072586,
-0.0236299317330122,
-0.011524812318384647,
-0.05384194105863571,
0.0083825858309865,
-0.03517555445432663,
-0.03977246209979057,
-0.03899044543504715,
0.012130657210946083,
0.061175912618637085,
-0.01299548614770174,
0.010318377055227757,
-0.059556495398283005,
-0.13665349781513214,
-0.06358399242162704,
0.023063283413648605,
0.0032719806768000126,
-0.09100920706987381,
-0.06322695314884186,
-0.04425639286637306,
0.013357969932258129,
-0.06987905502319336,
0.03985396400094032,
0.0011784129310399294,
0.1287992000579834,
-0.08425718545913696,
-0.04997115582227707,
0.026333188638091087,
0.11441174149513245,
-0.004087419714778662,
-0.06191560626029968,
-0.01937788352370262,
0.029210753738880157,
0.027385089546442032,
-0.07282852381467819,
0.10890381783246994,
0.04861241206526756,
-0.07179395854473114,
0.019697200506925583,
-0.03899775445461273,
-0.018062008544802666,
-0.022054919973015785,
0.006216523237526417,
-0.0030614312272518873,
0.028124243021011353,
0.007677419111132622,
-0.008371004834771156,
0.04834302142262459,
0.11338286846876144,
0.02590695209801197,
-0.052796848118305206,
-0.010712984949350357,
-0.004813813138753176,
-0.008310336619615555,
0.0537707544863224,
-0.0036841577384620905,
0.02686201222240925,
0.04764756187796593,
0.07277407497167587,
0.037023089826107025,
0.03717451170086861,
-0.0684945359826088,
-0.014978703111410141,
-0.047471337020397186,
-0.025533420965075493,
0.10572753846645355,
2.8965635478520307e-33,
-0.0130989458411932,
-0.07863655686378479,
-0.10705216228961945,
0.009353328496217728,
0.10982008278369904,
-0.09057071805000305,
0.08871323615312576,
0.02134137786924839,
-0.09903748333454132,
0.03386468440294266,
-0.034276317805051804,
-0.023902980610728264,
-0.08068789541721344,
0.0264570415019989,
-0.030391188338398933,
-0.0844016745686531,
-0.013744087889790535,
-0.004823049996048212,
0.028671884909272194,
0.014531075023114681,
0.039591994136571884,
-0.04591819643974304,
-0.05072229728102684,
-0.032157279551029205,
-0.06650085747241974,
0.06588289141654968,
-0.0034764306619763374,
-0.01598423533141613,
0.05135958641767502,
0.03617682680487633,
0.005522132385522127,
0.025537122040987015,
-0.0388496071100235,
-0.012035188265144825,
-0.05302296206355095,
-0.08592469245195389,
-0.017584167420864105,
-0.04139552265405655,
-0.12343544512987137,
0.028042646124958992,
-0.06981539726257324,
-0.030551902949810028,
-0.023827526718378067,
-0.0522935688495636,
0.07188500463962555,
-0.08592180907726288,
-0.0648307278752327,
0.02394932135939598,
0.0066926623694598675,
0.04050685465335846,
-0.0695912092924118,
-0.0013409950770437717,
-0.0011670857202261686,
-0.011004362255334854,
-0.002817203989252448,
-0.06879701465368271,
-0.0688924491405487,
-0.04502377286553383,
-0.05311217159032822,
-0.06135416775941849,
-0.004351349547505379,
0.06664014607667923,
0.009069275110960007,
-0.01918790116906166,
0.04032580554485321,
0.02465715818107128,
0.03499963879585266,
-0.057666949927806854,
-0.030308248475193977,
0.017550839111208916,
-0.059717852622270584,
-0.047453004866838455,
0.03211645781993866,
0.0346243716776371,
-0.012897792272269726,
-0.0546540729701519,
-0.0262784194201231,
0.06008971482515335,
0.012615316547453403,
-0.026148036122322083,
0.016167903319001198,
0.01261365506798029,
-0.030871599912643433,
0.051461342722177505,
0.05101355165243149,
0.10886786133050919,
0.022962987422943115,
0.04728729650378227,
-0.0530436672270298,
0.11780012398958206,
-0.02150474488735199,
-0.05803687125444412,
-0.020279904827475548,
-0.008553518913686275,
-0.07806740701198578,
-8.355780452945482e-33,
0.008010323159396648,
-0.02871270850300789,
-0.04565691575407982,
0.0021812794730067253,
-0.09597117453813553,
-0.000994754838757217,
-0.043738801032304764,
-0.01253612618893385,
0.011070700362324715,
-0.03292619436979294,
-0.02171318791806698,
0.06537046283483505,
0.05288905277848244,
-0.030236875638365746,
0.02042975090444088,
0.05788439139723778,
-0.07078902423381805,
0.03668517991900444,
-0.03558991849422455,
-0.0017332825809717178,
0.0017522606067359447,
0.02036884054541588,
-0.01522357389330864,
0.02365977130830288,
0.020172081887722015,
-0.031070083379745483,
0.09073600172996521,
0.03753343224525452,
-0.019495660439133644,
-0.0430159717798233,
-0.03575165942311287,
0.05264491215348244,
-0.06856034696102142,
0.04808923974633217,
0.0345703549683094,
0.04236757755279541,
-0.01714574359357357,
0.00995839573442936,
0.006139762699604034,
0.01332132238894701,
0.0006771382177248597,
-0.02031438983976841,
-0.08983872085809708,
-0.025707287713885307,
-0.025157812982797623,
0.06131266802549362,
0.008558014407753944,
0.02435389719903469,
-0.012188645079731941,
-0.0910303145647049,
0.031281474977731705,
0.014404229819774628,
0.00344160757958889,
-0.0410478450357914,
-0.014133320190012455,
0.030271317809820175,
-0.007510746363550425,
-0.037680484354496,
-0.026918696239590645,
-0.09859129041433334,
0.03364810720086098,
-0.06761156767606735,
-0.0021590772084891796,
-0.029264122247695923,
-0.002869375515729189,
-0.05823963135480881,
-0.06055005267262459,
0.004778670147061348,
0.01925239898264408,
-0.0383850522339344,
-0.027715319767594337,
0.0037137584295123816,
0.05558859184384346,
-0.018165282905101776,
-0.05794553831219673,
0.02886716090142727,
-0.026715312153100967,
0.0069736698642373085,
0.033869221806526184,
0.008663457818329334,
0.051406510174274445,
0.1064911037683487,
0.06417213380336761,
0.09040573984384537,
-0.016421250998973846,
-0.04271324351429939,
0.049823641777038574,
0.07477724552154541,
-0.015489453449845314,
0.02531610243022442,
0.023100145161151886,
0.04249787703156471,
0.0012462928425520658,
-0.0006766511360183358,
-0.05909445136785507,
-5.456418250560091e-8,
-0.04887145012617111,
-0.08394744992256165,
-0.11455977708101273,
-0.027332374826073647,
0.04575689882040024,
-0.03653377667069435,
-0.017650047317147255,
0.00029645636095665395,
0.014483265578746796,
-0.02368536777794361,
0.023580197244882584,
0.04610961675643921,
-0.14275133609771729,
0.07595691084861755,
-0.08029338717460632,
0.023815017193555832,
-0.035849787294864655,
0.07749328762292862,
0.025275785475969315,
-0.0834154337644577,
-0.04923844709992409,
-0.002166915452107787,
-0.007175566628575325,
-0.00018347530567552894,
-0.07516632974147797,
0.003032346721738577,
0.024417707696557045,
0.014447195455431938,
-0.03694400191307068,
-0.0027693412266671658,
-0.07367757707834244,
-0.04409412294626236,
-0.034022580832242966,
0.044520121067762375,
0.03574832156300545,
0.03474966809153557,
0.05572710558772087,
-0.015057649463415146,
0.03481432422995567,
-0.07056084275245667,
-0.044481247663497925,
-0.05368484556674957,
-0.0382855199277401,
-0.02480565756559372,
-0.06750202178955078,
0.01762140542268753,
-0.012011611834168434,
0.03802526742219925,
-0.05038593336939812,
-0.03777901828289032,
0.06115637347102165,
0.010483614169061184,
0.011216990649700165,
-0.001205072971060872,
0.0008468832238577306,
0.09203432500362396,
0.01286595594137907,
-0.16462939977645874,
-0.05896897241473198,
-0.00013550043513532728,
0.04222014918923378,
0.00716225802898407,
0.024994244799017906,
0.02685929834842682
] | 0.067286 |
# macOS 上的 Gateway 网关生命周期 macOS 应用\*\*默认通过 launchd 管理 Gateway 网关\*\*，不会将 Gateway 网关作为子进程生成。它首先尝试连接到配置端口上已运行的 Gateway 网关；如果无法访问，它会通过外部 `openclaw` CLI（无嵌入式运行时）启用 launchd 服务。这为你提供了可靠的登录时自动启动和崩溃后重启。 子进程模式（由应用直接生成 Gateway 网关）\*\*目前未使用\*\*。 如果你需要与 UI 更紧密的耦合，请在终端中手动运行 Gateway 网关。 ## 默认行为（launchd） - 应用安装标记为 `bot.molt.gateway` 的按用户 LaunchAgent （使用 `--profile`/`OPENCLAW\_PROFILE` 时为 `bot.molt.`；支持旧版 `com.openclaw.\*`）。 - 当启用本地模式时，应用确保 LaunchAgent 已加载，并 在需要时启动 Gateway 网关。 - 日志写入 launchd Gateway 网关日志路径（在调试设置中可见）。 常用命令： ```bash launchctl kickstart -k gui/$UID/bot.molt.gateway launchctl bootout gui/$UID/bot.molt.gateway ``` 运行命名配置文件时，将标签替换为 `bot.molt.`。 ## 未签名的开发构建 `scripts/restart-mac.sh --no-sign` 用于在没有签名密钥时的快速本地构建。为了防止 launchd 指向未签名的中继二进制文件，它： - 写入 `~/.openclaw/disable-launchagent`。 已签名运行的 `scripts/restart-mac.sh` 会在标记存在时清除此覆盖。要手动重置： ```bash rm ~/.openclaw/disable-launchagent ``` ## 仅连接模式 要强制 macOS 应用\*\*永不安装或管理 launchd\*\*，请使用 `--attach-only`（或 `--no-launchd`）启动它。这会设置 `~/.openclaw/disable-launchagent`， 因此应用只会连接到已运行的 Gateway 网关。你可以在调试设置中切换相同的 行为。 ## 远程模式 远程模式永远不会启动本地 Gateway 网关。应用使用到 远程主机的 SSH 隧道并通过该隧道连接。 ## 为什么我们更喜欢 launchd - 登录时自动启动。 - 内置的重启/KeepAlive 语义。 - 可预测的日志和监管。 如果将来再次需要真正的子进程模式，它应该被记录为 单独的、明确的仅开发模式。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/child-process.md | main | opebclaw | [
-0.05770687386393547,
0.0229109488427639,
-0.017909150570631027,
-0.07969845831394196,
-0.012146239168941975,
-0.03538735583424568,
0.0240863636136055,
0.038064610213041306,
0.023366708308458328,
-0.041029952466487885,
0.13392853736877441,
-0.03489008918404579,
0.07922138273715973,
-0.05443442985415459,
0.04409261792898178,
0.07219237834215164,
-0.020947780460119247,
0.009662053547799587,
0.0021602956112474203,
-0.029723482206463814,
0.0011658907169476151,
-0.010979493148624897,
0.026634642854332924,
-0.0032350816763937473,
-0.07108575105667114,
0.010250776074826717,
-0.012244578450918198,
0.04187063127756119,
-0.03374261409044266,
-0.05050379037857056,
0.015532262623310089,
0.10319353640079498,
-0.045143041759729385,
0.02728313021361828,
0.12373088300228119,
0.06861425936222076,
0.03639921173453331,
-0.050475433468818665,
-0.03112921677529812,
-0.004257781896740198,
-0.001999253872781992,
-0.0017734136199578643,
0.014741742983460426,
-0.01772451028227806,
0.041444603353738785,
-0.018911099061369896,
-0.05070766806602478,
-0.0667596235871315,
-0.02028244361281395,
-0.026823602616786957,
-0.09078136086463928,
-0.042720723897218704,
0.025462022051215172,
-0.051521722227334976,
0.05744229629635811,
0.035785067826509476,
0.008528527803719044,
-0.024246810004115105,
0.08314228802919388,
-0.014039830304682255,
-0.038083307445049286,
-0.0017372823785990477,
0.013060755096375942,
0.010628357529640198,
-0.1184815838932991,
-0.04606015607714653,
-0.06819186359643936,
-0.06388342380523682,
-0.05069154500961304,
0.021524634212255478,
-0.04195761680603027,
-0.005056684836745262,
-0.015360882505774498,
-0.0037806332111358643,
-0.06906235963106155,
-0.007644068915396929,
0.04946113005280495,
-0.02102544531226158,
-0.06593135744333267,
-0.14558759331703186,
-0.049515511840581894,
0.004795565735548735,
0.010386752896010876,
0.06258469820022583,
-0.02488566003739834,
0.11441397666931152,
-0.03346343711018562,
-0.055404841899871826,
0.07908150553703308,
0.03963880613446236,
-0.021869691088795662,
-0.03474311903119087,
0.02425125055015087,
0.05466807633638382,
0.010977624915540218,
-0.06642714887857437,
0.03364047035574913,
-0.018727142363786697,
-0.05469953268766403,
0.04534811154007912,
-0.01835433393716812,
-0.006045121233910322,
0.052493683993816376,
0.052835654467344284,
-0.04055384546518326,
0.01878128945827484,
-0.0018304706318303943,
0.09156641364097595,
0.05324522778391838,
-0.00995700340718031,
-0.0119307367131114,
-0.06394997239112854,
0.00428574625402689,
-0.05280499905347824,
-0.04184615612030029,
0.04295520856976509,
-0.03151879459619522,
-0.06001896783709526,
0.0123848095536232,
0.0007583724800497293,
0.0954640731215477,
0.03351040184497833,
-0.09167233109474182,
-0.03745979443192482,
-0.05233752354979515,
-0.034206777811050415,
0.1617557853460312,
-3.2517196968277994e-33,
-0.03918205574154854,
-0.060316890478134155,
-0.04256264492869377,
-0.025642357766628265,
0.1172148808836937,
-0.08568668365478516,
-0.013485589995980263,
-0.02355310134589672,
-0.04730415716767311,
0.03660896047949791,
-0.04797760397195816,
-0.013310259208083153,
-0.13833868503570557,
0.06206527352333069,
0.020105693489313126,
-0.10085848718881607,
-0.000357608194462955,
0.004281580913811922,
0.01531896647065878,
-0.07037398964166641,
0.08351840823888779,
-0.008229303173720837,
-0.010195664130151272,
-0.04774272069334984,
0.01574132964015007,
0.06761959195137024,
0.022466015070676804,
-0.016587577760219574,
0.0230873916298151,
0.042762912809848785,
0.03226160258054733,
-0.017481369897723198,
-0.04335998371243477,
0.039502907544374466,
-0.10581976175308228,
-0.029440388083457947,
-0.0025292353238910437,
-0.05802622437477112,
-0.06325889378786087,
0.03372931852936745,
-0.10673893988132477,
-0.008117344230413437,
-0.02449832111597061,
-0.08013353496789932,
-0.017099663615226746,
-0.03604964539408684,
-0.0805932879447937,
0.025796694681048393,
0.09070086479187012,
-0.0031377654522657394,
-0.07790808379650116,
0.0428747795522213,
0.04109378531575203,
0.006839874666184187,
-0.009094827808439732,
-0.06195512041449547,
-0.0669865608215332,
0.006853712256997824,
-0.018908081576228142,
-0.03360643610358238,
0.01190361101180315,
0.042166247963905334,
0.007149670273065567,
0.033180076628923416,
0.10333137214183807,
-0.007987133227288723,
0.03794413432478905,
-0.05128786712884903,
-0.024611396715044975,
-0.0399211123585701,
-0.08979403972625732,
-0.006636759731918573,
0.07832236588001251,
0.026753729209303856,
-0.03354092687368393,
-0.1045360118150711,
-0.0639006569981575,
0.027132824063301086,
0.01964128389954567,
-0.03783360496163368,
-0.041634757071733475,
-0.03435438498854637,
-0.06963825225830078,
-0.028010142967104912,
0.02897363342344761,
0.0841246023774147,
0.05860069766640663,
-0.01613781787455082,
-0.03310174122452736,
0.06742357462644577,
-0.15213316679000854,
-0.0032364202197641134,
-0.028336474671959877,
0.061124514788389206,
-0.0689486414194107,
-2.690834955055845e-33,
-0.030402017757296562,
0.04914924502372742,
0.002090467605739832,
0.007035479880869389,
-0.03338318690657616,
-0.010701602324843407,
0.0778111144900322,
-0.003787233494222164,
0.009190780110657215,
0.03662940114736557,
-0.08868882805109024,
0.06836991012096405,
0.0014474864583462477,
-0.05265110358595848,
0.07534234970808029,
0.017227012664079666,
-0.006161166820675135,
0.06430216133594513,
-0.05355265364050865,
0.02385150082409382,
-0.04504288360476494,
0.03561729937791824,
-0.1684606969356537,
-0.009961763396859169,
0.04469289630651474,
0.0584164597094059,
0.09504589438438416,
0.04931933060288429,
-0.04009000584483147,
-0.00003025895966857206,
-0.016533251851797104,
0.058029934763908386,
-0.04307521879673004,
0.09613437950611115,
0.0069000753574073315,
-0.004637541715055704,
-0.02025729976594448,
0.00538232084363699,
-0.008514638058841228,
-0.0038211762439459562,
0.044550735503435135,
-0.019380517303943634,
0.012018930166959763,
-0.01690455712378025,
0.001192335388623178,
0.03723737969994545,
-0.034163665026426315,
-0.032315559685230255,
-0.05358026549220085,
-0.02611636556684971,
0.05417826399207115,
0.017444834113121033,
0.04032471403479576,
-0.024332495406270027,
0.03615440055727959,
0.022955143824219704,
-0.012264330871403217,
-0.08086799830198288,
-0.018598876893520355,
-0.16105851531028748,
0.06408792734146118,
-0.0009867206681519747,
-0.025699542835354805,
0.01356481947004795,
0.005076161120086908,
-0.03226594254374504,
-0.014657906256616116,
-0.004473852459341288,
-0.0006975737633183599,
-0.13992521166801453,
-0.001634933752939105,
0.026253947988152504,
0.01648205704987049,
-0.07471301406621933,
-0.01018995326012373,
-0.02380756102502346,
-0.039549343287944794,
0.023446841165423393,
-0.017698174342513084,
0.048766832798719406,
0.02134225144982338,
0.016439057886600494,
0.045867085456848145,
0.05906777083873749,
-0.03175380080938339,
-0.038249243050813675,
-0.02799038402736187,
0.14371603727340698,
0.042942605912685394,
-0.006572923623025417,
-0.004949229769408703,
0.049531519412994385,
0.012111109681427479,
0.042550284415483475,
-0.0528763122856617,
-4.122972896425381e-8,
-0.06677108258008957,
-0.07737841457128525,
-0.08869621902704239,
-0.0390133261680603,
0.006636079866439104,
-0.052006881684064865,
-0.03332741558551788,
-0.030559057369828224,
0.0023251858074218035,
-0.026627859100699425,
0.06128941476345062,
0.05889661982655525,
-0.10932185500860214,
0.06272299587726593,
-0.08598250895738602,
0.013617211952805519,
-0.07098820060491562,
0.07375144958496094,
0.04266868159174919,
-0.0504954569041729,
-0.05825716257095337,
0.02229711413383484,
0.03985898569226265,
-0.049878351390361786,
-0.09421738982200623,
0.004549646750092506,
-0.08098666369915009,
-0.01887817680835724,
-0.04207390174269676,
0.014336511492729187,
-0.01038333773612976,
0.013206396251916885,
0.06209782138466835,
-0.032162073999643326,
0.032978251576423645,
0.05068647488951683,
0.02836480177938938,
0.04709211736917496,
0.02627820149064064,
0.017712291330099106,
0.060369446873664856,
-0.07457897067070007,
0.016757767647504807,
0.001969147240743041,
-0.011158180423080921,
0.001637584762647748,
-0.0012384308502078056,
0.04351521283388138,
0.02866389788687229,
-0.030072234570980072,
-0.0262750256806612,
-0.031115252524614334,
0.050522372126579285,
-0.04492310434579849,
0.021071957424283028,
0.014957180246710777,
0.021254291757941246,
-0.06907801330089569,
-0.00722359586507082,
0.053141333162784576,
0.024609725922346115,
0.06351448595523834,
0.03834987059235573,
0.005301953759044409
] | 0.050416 |
# macOS 上的健康检查 如何从菜单栏应用查看关联渠道是否健康。 ## 菜单栏 - 状态圆点现在反映 Baileys 健康状态： - 绿色：已关联 + socket 最近已打开。 - 橙色：正在连接/重试。 - 红色：已登出或探测失败。 - 第二行显示"linked · auth 12m"或显示失败原因。 - "Run Health Check"菜单项触发按需探测。 ## 设置 - 通用选项卡新增健康卡片，显示：关联认证时间、会话存储路径/数量、上次检查时间、上次错误/状态码，以及运行健康检查/显示日志按钮。 - 使用缓存快照，因此 UI 立即加载，离线时优雅降级。 - \*\*渠道选项卡\*\*显示渠道状态 + WhatsApp/Telegram 的控制（登录二维码、登出、探测、上次断开/错误）。 ## 探测工作原理 - 应用每约 60 秒和按需时通过 `ShellExecutor` 运行 `openclaw health --json`。探测加载凭证并报告状态，不发送消息。 - 分别缓存上次成功的快照和上次错误以避免闪烁；显示每个的时间戳。 ## 有疑问时 - 你仍然可以使用 [Gateway 网关健康](/gateway/health) 中的 CLI 流程（`openclaw status`、`openclaw status --deep`、`openclaw health --json`），并在 `/tmp/openclaw/openclaw-\*.log` 中跟踪 `web-heartbeat` / `web-reconnect`。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/health.md | main | opebclaw | [
-0.05042588338255882,
0.07418902218341827,
-0.005541110411286354,
-0.0815880298614502,
-0.04149940237402916,
-0.007587925065308809,
0.09165233373641968,
0.013921942561864853,
-0.013875937089323997,
-0.006577142979949713,
0.18587899208068848,
-0.043549101799726486,
0.06833665072917938,
-0.001634897431358695,
-0.010364855639636517,
-0.02969858981668949,
-0.026623709127306938,
-0.005101704504340887,
-0.031992942094802856,
0.08213677257299423,
-0.05109161138534546,
-0.011844461783766747,
0.00937607791274786,
0.05453600734472275,
0.00601973757147789,
0.04090959578752518,
-0.01492051687091589,
0.005829987116158009,
0.008752738125622272,
-0.031801093369722366,
-0.05675913393497467,
0.07440432161092758,
-0.06241282820701599,
-0.013818894512951374,
0.13472266495227814,
0.03202103078365326,
0.029371101409196854,
-0.04240022972226143,
-0.007826723158359528,
0.025988463312387466,
-0.06383504718542099,
-0.08399472385644913,
-0.014735501259565353,
-0.034412931650877,
0.02765776216983795,
0.05618193373084068,
-0.05595092102885246,
0.04385320097208023,
-0.077013298869133,
-0.052334245294332504,
-0.040622033178806305,
0.017825720831751823,
0.0294436514377594,
0.031906988471746445,
0.0630270466208458,
-0.011208727024495602,
-0.07339058816432953,
-0.02154891937971115,
-0.03338028863072395,
0.021567311137914658,
-0.05194242671132088,
0.06216847896575928,
-0.0064402692951262,
0.02453242428600788,
-0.08128447085618973,
0.021531112492084503,
-0.023135948926210403,
-0.009842109866440296,
-0.05526098981499672,
0.041412707418203354,
-0.03860638290643692,
-0.06337347626686096,
0.034020327031612396,
0.04112567752599716,
-0.03366582840681076,
0.019666627049446106,
-0.028941992670297623,
0.01584811508655548,
-0.06488317251205444,
-0.13869553804397583,
-0.05170373246073723,
-0.01037590578198433,
0.05743679776787758,
0.0027583169285207987,
-0.05676065757870674,
0.039121028035879135,
-0.0567174106836319,
-0.041993532329797745,
0.05551427602767944,
-0.0571986548602581,
0.08470045030117035,
0.061538130044937134,
0.016896933317184448,
-0.05806628614664078,
0.11589225381612778,
-0.07781078666448593,
0.04129691421985626,
0.032430488616228104,
-0.0017616061959415674,
0.019809003919363022,
-0.007159258238971233,
-0.02134942077100277,
-0.08010827749967575,
-0.02841060608625412,
0.0021447911858558655,
-0.016170663759112358,
-0.034695815294981,
0.015554552897810936,
0.09094148874282837,
0.04353044927120209,
0.012864258140325546,
-0.05457908660173416,
0.03557627648115158,
-0.08949121832847595,
-0.0015424143057316542,
0.01747381128370762,
-0.015449164435267448,
-0.05454576388001442,
0.026562677696347237,
-0.03128654509782791,
0.07190903276205063,
-0.02708996832370758,
-0.10655071586370468,
-0.04043430835008621,
-0.05982464551925659,
0.02372797578573227,
0.13356810808181763,
-4.769254251064571e-33,
-0.009714795276522636,
0.013595717959105968,
-0.027915509417653084,
-0.03286305442452431,
0.07312019914388657,
-0.05382979288697243,
-0.014295840635895729,
0.02081049233675003,
-0.019487744197249413,
0.032295048236846924,
-0.0446532778441906,
0.0006966418004594743,
-0.07351663708686829,
-0.010832645930349827,
-0.061600588262081146,
-0.06791470944881439,
-0.0022047851234674454,
-0.01340338122099638,
0.0701122134923935,
-0.008566431701183319,
0.08064403384923935,
-0.07433363050222397,
0.030946483835577965,
0.02143743820488453,
-0.05189210921525955,
0.07630971819162369,
-0.007763673551380634,
0.0036102747544646263,
-0.034593433141708374,
0.022489873692393303,
0.008586114272475243,
-0.02098112739622593,
0.005734085571020842,
-0.03850942850112915,
-0.07222290337085724,
-0.03432204946875572,
0.06716810166835785,
-0.027994822710752487,
-0.057047005742788315,
-0.05622563883662224,
-0.053564295172691345,
-0.017168989405035973,
0.051344819366931915,
0.008708423934876919,
0.04140401631593704,
-0.0050916592590510845,
-0.08924446254968643,
-0.0482502244412899,
0.08786136656999588,
-0.06189863383769989,
-0.05960971117019653,
0.026796922087669373,
-0.02108503319323063,
-0.018682098016142845,
0.0022390212398022413,
-0.022074928507208824,
-0.12735390663146973,
0.0363820381462574,
-0.034757357090711594,
0.021099824458360672,
0.019336814060807228,
0.03284390643239021,
-0.020996257662773132,
-0.03871667757630348,
0.04479127749800682,
0.045773785561323166,
-0.05289673060178757,
0.022328553721308708,
0.030457040295004845,
-0.07250861078500748,
-0.08448868244886398,
0.059123694896698,
0.03334707021713257,
0.04114525020122528,
-0.026658281683921814,
-0.04323742911219597,
-0.04136643186211586,
0.0632815733551979,
0.021671976894140244,
-0.10157840698957443,
-0.045727331191301346,
-0.05918709933757782,
-0.011936556547880173,
0.032774798572063446,
0.054121822118759155,
-0.024248765781521797,
0.07170532643795013,
-0.002074409043416381,
-0.09944479167461395,
0.05166199430823326,
-0.11424655467271805,
0.004629428964108229,
0.025821316987276077,
0.04268307238817215,
0.035026680678129196,
-3.8536488442396294e-33,
-0.032543353736400604,
0.029050424695014954,
-0.0694829672574997,
-0.007788825314491987,
0.005721543915569782,
-0.03917042165994644,
0.0237551461905241,
0.008917325176298618,
0.01631634496152401,
0.04975566640496254,
-0.03582072630524635,
0.018201930448412895,
-0.06552628427743912,
0.01994745247066021,
-0.07101394981145859,
0.015673786401748657,
-0.02882244624197483,
0.0764613226056099,
-0.028336752206087112,
0.061717063188552856,
0.014538893476128578,
0.04412342607975006,
-0.11673162132501602,
0.013375237584114075,
-0.02372441068291664,
0.09731882810592651,
0.019003966823220253,
-0.04468479007482529,
0.04393020272254944,
0.06536249071359634,
0.018494704738259315,
0.0005933148204348981,
-0.06626810878515244,
0.05768139287829399,
-0.09181251376867294,
-0.10946477949619293,
0.05528602376580238,
0.004514835309237242,
-0.06448941677808762,
-0.0278254896402359,
0.12076496332883835,
-0.05545484647154808,
-0.02503872662782669,
-0.0489828921854496,
0.028874877840280533,
0.008858991786837578,
-0.04102601483464241,
-0.0991760715842247,
-0.09649406373500824,
-0.06089460849761963,
0.07520361989736557,
-0.011005689390003681,
0.03356565907597542,
0.025320783257484436,
-0.05262526124715805,
0.035522885620594025,
-0.010067641735076904,
-0.10897012799978256,
-0.05025690793991089,
-0.08394358307123184,
0.0845380574464798,
0.02739524282515049,
-0.03827804699540138,
0.009276974946260452,
0.0666627362370491,
-0.04840699955821037,
-0.0160524919629097,
-0.053606342524290085,
0.06648562848567963,
-0.07777204364538193,
0.021017812192440033,
-0.00783463753759861,
0.009075870737433434,
-0.07543820142745972,
0.027793724089860916,
0.05331232026219368,
-0.05634823068976402,
0.03665619716048241,
-0.034072887152433395,
0.04067586362361908,
-0.03327249735593796,
-0.015352190472185612,
-0.03680262714624405,
0.0965561792254448,
-0.06281553953886032,
-0.010151363909244537,
0.022327948361635208,
0.06577617675065994,
-0.018440168350934982,
-0.023907573893666267,
-0.004438891541212797,
0.035511668771505356,
0.003186079440638423,
0.0021582841873168945,
-0.0059949662536382675,
-5.146001669231737e-8,
0.0024122351314872503,
-0.04848066717386246,
-0.06345050781965256,
-0.0496189184486866,
0.031001489609479904,
-0.03601371496915817,
-0.07432648539543152,
-0.06488719582557678,
0.0031798563431948423,
-0.04800773784518242,
0.016926247626543045,
0.04864068329334259,
-0.06970155239105225,
-0.040326736867427826,
-0.044788818806409836,
-0.046695526689291,
-0.12433766573667526,
0.00477937376126647,
-0.01615683175623417,
-0.06045285612344742,
-0.043003685772418976,
-0.0024309582076966763,
0.007385592442005873,
-0.07760865241289139,
-0.06766171753406525,
0.018235299736261368,
-0.0500546433031559,
0.025745833292603493,
-0.04574728012084961,
0.04462825506925583,
0.009484429843723774,
-0.010442595928907394,
0.012645523995161057,
-0.06578996777534485,
0.017103740945458412,
0.006539372261613607,
0.07476288080215454,
-0.0004275815444998443,
0.025050876662135124,
-0.002837429754436016,
-0.014941818080842495,
-0.11846542358398438,
-0.04518278315663338,
0.03592120110988617,
0.11752094328403473,
-0.09344997256994247,
0.021390845999121666,
0.03385528177022934,
0.04743673652410507,
-0.025603285059332848,
0.011536036618053913,
-0.02453763037919998,
0.07099203020334244,
-0.07313445210456848,
0.005107981618493795,
-0.020614715293049812,
0.04817169904708862,
0.036882977932691574,
-0.012420374900102615,
0.07628718763589859,
0.06388910114765167,
0.03325185552239418,
0.04458237439393997,
0.03515779227018356
] | 0.051954 |
# 远程 OpenClaw（macOS ⇄ 远程主机） 此流程让 macOS 应用作为运行在另一台主机（桌面/服务器）上的 OpenClaw Gateway 网关的完整远程控制。这是应用的 \*\*Remote over SSH\*\*（远程运行）功能。所有功能——健康检查、语音唤醒转发和 Web Chat——都重用来自 \_Settings → General\_ 的相同远程 SSH 配置。 ## 模式 - \*\*Local (this Mac)\*\*：一切都在笔记本电脑上运行。不涉及 SSH。 - \*\*Remote over SSH（默认）\*\*：OpenClaw 命令在远程主机上执行。mac 应用使用 `-o BatchMode` 加上你选择的身份/密钥打开 SSH 连接，并进行本地端口转发。 - \*\*Remote direct (ws/wss)\*\*：无 SSH 隧道。mac 应用直接连接到 Gateway 网关 URL（例如，通过 Tailscale Serve 或公共 HTTPS 反向代理）。 ## 远程传输 远程模式支持两种传输方式： - \*\*SSH 隧道\*\*（默认）：使用 `ssh -N -L ...` 将 Gateway 网关端口转发到 localhost。Gateway 网关会将节点的 IP 视为 `127.0.0.1`，因为隧道是 loopback。 - \*\*Direct (ws/wss)\*\*：直接连接到 Gateway 网关 URL。Gateway 网关看到真实的客户端 IP。 ## 远程主机上的先决条件 1. 安装 Node + pnpm 并构建/安装 OpenClaw CLI（`pnpm install && pnpm build && pnpm link --global`）。 2. 确保 `openclaw` 在非交互式 shell 的 PATH 中（如需要，请符号链接到 `/usr/local/bin` 或 `/opt/homebrew/bin`）。 3. 使用密钥认证打开 SSH。我们推荐使用 \*\*Tailscale\*\* IP 以实现离开局域网时的稳定可达性。 ## macOS 应用设置 1. 打开 \_Settings → General\_。 2. 在 \*\*OpenClaw runs\*\* 下，选择 \*\*Remote over SSH\*\* 并设置： - \*\*Transport\*\*：\*\*SSH tunnel\*\* 或 \*\*Direct (ws/wss)\*\*。 - \*\*SSH target\*\*：`user@host`（可选 `:port`）。 - 如果 Gateway 网关在同一局域网上并广播 Bonjour，从发现列表中选择它以自动填充此字段。 - \*\*Gateway URL\*\*（仅 Direct）：`wss://gateway.example.ts.net`（或本地/局域网使用 `ws://...`）。 - \*\*Identity file\*\*（高级）：你的密钥路径。 - \*\*Project root\*\*（高级）：用于命令的远程 checkout 路径。 - \*\*CLI path\*\*（高级）：可运行的 `openclaw` 入口点/二进制文件的可选路径（广播时自动填充）。 3. 点击 \*\*Test remote\*\*。成功表示远程 `openclaw status --json` 正确运行。失败通常意味着 PATH/CLI 问题；退出码 127 表示远程找不到 CLI。 4. 健康检查和 Web Chat 现在将自动通过此 SSH 隧道运行。 ## Web Chat - \*\*SSH 隧道\*\*：Web Chat 通过转发的 WebSocket 控制端口（默认 18789）连接到 Gateway 网关。 - \*\*Direct (ws/wss)\*\*：Web Chat 直接连接到配置的 Gateway 网关 URL。 - 不再有单独的 WebChat HTTP 服务器。 ## 权限 - 远程主机需要与本地相同的 TCC 批准（自动化、辅助功能、屏幕录制、麦克风、语音识别、通知）。在该机器上运行新手引导以一次性授予它们。 - 节点通过 `node.list` / `node.describe` 广播其权限状态，以便智能体知道哪些可用。 ## 安全注意事项 - 优先在远程主机上使用 loopback 绑定，并通过 SSH 或 Tailscale 连接。 - 如果你将 Gateway 网关绑定到非 loopback 接口，请要求令牌/密码认证。 - 参见[安全](/gateway/security)和 [Tailscale](/gateway/tailscale)。 ## WhatsApp 登录流程（远程） - \*\*在远程主机上\*\*运行 `openclaw channels login --verbose`。用手机上的 WhatsApp 扫描二维码。 - 如果认证过期，在该主机上重新运行登录。健康检查会显示关联问题。 ## 故障排除 - \*\*exit 127 / not found\*\*：`openclaw` 不在非登录 shell 的 PATH 中。将其添加到 `/etc/paths`、你的 shell rc，或符号链接到 `/usr/local/bin`/`/opt/homebrew/bin`。 - \*\*Health probe failed\*\*：检查 SSH 可达性、PATH，以及 Baileys 是否已登录（`openclaw status --json`）。 - \*\*Web Chat 卡住\*\*：确认 Gateway 网关正在远程主机上运行，转发的端口与 Gateway 网关 WS 端口匹配；UI 需要健康的 WS 连接。 - \*\*节点 IP 显示 127.0.0.1\*\*：使用 SSH 隧道时是预期的。如果你想让 Gateway 网关看到真实的客户端 IP，请将 \*\*Transport\*\* 切换到 \*\*Direct (ws/wss)\*\*。 - \*\*Voice Wake\*\*：触发短语在远程模式下自动转发；不需要单独的转发器。 ## 通知声音 通过带有 `openclaw` 和 `node.invoke` 的脚本为每个通知选择声音，例如： ```bash openclaw nodes notify --node --title "Ping" --body "Remote gateway ready" --sound Glass ``` 应用中不再有全局"默认声音"开关；调用者为每个请求选择声音（或无声音）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/platforms/mac/remote.md | main | opebclaw | [
-0.01316867582499981,
0.004603662993758917,
0.021766750141978264,
-0.07308413833379745,
-0.020094772800803185,
-0.07635042816400528,
-0.0016112427692860365,
-0.02887258492410183,
0.030446358025074005,
-0.017579594627022743,
0.17075924575328827,
-0.039750296622514725,
0.040574438869953156,
-0.01771649345755577,
0.06780204176902771,
0.041339755058288574,
-0.016899503767490387,
-0.049170587211847305,
0.015444289892911911,
0.04052158072590828,
-0.029413387179374695,
-0.05216709151864052,
0.0018283831886947155,
0.014968661591410637,
0.020722802728414536,
-0.0032698241993784904,
0.05102900043129921,
0.03332750126719475,
-0.04332251474261284,
-0.03295368328690529,
-0.07717567682266235,
0.1402311623096466,
-0.023531552404165268,
0.03198457136750221,
0.078672394156456,
0.042341530323028564,
0.11769499629735947,
0.005239857826381922,
-0.08967893570661545,
-0.030470339581370354,
-0.027609745040535927,
-0.057192929089069366,
0.07816135138273239,
0.02069740556180477,
0.005444199778139591,
0.006677907891571522,
-0.06721477210521698,
-0.042289018630981445,
-0.059357378631830215,
-0.06016046181321144,
-0.1144537553191185,
-0.009563619270920753,
-0.006660926155745983,
0.08554358780384064,
0.07553792744874954,
0.058873049914836884,
0.008157703094184399,
0.04061950743198395,
0.06659495830535889,
0.023258857429027557,
-0.06359975039958954,
0.019004546105861664,
-0.05968674644827843,
0.02143070660531521,
-0.04726701229810715,
-0.03985252231359482,
-0.010531138628721237,
0.0034175673499703407,
-0.06180093064904213,
0.04652103781700134,
-0.02515513263642788,
-0.05984055995941162,
-0.006586833391338587,
0.026621367782354355,
-0.06596744805574417,
-0.04282372072339058,
0.052380647510290146,
-0.009233376942574978,
-0.07840188592672348,
-0.09438862651586533,
-0.04923390597105026,
-0.006613106466829777,
-0.021336516365408897,
0.013367104344069958,
-0.059802234172821045,
0.06011088937520981,
-0.04875003919005394,
-0.0636061504483223,
0.11082230508327484,
0.010102074593305588,
0.0015243185916915536,
0.003235620679333806,
-0.04261912778019905,
0.01244113128632307,
0.02484866976737976,
-0.08543828874826431,
0.050533611327409744,
0.024636857211589813,
-0.010087715461850166,
0.029159408062696457,
0.030615178868174553,
-0.019570687785744667,
-0.03322078660130501,
-0.0022801035083830357,
-0.026897801086306572,
0.02544275112450123,
0.03577989339828491,
0.024755965918302536,
0.067616306245327,
0.022592004388570786,
-0.060343824326992035,
-0.07626110315322876,
0.00009470929217059165,
-0.054562758654356,
-0.020648514851927757,
0.04419679939746857,
0.03409772366285324,
-0.03693723306059837,
0.0010482494253665209,
-0.019285472109913826,
0.07478666305541992,
0.0005264642531983554,
-0.06977785378694534,
0.009257340803742409,
-0.03501906991004944,
-0.01941126585006714,
0.1633404940366745,
-8.469064863915142e-34,
0.005365199875086546,
-0.016752900555729866,
-0.03341563418507576,
-0.043596383184194565,
0.13688404858112335,
-0.039371225982904434,
-0.004933439660817385,
0.003318570088595152,
-0.1214694008231163,
0.06029011681675911,
-0.024000022560358047,
-0.00969692599028349,
-0.04352278634905815,
0.0033480890560895205,
0.026357408612966537,
-0.09340540319681168,
0.045146483927965164,
0.035965315997600555,
0.06682135164737701,
0.01686428114771843,
0.04773422330617905,
0.04616888612508774,
0.03286151960492134,
-0.046443209052085876,
-0.04511126130819321,
0.0121117839589715,
0.027921829372644424,
-0.02012784034013748,
0.023983871564269066,
0.04075847938656807,
0.05875961855053902,
-0.01693604700267315,
-0.03183150291442871,
-0.01034254115074873,
-0.10069192200899124,
-0.02079501375555992,
0.0025108682457357645,
-0.07531256228685379,
0.005008889362215996,
0.011816619895398617,
-0.10527627915143967,
-0.021603899076581,
-0.030021412298083305,
-0.01443570852279663,
-0.03385225310921669,
-0.06849860399961472,
-0.11522171646356583,
-0.08446427434682846,
0.028949715197086334,
0.02605750970542431,
-0.11243128776550293,
0.014094973914325237,
-0.005063468590378761,
0.05305804684758186,
0.013908939436078072,
-0.021375643089413643,
-0.021126391366124153,
0.0008477524970658123,
-0.0008652706746943295,
0.014597428031265736,
-0.002975767944008112,
0.04877392575144768,
-0.017587685957551003,
-0.05544554442167282,
0.07889606803655624,
0.006198907736688852,
0.008258895948529243,
0.019113002344965935,
0.013627910055220127,
-0.05210934951901436,
-0.08207346498966217,
0.018316475674510002,
0.033586032688617706,
0.04029804840683937,
-0.019462881609797478,
-0.05145879462361336,
-0.07660802453756332,
0.08950754255056381,
0.11418349295854568,
-0.039712172001600266,
-0.0705508217215538,
0.06048969551920891,
-0.08641702681779861,
0.04418208450078964,
-0.05559429153800011,
0.11839408427476883,
0.03251506760716438,
0.01693081483244896,
-0.04796368628740311,
0.13176964223384857,
-0.13325436413288116,
-0.010325039736926556,
0.03203980252146721,
-0.013154963031411171,
-0.048964839428663254,
-3.946261636037102e-33,
-0.016314206644892693,
0.04403524100780487,
-0.09226860105991364,
0.024806953966617584,
-0.040999941527843475,
-0.00026219262508675456,
0.042694997042417526,
0.011317722499370575,
-0.03187962621450424,
-0.02555840089917183,
-0.036720409989356995,
0.038135841488838196,
-0.013624309562146664,
-0.10144072771072388,
0.02771066501736641,
-0.02091606706380844,
0.009689774364233017,
0.03831304609775543,
-0.06703764200210571,
-0.0034655870404094458,
0.027729028835892677,
0.008837483823299408,
-0.10159862041473389,
0.0480782724916935,
0.04184393957257271,
0.02341628633439541,
0.03150183707475662,
0.09635109454393387,
0.032870080322027206,
0.0168113075196743,
-0.0219518281519413,
0.017864756286144257,
-0.06270898878574371,
0.06984367221593857,
0.01871056668460369,
0.027377968654036522,
-0.024689456447958946,
0.09279579669237137,
-0.014585462398827076,
0.009100093506276608,
0.06380579620599747,
-0.04896891489624977,
-0.06561404466629028,
-0.006965619511902332,
-0.015402101911604404,
0.08651937544345856,
-0.09387286752462387,
-0.03188513591885567,
-0.0589609257876873,
-0.06579235196113586,
0.06473378092050552,
-0.03283045440912247,
-0.015291716903448105,
-0.011265590786933899,
-0.002604956505820155,
0.026403307914733887,
-0.03494556248188019,
-0.07411282509565353,
-0.0052765351720154285,
-0.11503800004720688,
0.07281700521707535,
-0.029305607080459595,
-0.01810375042259693,
0.011574111878871918,
0.00756328459829092,
-0.03648906201124191,
0.007571471855044365,
0.004601436201483011,
0.08813818544149399,
-0.09477590769529343,
0.015424990095198154,
0.04154878109693527,
0.006371727213263512,
-0.03328859061002731,
0.01476594340056181,
-0.01907663606107235,
0.004236167296767235,
0.014055760577321053,
-0.04933851957321167,
0.054451923817396164,
0.03863390535116196,
0.08364298194646835,
-0.012245938181877136,
0.06696620583534241,
-0.008903518319129944,
-0.002380549907684326,
0.005050326697528362,
0.1144387274980545,
0.03435879945755005,
-0.03562743216753006,
-0.02356485091149807,
0.06052057072520256,
-0.03405756130814552,
0.045739248394966125,
-0.021382588893175125,
-4.258500041487423e-8,
-0.024607567116618156,
-0.12192343175411224,
0.004717408213764429,
0.009193547070026398,
-0.021704327315092087,
-0.022538991644978523,
-0.028601057827472687,
-0.07256704568862915,
0.0007038146140985191,
-0.032350730150938034,
-0.009481215849518776,
0.04952770099043846,
-0.06592640280723572,
-0.008502227254211903,
-0.07061817497015,
0.028827378526329994,
-0.012492343783378601,
0.0015761556569486856,
0.033357083797454834,
-0.024069225415587425,
-0.023087453097105026,
0.0021419168915599585,
-0.006441247649490833,
0.006541277281939983,
-0.1255565881729126,
0.09958978742361069,
-0.07205060124397278,
0.044803500175476074,
-0.10921017825603485,
-0.03555566817522049,
0.0412929430603981,
-0.04669703170657158,
-0.03948403149843216,
0.03459334746003151,
0.03181255981326103,
0.010628816671669483,
-0.055651552975177765,
-0.03583550825715065,
0.002217058325186372,
-0.0055212038569152355,
-0.014187916181981564,
-0.10608556866645813,
-0.046512406319379807,
0.012689118273556232,
0.07710979878902435,
-0.018242359161376953,
-0.015098974108695984,
0.004751938860863447,
0.006586508359760046,
0.01960335671901703,
0.01211182214319706,
-0.03540121018886566,
0.025496896356344223,
0.009465096518397331,
0.0364890918135643,
0.004702146630734205,
0.02707020565867424,
-0.10652104765176773,
0.030032113194465637,
0.07618523389101028,
0.05612669885158539,
0.06429614871740341,
-0.02530331164598465,
0.009048456326127052
] | 0.095793 |
# apply\_patch 工具 使用结构化补丁格式应用文件更改。这非常适合多文件 或多段编辑，在这些场景下单次 `edit` 调用会很脆弱。 该工具接受一个 `input` 字符串，其中包含一个或多个文件操作： ``` \*\*\* Begin Patch \*\*\* Add File: path/to/file.txt +line 1 +line 2 \*\*\* Update File: src/app.ts @@ -old line +new line \*\*\* Delete File: obsolete.txt \*\*\* End Patch ``` ## 参数 - `input`（必需）：完整的补丁内容，包括 `\*\*\* Begin Patch` 和 `\*\*\* End Patch`。 ## 说明 - 路径相对于工作区根目录解析。 - 在 `\*\*\* Update File:` 段中使用 `\*\*\* Move to:` 可重命名文件。 - 需要时使用 `\*\*\* End of File` 标记仅在文件末尾的插入。 - 实验性功能，默认禁用。通过 `tools.exec.applyPatch.enabled` 启用。 - 仅限 OpenAI（包括 OpenAI Codex）。可选通过 `tools.exec.applyPatch.allowModels` 按模型进行限制。 - 配置仅在 `tools.exec` 下。 ## 示例 ```json { "tool": "apply\_patch", "input": "\*\*\* Begin Patch\n\*\*\* Update File: src/index.ts\n@@\n-const foo = 1\n+const foo = 2\n\*\*\* End Patch" } ``` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/apply-patch.md | main | opebclaw | [
-0.10176414251327515,
0.055542971938848495,
-0.01593063212931156,
-0.0539562925696373,
-0.041914209723472595,
0.011771867983043194,
0.052314288914203644,
0.03445079177618027,
0.008051030337810516,
0.0882454663515091,
0.11576105654239655,
-0.011760160326957703,
0.026692526414990425,
-0.04845114424824715,
0.021277928724884987,
0.088350810110569,
-0.1343999058008194,
0.02187506854534149,
-0.07053924351930618,
-0.04332124814391136,
-0.07935065776109695,
0.01418385375291109,
0.03388676792383194,
0.023636307567358017,
0.019771656021475792,
0.06984081119298935,
-0.03548698499798775,
0.0150576401501894,
-0.07665080577135086,
0.002480731811374426,
-0.060311950743198395,
0.10728103667497635,
0.029516099020838737,
0.02630394697189331,
0.08653616905212402,
0.07430313527584076,
-0.04823881760239601,
-0.02581772580742836,
-0.053165920078754425,
0.007751696277409792,
-0.005151217803359032,
0.014383343979716301,
0.004882144741714001,
-0.0855136290192604,
0.03604651987552643,
-0.006505527533590794,
-0.02041441947221756,
-0.04891669750213623,
-0.05877811461687088,
-0.05772612243890762,
-0.05998249724507332,
-0.0022238341625779867,
-0.034472666680812836,
0.006984909065067768,
0.07381225377321243,
-0.05146169662475586,
0.03908613696694374,
0.04427492618560791,
0.05461975559592247,
-0.04354539513587952,
0.03723212704062462,
0.03453345596790314,
-0.013017251156270504,
-0.07234162837266922,
-0.003884646575897932,
0.011447661556303501,
-0.06428598612546921,
0.015308856032788754,
0.03262631222605705,
0.004475187975913286,
-0.10578750818967819,
0.0861719474196434,
-0.01687420904636383,
-0.018415065482258797,
-0.013002212159335613,
-0.030334586277604103,
-0.02545437030494213,
0.047473229467868805,
-0.05762792378664017,
-0.16195254027843475,
0.042040348052978516,
-0.07839871197938919,
0.10367870330810547,
-0.02816988155245781,
-0.020382385700941086,
0.004092357121407986,
-0.026389965787529945,
-0.08860395103693008,
0.06377335637807846,
0.009355506859719753,
0.02208601124584675,
0.02590050920844078,
0.05087821185588837,
0.02730032242834568,
0.054420072585344315,
0.027567556127905846,
-0.0002965917228721082,
0.09476744383573532,
-0.036012597382068634,
0.03626292943954468,
0.03953656926751137,
-0.02616967260837555,
-0.10950791835784912,
0.015620339661836624,
0.01890999637544155,
-0.00044082323438487947,
0.007553660310804844,
-0.030623743310570717,
0.04744613543152809,
-0.04331168904900551,
0.00998083595186472,
-0.11947232484817505,
-0.05272894725203514,
-0.13788840174674988,
-0.031172655522823334,
-0.036913078278303146,
0.059865131974220276,
0.047927845269441605,
-0.11641940474510193,
0.07915139198303223,
0.04618344455957413,
-0.03822571039199829,
-0.08672860264778137,
-0.01349116675555706,
-0.07414982467889786,
-0.045104216784238815,
0.15337255597114563,
2.1090624133537478e-33,
0.009424957446753979,
0.002394886454567313,
-0.05546468123793602,
0.06469551473855972,
0.06328153610229492,
-0.045184336602687836,
0.015544317662715912,
-0.053546272218227386,
-0.07586589455604553,
-0.0511966235935688,
-0.04003345966339111,
-0.07396235316991806,
-0.06945342570543289,
0.025219975039362907,
-0.058651745319366455,
-0.049701523035764694,
0.018147461116313934,
-0.040839679539203644,
0.028669215738773346,
0.024079464375972748,
0.11311203241348267,
0.015087027102708817,
-0.04104996472597122,
-0.10235089808702469,
-0.038584593683481216,
0.03332231566309929,
0.04713548719882965,
-0.07251374423503876,
0.06299344450235367,
-0.018968138843774796,
0.04522135108709335,
-0.03258482366800308,
0.03989679366350174,
0.02513910084962845,
-0.07971124351024628,
-0.04769560694694519,
0.012305719777941704,
-0.012532715685665607,
-0.0471760593354702,
-0.013975461013615131,
0.04644500091671944,
-0.025657963007688522,
-0.0638747438788414,
-0.007917345501482487,
0.11620890349149704,
-0.019976744428277016,
-0.05434415489435196,
0.007045163307338953,
-0.01646432653069496,
-0.040320444852113724,
0.035323839634656906,
0.08044853061437607,
-0.04785057529807091,
-0.005593303591012955,
0.008933641016483307,
-0.04494738206267357,
0.00005986721589579247,
-0.07619613409042358,
-0.060793809592723846,
-0.00846469309180975,
0.07133454829454422,
-0.029263818636536598,
-0.023055216297507286,
0.058923885226249695,
0.08846206218004227,
-0.02281055599451065,
0.09179165214300156,
0.013155769556760788,
-0.03148185461759567,
-0.03807415813207626,
-0.11059621721506119,
-0.04077516123652458,
0.0218817126005888,
0.03685920313000679,
-0.04937160760164261,
-0.03840159997344017,
-0.03140025585889816,
0.034871190786361694,
-0.02611706778407097,
-0.053638435900211334,
-0.05593572556972504,
-0.06686131656169891,
-0.033362098038196564,
-0.054172758013010025,
-0.0124057587236166,
-0.007983919233083725,
-0.024681899696588516,
-0.0022178273648023605,
0.07119263708591461,
-0.018026353791356087,
-0.022441809996962547,
-0.024394521489739418,
-0.017734499648213387,
-0.0341285839676857,
0.0420687198638916,
-6.732420550407995e-33,
0.08291322737932205,
0.0645727664232254,
-0.03852782025933266,
-0.013827222399413586,
-0.032509494572877884,
-0.03291567787528038,
0.0037339702248573303,
0.04802710935473442,
0.044745273888111115,
0.061116911470890045,
-0.06047045812010765,
0.01019133348017931,
0.041102346032857895,
-0.04753047972917557,
-0.03247804194688797,
0.03823453187942505,
0.005844585131853819,
0.03826187923550606,
-0.06797238439321518,
0.05184343457221985,
0.015033396892249584,
-0.027430269867181778,
-0.03265335410833359,
0.08581777662038803,
-0.007836348377168179,
0.020646803081035614,
0.049362123012542725,
0.0009443169110454619,
-0.013417924754321575,
0.03423667699098587,
-0.02407774142920971,
0.005730167031288147,
-0.08464657515287399,
0.017255637794733047,
-0.00528336688876152,
-0.020176058635115623,
0.031927820295095444,
-0.03122733160853386,
-0.05084998533129692,
0.0101883290335536,
0.02878503128886223,
0.02436760626733303,
-0.05022437125444412,
0.00767027260735631,
0.04262661188840866,
0.03737843036651611,
-0.007023006211966276,
0.03061402589082718,
-0.09969291090965271,
-0.06200961768627167,
0.07518018037080765,
-0.04251283407211304,
0.020864252001047134,
-0.04249507561326027,
0.030152447521686554,
0.039384908974170685,
0.013977358117699623,
-0.03945857286453247,
-0.05437437444925308,
-0.06658157706260681,
0.07702170312404633,
0.0006852275691926479,
-0.011110338382422924,
-0.07963237911462784,
0.016618460416793823,
0.0494556687772274,
0.0045563471503555775,
0.0032948683947324753,
0.02098054625093937,
-0.08146388828754425,
0.07315575331449509,
0.007669373881071806,
-0.02293219231069088,
0.0011448714649304748,
-0.007822208106517792,
0.0399121418595314,
0.024075863882899284,
0.022282475605607033,
0.026861272752285004,
0.09105899184942245,
-0.0009502280154265463,
0.0017848119605332613,
0.03789432719349861,
0.02803623117506504,
-0.035750217735767365,
0.03708728775382042,
-0.02094639651477337,
0.05282197147607803,
0.02273210883140564,
-0.0567789189517498,
-0.04106152430176735,
0.017888708040118217,
0.042264673858881,
0.01149801816791296,
-0.016470221802592278,
-4.765548666796349e-8,
-0.02004794403910637,
-0.09555210918188095,
-0.14032813906669617,
-0.030768046155571938,
-0.02565007470548153,
-0.002403839724138379,
-0.06870613992214203,
0.003683414775878191,
0.029834648594260216,
-0.1044858992099762,
-0.049685101956129074,
0.014179162681102753,
-0.09736509621143341,
0.0029451751615852118,
-0.06681544333696365,
-0.023707052692770958,
-0.003206167370080948,
0.01581430248916149,
0.013821921311318874,
-0.04445049539208412,
-0.034838926047086716,
0.07058433443307877,
0.05308050662279129,
-0.020559288561344147,
-0.00042765995021909475,
0.01962362974882126,
0.0555216521024704,
0.022219160571694374,
-0.060833342373371124,
-0.04455374553799629,
0.09821019321680069,
-0.08012408763170242,
0.06310531497001648,
0.03896518424153328,
0.024161510169506073,
0.03971688821911812,
0.19687795639038086,
0.031418442726135254,
0.003917843569070101,
0.003531181486323476,
0.0066137611865997314,
0.002743745455518365,
-0.05003955960273743,
-0.0064802877604961395,
-0.02457519620656967,
-0.08856876939535141,
0.004967241082340479,
-0.05623962730169296,
-0.003997160121798515,
-0.0777880847454071,
0.05678180977702141,
0.004057616461068392,
-0.022964084520936012,
-0.0007728589116595685,
-0.02664443477988243,
0.06587683409452438,
0.03557240590453148,
-0.0034784262534230947,
-0.00046211775043047965,
0.014000826515257359,
0.0035150526091456413,
-0.03155980259180069,
0.029999330639839172,
0.018674075603485107
] | 0.093671 |
# 斜杠命令 命令由 Gateway 网关处理。大多数命令必须作为以 `/` 开头的\*\*独立\*\*消息发送。 仅主机的 bash 聊天命令使用 `! `（`/bash ` 是别名）。 有两个相关系统： - \*\*命令\*\*：独立的 `/...` 消息。 - \*\*指令\*\*：`/think`、`/verbose`、`/reasoning`、`/elevated`、`/exec`、`/model`、`/queue`。 - 指令在模型看到消息之前被剥离。 - 在普通聊天消息中（不是仅指令消息），它们被视为"内联提示"，\*\*不会\*\*持久化会话设置。 - 在仅指令消息中（消息只包含指令），它们会持久化到会话并回复确认。 - 指令仅对\*\*授权发送者\*\*生效（渠道白名单/配对加上 `commands.useAccessGroups`）。 未授权发送者的指令被视为纯文本。 还有一些\*\*内联快捷方式\*\*（仅限白名单/授权发送者）：`/help`、`/commands`、`/status`、`/whoami`（`/id`）。 它们立即运行，在模型看到消息之前被剥离，剩余文本继续通过正常流程。 ## 配置 ```json5 { commands: { native: "auto", nativeSkills: "auto", text: true, bash: false, bashForegroundMs: 2000, config: false, debug: false, restart: false, useAccessGroups: true, }, } ``` - `commands.text`（默认 `true`）启用解析聊天消息中的 `/...`。 - 在没有原生命令的平台上（WhatsApp/WebChat/Signal/iMessage/Google Chat/MS Teams），即使你将此设置为 `false`，文本命令仍然有效。 - `commands.native`（默认 `"auto"`）注册原生命令。 - Auto：在 Discord/Telegram 上启用；在 Slack 上禁用（直到你添加斜杠命令）；在不支持原生命令的提供商上忽略。 - 设置 `channels.discord.commands.native`、`channels.telegram.commands.native` 或 `channels.slack.commands.native` 以按提供商覆盖（布尔值或 `"auto"`）。 - `false` 在启动时清除 Discord/Telegram 上之前注册的命令。Slack 命令在 Slack 应用中管理，不会自动删除。 - `commands.nativeSkills`（默认 `"auto"`）在支持时原生注册 \*\*Skill\*\* 命令。 - Auto：在 Discord/Telegram 上启用；在 Slack 上禁用（Slack 需要为每个 Skill 创建一个斜杠命令）。 - 设置 `channels.discord.commands.nativeSkills`、`channels.telegram.commands.nativeSkills` 或 `channels.slack.commands.nativeSkills` 以按提供商覆盖（布尔值或 `"auto"`）。 - `commands.bash`（默认 `false`）启用 `! ` 来运行主机 shell 命令（`/bash ` 是别名；需要 `tools.elevated` 白名单）。 - `commands.bashForegroundMs`（默认 `2000`）控制 bash 切换到后台模式之前等待多长时间（`0` 立即后台运行）。 - `commands.config`（默认 `false`）启用 `/config`（读写 `openclaw.json`）。 - `commands.debug`（默认 `false`）启用 `/debug`（仅运行时覆盖）。 - `commands.useAccessGroups`（默认 `true`）对命令强制执行白名单/策略。 ## 命令列表 文本 + 原生（启用时）： - `/help` - `/commands` - `/skill [input]`（按名称运行 Skill） - `/status`（显示当前状态；在可用时包含当前模型提供商的提供商使用量/配额） - `/allowlist`（列出/添加/删除白名单条目） - `/approve allow-once|allow-always|deny`（解决 exec 审批提示） - `/context [list|detail|json]`（解释"上下文"；`detail` 显示每个文件 + 每个工具 + 每个 Skill + 系统提示词大小） - `/whoami`（显示你的发送者 ID；别名：`/id`） - `/subagents list|stop|log|info|send`（检查、停止、记录或向当前会话的子智能体运行发送消息） - `/config show|get|set|unset`（将配置持久化到磁盘，仅所有者；需要 `commands.config: true`） - `/debug show|set|unset|reset`（运行时覆盖，仅所有者；需要 `commands.debug: true`） - `/usage off|tokens|full|cost`（每响应使用量页脚或本地成本摘要） - `/tts off|always|inbound|tagged|status|provider|limit|summary|audio`（控制 TTS；参见 [/tts](/tts)） - Discord：原生命令是 `/voice`（Discord 保留了 `/tts`）；文本 `/tts` 仍然有效。 - `/stop` - `/restart` - `/dock-telegram`（别名：`/dock\_telegram`）（将回复切换到 Telegram） - `/dock-discord`（别名：`/dock\_discord`）（将回复切换到 Discord） - `/dock-slack`（别名：`/dock\_slack`）（将回复切换到 Slack） - `/activation mention|always`（仅限群组） - `/send on|off|inherit`（仅所有者） - `/reset` 或 `/new [model]`（可选模型提示；其余部分传递） - `/think `（按模型/提供商动态选择；别名：`/thinking`、`/t`） - `/verbose on|full|off`（别名：`/v`） - `/reasoning on|off|stream`（别名：`/reason`；启用时，发送带有 `Reasoning:` 前缀的单独消息；`stream` = 仅 Telegram 草稿） - `/elevated on|off|ask|full`（别名：`/elev`；`full` 跳过 exec 审批） - `/exec host= security= ask= node=`（发送 `/exec` 显示当前设置） - `/model `（别名：`/models`；或 `agents.defaults.models.\*.alias` 中的 `/`） - `/queue `（加上选项如 `debounce:2s cap:25 drop:summarize`；发送 `/queue` 查看当前设置） - `/bash `（仅主机；`! ` 的别名；需要 `commands.bash: true` + `tools.elevated` 白名单） 仅文本： - `/compact [instructions]`（参见 [/concepts/compaction](/concepts/compaction)） - `! `（仅主机；一次一个；对长时间运行的任务使用 `!poll` + `!stop`） - `!poll`（检查输出/状态；接受可选的 `sessionId`；`/bash poll` 也可用） - `!stop`（停止正在运行的 bash 任务；接受可选的 `sessionId`；`/bash stop` 也可用） 注意事项： - 命令接受命令和参数之间的可选 `:`（例如 `/think: high`、`/send: on`、`/help:`）。 - `/new ` 接受模型别名、`provider/model` 或提供商名称（模糊匹配）；如果没有匹配，文本被视为消息正文。 - 要获取完整的提供商使用量分解，使用 `openclaw status --usage`。 - `/allowlist add|remove` 需要 `commands.config=true` 并遵循渠道 `configWrites`。 - `/usage` 控制每响应使用量页脚；`/usage cost` 从 OpenClaw 会话日志打印本地成本摘要。 - `/restart` 默认禁用；设置 `commands.restart: true` 启用它。 - `/verbose` 用于调试和额外可见性；在正常使用中保持\*\*关闭\*\*。 - `/reasoning`（和 `/verbose`）在群组设置中有风险：它们可能会暴露你不打算公开的内部推理或工具输出。最好保持关闭，尤其是在群聊中。 - \*\*快速路径：\*\* 来自白名单发送者的仅命令消息会立即处理（绕过队列 + 模型）。 - \*\*群组提及门控：\*\* 来自白名单发送者的仅命令消息绕过提及要求。 - \*\*内联快捷方式（仅限白名单发送者）：\*\* 某些命令在嵌入普通消息时也能工作，并在模型看到剩余文本之前被剥离。 - 示例：`hey /status` 触发状态回复，剩余文本继续通过正常流程。 - 目前：`/help`、`/commands`、`/status`、`/whoami`（`/id`）。 - 未授权的仅命令消息被静默忽略，内联 `/...` 令牌被视为纯文本。 - \*\*Skill 命令：\*\* `user-invocable` Skills 作为斜杠命令公开。名称被清理为 `a-z0-9\_`（最多 32 个字符）；冲突获得数字后缀（例如 `\_2`）。 - `/skill [input]` 按名称运行 Skill（当原生命令限制阻止每个 Skill 命令时有用）。 - 默认情况下，Skill 命令作为普通请求转发给模型。 - Skills 可以选择声明 `command-dispatch: tool` 将命令直接路由到工具（确定性，无模型）。 - 示例：`/prose`（OpenProse 插件）— 参见 [OpenProse](/prose)。 - \*\*原生命令参数：\*\* Discord 使用自动完成进行动态选项（以及当你省略必需参数时的按钮菜单）。当命令支持选择且你省略参数时，Telegram 和 Slack 显示按钮菜单。 ## 使用量显示（什么显示在哪里） - \*\*提供商使用量/配额\*\*（示例："Claude 80% left"）在启用使用量跟踪时显示在 `/status` 中，针对当前模型提供商。 - \*\*每响应令牌/成本\*\*由 `/usage off|tokens|full` 控制（附加到普通回复）。 - `/model status` 是关于\*\*模型/认证/端点\*\*的，不是使用量。 ## 模型选择（`/model`） `/model` 作为指令实现。 示例： ``` /model /model list /model 3 /model openai/gpt-5.2 /model opus@anthropic:default /model status ``` 注意事项： - `/model` 和 `/model list` 显示紧凑的编号选择器（模型系列 + 可用提供商）。 - `/model <#>` 从该选择器中选择（并在可能时优先选择当前提供商）。 - `/model status` 显示详细视图，包括在可用时配置的提供商端点（`baseUrl`）和 API 模式（`api`）。 ## 调试覆盖 `/debug` 让你设置\*\*仅运行时\*\*的配置覆盖（内存，不写磁盘）。仅所有者。默认禁用；使用 `commands.debug: true` 启用。 示例： ``` /debug show /debug set messages.responsePrefix="[openclaw]" /debug set channels.whatsapp.allowFrom=["+1555","+4477"] /debug unset messages.responsePrefix /debug reset ``` 注意事项： - 覆盖立即应用于新的配置读取，但\*\*不会\*\*写入 `openclaw.json`。 - 使用 `/debug reset` 清除所有覆盖并返回到磁盘上的配置。 ## 配置更新 `/config` 写入你的磁盘配置（`openclaw.json`）。仅所有者。默认禁用；使用 `commands.config: true` 启用。 示例： ``` /config show /config show messages.responsePrefix /config get messages.responsePrefix /config set messages.responsePrefix="[openclaw]" /config unset messages.responsePrefix ``` 注意事项： - 配置在写入前会验证；无效更改会被拒绝。 - `/config` 更新在重启后持久化。 ## 平台注意事项 - \*\*文本命令\*\*在普通聊天会话中运行（私信共享 `main`，群组有自己的会话）。 - \*\*原生命令\*\*使用隔离的会话： - Discord：`agent::discord:slash:` - Slack：`agent::slack:slash:`（前缀可通过 `channels.slack.slashCommand.sessionPrefix` 配置） - Telegram：`telegram:slash:`（通过 `CommandTargetSessionKey` 定向到聊天会话） - \*\*`/stop`\*\* 定向到活动聊天会话，因此可以中止当前运行。 - \*\*Slack：\*\* `channels.slack.slashCommand` 仍然支持单个 `/openclaw` 风格的命令。如果你启用 `commands.native`，你必须为每个内置命令创建一个 Slack 斜杠命令（与 `/help` 相同的名称）。Slack 的命令参数菜单以临时 Block Kit 按钮形式发送。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/slash-commands.md | main | opebclaw | [
-0.037759918719530106,
0.05632326379418373,
0.015705976635217667,
-0.06022470444440842,
-0.05562681332230568,
0.0023954950738698244,
0.06760044395923615,
-0.015521788969635963,
0.07180625200271606,
-0.012259552255272865,
0.1679733395576477,
-0.0528809130191803,
0.08106517046689987,
-0.050442490726709366,
0.0136221619322896,
0.001983960159122944,
-0.05101093277335167,
0.015866447240114212,
-0.07603621482849121,
-0.029835255816578865,
-0.05915580689907074,
-0.01570460945367813,
-0.0048106093890964985,
0.03511645272374153,
-0.061439670622348785,
-0.02470301277935505,
-0.03142531216144562,
0.05767153948545456,
0.03383638709783554,
-0.06126992776989937,
-0.08757977932691574,
0.15083885192871094,
-0.037651143968105316,
0.04622073844075203,
0.05703648552298546,
0.07787902653217316,
0.049962181597948074,
-0.05034280940890312,
-0.04206081107258797,
-0.02166859060525894,
0.024057526141405106,
-0.01851843111217022,
0.06952494382858276,
-0.04613123834133148,
0.021574487909674644,
0.027644149959087372,
-0.060353200882673264,
-0.032119907438755035,
-0.11857468634843826,
-0.05559708550572395,
-0.08369093388319016,
0.005675299558788538,
0.024196185171604156,
0.004584992304444313,
0.0618264302611351,
0.02307646907866001,
-0.022124052047729492,
-0.011370579712092876,
0.025119608268141747,
-0.043100301176309586,
-0.05143602564930916,
0.08309971541166306,
-0.06017744913697243,
0.021897677332162857,
-0.04284163936972618,
-0.01089315302670002,
0.004646803252398968,
0.03175569325685501,
0.047500189393758774,
0.0761466696858406,
-0.09974680840969086,
-0.03201894834637642,
-0.02089405059814453,
0.006369374226778746,
-0.04824721813201904,
0.03261775150895119,
0.036086976528167725,
0.01530701108276844,
-0.05897323042154312,
-0.17492584884166718,
-0.04842798784375191,
-0.028209760785102844,
0.05437923222780228,
-0.05394195020198822,
-0.07462567090988159,
0.03446982428431511,
-0.044577181339263916,
-0.045251328498125076,
0.12223305553197861,
-0.02411716990172863,
0.05629931762814522,
0.02128564938902855,
0.05890420079231262,
0.037808481603860855,
0.026610398665070534,
0.010745524428784847,
0.027379224076867104,
-0.000012337498446868267,
-0.06631580740213394,
0.018360882997512817,
0.034720271825790405,
0.045123934745788574,
-0.01600665971636772,
-0.0035438155755400658,
-0.02689494378864765,
-0.0588219054043293,
-0.02745675854384899,
-0.008265570737421513,
0.026797495782375336,
-0.007413667161017656,
-0.049400459975004196,
-0.06912112981081009,
0.012682603672146797,
-0.11257027089595795,
0.016418948769569397,
0.02903706207871437,
-0.019680792465806007,
-0.061744119971990585,
-0.04140443727374077,
-0.0024726656265556812,
-0.0036198545712977648,
0.0006744260899722576,
-0.11214883625507355,
-0.03621992841362953,
-0.03600502759218216,
-0.0519401840865612,
0.04442623630166054,
-2.1919798448358956e-35,
0.06145652383565903,
0.028567614033818245,
0.012682401575148106,
-0.0329672209918499,
0.06344526261091232,
-0.010448801331222057,
0.011694970540702343,
0.0037812977097928524,
-0.07258234173059464,
0.06721736490726471,
-0.015206115320324898,
-0.026432719081640244,
-0.08382713049650192,
0.023786107078194618,
-0.015070602297782898,
0.0033260949421674013,
-0.029408680275082588,
-0.05868284031748772,
0.026887159794569016,
-0.05388587713241577,
0.08453558385372162,
0.044700268656015396,
-0.03498650714755058,
-0.03385413438081741,
0.012119652703404427,
0.044520724564790726,
0.052615176886320114,
0.045815978199243546,
0.02138911560177803,
0.03475172445178032,
0.011255940422415733,
-0.0025494834408164024,
-0.021966854110360146,
-0.007424804847687483,
-0.06489229202270508,
0.010984792374074459,
0.01213610079139471,
0.016221849247813225,
0.0031308738980442286,
-0.0016586976125836372,
-0.0560079887509346,
-0.004644052591174841,
-0.056240908801555634,
0.015380616299808025,
0.0015042891027405858,
-0.043978702276945114,
-0.08041970431804657,
-0.08678576350212097,
0.07217700034379959,
-0.027575675398111343,
-0.06477215141057968,
-0.0028482505585998297,
0.060383331030607224,
0.008048515766859055,
0.024369627237319946,
-0.022624345496296883,
-0.09809358417987823,
0.024777838960289955,
-0.03146953880786896,
0.006507848855108023,
-0.006723801139742136,
0.016751959919929504,
-0.027526866644620895,
0.02379767596721649,
0.07912380993366241,
0.031610630452632904,
-0.06562519073486328,
-0.04456715285778046,
0.05445483326911926,
-0.02571057341992855,
-0.080192431807518,
-0.02782072313129902,
0.06635292619466782,
0.025221742689609528,
-0.011073089204728603,
-0.10045988857746124,
-0.1291733831167221,
-0.047773052006959915,
0.031043455004692078,
-0.004504297859966755,
-0.10173843055963516,
-0.05211662873625755,
-0.025044450536370277,
0.05253032594919205,
0.020693186670541763,
-0.029925333335995674,
0.08355998992919922,
0.0004077448684256524,
-0.030271518975496292,
0.0008041881374083459,
-0.10385581105947495,
-0.011887138709425926,
0.09160597622394562,
-0.031279630959033966,
-0.03417644649744034,
-6.718388086595054e-33,
-0.04334880784153938,
0.04842584952712059,
-0.09465830028057098,
0.04776105657219887,
-0.016017381101846695,
-0.04249151796102524,
0.01992848701775074,
-0.000891930190846324,
0.012016952969133854,
-0.022521307691931725,
-0.07305127382278442,
0.04344460368156433,
0.004976741969585419,
-0.0005781344952993095,
0.04051969572901726,
0.0038046028930693865,
0.024448202922940254,
0.034487687051296234,
-0.02687993459403515,
0.08169220387935638,
-0.014112553559243679,
-0.026092546060681343,
-0.20314201712608337,
0.07503122836351395,
0.018972214311361313,
0.03136415779590607,
0.061327721923589706,
-0.00024332768225576729,
-0.04212924465537071,
0.020032402127981186,
-0.013467556796967983,
0.02270139753818512,
-0.043160077184438705,
0.11191610991954803,
-0.07232256233692169,
-0.10205165296792984,
0.0008625074988231063,
0.003408028744161129,
-0.06254467368125916,
-0.032867103815078735,
0.016568010672926903,
-0.030166706070303917,
0.028367500752210617,
-0.023562777787446976,
-0.0029975834768265486,
-0.008326626382768154,
-0.021839920431375504,
-0.10696197301149368,
-0.07802580296993256,
-0.05646887421607971,
0.023065099492669106,
-0.06357796490192413,
-0.007871954701840878,
0.0054332115687429905,
0.01826499029994011,
0.011285088956356049,
0.006970408372581005,
-0.08279885351657867,
-0.032958514988422394,
-0.06050528213381767,
0.05716128274798393,
0.02120416797697544,
-0.055958911776542664,
-0.017392439767718315,
0.02981320396065712,
-0.052520573139190674,
0.062279704958200455,
-0.002284172223880887,
0.08973093330860138,
-0.11113672703504562,
0.06755783408880234,
0.06254442781209946,
-0.026959160342812538,
-0.01378989964723587,
0.041764795780181885,
0.01180566381663084,
-0.03812258690595627,
0.054944995790719986,
-0.02893874980509281,
0.0033736922778189182,
0.012671218253672123,
-0.01355845294892788,
0.0010189866879954934,
0.07864119112491608,
-0.059375930577516556,
-0.04271329939365387,
-0.013888235203921795,
0.09437845647335052,
-0.009718313813209534,
-0.02864377386868,
0.009393671527504921,
-0.013109815306961536,
-0.009184727445244789,
0.0578140951693058,
0.014532539993524551,
-5.339692421557629e-8,
-0.021393559873104095,
-0.08627207577228546,
-0.04526400938630104,
-0.01699713245034218,
-0.011783271096646786,
-0.012776300311088562,
-0.020480241626501083,
-0.02758529968559742,
0.007434499450027943,
-0.017087846994400024,
0.0537559948861599,
-0.006072616204619408,
-0.0782480537891388,
0.014905047602951527,
-0.04957519471645355,
-0.04727887362241745,
-0.062359873205423355,
0.07435448467731476,
-0.048042915761470795,
-0.08134207874536514,
-0.08360244333744049,
0.07468397170305252,
-0.0006300631794147193,
-0.11129165440797806,
-0.043337125331163406,
0.07060083001852036,
-0.08657797425985336,
0.0012369353789836168,
-0.04616876319050789,
-0.0015140807954594493,
0.022800924256443977,
-0.02719016931951046,
0.025678571313619614,
-0.025602193549275398,
0.004141400568187237,
0.016242343932390213,
0.09807881712913513,
-0.010962000116705894,
0.025644933804869652,
-0.010940740816295147,
0.08209570497274399,
-0.05832384154200554,
0.0018552510300651193,
0.04496372491121292,
0.13676287233829498,
-0.06367722153663635,
0.05254253372550011,
0.009850296191871166,
0.07555096596479416,
-0.008559124544262886,
-0.015343955717980862,
0.033448051661252975,
-0.00037810346111655235,
-0.05556730180978775,
0.005767814349383116,
0.019659779965877533,
-0.05656211078166962,
0.04766517132520676,
0.0010534998727962375,
0.03909570723772049,
0.08294102549552917,
0.06458940356969833,
-0.031740885227918625,
0.012850967235863209
] | 0.035115 |
`/openclaw` 风格的命令。如果你启用 `commands.native`，你必须为每个内置命令创建一个 Slack 斜杠命令（与 `/help` 相同的名称）。Slack 的命令参数菜单以临时 Block Kit 按钮形式发送。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/slash-commands.md | main | opebclaw | [
-0.06908158212900162,
-0.00256745726801455,
-0.0661710575222969,
0.025182263925671577,
0.0010037601459771395,
-0.0842374861240387,
0.010315604507923126,
0.052904486656188965,
-0.04730711877346039,
-0.031208684667944908,
0.08008461445569992,
-0.08887121826410294,
-0.004937817342579365,
-0.0058374530635774136,
0.0720621645450592,
0.10063442587852478,
-0.009658564813435078,
0.03468073531985283,
0.01644310913980007,
-0.027585512027144432,
-0.017210256308317184,
0.06376371532678604,
0.07183940708637238,
-0.009325386956334114,
-0.05138324201107025,
-0.023087438195943832,
-0.04215766116976738,
-0.023887228220701218,
0.046758610755205154,
-0.02484917640686035,
0.022345352917909622,
0.0345303937792778,
0.08574306964874268,
0.06904336810112,
0.09541714191436768,
0.09882564097642899,
-0.026351183652877808,
-0.047888025641441345,
-0.07741378247737885,
-0.023769760504364967,
-0.02370680496096611,
0.01366735715419054,
-0.05112820863723755,
-0.05924166738986969,
-0.022845709696412086,
-0.09375586360692978,
-0.05354762077331543,
-0.05893082171678543,
-0.012844319455325603,
-0.0034827874042093754,
-0.0970911830663681,
-0.10770388692617416,
-0.047424621880054474,
-0.06539537012577057,
0.09403496235609055,
0.0014379745116457343,
-0.006013296078890562,
-0.017653442919254303,
0.071467325091362,
-0.006310807541012764,
0.03657989948987961,
0.05546945333480835,
-0.040293242782354355,
0.03379375860095024,
-0.038467880338430405,
0.027491839602589607,
-0.04485445097088814,
0.03659319877624512,
-0.066338449716568,
-0.04560825228691101,
-0.0660138875246048,
-0.014384722337126732,
-0.00020674316328950226,
0.03607805445790291,
0.0032245179172605276,
-0.1133696511387825,
0.04032251238822937,
0.061631932854652405,
-0.07429950684309006,
-0.09712398052215576,
-0.11784721165895462,
-0.006911660544574261,
-0.08475475758314133,
0.01842356286942959,
-0.06691477447748184,
0.14990071952342987,
-0.011812550015747547,
0.01689497008919716,
0.10700459033250809,
0.018290584906935692,
-0.004979900550097227,
-0.06584543734788895,
-0.03249429911375046,
0.0452425479888916,
-0.06364233046770096,
-0.06628101319074631,
0.04508749023079872,
0.020779544487595558,
-0.11060719937086105,
0.0407496802508831,
0.03149053454399109,
-0.012591265141963959,
-0.01940593495965004,
0.001440325053408742,
-0.06280995160341263,
0.023285824805498123,
0.022980188950896263,
0.034602515399456024,
-0.00974280759692192,
0.021701034158468246,
0.01100361067801714,
-0.058955419808626175,
-0.007623446639627218,
-0.1326562613248825,
-0.04340919107198715,
-0.01412383746355772,
-0.018321998417377472,
-0.0385909229516983,
0.06806503236293793,
0.04877427965402603,
0.061896294355392456,
0.04613528400659561,
-0.061342086642980576,
-0.044036366045475006,
0.0052030752412974834,
-0.02314910851418972,
0.08077631890773773,
2.06938745863258e-33,
0.06962528079748154,
-0.012165923602879047,
-0.03796746954321861,
0.01521826721727848,
0.08179726451635361,
-0.03195460885763168,
0.04058945178985596,
-0.01091958861798048,
-0.10216115415096283,
0.07204615324735641,
0.03737812861800194,
-0.051750440150499344,
-0.09497243911027908,
0.041066817939281464,
-0.0004496192268561572,
-0.04155990108847618,
-0.020557792857289314,
-0.047155626118183136,
0.011952664703130722,
-0.016471726819872856,
-0.032034434378147125,
0.01571478694677353,
-0.0010978776263073087,
0.07591704279184341,
-0.016578761860728264,
0.0424371175467968,
0.057264428585767746,
-0.0591406412422657,
-0.014120290987193584,
0.04995421692728996,
0.026867982000112534,
-0.01574781723320484,
0.004996350035071373,
0.03721310943365097,
-0.0678919330239296,
0.015267986804246902,
-0.023411588743329048,
-0.024107230827212334,
-0.01866965927183628,
-0.05065741389989853,
-0.013842265121638775,
-0.005338714923709631,
-0.009894049726426601,
-0.07139891386032104,
0.03990422561764717,
-0.09699831902980804,
-0.00957502331584692,
0.03477632999420166,
0.03363474830985069,
-0.007416819222271442,
0.005187420640140772,
0.03017221763730049,
0.05143836885690689,
0.02455144189298153,
-0.007001467514783144,
-0.06900114566087723,
-0.05943842977285385,
0.02925916016101837,
-0.008503478020429611,
0.006073301658034325,
0.012083020992577076,
0.016597948968410492,
0.02998107112944126,
0.06860493123531342,
-0.0174212958663702,
0.022621724754571915,
0.03588047996163368,
-0.029409587383270264,
0.0025255626533180475,
-0.01812055893242359,
-0.12383098155260086,
-0.04690944403409958,
-0.007642664480954409,
0.07798222452402115,
-0.08432144671678543,
-0.0398174524307251,
-0.00727130938321352,
-0.020540019497275352,
0.02133871056139469,
-0.05553096905350685,
-0.03162446618080139,
-0.033883269876241684,
-0.06351685523986816,
-0.00859073642641306,
-0.013311663642525673,
0.08519541472196579,
0.010973784141242504,
0.010157031938433647,
0.025363201275467873,
0.046793900430202484,
-0.14410492777824402,
-0.0502740815281868,
-0.0646306648850441,
-0.006237351335585117,
0.03657974302768707,
-7.524063098441019e-33,
0.06438764929771423,
0.04371202737092972,
-0.03021494671702385,
-0.009830617345869541,
-0.025343099609017372,
-0.03482908010482788,
-0.01586098037660122,
-0.07496465742588043,
0.009633415378630161,
0.09447136521339417,
-0.09372767806053162,
0.058437857776880264,
0.0005010641179978848,
-0.02596982568502426,
0.05631513148546219,
0.025165578350424767,
-0.0030822206754237413,
0.004357809666544199,
-0.06825824081897736,
0.03243884816765785,
-0.11978081613779068,
0.004977276548743248,
-0.019293364137411118,
0.024016082286834717,
0.043299973011016846,
0.009197617881000042,
0.03884228318929672,
0.08467753231525421,
0.01452471874654293,
-0.06888367980718613,
0.0043868557550013065,
0.01686660386621952,
-0.045448046177625656,
0.06361162662506104,
-0.04110945388674736,
-0.01879863254725933,
0.02489336021244526,
0.01908433623611927,
0.018114417791366577,
-0.0448729433119297,
0.016803205013275146,
0.00923825055360794,
-0.03600841760635376,
-0.025724181905388832,
-0.08820810914039612,
0.06392399966716766,
-0.053066931664943695,
-0.06481440365314484,
-0.15070219337940216,
-0.05464530363678932,
0.05734154209494591,
0.0049699232913553715,
0.03196512907743454,
-0.053157635033130646,
-0.0059464722871780396,
0.0493757501244545,
-0.029019098728895187,
-0.01956036686897278,
0.0173101257532835,
-0.09076987206935883,
0.011982569471001625,
-0.003781604813411832,
-0.01574806496500969,
0.03195597976446152,
0.0009305973071604967,
-0.05001618340611458,
0.0028391850646585226,
0.011230397038161755,
-0.07118577510118484,
-0.08110207319259644,
-0.020062141120433807,
0.05727076157927513,
0.04751266539096832,
-0.036353517323732376,
-0.042390238493680954,
0.021098818629980087,
-0.046812254935503006,
-0.06125359982252121,
0.0005348411505110562,
0.0454995334148407,
0.08304782211780548,
-0.021921826526522636,
0.05525461956858635,
0.021900901570916176,
-0.037215545773506165,
-0.0028626651037484407,
-0.014310597442090511,
0.14247387647628784,
-0.005907292012125254,
-0.023626094684004784,
-0.05287258327007294,
0.01857232302427292,
0.006671295966953039,
0.026424933224916458,
-0.018100690096616745,
-4.750441462419985e-8,
-0.08341595530509949,
-0.10078946501016617,
-0.06359117478132248,
-0.031127136200666428,
-0.026569724082946777,
0.00886563304811716,
-0.06410228461027145,
0.0192368533462286,
-0.0022434829734265804,
-0.02885371819138527,
0.08660898357629776,
0.009666121564805508,
-0.06783327460289001,
0.057249777019023895,
-0.0911463052034378,
0.04130357503890991,
-0.014655360020697117,
0.07648059725761414,
0.03883173689246178,
-0.053810276091098785,
0.03589754179120064,
-0.006248557008802891,
0.07982999086380005,
0.03435860574245453,
-0.055296771228313446,
-0.019111288711428642,
-0.07601924985647202,
0.04982560873031616,
0.006234932690858841,
-0.05078396201133728,
0.05439446121454239,
-0.015431391075253487,
0.11861380189657211,
-0.03797171264886856,
0.11436571180820465,
0.06311707198619843,
0.0027933770325034857,
0.008292058482766151,
0.007012867368757725,
0.022819453850388527,
0.07391104102134705,
-0.027672460302710533,
-0.0060266656801104546,
-0.034913916140794754,
-0.11535585671663284,
0.00012000763672403991,
-0.025357084348797798,
0.009443271905183792,
-0.052709195762872696,
-0.07038627564907074,
0.01436206977814436,
-0.019132990390062332,
0.005087786354124546,
0.020655924454331398,
0.01123400405049324,
0.08389399945735931,
0.035587847232818604,
-0.07728404551744461,
0.0018311480525881052,
0.05375421792268753,
-0.01834891363978386,
0.0737975463271141,
-0.02724870853126049,
0.029832059517502785
] | 0.12475 |
# Lobster Lobster 是一个工作流外壳，让 OpenClaw 能够将多步骤工具序列作为单个确定性操作运行，并带有显式审批检查点。 ## 亮点 你的助手可以构建管理自身的工具。请求一个工作流，30 分钟后你就有了一个 CLI 和作为单次调用运行的管道。Lobster 是缺失的那一块：确定性管道、显式审批和可恢复状态。 ## 为什么 如今，复杂的工作流需要多次来回的工具调用。每次调用都消耗 token，LLM 必须编排每一步。Lobster 将这种编排移入类型化运行时： - \*\*一次调用代替多次\*\*：OpenClaw 运行一次 Lobster 工具调用并获得结构化结果。 - \*\*内置审批\*\*：副作用（发送邮件、发布评论）会暂停工作流，直到明确批准。 - \*\*可恢复\*\*：暂停的工作流返回一个令牌；批准并恢复而无需重新运行所有内容。 ## 为什么用 DSL 而不是普通程序？ Lobster 故意很小。目标不是"一种新语言"，而是一个可预测的、AI 友好的管道规范，具有一流的审批和恢复令牌。 - \*\*内置批准/恢复\*\*：普通程序可以提示人类，但它无法\*暂停和恢复\*并带有持久令牌，除非你自己发明那个运行时。 - \*\*确定性 + 可审计性\*\*：管道是数据，所以它们易于记录、比较、重放和审查。 - \*\*AI 的受限表面\*\*：微小的语法 + JSON 管道减少了"创造性"代码路径，使验证变得现实可行。 - \*\*内置安全策略\*\*：超时、输出上限、沙箱检查和白名单由运行时强制执行，而不是每个脚本。 - \*\*仍然可编程\*\*：每个步骤都可以调用任何 CLI 或脚本。如果你想要 JS/TS，可以从代码生成 `.lobster` 文件。 ## 工作原理 OpenClaw 以\*\*工具模式\*\*启动本地 `lobster` CLI，并从 stdout 解析 JSON 信封。 如果管道暂停等待审批，工具会返回一个 `resumeToken`，以便你稍后继续。 ## 模式：小型 CLI + JSON 管道 + 审批 构建输出 JSON 的小命令，然后将它们链接成单个 Lobster 调用。（下面是示例命令名称——替换成你自己的。） ```bash inbox list --json inbox categorize --json inbox apply --json ``` ```json { "action": "run", "pipeline": "exec --json --shell 'inbox list --json' | exec --stdin json --shell 'inbox categorize --json' | exec --stdin json --shell 'inbox apply --json' | approve --preview-from-stdin --limit 5 --prompt 'Apply changes?'", "timeoutMs": 30000 } ``` 如果管道请求审批，使用令牌恢复： ```json { "action": "resume", "token": "", "approve": true } ``` AI 触发工作流；Lobster 执行步骤。审批关卡使副作用显式且可审计。 示例：将输入项映射到工具调用： ```bash gog.gmail.search --query 'newer\_than:1d' \ | openclaw.invoke --tool message --action send --each --item-key message --args-json '{"provider":"telegram","to":"..."}' ``` ## 纯 JSON 的 LLM 步骤（llm-task） 对于需要\*\*结构化 LLM 步骤\*\*的工作流，启用可选的 `llm-task` 插件工具并从 Lobster 调用它。这保持了工作流的 确定性，同时仍然允许你使用模型进行分类/摘要/起草。 启用工具： ```json { "plugins": { "entries": { "llm-task": { "enabled": true } } }, "agents": { "list": [ { "id": "main", "tools": { "allow": ["llm-task"] } } ] } } ``` 在管道中使用它： ```lobster openclaw.invoke --tool llm-task --action json --args-json '{ "prompt": "Given the input email, return intent and draft.", "input": { "subject": "Hello", "body": "Can you help?" }, "schema": { "type": "object", "properties": { "intent": { "type": "string" }, "draft": { "type": "string" } }, "required": ["intent", "draft"], "additionalProperties": false } }' ``` 参见 [LLM Task](/tools/llm-task) 了解详情和配置选项。 ## 工作流文件（.lobster） Lobster 可以运行包含 `name`、`args`、`steps`、`env`、`condition` 和 `approval` 字段的 YAML/JSON 工作流文件。在 OpenClaw 工具调用中，将 `pipeline` 设置为文件路径。 ```yaml name: inbox-triage args: tag: default: "family" steps: - id: collect command: inbox list --json - id: categorize command: inbox categorize --json stdin: $collect.stdout - id: approve command: inbox apply --approve stdin: $categorize.stdout approval: required - id: execute command: inbox apply --execute stdin: $categorize.stdout condition: $approve.approved ``` 注意事项： - `stdin: $step.stdout` 和 `stdin: $step.json` 传递前一步骤的输出。 - `condition`（或 `when`）可以根据 `$step.approved` 控制步骤。 ## 安装 Lobster 在运行 OpenClaw Gateway 网关的\*\*同一主机\*\*上安装 Lobster CLI（参见 [Lobster 仓库](https://github.com/openclaw/lobster)），并确保 `lobster` 在 `PATH` 中。 如果你想使用自定义二进制位置，在工具调用中传递\*\*绝对\*\*路径 `lobsterPath`。 ## 启用工具 Lobster 是一个\*\*可选\*\*的插件工具（默认未启用）。 推荐（附加，安全）： ```json { "tools": { "alsoAllow": ["lobster"] } } ``` 或每个智能体： ```json { "agents": { "list": [ { "id": "main", "tools": { "alsoAllow": ["lobster"] } } ] } } ``` 避免使用 `tools.allow: ["lobster"]`，除非你打算在限制性白名单模式下运行。 注意：白名单对于可选插件是自愿加入的。如果你的白名单只包含 插件工具（如 `lobster`），OpenClaw 会保持核心工具启用。要限制核心 工具，也要在白名单中包含你想要的核心工具或组。 ## 示例：邮件分类 不使用 Lobster： ``` 用户："检查我的邮件并起草回复" → openclaw 调用 gmail.list → LLM 总结 → 用户："给 #2 和 #5 起草回复" → LLM 起草 → 用户："发送 #2" → openclaw 调用 gmail.send （每天重复，不记得已分类的内容） ``` 使用 Lobster： ```json { "action": "run", "pipeline": "email.triage --limit 20", "timeoutMs": 30000 } ``` 返回一个 JSON 信封（已截断）： ```json { "ok": true, "status": "needs\_approval", "output": [{ "summary": "5 need replies, 2 need action" }], "requiresApproval": { "type": "approval\_request", "prompt": "Send 2 draft replies?", "items": [], "resumeToken": "..." } } ``` 用户批准 → 恢复： ```json { "action": "resume", "token": "", "approve": true } ``` 一个工作流。确定性。安全。 ## 工具参数 ### `run` 以工具模式运行管道。 ```json { "action": "run", "pipeline": "gog.gmail.search --query 'newer\_than:1d' | email.triage", "cwd": "/path/to/workspace", "timeoutMs": 30000, "maxStdoutBytes": 512000 } ``` 使用参数运行工作流文件： ```json { "action": "run", "pipeline": "/path/to/inbox-triage.lobster", "argsJson": "{\"tag\":\"family\"}" } ``` ### `resume` 在审批后继续暂停的工作流。 ```json { "action": "resume", "token": "", "approve": true } ``` ### 可选输入 - `lobsterPath`：Lobster 二进制文件的绝对路径（省略则使用 `PATH`）。 - `cwd`：管道的工作目录（默认为当前进程工作目录）。 - `timeoutMs`：如果子进程超过此持续时间则终止（默认：20000）。 - `maxStdoutBytes`：如果 stdout 超过此大小则终止子进程（默认：512000）。 - `argsJson`：传递给 `lobster run --args-json` 的 JSON 字符串（仅限工作流文件）。 ## 输出信封 Lobster 返回一个具有三种状态之一的 JSON 信封： - `ok` → 成功完成 - `needs\_approval` → 已暂停；需要 `requiresApproval.resumeToken` 才能恢复 - `cancelled` → 明确拒绝或取消 工具在 `content`（格式化 JSON）和 `details`（原始对象）中都显示信封。 ## 审批 如果存在 `requiresApproval`，检查提示并决定： - `approve: true` → 恢复并继续副作用 - `approve: false` → 取消并终结工作流 使用 `approve | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/lobster.md | main | opebclaw | [
-0.06123196333646774,
0.015475071966648102,
-0.008836673572659492,
-0.07522491365671158,
-0.07520090788602829,
-0.08469986170530319,
0.03474508598446846,
0.009509076364338398,
0.02652127854526043,
-0.05890771001577377,
0.12169858068227768,
-0.06718777865171432,
0.06481124460697174,
-0.004277727100998163,
-0.00617555808275938,
0.1014980897307396,
-0.030555497854948044,
0.06420820206403732,
-0.05572902038693428,
0.019744422286748886,
-0.00852425117045641,
-0.01594131998717785,
0.014201296493411064,
-0.021923840045928955,
-0.04181692749261856,
0.09541548043489456,
0.03271706774830818,
0.010587237775325775,
-0.04849938675761223,
-0.06895023584365845,
-0.03403329476714134,
0.09790583699941635,
-0.029869159683585167,
0.017330016940832138,
0.08240589499473572,
0.048623234033584595,
-0.038959626108407974,
-0.03681915998458862,
0.04667269438505173,
0.07635077089071274,
-0.05013119801878929,
-0.06274500489234924,
0.011049267835915089,
-0.031551823019981384,
0.014562733471393585,
0.04382387921214104,
-0.08174706250429153,
-0.018413713201880455,
-0.06851958483457565,
-0.06809746474027634,
-0.04254619777202606,
-0.05216677859425545,
-0.04286917299032211,
-0.02535116672515869,
0.037926338613033295,
-0.050583600997924805,
-0.045016977936029434,
-0.01865990087389946,
0.03192584589123726,
-0.06252290308475494,
0.03374577313661575,
0.04392203688621521,
0.008685662411153316,
0.016943184658885002,
-0.1182580515742302,
-0.025955334305763245,
0.008665717206895351,
-0.011626485735177994,
-0.051277853548526764,
-0.00846853107213974,
-0.037944454699754715,
0.020360779017210007,
-0.023146944120526314,
0.013738692738115788,
-0.011141147464513779,
-0.010375373996794224,
0.07616464793682098,
0.01592370681464672,
-0.018082130700349808,
-0.0724153220653534,
-0.1001342236995697,
-0.007790734525769949,
0.03465505316853523,
0.039797086268663406,
-0.019846852868795395,
0.1337638646364212,
-0.05274491384625435,
-0.05152219906449318,
0.026260659098625183,
-0.0377085842192173,
0.04058907553553581,
-0.008312994614243507,
0.010560545139014721,
-0.03151347115635872,
0.02820129320025444,
-0.07705946266651154,
0.03365487605333328,
0.03614496439695358,
-0.025221912190318108,
0.04745476692914963,
0.0019457401940599084,
-0.034866441041231155,
-0.01761714369058609,
-0.02986486814916134,
-0.027932772412896156,
0.0021366316359490156,
0.0148814357817173,
0.033918458968400955,
0.12216876447200775,
0.0561852790415287,
-0.024605002254247665,
-0.05126821622252464,
0.04299764335155487,
-0.10465037077665329,
-0.07801169902086258,
0.0442008338868618,
-0.0861242488026619,
-0.058787524700164795,
0.10000801086425781,
-0.016140274703502655,
0.06010522320866585,
0.029185866937041283,
-0.07280179858207703,
0.020412394776940346,
-0.04839808866381645,
-0.0173327699303627,
0.11739180237054825,
4.4778029164056625e-33,
-0.02972656674683094,
0.02630654163658619,
0.01714499108493328,
-0.10028798878192902,
0.10635839402675629,
-0.07264585793018341,
-0.019061150029301643,
-0.009748336859047413,
-0.036940015852451324,
0.04188419505953789,
-0.02410729043185711,
0.011563650332391262,
-0.10225347429513931,
0.03434010222554207,
-0.04440033808350563,
-0.09355363994836807,
-0.027537409216165543,
-0.04559323564171791,
0.022973235696554184,
-0.06224143132567406,
0.03517342358827591,
0.006536608096212149,
0.040939170867204666,
-0.024871835485100746,
-0.10738483816385269,
0.026913661509752274,
0.020578131079673767,
-0.07101783156394958,
0.016027994453907013,
0.047316551208496094,
0.006836762186139822,
-0.08507347106933594,
-0.04851901903748512,
-0.007201762869954109,
-0.15066923201084137,
-0.013083704747259617,
0.014578500762581825,
-0.049050379544496536,
-0.026840589940547943,
-0.04066186398267746,
-0.037240903824567795,
-0.0340745709836483,
0.039481788873672485,
0.030418936163187027,
-0.025807177647948265,
-0.04795899614691734,
-0.02612379565834999,
0.05126519128680229,
0.05650811269879341,
-0.07127759605646133,
-0.06835249811410904,
0.019134409725666046,
0.010485338978469372,
-0.011194881983101368,
-0.0331396721303463,
-0.02554091066122055,
-0.03950326889753342,
-0.023093299940228462,
-0.10734477639198303,
-0.01190445851534605,
0.015389464795589447,
0.05218665301799774,
0.009073316119611263,
-0.007482169196009636,
0.03030867502093315,
0.018767137080430984,
0.006320589687675238,
-0.014334684237837791,
0.05443888157606125,
-0.06925004720687866,
-0.06593672931194305,
-0.010862489230930805,
0.07501599937677383,
0.006010625511407852,
-0.046924855560064316,
-0.05295966565608978,
0.0006708296132273972,
0.02002423070371151,
0.04626312106847763,
-0.07417803257703781,
-0.0524052157998085,
-0.04104354977607727,
-0.040138937532901764,
-0.027783965691924095,
-0.060213346034288406,
0.06421171128749847,
0.09226535260677338,
-0.06270762532949448,
0.00624543521553278,
0.07041528820991516,
-0.13971520960330963,
-0.07453136891126633,
0.0007412569248117507,
-0.040012288838624954,
0.037524085491895676,
-9.73668729878618e-33,
-0.04087959975004196,
0.014635344967246056,
-0.013636843301355839,
0.020187342539429665,
-0.020511800423264503,
-0.042457614094018936,
0.06568878144025803,
0.05077364295721054,
0.015609676949679852,
0.012109517119824886,
-0.09182170033454895,
0.028322311118245125,
-0.05437794700264931,
-0.06346870213747025,
0.013071365654468536,
-0.0036433131899684668,
0.009631301276385784,
0.08449926227331161,
0.009935679845511913,
-0.015241834335029125,
-0.043388403952121735,
0.032455623149871826,
-0.11349797993898392,
0.03000222146511078,
-0.02855832129716873,
0.07098786532878876,
0.05695448815822601,
0.010498055256903172,
0.0587027408182621,
0.0374486967921257,
0.0017863749526441097,
0.00751760508865118,
0.009841970168054104,
0.10612526535987854,
-0.07974985986948013,
-0.06807739287614822,
0.02527770958840847,
0.05182124301791191,
0.0015431717038154602,
-0.021241512149572372,
0.019509054720401764,
-0.06434524804353714,
-0.02306235209107399,
0.006650620140135288,
0.017124129459261894,
0.0789296105504036,
-0.07605660706758499,
-0.010290415026247501,
-0.06719958782196045,
-0.027722280472517014,
0.03246444836258888,
0.03277628496289253,
-0.012773015536367893,
-0.03574791178107262,
-0.00319093931466341,
0.07482774555683136,
-0.05259577929973602,
-0.07764079421758652,
-0.018960382789373398,
-0.10018466413021088,
0.004270853474736214,
0.044782854616642,
0.03527247533202171,
0.0505475252866745,
0.03349219262599945,
0.022347241640090942,
-0.046349674463272095,
-0.024279141798615456,
0.02703046426177025,
-0.09012825787067413,
-0.03266279399394989,
0.01674005761742592,
0.01803462952375412,
-0.08613499999046326,
0.08155592530965805,
-0.03835661709308624,
-0.04258336126804352,
0.03988039121031761,
-0.004953997675329447,
0.032449111342430115,
-0.021707449108362198,
0.02104715257883072,
0.010765696875751019,
0.08812782168388367,
0.003744530724361539,
-0.04965601861476898,
0.05418632924556732,
0.0928511768579483,
-0.012439523823559284,
-0.005735806655138731,
-0.0005836590426042676,
0.08882709592580795,
0.042712606489658356,
0.027272943407297134,
0.027469130232930183,
-4.382388141266347e-8,
0.004618289414793253,
-0.11369139701128006,
-0.014265165664255619,
0.009400522336363792,
0.02363341860473156,
-0.05245993658900261,
-0.0580778568983078,
-0.030757756903767586,
-0.047943659126758575,
-0.07978542149066925,
0.016336845234036446,
0.045697394758462906,
-0.13482989370822906,
-0.009913095273077488,
-0.05425651744008064,
0.06709255278110504,
-0.03226032108068466,
0.0010403437772765756,
0.022291036322712898,
-0.09015480428934097,
-0.0651295930147171,
0.06660068035125732,
0.023363709449768066,
-0.07418623566627502,
-0.08540613949298859,
0.057966429740190506,
-0.09415674954652786,
0.024728918448090553,
-0.022442912682890892,
0.025042356923222542,
0.02525201626121998,
-0.00018676834588404745,
0.07811982184648514,
-0.054418884217739105,
0.05872466042637825,
-0.02334240823984146,
-0.005642820615321398,
-0.007764237467199564,
0.008172400295734406,
0.003581054275855422,
-0.0012248362181708217,
-0.08366376161575317,
-0.0388588085770607,
0.045081306248903275,
0.08134929090738297,
-0.02495991438627243,
0.040395427495241165,
0.028874661773443222,
0.06542056053876877,
-0.017694884911179543,
0.015599122270941734,
-0.006014085374772549,
0.05955488607287407,
-0.08311723917722702,
-0.006010033190250397,
0.049696099013090134,
-0.016550147905945778,
-0.002005272777751088,
0.050128690898418427,
0.08733753859996796,
0.0003459675353951752,
0.05035924166440964,
0.048286572098731995,
0.015267574228346348
] | 0.037998 |
stdout 超过此大小则终止子进程（默认：512000）。 - `argsJson`：传递给 `lobster run --args-json` 的 JSON 字符串（仅限工作流文件）。 ## 输出信封 Lobster 返回一个具有三种状态之一的 JSON 信封： - `ok` → 成功完成 - `needs\_approval` → 已暂停；需要 `requiresApproval.resumeToken` 才能恢复 - `cancelled` → 明确拒绝或取消 工具在 `content`（格式化 JSON）和 `details`（原始对象）中都显示信封。 ## 审批 如果存在 `requiresApproval`，检查提示并决定： - `approve: true` → 恢复并继续副作用 - `approve: false` → 取消并终结工作流 使用 `approve --preview-from-stdin --limit N` 将 JSON 预览附加到审批请求，无需自定义 jq/heredoc 粘合代码。恢复令牌现在很紧凑：Lobster 在其状态目录下存储工作流恢复状态，并返回一个小令牌键。 ## OpenProse OpenProse 与 Lobster 配合良好：使用 `/prose` 编排多智能体准备，然后运行 Lobster 管道进行确定性审批。如果 Prose 程序需要 Lobster，通过 `tools.subagents.tools` 为子智能体允许 `lobster` 工具。参见 [OpenProse](/prose)。 ## 安全 - \*\*仅限本地子进程\*\* — 插件本身不进行网络调用。 - \*\*无密钥\*\* — Lobster 不管理 OAuth；它调用管理 OAuth 的 OpenClaw 工具。 - \*\*沙箱感知\*\* — 当工具上下文处于沙箱隔离状态时禁用。 - \*\*加固\*\* — 如果指定，`lobsterPath` 必须是绝对路径；强制执行超时和输出上限。 ## 故障排除 - \*\*`lobster subprocess timed out`\*\* → 增加 `timeoutMs`，或拆分长管道。 - \*\*`lobster output exceeded maxStdoutBytes`\*\* → 提高 `maxStdoutBytes` 或减少输出大小。 - \*\*`lobster returned invalid JSON`\*\* → 确保管道以工具模式运行并只打印 JSON。 - \*\*`lobster failed (code …)`\*\* → 在终端中运行相同的管道以检查 stderr。 ## 了解更多 - [插件](/plugin) - [插件工具开发](/plugins/agent-tools) ## 案例研究：社区工作流 一个公开示例：一个"第二大脑" CLI + Lobster 管道，管理三个 Markdown 库（个人、伴侣、共享）。CLI 为统计、收件箱列表和过时扫描输出 JSON；Lobster 将这些命令链接成 `weekly-review`、`inbox-triage`、`memory-consolidation` 和 `shared-task-sync` 等工作流，每个都有审批关卡。AI 在可用时处理判断（分类），不可用时回退到确定性规则。 - 帖子：https://x.com/plattenschieber/status/2014508656335770033 - 仓库：https://github.com/bloomedai/brain-cli | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/lobster.md | main | opebclaw | [
-0.07048406451940536,
0.0427231565117836,
-0.04028477892279625,
-0.03664236143231392,
0.02040056511759758,
-0.05782896652817726,
0.011203443631529808,
0.0343884639441967,
-0.013846217654645443,
-0.04669775068759918,
0.09246126562356949,
-0.06968938559293747,
0.06708858162164688,
-0.025662733241915703,
0.015079786069691181,
0.025146067142486572,
-0.01606966368854046,
0.010995417833328247,
-0.06808090955018997,
-0.08330744504928589,
0.010784069076180458,
0.06871999800205231,
0.01505309622734785,
-0.017143698409199715,
-0.06326229870319366,
-0.0003355117223691195,
-0.04442763701081276,
0.00859498418867588,
-0.0052648806013166904,
-0.015590830706059933,
-0.022034475579857826,
0.005273053888231516,
-0.006609507370740175,
0.017911823466420174,
0.1659001260995865,
0.13337941467761993,
0.004863365087658167,
-0.13515834510326385,
0.024302778765559196,
0.018143272027373314,
-0.028181619942188263,
-0.024446479976177216,
-0.11431612819433212,
-0.051934920251369476,
-0.00834723375737667,
-0.033810269087553024,
-0.0788157507777214,
-0.04816656559705734,
-0.09521184861660004,
0.031935833394527435,
-0.0788755863904953,
0.02331877499818802,
0.008727237582206726,
-0.054543379694223404,
0.008314251899719238,
-0.018292132765054703,
-0.10270418226718903,
0.031061524525284767,
-0.003392659593373537,
-0.01739601232111454,
-0.04918373376131058,
0.04964001476764679,
-0.0504804290831089,
0.03379811719059944,
-0.07702913135290146,
0.009497097693383694,
-0.05970625579357147,
0.027830258011817932,
0.017817964777350426,
0.028085526078939438,
-0.059144776314496994,
-0.02468857169151306,
-0.1478007733821869,
0.028350617736577988,
-0.0682053416967392,
-0.00769161619246006,
0.022222209721803665,
-0.0016952680889517069,
-0.08485119789838791,
-0.08800899237394333,
-0.079276904463768,
-0.04616671800613403,
0.008501259610056877,
0.05645162612199783,
-0.08373235911130905,
0.12262620031833649,
-0.059995513409376144,
0.019269147887825966,
0.07394445687532425,
0.013254755176603794,
0.028304334729909897,
-0.0712953507900238,
0.025351405143737793,
0.0024683624505996704,
0.05187264457345009,
-0.03283034265041351,
0.06740709394216537,
0.00831288006156683,
-0.0869963988661766,
0.07358448207378387,
-0.00626276433467865,
-0.004049399401992559,
0.059124141931533813,
-0.03905908018350601,
0.03492279350757599,
-0.06148352846503258,
0.004919244442135096,
-0.022206829860806465,
0.047540657222270966,
0.006559318397194147,
-0.012708604335784912,
-0.009535207413136959,
-0.037386078387498856,
-0.11698940396308899,
-0.00880261231213808,
0.07692857831716537,
-0.03974726423621178,
-0.029849883168935776,
0.005197455640882254,
0.04112734645605087,
0.09365151822566986,
-0.021329516544938087,
-0.0660928338766098,
0.010854600928723812,
-0.001193651114590466,
-0.09456824511289597,
0.11787629872560501,
-1.686103933893542e-33,
-0.035052768886089325,
-0.03209342807531357,
0.018900426104664803,
-0.04413354769349098,
0.08508266508579254,
-0.04590240493416786,
0.028310241177678108,
-0.004336025100201368,
-0.048104725778102875,
0.037558987736701965,
-0.031069796532392502,
0.022609440609812737,
-0.08889895677566528,
0.04752045497298241,
-0.05843120068311691,
-0.05526665598154068,
0.03368336707353592,
0.03539023548364639,
0.07073266059160233,
0.04408988729119301,
0.06700272858142853,
-0.04284455254673958,
0.008359996601939201,
0.026478087529540062,
-0.07070447504520416,
0.00859102699905634,
-0.014448698610067368,
-0.003085668431594968,
-0.006417965050786734,
0.05244875326752663,
0.030917135998606682,
-0.026180123910307884,
0.015772657468914986,
0.00028421261231414974,
-0.01761920563876629,
-0.002338401274755597,
0.007683923933655024,
-0.034899380058050156,
-0.015327166765928268,
-0.05750684812664986,
-0.000627179048024118,
-0.009014276787638664,
-0.05059760808944702,
0.07526767998933792,
0.004617144353687763,
-0.09875836968421936,
-0.04099367558956146,
-0.04228440672159195,
0.015289067290723324,
-0.037936631590127945,
0.013500976376235485,
0.08196946233510971,
0.03917945548892021,
-0.02275323122739792,
0.01716567948460579,
-0.10025627911090851,
-0.01838257908821106,
0.01958593726158142,
-0.027970753610134125,
-0.03498735651373863,
0.02653101645410061,
0.06211209297180176,
-0.010011851787567139,
0.05117863789200783,
0.07102125883102417,
-0.00397019786760211,
-0.034357305616140366,
-0.005231904331594706,
0.054025426506996155,
-0.015339355915784836,
-0.06957001239061356,
-0.012806178070604801,
0.0528586246073246,
-0.0028496398590505123,
-0.016120117157697678,
-0.06633224338293076,
-0.0012294696643948555,
0.010426506400108337,
0.04697846993803978,
-0.02841349132359028,
0.040702205151319504,
-0.06940476596355438,
-0.08929293602705002,
-0.014154847711324692,
-0.009856181219220161,
0.04897723346948624,
0.04486013203859329,
0.012900184839963913,
-0.023488692939281464,
0.011727426201105118,
-0.0874316468834877,
-0.000036815934436162934,
0.02263682335615158,
-0.08367659896612167,
-0.00039407622534781694,
-5.260835703002882e-33,
0.03483572229743004,
0.02728532813489437,
-0.05421637371182442,
0.04218965768814087,
-0.009141397662460804,
-0.057535137981176376,
0.06178436428308487,
0.006939216051250696,
0.049540262669324875,
0.021196113899350166,
-0.09906835108995438,
-0.02378125675022602,
-0.023689182475209236,
-0.009260180406272411,
-0.02735445834696293,
0.063223697245121,
-0.04780685529112816,
0.043328795582056046,
-0.004950346890836954,
0.02583814226090908,
-0.041302572935819626,
0.03603973984718323,
-0.021242739632725716,
0.09978965669870377,
-0.05022331699728966,
0.017686516046524048,
0.03219106048345566,
-0.0075142295099794865,
-0.0944124311208725,
-0.01510076504200697,
0.0022907983511686325,
-0.003792524803429842,
-0.05078238248825073,
0.10300280153751373,
-0.040832407772541046,
-0.13952244818210602,
0.05106757953763008,
0.12974970042705536,
-0.001738748513162136,
-0.013432356528937817,
0.11713401973247528,
-0.03112661838531494,
-0.030298443511128426,
0.02806444652378559,
0.009390403516590595,
0.005951496306806803,
-0.021000728011131287,
-0.0798858255147934,
-0.03571867570281029,
-0.07621941715478897,
-0.004029121715575457,
0.027920879423618317,
0.014152699150145054,
-0.03056289628148079,
0.02848234958946705,
0.021909791976213455,
-0.018974196165800095,
-0.06516818702220917,
-0.08567939698696136,
-0.047806959599256516,
-0.02404610998928547,
-0.0037132317665964365,
0.007418740075081587,
0.01195435132831335,
0.08164427429437637,
-0.10368117690086365,
-0.03267718479037285,
-0.03243035823106766,
0.07232337445020676,
-0.0941600427031517,
0.008704929612576962,
-0.0003862719750031829,
-0.0075674839317798615,
0.011265315115451813,
-0.007908215746283531,
-0.005698158405721188,
-0.01866910792887211,
-0.06424393504858017,
-0.007745437789708376,
0.0719081312417984,
-0.027121741324663162,
0.03460466116666794,
-0.0015366129809990525,
0.0838005319237709,
0.016138887032866478,
-0.034499943256378174,
0.01863136515021324,
0.03987498581409454,
-0.013941331766545773,
0.015997590497136116,
0.025123655796051025,
0.03261873871088028,
0.02057613432407379,
0.03043513558804989,
0.00351363024674356,
-5.372757883037593e-8,
-0.02729039452970028,
-0.1258246898651123,
-0.04167556390166283,
0.002963525941595435,
0.08170025795698166,
-0.019504928961396217,
-0.06964664906263351,
-0.06843457370996475,
0.03855939209461212,
-0.11312747746706009,
0.01225990615785122,
0.015058011747896671,
-0.1511186957359314,
-0.037652596831321716,
-0.010421507060527802,
-0.020391125231981277,
-0.026486091315746307,
0.03973788395524025,
-0.006340802647173405,
-0.047040876001119614,
-0.05544089525938034,
0.08777477592229843,
-0.02574155293405056,
-0.07260329276323318,
0.0004355594574008137,
0.04011550545692444,
0.011505426838994026,
0.0886695459485054,
-0.09264253824949265,
-0.0003821002319455147,
0.06918619573116302,
-0.06796716898679733,
0.05954848602414131,
-0.0790594220161438,
0.012946352362632751,
-0.022644395008683205,
0.07110515236854553,
-0.04714181274175644,
0.01923419162631035,
-0.07768508791923523,
0.019616656005382538,
0.06990035623311996,
-0.03259345516562462,
0.038654156029224396,
0.015581936575472355,
-0.032433703541755676,
0.012709472328424454,
0.0023848842829465866,
0.058249782770872116,
-0.041052982211112976,
0.00034944084472954273,
-0.008864014409482479,
0.030078602954745293,
-0.009200123138725758,
0.018989041447639465,
0.026885267347097397,
0.006153439171612263,
0.008014622144401073,
0.004112138878554106,
0.0841853991150856,
0.12262175977230072,
0.06289155036211014,
0.06683894246816635,
0.025701120495796204
] | 0.083485 |
# ClawHub ClawHub 是 \*\*OpenClaw 的公共 Skills 注册中心\*\*。它是一项免费服务：所有 Skills 都是公开的、开放的，所有人都可以查看、共享和复用。Skills 就是一个包含 `SKILL.md` 文件（以及辅助文本文件）的文件夹。你可以在网页应用中浏览 Skills，也可以使用 CLI 来搜索、安装、更新和发布 Skills。 网站：[clawhub.com](https://clawhub.com) ## 适用人群（新手友好） 如果你想为 OpenClaw 智能体添加新功能，ClawHub 是查找和安装 Skills 的最简单方式。你不需要了解后端的工作原理。你可以： - 使用自然语言搜索 Skills。 - 将 Skills 安装到你的工作区。 - 之后使用一条命令更新 Skills。 - 通过发布 Skills 来备份你自己的 Skills。 ## 快速入门（非技术人员） 1. 安装 CLI（参见下一节）。 2. 搜索你需要的内容： - `clawhub search "calendar"` 3. 安装一个 Skills： - `clawhub install ` 4. 启动一个新的 OpenClaw 会话，以加载新 Skills。 ## 安装 CLI 任选其一： ```bash npm i -g clawhub ``` ```bash pnpm add -g clawhub ``` ## 在 OpenClaw 中的定位 默认情况下，CLI 会将 Skills 安装到当前工作目录下的 `./skills`。如果已配置 OpenClaw 工作区，`clawhub` 会回退到该工作区，除非你通过 `--workdir`（或 `CLAWHUB\_WORKDIR`）进行覆盖。OpenClaw 从 `/skills` 加载工作区 Skills，并会在\*\*下一个\*\*会话中生效。如果你已经在使用 `~/.openclaw/skills` 或内置 Skills，工作区 Skills 优先级更高。 有关 Skills 加载、共享和权限控制的更多详情，请参阅 [Skills](/tools/skills)。 ## 服务功能 - \*\*公开浏览\*\*Skills 及其 `SKILL.md` 内容。 - 基于嵌入向量（向量搜索）的\*\*搜索\*\*，而不仅仅是关键词匹配。 - 支持语义化版本号、变更日志和标签（包括 `latest`）的\*\*版本管理\*\*。 - 每个版本以 zip 格式\*\*下载\*\*。 - \*\*星标和评论\*\*，支持社区反馈。 - \*\*审核\*\*钩子，用于审批和审计。 - \*\*CLI 友好的 API\*\*，支持自动化和脚本编写。 ## CLI 命令和参数 全局选项（适用于所有命令）： - `--workdir `：工作目录（默认：当前目录；回退到 OpenClaw 工作区）。 - `--dir `：Skills 目录，相对于工作目录（默认：`skills`）。 - `--site `：网站基础 URL（浏览器登录）。 - `--registry `：注册中心 API 基础 URL。 - `--no-input`：禁用提示（非交互模式）。 - `-V, --cli-version`：打印 CLI 版本。 认证： - `clawhub login`（浏览器流程）或 `clawhub login --token ` - `clawhub logout` - `clawhub whoami` 选项： - `--token `：粘贴 API 令牌。 - `--label `：为浏览器登录令牌存储的标签（默认：`CLI token`）。 - `--no-browser`：不打开浏览器（需要 `--token`）。 搜索： - `clawhub search "query"` - `--limit `：最大结果数。 安装： - `clawhub install ` - `--version `：安装指定版本。 - `--force`：如果文件夹已存在则覆盖。 更新： - `clawhub update ` - `clawhub update --all` - `--version `：更新到指定版本（仅限单个 slug）。 - `--force`：当本地文件与任何已发布版本不匹配时强制覆盖。 列表： - `clawhub list`（读取 `.clawhub/lock.json`） 发布： - `clawhub publish ` - `--slug `：Skills 标识符。 - `--name `：显示名称。 - `--version `：语义化版本号。 - `--changelog `：变更日志文本（可以为空）。 - `--tags `：逗号分隔的标签（默认：`latest`）。 删除/恢复（仅所有者/管理员）： - `clawhub delete --yes` - `clawhub undelete --yes` 同步（扫描本地 Skills + 发布新增/更新的 Skills）： - `clawhub sync` - `--root `：额外的扫描根目录。 - `--all`：无提示上传所有内容。 - `--dry-run`：显示将要上传的内容。 - `--bump `：更新的版本号递增类型 `patch|minor|major`（默认：`patch`）。 - `--changelog `：非交互更新的变更日志。 - `--tags `：逗号分隔的标签（默认：`latest`）。 - `--concurrency `：注册中心检查并发数（默认：4）。 ## 智能体常用工作流 ### 搜索 Skills ```bash clawhub search "postgres backups" ``` ### 下载新 Skills ```bash clawhub install my-skill-pack ``` ### 更新已安装的 Skills ```bash clawhub update --all ``` ### 备份你的 Skills（发布或同步） 对于单个 Skills 文件夹： ```bash clawhub publish ./my-skill --slug my-skill --name "My Skill" --version 1.0.0 --tags latest ``` 一次扫描并备份多个 Skills： ```bash clawhub sync --all ``` ## 高级详情（技术性） ### 版本管理和标签 - 每次发布都会创建一个新的\*\*语义化版本\*\* `SkillVersion`。 - 标签（如 `latest`）指向某个版本；移动标签可以实现回滚。 - 变更日志附加在每个版本上，在同步或发布更新时可以为空。 ### 本地更改与注册中心版本 更新时会使用内容哈希将本地 Skills 内容与注册中心版本进行比较。如果本地文件与任何已发布版本不匹配，CLI 会在覆盖前询问确认（或在非交互模式下需要 `--force`）。 ### 同步扫描和回退根目录 `clawhub sync` 首先扫描当前工作目录。如果未找到 Skills，它会回退到已知的旧版位置（例如 `~/openclaw/skills` 和 `~/.openclaw/skills`）。这样设计是为了在不需要额外标志的情况下找到旧版 Skills 安装。 ### 存储和锁文件 - 已安装的 Skills 记录在工作目录下的 `.clawhub/lock.json` 中。 - 认证令牌存储在 ClawHub CLI 配置文件中（可通过 `CLAWHUB\_CONFIG\_PATH` 覆盖）。 ### 遥测（安装计数） 当你在登录状态下运行 `clawhub sync` 时，CLI 会发送一个最小快照用于计算安装次数。你可以完全禁用此功能： ```bash export CLAWHUB\_DISABLE\_TELEMETRY=1 ``` ## 环境变量 - `CLAWHUB\_SITE`：覆盖网站 URL。 - `CLAWHUB\_REGISTRY`：覆盖注册中心 API URL。 - `CLAWHUB\_CONFIG\_PATH`：覆盖 CLI 存储令牌/配置的位置。 - `CLAWHUB\_WORKDIR`：覆盖默认工作目录。 - `CLAWHUB\_DISABLE\_TELEMETRY=1`：禁用 `sync` 的遥测功能。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/clawhub.md | main | opebclaw | [
-0.07813350856304169,
0.05679447948932648,
0.006746968720108271,
-0.019580384716391563,
-0.09922753274440765,
-0.014366128481924534,
0.017822571098804474,
-0.01441733818501234,
-0.0608690045773983,
-0.012302784249186516,
0.09686744958162308,
-0.04292529821395874,
0.0688706487417221,
-0.003489110851660371,
-0.032902590930461884,
0.08114665746688843,
-0.05319933593273163,
0.07216840982437134,
-0.011841685511171818,
0.03180715814232826,
-0.03923802450299263,
-0.08128109574317932,
0.045809317380189896,
-0.00682229595258832,
-0.054564498364925385,
0.01328246109187603,
-0.09032292664051056,
0.045470088720321655,
0.048285339027643204,
-0.05765391141176224,
-0.04172682762145996,
0.14849238097667694,
0.0031206451822072268,
-0.012166245840489864,
0.07599451392889023,
0.06911861151456833,
-0.026108326390385628,
0.007680446840822697,
-0.02336258441209793,
0.06352073699235916,
-0.01786281168460846,
-0.005510198418051004,
-0.03312649577856064,
-0.052928030490875244,
-0.023146850988268852,
0.07096022367477417,
-0.032332517206668854,
-0.033164165914058685,
-0.08120840042829514,
-0.04011981934309006,
-0.08459082245826721,
-0.06985539942979813,
-0.017686061561107635,
-0.007782232481986284,
0.08403541147708893,
-0.034851182252168655,
-0.02184881642460823,
0.014883087947964668,
0.013660794124007225,
-0.04026152938604355,
0.036347195506095886,
0.08717910200357437,
-0.043237749487161636,
-0.004814491607248783,
-0.06487007439136505,
0.01652030646800995,
-0.044042494148015976,
-0.00997021235525608,
-0.05702723190188408,
-0.027815943583846092,
-0.0017571161733940244,
-0.052962686866521835,
-0.032908376306295395,
-0.010872519575059414,
-0.0132401492446661,
-0.0416603684425354,
-0.009843211621046066,
0.0317835696041584,
-0.08066124469041824,
-0.15367163717746735,
-0.09596797823905945,
0.0032851938158273697,
0.05897580832242966,
-0.016463104635477066,
-0.037273965775966644,
0.11464761197566986,
-0.050043102353811264,
-0.04287833720445633,
0.0952204167842865,
-0.018192369490861893,
0.04301707074046135,
0.011968111619353294,
-0.02018885500729084,
-0.0056932163424789906,
0.04081922397017479,
-0.044562503695487976,
0.018687797710299492,
0.07639005035161972,
-0.04107464477419853,
0.025402015075087547,
0.024921678006649017,
-0.05395985394716263,
-0.021721037104725838,
-0.05136796087026596,
-0.03272401541471481,
-0.010311579331755638,
-0.04304397851228714,
0.03392815589904785,
0.06576932966709137,
0.018789980560541153,
0.006528055761009455,
-0.025534844025969505,
-0.03246763348579407,
-0.07008517533540726,
-0.05069264397025108,
0.015582313761115074,
-0.08911093324422836,
-0.033098235726356506,
0.055445652455091476,
0.020656248554587364,
0.09879786521196365,
-0.005907000042498112,
-0.03586065024137497,
-0.07870949059724808,
-0.06935370713472366,
-0.0031913190614432096,
-0.008718358352780342,
-4.940519369875563e-33,
0.08457674831151962,
0.054536350071430206,
-0.021108195185661316,
-0.02792462147772312,
0.024583548307418823,
-0.04456945136189461,
0.06259958446025848,
-0.04400980472564697,
-0.08624780923128128,
0.039299968630075455,
-0.07591436058282852,
0.03975997120141983,
-0.08105911314487457,
0.030943291261792183,
-0.030739955604076385,
-0.0375506691634655,
-0.07209821790456772,
-0.038062695413827896,
0.04059566557407379,
-0.031103333458304405,
0.059417448937892914,
0.04818914458155632,
0.005248751025646925,
0.019954485818743706,
-0.003403392620384693,
0.00010055441816803068,
0.042701225727796555,
-0.06466634571552277,
-0.028984952718019485,
0.025415297597646713,
0.018000967800617218,
0.005770626477897167,
-0.041483763605356216,
-0.012031467631459236,
-0.0878371074795723,
-0.017195245251059532,
0.03746385499835014,
-0.0405447743833065,
0.005539771169424057,
-0.02283284068107605,
0.050261516124010086,
-0.022973772138357162,
0.00852933805435896,
0.03922653943300247,
0.05673275515437126,
-0.003744599176570773,
-0.023983005434274673,
-0.023573603481054306,
0.03927750512957573,
-0.05271605774760246,
-0.05284523218870163,
0.022129148244857788,
0.016598841175436974,
0.0022974300663918257,
-0.06026151031255722,
-0.0008505678852088749,
-0.026854921132326126,
0.008667204529047012,
-0.08693516254425049,
0.040748678147792816,
0.02268855646252632,
0.015280469320714474,
0.025167692452669144,
-0.008715149015188217,
0.014830706641077995,
-0.022626889869570732,
-0.021387608721852303,
0.016616974025964737,
0.05947977304458618,
-0.09206519275903702,
-0.08605676144361496,
-0.024882057681679726,
0.09675512462854385,
0.008876224979758263,
-0.03307795524597168,
-0.03498517721891403,
-0.052817147225141525,
-0.010429786518216133,
0.043585751205682755,
-0.048732150346040726,
-0.04968087375164032,
0.02371876686811447,
-0.06886778026819229,
0.00006488844519481063,
-0.00795399583876133,
-0.0019235227955505252,
0.10843007266521454,
-0.058545876294374466,
-0.044190701097249985,
0.07040297240018845,
-0.1262000948190689,
-0.022373970597982407,
-0.04952658340334892,
-0.028203818947076797,
-0.04989531636238098,
-1.0105380550908613e-33,
-0.01897197961807251,
-0.028788499534130096,
-0.019865309819579124,
0.057480208575725555,
0.03892820328474045,
-0.019582552835345268,
0.04141880199313164,
-0.0034961297642439604,
0.0006419784622266889,
0.00915141124278307,
-0.004444831982254982,
0.030745942145586014,
-0.005533444229513407,
-0.021036140620708466,
-0.005720207467675209,
0.020159097388386726,
-0.047545064240694046,
0.11418849229812622,
-0.027525678277015686,
0.02934766188263893,
0.00029981567058712244,
-0.004518984816968441,
-0.1351369321346283,
0.04502185806632042,
-0.00005155101462150924,
0.06658454239368439,
0.013205740600824356,
-0.08409847319126129,
0.04798399284482002,
0.08382271975278854,
0.024845227599143982,
-0.06478943675756454,
-0.04890444129705429,
0.12043339759111404,
-0.0608774833381176,
-0.043012429028749466,
-0.02713443711400032,
-0.06708189845085144,
-0.027911324054002762,
-0.01890147663652897,
0.014300401322543621,
-0.033472225069999695,
0.04002212733030319,
0.011463540606200695,
0.013690520077943802,
0.0047622607089579105,
-0.10657104104757309,
-0.06149159371852875,
-0.10962115973234177,
0.000545130402315408,
0.1553613245487213,
0.002821273636072874,
-0.01745094545185566,
-0.040321577340364456,
-0.03404084965586662,
-0.004232378210872412,
-0.0070574041455984116,
-0.08281083405017853,
-0.09263775497674942,
-0.011601331643760204,
0.05188009887933731,
0.08671662211418152,
-0.03231768682599068,
0.08685927838087082,
0.004873815458267927,
0.013304372318089008,
0.048393119126558304,
-0.0070158145390450954,
0.00041534347110427916,
-0.10318712890148163,
0.01714816316962242,
0.056042104959487915,
0.05905761942267418,
-0.08668341487646103,
0.017242567613720894,
0.017940551042556763,
-0.02658347599208355,
0.06626683473587036,
-0.009471965953707695,
0.01607578992843628,
-0.025710713118314743,
-0.041360121220350266,
0.04223772510886192,
0.13330993056297302,
-0.022928893566131592,
0.07486478239297867,
0.019424812868237495,
0.10547538846731186,
0.03281749412417412,
-0.04314906522631645,
-0.035017989575862885,
0.04940766468644142,
0.0015392417553812265,
0.04731462150812149,
0.08045098185539246,
-4.2970469849024084e-8,
-0.00863789301365614,
-0.027388688176870346,
-0.04546025022864342,
-0.00529436394572258,
-0.006634065881371498,
-0.04468163102865219,
-0.04144516959786415,
0.003200619015842676,
-0.024678096175193787,
0.02356552705168724,
0.016230156645178795,
-0.026005476713180542,
-0.057764921337366104,
0.011154698207974434,
-0.03459443151950836,
0.001876687165349722,
-0.0023059681989252567,
0.06339923292398453,
0.02358160726726055,
-0.09673413634300232,
-0.01292005367577076,
0.05532325431704521,
0.056306347250938416,
-0.07321634888648987,
-0.10414335131645203,
-0.03299775719642639,
-0.14173062145709991,
-0.05762521177530289,
-0.052263982594013214,
0.05674358084797859,
0.06007928401231766,
-0.03845968842506409,
0.05929278954863548,
-0.07148456573486328,
0.1251964569091797,
0.03208056837320328,
0.020706549286842346,
-0.053608816117048264,
0.01901368610560894,
-0.011548095382750034,
0.014662905596196651,
-0.04626592621207237,
-0.0004538131470326334,
0.038996756076812744,
0.08064620941877365,
-0.07981373369693756,
0.021694622933864594,
0.02573426440358162,
0.027774253860116005,
-0.014742108061909676,
0.0614861361682415,
0.029156342148780823,
-0.005376710556447506,
-0.04991617053747177,
0.00150741683319211,
0.10003628581762314,
-0.02281413972377777,
0.012027667835354805,
0.0627957433462143,
0.04326041042804718,
0.02528068795800209,
0.026264818385243416,
-0.015543224290013313,
0.08461400121450424
] | 0.022764 |
# 执行审批 执行审批是\*\*配套应用/节点主机的安全护栏\*\*，用于允许沙箱隔离的智能体在真实主机（`gateway` 或 `node`）上运行命令。可以将其理解为安全联锁：只有当策略 + 允许列表 +（可选的）用户审批都同意时，命令才会被允许执行。 执行审批是\*\*附加于\*\*工具策略和提权门控之上的（除非 elevated 设置为 `full`，这会跳过审批）。 生效策略取 `tools.exec.\*` 和审批默认值中\*\*更严格\*\*的一方；如果审批字段被省略，则使用 `tools.exec` 的值。 如果配套应用 UI \*\*不可用\*\*，任何需要提示的请求都将由 \*\*ask fallback\*\*（默认：deny）决定。 ## 适用范围 执行审批在执行主机上本地强制执行： - \*\*gateway 主机\*\* → gateway 机器上的 `openclaw` 进程 - \*\*node 主机\*\* → 节点运行器（macOS 配套应用或无头节点主机） macOS 分工： - \*\*node 主机服务\*\*通过本地 IPC 将 `system.run` 转发给 \*\*macOS 应用\*\*。 - \*\*macOS 应用\*\*执行审批并在 UI 上下文中执行命令。 ## 设置和存储 审批信息存储在执行主机上的本地 JSON 文件中： `~/.openclaw/exec-approvals.json` 示例结构： ```json { "version": 1, "socket": { "path": "~/.openclaw/exec-approvals.sock", "token": "base64url-token" }, "defaults": { "security": "deny", "ask": "on-miss", "askFallback": "deny", "autoAllowSkills": false }, "agents": { "main": { "security": "allowlist", "ask": "on-miss", "askFallback": "deny", "autoAllowSkills": true, "allowlist": [ { "id": "B0C8C0B3-2C2D-4F8A-9A3C-5A4B3C2D1E0F", "pattern": "~/Projects/\*\*/bin/rg", "lastUsedAt": 1737150000000, "lastUsedCommand": "rg -n TODO", "lastResolvedPath": "/Users/user/Projects/.../bin/rg" } ] } } } ``` ## 策略选项 ### Security（`exec.security`） - \*\*deny\*\*：阻止所有主机执行请求。 - \*\*allowlist\*\*：仅允许在允许列表中的命令。 - \*\*full\*\*：允许所有命令（等同于提权模式）。 ### Ask（`exec.ask`） - \*\*off\*\*：从不提示。 - \*\*on-miss\*\*：仅在允许列表未匹配时提示。 - \*\*always\*\*：每次命令都提示。 ### Ask fallback（`askFallback`） 如果需要提示但无法访问 UI，fallback 决定： - \*\*deny\*\*：阻止。 - \*\*allowlist\*\*：仅在允许列表匹配时允许。 - \*\*full\*\*：允许。 ## 允许列表（按智能体） 允许列表是\*\*按智能体\*\*配置的。如果存在多个智能体，请在 macOS 应用中切换要编辑的智能体。模式匹配\*\*不区分大小写\*\*。 模式应解析为\*\*二进制路径\*\*（仅包含基本名称的条目会被忽略）。 旧版 `agents.default` 条目在加载时会迁移到 `agents.main`。 示例： - `~/Projects/\*\*/bin/bird` - `~/.local/bin/\*` - `/opt/homebrew/bin/rg` 每个允许列表条目会跟踪： - \*\*id\*\* 用于 UI 标识的稳定 UUID（可选） - \*\*last used\*\* 时间戳 - \*\*last used command\*\* - \*\*last resolved path\*\* ## 自动允许 skill CLI 启用 \*\*Auto-allow skill CLIs\*\* 后，已知 Skills 引用的可执行文件在节点（macOS 节点或无头节点主机）上被视为已列入允许列表。这通过 Gateway RPC 的 `skills.bins` 获取 skill 二进制列表。如果你想要严格的手动允许列表，请禁用此选项。 ## 安全二进制（仅限标准输入） `tools.exec.safeBins` 定义了一小组\*\*仅限标准输入\*\*的二进制文件（例如 `jq`），这些文件可以在允许列表模式下运行，\*\*无需\*\*显式的允许列表条目。安全二进制会拒绝位置文件参数和类路径标记，因此它们只能操作传入的流。 在允许列表模式下，shell 链式命令和重定向不会被自动允许。 当每个顶级段都满足允许列表（包括安全二进制或 skill 自动允许）时，允许 shell 链式命令（`&&`、`||`、`;`）。重定向在允许列表模式下仍不受支持。 命令替换（`$()` / 反引号）在允许列表解析期间会被拒绝，包括在双引号内；如果你需要字面的 `$()` 文本，请使用单引号。 默认安全二进制：`jq`、`grep`、`cut`、`sort`、`uniq`、`head`、`tail`、`tr`、`wc`。 ## Control UI 编辑 使用 \*\*Control UI → Nodes → Exec approvals\*\* 卡片来编辑默认值、按智能体的覆盖设置和允许列表。选择一个作用域（Defaults 或某个智能体），调整策略，添加/删除允许列表模式，然后点击 \*\*Save\*\*。UI 会显示每个模式的 \*\*last used\*\* 元数据，以便你保持列表整洁。 目标选择器可选择 \*\*Gateway\*\*（本地审批）或 \*\*Node\*\*。节点必须通告 `system.execApprovals.get/set`（macOS 应用或无头节点主机）。 如果节点尚未通告执行审批，请直接编辑其本地的 `~/.openclaw/exec-approvals.json`。 CLI：`openclaw approvals` 支持 gateway 或 node 编辑（参见 [Approvals CLI](/cli/approvals)）。 ## 审批流程 当需要提示时，gateway 向操作员客户端广播 `exec.approval.requested`。 Control UI 和 macOS 应用通过 `exec.approval.resolve` 进行处理，然后 gateway 将已批准的请求转发给节点主机。 当需要审批时，exec 工具会立即返回一个审批 id。使用该 id 来关联后续的系统事件（`Exec finished` / `Exec denied`）。如果在超时前没有收到决定，请求将被视为审批超时，并作为拒绝原因显示。 确认对话框包括： - 命令 + 参数 - cwd - 智能体 id - 解析后的可执行文件路径 - 主机 + 策略元数据 操作： - \*\*Allow once\*\* → 立即运行 - \*\*Always allow\*\* → 添加到允许列表 + 运行 - \*\*Deny\*\* → 阻止 ## 审批转发到聊天渠道 你可以将执行审批提示转发到任何聊天渠道（包括插件渠道），并使用 `/approve` 进行批准。这使用正常的出站投递管道。 配置： ```json5 { approvals: { exec: { enabled: true, mode: "session", // "session" | "targets" | "both" agentFilter: ["main"], sessionFilter: ["discord"], // substring or regex targets: [ { channel: "slack", to: "U12345678" }, { channel: "telegram", to: "123456789" }, ], }, }, } ``` 在聊天中回复： ``` /approve allow-once /approve allow-always /approve deny ``` ### macOS IPC 流程 ``` Gateway -> Node Service (WS) | IPC (UDS + token + HMAC + TTL) v Mac App (UI + approvals + system.run) ``` 安全注意事项： - Unix socket 模式 `0600`，token 存储在 `exec-approvals.json` 中。 - 同 UID 对端检查。 - 挑战/响应（nonce + HMAC token + 请求哈希）+ 短 TTL。 ## 系统事件 执行生命周期以系统消息的形式呈现： - `Exec running`（仅当命令超过运行通知阈值时） - `Exec finished` - `Exec denied` 这些消息在节点报告事件后发布到智能体的会话中。 Gateway 主机执行审批在命令完成时（以及可选地在运行时间超过阈值时）发出相同的生命周期事件。 经过审批门控的执行会复用审批 id 作为这些消息中的 `runId`，以便于关联。 ## 影响 - \*\*full\*\* 权限很大；尽可能优先使用允许列表。 - \*\*ask\*\* 让你保持知情，同时仍允许快速审批。 - 按智能体的允许列表可防止一个智能体的审批泄漏到其他智能体。 - 审批仅适用于来自\*\*授权发送者\*\*的主机执行请求。未授权的发送者无法发出 `/exec`。 - `/exec security=full` 是为授权操作员提供的会话级便利功能，设计上会跳过审批。 要完全阻止主机执行，请将审批 security 设置为 `deny`，或通过工具策略拒绝 `exec` 工具。 相关内容： - [Exec 工具](/tools/exec) - [提权模式](/tools/elevated) - [Skills](/tools/skills) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/exec-approvals.md | main | opebclaw | [
-0.10385343432426453,
0.07654275745153427,
-0.035899918526411057,
-0.046703893691301346,
-0.01909634843468666,
-0.04920583963394165,
0.03132464364171028,
0.022699277848005295,
-0.011947440914809704,
0.029288336634635925,
0.16149891912937164,
-0.06584335118532181,
0.05265335366129875,
-0.059574734419584274,
0.0016476227901875973,
0.054465215653181076,
-0.07819384336471558,
0.04113725572824478,
-0.03300046548247337,
-0.02800859324634075,
-0.03951859846711159,
-0.0699736699461937,
0.003459340427070856,
0.020771631971001625,
-0.04007534310221672,
0.02665279060602188,
-0.05894593521952629,
0.0372312106192112,
0.06403540819883347,
-0.05860583856701851,
-0.0514247789978981,
0.11538141220808029,
-0.006170736160129309,
0.055092472583055496,
0.06284931302070618,
0.14825350046157837,
0.06246160715818405,
-0.058999769389629364,
-0.04295739531517029,
0.012944277375936508,
-0.0056601339019834995,
0.02719751000404358,
-0.022663479670882225,
-0.07019966840744019,
0.029470045119524002,
0.03432442620396614,
-0.03587702661752701,
-0.04653872549533844,
-0.132249116897583,
-0.08462607115507126,
-0.05769675597548485,
-0.006423622369766235,
0.04972304403781891,
-0.006313777528703213,
0.02410428784787655,
0.017982900142669678,
0.025133419781923294,
0.011924965307116508,
0.029376482591032982,
0.020278027281165123,
-0.051638390868902206,
0.034166526049375534,
-0.009056450799107552,
-0.003342465730383992,
-0.06391450017690659,
0.0012027466436848044,
-0.024798791855573654,
0.004388926550745964,
-0.053828004747629166,
-0.018865682184696198,
-0.0567610077559948,
-0.0699189230799675,
-0.05963332951068878,
0.032642241567373276,
-0.006992266979068518,
0.014055293053388596,
0.00020793390285689384,
-0.007429846096783876,
-0.09656968712806702,
-0.19414453208446503,
-0.02233118750154972,
0.05301497131586075,
0.03957802429795265,
0.014738102443516254,
-0.054369546473026276,
0.1196010634303093,
-0.06254711747169495,
-0.07660777121782303,
0.12828777730464935,
0.0035417750477790833,
0.06377416849136353,
0.012246803380548954,
-0.026887523010373116,
0.04628002643585205,
0.0692116767168045,
0.005834720563143492,
0.0594189427793026,
0.0024969240184873343,
-0.06601747125387192,
0.0007450025295838714,
-0.02162259817123413,
-0.030812276527285576,
-0.06020518019795418,
-0.053681630641222,
-0.053444474935531616,
-0.026446135714650154,
-0.003098157700151205,
-0.0013316270196810365,
0.046988602727651596,
-0.00769302062690258,
-0.019703513011336327,
-0.08183889836072922,
-0.03854740038514137,
-0.11634089797735214,
0.01342006865888834,
0.0062410361133515835,
0.006209196988493204,
-0.051774587482213974,
-0.004159082658588886,
-0.019159821793437004,
0.021858777850866318,
0.013671152293682098,
-0.06800401210784912,
-0.00103937485255301,
-0.0067449333146214485,
-0.05392202362418175,
0.08707424253225327,
-1.1576631117107711e-33,
-0.013218601234257221,
0.0001730726653477177,
-0.02033129706978798,
-0.02940588817000389,
0.07610271126031876,
-0.04426371678709984,
0.018460368737578392,
0.010509379208087921,
-0.09406520426273346,
0.046393655240535736,
-0.051373761147260666,
0.020425325259566307,
-0.087807796895504,
0.07704131305217743,
-0.005971948150545359,
-0.08174990117549896,
0.021300336346030235,
-0.04065890610218048,
0.04624037444591522,
-0.06265480816364288,
0.08319645375013351,
-0.03012225218117237,
-0.006907124537974596,
0.024888766929507256,
0.07696230709552765,
0.03968305513262749,
0.008383824490010738,
0.009527778252959251,
0.005219253245741129,
0.013620948418974876,
-0.026839450001716614,
0.016556326299905777,
-0.014085933566093445,
0.04598521068692207,
-0.08317482471466064,
0.060388851910829544,
0.009589526802301407,
-0.00589761370792985,
-0.02101786993443966,
-0.0035178784746676683,
-0.05547356605529785,
0.024396412074565887,
0.06487027555704117,
-0.002732569817453623,
0.0037115549203008413,
-0.026224952191114426,
-0.06554549932479858,
-0.0009477455751039088,
0.07373427599668503,
-0.023253878578543663,
-0.06617569923400879,
0.0666632130742073,
0.04754402115941048,
0.0237454641610384,
0.052599988877773285,
-0.030563848093152046,
-0.11150196194648743,
0.050458598881959915,
0.011600290425121784,
0.032329559326171875,
0.006561273708939552,
0.055030472576618195,
-0.06630104035139084,
0.05654589831829071,
0.052344877272844315,
0.018314186483621597,
-0.06201774254441261,
-0.00474192388355732,
0.08167628198862076,
-0.08300488442182541,
-0.1427152305841446,
0.02609471045434475,
0.029362160712480545,
0.027506690472364426,
-0.04100198298692703,
-0.06264109164476395,
-0.1246509999036789,
-0.01898539438843727,
0.07009188085794449,
-0.032032277435064316,
-0.12104998528957367,
-0.030409522354602814,
-0.03622982278466225,
-0.018366549164056778,
0.010494166053831577,
-0.0005092243081890047,
0.07579512894153595,
0.024835661053657532,
-0.03528502956032753,
-0.009914739057421684,
-0.07054833322763443,
-0.043947555124759674,
0.01696544699370861,
0.012974826619029045,
-0.014453688636422157,
-6.215529970412511e-33,
0.00039241404738277197,
0.03712845593690872,
-0.05250225216150284,
-0.02759261429309845,
0.0076164184138178825,
-0.08073651045560837,
-0.03302294760942459,
-0.06577098369598389,
-0.0001867678656708449,
0.049540888518095016,
-0.007920726202428341,
0.038755472749471664,
-0.05493774265050888,
-0.01457660086452961,
0.0333520844578743,
-0.015460683032870293,
-0.05942815914750099,
0.03359228000044823,
-0.021285690367221832,
0.01572069153189659,
-0.025981901213526726,
0.062066879123449326,
-0.16163642704486847,
-0.03923925384879112,
0.012892790138721466,
0.02513127401471138,
0.013646136038005352,
0.01730862818658352,
0.045657698065042496,
0.0168903935700655,
-0.010072740726172924,
-0.026873154565691948,
-0.0807340145111084,
0.10721437633037567,
0.0072512635961174965,
-0.05973818898200989,
0.02121879532933235,
0.006425206549465656,
-0.03970445692539215,
-0.05600517615675926,
0.05956568941473961,
-0.006397506222128868,
-0.020745161920785904,
-0.019252389669418335,
0.012727795168757439,
0.062340572476387024,
-0.044636599719524384,
-0.03296167775988579,
-0.09667432308197021,
-0.06753062456846237,
0.0469844676554203,
0.009232030250132084,
0.01985488273203373,
-0.031407348811626434,
0.031137865036725998,
-0.028254561126232147,
0.01604420319199562,
-0.029698126018047333,
-0.06886453181505203,
-0.1246206983923912,
0.06643710285425186,
0.012232832610607147,
-0.05503092706203461,
0.04164065048098564,
-0.016552405431866646,
0.012507177889347076,
0.03972954303026199,
0.0007107414421625435,
0.027213795110583305,
-0.111158087849617,
0.0037222348619252443,
0.033984191715717316,
0.008542249910533428,
-0.09510651975870132,
-0.020348140969872475,
-0.018726516515016556,
-0.04341040924191475,
0.06594111770391464,
-0.005424341186881065,
0.01608019508421421,
0.03906718268990517,
-0.04277659207582474,
0.030753973871469498,
0.10988331586122513,
-0.04393851011991501,
-0.03461120277643204,
-0.04780871793627739,
0.0921127200126648,
0.027246322482824326,
-0.00248512951657176,
-0.01467970386147499,
-0.01816389337182045,
0.0005351554718799889,
0.12008082866668701,
0.0157927293330431,
-5.151999360464288e-8,
-0.04984579607844353,
-0.016631439328193665,
-0.06954614073038101,
-0.05467543378472328,
0.018823402002453804,
-0.049593858420848846,
-0.006125523708760738,
-0.01465250551700592,
-0.017988352105021477,
-0.012722608633339405,
0.007782525382936001,
0.007992996834218502,
-0.09791379421949387,
0.014695863239467144,
-0.015340855345129967,
-0.025056609883904457,
-0.040353044867515564,
0.028059544041752815,
0.018080521374940872,
-0.0760916918516159,
-0.05167625471949577,
0.010242687538266182,
-0.013546071015298367,
-0.03427774831652641,
-0.07129012048244476,
0.026985876262187958,
-0.1258215755224228,
-0.04146250709891319,
-0.049671147018671036,
0.04363597556948662,
0.055303093045949936,
-0.011734272353351116,
0.056549593806266785,
0.05353814363479614,
0.07111047208309174,
0.010275364853441715,
0.03772228956222534,
-0.008089525625109673,
0.00877379160374403,
0.01436155941337347,
0.004254830069839954,
-0.08700736612081528,
-0.006232857704162598,
0.009873982518911362,
0.10326460003852844,
-0.04213973507285118,
0.04516429081559181,
-0.026393994688987732,
0.09565204381942749,
-0.013147806748747826,
0.010432290844619274,
-0.013266905210912228,
0.023014768958091736,
-0.02836320921778679,
0.021591084077954292,
0.03167973458766937,
-0.03623417019844055,
-0.019701380282640457,
-0.0007963542593643069,
0.05136314779520035,
-0.006539980880916119,
0.03977595269680023,
0.05237157642841339,
0.030313387513160706
] | 0.09749 |
# 思考级别（/think 指令） ## 功能说明 - 在任何入站消息正文中使用内联指令：`/t `、`/think:` 或 `/thinking `。 - 级别（别名）：`off | minimal | low | medium | high | xhigh`（仅 GPT-5.2 + Codex 模型） - minimal → "think" - low → "think hard" - medium → "think harder" - high → "ultrathink"（最大预算） - xhigh → "ultrathink+"（仅 GPT-5.2 + Codex 模型） - `highest`、`max` 映射为 `high`。 - 提供商说明： - Z.AI（`zai/\*`）仅支持二元思考（`on`/`off`）。任何非 `off` 级别均视为 `on`（映射为 `low`）。 ## 解析优先顺序 1. 消息上的内联指令（仅适用于该条消息）。 2. 会话覆盖（通过发送仅包含指令的消息设置）。 3. 全局默认值（配置中的 `agents.defaults.thinkingDefault`）。 4. 回退：具备推理能力的模型为 low；否则为 off。 ## 设置会话默认值 - 发送一条\*\*仅包含\*\*指令的消息（允许空白），例如 `/think:medium` 或 `/t high`。 - 该设置在当前会话中持续生效（默认按发送者）；通过 `/think:off` 或会话空闲重置来清除。 - 会发送确认回复（`Thinking level set to high.` / `Thinking disabled.`）。如果级别无效（例如 `/thinking big`），命令将被拒绝并给出提示，会话状态保持不变。 - 不带参数发送 `/think`（或 `/think:`）可查看当前思考级别。 ## 按智能体应用 - \*\*内嵌 Pi\*\*：解析后的级别传递给进程内的 Pi 智能体运行时。 ## 详细模式指令（/verbose 或 /v） - 级别：`on`（最小）| `full` | `off`（默认）。 - 仅包含指令的消息切换会话详细模式并回复 `Verbose logging enabled.` / `Verbose logging disabled.`；无效级别返回提示且不改变状态。 - `/verbose off` 存储一个显式的会话覆盖；通过会话 UI 选择 `inherit` 来清除。 - 内联指令仅影响该条消息；否则应用会话/全局默认值。 - 不带参数发送 `/verbose`（或 `/verbose:`）可查看当前详细模式级别。 - 启用详细模式后，发出结构化工具结果的智能体（Pi 及其他 JSON 智能体）会将每个工具调用作为独立的元数据消息发回，可用时以 ` : ` 为前缀（路径/命令）。这些工具摘要在每个工具启动时立即发送（独立气泡），而非作为流式增量。 - 当详细模式为 `full` 时，工具输出也会在完成后转发（独立气泡，截断至安全长度）。如果在运行过程中切换 `/verbose on|full|off`，后续的工具气泡会遵循新设置。 ## 推理可见性（/reasoning） - 级别：`on|off|stream`。 - 仅包含指令的消息切换回复中是否显示思考块。 - 启用时，推理内容作为\*\*独立消息\*\*发送，以 `Reasoning:` 为前缀。 - `stream`（仅 Telegram）：在回复生成期间将推理内容流式输出到 Telegram 草稿气泡中，然后发送不包含推理的最终回答。 - 别名：`/reason`。 - 不带参数发送 `/reasoning`（或 `/reasoning:`）可查看当前推理级别。 ## 相关内容 - 提权模式文档位于[提权模式](/tools/elevated)。 ## 心跳 - 心跳探测正文为配置的心跳提示词（默认：`Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT\_OK.`）。心跳消息中的内联指令照常生效（但避免从心跳中更改会话默认值）。 - 心跳投递默认仅包含最终负载。要同时发送单独的 `Reasoning:` 消息（如果可用），请设置 `agents.defaults.heartbeat.includeReasoning: true` 或按智能体 `agents.list[].heartbeat.includeReasoning: true`。 ## Web 聊天 UI - Web 聊天的思考选择器在页面加载时从入站会话存储/配置中读取并反映会话的已存储级别。 - 选择另一个级别仅应用于下一条消息（`thinkingOnce`）；发送后，选择器会回到已存储的会话级别。 - 要更改会话默认值，请发送 `/think:` 指令（和之前一样）；选择器将在下次刷新后反映该设置。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/thinking.md | main | opebclaw | [
-0.007301339413970709,
-0.0037829498760402203,
0.010571716353297234,
-0.02831273153424263,
-0.011104888282716274,
-0.05083346366882324,
0.06820034235715866,
0.12864843010902405,
0.021002499386668205,
-0.039987705647945404,
0.08655048906803131,
-0.021017929539084435,
0.08528141677379608,
-0.03337149694561958,
-0.016012068837881088,
0.0064851357601583,
-0.00028462987393140793,
0.04377954453229904,
-0.04177360236644745,
-0.010338063351809978,
-0.02700917050242424,
-0.04449399188160896,
0.0474151074886322,
0.06476099789142609,
0.007195181213319302,
0.043411701917648315,
-0.09317304939031601,
0.03907809779047966,
0.03838738426566124,
0.0005903654964640737,
-0.07781372964382172,
0.1003144159913063,
0.03810027986764908,
-0.014215984381735325,
0.040951743721961975,
0.05294958874583244,
-0.025271590799093246,
0.024268651381134987,
0.009062113240361214,
-0.015462682582437992,
-0.06655909866094589,
-0.03033151663839817,
0.008612561970949173,
-0.043188538402318954,
-0.03422557935118675,
0.06436390429735184,
-0.026891151443123817,
-0.0349728986620903,
-0.1808137595653534,
-0.023918652907013893,
-0.07828179746866226,
0.01168984454125166,
-0.04508458822965622,
0.011884915642440319,
0.07934090495109558,
0.03362063691020012,
-0.0023120478726923466,
-0.004461096599698067,
0.03627227991819382,
-0.02622717246413231,
-0.04230113700032234,
0.0471821166574955,
-0.028697466477751732,
-0.07171378284692764,
-0.043370455503463745,
0.049730412662029266,
-0.0006828108453191817,
-0.010819020681083202,
-0.024753613397479057,
0.03960930183529854,
0.003070308594033122,
0.04187380149960518,
-0.0006781963165849447,
-0.04669183865189552,
-0.010561369359493256,
-0.05628599226474762,
0.027234194800257683,
-0.054907139390707016,
-0.10712406039237976,
-0.11369333416223526,
-0.049918655306100845,
-0.01954708993434906,
0.06129083037376404,
-0.06667937338352203,
-0.07924707978963852,
0.027820760384202003,
-0.025012051686644554,
-0.008671147748827934,
0.04077945277094841,
-0.04788167029619217,
0.03482859581708908,
-0.005331673659384251,
-0.05733376741409302,
0.0740649402141571,
0.054283272475004196,
-0.003956442233175039,
0.03494653478264809,
0.049224067479372025,
-0.04223053157329559,
0.03096126765012741,
0.06471160799264908,
0.012815838679671288,
0.001149691641330719,
-0.045237526297569275,
-0.03327915817499161,
-0.07997247576713562,
0.021188896149396896,
-0.010977494530379772,
0.009592903777956963,
-0.01995309256017208,
-0.028609583154320717,
-0.1237015351653099,
0.011398241855204105,
-0.06616892665624619,
-0.100103460252285,
0.03017526865005493,
0.08399094641208649,
-0.025972997769713402,
-0.045405466109514236,
-0.027239972725510597,
0.030872084200382233,
-0.013050607405602932,
0.0038575828075408936,
-0.01940637081861496,
-0.06079590693116188,
-0.006704237777739763,
0.041104525327682495,
1.9714873299793075e-33,
0.05913989618420601,
0.0736548900604248,
-0.015258087776601315,
-0.06750497221946716,
0.023397650569677353,
-0.031704891473054886,
-0.027392197400331497,
-0.049451958388090134,
-0.06286851316690445,
0.04144516587257385,
0.023896750062704086,
0.025458544492721558,
-0.098912313580513,
0.05096745118498802,
0.03678882122039795,
-0.08338037133216858,
-0.01679852418601513,
-0.06911245733499527,
-0.05171471834182739,
-0.05696733295917511,
0.017109841108322144,
0.09710684418678284,
-0.03498247265815735,
-0.05619388818740845,
-0.030924012884497643,
0.032725740224123,
0.06764409691095352,
-0.03389047458767891,
-0.10011523962020874,
0.021654417738318443,
-0.03829656168818474,
-0.034491296857595444,
-0.04534254968166351,
0.021514201536774635,
-0.09605814516544342,
0.020499425008893013,
0.006367089692503214,
0.019927792251110077,
0.021566782146692276,
-0.056654468178749084,
0.014440763741731644,
0.07356264442205429,
0.020406333729624748,
0.026836326345801353,
0.08160731941461563,
0.06479552388191223,
-0.033300161361694336,
0.026460204273462296,
0.039443980902433395,
-0.05435635522007942,
-0.07450102269649506,
0.005882863886654377,
-0.023357128724455833,
0.03545575961470604,
-0.03543920814990997,
-0.04946107044816017,
-0.033195722848176956,
0.031158508732914925,
0.0003737063379958272,
0.033580947667360306,
0.05752982199192047,
-0.026150738820433617,
0.06549002230167389,
0.02053641900420189,
0.030527539551258087,
0.07923106849193573,
-0.11576955020427704,
-0.02059156633913517,
0.04734364151954651,
0.034545689821243286,
-0.09603461623191833,
0.010700488463044167,
0.07212132960557938,
-0.03104984015226364,
0.0652008131146431,
-0.03984761983156204,
-0.022693146020174026,
-0.06636971980333328,
0.010000730864703655,
-0.02207847125828266,
-0.030522044748067856,
-0.0034087360836565495,
-0.03228902071714401,
-0.03965456038713455,
-0.04591827467083931,
0.01568504422903061,
0.021484732627868652,
0.012452510185539722,
-0.04513183608651161,
-0.03649432957172394,
-0.14039504528045654,
-0.022588560357689857,
0.017465444281697273,
-0.07894867658615112,
-0.0743105337023735,
-5.342570763951433e-33,
-0.03977879509329796,
0.04742882400751114,
0.04293873533606529,
0.10160667449235916,
-0.0010103285312652588,
-0.05726597085595131,
-0.01589367911219597,
0.030695214867591858,
0.014953074976801872,
0.05188944935798645,
0.02394169755280018,
-0.01972929574549198,
-0.03724471479654312,
-0.008283674716949463,
0.03314611315727234,
-0.04223521426320076,
-0.006146380677819252,
0.061815839260816574,
0.014512230642139912,
0.02673615701496601,
0.014600716531276703,
-0.02589261345565319,
-0.1902945190668106,
0.0567493662238121,
0.004550642799586058,
0.062157630920410156,
0.005135269369930029,
-0.020796753466129303,
0.025455405935645103,
0.01372196339070797,
-0.03134937211871147,
-0.04653158038854599,
-0.0025226387660950422,
0.05820488929748535,
-0.09374376386404037,
-0.04444531723856926,
0.008406534790992737,
-0.007756825536489487,
-0.10493747144937515,
0.027832476422190666,
-0.04233579710125923,
-0.025378933176398277,
0.046132564544677734,
-0.036657799035310745,
-0.020606210455298424,
0.04522142559289932,
-0.04857448488473892,
-0.007380391005426645,
-0.03797328099608421,
-0.05315709114074707,
0.0963229313492775,
-0.06258660554885864,
-0.026663580909371376,
0.005120070651173592,
-0.0008276596781797707,
-0.008357939310371876,
-0.030380554497241974,
0.017446013167500496,
-0.08196748048067093,
-0.04859306290745735,
0.11566462367773056,
0.05864853784441948,
-0.03283046558499336,
0.02243598736822605,
0.0017346085514873266,
-0.034607481211423874,
0.010305890813469887,
-0.014950738288462162,
0.015422869473695755,
-0.03329332545399666,
-0.040459971874952316,
0.042106810957193375,
0.04885247349739075,
-0.04594876617193222,
0.02604624629020691,
0.03324508294463158,
-0.011554066091775894,
0.0727083683013916,
0.03842587396502495,
0.003069100435823202,
0.03792119398713112,
-0.036077626049518585,
0.044166695326566696,
0.08093758672475815,
0.004207360092550516,
-0.005334788933396339,
-0.05444769188761711,
0.1177060529589653,
0.00813452247530222,
-0.035772401839494705,
-0.0291197020560503,
0.062235038727521896,
0.030739042907953262,
0.04724879190325737,
0.004163646604865789,
-5.431756378015962e-8,
-0.009499851614236832,
-0.1323600858449936,
-0.04685123264789581,
-0.003155457554385066,
0.0040383003652095795,
0.0022729423362761736,
0.010921178385615349,
0.008949482813477516,
-0.02931968867778778,
-0.04339107125997543,
0.0015886046458035707,
-0.00006305005808826536,
-0.10012301057577133,
-0.03945159167051315,
-0.03129152953624725,
-0.03021806851029396,
-0.011906999163329601,
0.0841824859380722,
-0.0017913454212248325,
-0.030811715871095657,
-0.016508489847183228,
0.06206146627664566,
0.06579174101352692,
-0.10455814003944397,
-0.06455179303884506,
0.030781999230384827,
-0.0654834434390068,
0.022854425013065338,
-0.03616587817668915,
0.03208008408546448,
0.08050026744604111,
-0.03084631823003292,
0.04918278008699417,
-0.027404099702835083,
0.035904332995414734,
0.04097212105989456,
-0.022477461025118828,
0.08278519660234451,
-0.04326510429382324,
0.021851059049367905,
0.07113940268754959,
-0.12708672881126404,
-0.0177136342972517,
0.06986195594072342,
0.074554443359375,
-0.10682571679353714,
-0.04011736437678337,
-0.004037617705762386,
0.054000817239284515,
-0.016219809651374817,
0.026782473549246788,
0.08860497921705246,
0.0496269129216671,
-0.04359617084264755,
-0.01731027662754059,
0.0471121184527874,
-0.06412045657634735,
0.0440591461956501,
-0.05792898312211037,
-0.034599125385284424,
0.15714780986309052,
0.05717361718416214,
-0.03838806599378586,
0.08757737278938293
] | 0.045318 |
# LLM 任务 `llm-task` 是一个\*\*可选插件工具\*\*，用于运行纯 JSON 的 LLM 任务并返回结构化输出（可选择根据 JSON Schema 进行验证）。 这非常适合像 Lobster 这样的工作流引擎：你可以添加单个 LLM 步骤，而无需为每个工作流编写自定义 OpenClaw 代码。 ## 启用插件 1. 启用插件： ```json { "plugins": { "entries": { "llm-task": { "enabled": true } } } } ``` 2. 将工具加入允许列表（它以 `optional: true` 注册）： ```json { "agents": { "list": [ { "id": "main", "tools": { "allow": ["llm-task"] } } ] } } ``` ## 配置（可选） ```json { "plugins": { "entries": { "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.2", "defaultAuthProfileId": "main", "allowedModels": ["openai-codex/gpt-5.2"], "maxTokens": 800, "timeoutMs": 30000 } } } } } ``` `allowedModels` 是 `provider/model` 字符串的允许列表。如果设置了该项，任何不在列表中的请求都会被拒绝。 ## 工具参数 - `prompt`（字符串，必填） - `input`（任意类型，可选） - `schema`（对象，可选 JSON Schema） - `provider`（字符串，可选） - `model`（字符串，可选） - `authProfileId`（字符串，可选） - `temperature`（数字，可选） - `maxTokens`（数字，可选） - `timeoutMs`（数字，可选） ## 输出 返回 `details.json`，包含解析后的 JSON（如果提供了 `schema`，则会进行验证）。 ## 示例：Lobster 工作流步骤 ```lobster openclaw.invoke --tool llm-task --action json --args-json '{ "prompt": "Given the input email, return intent and draft.", "input": { "subject": "Hello", "body": "Can you help?" }, "schema": { "type": "object", "properties": { "intent": { "type": "string" }, "draft": { "type": "string" } }, "required": ["intent", "draft"], "additionalProperties": false } }' ``` ## 安全注意事项 - 该工具为\*\*纯 JSON 模式\*\*，指示模型仅输出 JSON（无代码围栏、无注释说明）。 - 此次运行不会向模型暴露任何工具。 - 除非使用 `schema` 进行验证，否则应将输出视为不可信。 - 在任何有副作用的步骤（发送、发布、执行）之前设置审批流程。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/llm-task.md | main | opebclaw | [
-0.059170763939619064,
0.038016315549612045,
-0.014762882143259048,
-0.0070602321065962315,
0.012990708462893963,
0.017368223518133163,
0.0017654099501669407,
0.014683476649224758,
-0.00041120420792140067,
-0.031340546905994415,
0.048728443682193756,
-0.05701068788766861,
0.019731178879737854,
0.07808823138475418,
0.1039472445845604,
0.12234998494386673,
-0.02446761354804039,
-0.025851882994174957,
-0.049210891127586365,
-0.11062005162239075,
0.04006190225481987,
0.016072427853941917,
0.042281292378902435,
-0.0051051354967057705,
-0.0548301599919796,
-0.023760875687003136,
0.0037075772415846586,
0.03217368945479393,
-0.05907083675265312,
0.01285006944090128,
-0.007993430830538273,
0.014545751735568047,
-0.04487333074212074,
0.004689006134867668,
0.12607203423976898,
0.056282855570316315,
-0.01825810596346855,
-0.11108861863613129,
0.05132775753736496,
-0.0029453181196004152,
0.029395585879683495,
0.024976544082164764,
-0.025273092091083527,
-0.11749839037656784,
0.015857672318816185,
-0.06434758752584457,
-0.033402182161808014,
-0.10706441849470139,
-0.06753044575452805,
0.07301612198352814,
-0.04697756469249725,
-0.025071939453482628,
-0.018363799899816513,
-0.021950509399175644,
0.010577994398772717,
-0.00030977572896517813,
-0.08296984434127808,
0.004615370184183121,
-0.016919268295168877,
-0.04046737775206566,
0.04056506231427193,
-0.042018160223960876,
-0.007719025015830994,
-0.013784759677946568,
-0.13635846972465515,
-0.009256462566554546,
-0.0681368038058281,
0.024355577304959297,
-0.016658691689372063,
-0.021586885675787926,
0.034262750297784805,
-0.06517460197210312,
-0.06640869379043579,
-0.04743180051445961,
-0.026455096900463104,
-0.05587035417556763,
0.02482110820710659,
-0.03538176789879799,
-0.033619072288274765,
-0.055037837475538254,
-0.03203803300857544,
-0.03098997473716736,
-0.05123555287718773,
0.08637244999408722,
-0.05556590482592583,
0.08123645186424255,
-0.08606318384408951,
-0.005967946723103523,
0.03003329411149025,
-0.02317010797560215,
0.004111741203814745,
-0.11017543822526932,
0.016996385529637337,
0.015594827942550182,
0.050434697419404984,
0.03684791922569275,
0.03181937709450722,
-0.032350510358810425,
-0.1047862321138382,
0.08389169722795486,
-0.005802863743156195,
-0.03717908263206482,
0.03627575561404228,
0.00963742658495903,
0.03136870265007019,
0.008781258016824722,
-0.005952143110334873,
-0.0052971551194787025,
-0.04196703061461449,
0.045465342700481415,
0.00018180676852352917,
0.07540134340524673,
-0.019525138661265373,
-0.03515173867344856,
-0.04289402812719345,
0.009645111858844757,
0.027090612798929214,
0.02330518327653408,
0.014562472701072693,
0.03479917719960213,
0.15189281105995178,
0.013464539311826229,
-0.04899846762418747,
0.02528112567961216,
0.039717286825180054,
-0.03146791458129883,
0.04310208559036255,
3.0704595699569565e-33,
0.10594169795513153,
-0.05676569417119026,
0.02131398767232895,
-0.003856496885418892,
0.07530085742473602,
-0.07160937041044235,
0.054538384079933167,
0.067421555519104,
-0.0757526159286499,
0.024186618626117706,
-0.04450676217675209,
0.05038583651185036,
-0.06270542740821838,
0.029185932129621506,
-0.08247612416744232,
-0.07718616724014282,
0.02207469940185547,
-0.008767309598624706,
0.06050030514597893,
0.001275024376809597,
-0.001506427419371903,
-0.018741849809885025,
-0.005425669718533754,
0.009356961585581303,
0.004739922005683184,
0.043934211134910583,
0.052394598722457886,
-0.004970334004610777,
-0.025551652535796165,
0.033240556716918945,
0.0034330144990235567,
0.003371186787262559,
0.02454483136534691,
0.02402556501328945,
-0.060650985687971115,
0.03394714742898941,
-0.07850940525531769,
-0.004949580878019333,
-0.049174439162015915,
-0.06031196936964989,
0.06671228259801865,
0.01003197766840458,
-0.06309369951486588,
-0.05597687140107155,
-0.03553781658411026,
-0.020693810656666756,
0.006850560195744038,
-0.05260046571493149,
0.05489515885710716,
-0.057800885289907455,
-0.014095006510615349,
0.04499383270740509,
-0.031809885054826736,
0.006340993568301201,
0.060876328498125076,
-0.07812175899744034,
-0.00913921371102333,
0.05456925928592682,
0.029695697128772736,
-0.10457765311002731,
-0.008021589368581772,
0.019589973613619804,
-0.0071876621805131435,
0.06212782859802246,
0.0904059112071991,
0.00630807364359498,
-0.03724965453147888,
0.03928481414914131,
-0.000853502657264471,
-0.06577978283166885,
-0.04819585382938385,
0.03768998384475708,
0.01798376254737377,
-0.013145879842340946,
-0.041543927043676376,
-0.10592655092477798,
0.02439061924815178,
-0.019679352641105652,
0.026119936257600784,
-0.022650057449936867,
0.05959063768386841,
-0.06368875503540039,
-0.07516951858997345,
0.010870561003684998,
-0.003055030945688486,
0.09118709713220596,
-0.006875185761600733,
-0.010316514410078526,
-0.00547810411080718,
0.0016551072476431727,
-0.0886039063334465,
0.023137401789426804,
-0.008034756407141685,
0.005309427157044411,
-0.04434143751859665,
-7.25634719877712e-33,
0.008514360524713993,
-0.06545891612768173,
-0.010980512946844101,
-0.005367775447666645,
0.048387520015239716,
-0.09892205148935318,
0.04559260979294777,
0.02385271154344082,
0.04452185332775116,
0.04358779266476631,
-0.05565834417939186,
-0.042389921844005585,
-0.013669143430888653,
-0.06440046429634094,
0.03449021279811859,
0.04523367062211037,
-0.08274088054895401,
-0.017596077173948288,
0.010762170888483524,
0.022290388122200966,
-0.020527323707938194,
0.10280568897724152,
-0.021321645006537437,
0.048411790281534195,
-0.02729726769030094,
-0.06086711585521698,
0.006679687649011612,
-0.014636978507041931,
-0.06578004360198975,
-0.010324657894670963,
0.018937846645712852,
-0.03286132216453552,
-0.07565072923898697,
0.07440251111984253,
-0.005011634901165962,
-0.04681731387972832,
-0.01096471305936575,
0.1324443817138672,
-0.027048656716942787,
0.024844877421855927,
0.047314658761024475,
-0.022572193294763565,
-0.05708320811390877,
0.04978133738040924,
0.022008173167705536,
-0.010612733662128448,
-0.0253417007625103,
-0.01160764042288065,
-0.00971233006566763,
-0.055159978568553925,
-0.015178942121565342,
0.0023022473324090242,
-0.04459007456898689,
-0.035753849893808365,
0.03628874570131302,
-0.03444122523069382,
0.04145466908812523,
-0.14978796243667603,
-0.03411972522735596,
-0.08746132254600525,
-0.03347155451774597,
-0.0602978952229023,
0.018782664090394974,
0.03148026764392853,
0.07745010405778885,
-0.05829263851046562,
-0.10468412935733795,
-0.010695681907236576,
-0.0001629505422897637,
-0.04343828186392784,
-0.007792133372277021,
0.0185313168913126,
0.028437191620469093,
-0.04416026920080185,
0.055916544049978256,
-0.06837214529514313,
-0.06659533083438873,
-0.006786051206290722,
0.0598071850836277,
0.05426817387342453,
0.0029121695552021265,
0.007283156272023916,
0.018023893237113953,
0.09646417200565338,
-0.03117259405553341,
-0.054593514651060104,
0.04330690577626228,
0.13487093150615692,
-0.0580526664853096,
0.03167726472020149,
0.031269621104002,
-0.008285355754196644,
0.03274432569742203,
0.013706594705581665,
-0.012036435306072235,
-4.830696553881353e-8,
-0.08852501213550568,
-0.07347259670495987,
-0.10990411043167114,
0.005324883386492729,
-0.04071606695652008,
-0.036269187927246094,
-0.02845708280801773,
0.05309634655714035,
0.08326543122529984,
-0.0508076474070549,
0.09930958598852158,
0.046481356024742126,
-0.11706758290529251,
0.04275273531675339,
-0.05760505422949791,
-0.014628355391323566,
-0.05347326025366783,
0.13910582661628723,
0.024905892089009285,
-0.012963815592229366,
0.04111912474036217,
0.06590647250413895,
0.06653645634651184,
-0.07118961960077286,
0.06781480461359024,
0.03298402577638626,
-0.10431875288486481,
0.031137418001890182,
-0.06021013483405113,
0.05126521363854408,
-0.0214167982339859,
-0.0524417944252491,
0.027386968955397606,
0.013314691372215748,
0.0005380133516155183,
-0.04787527024745941,
0.08906669914722443,
-0.024571651592850685,
0.005543068051338196,
-0.05036213621497154,
0.07266731560230255,
0.011524944566190243,
-0.11159803718328476,
0.04514786973595619,
0.010136120021343231,
-0.055192820727825165,
0.0003066662175115198,
0.029570266604423523,
0.06347620487213135,
-0.029749512672424316,
-0.03358478471636772,
-0.009003587998449802,
0.0680895745754242,
-0.019708771258592606,
0.00088789890287444,
0.052545610815286636,
0.07931645959615707,
-0.017435157671570778,
0.012590852566063404,
0.01078116986900568,
0.10974089801311493,
0.02171988971531391,
0.025892289355397224,
0.02683251164853573
] | 0.058388 |
# 浏览器（openclaw 托管） OpenClaw 可以运行一个由智能体控制的\*\*专用 Chrome/Brave/Edge/Chromium 配置文件\*\*。 它与你的个人浏览器隔离，通过 Gateway 网关内部的小型本地控制服务进行管理（仅限 loopback）。 新手视角： - 把它想象成一个\*\*独立的、仅供智能体使用的浏览器\*\*。 - `openclaw` 配置文件\*\*不会\*\*触及你的个人浏览器配置文件。 - 智能体可以在安全的通道中\*\*打开标签页、读取页面、点击和输入\*\*。 - 默认的 `chrome` 配置文件通过扩展中继使用\*\*系统默认的 Chromium 浏览器\*\*；切换到 `openclaw` 可使用隔离的托管浏览器。 ## 功能概览 - 一个名为 \*\*openclaw\*\* 的独立浏览器配置文件（默认橙色主题）。 - 确定性标签页控制（列出/打开/聚焦/关闭）。 - 智能体操作（点击/输入/拖动/选择）、快照、截图、PDF。 - 可选的多配置文件支持（`openclaw`、`work`、`remote` 等）。 此浏览器\*\*不是\*\*你的日常浏览器。它是一个安全、隔离的界面，用于智能体自动化和验证。 ## 快速开始 ```bash openclaw browser --browser-profile openclaw status openclaw browser --browser-profile openclaw start openclaw browser --browser-profile openclaw open https://example.com openclaw browser --browser-profile openclaw snapshot ``` 如果出现"Browser disabled"，请在配置中启用它（见下文）并重启 Gateway 网关。 ## 配置文件：`openclaw` 与 `chrome` - `openclaw`：托管的隔离浏览器（无需扩展）。 - `chrome`：到你\*\*系统浏览器\*\*的扩展中继（需要将 OpenClaw 扩展附加到标签页）。 如果你希望默认使用托管模式，请设置 `browser.defaultProfile: "openclaw"`。 ## 配置 浏览器设置位于 `~/.openclaw/openclaw.json`。 ```json5 { browser: { enabled: true, // default: true // cdpUrl: "http://127.0.0.1:18792", // legacy single-profile override remoteCdpTimeoutMs: 1500, // remote CDP HTTP timeout (ms) remoteCdpHandshakeTimeoutMs: 3000, // remote CDP WebSocket handshake timeout (ms) defaultProfile: "chrome", color: "#FF4500", headless: false, noSandbox: false, attachOnly: false, executablePath: "/Applications/Brave Browser.app/Contents/MacOS/Brave Browser", profiles: { openclaw: { cdpPort: 18800, color: "#FF4500" }, work: { cdpPort: 18801, color: "#0066CC" }, remote: { cdpUrl: "http://10.0.0.42:9222", color: "#00AA00" }, }, }, } ``` 注意事项： - 浏览器控制服务绑定到 loopback 上的端口，该端口从 `gateway.port` 派生（默认：`18791`，即 gateway + 2）。中继使用下一个端口（`18792`）。 - 如果你覆盖了 Gateway 网关端口（`gateway.port` 或 `OPENCLAW\_GATEWAY\_PORT`），派生的浏览器端口会相应调整以保持在同一"系列"中。 - 未设置时，`cdpUrl` 默认为中继端口。 - `remoteCdpTimeoutMs` 适用于远程（非 loopback）CDP 可达性检查。 - `remoteCdpHandshakeTimeoutMs` 适用于远程 CDP WebSocket 可达性检查。 - `attachOnly: true` 表示"永不启动本地浏览器；仅在浏览器已运行时附加"。 - `color` + 每个配置文件的 `color` 为浏览器 UI 着色，以便你能看到哪个配置文件处于活动状态。 - 默认配置文件是 `chrome`（扩展中继）。使用 `defaultProfile: "openclaw"` 来使用托管浏览器。 - 自动检测顺序：如果系统默认浏览器是基于 Chromium 的则使用它；否则 Chrome → Brave → Edge → Chromium → Chrome Canary。 - 本地 `openclaw` 配置文件会自动分配 `cdpPort`/`cdpUrl` — 仅为远程 CDP 设置这些。 ## 使用 Brave（或其他基于 Chromium 的浏览器） 如果你的\*\*系统默认\*\*浏览器是基于 Chromium 的（Chrome/Brave/Edge 等），OpenClaw 会自动使用它。设置 `browser.executablePath` 可覆盖自动检测： CLI 示例： ```bash openclaw config set browser.executablePath "/usr/bin/google-chrome" ``` ```json5 // macOS { browser: { executablePath: "/Applications/Brave Browser.app/Contents/MacOS/Brave Browser" } } // Windows { browser: { executablePath: "C:\\Program Files\\BraveSoftware\\Brave-Browser\\Application\\brave.exe" } } // Linux { browser: { executablePath: "/usr/bin/brave-browser" } } ``` ## 本地控制与远程控制 - \*\*本地控制（默认）：\*\* Gateway 网关启动 loopback 控制服务，可以启动本地浏览器。 - \*\*远程控制（节点主机）：\*\* 在有浏览器的机器上运行节点主机；Gateway 网关将浏览器操作代理到该节点。 - \*\*远程 CDP：\*\* 设置 `browser.profiles..cdpUrl`（或 `browser.cdpUrl`）以附加到远程的基于 Chromium 的浏览器。在这种情况下，OpenClaw 不会启动本地浏览器。 远程 CDP URL 可以包含认证信息： - 查询令牌（例如 `https://provider.example?token=`） - HTTP Basic 认证（例如 `https://user:pass@provider.example`） OpenClaw 在调用 `/json/\*` 端点和连接 CDP WebSocket 时会保留认证信息。建议使用环境变量或密钥管理器存储令牌，而不是将其提交到配置文件中。 ## 节点浏览器代理（零配置默认） 如果你在有浏览器的机器上运行\*\*节点主机\*\*，OpenClaw 可以自动将浏览器工具调用路由到该节点，无需任何额外的浏览器配置。这是远程 Gateway 网关的默认路径。 注意事项： - 节点主机通过\*\*代理命令\*\*暴露其本地浏览器控制服务器。 - 配置文件来自节点自己的 `browser.profiles` 配置（与本地相同）。 - 如果不需要可以禁用： - 在节点上：`nodeHost.browserProxy.enabled=false` - 在 Gateway 网关上：`gateway.nodes.browser.mode="off"` ## Browserless（托管远程 CDP） [Browserless](https://browserless.io) 是一个托管的 Chromium 服务，通过 HTTPS 暴露 CDP 端点。你可以将 OpenClaw 浏览器配置文件指向 Browserless 区域端点，并使用你的 API 密钥进行认证。 示例： ```json5 { browser: { enabled: true, defaultProfile: "browserless", remoteCdpTimeoutMs: 2000, remoteCdpHandshakeTimeoutMs: 4000, profiles: { browserless: { cdpUrl: "https://production-sfo.browserless.io?token=", color: "#00AA00", }, }, }, } ``` 注意事项： - 将 `` 替换为你真实的 Browserless 令牌。 - 选择与你的 Browserless 账户匹配的区域端点（请参阅其文档）。 ## 安全性 核心理念： - 浏览器控制仅限 loopback；访问通过 Gateway 网关的认证或节点配对进行。 - 将 Gateway 网关和任何节点主机保持在私有网络上（Tailscale）；避免公开暴露。 - 将远程 CDP URL/令牌视为机密；优先使用环境变量或密钥管理器。 远程 CDP 提示： - 尽可能使用 HTTPS 端点和短期令牌。 - 避免在配置文件中直接嵌入长期令牌。 ## 配置文件（多浏览器） OpenClaw 支持多个命名配置文件（路由配置）。配置文件可以是： - \*\*openclaw 托管\*\*：具有独立用户数据目录和 CDP 端口的专用基于 Chromium 的浏览器实例 - \*\*远程\*\*：显式 CDP URL（在其他地方运行的基于 Chromium 的浏览器） - \*\*扩展中继\*\*：通过本地中继 + Chrome 扩展访问你现有的 Chrome 标签页 默认值： - 如果缺少 `openclaw` 配置文件，会自动创建。 - `chrome` 配置文件是内置的，用于 Chrome 扩展中继（默认指向 `http://127.0.0.1:18792`）。 - 本地 CDP 端口默认从 \*\*18800–18899\*\* 分配。 - 删除配置文件会将其本地数据目录移至回收站。 所有控制端点接受 `?profile=`；CLI 使用 `--browser-profile`。 ## Chrome 扩展中继（使用你现有的 Chrome） OpenClaw 还可以通过本地 CDP 中继 + Chrome 扩展驱动\*\*你现有的 Chrome 标签页\*\*（无需单独的"openclaw"Chrome 实例）。 完整指南：[Chrome 扩展](/tools/chrome-extension) 流程： - Gateway 网关在本地运行（同一台机器）或节点主机在浏览器所在机器上运行。 - 本地\*\*中继服务器\*\*在 loopback 的 `cdpUrl` 上监听（默认：`http://127.0.0.1:18792`）。 - 你点击标签页上的 \*\*OpenClaw Browser Relay\*\* 扩展图标来附加（它不会自动附加）。 - 智能体通过选择正确的配置文件，使用普通的 `browser` 工具控制该标签页。 如果 Gateway 网关在其他地方运行，请在浏览器所在机器上运行节点主机，以便 Gateway 网关可以代理浏览器操作。 ### 沙箱会话 如果智能体会话是沙箱隔离的，`browser` 工具可能默认为 `target="sandbox"`（沙箱浏览器）。 Chrome 扩展中继接管需要主机浏览器控制，因此要么： - 在非沙箱模式下运行会话，或者 - 设置 `agents.defaults.sandbox.browser.allowHostControl: true` 并在调用工具时使用 `target="host"`。 ### 设置 1. 加载扩展（开发/未打包）： ```bash openclaw browser extension install ``` - Chrome → `chrome://extensions` → 启用"开发者模式" - "加载已解压的扩展程序" → 选择 `openclaw browser extension path` 打印的目录 - 固定扩展，然后在你想要控制的标签页上点击它（徽章显示 `ON`）。 2. 使用它： - CLI：`openclaw browser --browser-profile chrome tabs` - 智能体工具：`browser` 配合 `profile="chrome"` 可选：如果你想要不同的名称或中继端口，创建你自己的配置文件： ```bash openclaw browser create-profile \ --name my-chrome \ --driver extension \ --cdp-url http://127.0.0.1:18792 \ --color "#00AA00" ``` 注意事项： - 此模式依赖 Playwright-on-CDP 进行大多数操作（截图/快照/操作）。 - 再次点击扩展图标可分离。 ## 隔离保证 - \*\*专用用户数据目录\*\*：永不触及你的个人浏览器配置文件。 - \*\*专用端口\*\*：避免使用 `9222` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser.md | main | opebclaw | [
-0.0596047081053257,
0.028195464983582497,
-0.02677249349653721,
-0.006931660231202841,
-0.03086058981716633,
-0.039100732654333115,
-0.014819912612438202,
-0.016423577442765236,
-0.016047026962041855,
-0.035353973507881165,
0.15979693830013275,
-0.04347808659076691,
-0.003145849099382758,
-0.02615905925631523,
0.011311875656247139,
0.07958254218101501,
-0.06986482441425323,
0.06022465229034424,
-0.011834266595542431,
-0.00022778705169912428,
-0.043205376714468,
-0.09235232323408127,
0.05689554288983345,
-0.02871447242796421,
-0.06876201927661896,
0.10906120389699936,
-0.05961218103766441,
0.059925712645053864,
0.07012390345335007,
-0.06290850788354874,
-0.046201471239328384,
0.0766884833574295,
0.015303888358175755,
0.02292652055621147,
0.06976770609617233,
0.007079808507114649,
-0.052024226635694504,
0.010512255132198334,
-0.03424648940563202,
0.061249326914548874,
0.011273186653852463,
0.0368548184633255,
0.008314491249620914,
-0.02532014437019825,
0.02665034495294094,
-0.005523985251784325,
-0.04016680270433426,
-0.02692665532231331,
-0.07537291198968887,
-0.08607251197099686,
-0.056444913148880005,
-0.004415468312799931,
-0.04076105356216431,
-0.047095224261283875,
0.003557398682460189,
-0.033333919942379,
0.0025539896450936794,
-0.008642374537885189,
0.1077297180891037,
0.028539489954710007,
0.012392034754157066,
0.0793083906173706,
-0.051016997545957565,
0.012288548983633518,
-0.05405541881918907,
0.005663651507347822,
0.00509517639875412,
0.0169161856174469,
-0.026070890948176384,
0.015049119479954243,
-0.01976349763572216,
-0.006189851090312004,
-0.014418871141970158,
0.014316645450890064,
-0.01797678880393505,
-0.0243072547018528,
0.02384929731488228,
0.005385722499340773,
-0.10717587172985077,
-0.10296647250652313,
-0.06536893546581268,
0.010290556587278843,
0.05194532126188278,
-0.04179747402667999,
-0.013551179319620132,
0.12290401011705399,
-0.04566608741879463,
-0.09289230406284332,
0.06807821989059448,
-0.04366380721330643,
0.01463010348379612,
0.01508142426609993,
0.001852334593422711,
0.015004835091531277,
0.019718952476978302,
-0.05488992854952812,
0.07420944422483444,
0.028734741732478142,
-0.04769919812679291,
0.022774050012230873,
0.05052695423364639,
-0.03967834264039993,
-0.03462236747145653,
-0.061457157135009766,
-0.09093908965587616,
-0.001575678470544517,
-0.014609228819608688,
0.06821604818105698,
0.05462375655770302,
0.026673130691051483,
0.011125960387289524,
-0.09940487146377563,
0.03239370509982109,
-0.10650554299354553,
-0.02674390748143196,
-0.010515134781599045,
-0.03853442519903183,
-0.047790128737688065,
0.09495147317647934,
0.0648748055100441,
-0.0011554890079423785,
0.008545554243028164,
-0.08591894060373306,
-0.06898101419210434,
-0.038875762373209,
-0.07682149857282639,
0.09667947888374329,
-1.4889057566644797e-33,
0.025736695155501366,
0.03523625060915947,
-0.06834077835083008,
-0.0890844538807869,
0.08215941488742828,
-0.09893108159303665,
-0.0023946769069880247,
-0.056880488991737366,
-0.07536298781633377,
0.061943475157022476,
0.039019033312797546,
0.00469606788828969,
-0.13526073098182678,
0.037751179188489914,
0.015587718226015568,
-0.04033638909459114,
-0.03721769154071808,
-0.037308745086193085,
0.013393892906606197,
-0.047882482409477234,
0.018026139587163925,
0.018705502152442932,
0.01583336852490902,
-0.03864045441150665,
-0.030033044517040253,
0.02046317420899868,
-0.0016965520335361362,
-0.04134709760546684,
-0.030012156814336777,
0.028079090639948845,
0.007686249446123838,
0.058279912918806076,
-0.05122388154268265,
0.04832462966442108,
-0.10519842803478241,
0.037383146584033966,
-0.024911796674132347,
-0.03588205203413963,
-0.05737018212676048,
0.03313972428441048,
-0.014911978505551815,
-0.03358328714966774,
0.00011199183063581586,
0.051627833396196365,
0.03234346956014633,
-0.05138099193572998,
-0.06383028626441956,
-0.021146006882190704,
0.04568187892436981,
-0.04452265426516533,
-0.09342554956674576,
0.03795813024044037,
-0.044764745980501175,
0.06903773546218872,
0.01761828549206257,
-0.03425559401512146,
-0.03197695314884186,
0.012935822829604149,
-0.017975689843297005,
0.00014182111772242934,
0.035738907754421234,
0.042298052459955215,
-0.017883148044347763,
0.0255088210105896,
0.06263621151447296,
-0.021073484793305397,
-0.01908271200954914,
0.0441875159740448,
0.03670106455683708,
-0.11536753177642822,
-0.09256156533956528,
-0.005547011271119118,
0.08971438556909561,
0.043593622744083405,
-0.006360173691064119,
-0.02714097686111927,
-0.07811940461397171,
-0.005887630861252546,
0.09072953462600708,
-0.02448500506579876,
-0.08637000620365143,
-0.050827205181121826,
-0.028160464018583298,
-0.020352035760879517,
-0.05075277015566826,
0.05357417091727257,
0.09950676560401917,
-0.027761459350585938,
-0.010818107053637505,
0.03936314955353737,
-0.12250684946775436,
-0.05369918793439865,
0.01296241208910942,
-0.034436896443367004,
-0.04410707205533981,
-2.8745077840817506e-33,
-0.07256022095680237,
0.022317958995699883,
-0.03437052294611931,
0.0242755226790905,
-0.02338089607656002,
-0.030755288898944855,
0.03501169756054878,
0.045319121330976486,
-0.01054675504565239,
0.04170446842908859,
0.03046448901295662,
0.012846719473600388,
0.028894105926156044,
-0.03212054818868637,
0.05111436918377876,
-0.01908772997558117,
0.04146118834614754,
0.08228214830160141,
-0.05293068662285805,
0.029208775609731674,
-0.04168533533811569,
-0.02758314460515976,
-0.13577817380428314,
0.019318467006087303,
0.04400274530053139,
0.07590929418802261,
0.06484474986791611,
-0.07106336951255798,
0.057491451501846313,
0.05222049728035927,
-0.024362489581108093,
0.038655415177345276,
-0.06614446640014648,
0.07008956372737885,
-0.014195000752806664,
-0.029719797894358635,
0.017756998538970947,
-0.023528490215539932,
-0.06361562013626099,
-0.011443673633038998,
0.015248612500727177,
0.0015424363082274795,
0.040619317442178726,
-0.006892673671245575,
-0.035910628736019135,
0.10741159319877625,
-0.02020423486828804,
-0.046613577753305435,
-0.09391641616821289,
-0.011154531501233578,
0.1148989349603653,
0.035015251487493515,
0.0036802375689148903,
-0.04638492688536644,
0.0309795830398798,
0.00988817773759365,
-0.01930255815386772,
-0.06541071087121964,
-0.06622815877199173,
-0.07548718899488449,
0.01794993132352829,
0.07760365307331085,
-0.06244572997093201,
0.047684937715530396,
0.052667394280433655,
0.014001362025737762,
0.01729186251759529,
0.005053408443927765,
0.03359522297978401,
-0.09324527531862259,
-0.039840709418058395,
0.022320983931422234,
0.049683403223752975,
-0.07662761211395264,
0.016687575727701187,
-0.009781604632735252,
0.030446890741586685,
0.08305156975984573,
-0.0012684604153037071,
0.0058346097357571125,
0.013293206691741943,
-0.010104797780513763,
0.04537548869848251,
0.0802047997713089,
0.020637890323996544,
-0.0022702093701809645,
-0.049793146550655365,
0.09130620211362839,
0.0532749779522419,
0.04023526981472969,
0.011964265257120132,
0.025433095172047615,
-0.00782311987131834,
0.02040468156337738,
0.046036895364522934,
-3.586929153698293e-8,
-0.007249393966048956,
-0.0739593580365181,
-0.05605489760637283,
-0.021899165585637093,
-0.0068303607404232025,
-0.040339644998311996,
-0.022065041586756706,
-0.03683837130665779,
-0.0565204918384552,
0.0005335480091162026,
0.03360675647854805,
0.06158771365880966,
-0.10935859382152557,
0.04879532381892204,
-0.05885821208357811,
0.05422595143318176,
-0.033466409891843796,
0.04934648796916008,
0.04075324162840843,
-0.11917461454868317,
-0.060508180409669876,
0.031165186315774918,
0.0882294774055481,
-0.04918259009718895,
-0.10603204369544983,
0.0705517902970314,
-0.10967501997947693,
-0.023157209157943726,
-0.04946989566087723,
0.0019475899171084166,
-0.0023628901690244675,
-0.028249669820070267,
0.03922857344150543,
-0.017228130251169205,
0.08341144770383835,
-0.002019088016822934,
0.046286966651678085,
-0.05293688178062439,
-0.03450038656592369,
0.006153077818453312,
0.06085463985800743,
-0.07299362123012543,
-0.023599736392498016,
0.0662916898727417,
0.08829973638057709,
-0.009350721724331379,
0.04643210768699646,
0.040410056710243225,
0.04998374730348587,
-0.047076307237148285,
-0.02832481451332569,
-0.04038901627063751,
0.05492841824889183,
-0.06723492592573166,
0.042027510702610016,
0.03686409816145897,
0.026498034596443176,
-0.017291009426116943,
0.01123078539967537,
0.053827762603759766,
-0.014409185387194157,
0.040897294878959656,
0.03345886990427971,
0.03583819046616554
] | 0.024846 |
extension path` 打印的目录 - 固定扩展，然后在你想要控制的标签页上点击它（徽章显示 `ON`）。 2. 使用它： - CLI：`openclaw browser --browser-profile chrome tabs` - 智能体工具：`browser` 配合 `profile="chrome"` 可选：如果你想要不同的名称或中继端口，创建你自己的配置文件： ```bash openclaw browser create-profile \ --name my-chrome \ --driver extension \ --cdp-url http://127.0.0.1:18792 \ --color "#00AA00" ``` 注意事项： - 此模式依赖 Playwright-on-CDP 进行大多数操作（截图/快照/操作）。 - 再次点击扩展图标可分离。 ## 隔离保证 - \*\*专用用户数据目录\*\*：永不触及你的个人浏览器配置文件。 - \*\*专用端口\*\*：避免使用 `9222` 以防止与开发工作流冲突。 - \*\*确定性标签页控制\*\*：通过 `targetId` 定位标签页，而非"最后一个标签页"。 ## 浏览器选择 本地启动时，OpenClaw 选择第一个可用的： 1. Chrome 2. Brave 3. Edge 4. Chromium 5. Chrome Canary 你可以使用 `browser.executablePath` 覆盖。 平台： - macOS：检查 `/Applications` 和 `~/Applications`。 - Linux：查找 `google-chrome`、`brave`、`microsoft-edge`、`chromium` 等。 - Windows：检查常见安装位置。 ## 控制 API（可选） 仅用于本地集成，Gateway 网关暴露一个小型的 loopback HTTP API： - 状态/启动/停止：`GET /`、`POST /start`、`POST /stop` - 标签页：`GET /tabs`、`POST /tabs/open`、`POST /tabs/focus`、`DELETE /tabs/:targetId` - 快照/截图：`GET /snapshot`、`POST /screenshot` - 操作：`POST /navigate`、`POST /act` - 钩子：`POST /hooks/file-chooser`、`POST /hooks/dialog` - 下载：`POST /download`、`POST /wait/download` - 调试：`GET /console`、`POST /pdf` - 调试：`GET /errors`、`GET /requests`、`POST /trace/start`、`POST /trace/stop`、`POST /highlight` - 网络：`POST /response/body` - 状态：`GET /cookies`、`POST /cookies/set`、`POST /cookies/clear` - 状态：`GET /storage/:kind`、`POST /storage/:kind/set`、`POST /storage/:kind/clear` - 设置：`POST /set/offline`、`POST /set/headers`、`POST /set/credentials`、`POST /set/geolocation`、`POST /set/media`、`POST /set/timezone`、`POST /set/locale`、`POST /set/device` 所有端点接受 `?profile=`。 ### Playwright 要求 某些功能（navigate/act/AI 快照/角色快照、元素截图、PDF）需要 Playwright。如果未安装 Playwright，这些端点会返回明确的 501 错误。ARIA 快照和基本截图对于 openclaw 托管的 Chrome 仍然有效。对于 Chrome 扩展中继驱动程序，ARIA 快照和截图需要 Playwright。 如果你看到 `Playwright is not available in this gateway build`，请安装完整的 Playwright 包（不是 `playwright-core`）并重启 Gateway 网关，或者重新安装带浏览器支持的 OpenClaw。 #### Docker Playwright 安装 如果你的 Gateway 网关在 Docker 中运行，避免使用 `npx playwright`（npm 覆盖冲突）。改用捆绑的 CLI： ```bash docker compose run --rm openclaw-cli \ node /app/node\_modules/playwright-core/cli.js install chromium ``` 要持久化浏览器下载，设置 `PLAYWRIGHT\_BROWSERS\_PATH`（例如 `/home/node/.cache/ms-playwright`）并确保 `/home/node` 通过 `OPENCLAW\_HOME\_VOLUME` 或绑定挂载持久化。参见 [Docker](/install/docker)。 ## 工作原理（内部） 高层流程： - 一个小型\*\*控制服务器\*\*接受 HTTP 请求。 - 它通过 \*\*CDP\*\* 连接到基于 Chromium 的浏览器（Chrome/Brave/Edge/Chromium）。 - 对于高级操作（点击/输入/快照/PDF），它在 CDP 之上使用 \*\*Playwright\*\*。 - 当缺少 Playwright 时，仅非 Playwright 操作可用。 这种设计使智能体保持在稳定、确定性的接口上，同时让你可以切换本地/远程浏览器和配置文件。 ## CLI 快速参考 所有命令接受 `--browser-profile ` 以定位特定配置文件。 所有命令也接受 `--json` 以获得机器可读的输出（稳定的负载）。 基础操作： - `openclaw browser status` - `openclaw browser start` - `openclaw browser stop` - `openclaw browser tabs` - `openclaw browser tab` - `openclaw browser tab new` - `openclaw browser tab select 2` - `openclaw browser tab close 2` - `openclaw browser open https://example.com` - `openclaw browser focus abcd1234` - `openclaw browser close abcd1234` 检查： - `openclaw browser screenshot` - `openclaw browser screenshot --full-page` - `openclaw browser screenshot --ref 12` - `openclaw browser screenshot --ref e12` - `openclaw browser snapshot` - `openclaw browser snapshot --format aria --limit 200` - `openclaw browser snapshot --interactive --compact --depth 6` - `openclaw browser snapshot --efficient` - `openclaw browser snapshot --labels` - `openclaw browser snapshot --selector "#main" --interactive` - `openclaw browser snapshot --frame "iframe#main" --interactive` - `openclaw browser console --level error` - `openclaw browser errors --clear` - `openclaw browser requests --filter api --clear` - `openclaw browser pdf` - `openclaw browser responsebody "\*\*/api" --max-chars 5000` 操作： - `openclaw browser navigate https://example.com` - `openclaw browser resize 1280 720` - `openclaw browser click 12 --double` - `openclaw browser click e12 --double` - `openclaw browser type 23 "hello" --submit` - `openclaw browser press Enter` - `openclaw browser hover 44` - `openclaw browser scrollintoview e12` - `openclaw browser drag 10 11` - `openclaw browser select 9 OptionA OptionB` - `openclaw browser download e12 /tmp/report.pdf` - `openclaw browser waitfordownload /tmp/report.pdf` - `openclaw browser upload /tmp/file.pdf` - `openclaw browser fill --fields '[{"ref":"1","type":"text","value":"Ada"}]'` - `openclaw browser dialog --accept` - `openclaw browser wait --text "Done"` - `openclaw browser wait "#main" --url "\*\*/dash" --load networkidle --fn "window.ready===true"` - `openclaw browser evaluate --fn '(el) => el.textContent' --ref 7` - `openclaw browser highlight e12` - `openclaw browser trace start` - `openclaw browser trace stop` 状态： - `openclaw browser cookies` - `openclaw browser cookies set session abc123 --url "https://example.com"` - `openclaw browser cookies clear` - `openclaw browser storage local get` - `openclaw browser storage local set theme dark` - `openclaw browser storage session clear` - `openclaw browser set offline on` - `openclaw browser set headers --json '{"X-Debug":"1"}'` - `openclaw browser set credentials user pass` - `openclaw browser set credentials --clear` - `openclaw | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser.md | main | opebclaw | [
-0.010786684229969978,
0.024768715724349022,
-0.07159621268510818,
-0.04346679151058197,
0.02019966021180153,
-0.01938468962907791,
-0.0020583958830684423,
0.04370434582233429,
-0.06629405170679092,
-0.07766043394804001,
0.11027157306671143,
-0.06433365494012833,
0.022929983213543892,
0.017171163111925125,
-0.00592769542708993,
0.06183233857154846,
-0.0444001704454422,
0.05158715322613716,
0.030473707243800163,
-0.012174906209111214,
-0.04910317808389664,
-0.035536814481019974,
0.03699398413300514,
-0.052903641015291214,
-0.073182612657547,
0.00867482926696539,
-0.07708416134119034,
-0.011912993155419827,
0.013468359597027302,
-0.05560411512851715,
0.04213175177574158,
0.03714290261268616,
0.039402350783348083,
-0.013760894536972046,
0.1171419695019722,
0.012387014925479889,
0.0006373324431478977,
-0.008067984133958817,
-0.13264073431491852,
0.04401865229010582,
0.0076753185130655766,
0.051484983414411545,
-0.06269487738609314,
-0.040347371250391006,
-0.06898865103721619,
-0.11318361014127731,
-0.03491181507706642,
-0.06687355041503906,
-0.05078228935599327,
-0.0020278363954275846,
-0.08011016994714737,
-0.014384344220161438,
-0.08582833409309387,
-0.059018176048994064,
-0.01575382426381111,
0.031999584287405014,
-0.02587687224149704,
0.02715548314154148,
0.06236924231052399,
0.04866496101021767,
-0.03741902485489845,
0.05085165426135063,
-0.052981048822402954,
0.050068411976099014,
-0.10001951456069946,
0.04191528260707855,
-0.0015167435631155968,
-0.013851811178028584,
-0.047621261328458786,
-0.005510877817869186,
-0.039100151509046555,
0.015784431248903275,
0.012629768811166286,
0.006153383292257786,
-0.01408581342548132,
-0.08596257120370865,
0.009232733398675919,
0.06104692444205284,
-0.09241396933794022,
-0.11674857884645462,
-0.018725426867604256,
-0.06900373101234436,
0.01607874594628811,
0.04135722294449806,
0.06711792945861816,
0.1280871033668518,
-0.02964254654943943,
-0.07460776716470718,
0.03436032310128212,
-0.030892357230186462,
-0.004366985056549311,
-0.05302735045552254,
0.0420684739947319,
0.020148441195487976,
0.03171583265066147,
-0.02351544238626957,
0.10843397676944733,
0.06368662416934967,
-0.022587420418858528,
0.06604873389005661,
0.001964650582522154,
-0.04686170816421509,
0.007130743004381657,
-0.030822787433862686,
-0.06718382239341736,
0.05329669266939163,
-0.009436202235519886,
0.10982285439968109,
0.041296906769275665,
-0.0227221492677927,
0.024117546156048775,
-0.08922185003757477,
0.006364686880260706,
-0.1417858600616455,
0.0025206657592207193,
0.04389303922653198,
-0.013822001405060291,
-0.005982755683362484,
0.07315090298652649,
0.05726069584488869,
0.06726796925067902,
0.032280612736940384,
-0.08883970975875854,
-0.022710250690579414,
0.0005665558855980635,
-0.030668973922729492,
0.1356385201215744,
-2.568277179355144e-33,
0.04502111300826073,
-0.03662118688225746,
-0.10425028204917908,
-0.014421080239117146,
0.09563449025154114,
-0.040572669357061386,
0.06670080125331879,
-0.0018744004191830754,
-0.08428053557872772,
-0.0005856687785126269,
0.08393175899982452,
0.011741995811462402,
-0.13838014006614685,
0.01350975502282381,
0.02316027134656906,
0.03152232989668846,
-0.009600563906133175,
0.026408489793539047,
-0.006436522584408522,
-0.05424220487475395,
-0.011960986070334911,
0.02771451510488987,
-0.034398119896650314,
0.006655077915638685,
-0.03258388489484787,
0.06870495527982712,
-0.011181250214576721,
-0.010030040517449379,
-0.029766302555799484,
0.028559597209095955,
0.0313127376139164,
-0.024220682680606842,
-0.06545475125312805,
0.0282340869307518,
-0.020045630633831024,
0.01689433678984642,
-0.04778454080224037,
-0.010160206817090511,
-0.0537215881049633,
0.037272363901138306,
-0.00120369007345289,
-0.03263569995760918,
-0.04883970692753792,
0.003620358882471919,
-0.022838495671749115,
-0.07440953701734543,
-0.06967371702194214,
-0.040090397000312805,
0.053865399211645126,
-0.0018699322827160358,
-0.057600513100624084,
0.010047412477433681,
-0.010302825830876827,
0.059784695506095886,
-0.010412280447781086,
-0.03029852733016014,
-0.1293477863073349,
-0.015363109298050404,
-0.01806059293448925,
-0.061792127788066864,
0.07172246277332306,
0.04536588862538338,
-0.03530128300189972,
0.020182223990559578,
-0.007313787471503019,
-0.07683215290307999,
0.04709271341562271,
0.03421666845679283,
0.026479516178369522,
-0.08446582406759262,
-0.1075911894440651,
-0.007801488973200321,
0.09813833236694336,
0.007021061144769192,
-0.02917781099677086,
-0.0587606318295002,
-0.05755924433469772,
-0.0010845327051356435,
0.03929188847541809,
0.02292865701019764,
-0.0038919078651815653,
-0.028578266501426697,
-0.038534849882125854,
-0.029085729271173477,
0.006846616510301828,
0.01267762016505003,
0.07872049510478973,
-0.005702384281903505,
-0.044076818972826004,
0.030742699280381203,
-0.07232796400785446,
0.0440702959895134,
-0.07392887771129608,
-0.006529158912599087,
-0.03449612483382225,
-2.0154026969000743e-33,
-0.026068048551678658,
-0.0023365227971225977,
-0.03445257991552353,
-0.008767347782850266,
-0.0342157818377018,
0.0026907045394182205,
0.02259567566215992,
0.022232191637158394,
0.020166102796792984,
-0.005401992704719305,
-0.02428700402379036,
0.04998411238193512,
-0.010142476297914982,
-0.00790457148104906,
-0.0032370989210903645,
0.036534633487463,
-0.03921680152416229,
0.05531284213066101,
-0.05974242836236954,
-0.008117254823446274,
-0.07153214514255524,
-0.0041892267763614655,
-0.1075034812092781,
0.007081405725330114,
0.09884066879749298,
0.03645875304937363,
0.10061700642108917,
-0.02004924975335598,
0.022655582055449486,
0.03576810657978058,
0.055540889501571655,
0.03196128457784653,
-0.10901626199483871,
0.06213771924376488,
0.019265487790107727,
0.032904528081417084,
0.014445595443248749,
-0.008823112584650517,
-0.07663063704967499,
-0.020617056638002396,
0.05322872847318649,
-0.012732735835015774,
0.011072731576859951,
0.017020834609866142,
-0.0075400210916996,
0.08423001319169998,
0.033397432416677475,
-0.07276403903961182,
-0.053003761917352676,
-0.007267747074365616,
0.10183987766504288,
-0.02724587917327881,
0.038597866892814636,
-0.03670303523540497,
0.02056708186864853,
0.001935972017236054,
0.007484547793865204,
-0.045465435832738876,
-0.07821718603372574,
-0.0874132364988327,
0.04824615269899368,
0.031312379986047745,
-0.11679968982934952,
0.031544510275125504,
-0.00017240579472854733,
-0.008964571170508862,
-0.04908042773604393,
0.033197540789842606,
-0.03647838160395622,
-0.10519739985466003,
-0.03913497179746628,
-0.02019689232110977,
0.03252752497792244,
-0.04643101617693901,
-0.007112231571227312,
-0.008032573387026787,
0.08878802508115768,
0.07675176858901978,
-0.006853075698018074,
0.06837901473045349,
0.03355789557099342,
0.026410283520817757,
0.018435917794704437,
-0.004409401211887598,
-0.04210178926587105,
-0.0005633480031974614,
-0.015377262607216835,
0.11264189332723618,
-0.009791669435799122,
-0.02606353349983692,
0.03152887523174286,
0.12065959721803665,
-0.02350367046892643,
0.03449276462197304,
0.005270706489682198,
-4.66959271250289e-8,
-0.03476669266819954,
-0.05282466486096382,
-0.12287386506795883,
0.047717686742544174,
0.024521926417946815,
-0.03919342905282974,
-0.00904829055070877,
-0.04773358628153801,
-0.07355696707963943,
-0.023135194554924965,
0.02865530736744404,
0.02805938571691513,
-0.05061859264969826,
0.0254399124532938,
-0.047860436141490936,
-0.01662381738424301,
-0.009847707115113735,
0.10835199058055878,
0.04056921228766441,
-0.035958368331193924,
-0.029801325872540474,
0.014372892677783966,
0.10528964549303055,
-0.020907940343022346,
-0.07650934159755707,
0.02791142836213112,
-0.05814523249864578,
-0.01795068010687828,
-0.028680024668574333,
0.05014749988913536,
-0.013182593509554863,
0.007667713798582554,
-0.028901776298880577,
-0.0653313472867012,
0.05013003200292587,
-0.005198564846068621,
-0.006003146525472403,
-0.01951286569237709,
-0.026252541691064835,
0.008427085354924202,
0.10588386654853821,
-0.022184574976563454,
0.034337952733039856,
0.04283112660050392,
0.040913842618465424,
-0.02365252375602722,
0.043237898498773575,
-0.009061058983206749,
0.11013419181108475,
-0.033639486879110336,
-0.07158347219228745,
-0.0352642722427845,
0.05626755580306053,
-0.017772840335965157,
0.02002204954624176,
0.017800966277718544,
0.05868544802069664,
0.032931022346019745,
-0.03918880969285965,
0.03868602588772774,
-0.015035211108624935,
0.05403744801878929,
0.0672793835401535,
0.10390526801347733
] | 0.021013 |
cookies clear` - `openclaw browser storage local get` - `openclaw browser storage local set theme dark` - `openclaw browser storage session clear` - `openclaw browser set offline on` - `openclaw browser set headers --json '{"X-Debug":"1"}'` - `openclaw browser set credentials user pass` - `openclaw browser set credentials --clear` - `openclaw browser set geo 37.7749 -122.4194 --origin "https://example.com"` - `openclaw browser set geo --clear` - `openclaw browser set media dark` - `openclaw browser set timezone America/New\_York` - `openclaw browser set locale en-US` - `openclaw browser set device "iPhone 14"` 注意事项： - `upload` 和 `dialog` 是\*\*预备\*\*调用；在触发选择器/对话框的点击/按键之前运行它们。 - `upload` 也可以通过 `--input-ref` 或 `--element` 直接设置文件输入。 - `snapshot`： - `--format ai`（安装 Playwright 时的默认值）：返回带有数字 ref 的 AI 快照（`aria-ref=""`）。 - `--format aria`：返回无障碍树（无 ref；仅供检查）。 - `--efficient`（或 `--mode efficient`）：紧凑角色快照预设（interactive + compact + depth + 较低的 maxChars）。 - 配置默认值（仅限工具/CLI）：设置 `browser.snapshotDefaults.mode: "efficient"` 以在调用者未传递模式时使用高效快照（参见 [Gateway 网关配置](/gateway/configuration#browser-openclaw-managed-browser)）。 - 角色快照选项（`--interactive`、`--compact`、`--depth`、`--selector`）强制使用带有 `ref=e12` 等 ref 的基于角色的快照。 - `--frame ""` 将角色快照范围限定到 iframe（与 `e12` 等角色 ref 配合使用）。 - `--interactive` 输出一个扁平的、易于选择的交互元素列表（最适合驱动操作）。 - `--labels` 添加一个带有叠加 ref 标签的视口截图（打印 `MEDIA:<path>`）。 - `click`/`type` 等需要来自 `snapshot` 的 `ref`（数字 `12` 或角色 ref `e12`）。 操作故意不支持 CSS 选择器。 ## 快照和 ref OpenClaw 支持两种"快照"风格： - \*\*AI 快照（数字 ref）\*\*：`openclaw browser snapshot`（默认；`--format ai`） - 输出：包含数字 ref 的文本快照。 - 操作：`openclaw browser click 12`、`openclaw browser type 23 "hello"`。 - 内部通过 Playwright 的 `aria-ref` 解析 ref。 - \*\*角色快照（角色 ref 如 `e12`）\*\*：`openclaw browser snapshot --interactive`（或 `--compact`、`--depth`、`--selector`、`--frame`） - 输出：带有 `[ref=e12]`（和可选的 `[nth=1]`）的基于角色的列表/树。 - 操作：`openclaw browser click e12`、`openclaw browser highlight e12`。 - 内部通过 `getByRole(...)`（加上重复项的 `nth()`）解析 ref。 - 添加 `--labels` 可包含带有叠加 `e12` 标签的视口截图。 ref 行为： - ref 在\*\*导航之间不稳定\*\*；如果出错，重新运行 `snapshot` 并使用新的 ref。 - 如果角色快照是使用 `--frame` 拍摄的，角色 ref 将限定在该 iframe 内，直到下一次角色快照。 ## 等待增强功能 你可以等待的不仅仅是时间/文本： - 等待 URL（Playwright 支持通配符）： - `openclaw browser wait --url "\*\*/dash"` - 等待加载状态： - `openclaw browser wait --load networkidle` - 等待 JS 断言： - `openclaw browser wait --fn "window.ready===true"` - 等待选择器变得可见： - `openclaw browser wait "#main"` 这些可以组合使用： ```bash openclaw browser wait "#main" \ --url "\*\*/dash" \ --load networkidle \ --fn "window.ready===true" \ --timeout-ms 15000 ``` ## 调试工作流 当操作失败时（例如"not visible"、"strict mode violation"、"covered"）： 1. `openclaw browser snapshot --interactive` 2. 使用 `click <ref>` / `type <ref>`（在交互模式下优先使用角色 ref） 3. 如果仍然失败：`openclaw browser highlight <ref>` 查看 Playwright 定位的目标 4. 如果页面行为异常： - `openclaw browser errors --clear` - `openclaw browser requests --filter api --clear` 5. 深度调试：录制 trace： - `openclaw browser trace start` - 重现问题 - `openclaw browser trace stop`（打印 `TRACE:<path>`） ## JSON 输出 `--json` 用于脚本和结构化工具。 示例： ```bash openclaw browser status --json openclaw browser snapshot --interactive --json openclaw browser requests --filter api --json openclaw browser cookies --json ``` JSON 格式的角色快照包含 `refs` 加上一个小的 `stats` 块（lines/chars/refs/interactive），以便工具可以推断负载大小和密度。 ## 状态和环境开关 这些对于"让网站表现得像 X"的工作流很有用： - Cookies：`cookies`、`cookies set`、`cookies clear` - 存储：`storage local|session get|set|clear` - 离线：`set offline on|off` - 请求头：`set headers --json '{"X-Debug":"1"}'`（或 `--clear`） - HTTP basic 认证：`set credentials user pass`（或 `--clear`） - 地理位置：`set geo <lat> <lon> --origin "https://example.com"`（或 `--clear`） - 媒体：`set media dark|light|no-preference|none` - 时区/语言环境：`set timezone ...`、`set locale ...` - 设备/视口： - `set device "iPhone 14"`（Playwright 设备预设） - `set viewport 1280 720` ## 安全与隐私 - openclaw 浏览器配置文件可能包含已登录的会话；请将其视为敏感信息。 - `browser act kind=evaluate` / `openclaw browser evaluate` 和 `wait --fn` 在页面上下文中执行任意 JavaScript。提示注入可能会操纵它。如果不需要，请使用 `browser.evaluateEnabled=false` 禁用它。 - 有关登录和反机器人注意事项（X/Twitter 等），请参阅 [浏览器登录 + X/Twitter 发帖](/tools/browser-login)。 - 保持 Gateway 网关/节点主机私有（仅限 loopback 或 tailnet）。 - 远程 CDP 端点功能强大；请通过隧道保护它们。 ## 故障排除 有关 Linux 特定问题（特别是 snap Chromium），请参阅[浏览器故障排除](/tools/browser-linux-troubleshooting)。 ## 智能体工具 + 控制工作原理 智能体获得\*\*一个工具\*\*用于浏览器自动化： - `browser` — status/start/stop/tabs/open/focus/close/snapshot/screenshot/navigate/act 映射方式： - `browser snapshot` 返回稳定的 UI 树（AI 或 ARIA）。 - `browser act` 使用快照 `ref` ID 来点击/输入/拖动/选择。 - `browser screenshot` 捕获像素（整页或元素）。 - `browser` 接受： - `profile` 来选择命名的浏览器配置文件（openclaw、chrome 或远程 CDP）。 - `target`（`sandbox` | `host` | `node`）来选择浏览器所在位置。 - 在沙箱会话中，`target: "host"` 需要 `agents.defaults.sandbox.browser.allowHostControl=true`。 - 如果省略 `target`：沙箱会话默认为 `sandbox`，非沙箱会话默认为 `host`。 - 如果连接了具有浏览器能力的节点，工具可能会自动路由到该节点，除非你指定 `target="host"` 或 `target="node"`。 这使智能体保持确定性并避免脆弱的选择器。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser.md | main | opebclaw | [
-0.03877440467476845,
0.02992572821676731,
-0.045047827064991,
0.010708204470574856,
-0.024956965819001198,
-0.11495514214038849,
-0.00923384353518486,
-0.036234281957149506,
-0.026943013072013855,
-0.04774307832121849,
0.051984675228595734,
-0.03329593688249588,
0.0014908493030816317,
0.06157749891281128,
0.017197124660015106,
0.09895240515470505,
0.006484525743871927,
-0.03583893924951553,
0.006483124103397131,
-0.0020042243413627148,
-0.036655571311712265,
0.024882059544324875,
0.017041867598891258,
-0.030697433277964592,
-0.012415329925715923,
-0.023303765803575516,
-0.05878739804029465,
-0.02747403085231781,
-0.031929824501276016,
-0.02123424969613552,
0.06922819465398788,
-0.01554707158356905,
0.013260861858725548,
0.006128649692982435,
0.0831955149769783,
0.00705408351495862,
-0.02402176707983017,
-0.03070349432528019,
-0.05678204447031021,
0.02257406711578369,
0.003165971953421831,
0.04490626975893974,
-0.02339288964867592,
0.008244031108915806,
-0.10135838389396667,
-0.07663740962743759,
-0.032272979617118835,
-0.031719792634248734,
-0.004495752509683371,
0.013807671144604683,
-0.03867531940340996,
-0.005918871145695448,
-0.06650117039680481,
-0.0199172031134367,
-0.05238081142306328,
-0.012401776388287544,
-0.05436522886157036,
0.06280690431594849,
0.04753059893846512,
0.02730284444987774,
0.012893282808363438,
-0.013493694365024567,
-0.07842286676168442,
0.0646493136882782,
-0.05720590800046921,
0.027205081656575203,
-0.07046616077423096,
-0.03569219633936882,
-0.06511372327804565,
-0.020144732668995857,
-0.042821113020181656,
0.053104251623153687,
-0.09000234305858612,
-0.0444258488714695,
-0.0037122108042240143,
-0.08430356532335281,
0.05987182632088661,
0.028844857588410378,
-0.11091332882642746,
-0.05540814995765686,
-0.01363351009786129,
-0.10646101832389832,
-0.00943803321570158,
0.0631481483578682,
0.008010263554751873,
0.11486422270536423,
-0.04955539479851723,
0.07499448955059052,
-0.018672103062272072,
-0.011352346278727055,
0.02122921124100685,
-0.043320432305336,
0.007946055382490158,
0.024820886552333832,
-0.022964712232351303,
0.00831164512783289,
0.06846293807029724,
0.06887289136648178,
-0.056313734501600266,
0.054231833666563034,
0.08170737326145172,
0.01085536740720272,
0.02445249818265438,
-0.007537848316133022,
-0.034655407071113586,
0.049397002905607224,
0.01934010162949562,
0.1371385157108307,
0.04035790637135506,
0.01814933866262436,
0.0019471930572763085,
-0.03168875351548195,
-0.02322060987353325,
-0.05129702389240265,
-0.042027782648801804,
0.04180194437503815,
-0.059232648462057114,
0.053790900856256485,
0.06769497692584991,
0.00019995970069430768,
0.0949540063738823,
0.02515517547726631,
-0.07487417012453079,
-0.055954936891794205,
0.06438087671995163,
-0.002947743283584714,
0.15215462446212769,
4.071426437802736e-33,
0.08616877347230911,
-0.04015480726957321,
-0.05385468527674675,
-0.002503196708858013,
0.09562165290117264,
-0.0280156172811985,
0.07078919559717178,
0.053000278770923615,
-0.06688614189624786,
0.0868825763463974,
0.07081300765275955,
0.030279316008090973,
-0.09095709770917892,
-0.029450688511133194,
0.026627598330378532,
0.04005251079797745,
-0.04980964958667755,
-0.026465823873877525,
0.0966028943657875,
-0.02988310344517231,
0.0026359851472079754,
-0.04084957018494606,
-0.027705127373337746,
0.016247732564806938,
-0.025244103744626045,
0.05260119587182999,
-0.0037087404634803534,
0.031201189383864403,
-0.08890046924352646,
0.022433973848819733,
0.054206833243370056,
-0.025628192350268364,
-0.0830918475985527,
0.000957266369368881,
-0.011130728758871555,
0.010419206693768501,
-0.04809380695223808,
-0.0118957394734025,
-0.06416254490613937,
-0.038414016366004944,
-0.015207570046186447,
-0.024557190015912056,
-0.10209569334983826,
-0.011667907238006592,
0.01976228505373001,
-0.07475097477436066,
-0.07975276559591293,
0.031461674720048904,
0.02745714783668518,
0.10899493098258972,
-0.0973256379365921,
0.00013385740749072284,
0.012331155128777027,
-0.038764435797929764,
-0.06321010738611221,
0.03626585751771927,
-0.01953333243727684,
-0.045852333307266235,
-0.03215619921684265,
-0.07733992487192154,
0.05969909578561783,
0.009146017022430897,
-0.01365824043750763,
-0.03361766040325165,
-0.04244351014494896,
-0.052566152065992355,
0.09102464467287064,
0.03691737726330757,
-0.01976792886853218,
-0.002646887209266424,
-0.05566592141985893,
-0.018169810995459557,
0.11151377856731415,
0.04296068847179413,
-0.03816765174269676,
-0.0431659109890461,
-0.019891511648893356,
0.0172759797424078,
0.05926806852221489,
0.05025027319788933,
0.06027839705348015,
-0.05223597586154938,
-0.06693410873413086,
0.033077340573072433,
0.055752359330654144,
-0.00037627023993991315,
0.037596266716718674,
0.017052454873919487,
-0.022570490837097168,
0.14972208440303802,
-0.08577029407024384,
0.016681743785738945,
-0.03725792095065117,
-0.06472610682249069,
-0.06832895427942276,
-7.136476162352017e-33,
-0.0264548659324646,
-0.0206544641405344,
-0.045834966003894806,
0.018528366461396217,
-0.053542885929346085,
0.02733972668647766,
0.08646027743816376,
0.06086037680506706,
0.014331548474729061,
-0.003583664773032069,
-0.028254589065909386,
0.10995256155729294,
-0.014244361780583858,
-0.044396620243787766,
-0.02862362749874592,
0.04837663844227791,
-0.06152772530913353,
-0.02405678853392601,
-0.037227433174848557,
-0.03468848764896393,
-0.05516202375292778,
0.04028543457388878,
-0.05496758967638016,
0.10236813127994537,
0.04672744870185852,
-0.03928206488490105,
0.05169913172721863,
0.012010583654046059,
-0.010546734556555748,
-0.005595934111624956,
0.06378091126680374,
0.033985212445259094,
-0.057124607264995575,
0.0386543944478035,
-0.015133536420762539,
-0.007200757972896099,
0.00043497627484612167,
0.09705035388469696,
0.0004026667447760701,
0.01643770933151245,
0.021055003628134727,
-0.015150093473494053,
-0.016551896929740906,
0.008063282817602158,
0.013021995313465595,
0.06951411813497543,
-0.04277409240603447,
0.0004314423422329128,
-0.08647807687520981,
0.04928556829690933,
0.03609197586774826,
0.01977410539984703,
0.002950747264549136,
-0.03187559172511101,
0.039415132254362106,
0.05158952996134758,
0.00997865293174982,
-0.0840543732047081,
-0.03226432576775551,
-0.09948721528053284,
0.029502619057893753,
-0.048647891730070114,
-0.07064283639192581,
0.05721559748053551,
-0.037263717502355576,
-0.047546595335006714,
-0.019653016701340675,
0.05739879980683327,
-0.06165807694196701,
-0.04301828891038895,
-0.10580558329820633,
-0.07096295058727264,
0.044132597744464874,
-0.07710429280996323,
-0.016469640657305717,
-0.06087454408407211,
0.04804219305515289,
-0.04279446601867676,
-0.014203738421201706,
0.0594758577644825,
0.047866787761449814,
0.07333172112703323,
0.01554170437157154,
-0.03129970282316208,
0.024249516427516937,
-0.03121100552380085,
-0.07011372596025467,
0.11031672358512878,
-0.007108935154974461,
-0.0037389674689620733,
-0.0773177370429039,
0.12394481152296066,
-0.026507453992962837,
-0.008390415459871292,
-0.04728904739022255,
-5.174020145659597e-8,
-0.0724010318517685,
-0.003265896113589406,
-0.04423355311155319,
0.028383249416947365,
-0.008233066648244858,
-0.02689349465072155,
0.02711864560842514,
0.1213507205247879,
-0.06612823158502579,
-0.08236381411552429,
0.09147311747074127,
0.011451639235019684,
-0.09986524283885956,
0.07280654460191727,
-0.0880388543009758,
-0.0004169942403677851,
0.0031756367534399033,
0.013475856743752956,
0.03433508053421974,
-0.07641414552927017,
0.03299912437796593,
-0.001999713247641921,
0.0761713832616806,
-0.00006923368346178904,
0.0005073155625723302,
-0.003965313080698252,
-0.03563214838504791,
0.023358693346381187,
0.009663105942308903,
-0.023918384686112404,
-0.04443567991256714,
0.0006767081213183701,
0.02267642132937908,
-0.07398686558008194,
-0.014015032909810543,
-0.04635682329535484,
-0.047862861305475235,
-0.027736466377973557,
-0.021955342963337898,
-0.06654217839241028,
0.0335984006524086,
-0.0009847832843661308,
0.004110128153115511,
-0.0020475653000175953,
-0.030830157920718193,
-0.015748318284749985,
-0.026149330660700798,
0.045425813645124435,
0.04693987965583801,
-0.04496065154671669,
-0.06891146302223206,
-0.04961514100432396,
0.056202299892902374,
0.037508148699998856,
0.07578898221254349,
0.04995563626289368,
0.08159312605857849,
-0.05261361226439476,
0.05089142546057701,
0.028987005352973938,
0.06709002703428268,
0.05419834330677986,
0.01363901887089014,
0.01231151819229126
] | 0.010388 |
需要 `agents.defaults.sandbox.browser.allowHostControl=true`。 - 如果省略 `target`：沙箱会话默认为 `sandbox`，非沙箱会话默认为 `host`。 - 如果连接了具有浏览器能力的节点，工具可能会自动路由到该节点，除非你指定 `target="host"` 或 `target="node"`。 这使智能体保持确定性并避免脆弱的选择器。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser.md | main | opebclaw | [
0.07548735290765762,
-0.007807600311934948,
-0.05786309763789177,
-0.029186395928263664,
0.03179508075118065,
-0.020529281347990036,
0.010806192643940449,
-0.07697051763534546,
-0.012607323937118053,
0.002731781452894211,
0.0909043401479721,
-0.07089876383543015,
0.060867615044116974,
0.02782018668949604,
0.057169023901224136,
0.0407077819108963,
0.03852476924657822,
0.0007120284717530012,
0.06639546155929565,
0.004968268796801567,
-0.02866702526807785,
-0.047623831778764725,
0.005421544425189495,
-0.04674096032977104,
-0.07750402390956879,
-0.10592462122440338,
-0.0797232910990715,
-0.013471947982907295,
0.014394532889127731,
-0.028436219319701195,
0.010221646167337894,
0.012535691261291504,
-0.052714794874191284,
0.027774544432759285,
0.12844519317150116,
0.10202262550592422,
-0.03856934607028961,
-0.06669536232948303,
-0.027364734560251236,
0.0562707856297493,
0.05007471144199371,
-0.013712120242416859,
0.004089227877557278,
-0.0535934716463089,
-0.017271950840950012,
-0.03541276976466179,
-0.00083593261661008,
-0.026198919862508774,
-0.013115543872117996,
-0.001601841882802546,
-0.07861585915088654,
-0.03680196404457092,
-0.00033736060140654445,
-0.014626938849687576,
-0.013868465088307858,
0.04304150119423866,
-0.053385473787784576,
0.03604856878519058,
0.021550839766860008,
0.000757104717195034,
0.011287935078144073,
0.03075816109776497,
0.03793477639555931,
-0.026139946654438972,
-0.0573238730430603,
0.0017862673848867416,
-0.05624762177467346,
-0.0019561457447707653,
-0.03584158048033714,
-0.01198857743293047,
-0.06273370236158371,
-0.023527713492512703,
-0.0357326865196228,
-0.02323523722589016,
-0.017084041610360146,
-0.0654446929693222,
-0.0007388608064502478,
0.02783193625509739,
0.014829041436314583,
-0.04750754311680794,
-0.03233318403363228,
-0.09868381917476654,
-0.003405472496524453,
0.026604043319821358,
-0.12621144950389862,
0.09900087863206863,
-0.03459496051073074,
0.028292294591665268,
0.06988345086574554,
0.010338343679904938,
0.03489958122372627,
-0.034668050706386566,
0.03580278530716896,
0.04412417858839035,
0.05759061127901077,
-0.024580929428339005,
-0.016711264848709106,
0.06522983312606812,
-0.1329200267791748,
0.02508051134645939,
0.04624560847878456,
-0.029475145041942596,
-0.01980719156563282,
0.00002684182436496485,
-0.007288371212780476,
-0.011020909063518047,
0.037610042840242386,
-0.003564479760825634,
0.03424753621220589,
0.01444077119231224,
-0.10457710921764374,
-0.005895751528441906,
-0.003995898179709911,
-0.10431370884180069,
-0.010897325351834297,
0.037549205124378204,
-0.009621971286833286,
0.020242413505911827,
-0.02267824299633503,
-0.018515504896640778,
0.11969124525785446,
-0.04277823120355606,
-0.049904439598321915,
-0.007611169014126062,
0.03890985995531082,
-0.019899172708392143,
0.07417437434196472,
-4.2313149753496756e-33,
0.051380455493927,
0.01114029809832573,
-0.016330331563949585,
0.016286324709653854,
0.08122508227825165,
-0.03607788309454918,
0.03765031695365906,
-0.014587780460715294,
-0.10647287219762802,
0.01818162575364113,
0.031687214970588684,
-0.05722866207361221,
-0.07170314341783524,
0.027484985068440437,
-0.06239558011293411,
0.0017022899119183421,
-0.006359365303069353,
0.006479455158114433,
0.06232819706201553,
-0.009013376198709011,
-0.050499897450208664,
0.03157573193311691,
-0.0058500091545283794,
0.0518890805542469,
0.03086114302277565,
0.026689257472753525,
-0.06527375429868698,
0.010371960699558258,
0.044589247554540634,
0.032699111849069595,
0.100104421377182,
0.006879020016640425,
-0.0648759976029396,
0.04137566313147545,
-0.018749626353383064,
0.0032060372177511454,
-0.018006814643740654,
-0.0011288601672276855,
-0.06544378399848938,
-0.01319627370685339,
0.008241124451160431,
-0.03395986557006836,
0.018049458041787148,
-0.002406289568170905,
0.009807160124182701,
-0.09767398238182068,
-0.10303843766450882,
0.003411279059946537,
0.07650282233953476,
-0.033982351422309875,
-0.09260596334934235,
-0.01214295532554388,
0.00008200221054721624,
0.03583289682865143,
0.08932988345623016,
-0.07082227617502213,
-0.08570130914449692,
0.02109035849571228,
-0.07942979782819748,
-0.033942606300115585,
0.0024967624340206385,
-0.0726427286863327,
-0.04548677057027817,
0.04037867486476898,
0.03318344056606293,
-0.0006146306986920536,
-0.011768360622227192,
-0.013050820678472519,
0.015939226374030113,
-0.03873751312494278,
-0.054580267518758774,
0.023463383316993713,
0.027229713276028633,
0.11512711644172668,
-0.174923375248909,
-0.09705976396799088,
-0.030209479853510857,
0.0040296888910233974,
0.005951372440904379,
-0.007668907754123211,
-0.022599386051297188,
-0.005882472265511751,
-0.027863135561347008,
0.013642965815961361,
-0.05087830126285553,
0.05639343708753586,
-0.014576364308595657,
0.07333284616470337,
0.03759896010160446,
-0.0067691621370613575,
-0.04124363884329796,
0.036336515098810196,
-0.008378772996366024,
0.062181152403354645,
-0.06689321249723434,
-2.5309508256127208e-33,
-0.044384222477674484,
-0.033103421330451965,
-0.13367441296577454,
-0.0001995760976569727,
-0.010159318335354328,
-0.010384073480963707,
0.08728630840778351,
-0.06872837990522385,
0.012055566534399986,
0.037647053599357605,
-0.05906558409333229,
0.015578883700072765,
-0.0258370079100132,
-0.01463752705603838,
-0.008492390625178814,
0.022023864090442657,
0.004170531406998634,
-0.06545042991638184,
-0.02563912235200405,
-0.010243574157357216,
-0.01378976833075285,
0.050796590745449066,
-0.06810808181762695,
0.08169703930616379,
0.016059676185250282,
-0.04995964840054512,
0.05472986027598381,
0.023976074531674385,
-0.05239477753639221,
-0.06285221874713898,
0.04970204085111618,
0.006064107175916433,
-0.10043144226074219,
0.11199044436216354,
0.0062959822826087475,
0.007401799317449331,
-0.003011849010363221,
0.07198631763458252,
-0.0575501024723053,
0.030270956456661224,
0.08046577125787735,
-0.06083446368575096,
-0.08918203413486481,
0.003911822102963924,
0.005997769068926573,
0.042969461530447006,
-0.008989528752863407,
-0.03382045403122902,
0.035838447511196136,
0.021062728017568588,
-0.006985646206885576,
-0.0850898027420044,
0.10087177902460098,
-0.13227877020835876,
-0.009507098235189915,
0.06380195170640945,
0.000442441669292748,
0.002774084685370326,
0.08817105740308762,
-0.0694395899772644,
0.07478921860456467,
-0.04694044217467308,
-0.04024563729763031,
0.06735594570636749,
-0.034938689321279526,
0.030106736347079277,
-0.08885426074266434,
0.12000556290149689,
0.03218596428632736,
-0.07453697919845581,
-0.0009025200270116329,
0.011430080980062485,
0.012400694191455841,
0.035384438931941986,
-0.0015820733970031142,
-0.005269126035273075,
-0.034795261919498444,
0.02989431470632553,
-0.016936512663960457,
0.027978653088212013,
-0.029618630185723305,
0.054372720420360565,
-0.011881927959620953,
-0.02426748163998127,
0.006245162803679705,
-0.04074819013476372,
0.03308906778693199,
0.07677062600851059,
-0.05753130465745926,
-0.04663723334670067,
0.008993010967969894,
-0.0288791973143816,
-0.018309613689780235,
-0.011961757205426693,
-0.0976768285036087,
-4.5315761809661126e-8,
-0.003847807412967086,
-0.04031594470143318,
-0.03147175535559654,
-0.07278839498758316,
-0.008400114253163338,
0.012068240903317928,
0.03930399939417839,
0.00006423052400350571,
0.033885154873132706,
-0.009411610662937164,
-0.0626227930188179,
-0.0020253800321370363,
-0.02296200580894947,
0.04669798165559769,
-0.00840657390654087,
-0.014861813746392727,
-0.0834975317120552,
0.09071717411279678,
0.038262102752923965,
-0.11509550362825394,
-0.003250162350013852,
-0.04501555114984512,
0.02545965276658535,
-0.019857928156852722,
-0.03150954097509384,
0.03856471925973892,
-0.05467672273516655,
0.05206632614135742,
-0.06492730230093002,
0.11751897633075714,
-0.029745297506451607,
-0.042889561504125595,
0.0017576065147295594,
-0.1217484250664711,
-0.04370002821087837,
0.1439579427242279,
0.004362643230706453,
-0.0753888338804245,
0.011727042496204376,
-0.06722865253686905,
0.012234408408403397,
0.013626578263938427,
0.009305221028625965,
-0.05929011106491089,
0.004416162613779306,
-0.027421262115240097,
0.042846061289310455,
0.042016372084617615,
0.13621699810028076,
-0.10348523408174515,
-0.007098427973687649,
0.005797537975013256,
0.015476861037313938,
0.03630984574556351,
0.05249319598078728,
0.009115658700466156,
0.03817322105169296,
-0.093043252825737,
0.0754469782114029,
0.05807699263095856,
-0.01262422651052475,
0.0862981304526329,
0.03501218184828758,
0.013710272498428822
] | 0.119798 |
# 浏览器登录 + X/Twitter 发帖 ## 手动登录（推荐） 当网站需要登录时，请在\*\*主机\*\*浏览器配置文件（openclaw 浏览器）中\*\*手动登录\*\*。 \*\*不要\*\*将你的凭证提供给模型。自动登录通常会触发反机器人防御并可能锁定账户。 返回主浏览器文档：[浏览器](/tools/browser)。 ## 使用哪个 Chrome 配置文件？ OpenClaw 控制一个\*\*专用的 Chrome 配置文件\*\*（名为 `openclaw`，橙色调 UI）。这与你的日常浏览器配置文件是分开的。 两种简单的访问方式： 1. \*\*让智能体打开浏览器\*\*，然后你自己登录。 2. \*\*通过 CLI 打开\*\*： ```bash openclaw browser start openclaw browser open https://x.com ``` 如果你有多个配置文件，传入 `--browser-profile `（默认是 `openclaw`）。 ## X/Twitter：推荐流程 - \*\*阅读/搜索/话题：\*\* 使用 \*\*bird\*\* CLI Skills（无浏览器，稳定）。 - 仓库：https://github.com/steipete/bird - \*\*发布更新：\*\* 使用\*\*主机\*\*浏览器（手动登录）。 ## 沙箱隔离 + 主机浏览器访问 沙箱隔离的浏览器会话\*\*更容易\*\*触发机器人检测。对于 X/Twitter（和其他严格的网站），优先使用\*\*主机\*\*浏览器。 如果智能体在沙箱中，浏览器工具默认使用沙箱。要允许主机控制： ```json5 { agents: { defaults: { sandbox: { mode: "non-main", browser: { allowHostControl: true, }, }, }, }, } ``` 然后定位主机浏览器： ```bash openclaw browser open https://x.com --browser-profile openclaw --target host ``` 或者为发布更新的智能体禁用沙箱隔离。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser-login.md | main | opebclaw | [
-0.10129719972610474,
0.04053451120853424,
-0.006728676147758961,
-0.04987797886133194,
-0.01000040303915739,
-0.05091262608766556,
0.04245155677199364,
-0.04661213979125023,
0.034547630697488785,
-0.022881759330630302,
0.15846136212348938,
-0.08681559562683105,
0.06437264382839203,
-0.027621222659945488,
0.01908988319337368,
0.07145771384239197,
-0.07792771607637405,
0.056851960718631744,
-0.038055937737226486,
0.02210189774632454,
-0.014573241584002972,
-0.04929174855351448,
0.0642886757850647,
-0.007254982367157936,
-0.007643329910933971,
0.04762319102883339,
-0.04340863600373268,
0.012407861649990082,
0.052529796957969666,
-0.022532250732183456,
-0.026974370703101158,
0.07233304530382156,
0.029874196276068687,
0.028411148115992546,
0.049281045794487,
0.05364753678441048,
-0.009279041551053524,
-0.007742411457002163,
-0.03958091139793396,
0.04404110461473465,
-0.007694918196648359,
0.005170435179024935,
-0.001889067585580051,
-0.027811963111162186,
0.008547842502593994,
0.014434442855417728,
-0.05688321962952614,
0.008889080956578255,
-0.1125308945775032,
-0.050262726843357086,
-0.07948165386915207,
-0.016899345442652702,
-0.04679441452026367,
-0.01878054440021515,
0.039489876478910446,
-0.046223871409893036,
-0.0432698093354702,
-0.0254146046936512,
0.09404776990413666,
0.031054232269525528,
-0.0005676600849255919,
0.07551387697458267,
-0.021098820492625237,
0.02896709553897381,
-0.04684729129076004,
0.03148382902145386,
-0.01517382264137268,
0.014722238294780254,
-0.04174085706472397,
0.01557833980768919,
-0.05234202370047569,
0.007747362367808819,
-0.018031885847449303,
0.01692948117852211,
-0.023001905530691147,
-0.026314575225114822,
0.030794739723205566,
0.0005898711970075965,
-0.11169794201850891,
-0.14916102588176727,
-0.06833907216787338,
-0.002124510472640395,
0.05878014862537384,
0.0008068855968303978,
-0.025443989783525467,
0.12653130292892456,
-0.059989575296640396,
-0.06964224576950073,
0.042885471135377884,
-0.006079749669879675,
0.032244421541690826,
0.01043432205915451,
0.0690041333436966,
0.04890117421746254,
0.03094419464468956,
-0.06028607115149498,
0.07655420154333115,
0.05275976285338402,
-0.023201458156108856,
0.032046105712652206,
0.007611202076077461,
-0.0320628397166729,
-0.013613784685730934,
-0.04354581609368324,
-0.04662652686238289,
-0.02490461990237236,
-0.05582457035779953,
0.03501477465033531,
0.06111554801464081,
-0.0036247493699193,
0.03149588778614998,
-0.10791996121406555,
-0.015991033986210823,
-0.1510007232427597,
-0.03351186588406563,
-0.012176581658422947,
-0.0025175476912409067,
-0.0420733205974102,
0.0926709994673729,
0.014377595856785774,
0.011995946988463402,
-0.012539634481072426,
-0.11593504250049591,
-0.09046246856451035,
-0.03034047782421112,
-0.062368493527173996,
0.10950751602649689,
2.441106414846931e-34,
0.040329113602638245,
0.03468004986643791,
-0.05866748467087746,
-0.06590749323368073,
0.06002996489405632,
-0.052335452288389206,
0.0045557040721178055,
-0.02005190961062908,
-0.08334656804800034,
0.007043565157800913,
0.031829167157411575,
0.027237728238105774,
-0.13192519545555115,
0.033369094133377075,
0.008264359086751938,
-0.017920035868883133,
-0.0011877405922859907,
-0.012560330331325531,
0.05807827413082123,
-0.05605606362223625,
0.017714044079184532,
0.07013648003339767,
0.0029205551836639643,
-0.04630059003829956,
-0.011792199686169624,
0.03545692563056946,
0.03507674112915993,
-0.05141657590866089,
-0.003278633812442422,
0.03552636131644249,
0.00672795670107007,
-0.009149867109954357,
-0.03366898000240326,
0.011944647878408432,
-0.10212768614292145,
0.02151312120258808,
0.0017968052998185158,
-0.01255631074309349,
-0.03996315598487854,
-0.012148738838732243,
-0.05704089254140854,
-0.03052329458296299,
-0.03130015730857849,
-0.021542197093367577,
0.0069189053028821945,
-0.0490959957242012,
-0.08434977382421494,
-0.07282565534114838,
0.03230965510010719,
-0.07951122522354126,
-0.07205691188573837,
0.03529907017946243,
-0.012936527840793133,
0.07142730057239532,
0.02117168717086315,
-0.06089645251631737,
-0.029362190514802933,
0.01807394064962864,
-0.060476649552583694,
-0.007056057918816805,
0.038793157786130905,
0.04063029959797859,
0.007775760721415281,
0.025927508249878883,
0.05504291504621506,
-0.010869267396628857,
0.019268926233053207,
-0.022485369816422462,
-0.011957119219005108,
-0.09734244644641876,
-0.10022561997175217,
-0.005569045897573233,
0.05707045644521713,
0.032456252723932266,
-0.02998099848628044,
-0.05387520790100098,
-0.06716617941856384,
-0.02632683701813221,
0.03657818213105202,
-0.0020223259925842285,
-0.07932965457439423,
-0.051039230078458786,
-0.008013567887246609,
-0.011014536954462528,
-0.08199010789394379,
0.0369068942964077,
0.0638410672545433,
-0.013083279132843018,
0.014852014370262623,
0.029191013425588608,
-0.15262040495872498,
-0.02688160166144371,
0.008033259771764278,
-0.034772831946611404,
-0.06754634529352188,
-5.2465784258953464e-33,
-0.0717119500041008,
0.03418675810098648,
-0.049460574984550476,
0.0562145933508873,
-0.04991936683654785,
-0.0016258294926956296,
0.0489455945789814,
0.0373445563018322,
-0.013435631059110165,
0.029303697869181633,
-0.0006655038450844586,
0.01691572740674019,
-0.010339805856347084,
-0.018332693725824356,
0.03959609940648079,
-0.008428819477558136,
0.049962352961301804,
0.08116166293621063,
-0.09635094553232193,
0.01617494598031044,
-0.022534174844622612,
-0.01256027165800333,
-0.1446343958377838,
0.058999788016080856,
0.04550539329648018,
0.05039393529295921,
0.0773642435669899,
-0.041854482144117355,
0.04740627855062485,
0.04291001334786415,
-0.009714310057461262,
-0.0024754388723522425,
-0.03514304384589195,
0.10306166112422943,
-0.015970379114151,
-0.06317882984876633,
-0.003931267186999321,
-0.0044634779915213585,
-0.01867462880909443,
0.0045826975256204605,
0.03320581093430519,
-0.04764523729681969,
0.043880805373191833,
0.014786452054977417,
-0.03138059377670288,
0.06290895491838455,
-0.04308990016579628,
-0.02082606591284275,
-0.0726097971200943,
0.005977512802928686,
0.12972287833690643,
0.0063324179500341415,
-0.0026020773220807314,
-0.09156166017055511,
0.010295768268406391,
0.00202065403573215,
-0.005613488610833883,
-0.07476817071437836,
-0.02252066321671009,
-0.09325544536113739,
0.00248152413405478,
0.016696657985448837,
-0.061184316873550415,
0.05335439369082451,
0.019809195771813393,
0.025168288499116898,
0.022475922480225563,
0.0429367870092392,
0.0139151057228446,
-0.1417706310749054,
0.04897601157426834,
0.02570529282093048,
0.014459466561675072,
-0.07672986388206482,
0.013572446070611477,
0.011698396876454353,
0.05344260111451149,
0.07050317525863647,
0.0022815647535026073,
0.021074552088975906,
0.02601507119834423,
0.050871409475803375,
0.04605190083384514,
0.05204826220870018,
-0.007518582046031952,
-0.010999436490237713,
-0.030686210840940475,
0.09674742072820663,
-0.01174211036413908,
-0.010173962451517582,
0.0004986663116142154,
0.05974772945046425,
0.018614571541547775,
0.07315032184123993,
0.0453706793487072,
-4.2416697709768414e-8,
-0.07329927384853363,
-0.10989011079072952,
-0.04907694086432457,
-0.041072022169828415,
-0.021898966282606125,
-0.01923351176083088,
0.010203582234680653,
-0.038680270314216614,
-0.013835521414875984,
-0.03227125108242035,
0.018181417137384415,
0.042367756366729736,
-0.12291251122951508,
0.047407638281583786,
-0.05913526937365532,
-0.004064430948346853,
-0.05479646474123001,
0.02081340365111828,
0.023827163502573967,
-0.09337322413921356,
-0.05167786031961441,
0.044206105172634125,
0.0623391792178154,
-0.06895284354686737,
-0.09040732681751251,
0.06271018832921982,
-0.11478212475776672,
0.026964109390974045,
-0.03092014417052269,
0.009458021260797977,
0.006970287766307592,
-0.02734912373125553,
0.014793171547353268,
-0.002187201287597418,
0.06968118250370026,
0.012536045163869858,
-0.005301017314195633,
-0.017172398045659065,
-0.007144847884774208,
0.024888604879379272,
0.07490286976099014,
-0.09903762489557266,
-0.029569052159786224,
0.0377361960709095,
0.08029786497354507,
0.00896455068141222,
0.0377764068543911,
0.02645859122276306,
0.048931580036878586,
-0.054691556841135025,
-0.04532603546977043,
-0.04074889048933983,
0.07007928192615509,
-0.08647409081459045,
-0.012836955487728119,
0.0437774583697319,
0.03574853017926216,
-0.015009012073278427,
0.07191368192434311,
0.06983375549316406,
0.023449521511793137,
0.03419326990842819,
0.02953653410077095,
0.07124996185302734
] | 0.03125 |
# Firecrawl OpenClaw 可以使用 \*\*Firecrawl\*\* 作为 `web\_fetch` 的回退提取器。它是一个托管的 内容提取服务，支持机器人规避和缓存，有助于处理 JS 密集型网站或阻止普通 HTTP 请求的页面。 ## 获取 API 密钥 1. 创建 Firecrawl 账户并生成 API 密钥。 2. 将其存储在配置中或在 Gateway 网关环境中设置 `FIRECRAWL\_API\_KEY`。 ## 配置 Firecrawl ```json5 { tools: { web: { fetch: { firecrawl: { apiKey: "FIRECRAWL\_API\_KEY\_HERE", baseUrl: "https://api.firecrawl.dev", onlyMainContent: true, maxAgeMs: 172800000, timeoutSeconds: 60, }, }, }, }, } ``` 注意事项： - 当存在 API 密钥时，`firecrawl.enabled` 默认为 true。 - `maxAgeMs` 控制缓存结果可以保留多久（毫秒）。默认为 2 天。 ## 隐身 / 机器人规避 Firecrawl 提供了一个用于机器人规避的\*\*代理模式\*\*参数（`basic`、`stealth` 或 `auto`）。 OpenClaw 对 Firecrawl 请求始终使用 `proxy: "auto"` 加 `storeInCache: true`。 如果省略 proxy，Firecrawl 默认使用 `auto`。`auto` 在基本尝试失败时会使用隐身代理重试，这可能比 仅使用基本抓取消耗更多积分。 ## `web\_fetch` 如何使用 Firecrawl `web\_fetch` 提取顺序： 1. Readability（本地） 2. Firecrawl（如果已配置） 3. 基本 HTML 清理（最后回退） 参见 [Web 工具](/tools/web) 了解完整的 Web 工具设置。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/firecrawl.md | main | opebclaw | [
-0.06764309853315353,
0.05915829539299011,
-0.053398218005895615,
0.004789005033671856,
-0.005505915731191635,
-0.09622867405414581,
-0.05876963958144188,
-0.029286768287420273,
0.0185807216912508,
-0.06017571687698364,
0.020635884255170822,
-0.05323277786374092,
-0.01827632077038288,
0.002902161329984665,
0.10590512305498123,
0.07531481236219406,
-0.09723175317049026,
-0.03137068450450897,
-0.07969970256090164,
-0.08550240099430084,
0.015418210066854954,
0.034818168729543686,
0.007327498402446508,
-0.021686216816306114,
-0.06730934232473373,
-0.08241160959005356,
-0.054480042308568954,
0.027577871456742287,
-0.031512804329395294,
0.015569406561553478,
0.027050508186221123,
-0.019381489604711533,
-0.0967007428407669,
0.015616202726960182,
0.07716928422451019,
0.041500501334667206,
-0.007382787764072418,
-0.09222177416086197,
0.02496911771595478,
0.048233598470687866,
0.030197465792298317,
0.05640783533453941,
-0.06789089739322662,
-0.12333258241415024,
0.0014918012311682105,
-0.0611114576458931,
-0.04489044100046158,
-0.10277800261974335,
-0.03476974740624428,
0.04262436181306839,
-0.09658218175172806,
0.024308787658810616,
-0.038438327610492706,
-0.08050401508808136,
0.02680775336921215,
-0.06744587421417236,
-0.01704321801662445,
0.03599529713392258,
0.02492033876478672,
-0.003885906655341387,
0.07281725108623505,
-0.04910479485988617,
-0.054454050958156586,
0.0016507332911714911,
-0.12164754420518875,
-0.010216855444014072,
-0.024452855810523033,
-0.08468466997146606,
0.022247331216931343,
-0.034943606704473495,
-0.02327391691505909,
0.00038440630305558443,
-0.0008449659217149019,
-0.0117843272164464,
-0.03729259967803955,
-0.05359382927417755,
0.06004110723733902,
-0.029101761057972908,
-0.04566803202033043,
-0.0619942843914032,
-0.03426622599363327,
-0.0642513781785965,
-0.01505744457244873,
0.12321477383375168,
-0.005829281639307737,
0.17447640001773834,
-0.06883837282657623,
0.007557404227554798,
0.026004614308476448,
0.027155274525284767,
-0.024592220783233643,
-0.04634824022650719,
0.0003736209764610976,
0.056320443749427795,
0.008117567747831345,
0.01779189147055149,
0.03736976906657219,
-0.030977681279182434,
-0.11640510708093643,
0.02528347447514534,
-0.030213691294193268,
-0.03497333824634552,
0.020432252436876297,
0.00905308872461319,
-0.020810158923268318,
-0.025403376668691635,
-0.03620094060897827,
0.11911965161561966,
-0.02467556670308113,
-0.013144298456609249,
0.04996846243739128,
0.044221341609954834,
0.010414857417345047,
-0.08293203264474869,
-0.06325147300958633,
0.037678781896829605,
-0.05567140132188797,
-0.0821811631321907,
-0.019690213724970818,
0.035601790994405746,
0.11970172077417374,
0.0642639622092247,
-0.060804352164268494,
0.02330736070871353,
0.015779675915837288,
-0.023110410198569298,
0.11720810830593109,
6.083859174757061e-33,
0.009037632495164871,
-0.0031320443376898766,
0.00013490467972587794,
-0.016690058633685112,
0.055668339133262634,
-0.08718300610780716,
0.07687210291624069,
-0.009711302816867828,
-0.0658770278096199,
0.029112935066223145,
-0.01657080091536045,
0.03764810785651207,
-0.0726870596408844,
-0.06558173149824142,
-0.00876487698405981,
-0.0030424417927861214,
-0.005228360649198294,
0.0035948746372014284,
0.05371875315904617,
0.03069411776959896,
-0.002108650980517268,
-0.022607695311307907,
0.04124746844172478,
-0.007494072895497084,
-0.0005741900531575084,
0.06993620842695236,
0.0033743164967745543,
0.044015876948833466,
-0.06854075193405151,
0.030608050525188446,
0.08416080474853516,
-0.0341956652700901,
-0.04627317190170288,
-0.018613791093230247,
0.04176581650972366,
-0.018760938197374344,
0.0056684426963329315,
0.021813934668898582,
-0.12248343229293823,
-0.018943633884191513,
0.04941719025373459,
0.03874055668711662,
-0.10074551403522491,
-0.02007457986474037,
-0.007733084261417389,
-0.06120900809764862,
-0.07862991839647293,
-0.0029246951453387737,
0.021111788228154182,
-0.0015880457358434796,
-0.09460105746984482,
0.08812017738819122,
0.0821605771780014,
-0.004161829594522715,
0.043904997408390045,
-0.023450220003724098,
0.010789250023663044,
-0.04231857880949974,
-0.009701458737254143,
-0.010537955909967422,
0.006750599481165409,
-0.05209410563111305,
0.016388673335313797,
0.001499418169260025,
0.06294814497232437,
0.008748412132263184,
0.019621407613158226,
0.02661164663732052,
0.017325550317764282,
-0.02746390737593174,
0.00009336175571661443,
0.0453946627676487,
0.11542723327875137,
0.05315766856074333,
-0.044887226074934006,
-0.09112413972616196,
0.01733439415693283,
0.019303670153021812,
0.01193975005298853,
0.0394471101462841,
0.023975858464837074,
-0.06189270317554474,
-0.03769165277481079,
0.03063400648534298,
-0.007963011972606182,
0.08518635481595993,
0.031278010457754135,
-0.0038484034594148397,
0.007873687893152237,
0.1064121425151825,
-0.11291752010583878,
-0.06443750858306885,
0.03240099549293518,
-0.02524423971772194,
-0.04330439865589142,
-9.0065245746691e-33,
-0.003218438709154725,
-0.051165804266929626,
-0.05731802433729172,
-0.009695562534034252,
-0.037104520946741104,
-0.0665464922785759,
0.044614095240831375,
-0.002902217209339142,
0.014708650298416615,
0.10361915826797485,
0.02114403061568737,
0.028137268498539925,
0.0335053913295269,
-0.007602547761052847,
0.01665271818637848,
0.06732984632253647,
-0.012231391854584217,
-0.04394977167248726,
0.033823657780885696,
0.04339464008808136,
-0.00451496010646224,
0.07353853434324265,
-0.07385444641113281,
0.04949679970741272,
-0.04277626425027847,
0.03881806507706642,
0.008020874112844467,
-0.018597494810819626,
-0.0951765924692154,
-0.07345190644264221,
0.02160593681037426,
0.048708170652389526,
-0.053338780999183655,
0.06809547543525696,
-0.01339477114379406,
-0.048156607896089554,
0.014240268617868423,
0.08850619941949844,
0.02625732310116291,
-0.00415919441729784,
0.049063559621572495,
-0.004318148363381624,
-0.037370722740888596,
-0.004658609628677368,
-0.0016239268006756902,
0.009805001318454742,
0.014264549128711224,
-0.0034909523092210293,
-0.01753360778093338,
0.0025870888493955135,
0.032438114285469055,
0.01616539992392063,
-0.07862913608551025,
-0.03128587827086449,
0.02075991965830326,
-0.011512406170368195,
0.04557383432984352,
-0.10193966329097748,
-0.02453453093767166,
-0.06343253701925278,
0.0053291283547878265,
-0.11539515107870102,
0.02105369232594967,
0.11061825603246689,
0.05938394367694855,
0.008196690119802952,
-0.02572040632367134,
0.021560395136475563,
0.03071114420890808,
-0.06046244874596596,
-0.06675419956445694,
-0.008975985459983349,
0.0995277464389801,
-0.029619771987199783,
0.008379624225199223,
-0.02548500895500183,
-0.027920885011553764,
0.01980683021247387,
0.06992167234420776,
0.06847629696130753,
-0.004296429455280304,
0.03752674534916878,
0.0074074361473321915,
0.05126158148050308,
0.022690268233418465,
-0.04933258146047592,
-0.04175294190645218,
0.1124139204621315,
-0.014028582721948624,
-0.015693817287683487,
0.0005187754868529737,
0.021995071321725845,
0.004005310125648975,
-0.013442941941320896,
0.011844858527183533,
-4.752924454010099e-8,
-0.05706744268536568,
-0.013165718875825405,
-0.11717601120471954,
0.040478549897670746,
-0.029121674597263336,
-0.005754019599407911,
0.010894430801272392,
-0.00966740120202303,
0.006232693325728178,
-0.06033456325531006,
0.0647285208106041,
0.08583272993564606,
-0.041422709822654724,
0.06801418215036392,
-0.10373572260141373,
-0.04392477124929428,
-0.07060541212558746,
0.049515705555677414,
0.05279944837093353,
-0.10902640223503113,
-0.037312351167201996,
-0.0030178590677678585,
0.05387606471776962,
-0.06399141997098923,
0.04448460042476654,
-0.010310908779501915,
-0.07031062245368958,
0.003482290543615818,
-0.017510712146759033,
-0.030053865164518356,
-0.0869869589805603,
-0.05654431879520416,
0.016704119741916656,
-0.023480989038944244,
0.046963706612586975,
-0.025806864723563194,
0.040684498846530914,
0.01150536723434925,
-0.05168570205569267,
0.016836177557706833,
0.10159321129322052,
0.029971066862344742,
-0.02222333289682865,
-0.003460739739239216,
-0.018957868218421936,
-0.02508505992591381,
0.016361920163035393,
0.06347405910491943,
0.11194688081741333,
0.018824350088834763,
-0.024467352777719498,
-0.07695721834897995,
0.06840527057647705,
-0.025586456060409546,
-0.0038987991865724325,
0.010941955260932446,
0.029076173901557922,
-0.04900917410850525,
0.013398551382124424,
0.07082406431436539,
0.06791825592517853,
0.01201390940696001,
-0.00023926887661218643,
-0.0057557024993002415
] | 0.011329 |
# `openclaw agent`（直接智能体运行） `openclaw agent` 运行单个智能体回合，无需入站聊天消息。 默认情况下它\*\*通过 Gateway 网关\*\*运行；添加 `--local` 以强制在当前机器上使用嵌入式运行时。 ## 行为 - 必需：`--message ` - 会话选择： - `--to ` 派生会话键（群组/频道目标保持隔离；直接聊天折叠到 `main`），\*\*或\*\* - `--session-id ` 通过 ID 重用现有会话，\*\*或\*\* - `--agent ` 直接定位已配置的智能体（使用该智能体的 `main` 会话键） - 运行与正常入站回复相同的嵌入式智能体运行时。 - 思考/详细标志持久化到会话存储中。 - 输出： - 默认：打印回复文本（加上 `MEDIA:` 行） - `--json`：打印结构化负载 + 元数据 - 可选使用 `--deliver` + `--channel` 将回复投递回渠道（目标格式与 `openclaw message --target` 匹配）。 - 使用 `--reply-channel`/`--reply-to`/`--reply-account` 覆盖投递而不更改会话。 如果 Gateway 网关不可达，CLI 会\*\*回退\*\*到嵌入式本地运行。 ## 示例 ```bash openclaw agent --to +15555550123 --message "status update" openclaw agent --agent ops --message "Summarize logs" openclaw agent --session-id 1234 --message "Summarize inbox" --thinking medium openclaw agent --to +15555550123 --message "Trace logs" --verbose on --json openclaw agent --to +15555550123 --message "Summon reply" --deliver openclaw agent --agent ops --message "Generate report" --deliver --reply-channel slack --reply-to "#reports" ``` ## 标志 - `--local`：本地运行（需要你的 shell 中有模型提供商 API 密钥） - `--deliver`：将回复发送到所选渠道 - `--channel`：投递渠道（`whatsapp|telegram|discord|googlechat|slack|signal|imessage`，默认：`whatsapp`） - `--reply-to`：投递目标覆盖 - `--reply-channel`：投递渠道覆盖 - `--reply-account`：投递账户 ID 覆盖 - `--thinking `：持久化思考级别（仅限 GPT-5.2 + Codex 模型） - `--verbose `：持久化详细级别 - `--timeout `：覆盖智能体超时 - `--json`：输出结构化 JSON | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/agent-send.md | main | opebclaw | [
-0.05529594421386719,
0.08393558859825134,
-0.07964134961366653,
-0.06394561380147934,
-0.06266064941883087,
0.020718300715088844,
0.028062019497156143,
0.0015036449767649174,
0.024452975019812584,
0.036834802478551865,
0.17597104609012604,
-0.026698702946305275,
0.022110946476459503,
-0.01833162270486355,
0.05282596871256828,
0.03704164922237396,
-0.06381148099899292,
0.045755933970212936,
-0.05680885165929794,
-0.020536111667752266,
-0.05991717427968979,
-0.01230014767497778,
-0.007484073750674725,
0.03559212386608124,
-0.10173577070236206,
0.06194547936320305,
-0.0488615520298481,
0.06428402662277222,
0.049893818795681,
-0.06255652010440826,
-0.025533728301525116,
0.1350412219762802,
-0.013296268880367279,
0.01672423630952835,
0.11142058670520782,
0.05079042166471481,
-0.020526135340332985,
-0.0014595609391108155,
0.01025016326457262,
0.044987648725509644,
0.03013163059949875,
0.017224472016096115,
-0.013011101633310318,
-0.021994462236762047,
0.018223470076918602,
0.006498797796666622,
-0.049498215317726135,
0.008120906539261341,
-0.07063735276460648,
-0.05918678268790245,
-0.05601354315876961,
0.027415860444307327,
-0.016780508682131767,
0.010176592506468296,
0.025312863290309906,
0.020154783502221107,
-0.05437864735722542,
0.03697650879621506,
0.050009239464998245,
0.008271831087768078,
-0.043939344584941864,
0.06462500244379044,
-0.01226112525910139,
0.000281814718618989,
-0.11962514370679855,
-0.03206548094749451,
-0.018451407551765442,
-0.01123022474348545,
-0.014807340689003468,
-0.022029118612408638,
-0.08077072352170944,
-0.057318493723869324,
-0.006371562834829092,
-0.04254813864827156,
-0.009820741601288319,
-0.021919159218668938,
0.033414747565984726,
0.039090920239686966,
-0.0790872722864151,
-0.1455308347940445,
-0.005525786895304918,
-0.007661550305783749,
0.04780875891447067,
-0.05932338908314705,
-0.05228818580508232,
0.05358690768480301,
-0.0552353598177433,
-0.0519261509180069,
0.12698416411876678,
-0.02074328623712063,
0.04918278753757477,
-0.027499718591570854,
0.02878430485725403,
-0.024596653878688812,
0.04589565470814705,
-0.042347319424152374,
0.02406340464949608,
0.0002399076329311356,
-0.04947390779852867,
0.051798369735479355,
0.03847285732626915,
-0.045951858162879944,
-0.0669218897819519,
-0.00829924177378416,
-0.0630599707365036,
0.02354607917368412,
0.04105618596076965,
0.011047082021832466,
0.026712967082858086,
0.04890028014779091,
-0.04303835704922676,
-0.09640803933143616,
0.03547703102231026,
-0.12161362916231155,
0.049173370003700256,
0.03879599645733833,
-0.030872207134962082,
-0.015403231605887413,
0.08068575710058212,
-0.01664482057094574,
0.05671001225709915,
-0.05596747249364853,
-0.02289796806871891,
-0.029430938884615898,
-0.04606921598315239,
-0.009143023751676083,
0.15947692096233368,
-3.0622735375004255e-33,
-0.003272552276030183,
0.03187400847673416,
-0.08839546889066696,
-0.01599009335041046,
0.061998117715120316,
-0.04153839126229286,
0.008248519152402878,
-0.00803739670664072,
-0.061936214566230774,
0.03962608426809311,
0.024972572922706604,
0.008441687561571598,
-0.07797793298959732,
0.02635413408279419,
-0.04075125977396965,
-0.03421826660633087,
-0.03369791433215141,
-0.005316360387951136,
0.025468355044722557,
-0.0478903204202652,
0.041240155696868896,
-0.010395413264632225,
0.027050534263253212,
0.016393529251217842,
0.05648806318640709,
0.060407355427742004,
-0.008404365740716457,
-0.043474145233631134,
-0.005603622645139694,
0.014799916185438633,
0.01772882416844368,
0.07452701777219772,
-0.05363212153315544,
0.05384395644068718,
-0.07472434639930725,
0.06298434734344482,
-0.046802666038274765,
-0.025842059403657913,
-0.05258459597826004,
0.004753877874463797,
-0.05945739895105362,
-0.031233029440045357,
0.023135580122470856,
0.016645388677716255,
0.03134261816740036,
-0.040322136133909225,
-0.08042445778846741,
0.005715377163141966,
0.09941637516021729,
-0.022163717076182365,
-0.0929272323846817,
0.023695291951298714,
-0.05049058422446251,
0.04152655228972435,
0.0011207213392481208,
-0.03841742128133774,
-0.13199105858802795,
0.06477372348308563,
0.016204815357923508,
-0.0204948540776968,
0.00215811631642282,
0.025913747027516365,
-0.07279030233621597,
0.02966560423374176,
0.07874167710542679,
-0.02752705290913582,
-0.0621897354722023,
0.03543491289019585,
0.09039457887411118,
-0.13083621859550476,
-0.07155270874500275,
0.018852781504392624,
0.09195423126220703,
0.04544921964406967,
-0.022009916603565216,
-0.05480719730257988,
-0.05926141142845154,
0.051802780479192734,
0.05812009423971176,
-0.01369398832321167,
-0.08821362257003784,
-0.02009522169828415,
-0.045603878796100616,
0.041457559913396835,
-0.004251557867974043,
0.029333021491765976,
0.0975152999162674,
-0.005777963902801275,
-0.05415812507271767,
0.04280517250299454,
-0.07978707551956177,
0.008643881417810917,
0.02450590580701828,
0.04268702119588852,
0.04719521850347519,
-2.312217959218579e-33,
-0.010367043316364288,
0.007592624053359032,
-0.05006635934114456,
-0.01834232732653618,
-0.011445922777056694,
-0.07308895885944366,
0.06477434933185577,
-0.009877420030534267,
-0.010859166271984577,
0.013523709028959274,
-0.02977314591407776,
0.018111851066350937,
-0.004909577779471874,
-0.040300652384757996,
0.007671744097024202,
-0.036290548741817474,
-0.015499836765229702,
0.034449733793735504,
-0.01705503836274147,
0.06418181210756302,
-0.006672926712781191,
0.010504459030926228,
-0.16572219133377075,
-0.016242677345871925,
0.06418058276176453,
0.023822780698537827,
0.09580812603235245,
0.00943977851420641,
0.04027148708701134,
0.007321794517338276,
0.038068242371082306,
0.0050458842888474464,
-0.09538812935352325,
0.07574060559272766,
-0.01743783988058567,
-0.03263849392533302,
0.03979691118001938,
0.027956655248999596,
-0.12460371851921082,
-0.04841180890798569,
0.05120908096432686,
-0.018273692578077316,
-0.012852312996983528,
-0.02391660027205944,
-0.033816732466220856,
0.06064821034669876,
0.0021033920347690582,
-0.06910926103591919,
-0.10532241314649582,
-0.04089577868580818,
0.07454610615968704,
-0.02060096710920334,
0.011169415898621082,
-0.04924303665757179,
0.03816396743059158,
0.035318806767463684,
0.02156176045536995,
-0.06193869933485985,
-0.06273366510868073,
-0.0800502672791481,
0.07889267057180405,
0.05077037960290909,
-0.022904768586158752,
0.030345456674695015,
0.033466506749391556,
-0.04833599179983139,
0.026138003915548325,
0.024036457762122154,
0.04618140310049057,
-0.0561445876955986,
-0.033369798213243484,
-0.05236712843179703,
0.03845499828457832,
-0.03873685747385025,
0.07553190737962723,
-0.009007208049297333,
-0.028962763026356697,
0.026866324245929718,
0.009639162570238113,
-0.007265601307153702,
-0.007624027784913778,
-0.027809327468276024,
-0.025424977764487267,
0.08721808344125748,
-0.03840536251664162,
-0.013808340765535831,
0.01162270363420248,
0.10914231836795807,
0.010325743816792965,
0.02468019165098667,
-0.01834746077656746,
-0.017550161108374596,
0.0401570126414299,
0.031294215470552444,
0.0005718128522858024,
-4.0548286506236764e-8,
-0.016522256657481194,
-0.09588886797428131,
-0.044153157621622086,
-0.058674562722444534,
0.020691391080617905,
-0.04852411150932312,
-0.03709087893366814,
-0.0532509870827198,
-0.057765182107686996,
-0.019957713782787323,
0.027233444154262543,
0.050112150609493256,
-0.10546252131462097,
-0.00960451178252697,
-0.06986666470766068,
-0.01809762232005596,
-0.043953537940979004,
0.015653543174266815,
0.023343509063124657,
-0.1128612831234932,
-0.08016275614500046,
-0.0004747073689941317,
0.0039329081773757935,
-0.10323158651590347,
-0.07733052968978882,
0.05738351494073868,
-0.09513872861862183,
-0.0002827197313308716,
-0.03682846203446388,
0.004721785895526409,
0.00929808896034956,
-0.030965572223067284,
0.09881731867790222,
-0.04517034813761711,
0.038964904844760895,
-0.008049611933529377,
0.046012092381715775,
-0.067290298640728,
-0.01645163632929325,
-0.061815254390239716,
0.07556682825088501,
-0.04811001196503639,
0.02652418613433838,
0.0022494590375572443,
0.09767910838127136,
-0.024088608101010323,
0.015916915610432625,
-0.01137970108538866,
0.08098066598176956,
-0.028096096590161324,
-0.03899017348885536,
0.022296687588095665,
0.018602730706334114,
-0.028646497055888176,
0.03879018872976303,
0.011565199121832848,
0.01843862421810627,
-0.02420477755367756,
0.0502193383872509,
0.02529073879122734,
-0.018959322944283485,
0.04945933073759079,
0.0140860415995121,
-0.007806264795362949
] | 0.037583 |
# 子智能体 子智能体是从现有智能体运行中生成的后台智能体运行。它们在自己的会话中运行（`agent::subagent:`），完成后将结果\*\*通告\*\*回请求者的聊天渠道。 ## 斜杠命令 使用 `/subagents` 检查或控制\*\*当前会话\*\*的子智能体运行： - `/subagents list` - `/subagents stop ` - `/subagents log [limit] [tools]` - `/subagents info ` - `/subagents send ` `/subagents info` 显示运行元数据（状态、时间戳、会话 id、转录路径、清理）。 主要目标： - 并行化"研究 / 长任务 / 慢工具"工作，而不阻塞主运行。 - 默认保持子智能体隔离（会话分离 + 可选沙箱隔离）。 - 保持工具接口难以滥用：子智能体默认\*\*不\*\*获得会话工具。 - 避免嵌套扇出：子智能体不能生成子智能体。 成本说明：每个子智能体都有\*\*自己的\*\*上下文和 token 使用量。对于繁重或重复的任务，为子智能体设置更便宜的模型，而让主智能体使用更高质量的模型。你可以通过 `agents.defaults.subagents.model` 或每智能体覆盖来配置。 ## 工具 使用 `sessions\_spawn`： - 启动子智能体运行（`deliver: false`，全局队列：`subagent`） - 然后运行通告步骤，并将通告回复发布到请求者的聊天渠道 - 默认模型：继承调用者，除非你设置了 `agents.defaults.subagents.model`（或每智能体的 `agents.list[].subagents.model`）；显式的 `sessions\_spawn.model` 仍然优先。 - 默认思考：继承调用者，除非你设置了 `agents.defaults.subagents.thinking`（或每智能体的 `agents.list[].subagents.thinking`）；显式的 `sessions\_spawn.thinking` 仍然优先。 工具参数： - `task`（必需） - `label?`（可选） - `agentId?`（可选；如果允许，在另一个智能体 id 下生成） - `model?`（可选；覆盖子智能体模型；无效值会被跳过，子智能体将使用默认模型运行并在工具结果中显示警告） - `thinking?`（可选；覆盖子智能体运行的思考级别） - `runTimeoutSeconds?`（默认 `0`；设置后，子智能体运行在 N 秒后中止） - `cleanup?`（`delete|keep`，默认 `keep`） 允许列表： - `agents.list[].subagents.allowAgents`：可以通过 `agentId` 指定的智能体 id 列表（`["\*"]` 允许任意）。默认：仅限请求者智能体。 发现： - 使用 `agents\_list` 查看当前允许用于 `sessions\_spawn` 的智能体 id。 自动归档： - 子智能体会话在 `agents.defaults.subagents.archiveAfterMinutes` 后自动归档（默认：60）。 - 归档使用 `sessions.delete` 并将转录重命名为 `\*.deleted.`（同一文件夹）。 - `cleanup: "delete"` 在通告后立即归档（仍通过重命名保留转录）。 - 自动归档是尽力而为的；如果 Gateway 网关重启，待处理的定时器会丢失。 - `runTimeoutSeconds` \*\*不会\*\*自动归档；它只停止运行。会话会保留直到自动归档。 ## 认证 子智能体认证按\*\*智能体 id\*\* 解析，而不是按会话类型： - 子智能体会话键是 `agent::subagent:`。 - 认证存储从该智能体的 `agentDir` 加载。 - 主智能体的认证配置文件作为\*\*回退\*\*合并；智能体配置文件在冲突时覆盖主配置文件。 注意：合并是累加的，所以主配置文件始终可用作回退。目前尚不支持每智能体完全隔离的认证。 ## 通告 子智能体通过通告步骤报告： - 通告步骤在子智能体会话中运行（不是请求者会话）。 - 如果子智能体精确回复 `ANNOUNCE\_SKIP`，则不发布任何内容。 - 否则，通告回复通过后续的 `agent` 调用（`deliver=true`）发布到请求者的聊天渠道。 - 通告回复在可用时保留线程/话题路由（Slack 线程、Telegram 话题、Matrix 线程）。 - 通告消息被规范化为稳定模板： - `Status:` 从运行结果派生（`success`、`error`、`timeout` 或 `unknown`）。 - `Result:` 通告步骤的摘要内容（如果缺失则为 `(not available)`）。 - `Notes:` 错误详情和其他有用的上下文。 - `Status` 不是从模型输出推断的；它来自运行时结果信号。 通告负载在末尾包含统计行（即使被包装）： - 运行时间（例如 `runtime 5m12s`） - Token 使用量（输入/输出/总计） - 配置模型定价时的估计成本（`models.providers.\*.models[].cost`） - `sessionKey`、`sessionId` 和转录路径（以便主智能体可以通过 `sessions\_history` 获取历史记录或检查磁盘上的文件） ## 工具策略（子智能体工具） 默认情况下，子智能体获得\*\*除会话工具外的所有工具\*\*： - `sessions\_list` - `sessions\_history` - `sessions\_send` - `sessions\_spawn` 通过配置覆盖： ```json5 { agents: { defaults: { subagents: { maxConcurrent: 1, }, }, }, tools: { subagents: { tools: { // deny 优先 deny: ["gateway", "cron"], // 如果设置了 allow，则变为仅允许模式（deny 仍然优先） // allow: ["read", "exec", "process"] }, }, }, } ``` ## 并发 子智能体使用专用的进程内队列通道： - 通道名称：`subagent` - 并发数：`agents.defaults.subagents.maxConcurrent`（默认 `8`） ## 停止 - 在请求者聊天中发送 `/stop` 会中止请求者会话并停止从中生成的任何活动子智能体运行。 ## 限制 - 子智能体通告是\*\*尽力而为\*\*的。如果 Gateway 网关重启，待处理的"通告回复"工作会丢失。 - 子智能体仍然共享相同的 Gateway 网关进程资源；将 `maxConcurrent` 视为安全阀。 - `sessions\_spawn` 始终是非阻塞的：它立即返回 `{ status: "accepted", runId, childSessionKey }`。 - 子智能体上下文仅注入 `AGENTS.md` + `TOOLS.md`（无 `SOUL.md`、`IDENTITY.md`、`USER.md`、`HEARTBEAT.md` 或 `BOOTSTRAP.md`）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/subagents.md | main | opebclaw | [
-0.03390688821673393,
0.04559216648340225,
-0.033568546175956726,
-0.04541516676545143,
-0.00646318169310689,
0.010845283046364784,
0.05027161166071892,
0.002494805958122015,
0.0041888318955898285,
0.03389705345034599,
0.18584474921226501,
-0.01081219781190157,
-0.010223202407360077,
0.01792660728096962,
-0.0011792473960667849,
0.024387167766690254,
-0.012905503623187542,
0.05006479099392891,
-0.07948821783065796,
-0.03953166678547859,
-0.008441240526735783,
0.021392598748207092,
0.02731594443321228,
0.03671868145465851,
-0.08052989095449448,
0.06716618686914444,
-0.08960112184286118,
0.0366704948246479,
0.09720552712678909,
-0.03290864825248718,
-0.054252080619335175,
0.06316617876291275,
0.016542593017220497,
0.025639323517680168,
0.09954699873924255,
0.008711196482181549,
0.0101821543648839,
0.007697794586420059,
0.05326464772224426,
0.0533268116414547,
0.04149014875292778,
-0.0448082834482193,
-0.09976497292518616,
-0.02312506176531315,
0.007663813419640064,
0.020139101892709732,
-0.02930707484483719,
0.022506410256028175,
-0.10446013510227203,
-0.07467570155858994,
0.030278192833065987,
0.035325486212968826,
-0.016552796587347984,
0.001583163277246058,
-0.03985185548663139,
-0.013048413209617138,
-0.03367915377020836,
0.019085301086306572,
0.055426474660634995,
0.047869689762592316,
-0.08531525731086731,
0.13177001476287842,
-0.0299711711704731,
-0.013045523315668106,
-0.08936641365289688,
-0.030051138252019882,
0.005136159714311361,
0.017085203900933266,
-0.02058449201285839,
0.044319476932287216,
-0.08152282983064651,
-0.06008804216980934,
-0.013401112519204617,
0.005396164488047361,
-0.05241943895816803,
-0.013558153994381428,
0.050966836512088776,
-0.03853905200958252,
-0.07730206102132797,
-0.16982364654541016,
-0.02395944483578205,
-0.010300743393599987,
0.021388817578554153,
-0.0720064789056778,
-0.012445930391550064,
-0.05002821236848831,
-0.024694425985217094,
-0.03974805399775505,
0.09302560985088348,
-0.06346716731786728,
0.03815764561295509,
-0.048021942377090454,
0.08493731170892715,
-0.031338680535554886,
0.08047554641962051,
-0.03601418808102608,
-0.027414485812187195,
-0.004721031989902258,
-0.02457796409726143,
0.05137300118803978,
-0.007966638542711735,
0.04538795351982117,
-0.09450004994869232,
-0.066180519759655,
-0.03606254607439041,
-0.05496394261717796,
0.04896363988518715,
-0.0032221192959696054,
0.0005429472657851875,
0.07359374314546585,
-0.0667790099978447,
-0.03249312937259674,
0.025568392127752304,
-0.08066923916339874,
0.1484326720237732,
0.004413295071572065,
-0.011820241808891296,
0.046213846653699875,
0.04635148495435715,
-0.013224240392446518,
0.07139398157596588,
-0.02290491759777069,
0.019410230219364166,
0.020040348172187805,
0.006389325950294733,
0.035377684980630875,
0.06912372261285782,
-2.0197007817912606e-33,
-0.005474915727972984,
0.02054072730243206,
-0.07914488017559052,
-0.0056754848919808865,
0.024706868454813957,
0.020808570086956024,
-0.00450358260422945,
0.04097311943769455,
-0.048116400837898254,
0.10191498696804047,
0.013679759576916695,
0.020028971135616302,
-0.0766734778881073,
0.014669835567474365,
-0.03955937922000885,
-0.023116230964660645,
-0.017577623948454857,
0.009468421339988708,
0.025140568614006042,
-0.029988544061779976,
0.03682637959718704,
-0.018333138898015022,
0.04781370237469673,
0.03954394534230232,
0.06295627355575562,
-0.004017008002847433,
-0.09440360963344574,
-0.04818759486079216,
-0.003110125893726945,
-0.014211688190698624,
-0.027276672422885895,
0.13030855357646942,
-0.013663188554346561,
0.03672577068209648,
-0.041913922876119614,
0.046788547188043594,
0.006042201071977615,
-0.041681986302137375,
-0.03050685115158558,
0.014325616881251335,
-0.018918193876743317,
-0.01978582888841629,
0.05692873150110245,
0.005169075448065996,
0.05389247462153435,
-0.020069967955350876,
-0.0672653391957283,
-0.025436678901314735,
0.014145603403449059,
-0.010492075234651566,
-0.02902897261083126,
0.04624134674668312,
-0.03426893800497055,
0.013684256002306938,
-0.0017941804835572839,
-0.057259269058704376,
-0.13575248420238495,
0.03477765619754791,
0.05007804557681084,
-0.04531114548444748,
-0.010252286680042744,
0.052354846149683,
-0.025370195508003235,
0.005082048010081053,
-0.0005938031245023012,
-0.03821948170661926,
-0.06146115064620972,
0.06371442973613739,
0.0899500697851181,
-0.08212969452142715,
-0.057454392313957214,
0.04418719932436943,
0.021935584023594856,
-0.011224759742617607,
0.013783933594822884,
-0.08081453293561935,
-0.0788298100233078,
0.04395197331905365,
0.024351060390472412,
-0.02571355365216732,
-0.06669538468122482,
-0.07781926542520523,
-0.005752662196755409,
0.06226044148206711,
0.00937989167869091,
-0.013761065900325775,
0.08343645185232162,
0.00776855181902647,
-0.05022555962204933,
-0.008790291845798492,
-0.03462740778923035,
-0.008405233733355999,
0.01848009042441845,
-0.012857151217758656,
0.06142200529575348,
-4.1265857755311024e-33,
0.01305073220282793,
0.02893051877617836,
-0.09542270004749298,
-0.0039166356436908245,
0.0035190165508538485,
-0.12651406228542328,
0.024503029882907867,
-0.03869981691241264,
-0.00657987454906106,
0.008516865782439709,
0.0019175390480086207,
-0.01880253665149212,
-0.032957080751657486,
-0.05787988007068634,
-0.027303621172904968,
-0.010924835689365864,
-0.04512173682451248,
0.055119872093200684,
0.004013608675450087,
0.0012337638763710856,
-0.0406230092048645,
0.04058169201016426,
-0.08020950853824615,
0.050459444522857666,
0.04974072054028511,
0.03986509516835213,
0.06630409508943558,
-0.010226328857243061,
0.06304986774921417,
-0.016577592119574547,
-0.0037441616877913475,
0.03775741532444954,
-0.0633566677570343,
0.003958008252084255,
-0.002907009795308113,
-0.08395366370677948,
-0.011932437308132648,
0.02551308274269104,
-0.12397383898496628,
-0.06887059658765793,
0.014828752726316452,
0.0015227748081088066,
-0.010409102775156498,
0.002321764826774597,
-0.02662585861980915,
0.031506624072790146,
0.075838103890419,
-0.0923079252243042,
0.010913263075053692,
-0.05798550695180893,
0.019782861694693565,
-0.02403653971850872,
0.004033996257930994,
-0.01201675459742546,
-0.017754120752215385,
0.04685592278838158,
0.012014687992632389,
-0.027567248791456223,
-0.1151079535484314,
-0.04031288996338844,
0.03548611328005791,
0.09654372930526733,
-0.05816245451569557,
0.012059688568115234,
0.07672585546970367,
-0.08565999567508698,
-0.039701394736766815,
0.008311514742672443,
0.11263419687747955,
-0.049842528998851776,
0.007562508340924978,
-0.064362533390522,
0.06037575379014015,
-0.038048941642045975,
0.04110631346702576,
-0.026611976325511932,
-0.019738083705306053,
0.01380105223506689,
0.046968162059783936,
-0.02484254725277424,
-0.038905154913663864,
-0.04479608312249184,
-0.036560818552970886,
0.10191486775875092,
-0.08959117531776428,
-0.03386364132165909,
0.003042635740712285,
0.060977231711149216,
0.010268516838550568,
0.023522280156612396,
0.01815193146467209,
-0.08055129647254944,
0.05266743153333664,
-0.034446489065885544,
0.014376199804246426,
-4.255876362435629e-8,
0.0005056177615188062,
-0.06580717861652374,
0.008626067079603672,
-0.04025807976722717,
0.06831277906894684,
0.004060893319547176,
-0.05203760415315628,
-0.013909685425460339,
-0.05972156673669815,
0.0046911584213376045,
0.01885089837014675,
0.0649842768907547,
-0.06242972984910011,
-0.026688605546951294,
-0.0410548597574234,
-0.037128254771232605,
-0.011698483489453793,
-0.010176430456340313,
-0.026762541383504868,
-0.10749048739671707,
-0.09354893118143082,
0.0009845643071457744,
-0.054998770356178284,
-0.10771475732326508,
-0.05587039887905121,
-0.0012731292517855763,
-0.12582188844680786,
0.003836706280708313,
-0.034418851137161255,
0.03768938407301903,
0.07061037421226501,
-0.04188215360045433,
0.06736761331558228,
-0.07584495842456818,
0.09076876938343048,
0.0005732696736231446,
0.05865439772605896,
-0.07632685452699661,
-0.012429574504494667,
-0.09644609689712524,
0.043799515813589096,
-0.1107490137219429,
0.038505274802446365,
0.007535659708082676,
0.09145514667034149,
-0.051208674907684326,
-0.01706807129085064,
-0.013277903199195862,
0.08331086486577988,
-0.01626827009022236,
0.017936227843165398,
0.02090766467154026,
0.028567645698785782,
-0.028152653947472572,
0.0871383398771286,
-0.03834584355354309,
0.012920414097607136,
-0.01581454649567604,
0.05657633766531944,
0.012271598912775517,
0.0027355938218533993,
0.0531516969203949,
0.05204671621322632,
0.008920681662857533
] | -0.029246 |
# Skills（OpenClaw） OpenClaw 使用\*\*兼容 [AgentSkills](https://agentskills.io)\*\* 的 Skills 文件夹来教智能体如何使用工具。每个 Skills 是一个包含带有 YAML frontmatter 和说明的 `SKILL.md` 的目录。OpenClaw 加载\*\*内置 Skills\*\* 以及可选的本地覆盖，并在加载时根据环境、配置和二进制文件存在情况进行过滤。 ## 位置和优先级 Skills 从\*\*三个\*\*位置加载： 1. \*\*内置 Skills\*\*：随安装包一起发布（npm 包或 OpenClaw.app） 2. \*\*托管/本地 Skills\*\*：`~/.openclaw/skills` 3. \*\*工作区 Skills\*\*：`/skills` 如果 Skills 名称冲突，优先级为： `/skills`（最高）→ `~/.openclaw/skills` → 内置 Skills（最低） 此外，你可以通过 `~/.openclaw/openclaw.json` 中的 `skills.load.extraDirs` 配置额外的 Skills 文件夹（最低优先级）。 ## 单智能体 vs 共享 Skills 在\*\*多智能体\*\*设置中，每个智能体有自己的工作区。这意味着： - \*\*单智能体 Skills\*\* 位于 `/skills` 中，仅供该智能体使用。 - \*\*共享 Skills\*\* 位于 `~/.openclaw/skills`（托管/本地），对同一机器上的\*\*所有智能体\*\*可见。 - 如果你想要多个智能体使用一个通用的 Skills 包，也可以通过 `skills.load.extraDirs`（最低优先级）添加\*\*共享文件夹\*\*。 如果同一个 Skills 名称存在于多个位置，将应用通常的优先级规则：工作区优先，然后是托管/本地，最后是内置。 ## 插件 + Skills 插件可以通过在 `openclaw.plugin.json` 中列出 `skills` 目录（相对于插件根目录的路径）来发布自己的 Skills。插件 Skills 在插件启用时加载，并参与正常的 Skills 优先级规则。你可以通过插件配置条目上的 `metadata.openclaw.requires.config` 对它们进行门控。参见[插件](/plugin)了解发现/配置，以及[工具](/tools)了解这些 Skills 所教授的工具接口。 ## ClawHub（安装 + 同步） ClawHub 是 OpenClaw 的公共 Skills 注册表。浏览 https://clawhub.com。使用它来发现、安装、更新和备份 Skills。完整指南：[ClawHub](/tools/clawhub)。 常见流程： - 将 Skills 安装到你的工作区： - `clawhub install ` - 更新所有已安装的 Skills： - `clawhub update --all` - 同步（扫描 + 发布更新）： - `clawhub sync --all` 默认情况下，`clawhub` 安装到当前工作目录下的 `./skills`（或回退到配置的 OpenClaw 工作区）。OpenClaw 在下一个会话中将其识别为 `/skills`。 ## 安全注意事项 - 将第三方 Skills 视为\*\*不受信任的代码\*\*。启用前请阅读它们。 - 对于不受信任的输入和高风险工具，优先使用沙箱隔离运行。参见[沙箱隔离](/gateway/sandboxing)。 - `skills.entries.\*.env` 和 `skills.entries.\*.apiKey` 为该智能体轮次将秘密注入到\*\*宿主机\*\*进程中（而非沙箱）。将秘密保持在提示词和日志之外。 - 有关更广泛的威胁模型和检查清单，参见[安全性](/gateway/security)。 ## 格式（AgentSkills + Pi 兼容） `SKILL.md` 必须至少包含： ```markdown --- name: nano-banana-pro description: Generate or edit images via Gemini 3 Pro Image --- ``` 注意事项： - 我们遵循 AgentSkills 规范的布局/意图。 - 内嵌智能体使用的解析器仅支持\*\*单行\*\* frontmatter 键。 - `metadata` 应该是\*\*单行 JSON 对象\*\*。 - 在说明中使用 `{baseDir}` 来引用 Skills 文件夹路径。 - 可选的 frontmatter 键： - `homepage` — 在 macOS Skills UI 中显示为"Website"的 URL（也支持通过 `metadata.openclaw.homepage`）。 - `user-invocable` — `true|false`（默认：`true`）。当为 `true` 时，Skills 作为用户斜杠命令暴露。 - `disable-model-invocation` — `true|false`（默认：`false`）。当为 `true` 时，Skills 从模型提示词中排除（仍可通过用户调用使用）。 - `command-dispatch` — `tool`（可选）。当设置为 `tool` 时，斜杠命令绕过模型直接调度到工具。 - `command-tool` — 当设置 `command-dispatch: tool` 时要调用的工具名称。 - `command-arg-mode` — `raw`（默认）。对于工具调度，将原始参数字符串转发到工具（无核心解析）。 工具使用以下参数调用： `{ command: "", commandName: "", skillName: "" }`。 ## 门控（加载时过滤） OpenClaw 使用 `metadata`（单行 JSON）\*\*在加载时过滤 Skills\*\*： ```markdown --- name: nano-banana-pro description: Generate or edit images via Gemini 3 Pro Image metadata: { "openclaw": { "requires": { "bins": ["uv"], "env": ["GEMINI\_API\_KEY"], "config": ["browser.enabled"] }, "primaryEnv": "GEMINI\_API\_KEY", }, } --- ``` `metadata.openclaw` 下的字段： - `always: true` — 始终包含该 Skills（跳过其他门控）。 - `emoji` — macOS Skills UI 使用的可选表情符号。 - `homepage` — 在 macOS Skills UI 中显示为"Website"的可选 URL。 - `os` — 可选的平台列表（`darwin`、`linux`、`win32`）。如果设置，该 Skills 仅在这些操作系统上有资格。 - `requires.bins` — 列表；每个都必须存在于 `PATH` 中。 - `requires.anyBins` — 列表；至少一个必须存在于 `PATH` 中。 - `requires.env` — 列表；环境变量必须存在\*\*或\*\*在配置中提供。 - `requires.config` — `openclaw.json` 路径列表，必须为真值。 - `primaryEnv` — 与 `skills.entries..apiKey` 关联的环境变量名称。 - `install` — macOS Skills UI 使用的可选安装器规格数组（brew/node/go/uv/download）。 沙箱隔离注意事项： - `requires.bins` 在 Skills 加载时在\*\*宿主机\*\*上检查。 - 如果智能体处于沙箱隔离状态，二进制文件也必须存在于\*\*容器内部\*\*。通过 `agents.defaults.sandbox.docker.setupCommand`（或自定义镜像）安装它。`setupCommand` 在容器创建后运行一次。包安装还需要网络出口、可写的根文件系统和沙箱中的 root 用户。示例：`summarize` Skills（`skills/summarize/SKILL.md`）需要 `summarize` CLI 在沙箱容器中才能运行。 安装器示例： ```markdown --- name: gemini description: Use Gemini CLI for coding assistance and Google search lookups. metadata: { "openclaw": { "emoji": "♊️", "requires": { "bins": ["gemini"] }, "install": [ { "id": "brew", "kind": "brew", "formula": "gemini-cli", "bins": ["gemini"], "label": "Install Gemini CLI (brew)", }, ], }, } --- ``` 注意事项： - 如果列出了多个安装器，Gateway 网关会选择\*\*单个\*\*首选选项（可用时选择 brew，否则选择 node）。 - 如果所有安装器都是 `download`，OpenClaw 会列出每个条目，以便你查看可用的构件。 - 安装器规格可以包含 `os: ["darwin"|"linux"|"win32"]` 按平台过滤选项。 - Node 安装遵循 `openclaw.json` 中的 `skills.install.nodeManager`（默认：npm；选项：npm/pnpm/yarn/bun）。这仅影响 \*\*Skills 安装\*\*；Gateway 网关运行时应仍为 Node（不推荐 Bun 用于 WhatsApp/Telegram）。 - Go 安装：如果缺少 `go` 且 `brew` 可用，Gateway 网关会首先通过 Homebrew 安装 Go，并在可能时将 `GOBIN` 设置为 Homebrew 的 `bin`。 - Download 安装：`url`（必填）、`archive`（`tar.gz` | `tar.bz2` | `zip`）、`extract`（默认：检测到归档时自动）、`stripComponents`、`targetDir`（默认：`~/.openclaw/tools/`）。 如果没有 `metadata.openclaw`，该 Skills 始终有资格（除非在配置中禁用或被 `skills.allowBundled` 阻止用于内置 Skills）。 ## 配置覆盖（`~/.openclaw/openclaw.json`） 内置/托管 Skills 可以被切换并提供环境变量值： ```json5 { skills: { entries: { "nano-banana-pro": { enabled: true, apiKey: "GEMINI\_KEY\_HERE", env: { GEMINI\_API\_KEY: "GEMINI\_KEY\_HERE", }, config: { endpoint: "https://example.invalid", model: "nano-pro", }, }, peekaboo: { enabled: true }, sag: { enabled: false }, }, }, } ``` 注意：如果 Skills 名称包含连字符，请用引号括起键名（JSON5 允许带引号的键名）。 配置键默认匹配 \*\*Skills 名称\*\*。如果 Skills 定义了 `metadata.openclaw.skillKey`，请在 `skills.entries` 下使用该键。 规则： - `enabled: false` 禁用该 Skills，即使它是内置/已安装的。 - `env`：\*\*仅在\*\*变量在进程中尚未设置时注入。 - `apiKey`：为声明 `metadata.openclaw.primaryEnv` 的 Skills 提供的便捷字段。 - `config`：用于自定义单 Skills 字段的可选容器；自定义键必须放在这里。 - `allowBundled`：可选的仅用于\*\*内置\*\* Skills 的白名单。如果设置，只有列表中的内置 Skills 才有资格（托管/工作区 Skills 不受影响）。 ## 环境变量注入（每次智能体运行） 当智能体运行开始时，OpenClaw： 1. 读取 Skills 元数据。 2. 将任何 `skills.entries..env` 或 `skills.entries..apiKey` 应用到 `process.env`。 3. 使用\*\*有资格的\*\* Skills 构建系统提示词。 4. 在运行结束后恢复原始环境。 这是\*\*限定于智能体运行范围内的\*\*，不是全局 shell 环境。 ## 会话快照（性能） OpenClaw 在\*\*会话开始时\*\*对有资格的 Skills 进行快照，并在同一会话的后续轮次中重用该列表。对 Skills 或配置的更改在下一个新会话中生效。 当 Skills 监视器启用或出现新的有资格的远程节点时，Skills 也可以在会话中刷新（见下文）。将此视为\*\*热重载\*\*：刷新后的列表会在下一个智能体轮次被获取。 ## 远程 macOS 节点（Linux Gateway 网关） 如果 Gateway 网关运行在 Linux | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/skills.md | main | opebclaw | [
-0.027914386242628098,
0.04540739953517914,
-0.01874261535704136,
-0.0390484556555748,
0.0021138915326446295,
-0.014980209991335869,
0.05643584951758385,
-0.025337884202599525,
-0.03713144734501839,
0.004712875001132488,
0.12196660786867142,
-0.0877242311835289,
0.026196423918008804,
-0.006759357172995806,
0.025469006970524788,
0.08281214535236359,
-0.05988769233226776,
0.07108981162309647,
-0.06420581787824631,
-0.010128667578101158,
0.010369496420025826,
-0.020584335550665855,
0.09255416691303253,
-0.0292378980666399,
-0.05163811147212982,
0.04346456006169319,
-0.028320681303739548,
0.03687644749879837,
0.04930436983704567,
-0.08313871175050735,
-0.027871981263160706,
0.10097279399633408,
0.058087095618247986,
0.0200461708009243,
0.11218447238206863,
0.09033253788948059,
-0.03129804506897926,
-0.008809966035187244,
-0.04857690632343292,
0.047129321843385696,
-0.018053535372018814,
-0.0018873316003009677,
-0.01599811017513275,
-0.04218361899256706,
0.013911313377320766,
0.03732232004404068,
-0.03584182634949684,
-0.03521385043859482,
-0.028915250673890114,
-0.06503629684448242,
-0.09025578200817108,
-0.05748903378844261,
-0.04727904498577118,
-0.010033410042524338,
0.07637280970811844,
-0.02356899157166481,
0.006908826529979706,
-0.03767351806163788,
0.017714161425828934,
-0.01872016303241253,
0.007616003509610891,
0.08103285729885101,
-0.05724971368908882,
-0.015891224145889282,
-0.0606519989669323,
0.00764999957755208,
-0.030877182260155678,
-0.02289137803018093,
-0.034814223647117615,
-0.02792906016111374,
-0.06239745020866394,
-0.025744706392288208,
-0.002701740711927414,
0.01606905832886696,
-0.046679869294166565,
-0.05314739793539047,
-0.009786167182028294,
-0.024824760854244232,
-0.06700382381677628,
-0.13544021546840668,
-0.0653751790523529,
-0.032924164086580276,
0.0575992725789547,
0.00958118587732315,
-0.014030254445970058,
0.10280399769544601,
-0.0945538878440857,
-0.026237163692712784,
0.12042859196662903,
-0.010088449344038963,
0.0336616225540638,
0.0010669397888705134,
0.01063394732773304,
0.028873343020677567,
0.05025387927889824,
0.0005493805510923266,
0.046481918543577194,
0.03697354346513748,
-0.07806103676557541,
0.04925734922289848,
0.03254707530140877,
-0.05873130261898041,
-0.054278187453746796,
-0.023782387375831604,
-0.07689649611711502,
0.018980754539370537,
-0.009350008331239223,
0.0023239972069859505,
0.020359262824058533,
0.011286369524896145,
-0.01111366506665945,
-0.08451270312070847,
0.010266955941915512,
-0.10770819336175919,
-0.029644014313817024,
0.030256230384111404,
-0.04896257445216179,
-0.03167056292295456,
-0.012466798536479473,
-0.0046262494288384914,
0.09588401764631271,
0.017742570489645004,
-0.03552066162228584,
-0.04708298668265343,
0.005968721583485603,
-0.03805576264858246,
0.09928961098194122,
-2.1043382117603884e-33,
0.061884596943855286,
0.08525517582893372,
-0.05394406244158745,
0.014703246764838696,
0.06045382842421532,
-0.08527562767267227,
0.02482454665005207,
-0.01810062862932682,
-0.07509870827198029,
0.039334457367658615,
-0.04006272926926613,
0.0064528449438512325,
-0.1332549899816513,
0.027137570083141327,
0.0419292077422142,
-0.03782195970416069,
-0.009944864548742771,
-0.010521100834012032,
0.025261780247092247,
-0.031719762831926346,
0.030835041776299477,
0.033230122178792953,
-0.009374099783599377,
0.001963407965376973,
-0.007967530749738216,
0.07402899116277695,
0.047977227717638016,
-0.0682331919670105,
0.007299087941646576,
0.03167178854346275,
0.016280552372336388,
0.02910739555954933,
-0.07096409797668457,
0.03772411867976189,
-0.08090606331825256,
0.06316050887107849,
-0.025374099612236023,
-0.030350493267178535,
-0.024092257022857666,
0.014988921582698822,
-0.03588667884469032,
-0.02494046278297901,
0.011836963705718517,
0.019413568079471588,
0.06717883050441742,
-0.0655735582113266,
-0.050595544278621674,
0.006638186983764172,
0.05308293178677559,
-0.017033427953720093,
-0.026446552947163582,
0.03152385726571083,
-0.003808422479778528,
0.0049835206009447575,
-0.001385549665428698,
0.018053149804472923,
-0.0305794645100832,
0.030758002772927284,
-0.06315168738365173,
0.015116826631128788,
0.046005699783563614,
-0.002993079135194421,
-0.045282941311597824,
0.05922352895140648,
0.03424755483865738,
0.00933438166975975,
-0.004080888349562883,
0.008698052726686,
0.11387024074792862,
-0.0713622123003006,
-0.12300402671098709,
0.013743842020630836,
0.09052611142396927,
0.025262601673603058,
-0.06127256527543068,
-0.05561067909002304,
-0.024733930826187134,
-0.0172417052090168,
0.03458927199244499,
-0.04004305601119995,
-0.037791475653648376,
-0.00561545928940177,
-0.06691078841686249,
0.007758475374430418,
-0.0503024198114872,
0.016500841826200485,
0.07680407166481018,
-0.03990091010928154,
-0.014131400734186172,
0.09013431519269943,
-0.10737405717372894,
-0.060810815542936325,
-0.044017914682626724,
-0.006183173973113298,
-0.04681996628642082,
-1.529522117056763e-33,
-0.008170824497938156,
-0.030257871374487877,
-0.07171861827373505,
0.0074339513666927814,
0.006305907852947712,
-0.047701720148324966,
0.021551046520471573,
0.012623690068721771,
-0.002510020276531577,
0.0035908441059291363,
-0.005200854502618313,
0.013133542612195015,
0.005169603042304516,
-0.05439190939068794,
-0.01725645177066326,
-0.010855311527848244,
-0.03657936677336693,
0.11873674392700195,
-0.046917371451854706,
0.040596894919872284,
0.03858844190835953,
0.018399346619844437,
-0.1278390735387802,
0.02786022424697876,
0.004256916232407093,
0.06750472635030746,
0.03697572648525238,
-0.03136508911848068,
0.01979624107480049,
0.060521502047777176,
0.03279182314872742,
-0.06737940013408661,
-0.029698574915528297,
0.07624248415231705,
-0.049101781100034714,
-0.035392336547374725,
-0.0045138755813241005,
-0.044120289385318756,
-0.07170359045267105,
0.0030226048547774553,
0.028065839782357216,
-0.015101413242518902,
-0.03733184188604355,
0.00353552820160985,
-0.03741736710071564,
0.029857486486434937,
-0.052237287163734436,
-0.04607238993048668,
-0.0653526708483696,
-0.07870885729789734,
0.11484359204769135,
0.01579146832227707,
-0.040806714445352554,
-0.06852945685386658,
0.028682483360171318,
0.02691098116338253,
0.02110629715025425,
-0.10848986357450485,
-0.02337668649852276,
-0.06585606932640076,
0.02124451845884323,
0.1190207451581955,
-0.019937235862016678,
0.07924139499664307,
0.06333504617214203,
-0.011523609980940819,
-0.015062760561704636,
0.0318390391767025,
-0.010309073142707348,
-0.1025671735405922,
-0.006859100889414549,
0.026749199256300926,
0.027228636667132378,
-0.07210482656955719,
0.011550464667379856,
-0.014128793962299824,
-0.05341570824384689,
0.0661473199725151,
0.008463089354336262,
0.03781663626432419,
-0.011597773060202599,
-0.07131204754114151,
0.040343306958675385,
0.11526250094175339,
-0.007905305363237858,
0.05509070307016373,
0.012159724719822407,
0.10669325292110443,
0.03556879609823227,
-0.022384094074368477,
-0.012084150686860085,
0.09955986589193344,
0.049258746206760406,
0.045668236911296844,
-0.005556897725909948,
-3.8091439336085386e-8,
-0.0650128573179245,
-0.08241196721792221,
-0.057354722172021866,
-0.051812779158353806,
-0.045023396611213684,
-0.025978198274970055,
-0.06375206261873245,
0.03381507843732834,
-0.022826937958598137,
-0.031851958483457565,
0.060812849551439285,
0.06001218035817146,
-0.10973110795021057,
-0.021423572674393654,
-0.010412685573101044,
0.010568257421255112,
-0.022906696423888206,
0.07907021790742874,
-0.0007709849160164595,
-0.1142505407333374,
0.018783308565616608,
0.06776823848485947,
0.02515760250389576,
-0.049691956490278244,
-0.08912836760282516,
0.02185651659965515,
-0.154311403632164,
0.0051032621413469315,
-0.020868608728051186,
0.07081519067287445,
0.07023164629936218,
-0.05054052174091339,
0.08819475769996643,
0.0037817098200321198,
0.06755354255437851,
0.04962433502078056,
0.05820528790354729,
-0.06106403470039368,
-0.016588930040597916,
0.013216307386755943,
0.05019853264093399,
-0.07111180573701859,
-0.03955523669719696,
0.027235589921474457,
0.0784338191151619,
-0.04519646614789963,
0.013544166460633278,
-0.032448992133140564,
0.04715251177549362,
-0.05960606038570404,
0.0029798122122883797,
-0.019020413979887962,
0.017920102924108505,
-0.021841101348400116,
0.010033320635557175,
0.08469588309526443,
0.041713692247867584,
-0.028798548504710197,
0.03408721834421158,
0.07284971326589584,
0.03675975650548935,
0.03352633863687515,
0.04258297011256218,
0.09130740910768509
] | 0.109215 |
的白名单。如果设置，只有列表中的内置 Skills 才有资格（托管/工作区 Skills 不受影响）。 ## 环境变量注入（每次智能体运行） 当智能体运行开始时，OpenClaw： 1. 读取 Skills 元数据。 2. 将任何 `skills.entries..env` 或 `skills.entries..apiKey` 应用到 `process.env`。 3. 使用\*\*有资格的\*\* Skills 构建系统提示词。 4. 在运行结束后恢复原始环境。 这是\*\*限定于智能体运行范围内的\*\*，不是全局 shell 环境。 ## 会话快照（性能） OpenClaw 在\*\*会话开始时\*\*对有资格的 Skills 进行快照，并在同一会话的后续轮次中重用该列表。对 Skills 或配置的更改在下一个新会话中生效。 当 Skills 监视器启用或出现新的有资格的远程节点时，Skills 也可以在会话中刷新（见下文）。将此视为\*\*热重载\*\*：刷新后的列表会在下一个智能体轮次被获取。 ## 远程 macOS 节点（Linux Gateway 网关） 如果 Gateway 网关运行在 Linux 上但连接了一个\*\*允许 `system.run` 的 macOS 节点\*\*（Exec 批准安全设置未设为 `deny`），当所需的二进制文件存在于该节点上时，OpenClaw 可以将仅限 macOS 的 Skills 视为有资格。智能体应通过 `nodes` 工具（通常是 `nodes.run`）执行这些 Skills。 这依赖于节点报告其命令支持以及通过 `system.run` 进行的二进制文件探测。如果 macOS 节点稍后离线，Skills 仍然可见；调用可能会失败，直到节点重新连接。 ## Skills 监视器（自动刷新） 默认情况下，OpenClaw 监视 Skills 文件夹，并在 `SKILL.md` 文件更改时更新 Skills 快照。在 `skills.load` 下配置： ```json5 { skills: { load: { watch: true, watchDebounceMs: 250, }, }, } ``` ## Token 影响（Skills 列表） 当 Skills 有资格时，OpenClaw 将可用 Skills 的紧凑 XML 列表注入到系统提示词中（通过 `pi-coding-agent` 中的 `formatSkillsForPrompt`）。成本是确定性的： - \*\*基础开销（仅当 ≥1 个 Skills 时）：\*\* 195 字符。 - \*\*每个 Skills：\*\* 97 字符 + XML 转义的 ``、`` 和 `` 值的长度。 公式（字符）： ``` total = 195 + Σ (97 + len(name\_escaped) + len(description\_escaped) + len(location\_escaped)) ``` 注意事项： - XML 转义将 `& < > " '` 扩展为实体（`&`、`<` 等），增加长度。 - Token 数量因模型分词器而异。粗略的 OpenAI 风格估计是 ~4 字符/token，所以\*\*每个 Skills 97 字符 ≈ 24 token\*\* 加上你的实际字段长度。 ## 托管 Skills 生命周期 OpenClaw 作为安装的一部分（npm 包或 OpenClaw.app）发布一组基线 Skills 作为\*\*内置 Skills\*\*。`~/.openclaw/skills` 用于本地覆盖（例如，在不更改内置副本的情况下固定/修补 Skills）。工作区 Skills 由用户拥有，在名称冲突时覆盖两者。 ## 配置参考 参见 [Skills 配置](/tools/skills-config)了解完整的配置 schema。 ## 寻找更多 Skills？ 浏览 https://clawhub.com。 --- | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/skills.md | main | opebclaw | [
-0.03777819871902466,
0.03000292181968689,
-0.0339641198515892,
-0.031598374247550964,
-0.047398749738931656,
-0.018606996163725853,
0.02947220206260681,
-0.0008481734548695385,
-0.013105791062116623,
0.02098732255399227,
0.16631661355495453,
-0.04584205150604248,
0.0210567694157362,
-0.026680797338485718,
0.019639093428850174,
0.02502550184726715,
-0.06670393794775009,
0.042497556656599045,
-0.07545284181833267,
-0.028983697295188904,
-0.01981242373585701,
-0.04717709496617317,
0.03672811761498451,
-0.006858272477984428,
-0.07828905433416367,
0.04332524165511131,
-0.03795963525772095,
0.03556475415825844,
0.0793089047074318,
-0.06179548427462578,
-0.03933115303516388,
0.14782334864139557,
-0.022432276979088783,
0.03298414498567581,
0.11324119567871094,
0.03138523921370506,
0.022578628733754158,
0.02397051453590393,
-0.004158433992415667,
0.03138292580842972,
0.015278470702469349,
-0.044011037796735764,
-0.02474379353225231,
-0.03651471436023712,
0.020258456468582153,
0.030143234878778458,
-0.06669069081544876,
-0.05738982558250427,
-0.10980334132909775,
-0.07837499678134918,
-0.07376045733690262,
0.00837520882487297,
-0.008453713729977608,
-0.04194397106766701,
0.016382437199354172,
-0.022751472890377045,
-0.04011009633541107,
0.016103245317935944,
0.029129933565855026,
-0.0009864189196377993,
-0.03223846107721329,
0.0685061663389206,
-0.06091482937335968,
0.011398416943848133,
-0.09650062024593353,
-0.022711118683218956,
0.012918764725327492,
-0.001017786213196814,
-0.016174107789993286,
-0.008739208802580833,
-0.06316467374563217,
-0.060989588499069214,
-0.04929492622613907,
-0.01779562048614025,
-0.02526385523378849,
-0.05153542384505272,
0.050535477697849274,
-0.015515833161771297,
-0.10929238796234131,
-0.144287109375,
-0.058935511857271194,
0.03481310233473778,
0.027439141646027565,
-0.08956457674503326,
-0.044931404292583466,
0.09525305032730103,
-0.10005071759223938,
-0.03662483021616936,
0.14272309839725494,
-0.029121873900294304,
0.05995543301105499,
-0.04161131754517555,
-0.029694803059101105,
-0.007458727806806564,
0.07795530557632446,
-0.03513800725340843,
0.04943656921386719,
0.03303268924355507,
-0.03607529029250145,
0.029891623184084892,
-0.0006170345586724579,
-0.0595872662961483,
-0.04405123367905617,
-0.049041688442230225,
-0.0923539251089096,
0.019054105505347252,
0.02890853025019169,
0.022763941437005997,
0.05085176229476929,
0.03134917467832565,
-0.02680988237261772,
-0.082962267100811,
0.03063335455954075,
-0.09124815464019775,
0.036928463727235794,
0.031984224915504456,
-0.08686063438653946,
-0.026699021458625793,
0.06215561181306839,
0.010598338209092617,
0.04830057546496391,
0.012228762730956078,
-0.015631018206477165,
-0.01555679738521576,
-0.06499335914850235,
-0.077713243663311,
0.09193083643913269,
-2.7875160593331164e-33,
0.010533690452575684,
0.03779294341802597,
-0.0726502314209938,
-0.05943823233246803,
0.04755622521042824,
-0.05545466020703316,
0.02900531515479088,
-0.026428094133734703,
-0.05362679064273834,
0.05249940976500511,
-0.00039861403638496995,
0.023931095376610756,
-0.12957970798015594,
0.0305960550904274,
-0.004888556897640228,
0.00039345663390122354,
-0.05494922026991844,
-0.00201816251501441,
0.03413773328065872,
-0.03586772829294205,
0.04995272308588028,
0.03255300223827362,
0.014443986117839813,
0.0006701259990222752,
0.027958858758211136,
0.017687954008579254,
-0.010302138514816761,
-0.046973202377557755,
-0.05030053108930588,
0.030915390700101852,
0.0033918784465640783,
0.040279872715473175,
-0.06505903601646423,
0.051983077079057693,
-0.06429650634527206,
0.061357419937849045,
0.013927297666668892,
-0.013012946583330631,
-0.030959296971559525,
-0.034398093819618225,
-0.03366991877555847,
-0.0323958583176136,
0.034939926117658615,
0.05397343635559082,
0.03199273347854614,
-0.054752495139837265,
-0.02970793843269348,
0.026082804426550865,
0.04123383387923241,
-0.02302311360836029,
-0.020746536552906036,
0.027160320430994034,
0.016444500535726547,
-0.0007219146937131882,
0.04053106531500816,
-0.004561179783195257,
-0.08448738604784012,
0.027247928082942963,
-0.01953536458313465,
0.026028715074062347,
0.038152582943439484,
0.03580867499113083,
-0.07127481698989868,
-0.005047821439802647,
0.030202332884073257,
0.011570409871637821,
-0.04316483810544014,
0.0005901428521610796,
0.15535159409046173,
-0.09258140623569489,
-0.08349093794822693,
0.00455407565459609,
0.04115467891097069,
-0.00593985803425312,
0.015663275495171547,
-0.06452212482690811,
-0.023190177977085114,
-0.0019242112757638097,
0.044749677181243896,
-0.009068422019481659,
-0.059149812906980515,
0.0008563600131310523,
-0.062492989003658295,
-0.016818199306726456,
-0.015774568542838097,
0.037227731198072433,
0.1112450510263443,
-0.04126236215233803,
-0.03964635729789734,
0.04076458886265755,
-0.06405868381261826,
-0.045374203473329544,
-0.02637273259460926,
0.014698009006679058,
0.01770765520632267,
-3.483241390745911e-33,
-0.022659998387098312,
0.026677152141928673,
-0.04273984208703041,
0.026723843067884445,
0.008486676961183548,
-0.045759815722703934,
0.06455789506435394,
-0.029522685334086418,
-0.006274102721363306,
-0.021916396915912628,
-0.04140587896108627,
-0.013908784836530685,
-0.04710030183196068,
-0.041043270379304886,
0.0007267174660228193,
-0.03416725993156433,
-0.0410066619515419,
0.08289597183465958,
-0.007677072659134865,
0.07561780512332916,
-0.016215668991208076,
0.03534187749028206,
-0.15199723839759827,
0.029110658913850784,
0.002020192565396428,
0.016745908185839653,
0.03460835665464401,
-0.013866586610674858,
0.042244743555784225,
0.034943100064992905,
0.03582203760743141,
-0.01218586228787899,
-0.06681572645902634,
0.08704401552677155,
-0.030590154230594635,
-0.0642729103565216,
0.0016619168454781175,
-0.024126848205924034,
-0.07030647993087769,
-0.022610517218708992,
0.017611928284168243,
-0.016613734886050224,
-0.023258432745933533,
-0.008163451217114925,
-0.020121892914175987,
0.10352609306573868,
0.008936752565205097,
-0.053850747644901276,
-0.05855976790189743,
-0.08820576965808868,
0.14007742702960968,
0.026101352646946907,
-0.02533756010234356,
-0.03374556824564934,
0.040161896497011185,
0.038857899606227875,
0.025096993893384933,
-0.08013597875833511,
-0.07718157023191452,
-0.05600520223379135,
0.061041209846735,
0.07416434586048126,
-0.0023851089645177126,
0.059187375009059906,
0.06367391347885132,
-0.03060312196612358,
0.004151880741119385,
0.02971617504954338,
0.03942692652344704,
-0.07777110487222672,
-0.04768242686986923,
-0.016135679557919502,
0.06266472488641739,
-0.11481887102127075,
0.009312688373029232,
-0.03281770646572113,
-0.05672227963805199,
0.03813774883747101,
0.024309424683451653,
0.0020081859547644854,
-0.04229890927672386,
-0.05497206002473831,
0.014327478595077991,
0.11038356274366379,
-0.003689022269099951,
0.05642487481236458,
0.038038525730371475,
0.08095497637987137,
0.02272883430123329,
0.002431898145005107,
0.020902344956994057,
-0.0030657686293125153,
0.004251459613442421,
0.054619744420051575,
0.02080444060266018,
-4.816754639591636e-8,
-0.023563528433442116,
-0.09709207713603973,
-0.039271630346775055,
-0.04001859575510025,
0.0010204362915828824,
-0.010486625134944916,
-0.04715319722890854,
0.009345460683107376,
-0.05197950080037117,
0.017859874293208122,
0.016236573457717896,
0.029612954705953598,
-0.0979415699839592,
0.003275808645412326,
-0.036269549280405045,
0.05054018273949623,
-0.050429537892341614,
0.0632864311337471,
0.013878816738724709,
-0.12366902083158493,
0.02930433489382267,
0.02606274001300335,
-0.014510955661535263,
-0.07455123960971832,
-0.11728321760892868,
0.02411060780286789,
-0.1707121878862381,
0.014215934090316296,
-0.05712686851620674,
0.05346249043941498,
0.06132330000400543,
-0.07064848393201828,
0.07193932682275772,
-0.03552764654159546,
0.10303882509469986,
-0.03420734405517578,
0.04545286297798157,
-0.06316976249217987,
-0.021983155980706215,
-0.019779538735747337,
0.05025320500135422,
-0.03860873728990555,
0.005614256951957941,
0.028180329129099846,
0.07369791716337204,
-0.04908955469727516,
0.04088400676846504,
-0.009408602491021156,
0.0377160906791687,
-0.040789615362882614,
0.011467413045465946,
0.026427118107676506,
-0.006686399225145578,
-0.05897124856710434,
0.021438730880618095,
0.03261698782444,
0.005834341049194336,
-0.006094553507864475,
0.008495243266224861,
0.04570106044411659,
0.00021774732158519328,
0.06741366535425186,
0.061846863478422165,
0.04290793836116791
] | 0.023263 |
# 工具（OpenClaw） OpenClaw 为 browser、canvas、nodes 和 cron 暴露\*\*一流的智能体工具\*\*。 这些工具取代了旧的 `openclaw-\*` Skills：工具是类型化的，无需调用 shell， 智能体应该直接依赖它们。 ## 禁用工具 你可以通过 `openclaw.json` 中的 `tools.allow` / `tools.deny` 全局允许/拒绝工具 （deny 优先）。这会阻止不允许的工具被发送到模型提供商。 ```json5 { tools: { deny: ["browser"] }, } ``` 注意： - 匹配不区分大小写。 - 支持 `\*` 通配符（`"\*"` 表示所有工具）。 - 如果 `tools.allow` 仅引用未知或未加载的插件工具名称，OpenClaw 会记录警告并忽略允许列表，以确保核心工具保持可用。 ## 工具配置文件（基础允许列表） `tools.profile` 在 `tools.allow`/`tools.deny` 之前设置\*\*基础工具允许列表\*\*。 按智能体覆盖：`agents.list[].tools.profile`。 配置文件： - `minimal`：仅 `session\_status` - `coding`：`group:fs`、`group:runtime`、`group:sessions`、`group:memory`、`image` - `messaging`：`group:messaging`、`sessions\_list`、`sessions\_history`、`sessions\_send`、`session\_status` - `full`：无限制（与未设置相同） 示例（默认仅消息，同时允许 Slack + Discord 工具）： ```json5 { tools: { profile: "messaging", allow: ["slack", "discord"], }, } ``` 示例（coding 配置文件，但在所有地方拒绝 exec/process）： ```json5 { tools: { profile: "coding", deny: ["group:runtime"], }, } ``` 示例（全局 coding 配置文件，仅消息的支持智能体）： ```json5 { tools: { profile: "coding" }, agents: { list: [ { id: "support", tools: { profile: "messaging", allow: ["slack"] }, }, ], }, } ``` ## 特定提供商的工具策略 使用 `tools.byProvider` 为特定提供商（或单个 `provider/model`）\*\*进一步限制\*\*工具， 而不更改你的全局默认值。 按智能体覆盖：`agents.list[].tools.byProvider`。 这在基础工具配置文件\*\*之后\*\*和允许/拒绝列表\*\*之前\*\*应用， 因此它只能缩小工具集。 提供商键接受 `provider`（例如 `google-antigravity`）或 `provider/model`（例如 `openai/gpt-5.2`）。 示例（保持全局 coding 配置文件，但 Google Antigravity 使用最小工具）： ```json5 { tools: { profile: "coding", byProvider: { "google-antigravity": { profile: "minimal" }, }, }, } ``` 示例（针对不稳定端点的 provider/model 特定允许列表）： ```json5 { tools: { allow: ["group:fs", "group:runtime", "sessions\_list"], byProvider: { "openai/gpt-5.2": { allow: ["group:fs", "sessions\_list"] }, }, }, } ``` 示例（针对单个提供商的智能体特定覆盖）： ```json5 { agents: { list: [ { id: "support", tools: { byProvider: { "google-antigravity": { allow: ["message", "sessions\_list"] }, }, }, }, ], }, } ``` ## 工具组（简写） 工具策略（全局、智能体、沙箱）支持 `group:\*` 条目，它们会展开为多个工具。 在 `tools.allow` / `tools.deny` 中使用这些。 可用的组： - `group:runtime`：`exec`、`bash`、`process` - `group:fs`：`read`、`write`、`edit`、`apply\_patch` - `group:sessions`：`sessions\_list`、`sessions\_history`、`sessions\_send`、`sessions\_spawn`、`session\_status` - `group:memory`：`memory\_search`、`memory\_get` - `group:web`：`web\_search`、`web\_fetch` - `group:ui`：`browser`、`canvas` - `group:automation`：`cron`、`gateway` - `group:messaging`：`message` - `group:nodes`：`nodes` - `group:openclaw`：所有内置 OpenClaw 工具（不包括提供商插件） 示例（仅允许文件工具 + browser）： ```json5 { tools: { allow: ["group:fs", "browser"], }, } ``` ## 插件 + 工具 插件可以在核心集之外注册\*\*额外的工具\*\*（和 CLI 命令）。 参见[插件](/plugin)了解安装 + 配置，以及 [Skills](/tools/skills) 了解 工具使用指导如何被注入到提示中。一些插件随工具一起提供自己的 Skills （例如，voice-call 插件）。 可选的插件工具： - [Lobster](/tools/lobster)：带有可恢复审批的类型化工作流运行时（需要 Gateway 网关主机上的 Lobster CLI）。 - [LLM Task](/tools/llm-task)：用于结构化工作流输出的 JSON-only LLM 步骤（可选 schema 验证）。 ## 工具清单 ### `apply\_patch` 跨一个或多个文件应用结构化补丁。用于多块编辑。 实验性：通过 `tools.exec.applyPatch.enabled` 启用（仅 OpenAI 模型）。 ### `exec` 在工作区中运行 shell 命令。 核心参数： - `command`（必需） - `yieldMs`（超时后自动后台运行，默认 10000） - `background`（立即后台运行） - `timeout`（秒；超过则终止进程，默认 1800） - `elevated`（布尔值；如果启用/允许提升模式，则在主机上运行；仅在智能体被沙箱隔离时改变行为） - `host`（`sandbox | gateway | node`） - `security`（`deny | allowlist | full`） - `ask`（`off | on-miss | always`） - `node`（`host=node` 时的节点 id/名称） - 需要真正的 TTY？设置 `pty: true`。 注意： - 后台运行时返回带有 `sessionId` 的 `status: "running"`。 - 使用 `process` 来轮询/日志/写入/终止/清除后台会话。 - 如果不允许 `process`，`exec` 会同步运行并忽略 `yieldMs`/`background`。 - `elevated` 受 `tools.elevated` 加上任何 `agents.list[].tools.elevated` 覆盖的门控（两者都必须允许），是 `host=gateway` + `security=full` 的别名。 - `elevated` 仅在智能体被沙箱隔离时改变行为（否则是空操作）。 - `host=node` 可以针对 macOS 配套应用或无头节点主机（`openclaw node run`）。 - Gateway 网关/节点审批和允许列表：[执行审批](/tools/exec-approvals)。 ### `process` 管理后台 exec 会话。 核心操作： - `list`、`poll`、`log`、`write`、`kill`、`clear`、`remove` 注意： - `poll` 返回新输出，完成时返回退出状态。 - `log` 支持基于行的 `offset`/`limit`（省略 `offset` 以获取最后 N 行）。 - `process` 按智能体作用域；来自其他智能体的会话不可见。 ### `web\_search` 使用 Brave Search API 搜索网络。 核心参数： - `query`（必需） - `count`（1-10；默认来自 `tools.web.search.maxResults`） 注意： - 需要 Brave API 密钥（推荐：`openclaw configure --section web`，或设置 `BRAVE\_API\_KEY`）。 - 通过 `tools.web.search.enabled` 启用。 - 响应被缓存（默认 15 分钟）。 - 参见 [Web 工具](/tools/web) 了解设置。 ### `web\_fetch` 从 URL 获取并提取可读内容（HTML → markdown/text）。 核心参数： - `url`（必需） - `extractMode`（`markdown` | `text`） - `maxChars`（截断长页面） 注意： - 通过 `tools.web.fetch.enabled` 启用。 - 响应被缓存（默认 15 分钟）。 - 对于 JS 密集型网站，优先使用 browser 工具。 - 参见 [Web 工具](/tools/web) 了解设置。 - 参见 [Firecrawl](/tools/firecrawl) 了解可选的反机器人回退。 ### `browser` 控制专用的 OpenClaw 管理的浏览器。 核心操作： - `status`、`start`、`stop`、`tabs`、`open`、`focus`、`close` - `snapshot`（aria/ai） - `screenshot`（返回图像块 + `MEDIA:`） - `act`（UI 操作：click/type/press/hover/drag/select/fill/resize/wait/evaluate） - `navigate`、`console`、`pdf`、`upload`、`dialog` 配置文件管理： - `profiles` — 列出所有浏览器配置文件及其状态 - `create-profile` — 使用自动分配的端口（或 `cdpUrl`）创建新配置文件 - `delete-profile` — 停止浏览器，删除用户数据，从配置中移除（仅本地） - `reset-profile` — 终止配置文件端口上的孤儿进程（仅本地） 常用参数： - `profile`（可选；默认为 `browser.defaultProfile`） - `target`（`sandbox` | `host` | `node`） - `node`（可选；选择特定的节点 id/名称） 注意： - 需要 `browser.enabled=true`（默认为 `true`；设置为 `false` 以禁用）。 - 所有操作接受可选的 `profile` 参数以支持多实例。 - 当省略 `profile` 时，使用 `browser.defaultProfile`（默认为"chrome"）。 - 配置文件名称：仅小写字母数字 + 连字符（最多 64 字符）。 - 端口范围：18800-18899（最多约 100 个配置文件）。 - 远程配置文件仅支持附加（无 start/stop/reset）。 - 如果连接了支持浏览器的节点，工具可能会自动路由到它（除非你固定了 `target`）。 - 安装 Playwright 时 `snapshot` 默认为 `ai`；使用 `aria` 获取无障碍树。 - `snapshot` 还支持角色快照选项（`interactive`、`compact`、`depth`、`selector`），返回像 `e12` 这样的引用。 - `act` 需要来自 `snapshot` 的 `ref`（AI 快照中的数字 `12`，或角色快照中的 `e12`）；对于罕见的 CSS 选择器需求使用 `evaluate`。 - 默认避免 `act` → `wait`；仅在特殊情况下使用（没有可靠的 UI 状态可等待）。 - `upload` 可以选择性地传递 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/index.md | main | opebclaw | [
-0.10550076514482498,
0.07376934587955475,
-0.06075222045183182,
-0.05097115412354469,
-0.008891806937754154,
-0.10458551347255707,
-0.03295088931918144,
-0.005515765398740768,
-0.004717441741377115,
-0.02081928960978985,
0.09353964030742645,
-0.029998373240232468,
0.0188512671738863,
0.03346187248826027,
0.05449497699737549,
0.06929652392864227,
-0.0859266072511673,
0.03937593847513199,
-0.017498794943094254,
-0.06116968020796776,
-0.017021866515278816,
-0.0036172408144921064,
0.003495135111734271,
-0.0004411335103213787,
-0.07340488582849503,
-0.01706709899008274,
-0.053332943469285965,
0.03235209360718727,
0.028525374829769135,
-0.014293180778622627,
-0.01448447722941637,
0.022126393392682076,
-0.01589317061007023,
0.023713046684861183,
0.08998898416757584,
0.09279309213161469,
0.01536460779607296,
-0.08342565596103668,
-0.03655673563480377,
0.0022353529930114746,
0.02909701317548752,
0.04288490116596222,
-0.06648042798042297,
-0.06970945745706558,
-0.01664944551885128,
-0.10833071917295456,
-0.06183136627078056,
-0.04063934460282326,
-0.06595557928085327,
-0.008548129349946976,
-0.1120232418179512,
-0.025744009763002396,
-0.04884668439626694,
-0.10640956461429596,
-0.03322507068514824,
-0.057156793773174286,
-0.06836520880460739,
0.03456564620137215,
0.10887430608272552,
0.057450491935014725,
-0.0015927760396152735,
0.03955486789345741,
-0.06083622947335243,
0.03083203360438347,
-0.10006865859031677,
0.010884583927690983,
-0.060939013957977295,
-0.006735395174473524,
-0.04411781206727028,
0.037304531782865524,
-0.008810852654278278,
-0.0578472800552845,
-0.04843340069055557,
0.005458073690533638,
-0.0008406940032728016,
-0.05553038418292999,
-0.010470747016370296,
-0.04018360748887062,
-0.12623649835586548,
-0.07671789079904556,
-0.048656243830919266,
-0.04758979752659798,
0.005024957004934549,
0.01871391385793686,
-0.06494630128145218,
0.19671215116977692,
-0.061128415167331696,
0.005129572004079819,
0.10028640180826187,
-0.005658670794218779,
0.01966087333858013,
-0.060576699674129486,
0.005493925418704748,
0.02265973389148712,
0.047691479325294495,
-0.049396682530641556,
0.05269476771354675,
0.03583606332540512,
-0.12812753021717072,
0.07935970276594162,
0.0037825258914381266,
-0.04317505657672882,
-0.010350484400987625,
-0.03788648173213005,
-0.004154783207923174,
0.025068966671824455,
0.020577816292643547,
0.07909657061100006,
0.007782101631164551,
0.009657377377152443,
-0.03535206988453865,
-0.004192066378891468,
-0.023518426343798637,
-0.14296385645866394,
-0.034099478274583817,
0.03112092986702919,
-0.02270606718957424,
-0.008968750946223736,
0.056869443506002426,
0.04511035978794098,
0.1311386376619339,
0.01253052894026041,
-0.06167154759168625,
-0.05209954082965851,
0.060665663331747055,
-0.05631791427731514,
0.08289027959108353,
2.939092933464781e-33,
0.020864129066467285,
-0.00012263936514500529,
-0.04267598316073418,
-0.037151481956243515,
0.04852272570133209,
-0.06131935492157936,
0.035458747297525406,
0.010298681445419788,
-0.09820391982793808,
0.04230326786637306,
0.04531308263540268,
0.037207018584012985,
-0.07209388166666031,
0.007023409008979797,
0.0315549410879612,
-0.03078753687441349,
0.025147147476673126,
-0.005790346302092075,
0.08169491589069366,
0.005939848255366087,
0.024456413462758064,
-0.019954996183514595,
-0.0041856346651911736,
0.058099620044231415,
-0.05577850714325905,
0.036460332572460175,
-0.04628496244549751,
0.0074852388352155685,
-0.0035621398128569126,
0.041660524904727936,
0.06926601380109787,
0.023427747189998627,
-0.019042575731873512,
0.049566175788640976,
-0.02083585411310196,
0.013169125653803349,
-0.0005037753144279122,
-0.019857725128531456,
-0.0477915033698082,
-0.07323069870471954,
0.01791786588728428,
-0.036625683307647705,
-0.08950251340866089,
-0.0040151518769562244,
0.042775534093379974,
-0.08416185528039932,
-0.11358378082513809,
-0.02377185970544815,
-0.005957006011158228,
-0.015947375446558,
-0.06049365922808647,
0.10741350799798965,
0.03162254020571709,
0.045216094702482224,
0.009094348177313805,
-0.06920679658651352,
-0.05505781248211861,
-0.0020088166929781437,
0.0032752840779721737,
-0.0177806057035923,
0.06000065430998802,
0.032261159271001816,
-0.011366959661245346,
0.018226807937026024,
0.019632216542959213,
-0.0185313168913126,
-0.006714966613799334,
0.026867549866437912,
0.014549392275512218,
-0.02019086293876171,
-0.06868045032024384,
0.037993479520082474,
0.05935022607445717,
0.06375882029533386,
-0.05953789874911308,
-0.09629080444574356,
0.009407910518348217,
0.05649038404226303,
0.05054368078708649,
-0.01975446566939354,
0.031216921284794807,
-0.06287313997745514,
-0.0011557189282029867,
0.0008698008023202419,
-0.016842452809214592,
0.06280644237995148,
0.05490819737315178,
0.042773254215717316,
0.02105848491191864,
0.05044925585389137,
-0.04924081265926361,
-0.02244887314736843,
-0.018039630725979805,
-0.014807230792939663,
-0.04505549371242523,
-8.279012590313125e-33,
-0.012193620204925537,
0.003896045731380582,
-0.030414512380957603,
0.009150170721113682,
-0.03977484628558159,
-0.054855119436979294,
0.015972286462783813,
-0.047618914395570755,
0.015970703214406967,
0.03951120004057884,
-0.0027552067767828703,
0.01742670126259327,
0.009244782850146294,
-0.013101557269692421,
0.040216345340013504,
0.014979924075305462,
-0.02274462580680847,
-0.017303016036748886,
-0.05589260160923004,
0.01839190162718296,
-0.05601787567138672,
0.07691269367933273,
-0.061602864414453506,
0.07085990905761719,
0.04520045965909958,
-0.027547365054488182,
0.011993931606411934,
-0.017626909539103508,
-0.024968020617961884,
-0.005970078986138105,
-0.031259533017873764,
0.016574913635849953,
-0.052007369697093964,
0.04956214502453804,
0.019500089809298515,
-0.07378843426704407,
0.001428276882506907,
0.10693959891796112,
-0.0057576191611588,
-0.0494854673743248,
0.09798286110162735,
-0.016166063025593758,
-0.06416101008653641,
0.02207568660378456,
-0.0452084057033062,
0.06350275874137878,
-0.0070891897194087505,
-0.015167614445090294,
-0.06995122879743576,
-0.06464413553476334,
0.05652185529470444,
0.013517660088837147,
0.05794738233089447,
-0.12989841401576996,
0.06572004407644272,
-0.007754111662507057,
0.05095001310110092,
-0.09409274905920029,
-0.04113680496811867,
-0.0494946613907814,
0.03402208909392357,
-0.07336585968732834,
-0.08171999454498291,
0.0750524029135704,
0.06485791504383087,
-0.049992676824331284,
-0.062268104404211044,
0.0319952517747879,
0.0019173186738044024,
-0.09136651456356049,
-0.02528068609535694,
0.010739505290985107,
0.07965531200170517,
-0.035476744174957275,
0.01378978043794632,
-0.02317921631038189,
-0.008145805448293686,
0.002654300769791007,
0.013452845625579357,
0.09168712049722672,
0.018248308449983597,
0.006245994474738836,
0.017760638147592545,
0.07495405524969101,
0.007148273754864931,
-0.04875805601477623,
-0.054395176470279694,
0.05706927180290222,
-0.017243899405002594,
0.007177351973950863,
0.022332584485411644,
0.04304807633161545,
0.009621081873774529,
0.05128003656864166,
0.05420895665884018,
-4.859781199684221e-8,
-0.03547091409564018,
-0.11363887041807175,
-0.060940951108932495,
0.008745589293539524,
0.012589026242494583,
0.017253637313842773,
-0.04748346656560898,
-0.04106888920068741,
0.006695705931633711,
-0.013306989334523678,
0.04892125353217125,
0.017800208181142807,
-0.08334212005138397,
0.014980269595980644,
-0.10815834999084473,
0.033687934279441833,
-0.06296657025814056,
0.057154878973960876,
0.04863668605685234,
-0.06027229502797127,
-0.04463540017604828,
-0.013036632910370827,
0.058707330375909805,
-0.014571021310985088,
-0.0564613863825798,
-0.0230390802025795,
-0.10647135227918625,
0.018877612426877022,
-0.09144783020019531,
0.009134615771472454,
-0.024274928495287895,
-0.07684261351823807,
0.0423632450401783,
-0.014325561001896858,
0.005466541741043329,
0.02250409871339798,
0.0014512038324028254,
-0.028540462255477905,
-0.062039270997047424,
-0.018973609432578087,
0.08219659328460693,
-0.014591426588594913,
-0.0224933885037899,
-0.008995713666081429,
-0.01784531958401203,
0.002732455264776945,
0.041311707347631454,
-0.01621229201555252,
0.06449328362941742,
-0.06957999616861343,
0.01058573741465807,
0.006351918447762728,
0.07748892158269882,
-0.014533638022840023,
0.04504059627652168,
0.038731228560209274,
0.08496061712503433,
-0.0600627139210701,
-0.0112728551030159,
0.10999797284603119,
0.007246094290167093,
0.055936284363269806,
0.08915483951568604,
0.03974790498614311
] | 0.089563 |
+ 连字符（最多 64 字符）。 - 端口范围：18800-18899（最多约 100 个配置文件）。 - 远程配置文件仅支持附加（无 start/stop/reset）。 - 如果连接了支持浏览器的节点，工具可能会自动路由到它（除非你固定了 `target`）。 - 安装 Playwright 时 `snapshot` 默认为 `ai`；使用 `aria` 获取无障碍树。 - `snapshot` 还支持角色快照选项（`interactive`、`compact`、`depth`、`selector`），返回像 `e12` 这样的引用。 - `act` 需要来自 `snapshot` 的 `ref`（AI 快照中的数字 `12`，或角色快照中的 `e12`）；对于罕见的 CSS 选择器需求使用 `evaluate`。 - 默认避免 `act` → `wait`；仅在特殊情况下使用（没有可靠的 UI 状态可等待）。 - `upload` 可以选择性地传递 `ref` 以在准备后自动点击。 - `upload` 还支持 `inputRef`（aria 引用）或 `element`（CSS 选择器）以直接设置 ``。 ### `canvas` 驱动节点 Canvas（present、eval、snapshot、A2UI）。 核心操作： - `present`、`hide`、`navigate`、`eval` - `snapshot`（返回图像块 + `MEDIA:`） - `a2ui\_push`、`a2ui\_reset` 注意： - 底层使用 Gateway 网关 `node.invoke`。 - 如果未提供 `node`，工具会选择默认值（单个连接的节点或本地 mac 节点）。 - A2UI 仅限 v0.8（无 `createSurface`）；CLI 会拒绝 v0.9 JSONL 并显示行错误。 - 快速冒烟测试：`openclaw nodes canvas a2ui push --node --text "Hello from A2UI"`。 ### `nodes` 发现和定位配对的节点；发送通知；捕获摄像头/屏幕。 核心操作： - `status`、`describe` - `pending`、`approve`、`reject`（配对） - `notify`（macOS `system.notify`） - `run`（macOS `system.run`） - `camera\_snap`、`camera\_clip`、`screen\_record` - `location\_get` 注意： - 摄像头/屏幕命令需要节点应用在前台。 - 图像返回图像块 + `MEDIA:`。 - 视频返回 `FILE:`（mp4）。 - 位置返回 JSON 负载（lat/lon/accuracy/timestamp）。 - `run` 参数：`command` argv 数组；可选的 `cwd`、`env`（`KEY=VAL`）、`commandTimeoutMs`、`invokeTimeoutMs`、`needsScreenRecording`。 示例（`run`）： ```json { "action": "run", "node": "office-mac", "command": ["echo", "Hello"], "env": ["FOO=bar"], "commandTimeoutMs": 12000, "invokeTimeoutMs": 45000, "needsScreenRecording": false } ``` ### `image` 使用配置的图像模型分析图像。 核心参数： - `image`（必需的路径或 URL） - `prompt`（可选；默认为"Describe the image."） - `model`（可选覆盖） - `maxBytesMb`（可选大小上限） 注意： - 仅在配置了 `agents.defaults.imageModel`（主要或回退）时可用，或者当可以从你的默认模型 + 配置的认证推断出隐式图像模型时（尽力配对）。 - 直接使用图像模型（独立于主聊天模型）。 ### `message` 跨 Discord/Google Chat/Slack/Telegram/WhatsApp/Signal/iMessage/MS Teams 发送消息和渠道操作。 核心操作： - `send`（文本 + 可选媒体；MS Teams 还支持用于 Adaptive Cards 的 `card`） - `poll`（WhatsApp/Discord/MS Teams 投票） - `react` / `reactions` / `read` / `edit` / `delete` - `pin` / `unpin` / `list-pins` - `permissions` - `thread-create` / `thread-list` / `thread-reply` - `search` - `sticker` - `member-info` / `role-info` - `emoji-list` / `emoji-upload` / `sticker-upload` - `role-add` / `role-remove` - `channel-info` / `channel-list` - `voice-status` - `event-list` / `event-create` - `timeout` / `kick` / `ban` 注意： - `send` 通过 Gateway 网关路由 WhatsApp；其他渠道直接发送。 - `poll` 对 WhatsApp 和 MS Teams 使用 Gateway 网关；Discord 投票直接发送。 - 当消息工具调用绑定到活动聊天会话时，发送被限制到该会话的目标以避免跨上下文泄露。 ### `cron` 管理 Gateway 网关定时任务和唤醒。 核心操作： - `status`、`list` - `add`、`update`、`remove`、`run`、`runs` - `wake`（入队系统事件 + 可选的立即心跳） 注意： - `add` 期望完整的定时任务对象（与 `cron.add` RPC 相同的 schema）。 - `update` 使用 `{ id, patch }`。 ### `gateway` 重启或对运行中的 Gateway 网关进程应用更新（就地）。 核心操作： - `restart`（授权 + 发送 `SIGUSR1` 进行进程内重启；`openclaw gateway` 就地重启） - `config.get` / `config.schema` - `config.apply`（验证 + 写入配置 + 重启 + 唤醒） - `config.patch`（合并部分更新 + 重启 + 唤醒） - `update.run`（运行更新 + 重启 + 唤醒） 注意： - 使用 `delayMs`（默认 2000）以避免中断进行中的回复。 - `restart` 默认禁用；使用 `commands.restart: true` 启用。 ### `sessions\_list` / `sessions\_history` / `sessions\_send` / `sessions\_spawn` / `session\_status` 列出会话，检查转录历史，或发送到另一个会话。 核心参数： - `sessions\_list`：`kinds?`、`limit?`、`activeMinutes?`、`messageLimit?`（0 = 无） - `sessions\_history`：`sessionKey`（或 `sessionId`）、`limit?`、`includeTools?` - `sessions\_send`：`sessionKey`（或 `sessionId`）、`message`、`timeoutSeconds?`（0 = fire-and-forget） - `sessions\_spawn`：`task`、`label?`、`agentId?`、`model?`、`runTimeoutSeconds?`、`cleanup?` - `session\_status`：`sessionKey?`（默认当前；接受 `sessionId`）、`model?`（`default` 清除覆盖） 注意： - `main` 是规范的私聊键；global/unknown 是隐藏的。 - `messageLimit > 0` 获取每个会话的最后 N 条消息（工具消息被过滤）。 - 当 `timeoutSeconds > 0` 时，`sessions\_send` 等待最终完成。 - 递送/宣告发生在完成后，是尽力而为的；`status: "ok"` 确认智能体运行完成，而不是宣告已递送。 - `sessions\_spawn` 启动子智能体运行并将宣告回复发送回请求者聊天。 - `sessions\_spawn` 是非阻塞的，立即返回 `status: "accepted"`。 - `sessions\_send` 运行回复往返乒乓（回复 `REPLY\_SKIP` 以停止；最大轮次通过 `session.agentToAgent.maxPingPongTurns`，0-5）。 - 乒乓之后，目标智能体运行一个\*\*宣告步骤\*\*；回复 `ANNOUNCE\_SKIP` 以抑制宣告。 ### `agents\_list` 列出当前会话可以用 `sessions\_spawn` 定位的智能体 id。 注意： - 结果受每智能体允许列表限制（`agents.list[].subagents.allowAgents`）。 - 当配置为 `["\*"]` 时，工具包含所有已配置的智能体并标记 `allowAny: true`。 ## 参数（通用） Gateway 网关支持的工具（`canvas`、`nodes`、`cron`）： - `gatewayUrl`（默认 `ws://127.0.0.1:18789`） - `gatewayToken`（如果启用了认证） - `timeoutMs` Browser 工具： - `profile`（可选；默认为 `browser.defaultProfile`） - `target`（`sandbox` | `host` | `node`） - `node`（可选；固定特定的节点 id/名称） ## 推荐的智能体流程 浏览器自动化： 1. `browser` → `status` / `start` 2. `snapshot`（ai 或 aria） 3. `act`（click/type/press） 4. `screenshot` 如果你需要视觉确认 Canvas 渲染： 1. `canvas` → `present` 2. `a2ui\_push`（可选） 3. `snapshot` 节点定位： 1. `nodes` → `status` 2. 在选定的节点上 `describe` 3. `notify` / `run` / `camera\_snap` / `screen\_record` ## 安全性 - 避免直接 `system.run`；仅在用户明确同意时使用 `nodes` → `run`。 - 尊重用户对摄像头/屏幕捕获的同意。 - 在调用媒体命令前使用 `status/describe` 确保权限。 ## 工具如何呈现给智能体 工具通过两个并行渠道暴露： 1. \*\*系统提示文本\*\*：人类可读的列表 + 指导。 2. \*\*工具 schema\*\*：发送到模型 API 的结构化函数定义。 这意味着智能体同时看到"存在哪些工具"和"如何调用它们"。如果工具 没有出现在系统提示或 schema 中，模型就无法调用它。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/index.md | main | opebclaw | [
-0.07988518476486206,
-0.03440428897738457,
-0.050149258226156235,
-0.0746280699968338,
0.010202784091234207,
0.053891997784376144,
0.02188870683312416,
0.04721284285187721,
0.041536953300237656,
0.02424296736717224,
0.08595571666955948,
-0.017657451331615448,
0.03540165349841118,
-0.028545597568154335,
0.005056310910731554,
-0.015164961107075214,
-0.06588136404752731,
-0.01602359116077423,
-0.01161736249923706,
-0.013909938745200634,
-0.024749072268605232,
-0.0727430135011673,
-0.015506815165281296,
-0.0350053608417511,
-0.009587251581251621,
-0.027656665071845055,
-0.09939585626125336,
0.035000625997781754,
0.02350183203816414,
-0.10483173280954361,
-0.03711307421326637,
0.08726271986961365,
0.024065162986516953,
0.003619554452598095,
0.051897719502449036,
0.1221676617860794,
-0.027440883219242096,
-0.06400062143802643,
-0.06537168473005295,
0.021841304376721382,
-0.04111715033650398,
0.0023675456177443266,
-0.009063600562512875,
-0.03191906958818436,
0.054967690259218216,
0.017803242430090904,
-0.06539792567491531,
-0.03317937254905701,
-0.12740418314933777,
-0.006642460823059082,
-0.1364702731370926,
0.06019013375043869,
-0.0014918268425390124,
0.016506589949131012,
0.054398730397224426,
0.014908078126609325,
0.05403567850589752,
0.04368200898170471,
0.04263437166810036,
-0.012688522227108479,
-0.07634077966213226,
-0.018999285995960236,
-0.007626602426171303,
-0.026421362534165382,
-0.02302418276667595,
0.038537025451660156,
-0.0020978429820388556,
-0.027542440220713615,
-0.003400404006242752,
0.03174262493848801,
-0.08673037588596344,
0.01655350811779499,
-0.007715136744081974,
0.0034748457837849855,
-0.031133407726883888,
-0.012001176364719868,
-0.004746801219880581,
-0.03547947481274605,
-0.07866571098566055,
-0.11985509842634201,
-0.0588826909661293,
-0.1224406510591507,
-0.06923579424619675,
-0.06187590956687927,
-0.08957904577255249,
0.056065671145915985,
-0.04009118676185608,
-0.053486719727516174,
0.078031025826931,
0.017319515347480774,
0.0371130034327507,
-0.004130948334932327,
0.004236605949699879,
0.11280781030654907,
0.0977780744433403,
0.02737194113433361,
0.030394846573472023,
0.07125037908554077,
0.0501069575548172,
0.027926485985517502,
0.016019633039832115,
0.04501307010650635,
-0.005173109006136656,
-0.038241054862737656,
-0.05971891060471535,
-0.07975733280181885,
-0.03299858421087265,
0.020552335307002068,
-0.05154329910874367,
-0.020455695688724518,
0.014186850748956203,
-0.024253442883491516,
-0.009642617776989937,
-0.060386430472135544,
-0.0023953248746693134,
0.010984273627400398,
0.022694580256938934,
-0.06348791718482971,
0.02637159824371338,
0.011864366941154003,
0.08995114266872406,
0.06375479698181152,
-0.06766114383935928,
-0.011258896440267563,
-0.08971332013607025,
-0.002804239047691226,
0.07637062668800354,
3.385772337911604e-33,
-0.019083166494965553,
-0.06615246832370758,
-0.06885147839784622,
-0.015322735533118248,
-0.0018096957355737686,
-0.09211679548025131,
-0.010914957150816917,
0.006866398733109236,
-0.07683555036783218,
-0.025564556941390038,
0.02041844092309475,
-0.002047919435426593,
-0.07458585500717163,
-0.0022633541375398636,
-0.013745428994297981,
-0.062396470457315445,
0.026349756866693497,
0.04286807030439377,
-0.05336533486843109,
-0.05186307057738304,
0.044976070523262024,
-0.012815459631383419,
-0.01122444961220026,
-0.010528847575187683,
-0.03127795085310936,
0.07472331821918488,
0.038057584315538406,
-0.03488731011748314,
-0.06256713718175888,
0.0039768763817846775,
0.020569227635860443,
-0.03640264272689819,
-0.08127638697624207,
0.02052808552980423,
0.011646617203950882,
-0.017258916050195694,
-0.03518247976899147,
-0.013386471197009087,
0.008654631674289703,
-0.08730357885360718,
-0.11327540874481201,
0.05075417086482048,
-0.02300824038684368,
-0.013588893227279186,
0.0012558797607198358,
-0.1586805284023285,
-0.060204800218343735,
0.05873195454478264,
0.0565333291888237,
0.0025852795224636793,
0.0010833073174580932,
0.05471572279930115,
0.053304605185985565,
-0.04989033564925194,
-0.005409985780715942,
-0.03251194953918457,
-0.03451566398143768,
-0.005628055892884731,
-0.05878692492842674,
0.028817392885684967,
0.06046568229794502,
0.012786779552698135,
0.006381722632795572,
0.039744120091199875,
0.012515462003648281,
0.07412320375442505,
-0.022884251549839973,
-0.05435194820165634,
0.07559706270694733,
-0.031884994357824326,
-0.07793927192687988,
-0.038442403078079224,
0.0382283553481102,
0.02887997403740883,
0.04487423226237297,
-0.05669334530830383,
-0.07714025676250458,
-0.0460776723921299,
-0.009951723739504814,
-0.07357364892959595,
-0.014763295650482178,
0.016528036445379257,
-0.10663319379091263,
-0.0671723484992981,
-0.02679813653230667,
-0.03477178141474724,
-0.019789161160588264,
0.006759611424058676,
-0.07726141810417175,
-0.031220464035868645,
-0.09950131922960281,
-0.00906604528427124,
-0.017058096826076508,
0.023241128772497177,
0.03546489402651787,
-1.1372060018905101e-32,
0.04293135926127434,
0.03219221904873848,
-0.023268120363354683,
0.05120907351374626,
0.001367840333841741,
-0.03565596789121628,
0.015852898359298706,
0.037997767329216,
0.03548000752925873,
0.05491630360484123,
-0.09397803992033005,
0.022559093311429024,
-0.054995905607938766,
0.01033422164618969,
-0.03550894185900688,
0.02546699158847332,
0.042390428483486176,
0.009652641601860523,
0.013663036748766899,
0.005686243996024132,
0.04495016112923622,
0.025272060185670853,
-0.11065822839736938,
0.028151677921414375,
-0.020825937390327454,
0.0477743037045002,
0.025723926723003387,
-0.01783776469528675,
-0.007300290744751692,
-0.001338890753686428,
0.02473609708249569,
-0.03189656883478165,
-0.063962422311306,
0.15617352724075317,
-0.03825519233942032,
-0.07135023921728134,
0.06226460263133049,
-0.009484147652983665,
-0.022985339164733887,
0.006362759508192539,
0.09653487801551819,
0.015115221962332726,
-0.0006948653026483953,
-0.024336358532309532,
-0.00047592190094292164,
0.04637161269783974,
-0.01620001345872879,
0.001696239341981709,
-0.08061964809894562,
-0.07488560676574707,
0.02378861978650093,
-0.003188999369740486,
0.00795185286551714,
-0.06916164606809616,
0.03023865446448326,
-0.005045479629188776,
-0.06482938677072525,
-0.060549862682819366,
-0.09147452563047409,
-0.02727600559592247,
0.10524245351552963,
0.06067630276083946,
-0.009555374272167683,
-0.06297677010297775,
0.031883057206869125,
0.017342476174235344,
-0.07851353287696838,
-0.05317412316799164,
-0.015873361378908157,
-0.10837586969137192,
0.07516086846590042,
0.030073536559939384,
0.020574161782860756,
-0.04096627235412598,
-0.08267781138420105,
0.0030202597845345736,
-0.0525728277862072,
0.08870397508144379,
-0.008758111856877804,
0.016478989273309708,
-0.04196227714419365,
0.010377508588135242,
-0.003665204392746091,
0.1269838660955429,
-0.06157693266868591,
0.07038730382919312,
0.0285378135740757,
0.07487545162439346,
-0.020374378189444542,
-0.0388113409280777,
0.015332122333347797,
0.07142125815153122,
0.10375984013080597,
0.03987014666199684,
-0.022097865119576454,
-6.898069671024132e-8,
-0.04925524815917015,
-0.05066106468439102,
-0.032131265848875046,
0.02551444247364998,
-0.018204011023044586,
0.003081254195421934,
-0.07681379467248917,
-0.09658794850111008,
-0.021532533690333366,
-0.0890500620007515,
0.06004174053668976,
-0.07305841147899628,
0.006154813803732395,
-0.049064215272665024,
-0.04041621834039688,
-0.06834526360034943,
-0.037397973239421844,
0.029253659769892693,
-0.04293438792228699,
0.014643591828644276,
-0.04287593811750412,
0.01934743858873844,
0.007801047060638666,
-0.043903764337301254,
-0.06499508023262024,
0.016344483941793442,
-0.07358821481466293,
0.007241812068969011,
-0.023456374183297157,
-0.015666555613279343,
0.0462864525616169,
0.019211672246456146,
0.06565603613853455,
-0.08383095264434814,
0.03546252101659775,
0.02902018465101719,
0.08305691182613373,
0.008333747275173664,
0.03644730523228645,
0.009762286208570004,
-0.003479263512417674,
-0.08354892581701279,
-0.028453735634684563,
0.05923628434538841,
0.05260719731450081,
-0.06200578808784485,
-0.057519204914569855,
-0.027273016050457954,
-0.001882448443211615,
-0.01182230468839407,
0.0028587791603058577,
-0.04485585540533066,
-0.08238431066274643,
-0.006035622209310532,
0.08925236016511917,
0.0005692171980626881,
-0.04954633116722107,
0.00973080936819315,
0.039871662855148315,
0.07559919357299805,
0.08131799846887589,
0.05270586535334587,
-0.03691762685775757,
0.08912486582994461
] | 0.111289 |
# Skills 配置 所有 Skills 相关配置都位于 `~/.openclaw/openclaw.json` 中的 `skills` 下。 ```json5 { skills: { allowBundled: ["gemini", "peekaboo"], load: { extraDirs: ["~/Projects/agent-scripts/skills", "~/Projects/oss/some-skill-pack/skills"], watch: true, watchDebounceMs: 250, }, install: { preferBrew: true, nodeManager: "npm", // npm | pnpm | yarn | bun（Gateway 网关运行时仍为 Node；不推荐 bun） }, entries: { "nano-banana-pro": { enabled: true, apiKey: "GEMINI\_KEY\_HERE", env: { GEMINI\_API\_KEY: "GEMINI\_KEY\_HERE", }, }, peekaboo: { enabled: true }, sag: { enabled: false }, }, }, } ``` ## 字段 - `allowBundled`：可选的仅用于\*\*内置\*\* Skills 的白名单。设置后，只有列表中的内置 Skills 才有资格（托管/工作区 Skills 不受影响）。 - `load.extraDirs`：要扫描的附加 Skills 目录（最低优先级）。 - `load.watch`：监视 Skills 文件夹并刷新 Skills 快照（默认：true）。 - `load.watchDebounceMs`：Skills 监视器事件的防抖时间（毫秒）（默认：250）。 - `install.preferBrew`：在可用时优先使用 brew 安装器（默认：true）。 - `install.nodeManager`：node 安装器偏好（`npm` | `pnpm` | `yarn` | `bun`，默认：npm）。这仅影响 \*\*Skills 安装\*\*；Gateway 网关运行时应仍为 Node（不推荐 Bun 用于 WhatsApp/Telegram）。 - `entries.`：单 Skills 覆盖。 单 Skills 字段： - `enabled`：设置为 `false` 以禁用某个 Skills，即使它是内置/已安装的。 - `env`：为智能体运行注入的环境变量（仅在尚未设置时）。 - `apiKey`：可选的便捷字段，用于声明主环境变量的 Skills。 ## 注意事项 - `entries` 下的键默认映射到 Skills 名称。如果 Skills 定义了 `metadata.openclaw.skillKey`，则使用该键。 - 启用监视器后，Skills 的更改会在下一个智能体轮次被获取。 ### 沙箱隔离的 Skills + 环境变量 当会话处于\*\*沙箱隔离\*\*状态时，Skills 进程在 Docker 内运行。沙箱\*\*不会\*\*继承宿主机的 `process.env`。 使用以下方式之一： - `agents.defaults.sandbox.docker.env`（或单智能体的 `agents.list[].sandbox.docker.env`） - 将环境变量烘焙到你的自定义沙箱镜像中 全局 `env` 和 `skills.entries..env/apiKey` 仅适用于\*\*宿主机\*\*运行。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/skills-config.md | main | opebclaw | [
-0.06792435795068741,
0.028587432578206062,
-0.0020807518158107996,
0.04192323237657547,
0.05853759124875069,
-0.025640280917286873,
-0.03912906348705292,
-0.03826082497835159,
-0.05803949758410454,
-0.007845224812626839,
0.06272520124912262,
-0.033193282783031464,
-0.04542155563831329,
0.006319310050457716,
0.12320362031459808,
0.10542071610689163,
-0.047201503068208694,
-0.008274676278233528,
0.01583300717175007,
-0.08541859686374664,
-0.01796072907745838,
-0.0018163822824135423,
0.06481572240591049,
-0.03210587799549103,
-0.04373498260974884,
-0.03864803537726402,
-0.060575518757104874,
0.064295195043087,
0.02017214708030224,
-0.027352673932909966,
0.039409130811691284,
0.09791573882102966,
-0.013864932581782341,
0.04134330898523331,
0.08656314015388489,
0.10405793786048889,
-0.013563577085733414,
-0.11877088248729706,
-0.06868430972099304,
-0.01947236992418766,
0.1104782223701477,
0.0644860491156578,
-0.0711284875869751,
-0.08689166605472565,
-0.03660225868225098,
-0.04296768456697464,
-0.010107076726853848,
-0.09227616339921951,
0.008590372279286385,
0.04286147281527519,
-0.13531537353992462,
-0.09282072633504868,
0.006684245076030493,
-0.13004149496555328,
-0.0007230787887237966,
0.07375986874103546,
-0.021913325414061546,
0.0012539190938696265,
0.01704854890704155,
-0.06443623453378677,
0.07989408075809479,
-0.04704703018069267,
-0.07015123218297958,
-0.0039961133152246475,
-0.06302283704280853,
-0.007461291737854481,
-0.08398634940385818,
0.056734349578619,
0.00151614542119205,
-0.04582013934850693,
0.0400049090385437,
-0.03026738204061985,
-0.03464154526591301,
0.0030480779241770506,
-0.02740698866546154,
-0.006655589211732149,
0.06487676501274109,
-0.02094109170138836,
-0.03212606906890869,
-0.02842235565185547,
-0.15749859809875488,
-0.04823877662420273,
0.007176582235842943,
0.04288936033844948,
-0.04128706082701683,
0.14254115521907806,
-0.008207145147025585,
0.00045628208317793906,
0.0225637536495924,
-0.0061360131949186325,
0.003549069631844759,
-0.11181331425905228,
-0.017972778528928757,
0.034689322113990784,
-0.015137800015509129,
0.06011101230978966,
0.03922860324382782,
0.03384346887469292,
-0.09579819440841675,
0.091157466173172,
-0.04956049099564552,
-0.03566080704331398,
0.04536312818527222,
0.03322916850447655,
-0.04636203497648239,
0.03208504617214203,
-0.03649038448929787,
0.0764351561665535,
0.015973156318068504,
0.0695953220129013,
-0.003712285542860627,
0.05412665382027626,
-0.004835562314838171,
-0.045358698815107346,
-0.09758059680461884,
0.054151687771081924,
-0.08736830204725266,
0.002502145478501916,
0.006446780636906624,
0.14959514141082764,
0.13829438388347626,
0.0013859838945791125,
-0.03213930502533913,
-0.0009888079948723316,
-0.011248135007917881,
-0.04340292513370514,
0.02231859788298607,
2.9753808114166497e-33,
0.11502496898174286,
0.007776505779474974,
0.020798036828637123,
0.013290424831211567,
0.11001146584749222,
-0.059248264878988266,
0.07415376603603363,
0.01722666807472706,
-0.1091562807559967,
0.021990926936268806,
-0.021280933171510696,
0.0456552691757679,
-0.08667539805173874,
0.006500154733657837,
-0.0019307219190523028,
-0.05922162905335426,
-0.03380803391337395,
-0.03481174260377884,
0.05669600889086723,
0.009918960742652416,
0.01171961147338152,
-0.04052244871854782,
-0.07817262411117554,
0.001271478016860783,
-0.0713677629828453,
0.056790791451931,
0.0467318519949913,
-0.025419725105166435,
0.013071008957922459,
0.05003780871629715,
0.09864258021116257,
-0.02240443415939808,
-0.013597780838608742,
0.02876286953687668,
-0.01823464408516884,
-0.011782257817685604,
-0.06691481918096542,
-0.013494365848600864,
-0.09907019138336182,
-0.030584946274757385,
0.059850629419088364,
-0.0030300996731966734,
-0.06260996311903,
-0.010081350803375244,
-0.03329094499349594,
-0.06461931020021439,
0.03647304326295853,
-0.0003233402967453003,
0.049496863037347794,
0.025752853602170944,
-0.029458336532115936,
0.0359073244035244,
0.04745595157146454,
-0.005948412697762251,
0.04581426456570625,
-0.043657682836055756,
0.019808990880846977,
0.004752660170197487,
-0.03706706687808037,
-0.054822370409965515,
0.03316010162234306,
0.04525209218263626,
0.0456535667181015,
0.012167050503194332,
0.026175424456596375,
0.03428961709141731,
0.015282499603927135,
0.016458163037896156,
0.05092716962099075,
0.025541821494698524,
-0.05254603549838066,
0.012011472135782242,
0.06051620841026306,
0.05223320424556732,
-0.06349069625139236,
-0.08245723694562912,
0.01125988457351923,
-0.002923335414379835,
0.05613416060805321,
-0.014900237321853638,
0.006450724322348833,
-0.037645790725946426,
-0.04401138052344322,
0.03730412572622299,
0.012572781182825565,
0.0019352615345269442,
0.030361702665686607,
-0.03359619900584221,
0.026268096640706062,
0.02913268841803074,
0.006274223793298006,
0.0043384660966694355,
-0.01709410361945629,
-0.07905741780996323,
-0.12724320590496063,
-4.195647905351835e-33,
0.008115317672491074,
-0.04732494056224823,
-0.006650993600487709,
0.0008632210083305836,
0.021840136498212814,
-0.05445246025919914,
0.06405871361494064,
-0.009503534995019436,
0.005286050029098988,
0.015811169520020485,
-0.014996825717389584,
0.018140625208616257,
0.049115125089883804,
-0.061147596687078476,
0.008698967285454273,
0.08480764180421829,
-0.06623286008834839,
0.00899957399815321,
0.04935723543167114,
-0.006793789099901915,
-0.04612168297171593,
0.07370106875896454,
-0.003341678762808442,
0.05784255266189575,
0.03907396271824837,
-0.03342435881495476,
0.014218015596270561,
0.004029675852507353,
-0.06272980570793152,
-0.039630062878131866,
0.015565966255962849,
0.0013452016282826662,
-0.10658923536539078,
0.07598976045846939,
-0.04105008393526077,
0.004773711320012808,
-0.050081342458724976,
0.09452122449874878,
0.007724590599536896,
0.03910601884126663,
-0.0029384035151451826,
-0.03228848800063133,
-0.09564854949712753,
-0.0012408709153532982,
-0.049055326730012894,
-0.0094917556270957,
-0.02121100202202797,
0.027899861335754395,
-0.06262768059968948,
-0.035193972289562225,
0.06866669654846191,
0.05229886248707771,
0.01264458429068327,
-0.02409064583480358,
0.015308193862438202,
0.021966775879263878,
0.04897898808121681,
-0.07493431866168976,
-0.028604058548808098,
-0.04708298668265343,
0.04537143558263779,
-0.09756936877965927,
-0.05167250707745552,
0.055450305342674255,
0.03793864697217941,
-0.07282672822475433,
-0.047117847949266434,
0.06455915421247482,
-0.045204371213912964,
-0.08113809674978256,
-0.047188274562358856,
0.03886912018060684,
0.07662239670753479,
-0.05897613987326622,
0.016674252226948738,
-0.009604611434042454,
-0.022769402712583542,
0.009525622241199017,
0.023129252716898918,
0.020695868879556656,
-0.05581524968147278,
0.03535328060388565,
0.014006219804286957,
0.055778805166482925,
0.06044919416308403,
0.006314763333648443,
0.0389794185757637,
0.10809709131717682,
0.02153019793331623,
0.019219087436795235,
-0.04274308681488037,
0.05552464723587036,
0.03084602579474449,
0.0395011268556118,
0.004144128877669573,
-5.2244342185758796e-8,
-0.062054604291915894,
-0.04789857938885689,
-0.10393314063549042,
0.041894301772117615,
0.031681157648563385,
-0.017049705609679222,
-0.020170792937278748,
0.031167201697826385,
0.007113189902156591,
0.0422402024269104,
0.0838509351015091,
0.03672454506158829,
-0.10901539027690887,
0.03209656849503517,
0.0034130692947655916,
-0.00016087558469735086,
-0.04152108356356621,
0.1568574756383896,
-0.03400589898228645,
-0.03236224874854088,
0.03714907541871071,
0.07788620889186859,
0.012042805552482605,
-0.0012855918612331152,
-0.004642706364393234,
-0.007458738051354885,
-0.0430535227060318,
0.0024029368069022894,
-0.044612955302000046,
0.009624014608561993,
-0.06570898741483688,
-0.05331241339445114,
0.05723307281732559,
-0.05635566636919975,
-0.006834552623331547,
0.009957627393305302,
0.024051595479249954,
0.0014759317273274064,
-0.010103746317327023,
0.034764450043439865,
0.04365331679582596,
-0.013223210349678993,
-0.04924548789858818,
0.019247116521000862,
-0.033441584557294846,
-0.046647779643535614,
0.014327460899949074,
0.03983692452311516,
0.046970903873443604,
-0.021585771813988686,
0.005586192011833191,
-0.03894438594579697,
-0.0021351841278374195,
-0.02965426631271839,
-0.007430998608469963,
0.07412055134773254,
0.03516240045428276,
-0.01768471673130989,
-0.029961109161376953,
0.01653108187019825,
0.07176270335912704,
-0.003339375602081418,
0.017626479268074036,
-0.01196935586631298
] | 0.053726 |
# 浏览器故障排除（Linux） ## 问题："Failed to start Chrome CDP on port 18800" OpenClaw 的浏览器控制服务器无法启动 Chrome/Brave/Edge/Chromium，出现以下错误： ``` {"error":"Error: Failed to start Chrome CDP on port 18800 for profile \"openclaw\"."} ``` ### 根本原因 在 Ubuntu（和许多 Linux 发行版）上，默认的 Chromium 安装是 \*\*snap 包\*\*。Snap 的 AppArmor 限制会干扰 OpenClaw 启动和监控浏览器进程的方式。 `apt install chromium` 命令安装的是一个重定向到 snap 的存根包： ``` Note, selecting 'chromium-browser' instead of 'chromium' chromium-browser is already the newest version (2:1snap1-0ubuntu2). ``` 这不是真正的浏览器——它只是一个包装器。 ### 解决方案 1：安装 Google Chrome（推荐） 安装官方 Google Chrome `.deb` 包，它不受 snap 沙箱限制： ```bash wget https://dl.google.com/linux/direct/google-chrome-stable\_current\_amd64.deb sudo dpkg -i google-chrome-stable\_current\_amd64.deb sudo apt --fix-broken install -y # if there are dependency errors ``` 然后更新你的 OpenClaw 配置（`~/.openclaw/openclaw.json`）： ```json { "browser": { "enabled": true, "executablePath": "/usr/bin/google-chrome-stable", "headless": true, "noSandbox": true } } ``` ### 解决方案 2：使用 Snap Chromium 的仅附加模式 如果你必须使用 snap Chromium，配置 OpenClaw 附加到手动启动的浏览器： 1. 更新配置： ```json { "browser": { "enabled": true, "attachOnly": true, "headless": true, "noSandbox": true } } ``` 2. 手动启动 Chromium： ```bash chromium-browser --headless --no-sandbox --disable-gpu \ --remote-debugging-port=18800 \ --user-data-dir=$HOME/.openclaw/browser/openclaw/user-data \ about:blank & ``` 3. 可选创建 systemd 用户服务以自动启动 Chrome： ```ini # ~/.config/systemd/user/openclaw-browser.service [Unit] Description=OpenClaw Browser (Chrome CDP) After=network.target [Service] ExecStart=/snap/bin/chromium --headless --no-sandbox --disable-gpu --remote-debugging-port=18800 --user-data-dir=%h/.openclaw/browser/openclaw/user-data about:blank Restart=on-failure RestartSec=5 [Install] WantedBy=default.target ``` 启用：`systemctl --user enable --now openclaw-browser.service` ### 验证浏览器是否工作 检查状态： ```bash curl -s http://127.0.0.1:18791/ | jq '{running, pid, chosenBrowser}' ``` 测试浏览： ```bash curl -s -X POST http://127.0.0.1:18791/start curl -s http://127.0.0.1:18791/tabs ``` ### 配置参考 | 选项 | 描述 | 默认值 | | ------------------------ | ------------------------------------------------------------- | ------------------------------------------------ | | `browser.enabled` | 启用浏览器控制 | `true` | | `browser.executablePath` | Chromium 系浏览器二进制文件路径（Chrome/Brave/Edge/Chromium） | 自动检测（当默认浏览器是 Chromium 系时优先使用） | | `browser.headless` | 无 GUI 运行 | `false` | | `browser.noSandbox` | 添加 `--no-sandbox` 标志（某些 Linux 设置需要） | `false` | | `browser.attachOnly` | 不启动浏览器，仅附加到现有浏览器 | `false` | | `browser.cdpPort` | Chrome DevTools Protocol 端口 | `18800` | ### 问题："Chrome extension relay is running, but no tab is connected" 你正在使用 `chrome` 配置文件（扩展中继）。它期望 OpenClaw 浏览器扩展附加到一个活动标签页。 修复选项： 1. \*\*使用托管浏览器：\*\* `openclaw browser start --browser-profile openclaw` （或设置 `browser.defaultProfile: "openclaw"`）。 2. \*\*使用扩展中继：\*\* 安装扩展，打开一个标签页，然后点击 OpenClaw 扩展图标来附加它。 注意事项： - `chrome` 配置文件在可能时使用你的\*\*系统默认 Chromium 浏览器\*\*。 - 本地 `openclaw` 配置文件自动分配 `cdpPort`/`cdpUrl`；仅为远程 CDP 设置这些。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/browser-linux-troubleshooting.md | main | opebclaw | [
-0.033479563891887665,
-0.010865041986107826,
0.027816925197839737,
-0.07652917504310608,
0.014684595167636871,
-0.05720964074134827,
-0.08155722171068192,
0.0947212278842926,
-0.09858360886573792,
-0.10536885261535645,
0.119024857878685,
-0.0808677151799202,
-0.012579253874719143,
0.01871955394744873,
0.06137504056096077,
0.06404034793376923,
0.023695064708590508,
-0.009389092214405537,
0.1039644107222557,
0.06009046360850334,
-0.10258547961711884,
-0.12334371358156204,
-0.016305122524499893,
-0.023894593119621277,
-0.05062141269445419,
0.03387901932001114,
-0.06611604243516922,
-0.030666086822748184,
0.025768987834453583,
-0.039209358394145966,
-0.009649387560784817,
0.059356991201639175,
0.07618092745542526,
-0.04287669435143471,
0.1135740578174591,
0.037570275366306305,
-0.05142875388264656,
-0.0018939936999231577,
-0.14586703479290009,
0.021090563386678696,
0.011974141001701355,
0.046575386077165604,
-0.027267586439847946,
0.012645659036934376,
-0.03139791265130043,
-0.08777890354394913,
-0.026152273640036583,
-0.023450056090950966,
-0.03889596462249756,
0.004212376195937395,
-0.06931798905134201,
0.0383763313293457,
-0.004912911914288998,
-0.023817479610443115,
-0.018345940858125687,
0.05547549948096275,
-0.043526988476514816,
0.02455497905611992,
0.12129803746938705,
0.056045547127723694,
0.0013968145940452814,
0.006896129809319973,
0.02045396901667118,
0.0365714468061924,
-0.028637932613492012,
0.06261036545038223,
-0.01253591664135456,
-0.08396995812654495,
-0.006624595727771521,
0.023411603644490242,
0.007105849217623472,
0.022054307162761688,
-0.02528468146920204,
-0.009701194241642952,
-0.04158272221684456,
-0.022562703117728233,
0.06396925449371338,
0.032288409769535065,
-0.09706728160381317,
-0.06556923687458038,
-0.08263539522886276,
-0.06336014717817307,
-0.05429865047335625,
0.009933438152074814,
-0.020903699100017548,
0.14998893439769745,
-0.057158343493938446,
-0.13782478868961334,
0.005870566237717867,
-0.063297800719738,
0.002319494727998972,
-0.012609541416168213,
0.009674951434135437,
0.016598843038082123,
0.04552488774061203,
0.027322066947817802,
0.11006112396717072,
0.06377748399972916,
-0.0475054606795311,
0.016353510320186615,
0.04325980320572853,
0.0003801200946327299,
-0.02194937691092491,
-0.065379299223423,
-0.0483834370970726,
0.002187626902014017,
-0.03371965140104294,
0.005616853479295969,
0.003394000232219696,
-0.018339985981583595,
0.027279574424028397,
-0.04373985901474953,
0.002783202799037099,
-0.09008988738059998,
-0.03691207617521286,
-0.02010384388267994,
-0.02009943127632141,
0.014233337715268135,
0.09407186508178711,
0.0688585415482521,
0.05662250146269798,
0.013813111931085587,
-0.10637687891721725,
-0.07665765285491943,
0.014731200411915779,
-0.03051527589559555,
0.14352108538150787,
1.90539956820814e-33,
0.033766407519578934,
-0.04166272282600403,
-0.03154159337282181,
-0.050553712993860245,
0.05721204727888107,
-0.0433092899620533,
0.027751002460718155,
-0.03464646637439728,
-0.06590719521045685,
0.026892807334661484,
0.06686943769454956,
-0.014894291758537292,
-0.13682222366333008,
-0.019804397597908974,
0.018162885680794716,
0.010117901489138603,
-0.054688986390829086,
0.0019606053829193115,
0.026534203439950943,
-0.04514841362833977,
-0.01233004778623581,
0.0008323523215949535,
-0.08456096053123474,
-0.01121344231069088,
-0.053914476186037064,
0.03387279435992241,
-0.020212223753333092,
0.02373366244137287,
-0.028894387185573578,
0.017324460670351982,
0.02028210274875164,
0.008938631042838097,
-0.03988245502114296,
0.046489790081977844,
-0.01971673220396042,
-0.03286802023649216,
0.0035961063113063574,
-0.009618647396564484,
-0.10773191601037979,
-0.00843246653676033,
-0.009036671370267868,
0.0375162810087204,
-0.021597880870103836,
-0.032063186168670654,
0.09392467886209488,
-0.0851791650056839,
-0.04850001260638237,
-0.02422269806265831,
0.08630673587322235,
-0.023769428953528404,
-0.0801919549703598,
-0.024574872106313705,
0.055680401623249054,
0.048922423273324966,
-0.02545221894979477,
-0.09113742411136627,
-0.03624294698238373,
-0.004940871614962816,
-0.034421756863594055,
-0.03546074405312538,
0.001564638689160347,
0.028919722884893417,
-0.007477284409105778,
0.05870809033513069,
0.022837994620203972,
-0.031127801164984703,
0.0327882319688797,
0.049146778881549835,
-0.027946794405579567,
-0.015714488923549652,
-0.09473671764135361,
-0.04689290001988411,
0.0370468832552433,
0.025354722514748573,
0.01850258745253086,
-0.04179755598306656,
-0.00913318619132042,
-0.01951543055474758,
0.07142509520053864,
-0.0013268716866150498,
-0.022072020918130875,
-0.013603433966636658,
-0.05378025770187378,
0.021885596215724945,
0.006739335600286722,
0.03756360709667206,
0.017908377572894096,
0.053125303238630295,
-0.00573909655213356,
0.08234909176826477,
-0.07821335643529892,
-0.020400922745466232,
0.016071246936917305,
0.07974611222743988,
-0.04534757882356644,
-6.607565417935406e-33,
-0.08648210763931274,
0.015856362879276276,
0.042924750596284866,
-0.03754885122179985,
-0.044703904539346695,
-0.009024420753121376,
-0.009379297494888306,
-0.005544102285057306,
0.006709565408527851,
-0.025178972631692886,
0.03203890100121498,
0.050369858741760254,
0.01194495428353548,
-0.012894134037196636,
-0.003193783573806286,
0.13649524748325348,
0.014937175437808037,
-0.019794927909970284,
-0.09163463860750198,
0.022288672626018524,
-0.02340688370168209,
0.012029501609504223,
-0.08493848890066147,
0.11295310407876968,
0.061981771141290665,
0.04190671443939209,
0.11766739189624786,
-0.03588741645216942,
0.059972915798425674,
-0.02626454457640648,
0.05468248575925827,
0.060325708240270615,
-0.033762603998184204,
0.101925790309906,
0.030515264719724655,
0.01886080764234066,
0.020198432728648186,
-0.03347034752368927,
-0.00855843722820282,
-0.013938648626208305,
-0.013024753890931606,
-0.03394288942217827,
0.02531573921442032,
-0.006617135833948851,
0.019671818241477013,
0.10612859576940536,
0.06471357494592667,
-0.08079667389392853,
-0.07444451004266739,
0.014037585817277431,
0.024054208770394325,
0.016320113092660904,
0.017792873084545135,
0.012564866803586483,
0.03690149635076523,
-0.004889985546469688,
-0.027517667040228844,
0.019447071477770805,
-0.02922115847468376,
-0.10105910897254944,
0.03997441753745079,
0.0200593750923872,
-0.08571729809045792,
0.013401951640844345,
-0.03349968418478966,
0.020416559651494026,
-0.07800737023353577,
0.06063097342848778,
-0.07498213648796082,
-0.0439499095082283,
-0.03684266656637192,
0.05076401308178902,
0.057362865656614304,
-0.0619211308658123,
-0.04859397932887077,
-0.004854980856180191,
0.06039288640022278,
-0.011068882420659065,
-0.0026859587524086237,
-0.009254899807274342,
0.055035900324583054,
0.03860321268439293,
0.03490428999066353,
-0.007814005017280579,
-0.051046986132860184,
-0.04743647947907448,
-0.019318101927638054,
0.018490495160222054,
0.01785900816321373,
-0.02135729417204857,
-0.04916587844491005,
0.04840586334466934,
-0.06126519292593002,
0.03611501678824425,
0.028456268832087517,
-4.859005997559507e-8,
0.0743902251124382,
-0.044771041721105576,
-0.08736172318458557,
-0.010164234787225723,
0.08057556301355362,
-0.05693456903100014,
-0.05538582056760788,
-0.013786393217742443,
-0.06061369925737381,
-0.017570845782756805,
0.00589589960873127,
0.08558441698551178,
-0.06654960662126541,
0.066532664000988,
-0.02304493635892868,
0.0048068524338305,
-0.06010459363460541,
0.04881385713815689,
0.06467939913272858,
-0.04055355489253998,
-0.016848523169755936,
-0.03226602450013161,
0.06620612740516663,
-0.03681778162717819,
-0.030392080545425415,
0.010493973270058632,
0.050332244485616684,
-0.0224246047437191,
0.014218847267329693,
0.0317070297896862,
-0.0626506432890892,
-0.03547412529587746,
-0.01451356615871191,
-0.004756965208798647,
0.07203856110572815,
0.026325197890400887,
0.02394065447151661,
-0.006229684688150883,
0.04699625074863434,
-0.04504534602165222,
0.06785368174314499,
0.02396015264093876,
-0.048360664397478104,
0.02547977864742279,
-0.0375230498611927,
-0.05392972379922867,
-0.010585096664726734,
0.03148139640688896,
0.06831271946430206,
-0.04649252071976662,
-0.06809216737747192,
-0.11046998202800751,
0.0006887309136800468,
-0.0655258297920227,
0.044906795024871826,
0.054932575672864914,
-0.03643633425235748,
-0.03835340216755867,
-0.03576059639453888,
-0.056854262948036194,
0.03958100825548172,
0.01605183444917202,
0.05411067232489586,
0.04960324615240097
] | -0.018348 |
# Web 工具 OpenClaw 提供两个轻量级 Web 工具： - `web\_search` — 通过 Brave Search API（默认）或 Perplexity Sonar（直连或通过 OpenRouter）搜索网络。 - `web\_fetch` — HTTP 获取 + 可读性提取（HTML → markdown/文本）。 这些\*\*不是\*\*浏览器自动化。对于 JS 密集型网站或需要登录的情况，请使用[浏览器工具](/tools/browser)。 ## 工作原理 - `web\_search` 调用你配置的提供商并返回结果。 - \*\*Brave\*\*（默认）：返回结构化结果（标题、URL、摘要）。 - \*\*Perplexity\*\*：返回带有实时网络搜索引用的 AI 综合答案。 - 结果按查询缓存 15 分钟（可配置）。 - `web\_fetch` 执行普通 HTTP GET 并提取可读内容（HTML → markdown/文本）。它\*\*不\*\*执行 JavaScript。 - `web\_fetch` 默认启用（除非显式禁用）。 ## 选择搜索提供商 | 提供商 | 优点 | 缺点 | API 密钥 | | ----------------- | ------------------------ | ---------------------------------- | -------------------------------------------- | | \*\*Brave\*\*（默认） | 快速、结构化结果、免费层 | 传统搜索结果 | `BRAVE\_API\_KEY` | | \*\*Perplexity\*\* | AI 综合答案、引用、实时 | 需要 Perplexity 或 OpenRouter 访问 | `OPENROUTER\_API\_KEY` 或 `PERPLEXITY\_API\_KEY` | 参见 [Brave Search 设置](/brave-search) 和 [Perplexity Sonar](/perplexity) 了解提供商特定详情。 在配置中设置提供商： ```json5 { tools: { web: { search: { provider: "brave", // 或 "perplexity" }, }, }, } ``` 示例：切换到 Perplexity Sonar（直连 API）： ```json5 { tools: { web: { search: { provider: "perplexity", perplexity: { apiKey: "pplx-...", baseUrl: "https://api.perplexity.ai", model: "perplexity/sonar-pro", }, }, }, }, } ``` ## 获取 Brave API 密钥 1. 在 https://brave.com/search/api/ 创建 Brave Search API 账户 2. 在控制面板中，选择 \*\*Data for Search\*\* 计划（不是"Data for AI"）并生成 API 密钥。 3. 运行 `openclaw configure --section web` 将密钥存储在配置中（推荐），或在环境中设置 `BRAVE\_API\_KEY`。 Brave 提供免费层和付费计划；查看 Brave API 门户了解当前限制和定价。 ### 在哪里设置密钥（推荐） \*\*推荐：\*\* 运行 `openclaw configure --section web`。它将密钥存储在 `~/.openclaw/openclaw.json` 的 `tools.web.search.apiKey` 下。 \*\*环境变量替代方案：\*\* 在 Gateway 网关进程环境中设置 `BRAVE\_API\_KEY`。对于 Gateway 网关安装，将其放在 `~/.openclaw/.env`（或你的服务环境）中。参见[环境变量](/help/faq#how-does-openclaw-load-environment-variables)。 ## 使用 Perplexity（直连或通过 OpenRouter） Perplexity Sonar 模型具有内置的网络搜索功能，并返回带有引用的 AI 综合答案。你可以通过 OpenRouter 使用它们（无需信用卡 - 支持加密货币/预付费）。 ### 获取 OpenRouter API 密钥 1. 在 https://openrouter.ai/ 创建账户 2. 添加额度（支持加密货币、预付费或信用卡） 3. 在账户设置中生成 API 密钥 ### 设置 Perplexity 搜索 ```json5 { tools: { web: { search: { enabled: true, provider: "perplexity", perplexity: { // API 密钥（如果设置了 OPENROUTER\_API\_KEY 或 PERPLEXITY\_API\_KEY 则可选） apiKey: "sk-or-v1-...", // 基础 URL（如果省略则根据密钥感知默认值） baseUrl: "https://openrouter.ai/api/v1", // 模型（默认为 perplexity/sonar-pro） model: "perplexity/sonar-pro", }, }, }, }, } ``` \*\*环境变量替代方案：\*\* 在 Gateway 网关环境中设置 `OPENROUTER\_API\_KEY` 或 `PERPLEXITY\_API\_KEY`。对于 Gateway 网关安装，将其放在 `~/.openclaw/.env` 中。 如果未设置基础 URL，OpenClaw 会根据 API 密钥来源选择默认值： - `PERPLEXITY\_API\_KEY` 或 `pplx-...` → `https://api.perplexity.ai` - `OPENROUTER\_API\_KEY` 或 `sk-or-...` → `https://openrouter.ai/api/v1` - 未知密钥格式 → OpenRouter（安全回退） ### 可用的 Perplexity 模型 | 模型 | 描述 | 最适合 | | -------------------------------- | -------------------- | -------- | | `perplexity/sonar` | 带网络搜索的快速问答 | 快速查询 | | `perplexity/sonar-pro`（默认） | 带网络搜索的多步推理 | 复杂问题 | | `perplexity/sonar-reasoning-pro` | 思维链分析 | 深度研究 | ## web\_search 使用配置的提供商搜索网络。 ### 要求 - `tools.web.search.enabled` 不能为 `false`（默认：启用） - 所选提供商的 API 密钥： - \*\*Brave\*\*：`BRAVE\_API\_KEY` 或 `tools.web.search.apiKey` - \*\*Perplexity\*\*：`OPENROUTER\_API\_KEY`、`PERPLEXITY\_API\_KEY` 或 `tools.web.search.perplexity.apiKey` ### 配置 ```json5 { tools: { web: { search: { enabled: true, apiKey: "BRAVE\_API\_KEY\_HERE", // 如果设置了 BRAVE\_API\_KEY 则可选 maxResults: 5, timeoutSeconds: 30, cacheTtlMinutes: 15, }, }, }, } ``` ### 工具参数 - `query`（必需） - `count`（1–10；默认来自配置） - `country`（可选）：用于特定地区结果的 2 字母国家代码（例如"DE"、"US"、"ALL"）。如果省略，Brave 选择其默认地区。 - `search\_lang`（可选）：搜索结果的 ISO 语言代码（例如"de"、"en"、"fr"） - `ui\_lang`（可选）：UI 元素的 ISO 语言代码 - `freshness`（可选，仅限 Brave）：按发现时间过滤（`pd`、`pw`、`pm`、`py` 或 `YYYY-MM-DDtoYYYY-MM-DD`） \*\*示例：\*\* ```javascript // 德国特定搜索 await web\_search({ query: "TV online schauen", count: 10, country: "DE", search\_lang: "de", }); // 带法语 UI 的法语搜索 await web\_search({ query: "actualités", country: "FR", search\_lang: "fr", ui\_lang: "fr", }); // 最近结果（过去一周） await web\_search({ query: "TMBG interview", freshness: "pw", }); ``` ## web\_fetch 获取 URL 并提取可读内容。 ### 要求 - `tools.web.fetch.enabled` 不能为 `false`（默认：启用） - 可选的 Firecrawl 回退：设置 `tools.web.fetch.firecrawl.apiKey` 或 `FIRECRAWL\_API\_KEY`。 ### 配置 ```json5 { tools: { web: { fetch: { enabled: true, maxChars: 50000, timeoutSeconds: 30, cacheTtlMinutes: 15, maxRedirects: 3, userAgent: "Mozilla/5.0 (Macintosh; Intel Mac OS X 14\_7\_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36", readability: true, firecrawl: { enabled: true, apiKey: "FIRECRAWL\_API\_KEY\_HERE", // 如果设置了 FIRECRAWL\_API\_KEY 则可选 baseUrl: "https://api.firecrawl.dev", onlyMainContent: true, maxAgeMs: 86400000, // 毫秒（1 天） timeoutSeconds: 60, }, }, }, }, } ``` ### 工具参数 - `url`（必需，仅限 http/https） - `extractMode`（`markdown` | `text`） - `maxChars`（截断长页面） 注意： - `web\_fetch` 首先使用 Readability（主要内容提取），然后使用 Firecrawl（如果已配置）。如果两者都失败，工具返回错误。 - Firecrawl 请求使用机器人规避模式并默认缓存结果。 - `web\_fetch` 默认发送类 Chrome 的 User-Agent 和 `Accept-Language`；如需要可覆盖 `userAgent`。 - `web\_fetch` 阻止私有/内部主机名并重新检查重定向（用 `maxRedirects` 限制）。 - `web\_fetch` 是尽力提取；某些网站需要浏览器工具。 - 参见 [Firecrawl](/tools/firecrawl) 了解密钥设置和服务详情。 - 响应会被缓存（默认 15 分钟）以减少重复获取。 - | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/web.md | main | opebclaw | [
-0.09849502146244049,
-0.0034324470907449722,
0.009483815170824528,
-0.03858276456594467,
0.015116107650101185,
-0.08494582027196884,
-0.009390745311975479,
-0.017272407189011574,
0.009076675400137901,
-0.0901838093996048,
0.10923200100660324,
-0.03707743436098099,
0.05980439484119415,
-0.04900176078081131,
0.023595217615365982,
0.0869576707482338,
-0.017523661255836487,
0.08838289231061935,
-0.04448923096060753,
-0.02649480290710926,
-0.007802843581885099,
-0.012064791284501553,
0.02927500754594803,
-0.04748044162988663,
-0.06709668040275574,
0.029834184795618057,
0.0008450592285953462,
-0.03905118629336357,
0.0040480997413396835,
-0.03740982338786125,
0.0265924371778965,
-0.010647858493030071,
-0.024650191888213158,
0.04441715404391289,
0.03126797452569008,
0.050635695457458496,
-0.06322769820690155,
-0.06624092906713486,
0.0174074936658144,
0.013213401660323143,
-0.057659078389406204,
-0.028783399611711502,
-0.029462646692991257,
-0.024186160415410995,
-0.004316273145377636,
-0.03236554563045502,
-0.08182976394891739,
-0.06411267071962357,
-0.06683699041604996,
-0.05238259211182594,
-0.16183842718601227,
-0.044343430548906326,
-0.051467496901750565,
-0.04630547761917114,
0.016111399978399277,
-0.04703599587082863,
-0.03838622197508812,
-0.011807085946202278,
0.0448172390460968,
0.00869145616889,
0.03723825886845589,
0.0043084812350571156,
0.042703740298748016,
-0.030699048191308975,
-0.020497797057032585,
0.011940285563468933,
-0.012993444688618183,
-0.020719313994050026,
0.02929893136024475,
-0.004346100613474846,
-0.054386626929044724,
0.04278566688299179,
0.020877784118056297,
0.054933540523052216,
-0.024029329419136047,
-0.00116661936044693,
0.006612929981201887,
0.0032462019007653,
-0.04712161794304848,
-0.09081731736660004,
-0.060770850628614426,
-0.08664097636938095,
0.028663793578743935,
0.07144130766391754,
-0.0362873375415802,
0.08454326540231705,
-0.06015002354979515,
-0.06911630928516388,
0.10931306332349777,
-0.012882762588560581,
-0.00355970929376781,
-0.09205035865306854,
0.005282597616314888,
0.04100513830780983,
0.053439121693372726,
0.015914911404252052,
0.028415000066161156,
-0.008486524224281311,
-0.06544085592031479,
0.003363534342497587,
0.04532691463828087,
0.010798835195600986,
-0.029310954734683037,
-0.04900166019797325,
-0.059329286217689514,
0.03398358076810837,
0.0012677886988967657,
0.05373348668217659,
0.10491488873958588,
-0.020419083535671234,
-0.027001457288861275,
-0.03151620551943779,
0.03382953628897667,
-0.14992500841617584,
-0.0972752645611763,
0.004510615952312946,
-0.0328235886991024,
-0.06512566655874252,
0.100626640021801,
0.03179533779621124,
0.09032997488975525,
0.03526611626148224,
-0.0792994275689125,
-0.004219653084874153,
0.036287061870098114,
-0.05007883906364441,
0.09409873187541962,
1.4989140808712737e-33,
0.023965727537870407,
0.012111729942262173,
-0.05344289913773537,
-0.06122424080967903,
0.04511743038892746,
-0.08435781300067902,
0.0003859963617287576,
-0.03319865092635155,
-0.10707997530698776,
0.016089918091893196,
-0.021101893857121468,
0.02736244536936283,
-0.10612944513559341,
0.02627946250140667,
-0.02693067491054535,
-0.027197634801268578,
0.03298325836658478,
-0.020505201071500778,
0.015317901968955994,
-0.032830383628606796,
0.020923910662531853,
0.08753883838653564,
0.03416147828102112,
0.0016793846152722836,
0.00022441732289735228,
0.0689154639840126,
-0.01776847615838051,
0.02637823112308979,
-0.031609948724508286,
0.03658633679151535,
0.04431552067399025,
-0.07114490121603012,
-0.10566580295562744,
0.009033211506903172,
-0.03255568444728851,
-0.019635871052742004,
-0.027705522254109383,
0.019985223188996315,
-0.06396995484828949,
-0.024208037182688713,
-0.08018361777067184,
-0.02350749634206295,
-0.03674040734767914,
-0.017462683841586113,
0.009492709301412106,
-0.08634820580482483,
-0.15358448028564453,
-0.046140000224113464,
0.033686865121126175,
-0.08587425202131271,
-0.07609715312719345,
0.06593183428049088,
0.0135126244276762,
-0.0012553652049973607,
0.0039006287697702646,
-0.000601375475525856,
0.005542675964534283,
0.01818035915493965,
-0.07338220626115799,
0.012970917858183384,
0.047784630209207535,
-0.018178006634116173,
0.008547516539692879,
-0.023120751604437828,
0.03741272911429405,
0.023648791015148163,
0.061824921518564224,
0.04650704190135002,
0.012279782444238663,
-0.0105165746062994,
-0.05547509342432022,
-0.010238303802907467,
0.0893004983663559,
0.04580044001340866,
-0.06382965296506882,
-0.08786668628454208,
-0.022257842123508453,
-0.027385985478758812,
0.0868077278137207,
-0.09725365042686462,
-0.03917858377099037,
-0.03709392994642258,
-0.01575247012078762,
0.029874807223677635,
-0.04919827729463577,
0.031003227457404137,
-0.07220838218927383,
-0.02366356924176216,
0.014340288937091827,
0.04835553467273712,
-0.08148015290498734,
0.04300913214683533,
-0.032485611736774445,
-0.05174679681658745,
-0.04969401657581329,
-7.834741847259534e-33,
-0.04353505000472069,
0.04831621050834656,
-0.06143023818731308,
0.04070502519607544,
-0.050328630954027176,
-0.030622592195868492,
0.08306394517421722,
0.05166780948638916,
0.04489888623356819,
0.079525426030159,
-0.03703766316175461,
0.021448317915201187,
-0.033038027584552765,
-0.047797173261642456,
-0.017451081424951553,
0.07892140746116638,
0.0037573236040771008,
-0.006003185641020536,
-0.030862390995025635,
0.04165451601147652,
-0.005783268716186285,
0.0496787428855896,
-0.15164853632450104,
0.035698797553777695,
0.03821061551570892,
0.0315009206533432,
0.03435147553682327,
0.013745330274105072,
-0.015179211273789406,
-0.009526125155389309,
0.08040773868560791,
0.041241664439439774,
-0.013147077523171902,
0.0434139147400856,
-0.00324455788359046,
0.00507773132994771,
0.00723637081682682,
0.030285948887467384,
-0.009205725975334644,
0.013466814532876015,
0.07247082889080048,
-0.029411282390356064,
-0.012406508438289165,
-0.030856117606163025,
0.006261851172894239,
0.03845272585749626,
-0.12167966365814209,
0.029340120032429695,
0.010272740386426449,
-0.051026370376348495,
0.05875279754400253,
-0.02104169689118862,
0.007553044240921736,
-0.10486072301864624,
0.010672839358448982,
0.04160948842763901,
-0.008646910078823566,
-0.05241883173584938,
-0.027584293857216835,
-0.026635752990841866,
0.008059373125433922,
-0.020296743139624596,
-0.045319680124521255,
0.06458435952663422,
-0.01999848335981369,
0.04287688434123993,
-0.05416135862469673,
0.038308046758174896,
-0.024807363748550415,
-0.12806721031665802,
0.0010747601045295596,
0.016341743990778923,
0.04343771934509277,
-0.034439653158187866,
0.05280003324151039,
-0.007539259269833565,
-0.004564401227980852,
0.04882680997252464,
0.0054245335049927235,
0.04451198875904083,
0.028004523366689682,
0.04190903902053833,
0.024351712316274643,
0.05098868906497955,
0.005817949306219816,
0.021597614511847496,
-0.04407516494393349,
0.10436881333589554,
-0.036680884659290314,
-0.061409659683704376,
0.06163942813873291,
0.08376981317996979,
-0.004669825546443462,
0.09296520799398422,
-0.014275873079895973,
-4.8646136008301255e-8,
-0.05097033455967903,
-0.10058174282312393,
-0.054090894758701324,
-0.020697465166449547,
-0.014548415318131447,
0.005685380194336176,
-0.04208832606673241,
-0.017962923273444176,
-0.04194861650466919,
-0.0630020871758461,
-0.018439749255776405,
0.02546047605574131,
-0.10853663086891174,
0.05395950749516487,
-0.05844495818018913,
0.024077534675598145,
-0.06571371108293533,
-0.014318356290459633,
0.04001747816801071,
-0.12457914650440216,
0.010316100902855396,
0.04312485456466675,
-0.006710241083055735,
-0.004316434729844332,
0.0141913378611207,
0.023457514122128487,
-0.07150178402662277,
0.014873526059091091,
-0.07374904304742813,
0.002877537626773119,
0.006922038272023201,
-0.007112549152225256,
-0.001602994161657989,
-0.028159797191619873,
0.08399627357721329,
0.08181099593639374,
0.018820708617568016,
-0.1036473959684372,
-0.06578702479600906,
0.02217676304280758,
0.09782974421977997,
0.023714981973171234,
-0.003943247254937887,
0.013075440190732479,
0.11468615382909775,
0.004457587841898203,
0.037142954766750336,
-0.049342334270477295,
0.0862995982170105,
-0.038189854472875595,
0.0034965251106768847,
-0.07839526981115341,
0.022557388991117477,
-0.029509613290429115,
0.07784905284643173,
0.013468592427670956,
-0.02753419242799282,
-0.0441729761660099,
0.010080894455313683,
0.10065646469593048,
0.07318329811096191,
0.07223185151815414,
0.04890986904501915,
0.032246917486190796
] | 0.128556 |
}, }, } ``` ### 工具参数 - `url`（必需，仅限 http/https） - `extractMode`（`markdown` | `text`） - `maxChars`（截断长页面） 注意： - `web\_fetch` 首先使用 Readability（主要内容提取），然后使用 Firecrawl（如果已配置）。如果两者都失败，工具返回错误。 - Firecrawl 请求使用机器人规避模式并默认缓存结果。 - `web\_fetch` 默认发送类 Chrome 的 User-Agent 和 `Accept-Language`；如需要可覆盖 `userAgent`。 - `web\_fetch` 阻止私有/内部主机名并重新检查重定向（用 `maxRedirects` 限制）。 - `web\_fetch` 是尽力提取；某些网站需要浏览器工具。 - 参见 [Firecrawl](/tools/firecrawl) 了解密钥设置和服务详情。 - 响应会被缓存（默认 15 分钟）以减少重复获取。 - 如果你使用工具配置文件/允许列表，添加 `web\_search`/`web\_fetch` 或 `group:web`。 - 如果缺少 Brave 密钥，`web\_search` 返回一个简短的设置提示和文档链接。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/web.md | main | opebclaw | [
-0.048976197838783264,
0.02262279763817787,
-0.048947639763355255,
-0.05572105571627617,
-0.02080213651061058,
-0.08166113495826721,
-0.001466564368456602,
0.0006147673702798784,
0.00204466306604445,
-0.030392903834581375,
0.08136478811502457,
-0.02819644659757614,
0.0934494286775589,
-0.0332927368581295,
0.020990459248423576,
0.043600864708423615,
-0.0173051618039608,
0.08411624282598495,
-0.06349646300077438,
-0.03755797818303108,
0.0026687898207455873,
0.025001835078001022,
0.0060332282446324825,
0.010962853208184242,
-0.05838474631309509,
0.0031751219648867846,
-0.12591107189655304,
0.01677384227514267,
-0.011299741454422474,
-0.03497449308633804,
0.00718216598033905,
0.003220616141334176,
-0.03395884856581688,
0.050483137369155884,
0.07945774495601654,
0.04423197731375694,
-0.013344768434762955,
-0.09621886909008026,
0.030231762677431107,
0.04534583166241646,
-0.055098921060562134,
-0.046394504606723785,
-0.017490584403276443,
-0.020325522869825363,
-0.052651986479759216,
0.003818093566223979,
-0.056691259145736694,
-0.024502050131559372,
-0.10730227828025818,
-0.022801920771598816,
-0.11048855632543564,
0.04844100773334503,
-0.028561674058437347,
0.03933142125606537,
0.03643638640642166,
-0.06624539196491241,
-0.08458980917930603,
0.010011279955506325,
0.019524842500686646,
-0.006199827883392572,
-0.05214528366923332,
-0.013479267247021198,
-0.007794002536684275,
-0.004689534194767475,
-0.07855960726737976,
-0.01196715421974659,
-0.04595281183719635,
-0.03456316888332367,
0.03873628377914429,
0.04274958744645119,
-0.10963862389326096,
0.009618990123271942,
-0.09430783241987228,
0.05530497804284096,
0.00638942327350378,
-0.05660934001207352,
0.029177775606513023,
0.04511289671063423,
-0.09074200689792633,
-0.10783849656581879,
-0.0075618429109454155,
-0.09090492874383926,
0.0972178503870964,
0.016976814717054367,
-0.029333729296922684,
0.11743781715631485,
-0.07368181645870209,
-0.009347948245704174,
0.08940344303846359,
0.018804797902703285,
0.007576444651931524,
-0.03569277003407478,
0.0645885244011879,
0.06307746469974518,
0.008215945214033127,
-0.02716226689517498,
0.029463382437825203,
0.05742809548974037,
-0.04019574075937271,
0.015648243948817253,
0.05136723816394806,
-0.05708295851945877,
-0.02320750057697296,
-0.07837825268507004,
-0.03257635608315468,
-0.026486331596970558,
-0.0002681073674466461,
0.10996010154485703,
0.10295072942972183,
-0.047452084720134735,
-0.050269871950149536,
-0.04074174538254738,
-0.018729060888290405,
-0.11415835469961166,
-0.05550370365381241,
-0.009996116161346436,
-0.0010204683057963848,
-0.056076761335134506,
-0.013165290467441082,
0.03584778308868408,
0.051749784499406815,
0.013136512599885464,
-0.02072301134467125,
0.003078390611335635,
-0.0026321569457650185,
-0.02818894572556019,
0.1448298990726471,
2.44706258962125e-33,
0.030368918552994728,
0.06367135792970657,
-0.06087984889745712,
-0.08708806335926056,
0.02117747999727726,
-0.0041037313640117645,
0.024320052936673164,
0.011606255546212196,
-0.04342702403664589,
-0.03236493468284607,
0.02838999219238758,
0.008195118047297001,
-0.09057055413722992,
0.031014209613204002,
-0.010464319959282875,
0.0180741548538208,
0.03309797868132591,
0.0024078746791929007,
0.03359643742442131,
0.003883223980665207,
0.01592281647026539,
0.04419151321053505,
0.0317111536860466,
0.008145609870553017,
-0.026674695312976837,
0.050744470208883286,
-0.0022885738871991634,
0.06907963752746582,
-0.0715283751487732,
0.003264571540057659,
0.07867957651615143,
-0.08999403566122055,
-0.04191289842128754,
-0.040082063525915146,
-0.005629290826618671,
-0.008475475944578648,
0.040272437036037445,
0.02535969950258732,
-0.08711303770542145,
-0.029260702431201935,
-0.041603077203035355,
0.02714603953063488,
0.02042652666568756,
0.03470433130860329,
0.026039063930511475,
-0.04130052030086517,
-0.11060135811567307,
-0.053968675434589386,
0.001674655475653708,
-0.06477349996566772,
-0.08569562435150146,
0.031444743275642395,
0.06834869831800461,
0.026522427797317505,
-0.03508271649479866,
-0.01907174661755562,
-0.08979978412389755,
-0.0411231704056263,
-0.0496341809630394,
0.026815377175807953,
-0.027864603325724602,
-0.0029265691991895437,
0.023724252358078957,
-0.015705348923802376,
0.04790768399834633,
-0.0493372343480587,
0.04338154196739197,
0.05574506148695946,
0.045669618993997574,
-0.029685884714126587,
-0.05056317523121834,
0.018908383324742317,
0.11264048516750336,
0.08336206525564194,
-0.07498493045568466,
-0.09552402049303055,
-0.021450530737638474,
0.021189361810684204,
0.060979556292295456,
-0.045648448169231415,
-0.014931133948266506,
-0.029924262315034866,
0.004000220913439989,
-0.001834270777180791,
-0.018760815262794495,
0.03881930932402611,
-0.018552178516983986,
-0.04402298107743263,
-0.0205544400960207,
0.04236743599176407,
-0.06435079872608185,
-0.015256567858159542,
0.0015159492613747716,
-0.05497061833739281,
-0.018243972212076187,
-7.599015556985325e-33,
0.023926781490445137,
0.006933332420885563,
-0.0868971198797226,
0.0666436180472374,
-0.06488393992185593,
-0.016674356535077095,
0.0603216290473938,
0.036316338926553726,
0.02201205864548683,
0.006605931557714939,
-0.0021507269702851772,
0.03833981975913048,
0.014111476019024849,
-0.05570758506655693,
-0.03663104400038719,
0.02514408715069294,
0.00017285419744439423,
-0.05439228191971779,
-0.019202372059226036,
-0.02210105210542679,
-0.02191275544464588,
0.025863246992230415,
-0.15805156528949738,
0.12097127735614777,
0.005955077707767487,
0.006366073153913021,
0.011188575997948647,
-0.050732918083667755,
-0.017180314287543297,
-0.0106881745159626,
0.07518576830625534,
0.04298550635576248,
-0.09750393778085709,
0.05908290296792984,
-0.023646140471100807,
-0.06600621342658997,
-0.06471589207649231,
0.1242780014872551,
0.06658602505922318,
0.0760560855269432,
0.10089035332202911,
-0.025245677679777145,
-0.026954853907227516,
-0.0076278881169855595,
0.03252401947975159,
0.00910688191652298,
-0.051940761506557465,
-0.06022260710597038,
-0.004460652358829975,
0.019491007551550865,
0.04569891840219498,
-0.051745716482400894,
0.024586275219917297,
-0.06290458142757416,
0.051285091787576675,
-0.033295318484306335,
-0.008818026632070541,
-0.05178360641002655,
-0.08936754614114761,
-0.08672668039798737,
0.03340554237365723,
0.01053696684539318,
-0.03924162685871124,
0.08513440936803818,
-0.007928099483251572,
-0.016523662954568863,
-0.07412794977426529,
0.023613106459379196,
0.02755889482796192,
-0.0978216752409935,
0.0167049840092659,
-0.012257600203156471,
0.05647106468677521,
-0.020109646022319794,
0.06594294309616089,
-0.044376760721206665,
0.014523174613714218,
0.05567698925733566,
0.021942337974905968,
0.09117452055215836,
-0.0475926473736763,
0.07516737282276154,
-0.0024581521283835173,
0.026842543855309486,
0.017539579421281815,
-0.0643247440457344,
-0.07959949970245361,
0.07121042162179947,
-0.016410747542977333,
-0.09029819071292877,
0.000667055428493768,
0.04609503224492073,
0.017794528976082802,
0.00027280449285171926,
-0.05392737314105034,
-4.4941213417359904e-8,
-0.02560473419725895,
-0.07714270800352097,
-0.08158715069293976,
0.016785098239779472,
0.018618911504745483,
0.04705573245882988,
-0.035497378557920456,
-0.0011644413461908698,
-0.02640710212290287,
-0.08589474856853485,
0.02867833897471428,
0.029073813930153847,
-0.0586777962744236,
0.019454561173915863,
-0.05182107910513878,
-0.03574507683515549,
-0.0020324434153735638,
0.009901714511215687,
0.02801753766834736,
-0.077728271484375,
-0.05349233001470566,
0.037899114191532135,
-0.014001365751028061,
-0.0432220920920372,
0.06412168592214584,
0.051018986850976944,
-0.020428139716386795,
0.06127848103642464,
-0.08080588281154633,
0.01818433590233326,
0.017730318009853363,
-0.04384510591626167,
-0.03432127460837364,
-0.06750565022230148,
0.07225041836500168,
0.05397506803274155,
-0.03684330731630325,
-0.03917550668120384,
-0.04146765545010567,
-0.01194063387811184,
0.08944656699895859,
-0.018260037526488304,
0.031309839338064194,
0.003531037364155054,
0.056423719972372055,
-0.0687284916639328,
0.03688078746199608,
0.017790883779525757,
0.1062956303358078,
-0.054870329797267914,
0.02320479415357113,
-0.0927729383111,
0.04858839139342308,
-0.004296423867344856,
0.03930923715233803,
-0.037682391703128815,
0.017828796058893204,
-0.014393321238458157,
0.05058000981807709,
0.07597309350967407,
0.057730887085199356,
0.03719496354460716,
0.045932967215776443,
0.07179346680641174
] | 0.04479 |
# 提升模式（/elevated 指令） ## 功能说明 - `/elevated on` 在 Gateway 网关主机上运行并保留 exec 审批（与 `/elevated ask` 相同）。 - `/elevated full` 在 Gateway 网关主机上运行\*\*并\*\*自动批准 exec（跳过 exec 审批）。 - `/elevated ask` 在 Gateway 网关主机上运行但保留 exec 审批（与 `/elevated on` 相同）。 - `on`/`ask` \*\*不会\*\*强制 `exec.security=full`；配置的安全/询问策略仍然适用。 - 仅在智能体被\*\*沙箱隔离\*\*时改变行为（否则 exec 已经在主机上运行）。 - 指令形式：`/elevated on|off|ask|full`、`/elev on|off|ask|full`。 - 仅接受 `on|off|ask|full`；其他任何内容返回提示且不改变状态。 ## 它控制什么（以及不控制什么） - \*\*可用性门控\*\*：`tools.elevated` 是全局基线。`agents.list[].tools.elevated` 可以进一步限制每个智能体的提升（两者都必须允许）。 - \*\*每会话状态\*\*：`/elevated on|off|ask|full` 为当前会话键设置提升级别。 - \*\*内联指令\*\*：消息内的 `/elevated on|ask|full` 仅适用于该消息。 - \*\*群组\*\*：在群聊中，仅当智能体被提及时才遵守提升指令。绕过提及要求的纯命令消息被视为已提及。 - \*\*主机执行\*\*：elevated 强制 `exec` 到 Gateway 网关主机；`full` 还设置 `security=full`。 - \*\*审批\*\*：`full` 跳过 exec 审批；`on`/`ask` 在允许列表/询问规则要求时遵守审批。 - \*\*非沙箱隔离智能体\*\*：对位置无影响；仅影响门控、日志和状态。 - \*\*工具策略仍然适用\*\*：如果 `exec` 被工具策略拒绝，则无法使用 elevated。 - \*\*与 `/exec` 分开\*\*：`/exec` 为授权发送者调整每会话默认值，不需要 elevated。 ## 解析顺序 1. 消息上的内联指令（仅适用于该消息）。 2. 会话覆盖（通过发送仅含指令的消息设置）。 3. 全局默认值（配置中的 `agents.defaults.elevatedDefault`）。 ## 设置会话默认值 - 发送一条\*\*仅\*\*包含指令的消息（允许空白），例如 `/elevated full`。 - 发送确认回复（`Elevated mode set to full...` / `Elevated mode disabled.`）。 - 如果 elevated 访问被禁用或发送者不在批准的允许列表中，指令会回复一个可操作的错误且不改变会话状态。 - 发送不带参数的 `/elevated`（或 `/elevated:`）以查看当前的 elevated 级别。 ## 可用性 + 允许列表 - 功能门控：`tools.elevated.enabled`（即使代码支持，也可以通过配置将默认值设为关闭）。 - 发送者允许列表：`tools.elevated.allowFrom`，带有每提供商允许列表（例如 `discord`、`whatsapp`）。 - 每智能体门控：`agents.list[].tools.elevated.enabled`（可选；只能进一步限制）。 - 每智能体允许列表：`agents.list[].tools.elevated.allowFrom`（可选；设置时，发送者必须同时匹配全局 + 每智能体允许列表）。 - Discord 回退：如果省略 `tools.elevated.allowFrom.discord`，则使用 `channels.discord.dm.allowFrom` 列表作为回退。设置 `tools.elevated.allowFrom.discord`（即使是 `[]`）以覆盖。每智能体允许列表\*\*不\*\*使用回退。 - 所有门控都必须通过；否则 elevated 被视为不可用。 ## 日志 + 状态 - Elevated exec 调用以 info 级别记录。 - 会话状态包括 elevated 模式（例如 `elevated=ask`、`elevated=full`）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/elevated.md | main | opebclaw | [
-0.029434265568852425,
0.06304394453763962,
-0.018633060157299042,
-0.03374937176704407,
-0.011385771445930004,
-0.01998843438923359,
0.05424131453037262,
0.005994180683046579,
-0.010908134281635284,
0.027306141331791878,
0.16093650460243225,
-0.04521169513463974,
0.06303343921899796,
-0.02106592059135437,
0.03535320609807968,
0.09708768129348755,
-0.032851144671440125,
0.0334075428545475,
-0.09626203030347824,
-0.06365035474300385,
-0.002189925406128168,
-0.04058974236249924,
0.00527883879840374,
0.02834441512823105,
-0.038435086607933044,
-0.01725541427731514,
-0.04034030809998512,
0.027446052059531212,
0.06748709827661514,
-0.01497073657810688,
-0.023504428565502167,
0.045712005347013474,
0.012354576960206032,
0.04327602684497833,
0.039120450615882874,
0.07796426862478256,
0.06148717179894447,
-0.01951826922595501,
0.017429744824767113,
-0.042482223361730576,
-0.0328957736492157,
-0.05493238940834999,
-0.04530983790755272,
-0.04676315188407898,
-0.0008841280359774828,
0.04296112433075905,
-0.01151504646986723,
-0.007091402541846037,
-0.13358096778392792,
-0.052730247378349304,
0.028138553723692894,
-0.00034601151128299534,
-0.005779964849352837,
0.02971494570374489,
0.022547947242856026,
0.028858976438641548,
-0.015569915063679218,
-0.01051311381161213,
0.07940330356359482,
0.0357578843832016,
-0.13042370975017548,
0.07260142266750336,
-0.052299194037914276,
0.031317830085754395,
-0.10650719702243805,
-0.026404913514852524,
-0.0025459742173552513,
0.014248402789235115,
-0.025641679763793945,
0.037890803068876266,
-0.04773290082812309,
-0.057752303779125214,
-0.05451754108071327,
-0.02234605886042118,
-0.025590000674128532,
0.02911854162812233,
0.0254210252314806,
0.003126577939838171,
-0.11145887523889542,
-0.1848011612892151,
-0.025030100718140602,
-0.010070581920444965,
-0.0009784987196326256,
-0.024330342188477516,
0.003033221000805497,
0.021099146455526352,
-0.04173032566905022,
-0.04470963031053543,
0.16537603735923767,
0.03133229911327362,
0.08765149861574173,
-0.015704380348324776,
0.031106894835829735,
0.039765626192092896,
0.09561086446046829,
0.012725620530545712,
0.00348986079916358,
0.007054807152599096,
-0.07717219740152359,
0.04266577214002609,
-0.012870851904153824,
-0.03938639909029007,
-0.08831361681222916,
-0.04877820611000061,
-0.05408036708831787,
-0.03977222368121147,
0.025979362428188324,
-0.023619981482625008,
-0.010915227234363556,
-0.0489593930542469,
-0.04788951948285103,
-0.10641231387853622,
0.03572380542755127,
-0.12305627018213272,
-0.001098776701837778,
0.05373690277338028,
0.02426197938621044,
-0.008459127508103848,
-0.005825667642056942,
-0.010346111841499805,
0.06377992033958435,
0.027811281383037567,
-0.01284390315413475,
0.011540637351572514,
-0.0195419080555439,
-0.049798332154750824,
0.0662202462553978,
-2.82616208915533e-34,
0.008392144925892353,
-0.015533873811364174,
-0.025038179010152817,
0.024172719568014145,
0.025368357077240944,
0.00935368426144123,
-0.025945277884602547,
0.01815861649811268,
-0.06506523489952087,
0.08558141440153122,
-0.010717074386775494,
-0.0029350300319492817,
-0.0308618675917387,
0.006640472915023565,
0.05643322691321373,
0.002644764259457588,
0.05941933020949364,
-0.05383153632283211,
0.03373752906918526,
0.01441475935280323,
0.11078439652919769,
-0.012269966304302216,
-0.05230604112148285,
0.080492302775383,
0.060492441058158875,
-0.014457546174526215,
-0.016471130773425102,
0.020118797197937965,
-0.003803577506914735,
0.030727727338671684,
0.03485807031393051,
-0.014061061665415764,
-0.026434805244207382,
0.030373089015483856,
-0.012632512487471104,
0.06855292618274689,
0.05429253727197647,
0.007994131185114384,
-0.0012449545320123434,
-0.07025082409381866,
-0.044459592550992966,
-0.01515758316963911,
0.04025617241859436,
0.03490733727812767,
0.0693134218454361,
-0.09365477412939072,
-0.10189162939786911,
-0.033158909529447556,
0.05703868344426155,
0.025629786774516106,
-0.015304666012525558,
0.04411603510379791,
0.051145873963832855,
-0.0005488261231221259,
0.025275543332099915,
-0.05784469470381737,
-0.16886338591575623,
0.09114464372396469,
0.0004823807976208627,
0.014942489564418793,
0.004823739640414715,
0.051423873752355576,
-0.04408789798617363,
0.05564510077238083,
0.024189462885260582,
-0.04900320991873741,
-0.06819452345371246,
0.01003238558769226,
0.08802470564842224,
-0.0719713494181633,
-0.10332322120666504,
0.04086136445403099,
0.05224062502384186,
0.026258958503603935,
-0.06445986032485962,
-0.07894952595233917,
-0.11796332895755768,
0.00937037542462349,
0.03632506728172302,
0.0024434353690594435,
-0.0782233327627182,
-0.03721216693520546,
-0.05392209812998772,
0.0316515751183033,
0.06847114115953445,
-0.02636582776904106,
0.00369290285743773,
-0.038229361176490784,
-0.02127750776708126,
0.009210514836013317,
-0.04186776280403137,
-0.014316633343696594,
0.020754946395754814,
0.004187513142824173,
-0.01232184749096632,
-4.6656814438136195e-33,
0.04586842656135559,
0.03580015152692795,
-0.08929462730884552,
-0.03321171551942825,
-0.021794315427541733,
-9.60007923822559e-7,
0.006964991334825754,
-0.08879270404577255,
-0.023468758910894394,
0.032138641923666,
-0.06405381858348846,
0.035699259489774704,
-0.009501084685325623,
-0.03149591013789177,
0.010530704632401466,
-0.03755689039826393,
-0.037473760545253754,
0.05650186538696289,
0.004030841868370771,
0.07116734981536865,
-0.04308498650789261,
0.042365700006484985,
-0.09915189445018768,
0.05542823299765587,
0.0537179596722126,
0.060933101922273636,
-0.012493017129600048,
0.08555696159601212,
0.008246410638093948,
0.04797264561057091,
-0.0285357479006052,
-0.07858026027679443,
-0.060067061334848404,
0.09072823077440262,
-0.037007272243499756,
-0.03751877322793007,
0.0042690737172961235,
0.031188637018203735,
-0.05487895756959915,
0.00927555002272129,
0.036048147827386856,
-0.00987938977777958,
0.03706354647874832,
0.00601744232699275,
-0.027023814618587494,
0.03178872913122177,
-0.009744283743202686,
-0.10803519189357758,
-0.07097713649272919,
-0.11864519864320755,
0.002392807509750128,
0.012952959164977074,
0.040391743183135986,
0.0355508029460907,
0.07012762129306793,
-0.025278102606534958,
0.034407101571559906,
-0.03688017651438713,
-0.06887468695640564,
-0.050432778894901276,
0.0997195690870285,
0.0381072498857975,
-0.037440259009599686,
0.04502541199326515,
0.002535882405936718,
-0.05405735969543457,
0.008463751524686813,
0.02731972001492977,
0.05507791042327881,
-0.07624001055955887,
0.015341747552156448,
-0.04995511844754219,
-0.05381380766630173,
-0.07126200944185257,
0.0582534521818161,
0.012052683159708977,
0.018049845471978188,
-0.01211597677320242,
-0.038483235985040665,
0.01227826252579689,
-0.02370269037783146,
-0.06983762234449387,
-0.0502285361289978,
0.11336963623762131,
-0.10803163051605225,
-0.03148084133863449,
-0.022704679518938065,
0.08669613301753998,
0.06126651167869568,
-0.012524374760687351,
0.011266005225479603,
-0.016145039349794388,
0.022608673200011253,
0.011009654961526394,
0.0128860455006361,
-4.317022472832832e-8,
-0.03371783718466759,
-0.0593014694750309,
0.02643582969903946,
-0.031956061720848083,
0.04116468131542206,
-0.05200367420911789,
-0.06899039447307587,
-0.06928759068250656,
-0.040643010288476944,
-0.07986662536859512,
0.022246045991778374,
0.04846353456377983,
-0.08917347341775894,
-0.07468961924314499,
0.0075375838205218315,
-0.05935347452759743,
-0.018787240609526634,
0.030370282009243965,
-0.01439332403242588,
-0.06574635952711105,
-0.07542776316404343,
0.014206421561539173,
-0.05242132022976875,
-0.03720666468143463,
-0.021692857146263123,
0.05140012130141258,
-0.10514060407876968,
-0.02248857542872429,
0.012959794141352177,
0.07113917171955109,
0.06202514097094536,
-0.055213652551174164,
0.035620030015707016,
-0.020248543471097946,
0.008939039893448353,
0.05289291962981224,
0.015058561228215694,
-0.019471563398838043,
-0.0016077726613730192,
-0.0314040370285511,
0.016981570050120354,
-0.07442151010036469,
0.04346490278840065,
0.026732757687568665,
0.08853983134031296,
-0.02283415012061596,
-0.00792326033115387,
-0.04053955525159836,
0.08373221755027771,
-0.06732060015201569,
-0.02315414324402809,
-0.004265787545591593,
0.030435673892498016,
0.04312080517411232,
-0.01034157071262598,
0.01521386206150055,
0.028768451884388924,
-0.001670253579504788,
-0.0018685461254790425,
0.023305019363760948,
0.04408784955739975,
0.09766033291816711,
-0.06397807598114014,
0.033846333622932434
] | 0.059585 |
# Exec 工具 在工作区中运行 shell 命令。通过 `process` 支持前台和后台执行。 如果 `process` 被禁用，`exec` 将同步运行并忽略 `yieldMs`/`background`。 后台会话按智能体隔离；`process` 只能看到同一智能体的会话。 ## 参数 - `command`（必填） - `workdir`（默认为当前工作目录） - `env`（键值对覆盖） - `yieldMs`（默认 10000）：延迟后自动转入后台 - `background`（布尔值）：立即转入后台 - `timeout`（秒，默认 1800）：超时后终止 - `pty`（布尔值）：在可用时使用伪终端运行（仅限 TTY 的 CLI、编程智能体、终端 UI） - `host`（`sandbox | gateway | node`）：执行位置 - `security`（`deny | allowlist | full`）：`gateway`/`node` 的执行策略 - `ask`（`off | on-miss | always`）：`gateway`/`node` 的审批提示 - `node`（字符串）：`host=node` 时的节点 id/名称 - `elevated`（布尔值）：请求提升模式（gateway 主机）；仅当 elevated 解析为 `full` 时才强制 `security=full` 注意事项： - `host` 默认为 `sandbox`。 - 当沙箱隔离关闭时，`elevated` 会被忽略（exec 已在主机上运行）。 - `gateway`/`node` 审批由 `~/.openclaw/exec-approvals.json` 控制。 - `node` 需要已配对的节点（配套应用或无头节点主机）。 - 如果有多个可用节点，设置 `exec.node` 或 `tools.exec.node` 来选择一个。 - 在非 Windows 主机上，exec 会使用已设置的 `SHELL`；如果 `SHELL` 是 `fish`，它会优先从 `PATH` 中选择 `bash`（或 `sh`）以避免 fish 不兼容的脚本，如果两者都不存在则回退到 `SHELL`。 - 主机执行（`gateway`/`node`）会拒绝 `env.PATH` 和加载器覆盖（`LD\_\*`/`DYLD\_\*`），以防止二进制劫持或代码注入。 - 重要提示：沙箱隔离\*\*默认关闭\*\*。如果沙箱隔离关闭，`host=sandbox` 将直接在 Gateway 网关主机上运行（无容器）且\*\*不需要审批\*\*。如需审批，请使用 `host=gateway` 运行并配置 exec 审批（或启用沙箱隔离）。 ## 配置 - `tools.exec.notifyOnExit`（默认：true）：为 true 时，后台 exec 会话在退出时会入队系统事件并请求心跳。 - `tools.exec.approvalRunningNoticeMs`（默认：10000）：当需要审批的 exec 运行时间超过此值时发出单次"运行中"通知（0 表示禁用）。 - `tools.exec.host`（默认：`sandbox`） - `tools.exec.security`（默认：sandbox 为 `deny`，gateway + node 未设置时为 `allowlist`） - `tools.exec.ask`（默认：`on-miss`） - `tools.exec.node`（默认：未设置） - `tools.exec.pathPrepend`：exec 运行时添加到 `PATH` 前面的目录列表。 - `tools.exec.safeBins`：仅限 stdin 的安全二进制文件，无需显式白名单条目即可运行。 示例： ```json5 { tools: { exec: { pathPrepend: ["~/bin", "/opt/oss/bin"], }, }, } ``` ### PATH 处理 - `host=gateway`：将你的登录 shell `PATH` 合并到 exec 环境中。主机执行时会拒绝 `env.PATH` 覆盖。守护进程本身仍使用最小 `PATH` 运行： - macOS：`/opt/homebrew/bin`、`/usr/local/bin`、`/usr/bin`、`/bin` - Linux：`/usr/local/bin`、`/usr/bin`、`/bin` - `host=sandbox`：在容器内运行 `sh -lc`（登录 shell），因此 `/etc/profile` 可能会重置 `PATH`。OpenClaw 在 profile 加载后通过内部环境变量将 `env.PATH` 添加到前面（无 shell 插值）；`tools.exec.pathPrepend` 在此也适用。 - `host=node`：只有你传递的未被阻止的 env 覆盖会发送到节点。主机执行时会拒绝 `env.PATH` 覆盖。无头节点主机仅在 `PATH` 添加到节点主机 PATH 前面时才接受（不允许替换）。macOS 节点完全丢弃 `PATH` 覆盖。 按智能体绑定节点（在配置中使用智能体列表索引）： ```bash openclaw config get agents.list openclaw config set agents.list[0].tools.exec.node "node-id-or-name" ``` 控制 UI：Nodes 标签页包含一个小的"Exec 节点绑定"面板用于相同的设置。 ## 会话覆盖（`/exec`） 使用 `/exec` 为 `host`、`security`、`ask` 和 `node` 设置\*\*每会话\*\*默认值。 不带参数发送 `/exec` 可显示当前值。 示例： ``` /exec host=gateway security=allowlist ask=on-miss node=mac-1 ``` ## 授权模型 `/exec` 仅对\*\*已授权发送者\*\*（渠道白名单/配对加 `commands.useAccessGroups`）生效。 它仅更新\*\*会话状态\*\*，不写入配置。要彻底禁用 exec，请通过工具策略拒绝它（`tools.deny: ["exec"]` 或按智能体配置）。除非你显式设置 `security=full` 和 `ask=off`，否则主机审批仍然适用。 ## Exec 审批（配套应用/节点主机） 沙箱隔离的智能体可以要求在 `exec` 于 Gateway 网关或节点主机上运行前进行逐请求审批。 参阅 [Exec 审批](/tools/exec-approvals) 了解策略、白名单和 UI 流程。 当需要审批时，exec 工具会立即返回 `status: "approval-pending"` 和审批 id。一旦被批准（或拒绝/超时），Gateway 网关会发出系统事件（`Exec finished` / `Exec denied`）。如果命令在 `tools.exec.approvalRunningNoticeMs` 之后仍在运行，会发出单次 `Exec running` 通知。 ## 白名单 + 安全二进制文件 白名单执行仅匹配\*\*解析后的二进制路径\*\*（不匹配基本名称）。当 `security=allowlist` 时，仅当每个管道段都在白名单中或是安全二进制文件时，shell 命令才会自动允许。在白名单模式下，链式命令（`;`、`&&`、`||`）和重定向会被拒绝。 ## 示例 前台： ```json { "tool": "exec", "command": "ls -la" } ``` 后台 + 轮询： ```json {"tool":"exec","command":"npm run build","yieldMs":1000} {"tool":"process","action":"poll","sessionId":""} ``` 发送按键（tmux 风格）： ```json {"tool":"process","action":"send-keys","sessionId":"","keys":["Enter"]} {"tool":"process","action":"send-keys","sessionId":"","keys":["C-c"]} {"tool":"process","action":"send-keys","sessionId":"","keys":["Up","Up","Enter"]} ``` 提交（仅发送 CR）： ```json { "tool": "process", "action": "submit", "sessionId": "" } ``` 粘贴（默认带括号）： ```json { "tool": "process", "action": "paste", "sessionId": "", "text": "line1\nline2\n" } ``` ## apply\_patch（实验性） `apply\_patch` 是 `exec` 的子工具，用于结构化多文件编辑。 需显式启用： ```json5 { tools: { exec: { applyPatch: { enabled: true, allowModels: ["gpt-5.2"] }, }, }, } ``` 注意事项： - 仅适用于 OpenAI/OpenAI Codex 模型。 - 工具策略仍然适用；`allow: ["exec"]` 隐式允许 `apply\_patch`。 - 配置位于 `tools.exec.applyPatch` 下。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/exec.md | main | opebclaw | [
-0.004990848246961832,
0.04038657620549202,
-0.11446624994277954,
-0.06580796092748642,
-0.006023814436048269,
-0.07420605421066284,
0.0038509753067046404,
0.0038436634931713343,
0.0033098652493208647,
0.06292057037353516,
0.13120321929454803,
-0.04612530395388603,
0.031717319041490555,
-0.0072921221144497395,
0.010276459157466888,
-0.0272985827177763,
0.007865066640079021,
-0.017186112701892853,
-0.009725461713969707,
-0.0898834690451622,
-0.038057636469602585,
0.021457793191075325,
-0.02436322718858719,
0.003068051068112254,
-0.09642431885004044,
0.004362187813967466,
-0.08481630682945251,
0.021464211866259575,
-0.008454401046037674,
-0.09368178993463516,
-0.043826624751091,
0.11735090613365173,
-0.04558638855814934,
0.011430899612605572,
0.11141631007194519,
0.12557034194469452,
0.04434085264801979,
-0.02396267093718052,
-0.022396141663193703,
-0.0325661227107048,
0.05178537964820862,
0.009248925372958183,
-0.022158360108733177,
-0.04857271909713745,
-0.01941106840968132,
0.01797620765864849,
-0.058283671736717224,
-0.06824149936437607,
-0.08899400383234024,
-0.0322161540389061,
0.020118827000260353,
0.06810768693685532,
-0.002758258953690529,
-0.010869846679270267,
0.05646422505378723,
-0.0029807493556290865,
-0.006342393811792135,
0.023882096633315086,
0.06081217899918556,
0.032037463039159775,
-0.06091470271348953,
0.11607158929109573,
-0.05962332338094711,
-0.009816914796829224,
-0.08279907703399658,
-0.025614699348807335,
-0.0007607999141328037,
-0.00986599549651146,
-0.0017172801308333874,
-0.019454358145594597,
-0.041733164340257645,
-0.07916420698165894,
-0.10106122493743896,
-0.02925306372344494,
-0.044448211789131165,
-0.017778489738702774,
0.03393357992172241,
-0.024814177304506302,
-0.12683884799480438,
-0.17374376952648163,
-0.0384879894554615,
0.009136582724750042,
-0.0423002764582634,
-0.07131452113389969,
-0.060326799750328064,
0.0867512971162796,
-0.030896615236997604,
-0.013341088779270649,
0.1850682646036148,
-0.00655772490426898,
0.0785239040851593,
-0.006990770809352398,
-0.03494059666991234,
0.0018169450340792537,
0.10804551094770432,
-0.012439173646271229,
0.0305939894169569,
0.03096664883196354,
-0.08316906541585922,
0.027387063950300217,
0.03952667489647865,
-0.02996053546667099,
-0.05722014605998993,
-0.018741928040981293,
-0.00791628286242485,
0.008829168044030666,
0.017885474488139153,
-0.0005884174606762826,
-0.010036169551312923,
0.013063997030258179,
-0.038786567747592926,
-0.02755862846970558,
-0.0013004891807213426,
-0.0592406764626503,
0.02789974771440029,
0.04409993439912796,
-0.03690660372376442,
-0.03200539946556091,
0.0034102778881788254,
0.05816274136304855,
0.08355408906936646,
0.02403346449136734,
-0.007797250058501959,
0.012215415947139263,
-0.0436725951731205,
-0.032697513699531555,
0.1088494211435318,
1.8370664285559096e-33,
-0.028934402391314507,
-0.060161154717206955,
-0.08128257095813751,
-0.022884823381900787,
0.11057328432798386,
-0.020800476893782616,
-0.006805167067795992,
0.03547767549753189,
-0.03945985808968544,
0.07005231082439423,
-0.009368867613375187,
-0.050814419984817505,
-0.06687496602535248,
0.008457010611891747,
0.008567268960177898,
-0.042291656136512756,
0.05877439305186272,
-0.009580337442457676,
0.01027965173125267,
0.006141476798802614,
0.05044068396091461,
-0.03374623879790306,
-0.055685725063085556,
0.056296367198228836,
0.05161995813250542,
0.02645683102309704,
-0.0995556116104126,
-0.023410292342305183,
0.07368230819702148,
0.03185942396521568,
0.03296167403459549,
0.046424828469753265,
-0.06902232766151428,
0.0206511989235878,
-0.06715088337659836,
0.026021312922239304,
-0.01283350121229887,
-0.0022430543322116137,
-0.035874444991350174,
-0.06927447766065598,
-0.049379631876945496,
-0.003305819584056735,
-0.036956872791051865,
0.04396265000104904,
0.0461277961730957,
-0.06471062451601028,
-0.0648181289434433,
-0.018572460860013962,
0.03276148810982704,
0.00899013876914978,
-0.0459124818444252,
0.008887885138392448,
0.02337738871574402,
0.016246043145656586,
0.004413812421262264,
-0.04873761907219887,
-0.08008947968482971,
0.00747270043939352,
-0.00041525621782056987,
0.06622262299060822,
0.004541939124464989,
0.08084303140640259,
-0.07328455150127411,
0.022076817229390144,
0.08572477102279663,
-0.0499710887670517,
-0.03022186830639839,
0.034135427325963974,
0.09552866220474243,
-0.02544640563428402,
-0.12803135812282562,
0.008829832077026367,
0.10298111289739609,
0.07164249569177628,
-0.0027494574896991253,
-0.05837053433060646,
-0.010206091217696667,
-0.011915107257664204,
-0.029402175918221474,
-0.030197396874427795,
-0.060810938477516174,
0.006037748418748379,
-0.0601242370903492,
-0.012122482992708683,
0.029499411582946777,
0.05040191113948822,
0.015683207660913467,
0.0286431722342968,
-0.0481431744992733,
-0.0000933330156840384,
-0.018789540976285934,
0.01577894203364849,
0.02188425324857235,
-0.001082294387742877,
-0.046710796654224396,
-8.448473325295605e-33,
-0.0065762377344071865,
0.042365994304418564,
-0.028835540637373924,
-0.05399832874536514,
-0.005131403915584087,
-0.05552016571164131,
-0.01147427223622799,
-0.06133035942912102,
-0.018239062279462814,
0.0009094037814065814,
-0.08477719873189926,
0.028189929202198982,
0.002377727534621954,
-0.009201857261359692,
-0.005873288493603468,
-0.020752685144543648,
-0.013413340784609318,
0.026849374175071716,
-0.007282345090061426,
0.07103341072797775,
-0.058766938745975494,
0.05615096911787987,
-0.07619637250900269,
-0.0029518657829612494,
0.02524644136428833,
0.027550257742404938,
0.0019330832874402404,
0.023521428927779198,
0.012113658711314201,
-0.0010334730613976717,
-0.002539816778153181,
-0.01644359901547432,
-0.10311957448720932,
0.1435001939535141,
-0.029676659032702446,
-0.05515773221850395,
-0.012701408006250858,
0.08003014326095581,
-0.04342196136713028,
-0.02946527861058712,
0.09901882708072662,
0.017955953255295753,
-0.021601788699626923,
-0.004948864225298166,
-0.06078377738595009,
0.06107953563332558,
0.016069307923316956,
-0.07034333795309067,
-0.05064721778035164,
-0.060420699417591095,
0.07401225715875626,
0.02333756536245346,
0.04115039482712746,
-0.0029593799263238907,
0.03889477252960205,
0.0026144739240407944,
0.022224821150302887,
-0.01584630273282528,
-0.08959546685218811,
-0.03594343364238739,
0.11593874543905258,
0.007827091962099075,
0.010950152762234211,
0.014237070456147194,
0.020656201988458633,
-0.0666995644569397,
-0.05847204104065895,
0.043546419590711594,
0.06883645057678223,
-0.039820365607738495,
0.05472809821367264,
0.04411957412958145,
-0.004478403367102146,
-0.015367661602795124,
0.022339053452014923,
-0.0032428198028355837,
-0.07492301613092422,
-0.05542394891381264,
-0.012047518976032734,
0.08502887189388275,
-0.04272240400314331,
0.022922901436686516,
-0.06586996465921402,
0.10054612159729004,
-0.07381996512413025,
-0.0273289754986763,
0.019246220588684082,
0.02670714072883129,
0.03703593090176582,
-0.04004475846886635,
0.0020447943825274706,
-0.06081114709377289,
0.017437880858778954,
0.06781238317489624,
-0.011391553096473217,
-5.3627786655852105e-8,
0.01706882007420063,
-0.12030333280563354,
-0.03528887405991554,
-0.024629706516861916,
0.030288215726614,
0.006082450971007347,
-0.06640353798866272,
-0.04618723317980766,
-0.04137987643480301,
-0.05827275291085243,
-0.006921485997736454,
0.011887659318745136,
-0.08961765468120575,
-0.019640421494841576,
-0.02197730727493763,
-0.030941039323806763,
-0.004298781044781208,
0.02500997856259346,
-0.0069207497872412205,
-0.1407155692577362,
-0.03759589418768883,
-0.013841647654771805,
-0.04899654537439346,
-0.042866386473178864,
-0.09734246134757996,
0.020158328115940094,
-0.03855695575475693,
-0.01949864812195301,
-0.0770452618598938,
0.02345883660018444,
0.07118605822324753,
-0.06613021343946457,
0.01623978652060032,
-0.037000130861997604,
0.05193199962377548,
0.0036499870475381613,
-0.004521990194916725,
-0.04202387109398842,
0.016509760171175003,
-0.028021110221743584,
0.0017583214212208986,
-0.03914116695523262,
-0.007567001041024923,
0.04331335797905922,
0.04080865532159805,
-0.01828746497631073,
0.007934733293950558,
-0.05296112596988678,
0.061945755034685135,
-0.10091692954301834,
0.042820654809474945,
0.05462237820029259,
0.00845308881253004,
0.028697922825813293,
0.08539306372404099,
0.028456946834921837,
-0.019495967775583267,
-0.07987139374017715,
0.02207767777144909,
0.07163459807634354,
-0.03556238114833832,
0.07076112180948257,
0.05230085924267769,
0.025108234956860542
] | 0.13368 |
# 创建自定义 Skills 🛠 OpenClaw 被设计为易于扩展。"Skills"是为你的助手添加新功能的主要方式。 ## 什么是 Skill？ Skill 是一个包含 `SKILL.md` 文件（为 LLM 提供指令和工具定义）的目录，可选包含一些脚本或资源。 ## 分步指南：你的第一个 Skill ### 1. 创建目录 Skills 位于你的工作区中，通常是 `~/.openclaw/workspace/skills/`。为你的 Skill 创建一个新文件夹： ```bash mkdir -p ~/.openclaw/workspace/skills/hello-world ``` ### 2. 定义 `SKILL.md` 在该目录中创建一个 `SKILL.md` 文件。此文件使用 YAML frontmatter 作为元数据，使用 Markdown 作为指令。 ```markdown --- name: hello\_world description: A simple skill that says hello. --- # Hello World Skill When the user asks for a greeting, use the `echo` tool to say "Hello from your custom skill!". ``` ### 3. 添加工具（可选） 你可以在 frontmatter 中定义自定义工具，或指示智能体使用现有的系统工具（如 `bash` 或 `browser`）。 ### 4. 刷新 OpenClaw 让你的智能体"刷新 skills"或重启 Gateway 网关。OpenClaw 将发现新目录并索引 `SKILL.md`。 ## 最佳实践 - \*\*简洁明了\*\*：指示模型\*做什么\*，而不是如何成为一个 AI。 - \*\*安全第一\*\*：如果你的 Skill 使用 `bash`，确保提示词不允许来自不受信任用户输入的任意命令注入。 - \*\*本地测试\*\*：使用 `openclaw agent --message "use my new skill"` 进行测试。 ## 共享 Skills 你也可以在 [ClawHub](https://clawhub.com) 上浏览和贡献 Skills。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/creating-skills.md | main | opebclaw | [
-0.0363704077899456,
0.02301849238574505,
-0.014894803054630756,
-0.016480308026075363,
-0.004359208047389984,
-0.06720258295536041,
0.04613284394145012,
0.023044712841510773,
-0.04018453136086464,
-0.008491838350892067,
0.0938253104686737,
-0.061590246856212616,
0.05617065355181694,
-0.025397824123501778,
0.022040193900465965,
0.06432756781578064,
-0.07000106573104858,
0.046890005469322205,
-0.04097137972712517,
-0.04364357888698578,
-0.009436317719519138,
0.037670284509658813,
0.06299759447574615,
-0.03946048393845558,
0.0057867043651640415,
0.023752814158797264,
-0.039381589740514755,
0.039182666689157486,
0.0034544209484010935,
-0.046215757727622986,
0.018599268049001694,
0.09856648743152618,
0.012476950883865356,
0.03797316178679466,
0.14396561682224274,
0.1435038298368454,
0.022600261494517326,
-0.018611662089824677,
-0.05605417490005493,
-0.004479833412915468,
-0.03006850741803646,
0.012338496744632721,
-0.0025757860857993364,
-0.0474398098886013,
-0.031067833304405212,
-0.0017728348029777408,
-0.03575051203370094,
-0.053754113614559174,
-0.07785499095916748,
0.014461412094533443,
-0.14380277693271637,
-0.12623456120491028,
-0.05741837993264198,
-0.09618113934993744,
0.09066159278154373,
0.08389462530612946,
-0.05122802406549454,
-0.01565433479845524,
0.006688499823212624,
-0.05713285505771637,
0.0038668077904731035,
0.05623370781540871,
-0.054039712995290756,
-0.01660253293812275,
-0.032738588750362396,
-0.01396400947123766,
-0.05050751194357872,
-0.004716591909527779,
-0.0344223789870739,
-0.025074029341340065,
-0.08341021835803986,
-0.002019179053604603,
-0.03089766576886177,
0.06910613179206848,
-0.05265585333108902,
-0.04738287255167961,
0.012755208648741245,
0.004113876260817051,
-0.05629108473658562,
-0.14756998419761658,
-0.08643374592065811,
-0.008065017871558666,
-0.006377530284225941,
0.026162583380937576,
-0.028450360521674156,
0.07857858389616013,
-0.05621711164712906,
0.010092847980558872,
0.10047987103462219,
-0.017853230237960815,
0.015623943880200386,
-0.09233317524194717,
0.0010756010888144374,
0.028721386566758156,
0.010323582217097282,
0.0029276092536747456,
0.05391549691557884,
0.07509879022836685,
-0.08217258751392365,
0.06208411231637001,
-0.00486458744853735,
-0.06910243630409241,
0.0009028319618664682,
-0.009970702230930328,
-0.055526282638311386,
0.06523562222719193,
-0.012214305810630322,
0.027592239901423454,
0.03581734374165535,
-0.03543965145945549,
-0.012779555283486843,
-0.05008377134799957,
-0.0548437274992466,
-0.10792515426874161,
-0.019477052614092827,
0.010520166717469692,
-0.036675430834293365,
-0.059987835586071014,
-0.008691230788826942,
0.06758581846952438,
0.08741293102502823,
0.025776086375117302,
-0.04328617453575134,
-0.026154430583119392,
-0.04586592689156532,
-0.03573920205235481,
0.09269257634878159,
-4.805596311959173e-34,
0.09480009227991104,
-0.00009426238830201328,
-0.03703685477375984,
0.01947738230228424,
0.09419721364974976,
-0.03800821304321289,
0.0575832836329937,
0.024970488622784615,
-0.10334216803312302,
0.04007675126194954,
0.01694507896900177,
-0.0046440716832876205,
-0.15877452492713928,
0.022670220583677292,
0.024970073252916336,
-0.0007824556087143719,
0.0019189728191122413,
0.009692867286503315,
-0.03811856731772423,
0.00394514249637723,
0.017634382471442223,
0.06396352499723434,
-0.04949722811579704,
-0.005456085782498121,
-0.031035305932164192,
0.05077965930104256,
0.06376978009939194,
-0.0495075024664402,
0.02197348140180111,
0.04204755648970604,
0.03549627214670181,
-0.07197720557451248,
-0.04349208250641823,
0.02788132056593895,
-0.06956801563501358,
0.06486943364143372,
-0.02921883575618267,
-0.039816271513700485,
-0.009933494962751865,
-0.03958042338490486,
-0.022779209539294243,
-0.016683021560311317,
-0.0160332340747118,
0.013013981282711029,
0.04662367329001427,
-0.05124933645129204,
-0.044438838958740234,
-0.0035655582323670387,
-0.03918188065290451,
0.013600805774331093,
-0.022461501881480217,
0.04674101993441582,
0.05803205817937851,
-0.00793677568435669,
-0.009516757912933826,
-0.003441905602812767,
-0.050199199467897415,
0.04625570401549339,
-0.06639544665813446,
0.02714606747031212,
-0.002540964400395751,
0.047723572701215744,
-0.041845232248306274,
0.08689095824956894,
0.019330795854330063,
0.02621653862297535,
0.07499706745147705,
-0.034278690814971924,
0.07138024270534515,
-0.01642608270049095,
-0.0947335734963417,
-0.0008674304699525237,
0.09419933706521988,
0.06451071053743362,
-0.024061884731054306,
-0.08420591056346893,
0.004787253215909004,
-0.05700945109128952,
-0.010749151930212975,
-0.05665978044271469,
-0.06322886049747467,
0.02227884903550148,
-0.08896148949861526,
-0.04020636901259422,
-0.00010704946180339903,
-0.015592515468597412,
0.05288584902882576,
-0.029121439903974533,
-0.004845092073082924,
-0.005893140099942684,
-0.07451337575912476,
-0.053204797208309174,
-0.05326841399073601,
-0.022799331694841385,
-0.04099418222904205,
-4.06166101848328e-33,
0.050843313336372375,
-0.0060527450405061245,
-0.04285326600074768,
0.058913715183734894,
-0.025641359388828278,
-0.02036099322140217,
0.05209052190184593,
-0.0261929240077734,
-0.022663267329335213,
-0.003571967361494899,
-0.06803763657808304,
0.041134078055620193,
-0.021499933674931526,
-0.04155011847615242,
0.004719974938780069,
-0.005144431721419096,
-0.0423065647482872,
0.03179948776960373,
-0.030982669442892075,
0.019917359575629234,
-0.01354227215051651,
0.062455881386995316,
-0.08907414972782135,
0.07955631613731384,
0.02904902957379818,
0.0226276982575655,
0.027452273294329643,
-0.002612109761685133,
-0.034347474575042725,
0.04264611750841141,
0.010777538642287254,
0.006330334581434727,
-0.05265158414840698,
0.06301933526992798,
-0.045475006103515625,
-0.06319847702980042,
-0.051029764115810394,
-0.04688982665538788,
-0.03497841954231262,
0.057833585888147354,
0.04178505390882492,
-0.034780774265527725,
-0.02004907839000225,
0.007907449267804623,
-0.08128505945205688,
0.014336689375340939,
-0.030743934214115143,
-0.0519300177693367,
-0.023742619901895523,
-0.04320543259382248,
0.08580320328474045,
-0.03206559643149376,
-0.015435392037034035,
-0.05551937222480774,
0.005237003788352013,
0.03720235824584961,
0.0004264998424332589,
-0.0744287371635437,
-0.08312258124351501,
-0.01533470954746008,
0.018231617286801338,
0.0324980691075325,
0.007574555929750204,
0.06828860193490982,
0.02992330491542816,
-0.06171132251620293,
-0.06212872266769409,
0.03495265170931816,
-0.02263161540031433,
-0.09866513311862946,
-0.01963666081428528,
0.06204737722873688,
0.09682442247867584,
-0.059773508459329605,
0.052744992077350616,
0.017443668097257614,
0.005918032955378294,
0.04008825868368149,
0.009618919342756271,
0.050328753888607025,
-0.006274934858083725,
-0.015458611771464348,
0.010571865364909172,
0.09749564528465271,
-0.00022940828057471663,
0.026600375771522522,
-0.012920943088829517,
0.14248153567314148,
-0.03850174695253372,
-0.05669021233916283,
-0.01708434708416462,
0.07072549313306808,
0.06705620884895325,
0.03838449716567993,
-0.07215473800897598,
-5.041851736109493e-8,
-0.1127244383096695,
-0.07613849639892578,
-0.05138449743390083,
-0.031384147703647614,
-0.049458809196949005,
0.03407374769449234,
-0.0389864444732666,
0.040224481374025345,
-0.022422444075345993,
-0.043647121638059616,
0.07087613642215729,
-0.01534376759082079,
-0.08816085755825043,
-0.020976195111870766,
-0.06871423125267029,
-0.03614751622080803,
-0.009487493894994259,
0.08589810878038406,
-0.021985122933983803,
-0.05649667605757713,
0.025841830298304558,
0.06350795924663544,
0.004717129748314619,
-0.014666678383946419,
-0.08770651370286942,
-0.007318045478314161,
-0.09966030716896057,
0.04624537378549576,
-0.05272064357995987,
0.05211557820439339,
0.099214106798172,
-0.016134178265929222,
0.08596109598875046,
0.010370464995503426,
0.05899139493703842,
0.015810029581189156,
0.07862117141485214,
0.020720433443784714,
-0.0009172441787086427,
0.03506478667259216,
0.0403335839509964,
-0.024132506921887398,
-0.04200904071331024,
0.028701383620500565,
0.02309313416481018,
-0.06643533706665039,
0.048544783145189285,
-0.02086794748902321,
-0.005017378833144903,
-0.110323965549469,
-0.01584966666996479,
-0.012152835726737976,
-0.0007506172405555844,
-0.041773561388254166,
0.023839564993977547,
0.07259051501750946,
0.06222139298915863,
0.028035849332809448,
-0.014536368660628796,
0.055679719895124435,
0.03203269839286804,
0.03535576909780502,
0.027970150113105774,
0.1286776214838028
] | 0.064069 |
# Chrome 扩展（浏览器中继） OpenClaw Chrome 扩展让智能体控制你\*\*现有的 Chrome 标签页\*\*（你的正常 Chrome 窗口），而不是启动一个单独的 openclaw 管理的 Chrome 配置文件。 附加/分离通过一个\*\*单独的 Chrome 工具栏按钮\*\*实现。 ## 它是什么（概念） 有三个部分： - \*\*浏览器控制服务\*\*（Gateway 网关或节点）：智能体/工具调用的 API（通过 Gateway 网关） - \*\*本地中继服务器\*\*（loopback CDP）：在控制服务器和扩展之间桥接（默认 `http://127.0.0.1:18792`） - \*\*Chrome MV3 扩展\*\*：使用 `chrome.debugger` 附加到活动标签页，并将 CDP 消息传送到中继 然后 OpenClaw 通过正常的 `browser` 工具界面控制附加的标签页（选择正确的配置文件）。 ## 安装/加载（未打包） 1. 将扩展安装到稳定的本地路径： ```bash openclaw browser extension install ``` 2. 打印已安装扩展的目录路径： ```bash openclaw browser extension path ``` 3. Chrome → `chrome://extensions` - 启用"开发者模式" - "加载已解压的扩展程序" → 选择上面打印的目录 4. 固定扩展。 ## 更新（无构建步骤） 扩展作为静态文件包含在 OpenClaw 发布版（npm 包）中。没有单独的"构建"步骤。 升级 OpenClaw 后： - 重新运行 `openclaw browser extension install` 以刷新 OpenClaw 状态目录下的已安装文件。 - Chrome → `chrome://extensions` → 点击扩展上的"重新加载"。 ## 使用它（无需额外配置） OpenClaw 附带一个名为 `chrome` 的内置浏览器配置文件，它指向默认端口上的扩展中继。 使用它： - CLI：`openclaw browser --browser-profile chrome tabs` - 智能体工具：`browser` 配合 `profile="chrome"` 如果你想要不同的名称或不同的中继端口，创建你自己的配置文件： ```bash openclaw browser create-profile \ --name my-chrome \ --driver extension \ --cdp-url http://127.0.0.1:18792 \ --color "#00AA00" ``` ## 附加/分离（工具栏按钮） - 打开你希望 OpenClaw 控制的标签页。 - 点击扩展图标。 - 附加时徽章显示 `ON`。 - 再次点击以分离。 ## 它控制哪个标签页？ - 它\*\*不会\*\*自动控制"你正在查看的任何标签页"。 - 它\*\*仅\*\*控制你通过点击工具栏按钮\*\*明确附加的标签页\*\*。 - 要切换：打开另一个标签页并在那里点击扩展图标。 ## 徽章 + 常见错误 - `ON`：已附加；OpenClaw 可以驱动该标签页。 - `…`：正在连接到本地中继。 - `!`：中继不可达（最常见：浏览器中继服务器未在此机器上运行）。 如果你看到 `!`： - 确保 Gateway 网关在本地运行（默认设置），或者如果 Gateway 网关在其他地方运行，在此机器上运行一个节点主机。 - 打开扩展选项页面；它会显示中继是否可达。 ## 远程 Gateway 网关（使用节点主机） ### 本地 Gateway 网关（与 Chrome 在同一台机器上）——通常\*\*无需额外步骤\*\* 如果 Gateway 网关运行在与 Chrome 相同的机器上，它会在 loopback 上启动浏览器控制服务并自动启动中继服务器。扩展与本地中继通信；CLI/工具调用发送到 Gateway 网关。 ### 远程 Gateway 网关（Gateway 网关运行在其他地方）——\*\*运行节点主机\*\* 如果你的 Gateway 网关运行在另一台机器上，在运行 Chrome 的机器上启动一个节点主机。Gateway 网关将把浏览器操作代理到该节点；扩展 + 中继保持在浏览器机器本地。 如果连接了多个节点，使用 `gateway.nodes.browser.node` 固定一个或设置 `gateway.nodes.browser.mode`。 ## 沙箱隔离（工具容器） 如果你的智能体会话在沙箱中（`agents.defaults.sandbox.mode != "off"`），`browser` 工具可能受到限制： - 默认情况下，沙箱隔离的会话通常指向\*\*沙箱浏览器\*\*（`target="sandbox"`），而不是你的主机 Chrome。 - Chrome 扩展中继接管需要控制\*\*主机\*\*浏览器控制服务器。 选项： - 最简单：从\*\*非沙箱隔离\*\*的会话/智能体使用扩展。 - 或者为沙箱隔离的会话允许主机浏览器控制： ```json5 { agents: { defaults: { sandbox: { browser: { allowHostControl: true, }, }, }, }, } ``` 然后确保工具未被工具策略拒绝，并（如果需要）以 `target="host"` 调用 `browser`。 调试：`openclaw sandbox explain` ## 远程访问提示 - 将 Gateway 网关和节点主机保持在同一个 tailnet 上；避免将中继端口暴露到 LAN 或公共 Internet。 - 有意配对节点；如果你不想要远程控制，禁用浏览器代理路由（`gateway.nodes.browser.mode="off"`）。 ## "extension path"的工作原理 `openclaw browser extension path` 打印包含扩展文件的\*\*已安装\*\*磁盘目录。 CLI 有意\*\*不\*\*打印 `node\_modules` 路径。始终先运行 `openclaw browser extension install` 将扩展复制到 OpenClaw 状态目录下的稳定位置。 如果你移动或删除该安装目录，Chrome 将把扩展标记为损坏，直到你从有效路径重新加载它。 ## 安全影响（请阅读此内容） 这是强大且有风险的。将其视为给模型"在你的浏览器上动手"。 - 扩展使用 Chrome 的调试器 API（`chrome.debugger`）。附加时，模型可以： - 在该标签页中点击/输入/导航 - 读取页面内容 - 访问标签页已登录会话可以访问的任何内容 - \*\*这不像\*\*专用的 openclaw 管理配置文件那样隔离。 - 如果你附加到你的日常使用配置文件/标签页，你就是在授予对该账户状态的访问权限。 建议： - 对于扩展中继使用，优先使用专用的 Chrome 配置文件（与你的个人浏览分开）。 - 将 Gateway 网关和任何节点主机保持在仅限 tailnet；依赖 Gateway 网关身份验证 + 节点配对。 - 避免通过 LAN（`0.0.0.0`）暴露中继端口，避免使用 Funnel（公开）。 - 中继阻止非扩展来源，并要求 CDP 客户端提供内部身份验证令牌。 相关： - 浏览器工具概述：[浏览器](/tools/browser) - 安全审计：[安全](/gateway/security) - Tailscale 设置：[Tailscale](/gateway/tailscale) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/tools/chrome-extension.md | main | opebclaw | [
-0.06548330932855606,
0.02155115455389023,
-0.0356011688709259,
-0.05440155044198036,
0.018332967534661293,
-0.07494931668043137,
0.00410619517788291,
0.002334443386644125,
-0.004990241955965757,
-0.05881271883845329,
0.15263615548610687,
-0.051527176052331924,
0.005804131273180246,
-0.033933125436306,
0.0306233000010252,
0.06380811333656311,
-0.02394224889576435,
0.052310943603515625,
-0.007661950308829546,
-0.01046566478908062,
-0.03992624953389168,
-0.07975255697965622,
-0.009084157645702362,
-0.008425040170550346,
-0.03955307602882385,
0.10329683870077133,
-0.0418233647942543,
0.02177221141755581,
0.02885587140917778,
-0.07227961719036102,
-0.049199335277080536,
0.032032303512096405,
0.037952177226543427,
-0.0036989785730838776,
0.11172333359718323,
0.028037143871188164,
-0.030563492327928543,
0.015693336725234985,
-0.06967665255069733,
0.05715203657746315,
-0.00901755876839161,
0.06291066110134125,
0.005974555388092995,
-0.06722115725278854,
-0.011242734268307686,
-0.030960310250520706,
-0.043304912745952606,
0.006456256378442049,
-0.05330350995063782,
-0.08611302822828293,
-0.017897294834256172,
0.00802504550665617,
-0.0686030238866806,
-0.026132702827453613,
0.023078367114067078,
-0.05939916893839836,
-0.0039667063392698765,
-0.014838192611932755,
0.07758322358131409,
0.03218324854969978,
-0.018810326233506203,
0.06222531571984291,
-0.02869603969156742,
0.02190278097987175,
-0.045459430664777756,
0.04340695962309837,
-0.007381904870271683,
0.009794136509299278,
-0.03376055508852005,
-0.01541625615209341,
-0.05829044058918953,
-0.015231642872095108,
-0.017557278275489807,
0.03570067882537842,
0.004381969105452299,
-0.02566244825720787,
0.011017329059541225,
0.035533253103494644,
-0.09189344197511673,
-0.12663382291793823,
-0.043250225484371185,
-0.02075478807091713,
0.03770633786916733,
-0.0009243152453564107,
0.015060518868267536,
0.14275136590003967,
-0.04754909873008728,
-0.05434843525290489,
0.08860534429550171,
-0.03146684542298317,
-0.02457953616976738,
0.0026418394409120083,
0.03017633594572544,
0.030544642359018326,
0.05294564738869667,
-0.04557226225733757,
0.10699117928743362,
0.07174714654684067,
-0.03427547961473465,
0.04123450070619583,
0.07629140466451645,
-0.02273307740688324,
-0.04674568772315979,
-0.06449248641729355,
-0.057216886430978775,
-0.004696391057223082,
-0.019513027742505074,
0.06296373903751373,
0.08075081557035446,
0.04618776962161064,
-0.022667966783046722,
-0.07667648047208786,
0.01587720587849617,
-0.170694962143898,
-0.06285011768341064,
-0.0047907703556120396,
-0.028959156945347786,
-0.037798527628183365,
0.0704515129327774,
0.019234981387853622,
0.05793776363134384,
0.013616750948131084,
-0.08061106503009796,
-0.07696735113859177,
-0.012880135327577591,
-0.05798882618546486,
0.11942392587661743,
6.105844133359803e-34,
-0.015028522349894047,
0.035467661917209625,
-0.06477411836385727,
-0.06221186742186546,
0.09947933256626129,
-0.08514373004436493,
0.023395037278532982,
-0.011222182773053646,
-0.06401282548904419,
0.03976812958717346,
0.04378844425082207,
0.03010806441307068,
-0.14008517563343048,
0.01882161758840084,
0.027895871549844742,
0.02006387896835804,
0.004657854791730642,
0.002732208464294672,
0.006862985901534557,
-0.028737744316458702,
0.0025548951234668493,
-0.012735570780932903,
-0.012277376838028431,
-0.01979403756558895,
0.0065068756230175495,
0.06303904950618744,
-0.041889529675245285,
-0.00005945256270933896,
-0.05811727046966553,
0.0407174676656723,
0.026672206819057465,
-0.0025171306915581226,
-0.049444664269685745,
0.04069006070494652,
-0.06381594389677048,
-0.008746987208724022,
-0.027780864387750626,
-0.034768398851156235,
-0.05653752386569977,
0.015926336869597435,
-0.015147516503930092,
-0.06535565108060837,
-0.05991305410861969,
0.009617945179343224,
0.034790173172950745,
-0.06963623315095901,
-0.08721525967121124,
-0.0534558929502964,
0.043313439935445786,
-0.02250157669186592,
-0.06994625926017761,
0.025935187935829163,
-0.018160467967391014,
0.06903494149446487,
-0.024401439353823662,
-0.031241541728377342,
-0.03209953010082245,
-0.029436413198709488,
-0.03446628525853157,
-0.0019806884229183197,
0.024473179131746292,
0.05800376087427139,
-0.03180145099759102,
0.02714853733778,
0.050420839339494705,
-0.027667904272675514,
0.005662731826305389,
0.07944207638502121,
0.019475162029266357,
-0.08688456565141678,
-0.09256599098443985,
-0.01794794388115406,
0.09019442647695541,
0.05894000455737114,
-0.04577699303627014,
-0.08451271057128906,
-0.0716727077960968,
0.014403529465198517,
0.057675864547491074,
-0.027116386219859123,
-0.062365151941776276,
-0.06115773320198059,
0.0011040891986340284,
-0.008002911694347858,
-0.06447583436965942,
0.05812209099531174,
0.07152557373046875,
-0.020663077011704445,
-0.021916629746556282,
0.06388648599386215,
-0.15364930033683777,
-0.02187405899167061,
-0.04203848913311958,
-0.01782238855957985,
-0.03906693682074547,
-5.501718005373385e-33,
-0.05770460516214371,
-0.00874244887381792,
-0.0632902979850769,
0.004250123631209135,
-0.0683094710111618,
-0.02232488989830017,
0.03187594562768936,
0.04540521278977394,
0.03720550239086151,
0.0018878818955272436,
-0.0035022166557610035,
-0.0073592932894825935,
-0.0006659833597950637,
-0.005233438219875097,
0.028031805530190468,
0.052577562630176544,
0.017903629690408707,
0.030891278758645058,
-0.06832525134086609,
0.0017464873380959034,
-0.0057081119157373905,
-0.06959444284439087,
-0.1296168714761734,
0.019696708768606186,
0.0329165905714035,
0.06443872302770615,
0.07207031548023224,
-0.052920155227184296,
0.06861409544944763,
0.03965955227613449,
-0.006648032460361719,
0.07893497496843338,
-0.026980038732290268,
0.08945833146572113,
-0.030128292739391327,
-0.02681897208094597,
0.04021454229950905,
0.004232825245708227,
-0.04397325962781906,
-0.027121402323246002,
0.04615938663482666,
-0.0015828466275706887,
0.024015331640839577,
0.030287548899650574,
-0.041497647762298584,
0.07799988240003586,
-0.014808740466833115,
-0.008771348744630814,
-0.04800627380609512,
-0.02238166518509388,
0.1281745880842209,
-0.0035458034835755825,
0.0033536944538354874,
-0.008132846094667912,
-0.008563509210944176,
0.045547761023044586,
-0.012136551551520824,
-0.043007511645555496,
-0.054940611124038696,
-0.09532389789819717,
0.04305586591362953,
0.04278669133782387,
-0.09723801165819168,
0.05968541279435158,
0.02414858713746071,
0.027000917121767998,
-0.008519520051777363,
0.01365274004638195,
0.028813086450099945,
-0.10540954023599625,
0.007773926015943289,
0.014660033397376537,
0.01696338877081871,
-0.07311461120843887,
-0.009974733926355839,
-0.007503749802708626,
0.0465955026447773,
0.07521580904722214,
-0.007775894831866026,
0.014892561361193657,
0.01844979077577591,
0.03268667683005333,
0.02414914220571518,
0.06480026990175247,
-0.008168588392436504,
-0.027351953089237213,
-0.06766617298126221,
0.07227549701929092,
-0.010220490396022797,
-0.027457157149910927,
-0.008739587850868702,
0.09773772209882736,
-0.06080595403909683,
0.08992842584848404,
0.011064698919653893,
-4.030690448075802e-8,
0.006029048934578896,
-0.040051281452178955,
-0.08423800766468048,
-0.023876167833805084,
0.0030650736298412085,
-0.019378293305635452,
-0.02522778883576393,
-0.04739096015691757,
-0.06399202346801758,
-0.06428942829370499,
0.010523103177547455,
0.0681634172797203,
-0.11168818920850754,
0.021395143121480942,
-0.04410511255264282,
0.012108927592635155,
-0.07951713353395462,
0.06797007471323013,
0.032154381275177,
-0.074594646692276,
-0.05424279719591141,
0.04561880603432655,
0.07458560913801193,
-0.07660674303770065,
-0.06645336002111435,
0.03752885013818741,
-0.043532758951187134,
0.05872518569231033,
-0.02122274599969387,
-0.007927931845188141,
-0.012276568450033665,
-0.02121732011437416,
-0.012773213908076286,
-0.04785019904375076,
0.07895223796367645,
0.03131098300218582,
0.000778555404394865,
-0.06389743834733963,
-0.014785312116146088,
-0.02674487791955471,
0.05735868215560913,
-0.06571470946073532,
-0.04467358440160751,
0.037007562816143036,
0.06702561676502228,
-0.019282644614577293,
-0.013096421957015991,
0.021167749539017677,
0.10236339271068573,
-0.05058993026614189,
-0.05890628695487976,
-0.03936244174838066,
0.052610110491514206,
-0.03835570812225342,
0.042933035641908646,
0.05250445753335953,
0.03924807533621788,
-0.07623371481895447,
0.02553415857255459,
0.054565977305173874,
-0.010911257937550545,
0.03506658598780632,
0.085932657122612,
0.08016663789749146
] | 0.086354 |
# 卸载 两种方式： - 如果 `openclaw` 仍已安装，使用\*\*简单方式\*\*。 - 如果 CLI 已删除但服务仍在运行，使用\*\*手动服务移除\*\*。 ## 简单方式（CLI 仍已安装） 推荐：使用内置卸载程序： ```bash openclaw uninstall ``` 非交互式（自动化 / npx）： ```bash openclaw uninstall --all --yes --non-interactive npx -y openclaw uninstall --all --yes --non-interactive ``` 手动步骤（效果相同）： 1. 停止 Gateway 网关服务： ```bash openclaw gateway stop ``` 2. 卸载 Gateway 网关服务（launchd/systemd/schtasks）： ```bash openclaw gateway uninstall ``` 3. 删除状态 + 配置： ```bash rm -rf "${OPENCLAW\_STATE\_DIR:-$HOME/.openclaw}" ``` 如果你将 `OPENCLAW\_CONFIG\_PATH` 设置为状态目录外的自定义位置，也请删除该文件。 4. 删除你的工作区（可选，移除智能体文件）： ```bash rm -rf ~/.openclaw/workspace ``` 5. 移除 CLI 安装（选择你使用的那个）： ```bash npm rm -g openclaw pnpm remove -g openclaw bun remove -g openclaw ``` 6. 如果你安装了 macOS 应用： ```bash rm -rf /Applications/OpenClaw.app ``` 注意事项： - 如果你使用了配置文件（`--profile` / `OPENCLAW\_PROFILE`），对每个状态目录重复步骤 3（默认为 `~/.openclaw-`）。 - 在远程模式下，状态目录位于 \*\*Gateway 网关主机\*\*上，因此也需要在那里运行步骤 1-4。 ## 手动服务移除（CLI 未安装） 如果 Gateway 网关服务持续运行但 `openclaw` 缺失，请使用此方法。 ### macOS（launchd） 默认标签是 `bot.molt.gateway`（或 `bot.molt.`；旧版 `com.openclaw.\*` 可能仍然存在）： ```bash launchctl bootout gui/$UID/bot.molt.gateway rm -f ~/Library/LaunchAgents/bot.molt.gateway.plist ``` 如果你使用了配置文件，请将标签和 plist 名称替换为 `bot.molt.`。如果存在任何旧版 `com.openclaw.\*` plist，请将其移除。 ### Linux（systemd 用户单元） 默认单元名称是 `openclaw-gateway.service`（或 `openclaw-gateway-.service`）： ```bash systemctl --user disable --now openclaw-gateway.service rm -f ~/.config/systemd/user/openclaw-gateway.service systemctl --user daemon-reload ``` ### Windows（计划任务） 默认任务名称是 `OpenClaw Gateway`（或 `OpenClaw Gateway ()`）。 任务脚本位于你的状态目录下。 ```powershell schtasks /Delete /F /TN "OpenClaw Gateway" Remove-Item -Force "$env:USERPROFILE\.openclaw\gateway.cmd" ``` 如果你使用了配置文件，请删除匹配的任务名称和 `~\.openclaw-\gateway.cmd`。 ## 普通安装 vs 源码检出 ### 普通安装（install.sh / npm / pnpm / bun） 如果你使用了 `https://openclaw.ai/install.sh` 或 `install.ps1`，CLI 是通过 `npm install -g openclaw@latest` 安装的。 使用 `npm rm -g openclaw` 移除（或 `pnpm remove -g` / `bun remove -g`，如果你是用那种方式安装的）。 ### 源码检出（git clone） 如果你从仓库检出运行（`git clone` + `openclaw ...` / `bun run openclaw ...`）： 1. 在删除仓库\*\*之前\*\*卸载 Gateway 网关服务（使用上面的简单方式或手动服务移除）。 2. 删除仓库目录。 3. 按上述方式移除状态 + 工作区。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/uninstall.md | main | opebclaw | [
-0.03911213204264641,
0.043035075068473816,
-0.05693543702363968,
-0.034085847437381744,
0.019213613122701645,
-0.06125350296497345,
0.015286012552678585,
-0.030415011569857597,
-0.009596266783773899,
-0.006526524666696787,
0.055239032953977585,
-0.04507278650999069,
0.02871842309832573,
-0.01478191651403904,
0.05053103715181351,
0.08011647313833237,
-0.022228499874472618,
-0.04765665531158447,
-0.0036630353424698114,
-0.025525948032736778,
-0.04790384694933891,
0.06014164537191391,
-0.023188818246126175,
0.004028301686048508,
-0.05135372281074524,
0.040108852088451385,
-0.0551600307226181,
-0.018067046999931335,
-0.0675521194934845,
-0.008200997486710548,
0.0032842166256159544,
0.09891863912343979,
-0.0045402091927826405,
-0.03824269026517868,
0.14041660726070404,
0.07299955189228058,
0.025312390178442,
0.0026035127229988575,
-0.08740896731615067,
-0.030846253037452698,
0.059116870164871216,
0.0322868749499321,
-0.04033873975276947,
-0.10008545219898224,
-0.039764080196619034,
-0.039794303476810455,
-0.07989275455474854,
-0.12438728660345078,
-0.03418058902025223,
-0.010252523235976696,
-0.04494331032037735,
-0.03027689829468727,
-0.024402495473623276,
-0.044009383767843246,
0.11326326429843903,
-0.0020233835093677044,
0.016459325328469276,
0.0009479370201006532,
0.07285305112600327,
-0.03358539193868637,
0.009311181493103504,
-0.00865460280328989,
-0.04876815527677536,
0.03549604117870331,
-0.0585547499358654,
-0.011186514049768448,
-0.07419606298208237,
-0.07929996401071548,
0.015771660953760147,
0.014379858039319515,
-0.042628221213817596,
0.030529236420989037,
-0.011441310867667198,
-0.04397600516676903,
-0.055460553616285324,
-0.024178827181458473,
0.07218477129936218,
-0.04166760295629501,
-0.0954800471663475,
-0.12275666743516922,
-0.10064662992954254,
0.007595024537295103,
-0.012711591087281704,
0.0245070643723011,
-0.00965372659265995,
0.19635336101055145,
-0.07416725158691406,
-0.01590152643620968,
0.08248904347419739,
0.009128707461059093,
-0.023136330768465996,
-0.06314298510551453,
0.020241113379597664,
0.03282247111201286,
0.051232192665338516,
-0.049132999032735825,
0.0455298125743866,
0.014453834854066372,
-0.07602677494287491,
0.06873525679111481,
0.04278223589062691,
-0.02234482578933239,
0.04905101656913757,
-0.004468459635972977,
-0.06742534041404724,
0.05395308881998062,
-0.02970828488469124,
0.034710582345724106,
-0.02326066605746746,
-0.012377995066344738,
-0.01888887584209442,
-0.07834077626466751,
0.07172512263059616,
-0.08501152694225311,
-0.029320426285266876,
0.056569263339042664,
-0.03715185448527336,
0.0002198343863710761,
-0.008421985432505608,
0.06192895397543907,
0.06767239421606064,
-0.019189052283763885,
-0.03839899227023125,
-0.0012730163289234042,
0.010275744833052158,
0.015896473079919815,
0.14419114589691162,
6.404919742745244e-33,
-0.026400675997138023,
-0.07971397787332535,
-0.050255659967660904,
0.0070253824815154076,
0.12060195952653885,
0.004308939445763826,
-0.022614791989326477,
0.018557414412498474,
-0.08068415522575378,
0.08873946964740753,
0.018987027928233147,
0.043552059680223465,
-0.09904300421476364,
-0.0021243763621896505,
0.06908565014600754,
-0.04744388908147812,
0.02313309721648693,
0.0018942216411232948,
-0.00729365786537528,
-0.08515570312738419,
0.10179007053375244,
0.02013559825718403,
-0.08159589022397995,
0.0043890103697776794,
-0.001178105128929019,
-0.0031918841414153576,
0.016659356653690338,
-0.007919978350400925,
0.03304889053106308,
0.04319794103503227,
0.07665744423866272,
0.0032520631793886423,
-0.07103759050369263,
0.04125994071364403,
-0.06618732213973999,
0.023017121478915215,
-0.07418522983789444,
-0.020738791674375534,
-0.10780423879623413,
-0.019655391573905945,
-0.04517526924610138,
0.024774620309472084,
-0.08634857088327408,
-0.010485491715371609,
0.07072170823812485,
-0.07312534749507904,
-0.07076331973075867,
0.01172437984496355,
0.05101648345589638,
0.006696304306387901,
-0.029294414445757866,
0.044265806674957275,
0.07265423983335495,
-0.004763497039675713,
-0.035231173038482666,
-0.033548835664987564,
-0.01743474043905735,
-0.006125516723841429,
-0.01694163866341114,
0.01278662495315075,
0.013778856955468655,
0.059598010033369064,
0.02540973201394081,
0.024992836639285088,
0.08598165959119797,
-0.02767540141940117,
0.05550059676170349,
0.008940140716731548,
-0.033757612109184265,
-0.0011172028025612235,
-0.07671453058719635,
-0.04009281471371651,
0.06753890216350555,
0.08862932026386261,
-0.00804771576076746,
-0.07963008433580399,
-0.0014632763341069221,
-0.03754261136054993,
0.018316397443413734,
-0.025440366938710213,
-0.00430694967508316,
-0.047683123499155045,
-0.07622850686311722,
-0.015427670441567898,
0.03691162168979645,
0.009095313958823681,
-0.00023470383894164115,
-0.015315084718167782,
-0.029320377856492996,
0.09564194828271866,
-0.07576833665370941,
-0.014634402468800545,
-0.06910066306591034,
0.03500853478908539,
-0.0771980732679367,
-1.0347297104636848e-32,
-0.04778747260570526,
0.05022537708282471,
0.005718652158975601,
-0.06527877599000931,
-0.05913550406694412,
-0.0011876736534759402,
-0.011161763221025467,
-0.02928606979548931,
0.02183484472334385,
0.016910521313548088,
-0.026204612106084824,
0.11857561022043228,
0.05395565554499626,
-0.0006604236550629139,
0.06385695189237595,
0.03620881214737892,
-0.0004007022944279015,
0.0014601366128772497,
-0.08780213445425034,
0.07551667839288712,
-0.019999364390969276,
0.06142076849937439,
-0.10569651424884796,
0.008859734050929546,
0.03596929460763931,
0.053270455449819565,
0.09294954687356949,
0.03573669120669365,
-0.0031599458307027817,
0.015681438148021698,
0.0010750251822173595,
0.03689463064074516,
-0.0576784610748291,
0.10213591158390045,
-0.025029174983501434,
-0.041821762919425964,
0.001022626762278378,
0.010203566402196884,
-0.02805534191429615,
-0.052182696759700775,
0.013173733837902546,
0.016230367124080658,
-0.0028537947218865156,
0.0062378160655498505,
-0.020917031913995743,
0.0365508571267128,
-0.04013558849692345,
-0.03430144488811493,
-0.0980825424194336,
-0.02058565802872181,
-0.028350738808512688,
-0.031831514090299606,
0.056997764855623245,
-0.0073530846275389194,
0.06000261753797531,
0.03362168371677399,
0.031918250024318695,
-0.022441435605287552,
-0.04673462361097336,
-0.14548014104366302,
0.07085517048835754,
0.010264110751450062,
-0.05329158157110214,
0.07333184033632278,
0.0012826317688450217,
-0.06205345317721367,
-0.03186618536710739,
-0.016838761046528816,
-0.022050540894269943,
-0.15745079517364502,
-0.006592798046767712,
0.06153882294893265,
-0.03191515430808067,
-0.07715010643005371,
-0.012806045822799206,
0.017770854756236076,
-0.0017667891224846244,
0.006225536111742258,
-0.06264498829841614,
0.03529525548219681,
0.023818477988243103,
-0.0226434376090765,
0.07687942683696747,
-0.0076417475938797,
-0.07494844496250153,
-0.05358289182186127,
-0.02159309946000576,
0.04590996727347374,
0.05808812007308006,
0.02624054253101349,
-0.027452252805233,
0.06010260432958603,
0.056208059191703796,
0.023582937195897102,
-0.010717512108385563,
-5.2544972817258895e-8,
-0.033599790185689926,
-0.11500567197799683,
-0.06427444517612457,
-0.023499373346567154,
0.049827706068754196,
-0.04860478267073631,
-0.025507807731628418,
0.05522153154015541,
-0.07821109890937805,
0.0016241540433838964,
0.06887996196746826,
0.038221485912799835,
-0.08463721722364426,
0.021883860230445862,
-0.06620042026042938,
0.00960027426481247,
-0.03304444998502731,
0.018387798219919205,
0.025218594819307327,
-0.09302585572004318,
-0.0037812835071235895,
0.025249456986784935,
0.035489555448293686,
-0.003257772186771035,
-0.07515232264995575,
-0.021528979763388634,
-0.03042665310204029,
-0.019981110468506813,
-0.02121845819056034,
0.030406037345528603,
0.0035698406863957644,
-0.03650514408946037,
0.05687665194272995,
-0.010765183717012405,
-0.02399323880672455,
0.03162391111254692,
0.008687618188560009,
0.07036633044481277,
0.04451336711645126,
-0.021924249827861786,
0.04849553480744362,
0.00749203423038125,
0.006969182286411524,
0.00139044935349375,
-0.07369636744260788,
-0.029125481843948364,
-0.01091962680220604,
0.03982827812433243,
0.06473569571971893,
-0.07813038676977158,
-0.059873394668102264,
0.03973780944943428,
-0.02080405130982399,
0.004803358111530542,
0.0031932068523019552,
0.10069040954113007,
0.0038685700856149197,
-0.055500295013189316,
-0.00930684246122837,
0.06039004400372505,
0.02711808681488037,
0.019623570144176483,
0.004217347130179405,
-0.016519177705049515
] | 0.122856 |
# Bun（实验性） 目标：使用 \*\*Bun\*\* 运行此仓库（可选，不推荐用于 WhatsApp/Telegram），同时不偏离 pnpm 工作流。 ⚠️ \*\*不推荐用于 Gateway 网关运行时\*\*（WhatsApp/Telegram 存在 bug）。生产环境请使用 Node。 ## 状态 - Bun 是一个可选的本地运行时，用于直接运行 TypeScript（`bun run …`、`bun --watch …`）。 - `pnpm` 是构建的默认工具，仍然完全支持（并被一些文档工具使用）。 - Bun 无法使用 `pnpm-lock.yaml` 并会忽略它。 ## 安装 默认： ```sh bun install ``` 注意：`bun.lock`/`bun.lockb` 被 gitignore，所以无论哪种方式都不会有仓库变动。如果你想\*不写入锁文件\*： ```sh bun install --no-save ``` ## 构建/测试（Bun） ```sh bun run build bun run vitest run ``` ## Bun 生命周期脚本（默认被阻止） 除非明确信任（`bun pm untrusted` / `bun pm trust`），Bun 可能会阻止依赖的生命周期脚本。 对于此仓库，通常被阻止的脚本不是必需的： - `@whiskeysockets/baileys` `preinstall`：检查 Node 主版本 >= 20（我们运行 Node 22+）。 - `protobufjs` `postinstall`：发出关于不兼容版本方案的警告（无构建产物）。 如果你遇到真正需要这些脚本的运行时问题，请明确信任它们： ```sh bun pm trust @whiskeysockets/baileys protobufjs ``` ## 注意事项 - 一些脚本仍然硬编码 pnpm（例如 `docs:build`、`ui:\*`、`protocol:check`）。目前请通过 pnpm 运行这些脚本。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/bun.md | main | opebclaw | [
-0.01561811938881874,
-0.013353163376450539,
-0.021711034700274467,
-0.05410192534327507,
0.012614678591489792,
-0.021370520815253258,
0.06873517483472824,
0.03348429128527641,
0.009817623533308506,
0.09229423850774765,
0.146818608045578,
0.03573416918516159,
0.011243508197367191,
-0.05508176609873772,
0.07794181257486343,
0.05017222464084625,
-0.07718141376972198,
-0.041741907596588135,
0.03825196996331215,
-0.023556260392069817,
-0.061363980174064636,
-0.03624582663178444,
0.05267810449004173,
0.08043491095304489,
-0.04543338716030121,
0.023511875420808792,
-0.01124211773276329,
0.08761183172464371,
-0.009239225648343563,
-0.08820240199565887,
-0.04185382276773453,
0.1055559366941452,
-0.034101702272892,
0.03910570219159126,
0.09130927920341492,
0.12493833899497986,
0.03483099862933159,
-0.08076755702495575,
-0.04422703757882118,
-0.010726659558713436,
-0.0031739568803459406,
-0.006300239823758602,
-0.03496169671416283,
-0.08442635089159012,
0.08457230776548386,
0.04064873605966568,
-0.09636102616786957,
0.0027833417989313602,
-0.08420588076114655,
-0.04315202683210373,
-0.07508193701505661,
0.051103755831718445,
-0.002179386094212532,
-0.0034056673757731915,
0.018443355336785316,
0.002162280259653926,
0.012035558000206947,
0.0640375092625618,
0.06199435144662857,
0.003321079071611166,
-0.06853200495243073,
0.012224181555211544,
-0.005620630923658609,
-0.044086918234825134,
-0.05508284270763397,
0.03841890022158623,
-0.06437354534864426,
-0.013838130980730057,
0.041163861751556396,
0.03151745721697807,
-0.05288534238934517,
-0.028834844008088112,
-0.07335012406110764,
-0.02444472536444664,
-0.09019197523593903,
-0.01685076393187046,
-0.02584555745124817,
0.006883836816996336,
-0.10232004523277283,
-0.09179019927978516,
-0.06727104634046555,
-0.02381276525557041,
0.013960693031549454,
0.04508259519934654,
-0.03872986510396004,
0.10474389791488647,
-0.044510237872600555,
-0.027772206813097,
0.10700864344835281,
-0.02467459626495838,
0.013152352534234524,
-0.010336203500628471,
0.023950085043907166,
0.07457289844751358,
0.009702282957732677,
-0.023179173469543457,
0.08209570497274399,
0.025250915437936783,
-0.06144215539097786,
0.029126079753041267,
0.06136032193899155,
-0.03309576213359833,
-0.021306397393345833,
-0.026828406378626823,
0.019235210493206978,
0.019519018009305,
0.019047455862164497,
-0.03246312588453293,
0.1158086284995079,
0.024951094761490822,
-0.014850525185465813,
-0.0319376066327095,
-0.019393712282180786,
-0.08993891626596451,
-0.07850044220685959,
0.03632185980677605,
-0.006590292789041996,
-0.035901159048080444,
0.016003035008907318,
0.07975511252880096,
0.09072565287351608,
-0.0534241683781147,
-0.07182379066944122,
0.016932552680373192,
-0.09075434505939484,
-0.03741689398884773,
0.10363495349884033,
2.0454334551567143e-33,
-0.01574987731873989,
-0.01925092563033104,
-0.07588265091180801,
-0.01370388176292181,
0.10817185789346695,
0.008306819014251232,
0.01615661382675171,
-0.02874082326889038,
-0.1665526181459427,
0.046466581523418427,
-0.043389253318309784,
-0.055243413895368576,
-0.09628376364707947,
0.02089579403400421,
-0.02347400039434433,
-0.1029442697763443,
-0.006764361634850502,
-0.009593924507498741,
0.041515178978443146,
0.0010017468594014645,
0.0324275866150856,
-0.009714863263070583,
-0.005872274283319712,
-0.011393816210329533,
0.014972039498388767,
0.06051872298121452,
0.03183280676603317,
-0.05010979622602463,
0.050034552812576294,
0.02219967730343342,
0.0363030843436718,
-0.015333074145019054,
-0.025465818122029305,
-0.021688848733901978,
-0.027992885559797287,
-0.06098600849509239,
-0.05812954902648926,
-0.014900943264365196,
-0.08473797887563705,
0.00839737057685852,
-0.062300778925418854,
-0.06753840297460556,
-0.06386817991733551,
-0.043220214545726776,
0.03512003272771835,
-0.07511364668607712,
-0.0797797441482544,
0.021726422011852264,
0.0352465994656086,
-0.041013069450855255,
-0.048792533576488495,
0.07244440913200378,
-0.016308674588799477,
0.0023544260766357183,
0.054485488682985306,
-0.07801175862550735,
-0.04877904802560806,
-0.02816174551844597,
0.009552939794957638,
-0.0009956123540177941,
0.05169004574418068,
0.019170964136719704,
0.019742948934435844,
-0.01743600144982338,
0.09543286263942719,
-0.023979075253009796,
0.0026493100449442863,
0.010367498733103275,
0.02788197062909603,
0.0009544473141431808,
-0.08044671267271042,
-0.04225100949406624,
0.049423497170209885,
0.08347006887197495,
-0.05439590662717819,
-0.03717542812228203,
-0.06648346781730652,
0.08913802355527878,
0.026603909209370613,
-0.04370241239666939,
0.0008498633396811783,
-0.02857050858438015,
-0.0603724904358387,
0.004214211832731962,
0.01503023412078619,
0.01262498740106821,
0.0525592565536499,
-0.023090971633791924,
-0.09473218023777008,
0.02984386868774891,
-0.05456485226750374,
0.01487151812762022,
0.0406990647315979,
-0.02723509445786476,
-0.05866184085607529,
-6.756911975207378e-33,
-0.030230745673179626,
0.03198038414120674,
-0.0384354367852211,
-0.009147283621132374,
-0.059939853847026825,
-0.06581976264715195,
0.021015912294387817,
-0.05233785882592201,
0.03498174995183945,
0.09195835888385773,
-0.04290758818387985,
0.008644571527838707,
-0.01794126257300377,
0.007052700500935316,
0.05496976524591446,
0.03858206421136856,
-0.014306345023214817,
0.060589272528886795,
-0.03649808466434479,
0.043674081563949585,
-0.052465859800577164,
0.032451383769512177,
-0.11423388868570328,
0.06927919387817383,
-0.024130938574671745,
0.053749728947877884,
0.05811459198594093,
0.050856634974479675,
-0.025314519181847572,
-0.020834218710660934,
-0.026915719732642174,
-0.011885859072208405,
-0.10008163750171661,
0.11721105128526688,
-0.021486397832632065,
-0.04869280755519867,
0.03870168328285217,
0.06116664782166481,
-0.027629680931568146,
-0.04569409787654877,
0.04314294084906578,
-0.030619913712143898,
-0.023908741772174835,
-0.06659281253814697,
-0.028170745819807053,
0.004841488320380449,
-0.022643063217401505,
-0.011612024158239365,
-0.12655769288539886,
-0.023595230653882027,
0.05464135855436325,
-0.04943458363413811,
0.02587071619927883,
-0.043112613260746,
-0.019140200689435005,
0.005651719402521849,
-0.04567810520529747,
-0.03424276039004326,
-0.0737333744764328,
-0.09481727331876755,
0.07480945438146591,
-0.09048806875944138,
0.08016002178192139,
0.013656381517648697,
0.016964683309197426,
-0.027683084830641747,
0.007973932661116123,
-0.04304756596684456,
0.04330703616142273,
-0.09663216024637222,
0.013038587756454945,
0.05478723719716072,
0.06778165698051453,
0.018477346748113632,
0.062050510197877884,
0.039404623210430145,
-0.07549982517957687,
0.015122124925255775,
-0.004455049522221088,
0.028933409601449966,
0.021831953898072243,
-0.04418070614337921,
-0.0014951163902878761,
0.08747776597738266,
-0.02033056505024433,
-0.044215697795152664,
0.023915210738778114,
0.09072160720825195,
-0.034792788326740265,
-0.04342052713036537,
-0.005612255074083805,
0.06698394566774368,
0.0069715469144284725,
0.07026799023151398,
0.043831367045640945,
-5.0258556427706935e-8,
-0.01600733958184719,
-0.11905298382043839,
-0.12560732662677765,
-0.061446838080883026,
0.047784049063920975,
-0.06442269682884216,
-0.033173568546772,
-0.051280491054058075,
-0.03909362107515335,
-0.06739840656518936,
0.01929542049765587,
0.010841839015483856,
-0.0993226021528244,
0.04443071410059929,
-0.04798202961683273,
-0.0195638295263052,
-0.08307421207427979,
0.04962363839149475,
0.011725352145731449,
-0.05118146538734436,
-0.02989400550723076,
0.056514762341976166,
0.03800724819302559,
-0.023181524127721786,
-0.04302973300218582,
0.012438834644854069,
0.006279837340116501,
0.02284460887312889,
-0.0363631471991539,
-0.0196375735104084,
0.0339924618601799,
-0.03287835046648979,
0.04087439179420471,
-0.026706920936703682,
0.015028719790279865,
0.0156813096255064,
0.07635658234357834,
-0.01834646426141262,
0.03067748434841633,
0.001865113154053688,
0.05640223249793053,
-0.03799760714173317,
-0.01946563832461834,
0.017837734892964363,
0.020559506490826607,
-0.04377812519669533,
0.046658385545015335,
-0.010943422093987465,
0.00853811390697956,
-0.02858825773000717,
0.018290618434548378,
0.04038994386792183,
0.0256244745105505,
0.0005371320294216275,
0.02699417620897293,
0.019337987527251244,
0.00939654279500246,
-0.04743024334311485,
0.020901400595903397,
0.035994596779346466,
-0.0004621239204425365,
0.05619063973426819,
0.04705382138490677,
-0.0092579061165452
] | 0.09139 |
# 安装器内部机制 OpenClaw 提供两个安装器脚本（托管在 `openclaw.ai`）： - `https://openclaw.ai/install.sh` — "推荐"安装器（默认全局 npm 安装；也可从 GitHub 检出安装） - `https://openclaw.ai/install-cli.sh` — 无需 root 权限的 CLI 安装器（安装到带有独立 Node 的前缀目录） - `https://openclaw.ai/install.ps1` — Windows PowerShell 安装器（默认 npm；可选 git 安装） 查看当前参数/行为，运行： ```bash curl -fsSL https://openclaw.ai/install.sh | bash -s -- --help ``` Windows (PowerShell) 帮助： ```powershell & ([scriptblock]::Create((iwr -useb https://openclaw.ai/install.ps1))) -? ``` 如果安装器完成但在新终端中找不到 `openclaw`，通常是 Node/npm PATH 问题。参见：[安装](/install#nodejs--npm-path-sanity)。 ## install.sh（推荐） 功能概述： - 检测操作系统（macOS / Linux / WSL）。 - 确保 Node.js \*\*22+\*\*（macOS 通过 Homebrew；Linux 通过 NodeSource）。 - 选择安装方式： - `npm`（默认）：`npm install -g openclaw@latest` - `git`：克隆/构建源码检出并安装包装脚本 - 在 Linux 上：必要时将 npm 前缀切换到 `~/.npm-global`，以避免全局 npm 权限错误。 - 如果是升级现有安装：运行 `openclaw doctor --non-interactive`（尽力执行）。 - 对于 git 安装：安装/更新后运行 `openclaw doctor --non-interactive`（尽力执行）。 - 通过默认设置 `SHARP\_IGNORE\_GLOBAL\_LIBVIPS=1` 来缓解 `sharp` 原生安装问题（避免使用系统 libvips 编译）。 如果你\*希望\* `sharp` 链接到全局安装的 libvips（或你正在调试），请设置： ```bash SHARP\_IGNORE\_GLOBAL\_LIBVIPS=0 curl -fsSL https://openclaw.ai/install.sh | bash ``` ### 可发现性 / "git 安装"提示 如果你在\*\*已有的 OpenClaw 源码检出目录中\*\*运行安装器（通过 `package.json` + `pnpm-workspace.yaml` 检测），它会提示： - 更新并使用此检出（`git`） - 或迁移到全局 npm 安装（`npm`） 在非交互式上下文中（无 TTY / `--no-prompt`），你必须传入 `--install-method git|npm`（或设置 `OPENCLAW\_INSTALL\_METHOD`），否则脚本将以退出码 `2` 退出。 ### 为什么需要 Git `--install-method git` 路径（克隆 / 拉取）需要 Git。 对于 `npm` 安装，Git \*通常\*不是必需的，但某些环境仍然需要它（例如通过 git URL 获取软件包或依赖时）。安装器目前会确保 Git 存在，以避免在全新发行版上出现 `spawn git ENOENT` 错误。 ### 为什么在全新 Linux 上 npm 会报 `EACCES` 在某些 Linux 设置中（尤其是通过系统包管理器或 NodeSource 安装 Node 后），npm 的全局前缀指向 root 拥有的位置。此时 `npm install -g ...` 会报 `EACCES` / `mkdir` 权限错误。 `install.sh` 通过将前缀切换到以下位置来缓解此问题： - `~/.npm-global`（并在存在时将其添加到 `~/.bashrc` / `~/.zshrc` 的 `PATH` 中） ## install-cli.sh（无需 root 权限的 CLI 安装器） 此脚本将 `openclaw` 安装到前缀目录（默认：`~/.openclaw`），同时在该前缀下安装专用的 Node 运行时，因此可以在不想改动系统 Node/npm 的机器上使用。 帮助： ```bash curl -fsSL https://openclaw.ai/install-cli.sh | bash -s -- --help ``` ## install.ps1（Windows PowerShell） 功能概述： - 确保 Node.js \*\*22+\*\*（winget/Chocolatey/Scoop 或手动安装）。 - 选择安装方式： - `npm`（默认）：`npm install -g openclaw@latest` - `git`：克隆/构建源码检出并安装包装脚本 - 在升级和 git 安装时运行 `openclaw doctor --non-interactive`（尽力执行）。 示例： ```powershell iwr -useb https://openclaw.ai/install.ps1 | iex ``` ```powershell iwr -useb https://openclaw.ai/install.ps1 | iex -InstallMethod git ``` ```powershell iwr -useb https://openclaw.ai/install.ps1 | iex -InstallMethod git -GitDir "C:\\openclaw" ``` 环境变量： - `OPENCLAW\_INSTALL\_METHOD=git|npm` - `OPENCLAW\_GIT\_DIR=...` Git 要求： 如果你选择 `-InstallMethod git` 但未安装 Git，安装器会打印 Git for Windows 的链接（`https://git-scm.com/download/win`）并退出。 常见 Windows 问题： - \*\*npm error spawn git / ENOENT\*\*：安装 Git for Windows 并重新打开 PowerShell，然后重新运行安装器。 - \*\*"openclaw" 不是可识别的命令\*\*：你的 npm 全局 bin 文件夹不在 PATH 中。大多数系统使用 `%AppData%\\npm`。你也可以运行 `npm config get prefix` 并将 `\\bin` 添加到 PATH，然后重新打开 PowerShell。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/installer.md | main | opebclaw | [
-0.04128105565905571,
0.039463113993406296,
-0.0748668983578682,
0.006026424001902342,
0.03018002212047577,
-0.05143735557794571,
-0.010262363590300083,
0.019276389852166176,
-0.006561373360455036,
0.028588665649294853,
0.0712219774723053,
-0.06070117652416229,
0.006033805664628744,
-0.034986160695552826,
0.05967458337545395,
0.11408363282680511,
-0.018954802304506302,
0.014407732523977757,
-0.0005363671225495636,
-0.04248243197798729,
-0.0401851162314415,
0.022083580493927002,
0.006295022089034319,
-0.07490778714418411,
-0.07718175649642944,
-0.005978389643132687,
-0.07042977213859558,
0.045340344309806824,
-0.002127730054780841,
-0.03380769118666649,
0.035579439252614975,
0.04039045050740242,
0.018957121297717094,
-0.019738543778657913,
0.17586810886859894,
0.10090863704681396,
0.05301818996667862,
-0.018164576962590218,
-0.12872113287448883,
-0.013443190604448318,
0.07970938086509705,
0.06726730614900589,
-0.019326135516166687,
-0.1171124130487442,
-0.06586764007806778,
-0.0365055613219738,
-0.05294229835271835,
-0.08127447217702866,
-0.027428939938545227,
-0.019743064418435097,
-0.0817112848162651,
-0.08348795026540756,
0.01322329230606556,
-0.04940217360854149,
0.05778580904006958,
-0.01436701137572527,
0.02914166823029518,
0.005234391428530216,
0.02639441378414631,
-0.06321466714143753,
0.026673099026083946,
0.0027035963721573353,
-0.0693676769733429,
-0.013507184572517872,
-0.0490075945854187,
0.029567385092377663,
-0.04957706108689308,
-0.046806976199150085,
-0.03313988447189331,
-0.03367987275123596,
-0.05798555910587311,
0.010946737602353096,
-0.06204918399453163,
-0.03143022954463959,
-0.046712588518857956,
-0.028538208454847336,
0.05804958939552307,
0.06082357466220856,
-0.06482527405023575,
-0.1047958955168724,
-0.12898370623588562,
-0.004614901263266802,
-0.03702780231833458,
-0.002917964942753315,
0.018793633207678795,
0.20588883757591248,
-0.04610991105437279,
0.020169096067547798,
0.07285716384649277,
0.02932908944785595,
-0.04207344353199005,
-0.06118222698569298,
-0.02329375594854355,
0.04743921011686325,
0.029150143265724182,
0.004860407672822475,
-0.005339593626558781,
0.05332387238740921,
-0.10295984148979187,
0.06998848915100098,
-0.0033752855379134417,
-0.019189434126019478,
0.02031802572309971,
-0.04143133759498596,
-0.07163151353597641,
0.054515790194272995,
-0.035394761711359024,
0.060998812317848206,
0.039177462458610535,
-0.010480178520083427,
-0.024229945614933968,
-0.06724682450294495,
0.0354696661233902,
-0.11729628592729568,
-0.04966377839446068,
0.03668977692723274,
-0.007060573901981115,
0.022243307903409004,
0.03498416766524315,
0.04383079707622528,
0.09116659313440323,
0.008495297282934189,
-0.07395704835653305,
-0.0022409772500395775,
-0.0000022673211788060144,
0.0028569535352289677,
0.10929796099662781,
7.873488345114544e-33,
0.04222278669476509,
-0.0290600024163723,
-0.007930208928883076,
0.03551694005727768,
0.10653050243854523,
0.009698867797851562,
0.043004829436540604,
-0.009108157828450203,
-0.13245457410812378,
0.0775042399764061,
-0.005839412100613117,
-0.018283965066075325,
-0.09079097956418991,
-0.0017830624710768461,
0.04311566799879074,
-0.04179511219263077,
0.012175082229077816,
-0.033192846924066544,
-0.023328574374318123,
-0.03162457048892975,
0.03584397956728935,
-0.005742792505770922,
-0.017303509637713432,
-0.004261585883796215,
-0.026631174609065056,
-0.008693932555615902,
0.027579985558986664,
-0.04814658686518669,
0.0557398796081543,
0.025455713272094727,
0.059109557420015335,
-0.0032289433293044567,
-0.050860557705163956,
-0.00020978391694370657,
-0.026994602754712105,
-0.019424913451075554,
-0.04681426286697388,
-0.02593003399670124,
-0.020867018029093742,
0.02668558992445469,
0.05644102394580841,
0.01686319336295128,
0.009158199653029442,
-0.022801706567406654,
0.08714192360639572,
-0.08564915508031845,
-0.038833677768707275,
0.01886293664574623,
0.06761118769645691,
0.002617651829496026,
-0.03127066418528557,
0.04170896112918854,
0.02915511094033718,
0.02817952074110508,
-0.02114221453666687,
-0.0170600488781929,
-0.08202490955591202,
-0.0005051199696026742,
0.0038445107638835907,
-0.01113309059292078,
0.03040388971567154,
0.06812329590320587,
0.02301180735230446,
0.03577985242009163,
0.03769417852163315,
-0.07686597108840942,
0.010983653366565704,
0.03643834963440895,
0.00064929632935673,
0.04326188191771507,
-0.07329551130533218,
-0.01933576539158821,
0.03761083260178566,
0.06788119673728943,
0.010027172043919563,
-0.08069952577352524,
-0.011747964657843113,
-0.01317898090928793,
0.0918087512254715,
-0.017583245411515236,
-0.06225305795669556,
0.0115774255245924,
-0.06763728708028793,
-0.04839904606342316,
0.013643143698573112,
0.034091539680957794,
0.010799592360854149,
0.01110408827662468,
0.0031190146692097187,
-0.010215776972472668,
-0.03704060614109039,
-0.05766191706061363,
-0.06786104291677475,
0.005682649556547403,
-0.06758541613817215,
-1.0732073874543415e-32,
0.012999138794839382,
-0.029683073982596397,
0.012784445658326149,
-0.0741303563117981,
-0.053690675646066666,
-0.024956505745649338,
-0.07725684344768524,
-0.10859009623527527,
-0.01611020229756832,
-0.0011572878574952483,
-0.027107950299978256,
0.10606326907873154,
0.03132757917046547,
-0.007219526916742325,
0.1117202416062355,
0.017475778236985207,
-0.01082270685583353,
0.023517632856965065,
0.021994654089212418,
0.029493311420083046,
-0.02207307331264019,
0.04421386867761612,
-0.03993435204029083,
0.054418209940195084,
0.02461940608918667,
-0.0016504786908626556,
0.07093071937561035,
0.04095770791172981,
0.027093971148133278,
0.030904429033398628,
-0.019674155861139297,
0.062377579510211945,
-0.10239870101213455,
0.09318000078201294,
-0.05416997894644737,
0.04282820224761963,
0.011625205166637897,
-0.0037120424676686525,
0.020333051681518555,
0.0036403348203748465,
-0.014341916888952255,
-0.03838897868990898,
-0.0398297980427742,
-0.03902067989110947,
-0.03219602257013321,
0.03766883164644241,
0.007394515443593264,
-0.024168619886040688,
-0.140179842710495,
-0.007441178895533085,
0.025971828028559685,
-0.0021644739899784327,
0.019813690334558487,
0.011593269184231758,
0.02633730322122574,
-0.043766532093286514,
-0.030241822823882103,
-0.03743280470371246,
-0.09791424125432968,
-0.11879384517669678,
0.013142124749720097,
0.01858191005885601,
-0.012371422722935677,
0.01430801022797823,
-0.04868347942829132,
0.004481677897274494,
-0.00971056055277586,
-0.026829566806554794,
-0.0481855608522892,
-0.12219671159982681,
-0.06662255525588989,
-0.007352584507316351,
-0.027293900027871132,
-0.0906127318739891,
-0.004327885340899229,
0.02951190248131752,
-0.00353041710332036,
0.06529372185468674,
-0.0020860754884779453,
0.08458420634269714,
-0.042640749365091324,
-0.024064496159553528,
0.031012555584311485,
0.03285671025514603,
-0.01774917170405388,
-0.08159789443016052,
-0.008966442197561264,
0.05781709402799606,
0.037053875625133514,
0.002816236112266779,
-0.040724027901887894,
0.06360204517841339,
0.08086787164211273,
0.04298902675509453,
0.03906690701842308,
-5.454863583054248e-8,
-0.020999601110816002,
-0.08755318820476532,
-0.10484779626131058,
-0.03009052947163582,
-0.04137831926345825,
-0.04814770072698593,
-0.024171903729438782,
0.00883296225219965,
-0.1047445684671402,
-0.008875522762537003,
0.08057013899087906,
0.035181522369384766,
-0.023496530950069427,
-0.0033264695666730404,
-0.08288074284791946,
0.0750797912478447,
-0.01764829084277153,
0.0514078326523304,
0.04027319326996803,
-0.05946798250079155,
-0.00008546734898118302,
0.01837439090013504,
0.10101667046546936,
0.009865467436611652,
-0.06314340978860855,
0.01106007769703865,
-0.01877521350979805,
-0.06116450950503349,
-0.06935099512338638,
0.0370904840528965,
0.03532055765390396,
-0.04551088809967041,
0.049225181341171265,
0.005187582224607468,
0.06141341105103493,
0.002187876496464014,
0.054874591529369354,
0.05157403275370598,
0.053989656269550323,
-0.032482367008924484,
0.07955653220415115,
0.06627961993217468,
-0.030111700296401978,
-0.007678039371967316,
-0.009916014038026333,
-0.010830107145011425,
0.014921690337359905,
0.01256666798144579,
-0.01998392678797245,
-0.09537957608699799,
-0.009574134834110737,
0.039040978997945786,
-0.0038114574272185564,
0.087031289935112,
0.004789575003087521,
0.11222729086875916,
-0.018330076709389687,
-0.03213559463620186,
0.021669983863830566,
0.0891362726688385,
-0.00924842432141304,
0.02697158046066761,
0.025243299081921577,
0.016880065202713013
] | 0.071853 |
# Node.js + npm（PATH 安装完整性检查） OpenClaw 的运行时基线要求为 \*\*Node 22+\*\*。 如果你能运行 `npm install -g openclaw@latest`，但之后看到 `openclaw: command not found`，这几乎总是 \*\*PATH\*\* 问题：npm 存放全局二进制文件的目录不在你 shell 的 PATH 中。 ## 快速诊断 运行： ```bash node -v npm -v npm prefix -g echo "$PATH" ``` 如果 `$(npm prefix -g)/bin`（macOS/Linux）或 `$(npm prefix -g)`（Windows）\*\*未出现\*\*在 `echo "$PATH"` 的输出中，你的 shell 就无法找到全局 npm 二进制文件（包括 `openclaw`）。 ## 修复：将 npm 的全局 bin 目录添加到 PATH 1. 查找你的全局 npm 前缀： ```bash npm prefix -g ``` 2. 将全局 npm bin 目录添加到你的 shell 启动文件中： - zsh：`~/.zshrc` - bash：`~/.bashrc` 示例（将路径替换为你的 `npm prefix -g` 输出）： ```bash # macOS / Linux export PATH="/path/from/npm/prefix/bin:$PATH" ``` 然后打开一个\*\*新终端\*\*（或在 zsh 中运行 `rehash` / 在 bash 中运行 `hash -r`）。 在 Windows 上，将 `npm prefix -g` 的输出添加到你的 PATH 中。 ## 修复：避免 `sudo npm install -g` / 权限错误（Linux） 如果 `npm install -g ...` 因 `EACCES` 失败，请将 npm 的全局前缀切换到用户可写的目录： ```bash mkdir -p "$HOME/.npm-global" npm config set prefix "$HOME/.npm-global" export PATH="$HOME/.npm-global/bin:$PATH" ``` 将 `export PATH=...` 这一行持久化到你的 shell 启动文件中。 ## 推荐的 Node 安装方式 如果 Node/npm 的安装方式满足以下条件，你将遇到最少的问题： - 保持 Node 更新（22+） - 使全局 npm bin 目录稳定且在新 shell 中位于 PATH 中 常见选择： - macOS：Homebrew（`brew install node`）或版本管理器 - Linux：你偏好的版本管理器，或提供 Node 22+ 的发行版支持的安装方式 - Windows：官方 Node 安装程序、`winget` 或 Windows Node 版本管理器 如果你使用版本管理器（nvm/fnm/asdf 等），请确保它在你日常使用的 shell（zsh 或 bash）中已初始化，这样它设置的 PATH 在你运行安装程序时才会生效。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/node.md | main | opebclaw | [
-0.00627650273963809,
0.013883703388273716,
-0.030924154445528984,
-0.0035098043736070395,
0.05041802302002907,
-0.05445680394768715,
-0.059207770973443985,
-0.003883673343807459,
0.0277083832770586,
0.04545898735523224,
0.05815539509057999,
-0.0423508957028389,
-0.002947648987174034,
-0.006019772496074438,
0.07747147232294083,
0.11931820958852768,
-0.03202449902892113,
0.05962597206234932,
0.053474485874176025,
-0.027262527495622635,
-0.03032657690346241,
0.07257118076086044,
0.04709899425506592,
-0.08881068229675293,
-0.02938047982752323,
-0.01993323117494583,
-0.05237875506281853,
0.02107793278992176,
0.011111193336546421,
-0.02130732871592045,
0.01469586044549942,
0.08997692912817001,
0.058102577924728394,
0.012727591209113598,
0.09890193492174149,
0.15042603015899658,
-0.01650339365005493,
-0.05747887119650841,
-0.13830921053886414,
-0.05638182908296585,
0.07524958997964859,
0.09643520414829254,
-0.01972617395222187,
-0.10555891692638397,
-0.0320848673582077,
-0.04471897706389427,
-0.06075931712985039,
-0.07294963300228119,
-0.06076674535870552,
-0.0012266046833246946,
-0.06523100286722183,
-0.1127653568983078,
-0.03874034807085991,
-0.0684710294008255,
0.03400498628616333,
0.017349768429994583,
0.009550497867166996,
0.03195124864578247,
0.06885544955730438,
-0.005817129742354155,
0.026578634977340698,
-0.006066316273063421,
-0.052180249243974686,
0.0015592577401548624,
-0.04519077017903328,
0.002620901446789503,
-0.00886162556707859,
-0.02413886785507202,
-0.02707586996257305,
0.009840496815741062,
0.008150001056492329,
-0.020696332678198814,
-0.03285098448395729,
-0.028297046199440956,
-0.10547647625207901,
-0.04468115419149399,
0.06942790001630783,
0.05231539160013199,
-0.0725940689444542,
-0.06549032777547836,
-0.10651400685310364,
0.02713441289961338,
-0.027081426233053207,
0.030972681939601898,
-0.06557506322860718,
0.21817128360271454,
-0.07622765749692917,
-0.010528184473514557,
0.06503281742334366,
0.028089838102459908,
-0.02045026794075966,
-0.11185769736766815,
-0.06833674758672714,
0.02269870601594448,
0.013512222096323967,
-0.011292455717921257,
0.06091318279504776,
0.09831319004297256,
-0.028158849105238914,
0.009144693613052368,
0.004276774823665619,
-0.026596760377287865,
-0.02717188559472561,
-0.02801506407558918,
-0.03014184534549713,
0.1006767600774765,
-0.02789292111992836,
0.01601521112024784,
0.017749415710568428,
0.02641177736222744,
0.008107027038931847,
-0.009698946960270405,
0.04108051583170891,
-0.07469215244054794,
-0.04005406051874161,
0.00992022268474102,
0.037106953561306,
-0.027740027755498886,
0.07788398861885071,
0.12069303542375565,
0.038762643933296204,
-0.02403661049902439,
-0.01778123714029789,
-0.018401741981506348,
-0.0538017675280571,
-0.04040604457259178,
0.0924072265625,
1.1778323907189738e-33,
0.0025573212187737226,
-0.06239186227321625,
0.03609073907136917,
-0.02834775112569332,
0.1506119966506958,
0.0008440049714408815,
0.0574960932135582,
0.002971548354253173,
-0.12872344255447388,
0.04449603706598282,
-0.00035514464252628386,
-0.04246117174625397,
-0.09163383394479752,
0.01590389758348465,
0.022104907780885696,
-0.03688226640224457,
0.0235118567943573,
-0.044214390218257904,
-0.012343475595116615,
-0.0678282231092453,
-0.0033883554860949516,
0.02360411360859871,
-0.05008711293339729,
0.04870643839240074,
-0.043348126113414764,
-0.042758967727422714,
0.0794132649898529,
-0.053704045712947845,
0.06918410211801529,
-0.0019766518380492926,
0.028450485318899155,
0.020406711846590042,
-0.0036572907119989395,
0.06049228459596634,
-0.05693226307630539,
0.01357300579547882,
-0.059792131185531616,
-0.007654507178813219,
-0.091859832406044,
-0.031452689319849014,
0.013928333297371864,
0.08024892210960388,
-0.01111038401722908,
-0.0005470337928272784,
0.04204528033733368,
-0.06841696798801422,
-0.07859357446432114,
0.0019361973972991109,
0.0024897363036870956,
0.04336874559521675,
-0.0453290194272995,
0.056985314935445786,
0.08301383256912231,
-0.015995824709534645,
0.004433648195117712,
-0.018235525116324425,
-0.05945369973778725,
-0.05585061013698578,
-0.08017752319574356,
-0.010447620414197445,
0.0485479012131691,
0.06577757745981216,
0.03573895990848541,
0.061477676033973694,
0.03519563376903534,
0.012809468433260918,
-0.00915505364537239,
-0.009040756151080132,
-0.0009945613564923406,
0.09170763194561005,
-0.06917565315961838,
-0.016538487747311592,
0.019761623814702034,
0.04813375696539879,
0.019756576046347618,
-0.039111509919166565,
-0.0303523987531662,
-0.06437046080827713,
0.04180556535720825,
-0.07808616757392883,
-0.05711876228451729,
-0.027316013351082802,
-0.07696044445037842,
0.007121069822460413,
0.04995597153902054,
0.018838483840227127,
-0.01973140984773636,
0.03296975418925285,
0.022839879617094994,
0.008556635119020939,
-0.0030721824150532484,
-0.05831541866064072,
-0.09758012741804123,
-0.0015475597465410829,
-0.09397490322589874,
-6.046424455129171e-33,
-0.031184634193778038,
0.1019197329878807,
0.0005623706965707242,
-0.0016175609780475497,
-0.07347163558006287,
-0.09516998380422592,
-0.0677005872130394,
-0.12844984233379364,
-0.014867538586258888,
-0.017961598932743073,
-0.08235203474760056,
0.11660601943731308,
0.08940119296312332,
0.0339195691049099,
0.05246537923812866,
0.02305755950510502,
-0.005427766591310501,
0.00011631798406597227,
-0.030163012444972992,
0.0213918536901474,
-0.0375058576464653,
0.053262822329998016,
-0.02314123697578907,
0.007484257686883211,
0.006973783019930124,
-0.03334403410553932,
0.055227503180503845,
0.036605354398489,
-0.022138144820928574,
0.029813718050718307,
-0.019277699291706085,
0.08123434334993362,
-0.08495030552148819,
0.11400037258863449,
0.005683121271431446,
-0.023186199367046356,
0.0014265107456594706,
0.012422390282154083,
0.04488527029752731,
-0.06803538650274277,
-0.025547023862600327,
-0.0425771102309227,
-0.04292776808142662,
-0.05988994613289833,
-0.02973845973610878,
0.0690213143825531,
0.023825597018003464,
0.04097878560423851,
-0.07441126555204391,
-0.06054581701755524,
-0.007541784550994635,
0.012899886816740036,
0.003133537480607629,
0.017743343487381935,
0.03197382390499115,
-0.014273710548877716,
-0.0762912929058075,
0.012439426966011524,
-0.026501713320612907,
-0.08236675709486008,
0.03309500962495804,
-0.005382039584219456,
-0.03273548558354378,
-0.033280421048402786,
-0.07728899270296097,
-0.020001331344246864,
-0.0648496001958847,
0.018032586202025414,
-0.034690503031015396,
-0.10157862305641174,
-0.05839966610074043,
0.06417061388492584,
0.02056022919714451,
-0.030042406171560287,
-0.04208986833691597,
0.022790346294641495,
-0.003901310032233596,
-0.003753603668883443,
-0.06719336658716202,
0.056480370461940765,
0.006868771743029356,
0.061945974826812744,
0.006646227091550827,
0.04369230195879936,
-0.032033540308475494,
-0.04229167103767395,
0.015863588079810143,
0.03923415765166283,
0.014457576908171177,
0.011193991638720036,
0.03812100738286972,
0.055257804691791534,
-0.0063311210833489895,
0.024359717965126038,
-0.02211192063987255,
-4.949518483954307e-8,
-0.049959953874349594,
-0.07402428239583969,
-0.08931982517242432,
-0.06546419113874435,
0.0339583158493042,
-0.014800460077822208,
0.019871167838573456,
-0.00573666812852025,
-0.03295840322971344,
0.028483793139457703,
0.055326320230960846,
0.008282802999019623,
-0.06572196632623672,
0.022369179874658585,
-0.07041968405246735,
0.029572758823633194,
-0.030118092894554138,
0.03212754800915718,
0.04235483705997467,
-0.012787055224180222,
-0.01963876560330391,
0.02153097651898861,
0.04427231103181839,
0.045016951858997345,
-0.06947099417448044,
-0.03921956568956375,
-0.03439817950129509,
-0.037877123802900314,
-0.05879693105816841,
0.01426276657730341,
0.021258434280753136,
0.0019660580437630415,
0.008757391944527626,
0.036365918815135956,
0.02596365474164486,
-0.01931624300777912,
0.03201226145029068,
0.04016139730811119,
0.06664105504751205,
-0.008611982688307762,
0.024857087060809135,
0.0028808796778321266,
0.014942282810807228,
0.01759570650756359,
-0.06570693105459213,
-0.031178036704659462,
0.03671041876077652,
0.02592454105615616,
-0.0000642013328615576,
-0.04837983846664429,
0.04162785783410072,
-0.0005306368111632764,
-0.03837798908352852,
0.000530676101334393,
0.04707016050815582,
0.0946723073720932,
-0.029632829129695892,
-0.05397550389170647,
-0.025752220302820206,
0.04030177742242813,
-0.00879235751926899,
-0.02961694821715355,
0.05645236745476723,
-0.02165084145963192
] | 0.08251 |
# 更新 OpenClaw 发展迅速（尚未到"1.0"）。将更新视为发布基础设施：更新 → 运行检查 → 重启（或使用会重启的 `openclaw update`）→ 验证。 ## 推荐：重新运行网站安装程序（原地升级） \*\*首选\*\*的更新路径是重新运行网站上的安装程序。它会检测现有安装、原地升级，并在需要时运行 `openclaw doctor`。 ```bash curl -fsSL https://openclaw.ai/install.sh | bash ``` 说明： - 如果你不想再次运行新手引导向导，添加 `--no-onboard`。 - 对于\*\*源码安装\*\*，使用： ```bash curl -fsSL https://openclaw.ai/install.sh | bash -s -- --install-method git --no-onboard ``` 安装程序\*\*仅\*\*在仓库干净时才会执行 `git pull --rebase`。 - 对于\*\*全局安装\*\*，脚本底层使用 `npm install -g openclaw@latest`。 - 旧版说明：`clawdbot` 仍可作为兼容性垫片使用。 ## 更新之前 - 了解你的安装方式：\*\*全局\*\*（npm/pnpm）还是\*\*源码\*\*（git clone）。 - 了解你的 Gateway 网关运行方式：\*\*前台终端\*\*还是\*\*受管理服务\*\*（launchd/systemd）。 - 快照你的定制内容： - 配置：`~/.openclaw/openclaw.json` - 凭证：`~/.openclaw/credentials/` - 工作区：`~/.openclaw/workspace` ## 更新（全局安装） 全局安装（选择一个）： ```bash npm i -g openclaw@latest ``` ```bash pnpm add -g openclaw@latest ``` 我们\*\*不\*\*推荐将 Bun 用于 Gateway 网关运行时（WhatsApp/Telegram 有 bug）。 切换更新渠道（git + npm 安装）： ```bash openclaw update --channel beta openclaw update --channel dev openclaw update --channel stable ``` 使用 `--tag ` 进行一次性安装指定标签/版本。 渠道语义和发布说明参见[开发渠道](/install/development-channels)。 注意：在 npm 安装上，Gateway 网关在启动时会记录更新提示（检查当前渠道标签）。通过 `update.checkOnStart: false` 禁用。 然后： ```bash openclaw doctor openclaw gateway restart openclaw health ``` 说明： - 如果你的 Gateway 网关作为服务运行，`openclaw gateway restart` 优于杀死 PID。 - 如果你固定在特定版本，参见下面的"回滚/固定"。 ## 更新（`openclaw update`） 对于\*\*源码安装\*\*（git checkout），首选： ```bash openclaw update ``` 它运行一个相对安全的更新流程： - 需要干净的工作树。 - 切换到选定的渠道（标签或分支）。 - 获取并 rebase 到配置的上游（dev 渠道）。 - 安装依赖、构建、构建控制 UI，并运行 `openclaw doctor`。 - 默认重启 Gateway 网关（使用 `--no-restart` 跳过）。 如果你通过 \*\*npm/pnpm\*\* 安装（没有 git 元数据），`openclaw update` 将尝试通过你的包管理器更新。如果无法检测到安装，请改用"更新（全局安装）"。 ## 更新（控制 UI / RPC） 控制 UI 有\*\*更新并重启\*\*（RPC：`update.run`）。它： 1. 运行与 `openclaw update` 相同的源码更新流程（仅限 git checkout）。 2. 写入带有结构化报告（stdout/stderr 尾部）的重启哨兵。 3. 重启 Gateway 网关并向最后活跃的会话 ping 报告。 如果 rebase 失败，Gateway 网关会中止并在不应用更新的情况下重启。 ## 更新（从源码） 从仓库 checkout： 首选： ```bash openclaw update ``` 手动（大致等效）： ```bash git pull pnpm install pnpm build pnpm ui:build # 首次运行时自动安装 UI 依赖 openclaw doctor openclaw health ``` 说明： - 当你运行打包的 `openclaw` 二进制文件（[`openclaw.mjs`](https://github.com/openclaw/openclaw/blob/main/openclaw.mjs)）或使用 Node 运行 `dist/` 时，`pnpm build` 很重要。 - 如果你从仓库 checkout 运行而没有全局安装，CLI 命令使用 `pnpm openclaw ...`。 - 如果你直接从 TypeScript 运行（`pnpm openclaw ...`），通常不需要重新构建，但\*\*配置迁移仍然适用\*\* → 运行 doctor。 - 在全局和 git 安装之间切换很容易：安装另一种方式，然后运行 `openclaw doctor` 以便将 Gateway 网关服务入口点重写为当前安装。 ## 始终运行：`openclaw doctor` Doctor 是"安全更新"命令。它故意很无聊：修复 + 迁移 + 警告。 注意：如果你是\*\*源码安装\*\*（git checkout），`openclaw doctor` 会提供先运行 `openclaw update`。 它通常做的事情： - 迁移已弃用的配置键/旧版配置文件位置。 - 审计私信策略并对有风险的"开放"设置发出警告。 - 检查 Gateway 网关健康状况，可以提供重启。 - 检测并将旧版 Gateway 网关服务（launchd/systemd；旧版 schtasks）迁移到当前 OpenClaw 服务。 - 在 Linux 上，确保 systemd 用户 lingering（这样 Gateway 网关在登出后仍能存活）。 详情：[Doctor](/gateway/doctor) ## 启动/停止/重启 Gateway 网关 CLI（无论操作系统都适用）： ```bash openclaw gateway status openclaw gateway stop openclaw gateway restart openclaw gateway --port 18789 openclaw logs --follow ``` 如果你使用受管理服务： - macOS launchd（应用捆绑的 LaunchAgent）：`launchctl kickstart -k gui/$UID/bot.molt.gateway`（使用 `bot.molt.`；旧版 `com.openclaw.\*` 仍然有效） - Linux systemd 用户服务：`systemctl --user restart openclaw-gateway[-].service` - Windows（WSL2）：`systemctl --user restart openclaw-gateway[-].service` - `launchctl`/`systemctl` 仅在服务已安装时有效；否则运行 `openclaw gateway install`。 运行手册 + 确切的服务标签：[Gateway 网关运行手册](/gateway) ## 回滚/固定（当出问题时） ### 固定（全局安装） 安装已知良好的版本（将 `` 替换为最后可用的版本）： ```bash npm i -g openclaw@ ``` ```bash pnpm add -g openclaw@ ``` 提示：要查看当前发布的版本，运行 `npm view openclaw version`。 然后重启 + 重新运行 doctor： ```bash openclaw doctor openclaw gateway restart ``` ### 按日期固定（源码） 选择某个日期的提交（示例："2026-01-01 时 main 的状态"）： ```bash git fetch origin git checkout "$(git rev-list -n 1 --before=\"2026-01-01\" origin/main)" ``` 然后重新安装依赖 + 重启： ```bash pnpm install pnpm build openclaw gateway restart ``` 如果你之后想回到最新版本： ```bash git checkout main git pull ``` ## 如果你卡住了 - 再次运行 `openclaw doctor` 并仔细阅读输出（它通常会告诉你修复方法）。 - 查看：[故障排除](/gateway/troubleshooting) - 在 Discord 上提问：https://discord.gg/clawd | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/updating.md | main | opebclaw | [
-0.008457863703370094,
0.07278252393007278,
-0.020758120343089104,
-0.06816384941339493,
-0.029273001477122307,
-0.09115137159824371,
0.0004817376611754298,
-0.002003837376832962,
-0.0013804554473608732,
0.0011272573610767722,
0.09267747402191162,
-0.03266775235533714,
0.0374266542494297,
-0.014871252700686455,
0.012462740764021873,
0.06767571717500687,
-0.05156616121530533,
0.003631475381553173,
-0.04491974413394928,
-0.021244848147034645,
-0.06533582508563995,
0.0363737978041172,
0.011013764888048172,
-0.014186534099280834,
-0.04409658536314964,
-0.020300615578889847,
-0.09797395020723343,
0.0267336443066597,
-0.02820686250925064,
-0.048547033220529556,
0.025896143168210983,
0.1162860319018364,
-0.01761561818420887,
0.0024205746594816446,
0.16447743773460388,
0.09288780391216278,
0.033451762050390244,
-0.030246181413531303,
-0.09180883318185806,
0.013004443608224392,
-0.003510700073093176,
0.013069547712802887,
0.031035182997584343,
-0.07215899974107742,
0.004637275356799364,
-0.004542236682027578,
-0.08357901871204376,
-0.10228876024484634,
-0.04574749618768692,
-0.029518885537981987,
-0.04859647527337074,
-0.07601235061883926,
-0.001559492782689631,
-0.07161521911621094,
0.04215063899755478,
-0.0009088692022487521,
-0.0006145773804746568,
0.014421840198338032,
0.009086113423109055,
-0.046689823269844055,
0.0009444974712096155,
0.06685427576303482,
-0.07906007766723633,
0.021375400945544243,
-0.1213703379034996,
-0.026947278529405594,
-0.02328767441213131,
-0.021174805238842964,
-0.009469252079725266,
0.0054656933061778545,
-0.010522890836000443,
0.037694767117500305,
-0.0053229788318276405,
-0.057515859603881836,
-0.05892913043498993,
-0.034361857920885086,
0.03941148519515991,
0.040141645818948746,
-0.09289447963237762,
-0.15105056762695312,
-0.06199214234948158,
-0.02118644490838051,
0.02730417624115944,
-0.015483726747334003,
-0.03370417654514313,
0.16444379091262817,
0.01481444388628006,
0.01230634469538927,
0.07804042845964432,
0.0004500487702898681,
0.0148653918877244,
0.004968295339494944,
0.028496455401182175,
0.027934014797210693,
-0.006234701257199049,
-0.013760603033006191,
0.03581079840660095,
0.018644385039806366,
-0.11973365396261215,
0.10427962988615036,
0.05541780963540077,
-0.03449799120426178,
0.011394633911550045,
-0.05259478837251663,
-0.07724165916442871,
0.011838850565254688,
0.02417871728539467,
0.052337296307086945,
0.03910978510975838,
-0.006709410808980465,
-0.019803805276751518,
-0.07474543154239655,
0.031747132539749146,
-0.1306716948747635,
-0.08826106041669846,
0.07096648216247559,
-0.008987579494714737,
-0.03959520533680916,
0.012884359806776047,
0.015258820727467537,
0.09768599271774292,
-0.007772121578454971,
-0.08967279642820358,
0.0010353346588090062,
-0.04400036856532097,
0.02092922292649746,
0.12621259689331055,
3.748452385416604e-33,
0.043068449944257736,
-0.010980683378875256,
-0.0531434565782547,
0.009310648776590824,
0.07754216343164444,
-0.028854303061962128,
0.0032487991265952587,
-0.01796131581068039,
-0.09711368381977081,
0.062276728451251984,
-0.02264680340886116,
-0.008948219008743763,
-0.05974813923239708,
-0.001862580655142665,
-0.007510932628065348,
-0.045394767075777054,
0.005526380613446236,
-0.02553156577050686,
0.006833659950643778,
-0.006299935281276703,
0.04487619176506996,
-0.07059378921985626,
-0.0369170606136322,
-0.01297552976757288,
0.010051841847598553,
0.05562432482838631,
0.039206765592098236,
-0.0142759308218956,
0.014221441932022572,
0.03786659613251686,
0.059406645596027374,
-0.04776833951473236,
-0.05460505187511444,
0.02393302507698536,
-0.00034040355239994824,
0.015909086912870407,
-0.03698102384805679,
-0.018878940492868423,
-0.04445507749915123,
0.014173341915011406,
0.02577980048954487,
-0.008279905654489994,
-0.0762428268790245,
0.015080503188073635,
0.14465951919555664,
-0.03706885874271393,
-0.054004352539777756,
-0.018248191103339195,
0.04608013480901718,
-0.01761723682284355,
-0.03824174031615257,
0.0790557935833931,
0.005955455359071493,
0.004233572632074356,
-0.0006291117751970887,
-0.006266340147703886,
-0.0681077092885971,
-0.030509157106280327,
-0.015451845712959766,
0.012131243012845516,
0.0036856206133961678,
0.0685446634888649,
-0.014120439998805523,
-0.0010755943367257714,
0.08934671431779861,
-0.034623149782419205,
0.017550155520439148,
0.01082717627286911,
0.02298496849834919,
-0.028610626235604286,
-0.07029933482408524,
-0.0541498176753521,
0.0796639695763588,
0.0571662038564682,
-0.04065053537487984,
-0.053656790405511856,
-0.030569352209568024,
-0.011239297688007355,
0.07780329138040543,
-0.05058528110384941,
-0.02251422591507435,
-0.022416526451706886,
-0.05633007735013962,
-0.0028058262541890144,
0.046942338347435,
0.04182322323322296,
0.04958745837211609,
0.02372013032436371,
-0.030862698331475258,
0.09216061979532242,
-0.09880246222019196,
-0.022450793534517288,
-0.04970378056168556,
-0.06142884120345116,
-0.020388107746839523,
-8.288017611724393e-33,
-0.017013059929013252,
0.005675442051142454,
-0.0340045690536499,
-0.05480523034930229,
-0.032877083867788315,
-0.0336621068418026,
-0.013862086459994316,
-0.07172416895627975,
0.054230619221925735,
0.024075796827673912,
-0.047123782336711884,
0.08440989255905151,
0.0012531738029792905,
0.014143920503556728,
0.053415317088365555,
0.013686714693903923,
-0.055243369191884995,
0.0168022271245718,
-0.022259140387177467,
0.11421913653612137,
-0.044099822640419006,
0.03254547342658043,
-0.09225936233997345,
0.09565679728984833,
0.028246399015188217,
0.06182079017162323,
0.10338683426380157,
0.017289914190769196,
0.005653102416545153,
-0.0016192932380363345,
0.008512482047080994,
0.010027200914919376,
-0.10781941562891006,
0.08775049448013306,
-0.04152887314558029,
0.026122398674488068,
0.009245275519788265,
0.008668510243296623,
-0.049390118569135666,
0.0000749996179365553,
-0.004879227839410305,
-0.016864750534296036,
-0.006320880260318518,
-0.036756012588739395,
-0.030897537246346474,
-0.013762447983026505,
-0.0442395843565464,
-0.047553714364767075,
-0.12138776481151581,
-0.062471210956573486,
0.024559136480093002,
0.0007999849040061235,
0.007760107982903719,
-0.02981475368142128,
0.04657204821705818,
0.020322579890489578,
-0.006027918308973312,
-0.046422138810157776,
-0.15167483687400818,
-0.11123879253864288,
0.022531641647219658,
0.014912394806742668,
-0.01242089830338955,
0.018634969368577003,
-0.012113930657505989,
-0.030499279499053955,
0.05619886517524719,
-0.040313515812158585,
-0.005984981544315815,
-0.09557011723518372,
-0.04966137930750847,
0.02641785889863968,
-0.016673065721988678,
-0.12716935575008392,
0.00730074243620038,
-0.012333887629210949,
-0.029661133885383606,
0.03511748090386391,
0.004229441285133362,
0.037645675241947174,
0.00071757473051548,
-0.03431885316967964,
0.038736991584300995,
0.018320702016353607,
-0.015008869580924511,
-0.058219365775585175,
-0.02049998939037323,
0.09607714414596558,
0.04354267567396164,
-0.027001751586794853,
0.002524156589061022,
0.04212900251150131,
-0.012430867180228233,
0.04653901234269142,
0.0077145942486822605,
-5.42669731373735e-8,
0.012050030753016472,
-0.05181248486042023,
-0.11318222433328629,
-0.015271572396159172,
-0.031812846660614014,
-0.03990621864795685,
-0.03229920566082001,
-0.011412311345338821,
-0.08352278918027878,
-0.003413386410102248,
0.05184490606188774,
0.08328697085380554,
-0.0730191320180893,
0.04591883718967438,
-0.061753835529088974,
0.0234373789280653,
-0.06649494916200638,
0.038159873336553574,
-0.009271472692489624,
-0.10164687782526016,
-0.0475529320538044,
0.06329593807458878,
0.05962346866726875,
-0.048864442855119705,
-0.04718789458274841,
-0.0221953596919775,
-0.03711971640586853,
-0.02741316519677639,
-0.03233286738395691,
0.01797732710838318,
0.06165291741490364,
-0.015534267760813236,
-0.0005904384306631982,
-0.04924473538994789,
0.08969374746084213,
0.00007257841934915632,
0.08284226804971695,
0.030748846009373665,
0.06491183489561081,
-0.029310140758752823,
0.0472555011510849,
0.0284778643399477,
-0.00599061930552125,
0.02738191746175289,
-0.025847475975751877,
-0.07617030292749405,
0.037180956453084946,
-0.03745274990797043,
0.04154780134558678,
-0.08409750461578369,
-0.0232936330139637,
-0.0027335835620760918,
-0.00435874005779624,
0.04714475944638252,
0.03348882496356964,
0.13667653501033783,
0.009597436524927616,
-0.024901609867811203,
-0.002428719773888588,
0.09560990333557129,
-0.018368417397141457,
0.023324090987443924,
0.04435252398252487,
0.025178343057632446
] | 0.06711 |
# Nix 安装 使用 Nix 运行 OpenClaw 的推荐方式是通过 \*\*[nix-openclaw](https://github.com/openclaw/nix-openclaw)\*\* — 一个开箱即用的 Home Manager 模块。 ## 快速开始 将此粘贴给你的 AI 智能体（Claude、Cursor 等）： ```text I want to set up nix-openclaw on my Mac. Repository: github:openclaw/nix-openclaw What I need you to do: 1. Check if Determinate Nix is installed (if not, install it) 2. Create a local flake at ~/code/openclaw-local using templates/agent-first/flake.nix 3. Help me create a Telegram bot (@BotFather) and get my chat ID (@userinfobot) 4. Set up secrets (bot token, Anthropic key) - plain files at ~/.secrets/ is fine 5. Fill in the template placeholders and run home-manager switch 6. Verify: launchd running, bot responds to messages Reference the nix-openclaw README for module options. ``` > \*\*📦 完整指南：[github.com/openclaw/nix-openclaw](https://github.com/openclaw/nix-openclaw)\*\* > > nix-openclaw 仓库是 Nix 安装的权威来源。本页只是一个快速概述。 ## 你将获得 - Gateway 网关 + macOS 应用 + 工具（whisper、spotify、cameras）— 全部固定版本 - 重启后仍能运行的 Launchd 服务 - 带有声明式配置的插件系统 - 即时回滚：`home-manager switch --rollback` --- ## Nix 模式运行时行为 当设置 `OPENCLAW\_NIX\_MODE=1` 时（nix-openclaw 会自动设置）： OpenClaw 支持 \*\*Nix 模式\*\*，使配置确定性并禁用自动安装流程。 通过导出以下环境变量启用： ```bash OPENCLAW\_NIX\_MODE=1 ``` 在 macOS 上，GUI 应用不会自动继承 shell 环境变量。你也可以通过 defaults 启用 Nix 模式： ```bash defaults write bot.molt.mac openclaw.nixMode -bool true ``` ### 配置 + 状态路径 OpenClaw 从 `OPENCLAW\_CONFIG\_PATH` 读取 JSON5 配置，并将可变数据存储在 `OPENCLAW\_STATE\_DIR` 中。 - `OPENCLAW\_STATE\_DIR`（默认：`~/.openclaw`） - `OPENCLAW\_CONFIG\_PATH`（默认：`$OPENCLAW\_STATE\_DIR/openclaw.json`） 在 Nix 下运行时，将这些显式设置为 Nix 管理的位置，以便运行时状态和配置不会进入不可变存储。 ### Nix 模式下的运行时行为 - 自动安装和自我修改流程被禁用 - 缺失的依赖会显示 Nix 特定的修复消息 - 存在时 UI 会显示只读 Nix 模式横幅 ## 打包注意事项（macOS） macOS 打包流程期望在以下位置有一个稳定的 Info.plist 模板： ``` apps/macos/Sources/OpenClaw/Resources/Info.plist ``` [`scripts/package-mac-app.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/package-mac-app.sh) 将此模板复制到应用包中并修补动态字段（bundle ID、版本/构建号、Git SHA、Sparkle 密钥）。这使 plist 对于 SwiftPM 打包和 Nix 构建保持确定性（它们不依赖完整的 Xcode 工具链）。 ## 相关内容 - [nix-openclaw](https://github.com/openclaw/nix-openclaw) — 完整设置指南 - [向导](/start/wizard) — 非 Nix CLI 设置 - [Docker](/install/docker) — 容器化设置 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/nix.md | main | opebclaw | [
0.0038867576513439417,
0.01275066751986742,
-0.02583787590265274,
-0.04313770309090614,
0.03185230866074562,
-0.10290537029504776,
-0.005243209190666676,
0.028429605066776276,
-0.006673199124634266,
-0.03320994973182678,
0.022603701800107956,
-0.06846130639314651,
-0.007906021550297737,
0.018044034019112587,
0.09461876004934311,
0.0549948550760746,
0.02972683310508728,
-0.058404721319675446,
0.07163471728563309,
0.014818448573350906,
0.004927072208374739,
0.008414214476943016,
0.13090723752975464,
-0.007739073131233454,
-0.0681917741894722,
-0.006863419432193041,
0.004308855626732111,
-0.008159290067851543,
-0.0609549880027771,
-0.03475978597998619,
0.10740505158901215,
0.037558335810899734,
-0.006979939062148333,
-0.007112659048289061,
0.12969405949115753,
0.03627927973866463,
0.06145468354225159,
0.017308032140135765,
-0.10518689453601837,
0.032171398401260376,
-0.016835637390613556,
-0.03609628975391388,
-0.019037099555134773,
0.017352452501654625,
-0.056215763092041016,
-0.0358564667403698,
-0.023679884150624275,
-0.06866369396448135,
0.00020804960513487458,
-0.0005000664386898279,
-0.08192817121744156,
-0.06424887478351593,
-0.021800601854920387,
-0.04622406139969826,
0.07670958340167999,
0.04693248122930527,
-0.03303193300962448,
0.002662531565874815,
0.04279590770602226,
-0.0570957213640213,
0.03728922829031944,
0.045578375458717346,
-0.02226356416940689,
0.0054597812704741955,
-0.07497178018093109,
0.027054328471422195,
-0.023977944627404213,
-0.03853725269436836,
-0.009496685117483139,
-0.02562844753265381,
-0.0021448812913149595,
-0.047498755156993866,
0.017098169773817062,
-0.02033952623605728,
-0.03275040164589882,
-0.04259181022644043,
0.07681945711374283,
-0.006991015747189522,
-0.09561802446842194,
-0.04258960112929344,
-0.11012887954711914,
0.09841285645961761,
-0.013102472759783268,
0.009403325617313385,
-0.007872780784964561,
0.1306247115135193,
0.0005813453462906182,
0.028398677706718445,
0.026786716654896736,
0.11545544117689133,
0.10139422863721848,
-0.08105499297380447,
-0.02700299769639969,
-0.010735079646110535,
0.03099760413169861,
0.0022584155667573214,
0.01855284906923771,
0.0549466609954834,
-0.033464789390563965,
0.07361210137605667,
-0.037826940417289734,
-0.06783782690763474,
0.024894699454307556,
-0.024955717846751213,
-0.02905062586069107,
0.0533558689057827,
0.057239141315221786,
0.013413970358669758,
0.004754194989800453,
0.0037242143880575895,
-0.00020213516836520284,
-0.08864346891641617,
0.07922889292240143,
-0.0546061173081398,
-0.01583034358918667,
0.008133761584758759,
-0.03719362989068031,
-0.045199934393167496,
0.05505959689617157,
0.019016070291399956,
0.14909663796424866,
0.044704824686050415,
-0.03195681422948837,
0.06059356406331062,
0.026860205456614494,
0.05409691482782364,
0.10352151840925217,
6.765288107140956e-33,
0.05835762992501259,
0.04257522523403168,
-0.0558149628341198,
0.05927293375134468,
-0.006063478998839855,
-0.01970493793487549,
0.007596769370138645,
0.05634347349405289,
-0.14577741920948029,
0.05845053121447563,
-0.0008720564073882997,
0.013907244428992271,
-0.07582243531942368,
-0.010929339565336704,
-0.016338501125574112,
-0.022948022931814194,
-0.008623115718364716,
0.020810216665267944,
0.027808623388409615,
-0.08326017111539841,
0.05192750319838524,
-0.015379944816231728,
-0.07331804186105728,
-0.0014123176224529743,
0.0019251503981649876,
0.028736568987369537,
-0.015021010302007198,
-0.06966884434223175,
0.01901678554713726,
0.02711012214422226,
0.007929419167339802,
-0.018711630254983902,
0.012309136800467968,
0.05239637568593025,
-0.06649798154830933,
-0.005904494784772396,
-0.1321823000907898,
-0.04952268302440643,
-0.06894145160913467,
-0.043689560145139694,
0.021326808258891106,
0.03155449405312538,
0.029402317479252815,
-0.05936345458030701,
0.09413256496191025,
-0.04407918453216553,
-0.022983139380812645,
-0.02044328674674034,
0.046696826815605164,
-0.059225231409072876,
0.01845019869506359,
-0.033125635236501694,
0.05407525226473808,
0.12205789238214493,
0.007541118189692497,
-0.008149935863912106,
-0.0452413409948349,
-0.10714733600616455,
0.013300943188369274,
-0.04391798749566078,
0.006338180508464575,
0.05553419515490532,
0.01888141967356205,
0.010849063284695148,
0.04827675595879555,
-0.05037723481655121,
0.027851911261677742,
0.05930689349770546,
0.006321748252958059,
0.02695835940539837,
-0.046356916427612305,
0.011882852762937546,
-0.005641418043524027,
0.05929964780807495,
-0.05490051954984665,
-0.04756319522857666,
-0.0012826404999941587,
-0.02262497879564762,
0.07411464303731918,
0.019861018285155296,
0.04341907426714897,
-0.0791335478425026,
-0.042125679552555084,
-0.011163902468979359,
0.10195046663284302,
0.08691194653511047,
0.03654055669903755,
0.004692683462053537,
-0.013836893253028393,
0.08912386000156403,
-0.06655370444059372,
-0.05551576986908913,
-0.059595998376607895,
-0.03556448593735695,
-0.05735809728503227,
-8.049604582174586e-33,
0.029093211516737938,
-0.05885496363043785,
-0.00930482242256403,
-0.014029573649168015,
-0.05243352800607681,
0.1031975969672203,
-0.04208751395344734,
-0.04923645779490471,
-0.03853432089090347,
-0.03511745110154152,
-0.08230649679899216,
0.02667805552482605,
0.08748996257781982,
-0.09015942364931107,
0.06424392759799957,
0.0016061520436778665,
-0.06837023049592972,
0.0070684561505913734,
-0.006012374069541693,
0.06438460201025009,
-0.09849526733160019,
0.0173962339758873,
-0.09592913836240768,
0.03579820692539215,
0.07259192317724228,
-0.015089142136275768,
0.08138009160757065,
0.04537895321846008,
0.008367984555661678,
0.0015782983973622322,
-0.037688639014959335,
0.011138221248984337,
-0.094547338783741,
-0.01935814507305622,
0.061468705534935,
0.017900867387652397,
-0.023346934467554092,
0.040894150733947754,
-0.05198158696293831,
0.0010792941320687532,
0.056602127850055695,
-0.03859298303723335,
-0.14035764336585999,
-0.04780787229537964,
-0.03614475205540657,
0.08366329967975616,
-0.04980823025107384,
-0.0035643044393509626,
-0.06829314678907394,
-0.014956803992390633,
0.03797735273838043,
-0.006380739156156778,
0.045320432633161545,
-0.03813524544239044,
0.012783808633685112,
0.019411951303482056,
0.04018062353134155,
-0.035234905779361725,
-0.016098469495773315,
-0.0432397723197937,
-0.03200284391641617,
-0.03961537405848503,
-0.013966264203190804,
0.01047131884843111,
0.0012820722768083215,
-0.08964124321937561,
-0.09220287203788757,
0.06601054221391678,
-0.0716109573841095,
-0.0569843053817749,
-0.0072953347116708755,
-0.027433522045612335,
0.01509933266788721,
-0.10380369424819946,
0.04319576919078827,
0.013778566382825375,
0.011326352134346962,
-0.007542409002780914,
-0.007885582745075226,
0.1183217465877533,
0.022138748317956924,
0.032880909740924835,
0.09763947129249573,
0.0288814976811409,
-0.039384979754686356,
-0.04525230452418327,
0.0222956333309412,
0.06314246356487274,
-0.033201638609170914,
0.03365825116634369,
-0.04424978792667389,
0.012861505150794983,
0.034709010273218155,
0.04554690793156624,
0.012494644150137901,
-5.3053252457857525e-8,
-0.02143700234591961,
-0.05704319104552269,
-0.028161687776446342,
0.009709317237138748,
-0.0408034585416317,
0.026003627106547356,
0.016274312511086464,
-0.05964194983243942,
-0.10726349800825119,
-0.013519246131181717,
0.07136691361665726,
0.014663801528513432,
-0.07408182322978973,
0.02657894976437092,
-0.06441623717546463,
0.03115583024919033,
-0.01629343070089817,
0.03775285929441452,
0.00935837160795927,
-0.04323848336935043,
0.03396820276975632,
0.02904627099633217,
0.015511448495090008,
0.007620223332196474,
-0.09944941848516464,
0.012161904945969582,
-0.03145169839262962,
0.004845727700740099,
-0.018331682309508324,
-0.012363476678729057,
0.0010791659587994218,
-0.0482286661863327,
-0.006784858647733927,
0.04524591565132141,
0.016632456332445145,
0.0007242840947583318,
-0.08273650705814362,
0.014746572822332382,
0.0351177453994751,
-0.020143110305070877,
0.033325571566820145,
0.005440596025437117,
-0.033206090331077576,
-0.07587572932243347,
-0.09987789392471313,
-0.020307427272200584,
-0.00048818037612363696,
-0.08545559644699097,
-0.01905176229774952,
-0.026837516576051712,
0.03178383782505989,
0.040133945643901825,
0.016217637807130814,
0.09809873253107071,
0.0459359809756279,
0.07303011417388916,
0.09848934412002563,
-0.054281558841466904,
-0.03171857073903084,
-0.00009865879837889224,
-0.009391718544065952,
-0.0019143815152347088,
0.07419079542160034,
0.04270237684249878
] | 0.083268 |
# 安装 除非有特殊原因，否则请使用安装器。它会设置 CLI 并运行新手引导。 ## 快速安装（推荐） ```bash curl -fsSL https://openclaw.ai/install.sh | bash ``` Windows（PowerShell）： ```powershell iwr -useb https://openclaw.ai/install.ps1 | iex ``` 下一步（如果你跳过了新手引导）： ```bash openclaw onboard --install-daemon ``` ## 系统要求 - \*\*Node >=22\*\* - macOS、Linux 或通过 WSL2 的 Windows - `pnpm` 仅在从源代码构建时需要 ## 选择安装路径 ### 1）安装器脚本（推荐） 通过 npm 全局安装 `openclaw` 并运行新手引导。 ```bash curl -fsSL https://openclaw.ai/install.sh | bash ``` 安装器标志： ```bash curl -fsSL https://openclaw.ai/install.sh | bash -s -- --help ``` 详情：[安装器内部原理](/install/installer)。 非交互式（跳过新手引导）： ```bash curl -fsSL https://openclaw.ai/install.sh | bash -s -- --no-onboard ``` ### 2）全局安装（手动） 如果你已经有 Node： ```bash npm install -g openclaw@latest ``` 如果你全局安装了 libvips（macOS 上通过 Homebrew 安装很常见）且 `sharp` 安装失败，请强制使用预构建二进制文件： ```bash SHARP\_IGNORE\_GLOBAL\_LIBVIPS=1 npm install -g openclaw@latest ``` 如果你看到 `sharp: Please add node-gyp to your dependencies`，要么安装构建工具（macOS：Xcode CLT + `npm install -g node-gyp`），要么使用上面的 `SHARP\_IGNORE\_GLOBAL\_LIBVIPS=1` 变通方法来跳过原生构建。 或使用 pnpm： ```bash pnpm add -g openclaw@latest pnpm approve-builds -g # 批准 openclaw、node-llama-cpp、sharp 等 pnpm add -g openclaw@latest # 重新运行以执行 postinstall 脚本 ``` pnpm 需要显式批准带有构建脚本的包。在首次安装显示"Ignored build scripts"警告后，运行 `pnpm approve-builds -g` 并选择列出的包，然后重新运行安装以执行 postinstall 脚本。 然后： ```bash openclaw onboard --install-daemon ``` ### 3）从源代码（贡献者/开发） ```bash git clone https://github.com/openclaw/openclaw.git cd openclaw pnpm install pnpm ui:build # 首次运行时自动安装 UI 依赖 pnpm build openclaw onboard --install-daemon ``` 提示：如果你还没有全局安装，请通过 `pnpm openclaw ...` 运行仓库命令。 ### 4）其他安装选项 - Docker：[Docker](/install/docker) - Nix：[Nix](/install/nix) - Ansible：[Ansible](/install/ansible) - Bun（仅 CLI）：[Bun](/install/bun) ## 安装后 - 运行新手引导：`openclaw onboard --install-daemon` - 快速检查：`openclaw doctor` - 检查 Gateway 网关健康状态：`openclaw status` + `openclaw health` - 打开仪表板：`openclaw dashboard` ## 安装方式：npm vs git（安装器） 安装器支持两种方式： - `npm`（默认）：`npm install -g openclaw@latest` - `git`：从 GitHub 克隆/构建并从源代码 checkout 运行 ### CLI 标志 ```bash # 显式 npm curl -fsSL https://openclaw.ai/install.sh | bash -s -- --install-method npm # 从 GitHub 安装（源代码 checkout） curl -fsSL https://openclaw.ai/install.sh | bash -s -- --install-method git ``` 常用标志： - `--install-method npm|git` - `--git-dir `（默认：`~/openclaw`） - `--no-git-update`（使用现有 checkout 时跳过 `git pull`） - `--no-prompt`（禁用提示；CI/自动化中必需） - `--dry-run`（打印将要执行的操作；不做任何更改） - `--no-onboard`（跳过新手引导） ### 环境变量 等效的环境变量（对自动化有用）： - `OPENCLAW\_INSTALL\_METHOD=git|npm` - `OPENCLAW\_GIT\_DIR=...` - `OPENCLAW\_GIT\_UPDATE=0|1` - `OPENCLAW\_NO\_PROMPT=1` - `OPENCLAW\_DRY\_RUN=1` - `OPENCLAW\_NO\_ONBOARD=1` - `SHARP\_IGNORE\_GLOBAL\_LIBVIPS=0|1`（默认：`1`；避免 `sharp` 针对系统 libvips 构建） ## 故障排除：找不到 `openclaw`（PATH） 快速诊断： ```bash node -v npm -v npm prefix -g echo "$PATH" ``` 如果 `$(npm prefix -g)/bin`（macOS/Linux）或 `$(npm prefix -g)`（Windows）\*\*不\*\*在 `echo "$PATH"` 的输出中，你的 shell 无法找到全局 npm 二进制文件（包括 `openclaw`）。 修复：将其添加到你的 shell 启动文件（zsh：`~/.zshrc`，bash：`~/.bashrc`）： ```bash # macOS / Linux export PATH="$(npm prefix -g)/bin:$PATH" ``` 在 Windows 上，将 `npm prefix -g` 的输出添加到你的 PATH。 然后打开新终端（或在 zsh 中执行 `rehash` / 在 bash 中执行 `hash -r`）。 ## 更新/卸载 - 更新：[更新](/install/updating) - 迁移到新机器：[迁移](/install/migrating) - 卸载：[卸载](/install/uninstall) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/index.md | main | opebclaw | [
-0.0038158141542226076,
0.04535640403628349,
-0.10127875208854675,
-0.005048771854490042,
0.024312354624271393,
-0.0875021442770958,
-0.013674651272594929,
0.03428687900304794,
-0.028166180476546288,
0.020573033019900322,
0.07213979959487915,
-0.0547216460108757,
0.04577416926622391,
-0.03754105791449547,
0.06437943875789642,
0.11817583441734314,
-0.043319955468177795,
0.0015430424828082323,
0.02315627969801426,
-0.01300609391182661,
-0.04911180958151817,
0.039996422827243805,
-0.014368110336363316,
-0.07665096968412399,
-0.09718534350395203,
0.004847067873924971,
-0.03970107436180115,
0.0653923973441124,
-0.02316078543663025,
-0.032192375510931015,
0.03979172185063362,
0.03265576809644699,
0.0006222170195542276,
-0.0035322834737598896,
0.1469353586435318,
0.11033491790294647,
0.028367282822728157,
-0.02934291772544384,
-0.18253947794437408,
-0.053683869540691376,
0.06803480535745621,
0.04307917505502701,
-0.00011664999328786507,
-0.07568785548210144,
-0.0311898123472929,
-0.051164768636226654,
-0.07340706884860992,
-0.07527115195989609,
-0.023528121411800385,
-0.007476465776562691,
-0.0564926378428936,
-0.09071829169988632,
0.002408132888376713,
-0.037319526076316833,
0.02995518036186695,
-0.015028638765215874,
-0.004149779677391052,
-0.001147405244410038,
0.053330183029174805,
-0.06548836827278137,
0.03897840902209282,
-0.008669841103255749,
-0.050538595765829086,
0.009463299065828323,
-0.07603950798511505,
0.046571165323257446,
-0.04967000335454941,
-0.05576932802796364,
-0.07270943373441696,
-0.004566873423755169,
-0.04714297503232956,
-0.011769763194024563,
-0.04266684502363205,
-0.039577506482601166,
-0.05245032161474228,
-0.007172318175435066,
0.07566584646701813,
0.030106069520115852,
-0.0823134332895279,
-0.09034755825996399,
-0.12253418564796448,
0.022597813978791237,
-0.08374632149934769,
-0.0030039548873901367,
0.0011078412644565105,
0.2148440033197403,
-0.05735161155462265,
0.003470913739874959,
0.05407309532165527,
0.020607270300388336,
-0.017599759623408318,
-0.06619496643543243,
-0.019496753811836243,
0.008986376225948334,
0.025976989418268204,
-0.008367479778826237,
0.04416140541434288,
0.06445050239562988,
-0.08832421153783798,
0.050817035138607025,
0.009593749418854713,
-0.034935399889945984,
-0.013308325782418251,
-0.007131489925086498,
-0.08552347123622894,
0.031948935240507126,
-0.018572796136140823,
0.06636938452720642,
0.019155003130435944,
-0.01826281100511551,
-0.002584313740953803,
-0.026556072756648064,
0.03300076350569725,
-0.126223623752594,
-0.03795907273888588,
0.05472731590270996,
-0.010544819757342339,
0.00972329918295145,
0.048818863928318024,
0.05995078757405281,
0.08508513122797012,
-0.003189549082890153,
-0.04299287125468254,
-0.0014717067824676633,
0.00276003940962255,
0.009609334170818329,
0.13009387254714966,
4.454146827279333e-33,
0.001010302104987204,
-0.06993407011032104,
-0.035059604793787,
0.01639232039451599,
0.1257723718881607,
-0.006828829646110535,
0.05223409831523895,
-0.024616975337266922,
-0.08986023813486099,
0.08282176405191422,
-0.02962842583656311,
0.009876668453216553,
-0.07288066297769547,
-0.02754020318388939,
0.04984624683856964,
-0.06610984355211258,
0.006632527802139521,
0.024301910772919655,
0.016722802072763443,
-0.013875909149646759,
0.055201686918735504,
-0.03607673943042755,
-0.00970588531345129,
-0.03055821731686592,
-0.003045969409868121,
-0.017516789957880974,
0.015871666371822357,
-0.02606024220585823,
0.044799260795116425,
0.021838299930095673,
0.06775128096342087,
-0.007198540028184652,
-0.059661123901605606,
0.007265984080731869,
-0.06182302534580231,
-0.0657355934381485,
-0.06112060695886612,
-0.005504084285348654,
-0.040161728858947754,
0.026261674240231514,
0.017959559336304665,
-0.0066996547393500805,
0.006471671164035797,
-0.012655253522098064,
0.10366656631231308,
-0.08228856325149536,
-0.04828159138560295,
-0.00488852895796299,
0.053318072110414505,
-0.03072827309370041,
-0.012343565933406353,
0.05638624355196953,
0.056319717317819595,
-0.02961847558617592,
-0.013372126035392284,
-0.02952256053686142,
-0.04311206191778183,
-0.031208248808979988,
-0.01660929061472416,
0.0197251345962286,
-0.026645256206393242,
0.08486241847276688,
0.044992268085479736,
-0.010184261947870255,
0.05967016890645027,
-0.03528594970703125,
0.07256705313920975,
0.023020828142762184,
-0.06952331215143204,
0.034030668437480927,
-0.06905633956193924,
-0.017916221171617508,
0.04819861799478531,
0.052789680659770966,
-0.015268547460436821,
-0.038714367896318436,
-0.0013957939809188247,
-0.014246434904634953,
0.05605755373835564,
-0.031257886439561844,
-0.05827247351408005,
0.0264044888317585,
-0.0836418867111206,
-0.017515042796730995,
0.05954601988196373,
0.01398118119686842,
-0.018929606303572655,
-0.008179782889783382,
-0.005792451556771994,
0.019604647532105446,
-0.07868719846010208,
-0.05166678875684738,
-0.062190260738134384,
-0.036422599107027054,
-0.0389179065823555,
-8.18771929092445e-33,
0.0073293824680149555,
-0.01826787181198597,
0.03451439365744591,
-0.04499587044119835,
-0.04368780925869942,
-0.0061469292268157005,
-0.04111951217055321,
-0.0722084790468216,
-0.03291194140911102,
0.0315820537507534,
-0.021710848435759544,
0.10767756402492523,
0.005516389384865761,
-0.01968500204384327,
0.07524224370718002,
0.04093784838914871,
-0.03669252619147301,
0.04706224054098129,
0.012904582545161247,
0.0271257646381855,
-0.023995067924261093,
0.04646404832601547,
-0.02393214777112007,
0.048246193677186966,
0.035265032202005386,
0.01719803735613823,
0.08066542446613312,
0.04370083659887314,
0.00829239934682846,
0.003308081068098545,
-0.036311112344264984,
0.06954465806484222,
-0.05240689590573311,
0.10928963869810104,
-0.03638448193669319,
0.03739619627594948,
0.007493502460420132,
0.02288445457816124,
0.02867470681667328,
0.0045408508740365505,
0.011276817880570889,
-0.043874695897102356,
-0.07359984517097473,
-0.021012067794799805,
-0.058721400797367096,
0.012268800288438797,
-0.021720044314861298,
-0.03152848035097122,
-0.12075909227132797,
-0.00003344101787661202,
0.004602828528732061,
0.005530902184545994,
-0.004376854281872511,
0.026795392856001854,
0.01742926798760891,
-0.02348857931792736,
-0.03625272959470749,
-0.02193872444331646,
-0.0919308215379715,
-0.1156652569770813,
0.04580499604344368,
-0.0377955324947834,
0.005520440172404051,
0.011978019028902054,
-0.050477173179388046,
0.0031527590472251177,
-0.007845044136047363,
-0.012183164246380329,
-0.1008778065443039,
-0.07551249116659164,
-0.0655866414308548,
0.02629847452044487,
-0.013740453869104385,
-0.07551287859678268,
0.008765359409153461,
0.031947553157806396,
0.024614518508315086,
0.018704278394579887,
-0.014340505003929138,
0.07719404250383377,
-0.02261953055858612,
-0.002472658408805728,
0.03819030523300171,
0.03873898833990097,
-0.013792778365314007,
-0.06259361654520035,
-0.022383274510502815,
0.0820382684469223,
0.05233339965343475,
0.0005328498082235456,
-0.06066522374749184,
0.05033469945192337,
0.0668913722038269,
0.012638336978852749,
0.002315456746146083,
-5.157087201723698e-8,
-0.040109019726514816,
-0.08353952318429947,
-0.07429414987564087,
-0.006889109965413809,
-0.04798080399632454,
-0.022474659606814384,
-0.02707056887447834,
-0.0369332954287529,
-0.08412805199623108,
-0.03640090674161911,
0.03625639155507088,
0.018507862463593483,
-0.04513312131166458,
-0.0013041779166087508,
-0.09475645422935486,
0.07217513769865036,
-0.031337156891822815,
0.020740997046232224,
0.06231953948736191,
-0.09413215517997742,
0.022254634648561478,
0.04386907070875168,
0.13318344950675964,
0.04006055369973183,
-0.0564415268599987,
-0.006283612921833992,
-0.007907494902610779,
-0.043729085475206375,
-0.027086833491921425,
0.06981554627418518,
0.01517594326287508,
-0.07740119099617004,
0.025621237233281136,
0.02918912097811699,
0.07033661007881165,
-0.02388741821050644,
0.018138261511921883,
0.06687092036008835,
0.04999973624944687,
-0.033807333558797836,
0.02422439679503441,
0.0455797053873539,
-0.080830417573452,
-0.000021448900952236727,
-0.030325997620821,
0.02495739236474037,
-0.01695498451590538,
0.029621051624417305,
-0.005287711042910814,
-0.08237586915493011,
0.014798088930547237,
-0.008479622192680836,
0.027579864487051964,
0.06480293720960617,
0.00988264661282301,
0.11445421725511551,
-0.0013753223465755582,
-0.07107708603143692,
0.027499467134475708,
0.11137619614601135,
-0.03147829696536064,
0.004731549881398678,
0.06010931357741356,
0.014046642929315567
] | 0.081637 |
# 开发渠道 最后更新：2026-01-21 OpenClaw 提供三个更新渠道： - \*\*stable\*\*：npm dist-tag `latest`。 - \*\*beta\*\*：npm dist-tag `beta`（测试中的构建）。 - \*\*dev\*\*：`main` 的移动头（git）。npm dist-tag：`dev`（发布时）。 我们将构建发布到 \*\*beta\*\*，进行测试，然后\*\*将经过验证的构建提升到 `latest`\*\*， 版本号不变——dist-tag 是 npm 安装的数据源。 ## 切换渠道 Git checkout： ```bash openclaw update --channel stable openclaw update --channel beta openclaw update --channel dev ``` - `stable`/`beta` 检出最新匹配的标签（通常是同一个标签）。 - `dev` 切换到 `main` 并在上游基础上 rebase。 npm/pnpm 全局安装： ```bash openclaw update --channel stable openclaw update --channel beta openclaw update --channel dev ``` 这会通过相应的 npm dist-tag（`latest`、`beta`、`dev`）进行更新。 当你使用 `--channel` \*\*显式\*\*切换渠道时，OpenClaw 还会对齐安装方式： - `dev` 确保有一个 git checkout（默认 `~/openclaw`，可通过 `OPENCLAW\_GIT\_DIR` 覆盖）， 更新它，并从该 checkout 安装全局 CLI。 - `stable`/`beta` 使用匹配的 dist-tag 从 npm 安装。 提示：如果你想同时使用 stable + dev，保留两个克隆并将 Gateway 网关指向 stable 那个。 ## 插件和渠道 当你使用 `openclaw update` 切换渠道时，OpenClaw 还会同步插件来源： - `dev` 优先使用 git checkout 中的内置插件。 - `stable` 和 `beta` 恢复 npm 安装的插件包。 ## 标签最佳实践 - 为你希望 git checkout 落在的发布版本打标签（`vYYYY.M.D` 或 `vYYYY.M.D-`）。 - 保持标签不可变：永远不要移动或重用标签。 - npm dist-tag 仍然是 npm 安装的数据源： - `latest` → stable - `beta` → 候选构建 - `dev` → main 快照（可选） ## macOS 应用可用性 Beta 和 dev 构建可能\*\*不\*\*包含 macOS 应用发布。这没问题： - git 标签和 npm dist-tag 仍然可以发布。 - 在发布说明或变更日志中注明"此 beta 无 macOS 构建"。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/development-channels.md | main | opebclaw | [
-0.005593265872448683,
0.046971358358860016,
0.007496698293834925,
-0.04582088440656662,
0.04699324816465378,
-0.07389915734529495,
0.04344732686877251,
0.0002602416498120874,
0.02717977575957775,
0.027378451079130173,
0.08735678344964981,
-0.02609202079474926,
0.024019358679652214,
-0.023777013644576073,
0.020983627066016197,
0.0880100354552269,
-0.09246879070997238,
0.037161875516176224,
-0.02140822261571884,
0.00012286978017073125,
-0.06346886605024338,
0.03682441636919975,
0.005240368191152811,
0.030133193358778954,
-0.015630844980478287,
0.04276907444000244,
-0.06721480190753937,
0.04045519977807999,
0.011359214782714844,
-0.08066461235284805,
-0.02973511815071106,
0.13638797402381897,
0.026321182027459145,
0.03700096160173416,
0.1232588067650795,
0.07086159288883209,
-0.027996376156806946,
-0.07464531809091568,
-0.015640143305063248,
0.012293736450374126,
0.010360286571085453,
-0.00814282801002264,
0.0033350724261254072,
-0.05958746746182442,
0.022291164845228195,
0.03556391969323158,
-0.0844653993844986,
-0.06608116626739502,
-0.08443578332662582,
-0.041946008801460266,
-0.053956594318151474,
-0.06933020055294037,
-0.04110264405608177,
0.026339994743466377,
0.06243404746055603,
0.013121253810822964,
-0.005425505805760622,
-0.0322609469294548,
0.04391108825802803,
-0.008723493665456772,
0.009152776561677456,
0.07131102681159973,
-0.07611881196498871,
0.03890807554125786,
-0.04262138530611992,
0.001950625330209732,
-0.0179031640291214,
0.009894398041069508,
-0.044332776218652725,
0.03658032417297363,
-0.001367060816846788,
0.0077127679251134396,
0.011275137774646282,
-0.02863803692162037,
-0.04497182369232178,
-0.038952868431806564,
0.012398900464177132,
0.023368602618575096,
-0.042742304503917694,
-0.09818626195192337,
-0.038805123418569565,
-0.01845250092446804,
0.06342343986034393,
-0.03217894583940506,
-0.06141774356365204,
0.15529008209705353,
-0.02920541539788246,
0.02205505408346653,
0.07401945441961288,
-0.022733179852366447,
-0.03821873664855957,
0.004858872853219509,
0.05274844914674759,
0.06446530669927597,
-0.06421250104904175,
-0.038352351635694504,
0.05610762536525726,
0.028259916231036186,
-0.011743251234292984,
0.09627380967140198,
0.06000243127346039,
0.05335594713687897,
-0.007217708043754101,
-0.05208083614706993,
-0.06589892506599426,
0.0020138034597039223,
0.014413629658520222,
0.05594794079661369,
0.03585123270750046,
0.013271689414978027,
-0.014229326508939266,
-0.0681275799870491,
0.0008328754338435829,
-0.12154093384742737,
-0.0708809494972229,
-0.01010039821267128,
0.0016919123008847237,
-0.02654602937400341,
0.026620706543326378,
0.013928941451013088,
0.05744566395878792,
-0.006512845400720835,
-0.10809183120727539,
-0.03856503218412399,
-0.11863630264997482,
0.002754593500867486,
0.0872252881526947,
6.071117918020101e-33,
0.047635987401008606,
0.0014427684945985675,
-0.032116521149873734,
-0.06448934227228165,
0.06569255143404007,
-0.009084378369152546,
-0.030606655403971672,
-0.04519238695502281,
-0.1252526193857193,
0.04369999095797539,
0.03753291070461273,
-0.04194284975528717,
-0.13051201403141022,
0.018649175763130188,
0.025291459634900093,
-0.08438615500926971,
0.019606098532676697,
-0.02424190752208233,
0.022134119644761086,
-0.010596559382975101,
-0.012664112262427807,
-0.020360317081212997,
-0.05767415463924408,
-0.06031353771686554,
0.06728630512952805,
0.033269789069890976,
0.030211027711629868,
-0.021034078672528267,
0.009213682264089584,
0.03870701044797897,
0.07327445596456528,
0.017780842259526253,
-0.029980946332216263,
0.01865609735250473,
-0.0614001639187336,
-0.015806978568434715,
-0.07191746681928635,
-0.0018957295687869191,
-0.057285428047180176,
-0.05745915696024895,
-0.01943434588611126,
-0.007851697504520416,
-0.07565008103847504,
-0.002181817078962922,
0.09101991355419159,
-0.021342439576983452,
-0.019558463245630264,
-0.048311829566955566,
0.06525047868490219,
-0.04407147318124771,
-0.05588020011782646,
0.06051544100046158,
-0.04373469576239586,
-0.023346995934844017,
-0.002142358338460326,
-0.04034554213285446,
-0.049313053488731384,
-0.04920152202248573,
-0.04510800912976265,
0.02439676597714424,
-0.01800783909857273,
0.013462362810969353,
0.0060452865436673164,
-0.037344638258218765,
0.08908271044492722,
0.02707185037434101,
0.03510468825697899,
0.005322953220456839,
0.042508020997047424,
-0.04238087683916092,
-0.12379409372806549,
-0.041170526295900345,
0.048867590725421906,
0.04811206832528114,
-0.03443523868918419,
-0.049132831394672394,
-0.044493820518255234,
-0.006728144362568855,
0.06397265940904617,
-0.04793628677725792,
-0.05373761057853699,
-0.04757581651210785,
-0.06745796650648117,
0.04759231582283974,
0.04217148944735527,
0.05742570757865906,
0.084836445748806,
0.006633106619119644,
-0.031239496544003487,
0.05011141672730446,
-0.07929999381303787,
0.016555514186620712,
-0.049736738204956055,
-0.06961478292942047,
-0.04481086879968643,
-8.988565225040443e-33,
-0.027426185086369514,
0.03876208886504173,
-0.08902202546596527,
0.0077757458202540874,
-0.0455322228372097,
-0.12039342522621155,
-0.020734278485178947,
0.026360079646110535,
0.07539971172809601,
0.06316056847572327,
-0.02884429506957531,
0.027498986572027206,
-0.035535696893930435,
0.0020856966730207205,
0.015584464184939861,
0.020005300641059875,
-0.009205283597111702,
0.04170168563723564,
-0.03500915691256523,
0.073836550116539,
0.013240259140729904,
0.08416355401277542,
-0.12814199924468994,
0.03239522874355316,
-0.011752920225262642,
0.06508657336235046,
0.08552157133817673,
0.02028004266321659,
0.06252191215753555,
-0.005213046912103891,
-0.027418097481131554,
-0.013365081511437893,
-0.09977605938911438,
0.0854312852025032,
-0.026510577648878098,
-0.058281682431697845,
0.03137475624680519,
-0.008111690171062946,
-0.0015469338977709413,
0.025866609066724777,
-0.00673749390989542,
0.03507506474852562,
0.001007026992738247,
-0.038659900426864624,
0.008158298209309578,
0.020173709839582443,
-0.012476816773414612,
-0.0026777463499456644,
-0.03582322224974632,
-0.04495991766452789,
0.03536847606301308,
-0.001207214081659913,
-0.034905146807432175,
-0.04942353069782257,
0.034531932324171066,
-0.023235637694597244,
-0.05547037348151207,
-0.01630161516368389,
-0.10064271837472916,
-0.1374966949224472,
0.052360765635967255,
0.046854812651872635,
0.03071640618145466,
-0.020214242860674858,
0.014206893742084503,
-0.027184078469872475,
-0.03815426304936409,
0.007989433594048023,
-0.0029209523927420378,
-0.07154305279254913,
0.03620608150959015,
0.05669499561190605,
-0.03560861945152283,
-0.053134649991989136,
-0.006222224794328213,
-0.044648680835962296,
-0.04355240613222122,
0.053852472454309464,
0.016140036284923553,
0.06384668499231339,
0.00007204795838333666,
0.03881771117448807,
0.010271894745528698,
0.08343038707971573,
-0.022710714489221573,
-0.03026340715587139,
0.034854769706726074,
0.04771436005830765,
0.01265895925462246,
-0.04743121564388275,
0.016224345192313194,
0.06882486492395401,
0.007488568779081106,
0.1223471537232399,
0.0004465148667804897,
-4.8575405031670016e-8,
-0.012132911942899227,
-0.09955725073814392,
-0.10102999210357666,
-0.046067021787166595,
0.020518414676189423,
-0.04020689055323601,
0.010539663024246693,
-0.02857666090130806,
-0.04345718026161194,
-0.034347567707300186,
0.04382530599832535,
0.09079909324645996,
-0.12219981849193573,
0.02544793114066124,
-0.05286884307861328,
0.024384787306189537,
-0.09351979941129684,
0.030621355399489403,
-0.02175537310540676,
-0.10310795903205872,
-0.018252991139888763,
0.08129961043596268,
0.06674166023731232,
-0.03420334309339523,
-0.050697050988674164,
-0.006726937834173441,
-0.0289235208183527,
-0.02335509844124317,
-0.06405653804540634,
-0.011090670712292194,
0.07144603878259659,
0.02293585054576397,
-0.00590635696426034,
-0.08582819253206253,
0.06985286623239517,
0.013196851126849651,
0.059011634439229965,
0.00873420387506485,
0.0694185271859169,
0.03885439410805702,
0.05660714581608772,
-0.0771762877702713,
-0.007872319780290127,
0.09815812855958939,
-0.020366085693240166,
-0.07880010455846786,
0.028771627694368362,
-0.02566114254295826,
0.05683054402470589,
-0.111446313560009,
0.007176468148827553,
-0.04404313862323761,
-0.00496025150641799,
-0.04704856872558594,
0.004514664877206087,
0.09485974162817001,
-0.015362221747636795,
0.01688481494784355,
0.0016442196210846305,
0.016700195148587227,
0.05851905420422554,
0.019500521942973137,
0.0554732009768486,
0.0007250800263136625
] | 0.148902 |
# Ansible 安装 将 OpenClaw 部署到生产服务器的推荐方式是通过 \*\*[openclaw-ansible](https://github.com/openclaw/openclaw-ansible)\*\* — 一个安全优先架构的自动化安装程序。 ## 快速开始 一条命令安装： ```bash curl -fsSL https://raw.githubusercontent.com/openclaw/openclaw-ansible/main/install.sh | bash ``` > \*\*📦 完整指南：[github.com/openclaw/openclaw-ansible](https://github.com/openclaw/openclaw-ansible)\*\* > > openclaw-ansible 仓库是 Ansible 部署的权威来源。本页是快速概述。 ## 你将获得 - 🔒 \*\*防火墙优先安全\*\*：UFW + Docker 隔离（仅 SSH + Tailscale 可访问） - 🔐 \*\*Tailscale VPN\*\*：安全远程访问，无需公开暴露服务 - 🐳 \*\*Docker\*\*：隔离的沙箱容器，仅绑定 localhost - 🛡️ \*\*纵深防御\*\*：4 层安全架构 - 🚀 \*\*一条命令设置\*\*：几分钟内完成部署 - 🔧 \*\*Systemd 集成\*\*：带加固的开机自启动 ## 要求 - \*\*操作系统\*\*：Debian 11+ 或 Ubuntu 20.04+ - \*\*访问权限\*\*：Root 或 sudo 权限 - \*\*网络\*\*：用于包安装的互联网连接 - \*\*Ansible\*\*：2.14+（由快速启动脚本自动安装） ## 安装内容 Ansible playbook 安装并配置： 1. \*\*Tailscale\*\*（用于安全远程访问的 mesh VPN） 2. \*\*UFW 防火墙\*\*（仅允许 SSH + Tailscale 端口） 3. \*\*Docker CE + Compose V2\*\*（用于智能体沙箱） 4. \*\*Node.js 22.x + pnpm\*\*（运行时依赖） 5. \*\*OpenClaw\*\*（基于主机，非容器化） 6. \*\*Systemd 服务\*\*（带安全加固的自动启动） 注意：Gateway 网关\*\*直接在主机上运行\*\*（不在 Docker 中），但智能体沙箱使用 Docker 进行隔离。详情参见[沙箱隔离](/gateway/sandboxing)。 ## 安装后设置 安装完成后，切换到 openclaw 用户： ```bash sudo -i -u openclaw ``` 安装后脚本将引导你完成： 1. \*\*新手引导向导\*\*：配置 OpenClaw 设置 2. \*\*提供商登录\*\*：连接 WhatsApp/Telegram/Discord/Signal 3. \*\*Gateway 网关测试\*\*：验证安装 4. \*\*Tailscale 设置\*\*：连接到你的 VPN mesh ### 常用命令 ```bash # 检查服务状态 sudo systemctl status openclaw # 查看实时日志 sudo journalctl -u openclaw -f # 重启 Gateway 网关 sudo systemctl restart openclaw # 提供商登录（以 openclaw 用户运行） sudo -i -u openclaw openclaw channels login ``` ## 安全架构 ### 4 层防御 1. \*\*防火墙（UFW）\*\*：仅公开暴露 SSH（22）+ Tailscale（41641/udp） 2. \*\*VPN（Tailscale）\*\*：Gateway 网关仅通过 VPN mesh 可访问 3. \*\*Docker 隔离\*\*：DOCKER-USER iptables 链防止外部端口暴露 4. \*\*Systemd 加固\*\*：NoNewPrivileges、PrivateTmp、非特权用户 ### 验证 测试外部攻击面： ```bash nmap -p- YOUR\_SERVER\_IP ``` 应该显示\*\*仅端口 22\*\*（SSH）开放。所有其他服务（Gateway 网关、Docker）都被锁定。 ### Docker 可用性 Docker 用于\*\*智能体沙箱\*\*（隔离的工具执行），而不是用于运行 Gateway 网关本身。Gateway 网关仅绑定到 localhost，通过 Tailscale VPN 访问。 沙箱配置参见[多智能体沙箱与工具](/multi-agent-sandbox-tools)。 ## 手动安装 如果你更喜欢手动控制而非自动化： ```bash # 1. 安装先决条件 sudo apt update && sudo apt install -y ansible git # 2. 克隆仓库 git clone https://github.com/openclaw/openclaw-ansible.git cd openclaw-ansible # 3. 安装 Ansible collections ansible-galaxy collection install -r requirements.yml # 4. 运行 playbook ./run-playbook.sh # 或直接运行（然后手动执行 /tmp/openclaw-setup.sh） # ansible-playbook playbook.yml --ask-become-pass ``` ## 更新 OpenClaw Ansible 安装程序设置 OpenClaw 为手动更新。标准更新流程参见[更新](/install/updating)。 要重新运行 Ansible playbook（例如，用于配置更改）： ```bash cd openclaw-ansible ./run-playbook.sh ``` 注意：这是幂等的，可以安全地多次运行。 ## 故障排除 ### 防火墙阻止了我的连接 如果你被锁定： - 确保你可以先通过 Tailscale VPN 访问 - SSH 访问（端口 22）始终允许 - Gateway 网关\*\*仅\*\*通过 Tailscale 访问，这是设计如此 ### 服务无法启动 ```bash # 检查日志 sudo journalctl -u openclaw -n 100 # 验证权限 sudo ls -la /opt/openclaw # 测试手动启动 sudo -i -u openclaw cd ~/openclaw pnpm start ``` ### Docker 沙箱问题 ```bash # 验证 Docker 正在运行 sudo systemctl status docker # 检查沙箱镜像 sudo docker images | grep openclaw-sandbox # 如果缺失则构建沙箱镜像 cd /opt/openclaw/openclaw sudo -u openclaw ./scripts/sandbox-setup.sh ``` ### 提供商登录失败 确保你以 `openclaw` 用户运行： ```bash sudo -i -u openclaw openclaw channels login ``` ## 高级配置 详细的安全架构和故障排除： - [安全架构](https://github.com/openclaw/openclaw-ansible/blob/main/docs/security.md) - [技术详情](https://github.com/openclaw/openclaw-ansible/blob/main/docs/architecture.md) - [故障排除指南](https://github.com/openclaw/openclaw-ansible/blob/main/docs/troubleshooting.md) ## 相关内容 - [openclaw-ansible](https://github.com/openclaw/openclaw-ansible) — 完整部署指南 - [Docker](/install/docker) — 容器化 Gateway 网关设置 - [沙箱隔离](/gateway/sandboxing) — 智能体沙箱配置 - [多智能体沙箱与工具](/multi-agent-sandbox-tools) — 每个智能体的隔离 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/ansible.md | main | opebclaw | [
-0.0033937792759388685,
0.07572782784700394,
-0.06539008021354675,
-0.01685100607573986,
0.01190972700715065,
-0.06906681507825851,
-0.012506037950515747,
-0.03623131290078163,
0.024233199656009674,
0.038857873529195786,
0.06745083630084991,
-0.06650076061487198,
0.008578116074204445,
-0.035576801747083664,
0.09769536554813385,
0.0601164735853672,
-0.06915504485368729,
-0.004719399847090244,
-0.057762511074543,
-0.0535074882209301,
-0.051240965723991394,
0.05411813408136368,
0.03413418307900429,
-0.07131538540124893,
-0.08741798996925354,
-0.02951068989932537,
-0.038643598556518555,
0.04414917156100273,
-0.015559833496809006,
-0.09481711685657501,
0.08214426040649414,
0.049432191997766495,
0.022628217935562134,
-0.00031037424923852086,
0.13354186713695526,
0.13828864693641663,
0.03596047684550285,
-0.06358981132507324,
-0.11438680440187454,
-0.003093758365139365,
0.021527493372559547,
0.018477803096175194,
-0.034724947065114975,
-0.07940759509801865,
-0.08362294733524323,
-0.019623318687081337,
-0.09823968261480331,
-0.10505084693431854,
-0.0415135994553566,
0.005514696706086397,
-0.10626241564750671,
-0.058355558663606644,
-0.05005547031760216,
-0.037840526551008224,
0.07319159060716629,
-0.00395623967051506,
0.046760253608226776,
0.045357078313827515,
-0.012467782944440842,
-0.09911669790744781,
-0.001616337220184505,
0.030200660228729248,
-0.04680894687771797,
-0.015555045567452908,
-0.06328337639570236,
-0.04591917246580124,
0.017487702891230583,
-0.01908142864704132,
-0.06126078590750694,
0.01638052612543106,
-0.019196471199393272,
-0.030094770714640617,
-0.02542022615671158,
-0.07974211126565933,
0.0008356680627912283,
-0.021290011703968048,
0.068466417491436,
-0.0067773181945085526,
-0.1048467755317688,
-0.05957808345556259,
-0.08479062467813492,
0.015920119360089302,
-0.034257858991622925,
-0.029993252828717232,
-0.02800031751394272,
0.11696062237024307,
-0.04683942720293999,
0.0030314980540424585,
0.11958707869052887,
0.011901583522558212,
-0.022633450105786324,
-0.04784215986728668,
-0.004328386392444372,
0.032288338989019394,
0.07078342139720917,
0.005799004342406988,
0.024838313460350037,
0.06066213175654411,
-0.08830222487449646,
0.04014573618769646,
0.029686028137803078,
-0.05431444197893143,
0.011742074973881245,
-0.0007262213621288538,
0.0020197995472699404,
0.031579483300447464,
-0.03461228683590889,
0.015887146815657616,
0.04018635302782059,
0.0023746956139802933,
0.022568613290786743,
-0.06708213686943054,
0.029745692387223244,
-0.1316721886396408,
-0.03941311687231064,
0.02918921411037445,
0.00036588346119970083,
-0.06026889383792877,
0.005352270323783159,
0.017866140231490135,
0.1706209033727646,
0.014579307287931442,
0.00732820201665163,
-0.01497781090438366,
-0.022547749802470207,
0.02162742055952549,
0.11235455423593521,
3.213945185864125e-33,
0.007891192100942135,
-0.04262934997677803,
-0.029582858085632324,
-0.012975930236279964,
0.11437582969665527,
-0.03652990236878395,
0.05720982328057289,
0.025665348395705223,
-0.11438998579978943,
0.08011560142040253,
-0.0733267143368721,
0.04904099553823471,
-0.10912702232599258,
0.017463335767388344,
0.03426925837993622,
-0.07240191847085953,
-0.00008976431126939133,
-0.026533477008342743,
0.054808080196380615,
0.02184535190463066,
0.10431728512048721,
-0.04458615183830261,
-0.034841038286685944,
-0.07207486778497696,
0.028400879353284836,
-0.042371463030576706,
0.08447982370853424,
-0.05183546245098114,
-0.020666467025876045,
0.027122171595692635,
0.09037920832633972,
-0.04945003241300583,
-0.038952384144067764,
-0.02584330178797245,
0.021672502160072327,
-0.05370044335722923,
-0.018625501543283463,
0.03947323188185692,
-0.04125446826219559,
-0.010365496389567852,
0.033910199999809265,
-0.0032192214857786894,
-0.030606133863329887,
0.03270475193858147,
0.08761769533157349,
-0.08996901661157608,
-0.04279724881052971,
-0.027718421071767807,
0.03783580660820007,
0.0075492276810109615,
0.03171546384692192,
-0.0021767234429717064,
0.04753725603222847,
-0.022008799016475677,
-0.007619182113558054,
-0.004521660972386599,
-0.015821406617760658,
-0.017319906502962112,
-0.02948489785194397,
-0.025098588317632675,
-0.06049438193440437,
0.04236520081758499,
0.05004287138581276,
0.020870031788945198,
0.07131147384643555,
-0.006669193506240845,
0.06465636193752289,
0.07378525286912918,
0.031731393188238144,
0.008259275928139687,
-0.08451959490776062,
0.025080068036913872,
0.05838325247168541,
0.02031245082616806,
-0.07670306414365768,
-0.025313159450888634,
0.005399325396865606,
-0.028474198654294014,
0.10002554208040237,
-0.07819484174251556,
-0.04337974637746811,
0.028264708817005157,
-0.06150902062654495,
0.047062575817108154,
-0.06668152660131454,
0.034238509833812714,
0.0091019868850708,
0.00869141798466444,
-0.04902897775173187,
0.017417974770069122,
-0.061784908175468445,
0.00268989778123796,
-0.03300447762012482,
-0.06883062422275543,
-0.017572201788425446,
-7.526112132031296e-33,
0.025596415624022484,
-0.022125614807009697,
-0.06559635698795319,
-0.005270347930490971,
0.010740992613136768,
-0.024908635765314102,
0.050121404230594635,
-0.05128033086657524,
-0.02358875796198845,
-0.0011969079496338964,
-0.09013190865516663,
0.08218005299568176,
0.017758449539542198,
-0.035008277744054794,
0.07068833708763123,
0.013539602048695087,
-0.03501007705926895,
0.0386982224881649,
0.02782154083251953,
0.03970437869429588,
-0.0340108796954155,
0.005196647718548775,
0.009623248130083084,
0.054882392287254333,
-0.0004842529015149921,
0.016681192442774773,
0.09550578892230988,
-0.017709527164697647,
0.0047120871022343636,
0.005591122433543205,
0.07120169699192047,
0.0011871923925355077,
-0.05507570877671242,
0.11804250627756119,
-0.05021297559142113,
0.011634938418865204,
0.026277240365743637,
0.03874017298221588,
-0.026254363358020782,
-0.023839294910430908,
0.0881805270910263,
-0.028206029906868935,
-0.07654011249542236,
-0.03472955897450447,
-0.06855891644954681,
0.031404048204422,
-0.03088601864874363,
-0.047854941338300705,
-0.11753804981708527,
-0.0894775241613388,
0.03933733329176903,
-0.021902306005358696,
-0.03375926986336708,
0.011522145941853523,
0.004927722737193108,
0.03233228996396065,
0.034547191113233566,
-0.0848914384841919,
-0.09172132611274719,
-0.039983008056879044,
0.023822031915187836,
-0.021653348580002785,
0.013522797264158726,
0.05668351799249649,
0.004193369764834642,
-0.0329243466258049,
-0.03886382281780243,
-0.05802639573812485,
-0.03667789697647095,
-0.09110027551651001,
-0.03315318748354912,
0.03316889703273773,
-0.04011108726263046,
-0.05424223840236664,
0.028203949332237244,
0.021669454872608185,
-0.018476806581020355,
0.01919485069811344,
-0.00030636030714958906,
0.08701560646295547,
-0.03086996078491211,
-0.022481586784124374,
0.013476226478815079,
0.03784966841340065,
-0.005565433297306299,
-0.05745024234056473,
0.0055713951587677,
0.08014923334121704,
0.014833743683993816,
-0.008118579164147377,
-0.02385326847434044,
0.06174701079726219,
0.009914352558553219,
0.016159875318408012,
-0.013938718475401402,
-4.6616900561957664e-8,
-0.05190664902329445,
-0.06570222973823547,
-0.04028065502643585,
0.01819026842713356,
-0.0912381038069725,
-0.03825546056032181,
0.0059600211679935455,
-0.020742814987897873,
-0.014068780466914177,
0.012992583215236664,
-0.011108151637017727,
0.03291022777557373,
-0.09482375532388687,
0.04894547164440155,
-0.06138747185468674,
0.10027408599853516,
0.025698699057102203,
0.031961195170879364,
0.022564250975847244,
-0.08433058857917786,
-0.0023772406857460737,
0.06996864080429077,
0.03934865817427635,
-0.029796333983540535,
-0.12132810801267624,
0.026273837313055992,
-0.07485444843769073,
-0.021617701277136803,
-0.0034480190370231867,
0.03945726901292801,
0.03357742354273796,
-0.06077598035335541,
-0.009577765129506588,
0.016312453895807266,
0.05364883691072464,
-0.016353804618120193,
0.05672542378306389,
0.0052153910510241985,
0.018197469413280487,
0.0003451778902672231,
0.013405540958046913,
0.034130748361349106,
-0.047991279512643814,
-0.00990190077573061,
-0.027917368337512016,
0.00960265938192606,
-0.011089326813817024,
-0.0358179472386837,
-0.0002564558817539364,
0.017348336055874825,
0.059200648218393326,
-0.004558829590678215,
-0.006793224718421698,
0.04679541662335396,
0.020798854529857635,
0.1120057925581932,
0.04865579307079315,
-0.05322454497218132,
0.03401073068380356,
0.04819121211767197,
0.05328066647052765,
0.02735445834696293,
0.04849597066640854,
0.07023334503173828
] | 0.055565 |
# Docker（可选） Docker 是\*\*可选的\*\*。仅当你想要容器化的 Gateway 网关或验证 Docker 流程时才使用它。 ## Docker 适合我吗？ - \*\*是\*\*：你想要一个隔离的、可丢弃的 Gateway 网关环境，或在没有本地安装的主机上运行 OpenClaw。 - \*\*否\*\*：你在自己的机器上运行，只想要最快的开发循环。请改用正常的安装流程。 - \*\*沙箱注意事项\*\*：智能体沙箱隔离也使用 Docker，但它\*\*不需要\*\*完整的 Gateway 网关在 Docker 中运行。参阅[沙箱隔离](/gateway/sandboxing)。 本指南涵盖： - 容器化 Gateway 网关（完整的 OpenClaw 在 Docker 中） - 每会话智能体沙箱（主机 Gateway 网关 + Docker 隔离的智能体工具） 沙箱隔离详情：[沙箱隔离](/gateway/sandboxing) ## 要求 - Docker Desktop（或 Docker Engine）+ Docker Compose v2 - 足够的磁盘空间用于镜像 + 日志 ## 容器化 Gateway 网关（Docker Compose） ### 快速开始（推荐） 从仓库根目录： ```bash ./docker-setup.sh ``` 此脚本： - 构建 Gateway 网关镜像 - 运行新手引导向导 - 打印可选的提供商设置提示 - 通过 Docker Compose 启动 Gateway 网关 - 生成 Gateway 网关令牌并写入 `.env` 可选环境变量： - `OPENCLAW\_DOCKER\_APT\_PACKAGES` — 在构建期间安装额外的 apt 包 - `OPENCLAW\_EXTRA\_MOUNTS` — 添加额外的主机绑定挂载 - `OPENCLAW\_HOME\_VOLUME` — 在命名卷中持久化 `/home/node` 完成后： - 在浏览器中打开 `http://127.0.0.1:18789/`。 - 将令牌粘贴到控制 UI（设置 → token）。 - 需要再次获取带令牌的 URL？运行 `docker compose run --rm openclaw-cli dashboard --no-open`。 它在主机上写入配置/工作区： - `~/.openclaw/` - `~/.openclaw/workspace` 在 VPS 上运行？参阅 [Hetzner（Docker VPS）](/platforms/hetzner)。 ### 手动流程（compose） ```bash docker build -t openclaw:local -f Dockerfile . docker compose run --rm openclaw-cli onboard docker compose up -d openclaw-gateway ``` 注意：从仓库根目录运行 `docker compose ...`。如果你启用了 `OPENCLAW\_EXTRA\_MOUNTS` 或 `OPENCLAW\_HOME\_VOLUME`，设置脚本会写入 `docker-compose.extra.yml`；在其他地方运行 Compose 时包含它： ```bash docker compose -f docker-compose.yml -f docker-compose.extra.yml ``` ### 控制 UI 令牌 + 配对（Docker） 如果你看到"unauthorized"或"disconnected (1008): pairing required"，获取新的仪表板链接并批准浏览器设备： ```bash docker compose run --rm openclaw-cli dashboard --no-open docker compose run --rm openclaw-cli devices list docker compose run --rm openclaw-cli devices approve ``` 更多详情：[仪表板](/web/dashboard)，[设备](/cli/devices)。 ### 额外挂载（可选） 如果你想将额外的主机目录挂载到容器中，在运行 `docker-setup.sh` 之前设置 `OPENCLAW\_EXTRA\_MOUNTS`。这接受逗号分隔的 Docker 绑定挂载列表，并通过生成 `docker-compose.extra.yml` 将它们应用到 `openclaw-gateway` 和 `openclaw-cli`。 示例： ```bash export OPENCLAW\_EXTRA\_MOUNTS="$HOME/.codex:/home/node/.codex:ro,$HOME/github:/home/node/github:rw" ./docker-setup.sh ``` 注意： - 路径必须在 macOS/Windows 上与 Docker Desktop 共享。 - 如果你编辑 `OPENCLAW\_EXTRA\_MOUNTS`，重新运行 `docker-setup.sh` 以重新生成额外的 compose 文件。 - `docker-compose.extra.yml` 是生成的。不要手动编辑它。 ### 持久化整个容器 home（可选） 如果你想让 `/home/node` 在容器重建后持久化，通过 `OPENCLAW\_HOME\_VOLUME` 设置一个命名卷。这会创建一个 Docker 卷并将其挂载到 `/home/node`，同时保持标准的配置/工作区绑定挂载。这里使用命名卷（不是绑定路径）；对于绑定挂载，使用 `OPENCLAW\_EXTRA\_MOUNTS`。 示例： ```bash export OPENCLAW\_HOME\_VOLUME="openclaw\_home" ./docker-setup.sh ``` 你可以将其与额外挂载结合使用： ```bash export OPENCLAW\_HOME\_VOLUME="openclaw\_home" export OPENCLAW\_EXTRA\_MOUNTS="$HOME/.codex:/home/node/.codex:ro,$HOME/github:/home/node/github:rw" ./docker-setup.sh ``` 注意： - 如果你更改 `OPENCLAW\_HOME\_VOLUME`，重新运行 `docker-setup.sh` 以重新生成额外的 compose 文件。 - 命名卷会持久化直到使用 `docker volume rm ` 删除。 ### 安装额外的 apt 包（可选） 如果你需要镜像内的系统包（例如构建工具或媒体库），在运行 `docker-setup.sh` 之前设置 `OPENCLAW\_DOCKER\_APT\_PACKAGES`。这会在镜像构建期间安装包，因此即使容器被删除它们也会持久化。 示例： ```bash export OPENCLAW\_DOCKER\_APT\_PACKAGES="ffmpeg build-essential" ./docker-setup.sh ``` 注意： - 这接受空格分隔的 apt 包名称列表。 - 如果你更改 `OPENCLAW\_DOCKER\_APT\_PACKAGES`，重新运行 `docker-setup.sh` 以重建镜像。 ### 高级用户/功能完整的容器（选择加入） 默认的 Docker 镜像是\*\*安全优先\*\*的，以非 root 的 `node` 用户运行。这保持了较小的攻击面，但这意味着： - 运行时无法安装系统包 - 默认没有 Homebrew - 没有捆绑的 Chromium/Playwright 浏览器 如果你想要功能更完整的容器，使用这些选择加入选项： 1. \*\*持久化 `/home/node`\*\* 以便浏览器下载和工具缓存能够保留： ```bash export OPENCLAW\_HOME\_VOLUME="openclaw\_home" ./docker-setup.sh ``` 2. \*\*将系统依赖烘焙到镜像中\*\*（可重复 + 持久化）： ```bash export OPENCLAW\_DOCKER\_APT\_PACKAGES="git curl jq" ./docker-setup.sh ``` 3. \*\*不使用 `npx` 安装 Playwright 浏览器\*\*（避免 npm 覆盖冲突）： ```bash docker compose run --rm openclaw-cli \ node /app/node\_modules/playwright-core/cli.js install chromium ``` 如果你需要 Playwright 安装系统依赖，使用 `OPENCLAW\_DOCKER\_APT\_PACKAGES` 重建镜像，而不是在运行时使用 `--with-deps`。 4. \*\*持久化 Playwright 浏览器下载\*\*： - 在 `docker-compose.yml` 中设置 `PLAYWRIGHT\_BROWSERS\_PATH=/home/node/.cache/ms-playwright`。 - 确保 `/home/node` 通过 `OPENCLAW\_HOME\_VOLUME` 持久化，或通过 `OPENCLAW\_EXTRA\_MOUNTS` 挂载 `/home/node/.cache/ms-playwright`。 ### 权限 + EACCES 镜像以 `node`（uid 1000）运行。如果你在 `/home/node/.openclaw` 上看到权限错误，确保你的主机绑定挂载由 uid 1000 拥有。 示例（Linux 主机）： ```bash sudo chown -R 1000:1000 /path/to/openclaw-config /path/to/openclaw-workspace ``` 如果你选择以 root 运行以方便使用，你接受了安全权衡。 ### 更快的重建（推荐） 要加速重建，排序你的 Dockerfile 以便依赖层被缓存。这避免了除非锁文件更改否则重新运行 `pnpm install`： ```dockerfile FROM node:22-bookworm # 安装 Bun（构建脚本需要） RUN curl -fsSL https://bun.sh/install | bash ENV PATH="/root/.bun/bin:${PATH}" RUN corepack enable WORKDIR /app # 缓存依赖，除非包元数据更改 COPY package.json pnpm-lock.yaml pnpm-workspace.yaml .npmrc ./ COPY ui/package.json ./ui/package.json COPY scripts ./scripts RUN pnpm install --frozen-lockfile COPY . . RUN pnpm build RUN pnpm ui:install RUN pnpm ui:build ENV NODE\_ENV=production CMD ["node","dist/index.js"] ``` ### 渠道设置（可选） 使用 CLI 容器配置渠道，然后在需要时重启 Gateway 网关。 WhatsApp（QR）： ```bash docker compose run --rm openclaw-cli channels login ``` Telegram（bot token）： ```bash docker compose run --rm openclaw-cli channels add --channel telegram --token "" ``` Discord（bot token）： ```bash docker compose run --rm openclaw-cli channels add --channel discord --token "" ``` 文档：[WhatsApp](/channels/whatsapp)，[Telegram](/channels/telegram)，[Discord](/channels/discord) ### OpenAI Codex OAuth（无头 Docker） 如果你在向导中选择 OpenAI Codex OAuth，它会打开浏览器 URL 并尝试在 `http://127.0.0.1:1455/auth/callback` 捕获回调。在 Docker 或无头设置中，该回调可能显示浏览器错误。复制你到达的完整重定向 URL 并将其粘贴回向导以完成认证。 ### 健康检查 ```bash docker compose exec openclaw-gateway node dist/index.js health --token "$OPENCLAW\_GATEWAY\_TOKEN" ``` ### E2E 冒烟测试（Docker） ```bash scripts/e2e/onboard-docker.sh ``` ### QR 导入冒烟测试（Docker） ```bash pnpm test:docker:qr ``` ### 注意 - Gateway 网关绑定默认为 `lan` 用于容器使用。 - Dockerfile CMD 使用 `--allow-unconfigured`；挂载的配置如果 `gateway.mode` 不是 `local` 仍会启动。覆盖 CMD 以强制执行检查。 - Gateway 网关容器是会话的真实来源（`~/.openclaw/agents//sessions/`）。 ## 智能体沙箱（主机 Gateway 网关 + Docker 工具） 深入了解：[沙箱隔离](/gateway/sandboxing) ### | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/docker.md | main | opebclaw | [
-0.012173094786703587,
0.09466826170682907,
0.01557908859103918,
-0.06195298209786415,
0.015717385336756706,
-0.08353888243436813,
0.045391373336315155,
-0.042802780866622925,
0.03139617294073105,
-0.0375622920691967,
0.1303630769252777,
-0.068698950111866,
0.0063295853324234486,
-0.03162234649062157,
-0.033141374588012695,
0.01591031812131405,
-0.06854237616062164,
0.0781795084476471,
-0.0500166192650795,
0.053270451724529266,
-0.08243194967508316,
-0.057820387184619904,
-0.001211076625622809,
-0.018227729946374893,
-0.07397666573524475,
0.03092866949737072,
0.0006739937816746533,
0.03874070942401886,
-0.015693875029683113,
-0.051203347742557526,
-0.038015592843294144,
0.08087269216775894,
-0.0068945628590881824,
0.04484935477375984,
0.13217446208000183,
0.07135836035013199,
0.041794054210186005,
-0.019954459741711617,
0.012200533412396908,
-0.010250224731862545,
-0.027318451553583145,
-0.0733676478266716,
0.050843317061662674,
-0.02801874279975891,
0.031425539404153824,
0.03550919145345688,
-0.04995071142911911,
-0.07029538601636887,
-0.029194215312600136,
-0.027008524164557457,
-0.07294116169214249,
0.024880515411496162,
-0.039186496287584305,
-0.0030606305226683617,
0.03110276721417904,
0.04033761844038963,
0.047642823308706284,
0.03228003531694412,
0.01363193616271019,
-0.02691456489264965,
-0.043792981654405594,
0.06535743176937103,
-0.013039103709161282,
-0.01174020767211914,
-0.03421202674508095,
-0.05916973203420639,
-0.010826504789292812,
0.0075225671753287315,
-0.0190237145870924,
0.05445890128612518,
-0.020188717171549797,
-0.011946365237236023,
0.017043979838490486,
-0.01610667258501053,
-0.029472695663571358,
-0.03364964574575424,
-0.0070245531387627125,
-0.006822170689702034,
-0.07988542318344116,
-0.09276702255010605,
-0.015789959579706192,
0.03325679153203964,
0.09340252727270126,
-0.07721663266420364,
-0.08312329649925232,
0.06537045538425446,
-0.03612944111227989,
-0.01927349343895912,
0.1460014134645462,
-0.06358049064874649,
0.05601072311401367,
0.014173909090459347,
-0.00873221829533577,
0.0033368119038641453,
0.07314389944076538,
-0.059326283633708954,
-0.021905312314629555,
-0.004050955642014742,
-0.04927082359790802,
0.0015048664063215256,
0.04543215036392212,
0.0026765246875584126,
-0.013594274409115314,
-0.04293475300073624,
-0.029300060123205185,
-0.02938837744295597,
-0.03154310956597328,
-0.014250807464122772,
0.03019167296588421,
0.037810005247592926,
-0.01239708624780178,
-0.10148490965366364,
-0.0033117516431957483,
-0.10429642349481583,
-0.03285352513194084,
0.030634595081210136,
-0.01700502634048462,
-0.12444091588258743,
-0.021415824070572853,
-0.011766493320465088,
0.029237650334835052,
-0.010185712948441505,
-0.02142719179391861,
-0.060207292437553406,
-0.07754386216402054,
-0.02693374827504158,
0.09148713946342468,
-2.2787163702201437e-33,
-0.048957448452711105,
-0.014627477154135704,
0.01313916128128767,
-0.05290552228689194,
0.15068094432353973,
-0.09508931636810303,
0.004529664758592844,
-0.028735976666212082,
-0.08649850636720657,
0.05911889672279358,
-0.053759995847940445,
-0.06905679404735565,
-0.0922289714217186,
0.021242162212729454,
0.015101087279617786,
-0.059720005840063095,
-0.022173667326569557,
-0.08253517001867294,
-0.013345187529921532,
-0.04295339062809944,
0.057251352816820145,
0.003710226621478796,
-0.02880721539258957,
-0.07516761869192123,
0.00628020940348506,
-0.01797536015510559,
0.04129629582166672,
-0.029304955154657364,
0.0036165527999401093,
0.018568258732557297,
0.03010283038020134,
-0.01785634644329548,
-0.016513150185346603,
-0.005400479771196842,
-0.06348378211259842,
-0.003892849199473858,
0.050659991800785065,
0.004867342300713062,
-0.04884510114789009,
0.040699660778045654,
-0.08197896182537079,
-0.05532437562942505,
0.0385093167424202,
0.07053962349891663,
0.032680001109838486,
-0.040311045944690704,
-0.06100483611226082,
-0.01945504918694496,
0.07119380682706833,
-0.06721490621566772,
-0.0448293574154377,
-0.020914705470204353,
-0.07621677219867706,
0.03916190192103386,
-0.011782379820942879,
-0.05129110813140869,
-0.12600012123584747,
0.007611344568431377,
-0.02023075707256794,
0.012340009212493896,
-0.011821143329143524,
-0.01047886349260807,
0.003402841743081808,
-0.012098529376089573,
0.09330905973911285,
0.014826237224042416,
-0.01562315970659256,
0.07938695698976517,
0.03368113189935684,
-0.04937013238668442,
-0.07720883190631866,
-0.02241121232509613,
0.07111139595508575,
0.04634985327720642,
-0.02177836373448372,
0.010388101451098919,
-0.07664898782968521,
0.007730410434305668,
0.07971858978271484,
-0.05739930644631386,
-0.09632325172424316,
0.017811564728617668,
-0.012945822440087795,
0.06508606672286987,
-0.051193974912166595,
0.0036424368154257536,
0.07038328796625137,
0.032328102737665176,
-0.025901006534695625,
0.06813023239374161,
-0.1002870723605156,
0.05100656673312187,
-0.010521521791815758,
-0.029834020882844925,
-0.06420861184597015,
-3.61012755705153e-33,
-0.05683759227395058,
0.07937335222959518,
-0.10301806777715683,
0.0016567555721849203,
-0.054825399070978165,
-0.042046919465065,
0.07471707463264465,
-0.004678371828049421,
0.02953144907951355,
0.016324054449796677,
-0.06077802553772926,
0.027951017022132874,
0.01423512864857912,
-0.01443476788699627,
-0.00008811755833448842,
0.014683819375932217,
-0.00793218519538641,
0.08576034754514694,
-0.05420411378145218,
0.0868014320731163,
-0.01035640761256218,
-0.017906125634908676,
-0.11446166783571243,
-0.009437785483896732,
-0.024727709591388702,
0.059264376759529114,
0.11866143345832825,
-0.043060414493083954,
0.05777363479137421,
0.08585415035486221,
0.02088339254260063,
0.003777723992243409,
-0.02258460782468319,
0.11462242901325226,
0.007393148262053728,
-0.03793317824602127,
0.01768978126347065,
-0.033573396503925323,
-0.09685277193784714,
-0.03290176019072533,
0.023021304979920387,
-0.019117452204227448,
0.03352844715118408,
-0.012391641736030579,
0.0011030277237296104,
0.03747333213686943,
-0.062120214104652405,
-0.03263821825385094,
-0.06729638576507568,
-0.044768355786800385,
0.05540841445326805,
-0.038921061903238297,
0.03514035418629646,
-0.012591279111802578,
0.0558391697704792,
0.017366105690598488,
-0.012730193324387074,
-0.09681949764490128,
-0.05534178018569946,
-0.05884658545255661,
0.07263809442520142,
0.07909101992845535,
-0.0338120236992836,
0.011363091878592968,
0.07027190178632736,
-0.0074418699368834496,
0.014240304939448833,
-0.03139442205429077,
0.03050810843706131,
-0.10155355930328369,
0.031211499124765396,
0.008672824129462242,
0.00013376848073676229,
-0.017118269577622414,
0.024198364466428757,
0.012497956864535809,
-0.01702541671693325,
0.11485886573791504,
0.016911188140511513,
0.03299317881464958,
-0.03753182291984558,
-0.04984956607222557,
-0.0011733624851331115,
0.017342492938041687,
-0.0167214497923851,
-0.04572909697890282,
0.03894994035363197,
0.04934990033507347,
0.05528324469923973,
-0.045957982540130615,
0.04844224452972412,
0.030478453263640404,
-0.03328556567430496,
0.053458113223314285,
0.018018005415797234,
-3.5595299152646476e-8,
0.015313234180212021,
-0.07319371402263641,
-0.0387243777513504,
-0.045094218105077744,
-0.040055520832538605,
-0.06363612413406372,
0.03394656255841255,
-0.00908838864415884,
-0.026597289368510246,
-0.02983582392334938,
-0.007923200726509094,
0.038465552031993866,
-0.1206875666975975,
0.033802639693021774,
-0.04789385944604874,
0.06108931824564934,
-0.043464295566082,
0.020375918596982956,
0.009894117712974548,
-0.12381670624017715,
-0.061518099159002304,
0.017676783725619316,
0.03423486277461052,
-0.06548553705215454,
-0.08178049325942993,
0.08437339216470718,
-0.07288731634616852,
-0.019261589273810387,
-0.0204878281801939,
-0.03921562060713768,
0.028211023658514023,
-0.01696622185409069,
-0.01583012007176876,
0.023210639134049416,
0.05682606250047684,
0.06940553337335587,
0.03699859231710434,
-0.03236829489469528,
0.03615068644285202,
0.0001143701738328673,
0.005641504190862179,
-0.11395248025655746,
0.02942080982029438,
0.0011049481108784676,
0.09416667371988297,
-0.01153771672397852,
0.06350960582494736,
0.034343305975198746,
0.03362533822655678,
0.012976710684597492,
0.03974711149930954,
0.02770276367664337,
0.09895395487546921,
-0.028679633513092995,
0.03976280242204666,
0.053147342056035995,
-0.0011920531978830695,
-0.004159949719905853,
0.0689585879445076,
0.060513585805892944,
0.03433141112327576,
0.09497642517089844,
-0.010071312077343464,
0.055241625756025314
] | 0.033468 |
openclaw-gateway node dist/index.js health --token "$OPENCLAW\_GATEWAY\_TOKEN" ``` ### E2E 冒烟测试（Docker） ```bash scripts/e2e/onboard-docker.sh ``` ### QR 导入冒烟测试（Docker） ```bash pnpm test:docker:qr ``` ### 注意 - Gateway 网关绑定默认为 `lan` 用于容器使用。 - Dockerfile CMD 使用 `--allow-unconfigured`；挂载的配置如果 `gateway.mode` 不是 `local` 仍会启动。覆盖 CMD 以强制执行检查。 - Gateway 网关容器是会话的真实来源（`~/.openclaw/agents//sessions/`）。 ## 智能体沙箱（主机 Gateway 网关 + Docker 工具） 深入了解：[沙箱隔离](/gateway/sandboxing) ### 它做什么 当启用 `agents.defaults.sandbox` 时，\*\*非主会话\*\*在 Docker 容器内运行工具。Gateway 网关保持在你的主机上，但工具执行是隔离的： - scope：默认为 `"agent"`（每个智能体一个容器 + 工作区） - scope：`"session"` 用于每会话隔离 - 每作用域工作区文件夹挂载在 `/workspace` - 可选的智能体工作区访问（`agents.defaults.sandbox.workspaceAccess`） - 允许/拒绝工具策略（拒绝优先） - 入站媒体被复制到活动沙箱工作区（`media/inbound/\*`），以便工具可以读取它（使用 `workspaceAccess: "rw"` 时，这会落在智能体工作区中） 警告：`scope: "shared"` 禁用跨会话隔离。所有会话共享一个容器和一个工作区。 ### 每智能体沙箱配置文件（多智能体） 如果你使用多智能体路由，每个智能体可以覆盖沙箱 + 工具设置：`agents.list[].sandbox` 和 `agents.list[].tools`（加上 `agents.list[].tools.sandbox.tools`）。这让你可以在一个 Gateway 网关中运行混合访问级别： - 完全访问（个人智能体） - 只读工具 + 只读工作区（家庭/工作智能体） - 无文件系统/shell 工具（公共智能体） 参阅[多智能体沙箱与工具](/multi-agent-sandbox-tools)了解示例、优先级和故障排除。 ### 默认行为 - 镜像：`openclaw-sandbox:bookworm-slim` - 每个智能体一个容器 - 智能体工作区访问：`workspaceAccess: "none"`（默认）使用 `~/.openclaw/sandboxes` - `"ro"` 保持沙箱工作区在 `/workspace` 并将智能体工作区只读挂载在 `/agent`（禁用 `write`/`edit`/`apply\_patch`） - `"rw"` 将智能体工作区读写挂载在 `/workspace` - 自动清理：空闲 > 24h 或 年龄 > 7d - 网络：默认为 `none`（如果需要出站则明确选择加入） - 默认允许：`exec`、`process`、`read`、`write`、`edit`、`sessions\_list`、`sessions\_history`、`sessions\_send`、`sessions\_spawn`、`session\_status` - 默认拒绝：`browser`、`canvas`、`nodes`、`cron`、`discord`、`gateway` ### 启用沙箱隔离 如果你计划在 `setupCommand` 中安装包，请注意： - 默认 `docker.network` 是 `"none"`（无出站）。 - `readOnlyRoot: true` 阻止包安装。 - `user` 必须是 root 才能运行 `apt-get`（省略 `user` 或设置 `user: "0:0"`）。 当 `setupCommand`（或 docker 配置）更改时，OpenClaw 会自动重建容器，除非容器是\*\*最近使用的\*\*（在约 5 分钟内）。热容器会记录警告，包含确切的 `openclaw sandbox recreate ...` 命令。 ```json5 { agents: { defaults: { sandbox: { mode: "non-main", // off | non-main | all scope: "agent", // session | agent | shared（默认为 agent） workspaceAccess: "none", // none | ro | rw workspaceRoot: "~/.openclaw/sandboxes", docker: { image: "openclaw-sandbox:bookworm-slim", workdir: "/workspace", readOnlyRoot: true, tmpfs: ["/tmp", "/var/tmp", "/run"], network: "none", user: "1000:1000", capDrop: ["ALL"], env: { LANG: "C.UTF-8" }, setupCommand: "apt-get update && apt-get install -y git curl jq", pidsLimit: 256, memory: "1g", memorySwap: "2g", cpus: 1, ulimits: { nofile: { soft: 1024, hard: 2048 }, nproc: 256, }, seccompProfile: "/path/to/seccomp.json", apparmorProfile: "openclaw-sandbox", dns: ["1.1.1.1", "8.8.8.8"], extraHosts: ["internal.service:10.0.0.5"], }, prune: { idleHours: 24, // 0 禁用空闲清理 maxAgeDays: 7, // 0 禁用最大年龄清理 }, }, }, }, tools: { sandbox: { tools: { allow: [ "exec", "process", "read", "write", "edit", "sessions\_list", "sessions\_history", "sessions\_send", "sessions\_spawn", "session\_status", ], deny: ["browser", "canvas", "nodes", "cron", "discord", "gateway"], }, }, }, } ``` 加固选项位于 `agents.defaults.sandbox.docker` 下：`network`、`user`、`pidsLimit`、`memory`、`memorySwap`、`cpus`、`ulimits`、`seccompProfile`、`apparmorProfile`、`dns`、`extraHosts`。 多智能体：通过 `agents.list[].sandbox.{docker,browser,prune}.\*` 按智能体覆盖 `agents.defaults.sandbox.{docker,browser,prune}.\*`（当 `agents.defaults.sandbox.scope` / `agents.list[].sandbox.scope` 是 `"shared"` 时忽略）。 ### 构建默认沙箱镜像 ```bash scripts/sandbox-setup.sh ``` 这使用 `Dockerfile.sandbox` 构建 `openclaw-sandbox:bookworm-slim`。 ### 沙箱通用镜像（可选） 如果你想要一个带有常见构建工具（Node、Go、Rust 等）的沙箱镜像，构建通用镜像： ```bash scripts/sandbox-common-setup.sh ``` 这构建 `openclaw-sandbox-common:bookworm-slim`。要使用它： ```json5 { agents: { defaults: { sandbox: { docker: { image: "openclaw-sandbox-common:bookworm-slim" } }, }, }, } ``` ### 沙箱浏览器镜像 要在沙箱内运行浏览器工具，构建浏览器镜像： ```bash scripts/sandbox-browser-setup.sh ``` 这使用 `Dockerfile.sandbox-browser` 构建 `openclaw-sandbox-browser:bookworm-slim`。容器运行启用 CDP 的 Chromium 和可选的 noVNC 观察器（通过 Xvfb 有头）。 注意： - 有头（Xvfb）比无头减少机器人阻止。 - 通过设置 `agents.defaults.sandbox.browser.headless=true` 仍然可以使用无头模式。 - 不需要完整的桌面环境（GNOME）；Xvfb 提供显示。 使用配置： ```json5 { agents: { defaults: { sandbox: { browser: { enabled: true }, }, }, }, } ``` 自定义浏览器镜像： ```json5 { agents: { defaults: { sandbox: { browser: { image: "my-openclaw-browser" } }, }, }, } ``` 启用后，智能体接收： - 沙箱浏览器控制 URL（用于 `browser` 工具） - noVNC URL（如果启用且 headless=false） 记住：如果你使用工具允许列表，添加 `browser`（并从拒绝中移除它）否则工具仍然被阻止。 清理规则（`agents.defaults.sandbox.prune`）也适用于浏览器容器。 ### 自定义沙箱镜像 构建你自己的镜像并将配置指向它： ```bash docker build -t my-openclaw-sbx -f Dockerfile.sandbox . ``` ```json5 { agents: { defaults: { sandbox: { docker: { image: "my-openclaw-sbx" } }, }, }, } ``` ### 工具策略（允许/拒绝） - `deny` 优先于 `allow`。 - 如果 `allow` 为空：所有工具（除了 deny）都可用。 - 如果 `allow` 非空：只有 `allow` 中的工具可用（减去 deny）。 ### 清理策略 两个选项： - `prune.idleHours`：移除 X 小时未使用的容器（0 = 禁用） - `prune.maxAgeDays`：移除超过 X 天的容器（0 = 禁用） 示例： - 保留繁忙会话但限制生命周期： `idleHours: 24`、`maxAgeDays: 7` - 永不清理： `idleHours: 0`、`maxAgeDays: 0` ### 安全注意事项 - 硬隔离仅适用于\*\*工具\*\*（exec/read/write/edit/apply\_patch）。 - 仅主机工具如 browser/camera/canvas 默认被阻止。 - 在沙箱中允许 `browser` \*\*会破坏隔离\*\*（浏览器在主机上运行）。 ## 故障排除 - 镜像缺失：使用 [`scripts/sandbox-setup.sh`](https://github.com/openclaw/openclaw/blob/main/scripts/sandbox-setup.sh) 构建或设置 `agents.defaults.sandbox.docker.image`。 - 容器未运行：它会按需为每个会话自动创建。 - 沙箱中的权限错误：将 `docker.user` 设置为与你挂载的工作区所有权匹配的 UID:GID（或 chown 工作区文件夹）。 - 找不到自定义工具：OpenClaw 使用 `sh -lc`（登录 shell）运行命令，这会 source `/etc/profile` 并可能重置 PATH。设置 `docker.env.PATH` 以在前面添加你的自定义工具路径（例如 `/custom/bin:/usr/local/share/npm-global/bin`），或在你的 Dockerfile 中在 `/etc/profile.d/` 下添加脚本。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/docker.md | main | opebclaw | [
0.0201853197067976,
0.07305110991001129,
-0.06568078696727753,
-0.03961269557476044,
0.04915611073374748,
-0.10394991189241409,
0.022318758070468903,
0.015460842289030552,
0.022988421842455864,
0.02246737666428089,
0.037605151534080505,
-0.041051220148801804,
0.011580932885408401,
0.00153238489292562,
0.04915887862443924,
0.0489385686814785,
-0.038914140313863754,
0.026490580290555954,
0.044737476855516434,
0.028363076969981194,
-0.11225195229053497,
0.04169674590229988,
0.02096298336982727,
-0.012863901443779469,
-0.09561184793710709,
0.008423980325460434,
-0.009944936260581017,
0.020124677568674088,
-0.03725072741508484,
-0.03172922506928444,
0.08050558716058731,
0.06683506071567535,
-0.06696837395429611,
0.0017440901137888432,
0.09356366097927094,
0.13255606591701508,
0.03405756503343582,
-0.08713725209236145,
-0.057685770094394684,
-0.09218168258666992,
0.10106903314590454,
-0.0226941779255867,
-0.01362569723278284,
-0.06601110845804214,
0.049005381762981415,
-0.02252417430281639,
-0.06509362906217575,
-0.12013126164674759,
-0.05298250913619995,
0.015865156427025795,
-0.05751189589500427,
-0.04859432950615883,
0.004311228170990944,
-0.045621782541275024,
-0.00736685935407877,
0.020528685301542282,
-0.015011214651167393,
0.07606435567140579,
0.035229675471782684,
-0.0225805826485157,
0.004403021186590195,
-0.01287384144961834,
0.04674292355775833,
-0.007707737851887941,
-0.07795055955648422,
-0.019935231655836105,
-0.04526882246136665,
-0.024262018501758575,
0.00752330431714654,
0.05125587433576584,
-0.016209376975893974,
-0.015485908836126328,
-0.048149969428777695,
-0.10525356978178024,
-0.05605354905128479,
0.010417341254651546,
0.0041036829352378845,
0.008706971071660519,
-0.10245661437511444,
-0.04961009696125984,
-0.012908721342682838,
-0.019542744383215904,
-0.02003267966210842,
-0.0303040724247694,
-0.057747602462768555,
0.1195121556520462,
-0.04448486119508743,
-0.013584377244114876,
0.10842576622962952,
-0.02438518963754177,
0.012376746162772179,
-0.06748231500387192,
-0.023482544347643852,
-0.002549591241404414,
0.10216335207223892,
-0.062000300735235214,
-0.010501406155526638,
0.006854469887912273,
-0.05437565967440605,
0.0412563718855381,
-0.009173240512609482,
0.018346674740314484,
-0.004047179128974676,
0.05771150812506676,
0.02577231451869011,
0.00404027896001935,
0.010546732693910599,
0.011794915422797203,
0.01810559071600437,
0.01737845689058304,
0.006869488395750523,
-0.026811180636286736,
0.003206225810572505,
-0.020048391073942184,
-0.03827447071671486,
0.05938823148608208,
0.01777546852827072,
-0.049686845391988754,
0.03341519832611084,
0.11105173826217651,
0.0865262895822525,
-0.03185340389609337,
0.009475653059780598,
-0.022479349747300148,
-0.027796421200037003,
0.0030498832929879427,
0.061884112656116486,
-1.2405053414010026e-33,
-0.04598906263709068,
-0.12189517915248871,
0.0018059485591948032,
0.010065941140055656,
0.25974854826927185,
-0.013472228311002254,
0.0360335037112236,
-0.04752008616924286,
-0.07376951724290848,
0.02836630865931511,
-0.07622639089822769,
-0.018188463523983955,
-0.03590211644768715,
0.014238658361136913,
-0.011455981992185116,
-0.08407913148403168,
-0.08951416611671448,
-0.028916629031300545,
0.048491787165403366,
-0.04979933425784111,
0.04807724431157112,
-0.09333067387342453,
-0.045989248901605606,
0.0009112945990636945,
0.009346033446490765,
-0.013046926818788052,
-0.01601438596844673,
-0.036899060010910034,
0.0787738636136055,
0.009079501032829285,
0.08945974707603455,
0.0006929670344106853,
-0.019152309745550156,
0.007961012423038483,
-0.025225969031453133,
-0.03433714434504509,
-0.0030939325224608183,
0.02937151864171028,
-0.10461056977510452,
0.015120581723749638,
-0.04113953933119774,
-0.061294227838516235,
0.01738632656633854,
0.02025889791548252,
0.008317284286022186,
-0.10797661542892456,
-0.07570916414260864,
0.014718304388225079,
0.05481500178575516,
0.005986628122627735,
-0.07498691231012344,
-0.013190198689699173,
-0.03481264412403107,
-0.04690621420741081,
0.006239593029022217,
-0.10886409133672714,
-0.13794738054275513,
0.01261044293642044,
-0.0648895800113678,
-0.04358739033341408,
-0.035685308277606964,
0.05977074056863785,
0.027312634512782097,
0.0011143259471282363,
0.048180896788835526,
0.02473778836429119,
0.0023821797221899033,
0.06361661106348038,
-0.008777844719588757,
0.008196510374546051,
-0.030663732439279556,
-0.008431530557572842,
0.052123840898275375,
0.10074224323034286,
-0.0519634485244751,
-0.028700705617666245,
-0.02987085096538067,
0.022092165425419807,
0.023702438920736313,
-0.015758290886878967,
-0.0140626085922122,
0.03221800550818443,
-0.062420956790447235,
0.0925101637840271,
0.051249127835035324,
-0.032069575041532516,
0.008822659030556679,
0.004732869099825621,
0.02099509909749031,
0.0646255761384964,
-0.01094528567045927,
0.05849425867199898,
-0.012890960089862347,
-0.030758777633309364,
-0.06963925063610077,
-4.760080987024342e-33,
-0.011413701809942722,
0.04088714346289635,
-0.030370861291885376,
0.03491809591650963,
-0.02718382701277733,
-0.03744621202349663,
0.10547806322574615,
-0.07358919829130173,
0.043365295976400375,
0.027185507118701935,
-0.07927116751670837,
0.1029345840215683,
0.04213336110115051,
0.007524737156927586,
0.012955080717802048,
0.01622980833053589,
-0.07159265130758286,
-0.01755177415907383,
0.01361845899373293,
0.04423336312174797,
-0.00915928278118372,
0.05824989080429077,
-0.03707980737090111,
0.06300685554742813,
-0.0035567507147789,
0.033791616559028625,
0.061872269958257675,
0.0019312318181619048,
-0.07315878570079803,
-0.027407057583332062,
-0.048920512199401855,
0.05399381369352341,
-0.03618859127163887,
0.12056661397218704,
0.003470813622698188,
-0.00031317389220930636,
-0.011755494400858879,
0.06849990785121918,
-0.05758566036820412,
-0.049115534871816635,
0.056944966316223145,
-0.06429508328437805,
-0.07389861345291138,
0.0007174859056249261,
-0.03216460719704628,
-0.03202633187174797,
0.023656170815229416,
-0.037929780781269073,
-0.07497736811637878,
-0.0613398402929306,
-0.021017927676439285,
0.018980657681822777,
0.018809396773576736,
0.032800301909446716,
0.01921575516462326,
0.012823170982301235,
0.017722707241773605,
-0.05382712557911873,
-0.05961296707391739,
-0.066559799015522,
0.12215549498796463,
-0.0884937047958374,
-0.02111843228340149,
0.05305533483624458,
0.004066697787493467,
-0.09832048416137695,
-0.04433732107281685,
0.03212055563926697,
-0.0009805300505831838,
-0.06022793799638748,
0.008591510355472565,
-0.020609932020306587,
0.06631314754486084,
0.0336558036506176,
-0.0002702333440538496,
-0.012681188061833382,
-0.008222319185733795,
-0.031146449968218803,
0.03366200253367424,
0.011881164275109768,
-0.014583323150873184,
-0.015773169696331024,
0.017559438943862915,
-0.020344404503703117,
-0.019095880910754204,
-0.04241226240992546,
0.012302584014832973,
0.10098713636398315,
0.02865927666425705,
0.009513447992503643,
0.01941942237317562,
-0.016826936975121498,
-0.01783737540245056,
0.05050159990787506,
-0.007905392907559872,
-5.2126996052948016e-8,
0.002836660947650671,
-0.11168987303972244,
-0.08997577428817749,
-0.028098508715629578,
-0.011914473958313465,
-0.04737938195466995,
0.022835295647382736,
0.012887347489595413,
-0.05966673791408539,
-0.033334504812955856,
-0.020751114934682846,
0.021568162366747856,
-0.09588158875703812,
0.06501661986112595,
-0.0562145933508873,
0.0694558322429657,
-0.026023471727967262,
0.07449354231357574,
0.0051124924793839455,
-0.0969235822558403,
-0.07935981452465057,
0.0159839428961277,
0.032987646758556366,
-0.025257419794797897,
-0.07123337686061859,
0.03840417042374611,
-0.012448358349502087,
-0.036759551614522934,
-0.050922881811857224,
-0.01845480687916279,
-0.031348709017038345,
-0.03154963627457619,
-0.016819482669234276,
0.01715344935655594,
-0.0541575625538826,
0.033245742321014404,
0.033437274396419525,
-0.0064619481563568115,
-0.012585677206516266,
-0.04610588029026985,
-0.05928520858287811,
-0.06265543401241302,
-0.014422629028558731,
-0.04877037927508354,
-0.022723501548171043,
0.0037842486053705215,
-0.002870663069188595,
0.0890677347779274,
0.0034724893048405647,
-0.049956366419792175,
0.08758603781461716,
0.005204991903156042,
0.08278476446866989,
-0.0070716822519898415,
0.05689960718154907,
0.06973506510257721,
0.001993868499994278,
-0.030119605362415314,
-0.0017893763724714518,
0.0013735698303207755,
-0.013664744794368744,
0.09663323312997818,
0.055500779300928116,
-0.022544167935848236
] | 0.050554 |
`sh -lc`（登录 shell）运行命令，这会 source `/etc/profile` 并可能重置 PATH。设置 `docker.env.PATH` 以在前面添加你的自定义工具路径（例如 `/custom/bin:/usr/local/share/npm-global/bin`），或在你的 Dockerfile 中在 `/etc/profile.d/` 下添加脚本。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/docker.md | main | opebclaw | [
0.03972804173827171,
0.07596171647310257,
-0.013634399510920048,
-0.059639155864715576,
0.06352432817220688,
-0.008831098675727844,
0.03980457782745361,
0.08334989100694656,
-0.038938894867897034,
0.03317893296480179,
-0.017943931743502617,
-0.09286429733037949,
0.060872431844472885,
0.009404739364981651,
0.026890048757195473,
-0.03387809172272682,
-0.023059997707605362,
0.1119343638420105,
0.07055314630270004,
0.002624450484290719,
-0.09259498864412308,
0.0450856052339077,
0.06542697548866272,
-0.024061735719442368,
-0.02257402427494526,
-0.05351727455854416,
0.016296613961458206,
-0.003692114492878318,
-0.02436096780002117,
-0.036516692489385605,
0.007271242793649435,
0.12099111080169678,
0.08935349434614182,
-0.04808124154806137,
0.07662326842546463,
0.10236614942550659,
0.036959126591682434,
-0.04028743878006935,
-0.04181285947561264,
-0.06728802621364594,
0.05965229868888855,
-0.025643611326813698,
-0.0483989343047142,
-0.12238151580095291,
-0.06296384334564209,
-0.03744615241885185,
-0.062273118644952774,
-0.08387095481157303,
-0.045277390629053116,
0.0649661049246788,
-0.05726085230708122,
-0.05593511462211609,
-0.04233015701174736,
-0.05276348814368248,
0.05863197520375252,
0.0903700739145279,
0.025401586666703224,
0.10529065877199173,
0.02583903633058071,
-0.024461768567562103,
-0.08662959933280945,
-0.008522962220013142,
-0.015427417121827602,
0.015129625797271729,
0.05494945868849754,
-0.007133842445909977,
-0.011334158480167389,
0.054009515792131424,
0.006879695691168308,
0.02303314581513405,
0.020089231431484222,
-0.0754392147064209,
-0.0008309835684485734,
-0.12826533615589142,
-0.0385868102312088,
-0.028321512043476105,
0.013412208296358585,
0.07930802553892136,
-0.07443590462207794,
0.02756919339299202,
-0.08015529066324234,
0.0029511540196835995,
0.040142450481653214,
0.010825949721038342,
-0.08063516020774841,
0.09304378926753998,
-0.011380304582417011,
-0.08589343726634979,
0.07157711684703827,
-0.045032113790512085,
-0.01983347162604332,
-0.054422881454229355,
-0.038829877972602844,
0.016523636877536774,
-0.014270163141191006,
-0.020647810772061348,
0.00697019137442112,
0.03904515877366066,
0.044009581208229065,
0.011392878368496895,
-0.0013555489713326097,
-0.03493473678827286,
0.023719146847724915,
0.034224752336740494,
0.05179009959101677,
0.03730788826942444,
-0.012216102331876755,
-0.04667911306023598,
-0.0209985189139843,
0.02813970297574997,
-0.03594053164124489,
-0.03031371533870697,
-0.039529502391815186,
-0.05114017799496651,
0.0019402034813538194,
0.006764422636479139,
0.05456126481294632,
-0.050067201256752014,
0.01434295903891325,
0.02273428440093994,
0.07839147001504898,
-0.02265416644513607,
0.054864801466464996,
-0.007745237089693546,
-0.1368798464536667,
0.007777744438499212,
0.0567118376493454,
2.9728444986837583e-33,
0.02306697890162468,
-0.0781635195016861,
0.04678446426987648,
0.023018449544906616,
0.12854604423046112,
0.010283746756613255,
-0.0013989040162414312,
-0.02273070253431797,
-0.03176675736904144,
-0.040206290781497955,
0.012052664533257484,
0.00800245814025402,
-0.06120854616165161,
0.11393576860427856,
-0.0017527748132124543,
-0.06997448951005936,
-0.004578813444823027,
-0.01797846518456936,
-0.007774947676807642,
-0.06112803891301155,
-0.015923965722322464,
-0.029381293803453445,
-0.08653851598501205,
0.012261474505066872,
0.05650179460644722,
0.008785978890955448,
0.10164482891559601,
-0.072542704641819,
-0.009707017801702023,
0.0037845359183847904,
0.10476908832788467,
-0.004431876353919506,
0.06953564286231995,
0.02989814803004265,
0.030200667679309845,
0.019036123529076576,
-0.0046873497776687145,
0.11713530868291855,
-0.10879006236791611,
0.027497373521327972,
0.06614065170288086,
-0.014835418201982975,
0.016951272264122963,
-0.020059064030647278,
-0.04819183051586151,
-0.07225093245506287,
0.02035427838563919,
0.016490519046783447,
0.03780604153871536,
0.040016353130340576,
0.009286906570196152,
-0.03249407559633255,
-0.032601989805698395,
0.033842042088508606,
0.0026921252720057964,
-0.05289420858025551,
-0.10377854853868484,
-0.07316994667053223,
-0.09336096793413162,
-0.04717627167701721,
-0.010157182812690735,
0.04410900920629501,
0.017382070422172546,
0.013377657160162926,
0.025827351957559586,
-0.004683084785938263,
-0.05279472470283508,
-0.007574902847409248,
0.07410892844200134,
0.05196554586291313,
-0.10770558565855026,
0.01249452494084835,
0.032152850180864334,
0.09488113969564438,
-0.033750269562006,
-0.015035975724458694,
0.0009450309444218874,
0.04837509244680405,
-0.04432675987482071,
-0.01902846246957779,
-0.009070871397852898,
0.07922855019569397,
-0.06901068240404129,
-0.030192723497748375,
0.005553222261369228,
-0.03248761594295502,
0.017305901274085045,
0.06841649115085602,
-0.03071896918118,
-0.03208198398351669,
0.05829625949263573,
-0.06919002532958984,
-0.03573816642165184,
-0.005913096014410257,
-0.16931460797786713,
-7.428898014534324e-33,
0.021054985001683235,
0.0001684348681010306,
-0.01486904826015234,
0.0014546216698363423,
-0.018332133069634438,
-0.06923384964466095,
0.08616545051336288,
-0.04498862847685814,
0.05363853648304939,
0.005979333072900772,
-0.10689172148704529,
0.06345585733652115,
0.10247289389371872,
0.07900689542293549,
0.03560112416744232,
0.0800202488899231,
-0.08949059993028641,
-0.042035363614559174,
-0.0031100085470825434,
-0.026262152940034866,
0.021176844835281372,
-0.08143631368875504,
-0.0013314556563273072,
0.05573984608054161,
-0.05102473869919777,
-0.02594703808426857,
0.05331023409962654,
-0.027325168251991272,
-0.0498158298432827,
0.006701502483338118,
-0.034579865634441376,
0.03649231791496277,
-0.09519067406654358,
0.055492155253887177,
-0.022136138752102852,
0.008500374853610992,
-0.04692373424768448,
0.08947381377220154,
-0.07097286731004715,
-0.04535336792469025,
-0.0246536023914814,
-0.04288114234805107,
-0.06806991249322891,
-0.04298263415694237,
-0.0012732326285913587,
0.013652268797159195,
0.0472131185233593,
-0.032260674983263016,
-0.058204829692840576,
-0.038016412407159805,
0.018018845468759537,
-0.011005807667970657,
0.09657356142997742,
-0.004565815906971693,
0.024569883942604065,
-0.047718800604343414,
-0.054714903235435486,
0.04026516526937485,
-0.010836469009518623,
-0.03257686644792557,
0.12204200774431229,
-0.009422996081411839,
-0.016795925796031952,
0.026724204421043396,
-0.059904493391513824,
-0.05174772068858147,
-0.1161721795797348,
-0.02350137010216713,
-0.07768498361110687,
-0.0644482895731926,
-0.004323383793234825,
0.013368897140026093,
0.024673815816640854,
0.023537708446383476,
-0.06010108441114426,
-0.048433348536491394,
-0.04844246059656143,
-0.04876447096467018,
-0.0013961819931864738,
0.052541814744472504,
0.0020724041387438774,
0.05344889685511589,
-0.043159421533346176,
-0.06423544883728027,
-0.07885292172431946,
-0.0508478544652462,
0.033322542905807495,
0.040994271636009216,
0.0006321279215626419,
-0.02046859636902809,
0.05990875884890556,
0.005201943684369326,
-0.14868375658988953,
0.04725873842835426,
-0.029660047963261604,
-5.0311836474747906e-8,
0.015758946537971497,
-0.05522677302360535,
-0.050747692584991455,
0.00857324618846178,
0.031067783012986183,
0.04334032163023949,
0.023972980678081512,
-0.007730720564723015,
0.04009583592414856,
-0.02823440358042717,
-0.03673955798149109,
0.009823987260460854,
-0.06615163385868073,
0.03925217315554619,
-0.021983327344059944,
0.01300833374261856,
-0.01824391819536686,
0.10351979732513428,
0.020142054185271263,
-0.01593676581978798,
-0.04417227581143379,
0.03769567981362343,
0.026508424431085587,
-0.038327619433403015,
-0.0036761306691914797,
0.03845127671957016,
0.04847579076886177,
0.005886464845389128,
-0.037939198315143585,
-0.004682829137891531,
0.018073463812470436,
0.0023631341755390167,
-0.0440145879983902,
-0.06330884248018265,
0.028601404279470444,
0.01631256565451622,
-0.02411811240017414,
0.007201347965747118,
0.009751307778060436,
0.026173274964094162,
-0.0009473208920098841,
-0.05800745636224747,
0.06409156322479248,
0.0012973888078704476,
-0.06086712330579758,
-0.04391208291053772,
0.06780960410833359,
0.03986881300806999,
-0.011533698067069054,
-0.03368140384554863,
0.013371969573199749,
-0.011442521587014198,
0.03035758063197136,
-0.039575859904289246,
0.034518152475357056,
0.06882625818252563,
-0.020503977313637733,
-0.012381000444293022,
-0.002561680506914854,
-0.01394298579543829,
-0.06945666670799255,
0.03586588427424431,
0.03505156561732292,
0.04246252030134201
] | 0.038816 |
# 将 OpenClaw 迁移到新机器 本指南将 OpenClaw Gateway 网关从一台机器迁移到另一台，\*\*无需重新进行新手引导\*\*。 迁移在概念上很简单： - 复制\*\*状态目录\*\*（`$OPENCLAW\_STATE\_DIR`，默认：`~/.openclaw/`）— 这包括配置、认证、会话和渠道状态。 - 复制你的\*\*工作区\*\*（默认 `~/.openclaw/workspace/`）— 这包括你的智能体文件（记忆、提示等）。 但在\*\*配置文件\*\*、\*\*权限\*\*和\*\*部分复制\*\*方面有常见的陷阱。 ## 开始之前（你要迁移什么） ### 1）确定你的状态目录 大多数安装使用默认值： - \*\*状态目录：\*\* `~/.openclaw/` 但如果你使用以下方式，可能会不同： - `--profile `（通常变成 `~/.openclaw-/`） - `OPENCLAW\_STATE\_DIR=/some/path` 如果你不确定，在\*\*旧\*\*机器上运行： ```bash openclaw status ``` 在输出中查找 `OPENCLAW\_STATE\_DIR` / profile 的提及。如果你运行多个 Gateway 网关，对每个配置文件重复此操作。 ### 2）确定你的工作区 常见默认值： - `~/.openclaw/workspace/`（推荐的工作区） - 你创建的自定义文件夹 你的工作区是 `MEMORY.md`、`USER.md` 和 `memory/\*.md` 等文件所在的位置。 ### 3）了解你将保留什么 如果你复制\*\*两者\*\*——状态目录和工作区，你将保留： - Gateway 网关配置（`openclaw.json`） - 认证配置文件 / API 密钥 / OAuth 令牌 - 会话历史 + 智能体状态 - 渠道状态（例如 WhatsApp 登录/会话） - 你的工作区文件（记忆、Skills 笔记等） 如果你\*\*只\*\*复制工作区（例如通过 Git），你\*\*不会\*\*保留： - 会话 - 凭证 - 渠道登录 这些存储在 `$OPENCLAW\_STATE\_DIR` 下。 ## 迁移步骤（推荐） ### 步骤 0 — 备份（旧机器） 在\*\*旧\*\*机器上，首先停止 Gateway 网关，这样文件不会在复制过程中发生变化： ```bash openclaw gateway stop ``` （可选但推荐）归档状态目录和工作区： ```bash # 如果你使用配置文件或自定义位置，请调整路径 cd ~ tar -czf openclaw-state.tgz .openclaw tar -czf openclaw-workspace.tgz .openclaw/workspace ``` 如果你有多个配置文件/状态目录（例如 `~/.openclaw-main`、`~/.openclaw-work`），分别归档每个。 ### 步骤 1 — 在新机器上安装 OpenClaw 在\*\*新\*\*机器上，安装 CLI（如果需要还有 Node）： - 参见：[安装](/install) 在这个阶段，如果新手引导创建了一个新的 `~/.openclaw/` 也没关系 — 你将在下一步覆盖它。 ### 步骤 2 — 将状态目录 + 工作区复制到新机器 复制\*\*两者\*\*： - `$OPENCLAW\_STATE\_DIR`（默认 `~/.openclaw/`） - 你的工作区（默认 `~/.openclaw/workspace/`） 常见方法： - `scp` 压缩包并解压 - 通过 SSH 使用 `rsync -a` - 外部驱动器 复制后，确保： - 包含了隐藏目录（例如 `.openclaw/`） - 文件所有权对于运行 Gateway 网关的用户是正确的 ### 步骤 3 — 运行 Doctor（迁移 + 服务修复） 在\*\*新\*\*机器上： ```bash openclaw doctor ``` Doctor 是"安全可靠"的命令。它修复服务、应用配置迁移，并警告不匹配问题。 然后： ```bash openclaw gateway restart openclaw status ``` ## 常见陷阱（以及如何避免） ### 陷阱：配置文件/状态目录不匹配 如果你在旧 Gateway 网关上使用了配置文件（或 `OPENCLAW\_STATE\_DIR`），而新 Gateway 网关使用了不同的配置，你会看到如下症状： - 配置更改不生效 - 渠道丢失/已登出 - 会话历史为空 修复：使用你迁移的\*\*相同\*\*配置文件/状态目录运行 Gateway 网关/服务，然后重新运行： ```bash openclaw doctor ``` ### 陷阱：只复制 `openclaw.json` `openclaw.json` 是不够的。许多提供商在以下位置存储状态： - `$OPENCLAW\_STATE\_DIR/credentials/` - `$OPENCLAW\_STATE\_DIR/agents//...` 始终迁移整个 `$OPENCLAW\_STATE\_DIR` 文件夹。 ### 陷阱：权限/所有权 如果你以 root 身份复制或更改了用户，Gateway 网关可能无法读取凭证/会话。 修复：确保状态目录 + 工作区由运行 Gateway 网关的用户拥有。 ### 陷阱：在远程/本地模式之间迁移 - 如果你的 UI（WebUI/TUI）指向\*\*远程\*\* Gateway 网关，远程主机拥有会话存储 + 工作区。 - 迁移你的笔记本电脑不会移动远程 Gateway 网关的状态。 如果你处于远程模式，请迁移 \*\*Gateway 网关主机\*\*。 ### 陷阱：备份中的密钥 `$OPENCLAW\_STATE\_DIR` 包含密钥（API 密钥、OAuth 令牌、WhatsApp 凭证）。将备份视为生产密钥： - 加密存储 - 避免通过不安全的渠道共享 - 如果怀疑泄露，轮换密钥 ## 验证检查清单 在新机器上，确认： - `openclaw status` 显示 Gateway 网关正在运行 - 你的渠道仍然连接（例如 WhatsApp 不需要重新配对） - 仪表板打开并显示现有会话 - 你的工作区文件（记忆、配置）存在 ## 相关内容 - [Doctor](/gateway/doctor) - [Gateway 网关故障排除](/gateway/troubleshooting) - [OpenClaw 在哪里存储数据？](/help/faq#where-does-openclaw-store-its-data) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/install/migrating.md | main | opebclaw | [
-0.0600624680519104,
0.055177267640829086,
0.010914009064435959,
-0.04305921867489815,
-0.02149718627333641,
-0.040000129491090775,
0.0021087792702019215,
-0.06609722226858139,
0.009791374206542969,
-0.006043919827789068,
0.1511167734861374,
-0.03840021789073944,
0.023795034736394882,
-0.013133211061358452,
0.006749934051185846,
0.10124079138040543,
-0.05454222485423088,
0.04848311096429825,
-0.04465881735086441,
-0.021709498018026352,
-0.007846078835427761,
0.003406536066904664,
0.03305840492248535,
-0.06760939955711365,
-0.018284328281879425,
0.054666828364133835,
-0.041573356837034225,
0.026467792689800262,
0.040580954402685165,
-0.04691663384437561,
-0.021395239979028702,
0.1428912878036499,
-0.01963989809155464,
0.03269793093204498,
0.1558048278093338,
0.05926742032170296,
0.033933375030756,
-0.018327584490180016,
-0.029814215376973152,
0.01905832812190056,
-0.012944735586643219,
0.02420814149081707,
0.0530206523835659,
-0.015503877773880959,
-0.04043428599834442,
0.00908666756004095,
-0.013750397600233555,
-0.0559832938015461,
-0.08104609698057175,
-0.07443936169147491,
-0.07301876693964005,
-0.033523187041282654,
-0.006791199557483196,
-0.03554612770676613,
0.04769441485404968,
-0.008589128963649273,
0.015933793038129807,
0.019639186561107635,
0.03247956931591034,
-0.07466994225978851,
0.021531986072659492,
0.035308580845594406,
-0.08645108342170715,
-0.014925537630915642,
-0.059381429105997086,
0.0029613880906254053,
-0.03938639536499977,
0.0007073700544424355,
-0.04899980127811432,
-0.004739093128591776,
-0.04916435852646828,
0.017761679366230965,
-0.0028976367320865393,
0.027165312319993973,
-0.04817585647106171,
-0.04595744237303734,
0.007577035576105118,
0.037610750645399094,
-0.06152787432074547,
-0.18720027804374695,
-0.03162873908877373,
0.02655286341905594,
0.08674406260251999,
0.0033136538695544004,
-0.0346379391849041,
0.11618217825889587,
-0.0901719480752945,
-0.051646776497364044,
0.08991839736700058,
-0.014015681110322475,
0.031308554112911224,
-0.025868931785225868,
0.016075870022177696,
0.04032208025455475,
-0.0051635755226016045,
-0.07224634289741516,
0.03082185797393322,
0.044815145432949066,
-0.01563170738518238,
0.05888191983103752,
0.04345633462071419,
-0.015653861686587334,
-0.03567757084965706,
-0.05298379063606262,
-0.09002412110567093,
0.003885625395923853,
-0.00828652922064066,
0.054865095764398575,
0.04808934032917023,
0.02338445372879505,
0.0013474300503730774,
-0.09513530135154724,
0.0063735488802194595,
-0.13482438027858734,
-0.04323123022913933,
0.010571902617812157,
-0.04867677390575409,
-0.057028111070394516,
0.02744414284825325,
0.013440706767141819,
0.031981486827135086,
-0.04005967825651169,
-0.07153573632240295,
-0.027848999947309494,
-0.10066589713096619,
-0.04507012665271759,
0.1346544623374939,
3.64193790355272e-33,
0.024176690727472305,
0.00789927039295435,
-0.05482910946011543,
-0.03374619036912918,
0.09307713806629181,
-0.0915721207857132,
0.03393593430519104,
-0.019410189241170883,
-0.07295022904872894,
0.033746201545000076,
0.01702594943344593,
0.017417164519429207,
-0.11296828836202621,
0.0005241353646852076,
0.024745717644691467,
-0.04312331974506378,
-0.015963468700647354,
0.0023167766630649567,
0.02476511336863041,
-0.02036481536924839,
0.059658706188201904,
0.028850900009274483,
-0.00371437706053257,
-0.06854512542486191,
-0.0314803309738636,
0.030102401971817017,
0.07487452030181885,
-0.05918150395154953,
0.021479927003383636,
0.055677033960819244,
0.030212782323360443,
0.007558886893093586,
-0.015945924445986748,
0.06562703847885132,
-0.09682627767324448,
0.06675036251544952,
-0.041657935827970505,
-0.032423388212919235,
-0.018474364653229713,
-0.019058873876929283,
-0.0495145358145237,
-0.030122334137558937,
-0.040312930941581726,
0.03802419826388359,
0.03236771747469902,
-0.010634026490151882,
-0.05878043919801712,
-0.04450461268424988,
0.04080325365066528,
-0.02553153783082962,
-0.03633567690849304,
0.04986969754099846,
-0.032408855855464935,
0.05096949636936188,
0.033809807151556015,
-0.03916894271969795,
-0.07149052619934082,
0.03618737682700157,
-0.00642054108902812,
-0.01498127169907093,
0.02340383268892765,
0.07316947728395462,
-0.031075257807970047,
0.034908246248960495,
0.04845486208796501,
-0.013677733950316906,
0.0019818174187093973,
0.00436121691018343,
0.04921853169798851,
-0.0822046622633934,
-0.09399503469467163,
-0.02419736608862877,
0.08121363073587418,
0.06030942499637604,
-0.048488665372133255,
-0.027848979458212852,
-0.04767274484038353,
-0.020612813532352448,
0.047948095947504044,
-0.05420197173953056,
-0.08912564069032669,
-0.04953684285283089,
-0.03869786113500595,
-0.004956046584993601,
-0.006972067058086395,
0.02218150720000267,
0.0659966915845871,
-0.005183839239180088,
-0.019457409158349037,
0.04258033260703087,
-0.10688990354537964,
-0.04180886223912239,
-0.0077260262332856655,
0.005560663528740406,
-0.008663955144584179,
-6.552730810521454e-33,
-0.0032328187953680754,
0.03588157892227173,
-0.0576908104121685,
-0.005467766430228949,
-0.07059911638498306,
-0.04230007156729698,
0.03182748332619667,
0.012474673800170422,
-0.02003828063607216,
0.02630235254764557,
-0.04628726467490196,
0.03367849811911583,
0.04457588121294975,
0.02510145492851734,
0.03506334125995636,
-0.03685009852051735,
0.04967533051967621,
0.056729529052972794,
-0.07299456745386124,
0.09052442014217377,
-0.020366350188851357,
0.008009112440049648,
-0.15796293318271637,
-0.003090149722993374,
0.029343364760279655,
0.0823163390159607,
0.07173850387334824,
-0.04065115377306938,
0.02898038551211357,
0.043517742305994034,
0.0032083773985505104,
-0.006511747371405363,
-0.07961377501487732,
0.09018155932426453,
-0.04829883575439453,
-0.07932247966527939,
0.004051026422530413,
-0.008665676228702068,
-0.041203539818525314,
-0.0016850698739290237,
0.0248394925147295,
0.002079915953800082,
0.01402770634740591,
-0.0014485548017546535,
-0.04941467568278313,
0.02170100435614586,
-0.0648648664355278,
-0.04970268905162811,
-0.1011757105588913,
-0.051041681319475174,
0.08484994620084763,
0.012131795287132263,
-0.008708392269909382,
-0.056298475712537766,
0.05914144963026047,
0.03926093876361847,
0.0004742330056615174,
-0.09987270832061768,
-0.06050674244761467,
-0.08880354464054108,
0.023991571739315987,
0.053664106875658035,
-0.0647655799984932,
0.04663107171654701,
0.05974491685628891,
-0.00326892314478755,
0.040068577975034714,
0.012776710093021393,
0.002608221024274826,
-0.1091858372092247,
-0.0330585241317749,
0.02889048121869564,
0.02323274500668049,
-0.08276979625225067,
0.03178299963474274,
-0.0016303122974932194,
0.06774011254310608,
0.08929543197154999,
0.00007687744800932705,
0.03723885491490364,
-0.01958690956234932,
0.0025148966815322638,
0.014827839098870754,
0.05492513254284859,
0.028175458312034607,
-0.000822861329652369,
-0.040940284729003906,
0.09685304760932922,
0.04110851511359215,
0.02428744174540043,
0.0003488758811727166,
0.029585493728518486,
0.021013980731368065,
0.05859431251883507,
0.030189134180545807,
-4.256056485019144e-8,
-0.10460009425878525,
-0.08423835039138794,
-0.06057821959257126,
-0.047615017741918564,
-0.023771919310092926,
-0.04500243440270424,
0.022505566477775574,
0.009204190224409103,
-0.06028863415122032,
-0.023497629910707474,
0.04824265465140343,
0.01922348514199257,
-0.13481804728507996,
0.027324063703417778,
-0.09112696349620819,
0.008066792041063309,
-0.028462009504437447,
0.024216288700699806,
0.0039005083963274956,
-0.06284267455339432,
-0.04335709661245346,
0.03862873092293739,
0.07970017194747925,
-0.003282711375504732,
-0.13261879980564117,
0.04884611815214157,
-0.0671602338552475,
-0.025172876194119453,
0.0028978469781577587,
-0.02601984143257141,
0.0066770832054317,
0.02519085817039013,
0.05401201546192169,
-0.003478634636849165,
0.019798656925559044,
0.03557770326733589,
0.06535961478948593,
0.009917804040014744,
0.01700916886329651,
0.044692061841487885,
0.06179609149694443,
-0.04037546366453171,
-0.014473171904683113,
0.03674265742301941,
0.08714204281568527,
-0.046599265187978745,
0.0469479002058506,
0.0016516158357262611,
0.04588361084461212,
-0.03982701152563095,
-0.06765618175268173,
-0.017643803730607033,
0.026042349636554718,
-0.0010367545764893293,
0.03214699774980545,
0.06237320229411125,
-0.0017754422733560205,
0.0058127804659307,
0.0047834645956754684,
0.11381124705076218,
0.02339339442551136,
0.04102547466754913,
0.0010734251700341702,
0.03738725185394287
] | 0.083848 |
# 形式化验证（安全模型） 本页跟踪 OpenClaw 的\*\*形式化安全模型\*\*（目前是 TLA+/TLC；根据需要会添加更多）。 > 注意：一些较旧的链接可能引用了以前的项目名称。 \*\*目标（北极星）：\*\* 提供机器检查的论证，证明 OpenClaw 在明确假设下执行其 预期的安全策略（授权、会话隔离、工具门控和 配置错误安全）。 \*\*目前是什么：\*\* 一个可执行的、攻击者驱动的\*\*安全回归测试套件\*\*： - 每个声明都有一个在有限状态空间上运行的模型检查。 - 许多声明有一个配对的\*\*负面模型\*\*，为现实的 bug 类别生成反例追踪。 \*\*目前还不是什么：\*\* 证明"OpenClaw 在所有方面都是安全的"或完整 TypeScript 实现是正确的。 ## 模型存放位置 模型维护在一个单独的仓库中：[vignesh07/openclaw-formal-models](https://github.com/vignesh07/openclaw-formal-models)。 ## 重要注意事项 - 这些是\*\*模型\*\*，不是完整的 TypeScript 实现。模型和代码之间可能存在偏差。 - 结果受 TLC 探索的状态空间限制；"绿色"并不意味着在建模的假设和边界之外也是安全的。 - 一些声明依赖于明确的环境假设（例如，正确的部署、正确的配置输入）。 ## 复现结果 目前，结果通过在本地克隆模型仓库并运行 TLC 来复现（见下文）。未来的迭代可能提供： - 带有公开产物（反例追踪、运行日志）的 CI 运行模型 - 用于小型、有界检查的托管"运行此模型"工作流 开始使用： ```bash git clone https://github.com/vignesh07/openclaw-formal-models cd openclaw-formal-models # 需要 Java 11+（TLC 在 JVM 上运行）。 # 仓库内置了固定版本的 `tla2tools.jar`（TLA+ 工具）并提供 `bin/tlc` + Make 目标。 make ``` ### Gateway 网关暴露和开放 Gateway 网关配置错误 \*\*声明：\*\* 在没有认证的情况下绑定到 loopback 之外可能使远程入侵成为可能 / 增加暴露；令牌/密码可以阻止未认证的攻击者（根据模型假设）。 - 绿色运行： - `make gateway-exposure-v2` - `make gateway-exposure-v2-protected` - 红色（预期）： - `make gateway-exposure-v2-negative` 另见：模型仓库中的 `docs/gateway-exposure-matrix.md`。 ### Nodes.run 管道（最高风险能力） \*\*声明：\*\* `nodes.run` 需要（a）节点命令允许列表加上声明的命令以及（b）配置时的实时批准；批准被令牌化以防止重放（在模型中）。 - 绿色运行： - `make nodes-pipeline` - `make approvals-token` - 红色（预期）： - `make nodes-pipeline-negative` - `make approvals-token-negative` ### 配对存储（私信门控） \*\*声明：\*\* 配对请求遵守 TTL 和待处理请求上限。 - 绿色运行： - `make pairing` - `make pairing-cap` - 红色（预期）： - `make pairing-negative` - `make pairing-cap-negative` ### 入站门控（提及 + 控制命令绕过） \*\*声明：\*\* 在需要提及的群组上下文中，未授权的"控制命令"不能绕过提及门控。 - 绿色： - `make ingress-gating` - 红色（预期）： - `make ingress-gating-negative` ### 路由/会话键隔离 \*\*声明：\*\* 来自不同对等方的私信不会折叠到同一会话中，除非明确链接/配置。 - 绿色： - `make routing-isolation` - 红色（预期）： - `make routing-isolation-negative` ## v1++：额外的有界模型（并发、重试、追踪正确性） 这些是后续模型，围绕真实世界的故障模式（非原子更新、重试和消息扇出）提高保真度。 ### 配对存储并发 / 幂等性 \*\*声明：\*\* 配对存储应该在交错情况下也强制执行 `MaxPending` 和幂等性（即"检查然后写入"必须是原子/加锁的；刷新不应创建重复项）。 这意味着： - 在并发请求下，你不能超过渠道的 `MaxPending`。 - 对同一 `(channel, sender)` 的重复请求/刷新不应创建重复的活跃待处理行。 - 绿色运行： - `make pairing-race`（原子/加锁的上限检查） - `make pairing-idempotency` - `make pairing-refresh` - `make pairing-refresh-race` - 红色（预期）： - `make pairing-race-negative`（非原子 begin/commit 上限竞争） - `make pairing-idempotency-negative` - `make pairing-refresh-negative` - `make pairing-refresh-race-negative` ### 入站追踪关联 / 幂等性 \*\*声明：\*\* 摄入应在扇出过程中保持追踪关联，并在提供商重试下保持幂等。 这意味着： - 当一个外部事件变成多个内部消息时，每个部分都保持相同的追踪/事件标识。 - 重试不会导致重复处理。 - 如果提供商事件 ID 缺失，去重回退到安全键（例如，追踪 ID）以避免丢弃不同的事件。 - 绿色： - `make ingress-trace` - `make ingress-trace2` - `make ingress-idempotency` - `make ingress-dedupe-fallback` - 红色（预期）： - `make ingress-trace-negative` - `make ingress-trace2-negative` - `make ingress-idempotency-negative` - `make ingress-dedupe-fallback-negative` ### 路由 dmScope 优先级 + identityLinks \*\*声明：\*\* 路由必须默认保持私信会话隔离，只有在明确配置时才折叠会话（渠道优先级 + 身份链接）。 这意味着： - 渠道特定的 dmScope 覆盖必须优先于全局默认值。 - identityLinks 应该只在明确链接的组内折叠，而不是跨不相关的对等方。 - 绿色： - `make routing-precedence` - `make routing-identitylinks` - 红色（预期）： - `make routing-precedence-negative` - `make routing-identitylinks-negative` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/security/formal-verification.md | main | opebclaw | [
-0.04734892025589943,
0.049115732312202454,
0.03700153902173042,
-0.027739278972148895,
-0.04110105335712433,
0.027648109942674637,
0.04555843770503998,
-0.02618381939828396,
-0.010915398597717285,
-0.06050520017743111,
0.17336171865463257,
-0.0708596333861351,
-0.021522333845496178,
-0.03249843791127205,
-0.00895798671990633,
0.05111581087112427,
-0.048442792147397995,
0.07395722717046738,
-0.013142858631908894,
0.020579801872372627,
-0.02312779799103737,
-0.04458228871226311,
0.012687884271144867,
-0.011077086441218853,
-0.05309920012950897,
0.04989386349916458,
-0.030255386605858803,
0.0758720263838768,
0.03016171231865883,
-0.06749066710472107,
-0.06482668220996857,
0.12264098227024078,
0.002597280777990818,
0.006670449860394001,
0.09710733592510223,
0.014101631008088589,
-0.00545829813927412,
0.0135920699685812,
-0.04148562625050545,
0.05478358268737793,
-0.028166290372610092,
-0.018425414338707924,
0.007045847829431295,
-0.060602713376283646,
0.001868286868557334,
0.022682325914502144,
-0.042862486094236374,
-0.043109647929668427,
-0.03322064131498337,
-0.07273232191801071,
-0.070798859000206,
0.009891902096569538,
0.008925965055823326,
0.02096203714609146,
0.059940144419670105,
0.020289558917284012,
0.0539817251265049,
-0.02724425680935383,
0.016731401905417442,
-0.0024871944915503263,
-0.01819455437362194,
0.039939455687999725,
-0.024191725999116898,
-0.018197039142251015,
-0.06075938791036606,
0.019771907478570938,
0.015897367149591446,
-0.009505544789135456,
-0.03567630052566528,
-0.003855663351714611,
-0.057158295065164566,
0.03002076968550682,
0.024319931864738464,
-0.034504618495702744,
-0.011952771805226803,
-0.04126400873064995,
0.0010529742576181889,
-0.015674442052841187,
-0.030896354466676712,
-0.13286395370960236,
-0.08442677557468414,
0.034716445952653885,
0.09238717705011368,
0.011226600036025047,
-0.03021339699625969,
0.07402534782886505,
-0.07354206591844559,
-0.03021673858165741,
0.11144772171974182,
0.036403730511665344,
0.007990405894815922,
0.057649195194244385,
-0.032070375978946686,
0.00597008503973484,
-0.021847253665328026,
-0.046681102365255356,
-0.002161272568628192,
-0.0013178848894312978,
0.010780686512589455,
-0.0031790740322321653,
0.01545796263962984,
-0.053158096969127655,
-0.03324086219072342,
-0.0456019788980484,
-0.011896887794137001,
-0.01521669328212738,
0.061533987522125244,
-0.037725672125816345,
0.06934929639101028,
0.0379803329706192,
-0.042379461228847504,
-0.10027208179235458,
0.03154273331165314,
-0.13556993007659912,
-0.08908382058143616,
0.017363104969263077,
-0.02638237364590168,
-0.06674936413764954,
0.08414223045110703,
-0.052891723811626434,
0.06489463895559311,
0.00844704732298851,
-0.06860528886318207,
-0.037177301943302155,
-0.06720999628305435,
-0.030814019963145256,
0.08178062736988068,
2.495702158135376e-33,
0.03184141218662262,
0.05241136997938156,
-0.01968209818005562,
-0.0029564297292381525,
0.06666899472475052,
-0.075222447514534,
-0.014520255848765373,
-0.014609512872993946,
-0.055936794728040695,
0.022159922868013382,
-0.03893125802278519,
-0.03292901813983917,
-0.0826781764626503,
0.04122420772910118,
0.020825449377298355,
-0.08463295549154282,
-0.018798353150486946,
-0.03340454399585724,
-0.007644303608685732,
-0.03025752864778042,
0.07216109335422516,
0.04418915510177612,
0.009179076179862022,
-0.09426818788051605,
0.01777871511876583,
0.0158014427870512,
0.0533892959356308,
-0.004786141682416201,
-0.006177454721182585,
0.033680260181427,
0.024999447166919708,
-0.011419869028031826,
0.0023515471257269382,
0.023889906704425812,
-0.05288112908601761,
0.06733984500169754,
-0.0014294227585196495,
-0.000054684525821357965,
-0.033707842230796814,
0.036790650337934494,
-0.049373459070920944,
0.004239408764988184,
0.004302529618144035,
0.011040964163839817,
0.043713148683309555,
0.016561560332775116,
-0.05066416785120964,
-0.0001392158301314339,
0.09912413358688354,
-0.08747527748346329,
-0.04352595657110214,
0.01668579690158367,
-0.03954857587814331,
-0.01330101303756237,
0.007867311127483845,
0.017434215173125267,
-0.08193352073431015,
0.011573191732168198,
-0.024622805416584015,
0.005241334438323975,
0.003482755273580551,
0.00907738134264946,
-0.018633591011166573,
0.008998358622193336,
0.07484087347984314,
0.017720358446240425,
-0.02250228077173233,
-0.050052888691425323,
0.014940096065402031,
-0.16072838008403778,
-0.12063220143318176,
-0.0287768617272377,
0.05079987645149231,
-0.012847647070884705,
-0.022909127175807953,
-0.04634151607751846,
-0.05161863937973976,
0.014724371954798698,
0.09779413044452667,
-0.10066306591033936,
-0.0675356388092041,
-0.04870591312646866,
-0.0015997567679733038,
-0.01897134631872177,
-0.018068015575408936,
0.026023980230093002,
0.06413581967353821,
0.06413700431585312,
-0.014899695292115211,
0.019109228625893593,
-0.13292744755744934,
-0.039057329297065735,
0.028740540146827698,
-0.02665277197957039,
-0.03906756266951561,
-6.849881823413913e-33,
-0.05748822167515755,
0.03997319936752319,
-0.03429298847913742,
-0.04195065051317215,
-0.005935645196586847,
-0.0163596011698246,
0.012819098308682442,
0.05039636418223381,
-0.005186618305742741,
0.01485324278473854,
-0.016955725848674774,
-0.023214073851704597,
-0.03841833770275116,
-0.056332316249608994,
-0.034168872982263565,
-0.016706712543964386,
0.017702970653772354,
0.12141690403223038,
-0.0533464290201664,
0.00342296133749187,
-0.017696913331747055,
-0.0027516514528542757,
-0.13930575549602509,
-0.003840093035250902,
-0.03943581134080887,
0.0744222104549408,
0.07928730547428131,
-0.016757812350988388,
0.045648861676454544,
0.06478326767683029,
0.000013206126823206432,
-0.07746510952711105,
-0.04270594194531441,
0.10592839866876602,
0.003528061555698514,
-0.046049684286117554,
0.02211323194205761,
-0.061708368360996246,
-0.05123091861605644,
-0.01371010486036539,
0.010272230952978134,
-0.027258403599262238,
0.05667338892817497,
-0.014903516508638859,
0.008838278241455555,
0.08946394920349121,
-0.04802875220775604,
-0.04944540932774544,
-0.14269137382507324,
-0.007138723507523537,
0.06335137039422989,
-0.03734566643834114,
-0.05435626953840256,
-0.007746758870780468,
0.011099398136138916,
0.009028169326484203,
-0.018149977549910545,
-0.1298486441373825,
-0.015324856154620647,
-0.10250066220760345,
0.05776911601424217,
0.06584326922893524,
-0.01446507778018713,
0.024605588987469673,
0.039703529328107834,
0.02275506779551506,
0.03184640035033226,
-0.04175378382205963,
0.024460993707180023,
-0.12086506932973862,
-0.006239195354282856,
0.014538073912262917,
-0.024966251105070114,
-0.06097276508808136,
0.018871376290917397,
-0.0010611996985971928,
-0.008557000197470188,
0.10106115788221359,
-0.017766859382390976,
0.056704483926296234,
0.01136496290564537,
-0.0629926472902298,
-0.004382160492241383,
0.11483567953109741,
-0.019609639421105385,
-0.020852891728281975,
0.017060359939932823,
0.08683423697948456,
0.060629405081272125,
-0.02474171668291092,
-0.0014816783368587494,
0.10601483285427094,
0.0016784339677542448,
0.034485477954149246,
0.0791754350066185,
-3.9384516981044726e-8,
0.010610107332468033,
-0.0805870071053505,
-0.07100939005613327,
-0.043011244386434555,
-0.009588365443050861,
-0.08193071186542511,
0.009377923794090748,
-0.023823542520403862,
-0.01515322457998991,
-0.022930754348635674,
0.018895119428634644,
0.10845405608415604,
-0.09155702590942383,
-0.00348927965387702,
-0.08275431394577026,
0.020496422424912453,
-0.07274490594863892,
0.029475005343556404,
0.016377316787838936,
-0.05070563778281212,
-0.10112003237009048,
0.07978527247905731,
0.05157904326915741,
-0.06054835394024849,
-0.07228335738182068,
0.048943307250738144,
-0.10248173773288727,
-0.0356743186712265,
0.009570542722940445,
-0.0020423810929059982,
0.021631425246596336,
0.02028944157063961,
0.05297825485467911,
-0.002410316374152899,
0.021322639659047127,
0.0124763622879982,
0.0431266725063324,
0.00484872842207551,
0.028810156509280205,
0.02457442320883274,
0.047150321304798126,
-0.09275616705417633,
0.039658524096012115,
0.04026462510228157,
0.1296716332435608,
-0.025896696373820305,
0.05214272812008858,
0.024087470024824142,
0.02036839909851551,
0.0011621230514720082,
-0.023038659244775772,
0.030870163813233376,
0.05779251456260681,
-0.048229288309812546,
-0.06929785758256912,
0.01985824480652809,
0.008881029672920704,
0.018661726266145706,
0.055308155715465546,
0.0620589554309845,
0.03580794483423233,
0.0008210035157389939,
-0.01651512086391449,
0.083147794008255
] | 0.039938 |
# 图像与媒体支持 — 2025-12-05 WhatsApp 渠道通过 \*\*Baileys Web\*\* 运行。本文档记录了发送、Gateway 网关和智能体回复的当前媒体处理规则。 ## 目标 - 通过 `openclaw message send --media` 发送带可选标题的媒体。 - 允许来自网页收件箱的自动回复在文本旁边包含媒体。 - 保持每种类型的限制合理且可预测。 ## CLI 接口 - `openclaw message send --media [--message ]` - `--media` 可选；标题可以为空以进行纯媒体发送。 - `--dry-run` 打印解析后的负载；`--json` 输出 `{ channel, to, messageId, mediaUrl, caption }`。 ## WhatsApp Web 渠道行为 - 输入：本地文件路径\*\*或\*\* HTTP(S) URL。 - 流程：加载到 Buffer，检测媒体类型，并构建正确的负载： - \*\*图像：\*\* 调整大小并重新压缩为 JPEG（最大边 2048px），目标为 `agents.defaults.mediaMaxMb`（默认 5 MB），上限 6 MB。 - \*\*音频/语音/视频：\*\* 直通最大 16 MB；音频作为语音消息发送（`ptt: true`）。 - \*\*文档：\*\* 其他任何内容，最大 100 MB，可用时保留文件名。 - WhatsApp GIF 风格播放：发送带 `gifPlayback: true` 的 MP4（CLI：`--gif-playback`），使移动客户端内联循环播放。 - MIME 检测优先使用魔数字节，然后是头信息，最后是文件扩展名。 - 标题来自 `--message` 或 `reply.text`；允许空标题。 - 日志：非详细模式显示 `↩️`/`✅`；详细模式包含大小和源路径/URL。 ## 自动回复管道 - `getReplyFromConfig` 返回 `{ text?, mediaUrl?, mediaUrls? }`。 - 当存在媒体时，网页发送器使用与 `openclaw message send` 相同的管道解析本地路径或 URL。 - 如果提供多个媒体条目，则按顺序发送。 ## 入站媒体到命令（Pi） - 当入站网页消息包含媒体时，OpenClaw 下载到临时文件并暴露模板变量： - `{{MediaUrl}}` 入站媒体的伪 URL。 - `{{MediaPath}}` 运行命令前写入的本地临时路径。 - 当启用每会话 Docker 沙箱时，入站媒体被复制到沙箱工作区，`MediaPath`/`MediaUrl` 被重写为相对路径如 `media/inbound/`。 - 媒体理解（如果通过 `tools.media.\*` 或共享的 `tools.media.models` 配置）在模板化之前运行，可以将 `[Image]`、`[Audio]` 和 `[Video]` 块插入 `Body`。 - 音频设置 `{{Transcript}}` 并使用转录进行命令解析，因此斜杠命令仍然有效。 - 视频和图像描述保留任何标题文本用于命令解析。 - 默认情况下只处理第一个匹配的图像/音频/视频附件；设置 `tools.media..attachments` 以处理多个附件。 ## 限制与错误 \*\*出站发送上限（WhatsApp 网页发送）\*\* - 图像：重新压缩后约 6 MB 上限。 - 音频/语音/视频：16 MB 上限；文档：100 MB 上限。 - 超大或无法读取的媒体 → 日志中有明确错误，回复被跳过。 \*\*媒体理解上限（转录/描述）\*\* - 图像默认：10 MB（`tools.media.image.maxBytes`）。 - 音频默认：20 MB（`tools.media.audio.maxBytes`）。 - 视频默认：50 MB（`tools.media.video.maxBytes`）。 - 超大媒体跳过理解，但回复仍然使用原始正文通过。 ## 测试说明 - 覆盖图像/音频/文档情况的发送 + 回复流程。 - 验证图像的重新压缩（大小限制）和音频的语音消息标志。 - 确保多媒体回复作为顺序发送扇出。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/images.md | main | opebclaw | [
-0.05231603607535362,
0.06280709058046341,
-0.02805793285369873,
-0.09224379062652588,
0.029205268248915672,
-0.0709395632147789,
-0.0015761522809043527,
-0.03422861546278,
0.043598026037216187,
0.02759474702179432,
0.13430799543857574,
-0.015369581989943981,
0.022074325010180473,
-0.002171923639252782,
0.05102149024605751,
0.042128950357437134,
-0.06682989746332169,
-0.0031755580566823483,
-0.06780973821878433,
-0.03952337056398392,
-0.0036042523570358753,
0.01931915618479252,
0.026106979697942734,
-0.00260645872913301,
-0.06403139233589172,
0.046047523617744446,
-0.04099772125482559,
0.06089802458882332,
-0.0022225596476346254,
-0.03490094095468521,
0.005791999865323305,
0.04587436094880104,
0.00015202943177428097,
0.05847519263625145,
0.060354769229888916,
0.06180176883935928,
0.029942955821752548,
-0.03514999523758888,
0.0007431293488480151,
0.0755106583237648,
0.011651032604277134,
-0.028880788013339043,
-0.021371515467762947,
-0.03442959859967232,
0.003915120381861925,
-0.02732587791979313,
-0.06974026560783386,
-0.04083820804953575,
-0.0637974962592125,
-0.045579954981803894,
-0.09970714896917343,
0.01980281062424183,
-0.04282642900943756,
0.030413588508963585,
0.026440629735589027,
-0.03839655593037605,
-0.07185481488704681,
0.05441509187221527,
0.08920944482088089,
0.027483919635415077,
-0.014631027355790138,
0.042864784598350525,
-0.025956830009818077,
-0.004259448032826185,
-0.07986672222614288,
-0.0029059741646051407,
-0.04135361686348915,
0.020670099183917046,
-0.017373407259583473,
0.007242449559271336,
-0.08636114746332169,
-0.0055764964781701565,
-0.03847774490714073,
0.0543883852660656,
-0.017969466745853424,
-0.03503688797354698,
0.009206656366586685,
0.005496086552739143,
-0.13833661377429962,
-0.09050028026103973,
0.04692862927913666,
-0.061248328536748886,
0.016214529052376747,
0.04768301919102669,
-0.036519549787044525,
0.09659626334905624,
-0.06411340087652206,
-0.04995373636484146,
0.07460881769657135,
-0.05167870968580246,
-0.03849010542035103,
-0.04997370019555092,
0.0180385559797287,
0.07342236489057541,
-0.018021591007709503,
-0.008097763173282146,
0.012788413092494011,
0.008854076266288757,
-0.07376232743263245,
0.06732401996850967,
0.03982202336192131,
-0.05105492100119591,
-0.0008704760693944991,
-0.05961409583687782,
-0.07436803728342056,
-0.04087714105844498,
0.0035390853881835938,
0.12189029902219772,
0.08430909365415573,
0.006480732932686806,
-0.048160620033741,
-0.06263350695371628,
-0.009419524110853672,
-0.0946068987250328,
-0.015415845438838005,
0.02738209068775177,
-0.07292481511831284,
-0.04612234607338905,
0.02610652521252632,
-0.0044084955006837845,
0.07176370173692703,
-0.03577278554439545,
-0.07943235337734222,
0.02455027773976326,
-0.024610942229628563,
-0.08092629909515381,
0.18497847020626068,
-5.2248163520417795e-33,
0.014642315916717052,
0.021984662860631943,
-0.037638500332832336,
-0.029214903712272644,
0.0805380791425705,
-0.0598490945994854,
0.012719422578811646,
-0.024032408371567726,
-0.08847997337579727,
0.0289105623960495,
-0.027688264846801758,
0.010871651582419872,
-0.10570935904979706,
0.023663988336920738,
0.001931684440933168,
-0.06483522802591324,
-0.0282270647585392,
0.011283514089882374,
0.09616191685199738,
-0.011448531411588192,
0.0021041666623204947,
-0.00594439497217536,
0.03254631906747818,
-0.024845706298947334,
0.05253032222390175,
0.05527283996343613,
0.01881122589111328,
-0.0347336009144783,
-0.001138856983743608,
0.015991782769560814,
0.05425765737891197,
0.03249271959066391,
-0.04417731985449791,
0.003028705483302474,
-0.04988902807235718,
-0.02873382158577442,
-0.06058517470955849,
-0.005913346540182829,
-0.06432507187128067,
0.01119231153279543,
-0.049263209104537964,
-0.04194657504558563,
-0.06619252264499664,
0.020746836438775063,
0.019713910296559334,
-0.050124865025281906,
-0.11428076773881912,
-0.017824744805693626,
0.061998091638088226,
-0.004851898178458214,
-0.07408592849969864,
0.03592921793460846,
-0.01551953237503767,
0.05207874998450279,
0.03397693112492561,
-0.021300816908478737,
-0.037936799228191376,
-0.014613375067710876,
-0.007680394221097231,
-0.049522753804922104,
0.03794790804386139,
-0.006241856142878532,
-0.016248783096671104,
-0.06009514629840851,
0.07502949237823486,
-0.04126538708806038,
-0.008344742469489574,
0.03316280618309975,
0.020762380212545395,
-0.0701642632484436,
-0.09361535310745239,
0.0023199308197945356,
0.10703504085540771,
0.06416268646717072,
-0.02171497605741024,
-0.020763486623764038,
-0.062120649963617325,
0.06511594355106354,
0.07328511774539948,
-0.007938302122056484,
-0.027636945247650146,
-0.06518388539552689,
0.0032542776316404343,
-0.008023165166378021,
-0.0031744055449962616,
0.050635065883398056,
0.05924397334456444,
-0.05442756414413452,
-0.06699516624212265,
0.07409211248159409,
-0.12387099117040634,
0.054223306477069855,
-0.007388979662209749,
0.00435532396659255,
0.01024678349494934,
-2.948016083531224e-34,
-0.01607213169336319,
0.06812204420566559,
-0.0784279927611351,
0.022777579724788666,
-0.009764580056071281,
-0.03333287686109543,
0.06716246157884598,
0.04954826459288597,
0.012086412869393826,
0.08788587152957916,
0.0011892342008650303,
-0.006129186134785414,
-0.008448898792266846,
-0.06888140738010406,
-0.005915436428040266,
-0.0010612087789922953,
0.014644675888121128,
0.009596219286322594,
-0.05726799741387367,
0.014407454058527946,
0.004674823489040136,
0.04435179755091667,
-0.10479912906885147,
0.026815621182322502,
-0.00040829606587067246,
0.04386846348643303,
0.12901893258094788,
0.023103458806872368,
-0.012251894921064377,
-0.012180614285171032,
0.008772657252848148,
-0.012323670089244843,
-0.026682445779442787,
0.08917778730392456,
0.019814465194940567,
-0.02746758610010147,
0.06773564219474792,
0.07477550953626633,
-0.02513149566948414,
-0.008042980916798115,
0.10146863013505936,
0.010351525619626045,
-0.05661475658416748,
-0.05247729271650314,
-0.029416197910904884,
0.04415522888302803,
-0.04216206073760986,
-0.03241610899567604,
-0.08078424632549286,
-0.031558915972709656,
0.10671374201774597,
-0.01651758700609207,
0.019553927704691887,
-0.05305439233779907,
0.04686639830470085,
0.06580476462841034,
0.03309537097811699,
-0.04523702338337898,
-0.057991135865449905,
-0.09756281226873398,
0.018934182822704315,
-0.01011705119162798,
-0.007780237123370171,
-0.013642334379255772,
0.05870258808135986,
-0.01643204875290394,
0.011502578854560852,
0.009030015207827091,
0.007535204291343689,
-0.07629948109388351,
-0.02876998856663704,
-0.06867287307977676,
0.014259923249483109,
-0.05692485719919205,
0.07940331101417542,
-0.0226240586489439,
-0.06421660631895065,
0.028741750866174698,
-0.031051838770508766,
0.05275152251124382,
0.003837740048766136,
0.017265772446990013,
0.006182661280035973,
0.054522283375263214,
0.03292594105005264,
-0.03739960491657257,
0.008047695271670818,
0.061990514397621155,
-0.01102705392986536,
-0.02598271518945694,
0.01568644680082798,
0.06764604896306992,
0.049134109169244766,
0.06990502774715424,
0.04059440270066261,
-3.881234178493287e-8,
-0.08604347705841064,
-0.11486969888210297,
-0.08406486362218857,
-0.021718069911003113,
0.00019607209833338857,
-0.023976821452379227,
-0.0037558944895863533,
-0.04272783547639847,
-0.004744403064250946,
-0.0889642983675003,
0.024252532050013542,
0.03058503195643425,
-0.11191467940807343,
0.05982964485883713,
-0.04245157912373543,
-0.01715131103992462,
-0.0946800708770752,
-0.025418980047106743,
0.03076740726828575,
-0.09906839579343796,
0.016955537721514702,
0.007527452427893877,
0.022845445200800896,
-0.0393848791718483,
-0.03553987294435501,
0.03466574102640152,
-0.06750422716140747,
0.0462324321269989,
-0.07861193269491196,
-0.032442353665828705,
-0.022468114271759987,
-0.05409823730587959,
0.03598300740122795,
-0.04518286511301994,
0.02890698052942753,
0.02755105122923851,
0.004681451711803675,
-0.10248564183712006,
-0.06145254150032997,
-0.008987942710518837,
0.1037830337882042,
-0.06421201676130295,
-0.02019374445080757,
0.030656889081001282,
0.1262693852186203,
0.010043115355074406,
0.06007704511284828,
0.013583013787865639,
0.06796380877494812,
-0.009401815943419933,
0.0037838479038327932,
-0.026032742112874985,
0.06675546616315842,
-0.051645807921886444,
0.022045915946364403,
-0.018822278827428818,
0.03726813569664955,
-0.044768452644348145,
0.007755805738270283,
0.10242112725973129,
0.01959293521940708,
0.09095758944749832,
0.037193696945905685,
0.05641685426235199
] | 0.060039 |
# 相机捕获（智能体） OpenClaw 支持用于智能体工作流的\*\*相机捕获\*\*： - \*\*iOS 节点\*\*（通过 Gateway 网关配对）：通过 `node.invoke` 捕获\*\*照片\*\*（`jpg`）或\*\*短视频片段\*\*（`mp4`，可选音频）。 - \*\*Android 节点\*\*（通过 Gateway 网关配对）：通过 `node.invoke` 捕获\*\*照片\*\*（`jpg`）或\*\*短视频片段\*\*（`mp4`，可选音频）。 - \*\*macOS 应用\*\*（通过 Gateway 网关的节点）：通过 `node.invoke` 捕获\*\*照片\*\*（`jpg`）或\*\*短视频片段\*\*（`mp4`，可选音频）。 所有相机访问都受\*\*用户控制的设置\*\*限制。 ## iOS 节点 ### 用户设置（默认开启） - iOS 设置标签页 → \*\*相机\*\* → \*\*允许相机\*\*（`camera.enabled`） - 默认：\*\*开启\*\*（缺少键时视为启用）。 - 关闭时：`camera.\*` 命令返回 `CAMERA\_DISABLED`。 ### 命令（通过 Gateway 网关 `node.invoke`） - `camera.list` - 响应载荷： - `devices`：`{ id, name, position, deviceType }` 数组 - `camera.snap` - 参数： - `facing`：`front|back`（默认：`front`） - `maxWidth`：数字（可选；iOS 节点默认 `1600`） - `quality`：`0..1`（可选；默认 `0.9`） - `format`：当前为 `jpg` - `delayMs`：数字（可选；默认 `0`） - `deviceId`：字符串（可选；来自 `camera.list`） - 响应载荷： - `format: "jpg"` - `base64: "<...>"` - `width`、`height` - 载荷保护：照片会重新压缩以保持 base64 载荷小于 5 MB。 - `camera.clip` - 参数： - `facing`：`front|back`（默认：`front`） - `durationMs`：数字（默认 `3000`，上限 `60000`） - `includeAudio`：布尔值（默认 `true`） - `format`：当前为 `mp4` - `deviceId`：字符串（可选；来自 `camera.list`） - 响应载荷： - `format: "mp4"` - `base64: "<...>"` - `durationMs` - `hasAudio` ### 前台要求 与 `canvas.\*` 类似，iOS 节点仅允许在\*\*前台\*\*执行 `camera.\*` 命令。后台调用返回 `NODE\_BACKGROUND\_UNAVAILABLE`。 ### CLI 辅助工具（临时文件 + MEDIA） 获取附件最简单的方法是通过 CLI 辅助工具，它将解码的媒体写入临时文件并打印 `MEDIA:`。 示例： ```bash openclaw nodes camera snap --node # default: both front + back (2 MEDIA lines) openclaw nodes camera snap --node --facing front openclaw nodes camera clip --node --duration 3000 openclaw nodes camera clip --node --no-audio ``` 注意事项： - `nodes camera snap` 默认拍摄\*\*两个\*\*方向以给智能体提供两个视角。 - 输出文件是临时的（在操作系统临时目录中），除非你构建自己的包装器。 ## Android 节点 ### 用户设置（默认开启） - Android 设置页 → \*\*相机\*\* → \*\*允许相机\*\*（`camera.enabled`） - 默认：\*\*开启\*\*（缺少键时视为启用）。 - 关闭时：`camera.\*` 命令返回 `CAMERA\_DISABLED`。 ### 权限 - Android 需要运行时权限： - `CAMERA` 用于 `camera.snap` 和 `camera.clip`。 - `RECORD\_AUDIO` 用于 `includeAudio=true` 时的 `camera.clip`。 如果缺少权限，应用会在可能时提示；如果被拒绝，`camera.\*` 请求会失败并返回 `\*\_PERMISSION\_REQUIRED` 错误。 ### 前台要求 与 `canvas.\*` 类似，Android 节点仅允许在\*\*前台\*\*执行 `camera.\*` 命令。后台调用返回 `NODE\_BACKGROUND\_UNAVAILABLE`。 ### 载荷保护 照片会重新压缩以保持 base64 载荷小于 5 MB。 ## macOS 应用 ### 用户设置（默认关闭） macOS 配套应用暴露一个复选框： - \*\*设置 → 通用 → 允许相机\*\*（`openclaw.cameraEnabled`） - 默认：\*\*关闭\*\* - 关闭时：相机请求返回"用户已禁用相机"。 ### CLI 辅助工具（节点调用） 使用主 `openclaw` CLI 在 macOS 节点上调用相机命令。 示例： ```bash openclaw nodes camera list --node # list camera ids openclaw nodes camera snap --node # prints MEDIA: openclaw nodes camera snap --node --max-width 1280 openclaw nodes camera snap --node --delay-ms 2000 openclaw nodes camera snap --node --device-id openclaw nodes camera clip --node --duration 10s # prints MEDIA: openclaw nodes camera clip --node --duration-ms 3000 # prints MEDIA: (legacy flag) openclaw nodes camera clip --node --device-id openclaw nodes camera clip --node --no-audio ``` 注意事项： - `openclaw nodes camera snap` 默认 `maxWidth=1600`，除非被覆盖。 - 在 macOS 上，`camera.snap` 在预热/曝光稳定后等待 `delayMs`（默认 2000ms）再捕获。 - 照片载荷会重新压缩以保持 base64 小于 5 MB。 ## 安全性 + 实际限制 - 相机和麦克风访问会触发通常的操作系统权限提示（并需要 Info.plist 中的使用说明字符串）。 - 视频片段有上限（当前 `<= 60s`）以避免过大的节点载荷（base64 开销 + 消息限制）。 ## macOS 屏幕视频（操作系统级别） 对于\*屏幕\*视频（非相机），使用 macOS 配套应用： ```bash openclaw nodes screen record --node --duration 10s --fps 15 # prints MEDIA: ``` 注意事项： - 需要 macOS \*\*屏幕录制\*\*权限（TCC）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/camera.md | main | opebclaw | [
-0.051448971033096313,
0.04974568635225296,
0.007092074956744909,
-0.08064411580562592,
0.022858429700136185,
-0.0730336606502533,
0.0011313484283164144,
-0.01436676550656557,
0.041479289531707764,
0.0004968837019987404,
0.1402941793203354,
-0.03837721049785614,
0.0822337195277214,
-0.0069704982452094555,
0.03218385949730873,
0.057572878897190094,
-0.08267301321029663,
0.049226220697164536,
-0.04056569188833237,
-0.030740683898329735,
-0.04263382405042648,
-0.07324002683162689,
0.03751300275325775,
-0.07693645358085632,
-0.007345933932811022,
0.08096412569284439,
-0.02902786247432232,
-0.025533488020300865,
0.012768002226948738,
-0.062373846769332886,
0.008092520758509636,
0.06648333370685577,
-0.022185731679201126,
0.0629379004240036,
0.04566942900419235,
0.09178710728883743,
-0.021561352536082268,
-0.041435424238443375,
-0.10027308017015457,
-0.008192879147827625,
0.07473402470350266,
0.022721966728568077,
0.0496508926153183,
-0.048868924379348755,
0.019414378330111504,
-0.0037891212850809097,
-0.04109634831547737,
-0.024950742721557617,
-0.03439076617360115,
-0.08286913484334946,
-0.09342309087514877,
-0.0540430024266243,
-0.09336016327142715,
0.020338650792837143,
-0.005625742953270674,
-0.0348617248237133,
0.022056059911847115,
0.020638464018702507,
0.1262361705303192,
0.10771048814058304,
0.0063148499466478825,
0.041342128068208694,
-0.033388134092092514,
0.02107279933989048,
-0.043622590601444244,
0.005524625536054373,
-0.0001152350814663805,
-0.03209350258111954,
0.004065049812197685,
0.018533319234848022,
-0.008556816726922989,
0.0000769297475926578,
0.027883250266313553,
0.03560340031981468,
-0.05839955434203148,
-0.012622457928955555,
0.04651537537574768,
0.018715158104896545,
-0.09746944159269333,
-0.10299406945705414,
0.07565586268901825,
-0.014072330668568611,
0.03989071771502495,
0.007273551542311907,
-0.015383164398372173,
0.14741137623786926,
-0.13865157961845398,
-0.059967976063489914,
-0.004867422394454479,
0.016214821487665176,
-0.05285736173391342,
-0.04332441836595535,
0.00503286998718977,
0.06021784618496895,
0.006416265852749348,
0.003567647887393832,
0.03703301027417183,
-0.01193149108439684,
-0.06539906561374664,
0.05260361358523369,
0.04798481613397598,
-0.04156196117401123,
-0.043447352945804596,
-0.017328493297100067,
-0.01903124898672104,
0.033246707171201706,
0.010809563100337982,
0.0027632450219243765,
0.03899303451180458,
0.0484171099960804,
-0.04385711997747421,
-0.08918260037899017,
-0.01060907356441021,
-0.09309908002614975,
-0.04845576360821724,
-0.024113092571496964,
0.012807810679078102,
-0.04151058569550514,
0.02556009404361248,
0.054864492267370224,
0.022000117227435112,
-0.04544961079955101,
-0.10609376430511475,
-0.03243330493569374,
0.0030902980361133814,
-0.09202390164136887,
0.0396922267973423,
2.227864117261587e-33,
-0.006363687105476856,
-0.01216881163418293,
0.06546837091445923,
-0.04927531257271767,
0.030896300449967384,
-0.05321415513753891,
-0.02746019884943962,
-0.005783243104815483,
-0.14905862510204315,
-0.0243607796728611,
-0.022749751806259155,
-0.0708962231874466,
-0.11972858756780624,
0.09444203227758408,
0.004849900957196951,
-0.09887107461690903,
0.04426273703575134,
-0.0093507906422019,
0.021943002939224243,
-0.07198072224855423,
-0.022753721103072166,
0.01795131154358387,
-0.032949745655059814,
0.02681204117834568,
-0.051453299820423126,
0.07255212217569351,
0.018068533390760422,
-0.08536172658205032,
0.08019297569990158,
0.010924257338047028,
0.0006724936538375914,
0.008306155912578106,
-0.03367355093359947,
0.05883215367794037,
-0.14727114140987396,
-0.012142243795096874,
-0.05780218541622162,
0.003638720605522394,
-0.04689415544271469,
-0.0035041123628616333,
-0.085538350045681,
0.005057841073721647,
-0.08394503593444824,
0.002240060828626156,
-0.007602741941809654,
-0.05374572426080704,
-0.09200802445411682,
0.0037852765526622534,
0.004293002188205719,
-0.018723852932453156,
-0.045823100954294205,
0.053350578993558884,
-0.01179494522511959,
-0.008631193079054356,
0.012325681746006012,
-0.016486991196870804,
-0.04138397052884102,
0.009388593025505543,
-0.03315877169370651,
0.020961280912160873,
0.04022035002708435,
0.05202736705541611,
-0.013599936850368977,
0.02908347360789776,
0.04555625841021538,
0.04145175218582153,
0.02378525584936142,
-0.07161985337734222,
-0.004756992217153311,
0.009551949799060822,
-0.07498936355113983,
0.001917800516821444,
0.0721522718667984,
0.016718702390789986,
-0.034223929047584534,
0.013574163429439068,
-0.09971224516630173,
-0.03222864866256714,
-0.029917879030108452,
0.008453380316495895,
-0.12734191119670868,
-0.0599249042570591,
0.02483348734676838,
0.01778935082256794,
-0.03018692508339882,
0.03133329376578331,
0.05387348309159279,
-0.07445300370454788,
-0.004351507406681776,
0.05153801664710045,
-0.05285164341330528,
0.013330728746950626,
-0.011604431085288525,
-0.0029422545339912176,
-0.05351090431213379,
-5.886947707947004e-33,
0.01866641640663147,
0.11623098701238632,
-0.05398814380168915,
0.002651914954185486,
-0.05758802965283394,
-0.0424572192132473,
0.03624018281698227,
-0.0038804973009973764,
-0.02671937085688114,
0.04263938218355179,
-0.012653017416596413,
0.03991541638970375,
-0.01263382937759161,
-0.14456287026405334,
0.014190123416483402,
-0.019261706620454788,
0.05392666533589363,
-0.014147501438856125,
-0.05776304379105568,
0.01792004518210888,
-0.018870815634727478,
0.02889404073357582,
-0.03704880550503731,
0.09362053871154785,
0.024158824235200882,
0.028284946456551552,
0.08745325356721878,
0.043286703526973724,
0.02291167341172695,
0.03714704513549805,
-0.007605760358273983,
0.03335796296596527,
-0.0326467789709568,
0.03516499698162079,
0.08181975036859512,
0.009539143182337284,
-0.02068486250936985,
0.046514302492141724,
-0.0340142585337162,
-0.015097233466804028,
0.04730811342597008,
0.008080603554844856,
-0.03482244163751602,
0.014342506416141987,
0.003987998701632023,
0.0010713362134993076,
-0.04133877158164978,
0.06765712797641754,
-0.034096505492925644,
-0.03370385989546776,
0.05670247972011566,
-0.08783285319805145,
-0.0172650758177042,
-0.031821347773075104,
0.10100851953029633,
0.03913349285721779,
0.018841169774532318,
0.017484040930867195,
-0.014944996684789658,
-0.12048157304525375,
0.06343819946050644,
-0.12723462283611298,
-0.052259478718042374,
-0.05322202295064926,
0.020275339484214783,
-0.03491770103573799,
0.024597112089395523,
-0.023906884714961052,
-0.0026036491617560387,
-0.05504031106829643,
0.049287617206573486,
0.06382685154676437,
0.016052447259426117,
0.019227467477321625,
0.036086540669202805,
0.005429257173091173,
-0.018285740166902542,
0.0246021319180727,
-0.02318606898188591,
-0.0012198940385133028,
-0.015666544437408447,
0.12026267498731613,
0.0069557540118694305,
0.10180193930864334,
0.04162951186299324,
-0.029418956488370895,
-0.02330196462571621,
0.06864671409130096,
0.03239243105053902,
0.018069356679916382,
0.012454170733690262,
0.10281918197870255,
0.04086944833397865,
0.044604767113924026,
-0.014416167512536049,
-4.9277893765520275e-8,
-0.033532485365867615,
-0.1007065549492836,
-0.04560154676437378,
-0.03322566673159599,
-0.06669186055660248,
-0.06736531108617783,
0.015762170776724815,
0.0017687163781374693,
0.029113397002220154,
-0.08474958688020706,
0.0679750144481659,
-0.010734829120337963,
-0.03476071357727051,
0.0033140950836241245,
-0.01669444888830185,
0.023782072588801384,
0.03127484396100044,
0.07096012681722641,
0.029368391260504723,
-0.045219786465168,
-0.07586665451526642,
0.00918160192668438,
-0.039344172924757004,
0.02157522924244404,
-0.11265433579683304,
0.007923501543700695,
-0.0735495314002037,
-0.002099340781569481,
-0.016032813116908073,
0.0039561474695801735,
0.013131017796695232,
-0.027007365599274635,
0.07343103736639023,
-0.0010281491558998823,
-0.017797939479351044,
0.04645971953868866,
0.03788364306092262,
-0.035237766802310944,
-0.09238767623901367,
0.00872776098549366,
0.05382503941655159,
-0.07499727606773376,
0.012525963596999645,
-0.015386166051030159,
0.013208645395934582,
-0.026560882106423378,
0.0944717600941658,
0.07122742384672165,
0.020530954003334045,
-0.001594016794115305,
0.02071242406964302,
-0.021800803020596504,
-0.017518674954771996,
-0.02611030824482441,
0.0760720819234848,
-0.05560930073261261,
0.034270696341991425,
-0.050179846584796906,
0.011765877716243267,
0.1061868667602539,
0.012293201871216297,
0.04523523524403572,
0.05395762622356415,
0.02134588360786438
] | 0.134222 |
# 位置命令（节点） ## 简要概述 - `location.get` 是一个节点命令（通过 `node.invoke`）。 - 默认关闭。 - 设置使用选择器：关闭 / 使用时 / 始终。 - 单独的开关：精确位置。 ## 为什么用选择器（而不只是开关） 操作系统权限是多级的。我们可以在应用内暴露选择器，但操作系统仍然决定实际授权。 - iOS/macOS：用户可以在系统提示/设置中选择\*\*使用时\*\*或\*\*始终\*\*。应用可以请求升级，但操作系统可能要求进入设置。 - Android：后台位置是单独的权限；在 Android 10+ 上通常需要进入设置流程。 - 精确位置是单独的授权（iOS 14+ "精确"，Android "精细" vs "粗略"）。 UI 中的选择器驱动我们请求的模式；实际授权存在于操作系统设置中。 ## 设置模型 每个节点设备： - `location.enabledMode`：`off | whileUsing | always` - `location.preciseEnabled`：bool UI 行为： - 选择 `whileUsing` 请求前台权限。 - 选择 `always` 首先确保 `whileUsing`，然后请求后台（或在需要时将用户引导到设置）。 - 如果操作系统拒绝请求的级别，回退到已授予的最高级别并显示状态。 ## 权限映射（node.permissions） 可选。macOS 节点通过权限映射报告 `location`；iOS/Android 可能省略它。 ## 命令：`location.get` 通过 `node.invoke` 调用。 参数（建议）： ```json { "timeoutMs": 10000, "maxAgeMs": 15000, "desiredAccuracy": "coarse|balanced|precise" } ``` 响应负载： ```json { "lat": 48.20849, "lon": 16.37208, "accuracyMeters": 12.5, "altitudeMeters": 182.0, "speedMps": 0.0, "headingDeg": 270.0, "timestamp": "2026-01-03T12:34:56.000Z", "isPrecise": true, "source": "gps|wifi|cell|unknown" } ``` 错误（稳定代码）： - `LOCATION\_DISABLED`：选择器已关闭。 - `LOCATION\_PERMISSION\_REQUIRED`：缺少请求模式的权限。 - `LOCATION\_BACKGROUND\_UNAVAILABLE`：应用在后台但只允许使用时。 - `LOCATION\_TIMEOUT`：在时间内没有定位。 - `LOCATION\_UNAVAILABLE`：系统故障/没有提供商。 ## 后台行为（未来） 目标：模型可以在节点处于后台时请求位置，但仅当： - 用户选择了\*\*始终\*\*。 - 操作系统授予后台位置权限。 - 应用被允许在后台运行以获取位置（iOS 后台模式/Android 前台服务或特殊许可）。 推送触发流程（未来）： 1. Gateway 网关向节点发送推送（静默推送或 FCM 数据）。 2. 节点短暂唤醒并从设备请求位置。 3. 节点将负载转发给 Gateway 网关。 说明： - iOS：需要始终权限 + 后台位置模式。静默推送可能被限流；预期会有间歇性失败。 - Android：后台位置可能需要前台服务；否则预期会被拒绝。 ## 模型/工具集成 - 工具接口：`nodes` 工具添加 `location\_get` 操作（需要节点）。 - CLI：`openclaw nodes location get --node `。 - 智能体指南：仅在用户启用位置并理解范围时调用。 ## UX 文案（建议） - 关闭："位置共享已禁用。" - 使用时："仅当 OpenClaw 打开时。" - 始终："允许后台位置。需要系统权限。" - 精确："使用精确 GPS 位置。关闭以共享大致位置。" | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/location-command.md | main | opebclaw | [
-0.06490705162286758,
0.02402113936841488,
0.01866438053548336,
-0.11296601593494415,
0.014994519762694836,
-0.052935417741537094,
0.021204674616456032,
0.028752394020557404,
-0.00020174682140350342,
-0.05371703952550888,
0.14882120490074158,
-0.09964672476053238,
0.11211992055177689,
-0.01060596201568842,
0.01755223050713539,
0.05602063238620758,
-0.06495604664087296,
0.05888299643993378,
0.004215835127979517,
-0.006267094518989325,
-0.0006246588891372085,
-0.02972271665930748,
-0.003042158903554082,
-0.02145436778664589,
0.05184650793671608,
0.019229087978601456,
-0.019748611375689507,
0.015542983077466488,
-0.014282703399658203,
-0.03634536266326904,
0.010618993081152439,
0.05651109665632248,
0.009519452229142189,
0.07426276057958603,
0.04679477587342262,
0.0418701209127903,
-0.020928768441081047,
-0.062172845005989075,
-0.06099774315953255,
-0.012233098968863487,
0.003711267374455929,
-0.0018565369537100196,
0.03958633542060852,
-0.0568632148206234,
0.0628330409526825,
-0.01317558903247118,
-0.034578289836645126,
0.019682949408888817,
-0.053982000797986984,
-0.04578757658600807,
-0.07332257926464081,
-0.04772581532597542,
-0.03469626232981682,
0.023827610537409782,
-0.03241516277194023,
-0.006323312409222126,
-0.01973959617316723,
0.05969717726111412,
0.10174974799156189,
0.0035136560909450054,
0.015977801755070686,
-0.027704531326889992,
0.007374745327979326,
0.032460812479257584,
-0.07110810279846191,
0.039821870625019073,
-0.07427248358726501,
-0.03285810351371765,
-0.0013606165302917361,
0.029219750314950943,
0.01018150057643652,
-0.01880054362118244,
-0.02553524821996689,
0.02756199985742569,
-0.04500329867005348,
0.0010604559211060405,
0.023031124845147133,
0.026831382885575294,
-0.14309604465961456,
-0.0869075283408165,
-0.013025905005633831,
-0.02755868062376976,
0.03199632838368416,
0.04214753955602646,
-0.07718407362699509,
0.11169641464948654,
-0.08677411824464798,
-0.02137225866317749,
0.03102380968630314,
0.02834363654255867,
-0.017434952780604362,
0.05630797520279884,
-0.039751339703798294,
0.006178857758641243,
-0.009453386068344116,
-0.0290288757532835,
0.03595304861664772,
0.0029143076390028,
-0.05069762095808983,
0.024811789393424988,
0.05071160942316055,
-0.06711579114198685,
-0.0782342404127121,
-0.026758011430501938,
-0.00466024037450552,
-0.02433229237794876,
-0.015706857666373253,
-0.06075042858719826,
0.04800613969564438,
0.0805373564362526,
-0.016751952469348907,
-0.08126483857631683,
-0.03838900104165077,
-0.10494399070739746,
-0.0831722617149353,
0.002209391910582781,
0.048970822244882584,
-0.02473587356507778,
0.03000829555094242,
0.02190708927810192,
0.028696807101368904,
-0.07938035577535629,
-0.1389511227607727,
-0.06307759135961533,
-0.05925820767879486,
-0.05035670846700668,
0.08382795006036758,
4.548075805407742e-33,
-0.01433520670980215,
-0.010598189197480679,
0.03497232124209404,
-0.05191487818956375,
0.04357997700572014,
-0.07235466688871384,
-0.01735513284802437,
0.004427312407642603,
-0.06413590162992477,
-0.0564669631421566,
-0.03499305993318558,
-0.05561758205294609,
-0.1296648532152176,
0.03729553520679474,
-0.02040565200150013,
-0.09902170300483704,
0.03475488722324371,
-0.0024074790999293327,
-0.02143530547618866,
-0.011509577743709087,
-0.017912480980157852,
-0.03610186651349068,
-0.03431905806064606,
-0.0033583773765712976,
-0.05228706821799278,
0.10347401350736618,
0.017280973494052887,
-0.010577474720776081,
0.04127059876918793,
0.009296922944486141,
0.007303321734070778,
-0.023587796837091446,
-0.020549442619085312,
0.034930381923913956,
-0.10605001449584961,
-0.005552926100790501,
0.006946598645299673,
-0.01146499253809452,
-0.019547872245311737,
-0.03567060828208923,
-0.08833038806915283,
-0.04723956063389778,
-0.053634606301784515,
-0.02718122862279415,
0.01828118972480297,
-0.06600843369960785,
-0.07589977979660034,
-0.07360043376684189,
0.03289370611310005,
-0.04767020791769028,
-0.08080289512872696,
0.060226477682590485,
-0.024965068325400352,
-0.042875178158283234,
0.030454764142632484,
-0.03227496147155762,
-0.041268568485975266,
0.029025884345173836,
-0.05810122936964035,
0.050577469170093536,
0.031523626297712326,
0.017855720594525337,
0.052475858479738235,
-0.008757616393268108,
0.03402283787727356,
0.054872121661901474,
0.01252506859600544,
-0.08900326490402222,
-0.020747842267155647,
-0.005149998236447573,
-0.06051792576909065,
-0.011947065591812134,
0.11805985122919083,
0.05534573271870613,
-0.03686325624585152,
0.012300809845328331,
-0.09276825934648514,
-0.03793169930577278,
-0.014150481671094894,
-0.0478036142885685,
-0.11123290657997131,
-0.064816415309906,
-0.003038591705262661,
0.02018486149609089,
-0.004103789571672678,
0.04654833674430847,
0.01894785650074482,
-0.040477994829416275,
-0.02340126223862171,
0.046898409724235535,
-0.14853283762931824,
-0.014624054543673992,
-0.02126215398311615,
-0.044030167162418365,
-0.044479042291641235,
-1.159799444123696e-32,
-0.03935544565320015,
0.06962716579437256,
-0.047555312514305115,
-0.00946770329028368,
-0.06454084813594818,
-0.012875452637672424,
0.011172388680279255,
0.032758355140686035,
-0.0014493751805275679,
0.08976686745882034,
-0.095347099006176,
-0.004187067039310932,
-0.01328358706086874,
-0.055897198617458344,
0.015295055694878101,
0.03482189401984215,
0.06284906715154648,
0.05706530436873436,
-0.028442196547985077,
-0.023376204073429108,
-0.016194170340895653,
0.06439054012298584,
-0.13139577209949493,
0.07876031845808029,
-0.00933762639760971,
0.015710817649960518,
0.062389399856328964,
0.009346390143036842,
-0.004951127804815769,
0.015692995861172676,
-0.04053369536995888,
-0.004726456943899393,
-0.027293868362903595,
0.1258377879858017,
-0.0015629358822479844,
-0.03508256748318672,
-0.00008109547343337908,
0.007346041966229677,
-0.0003053175169043243,
-0.04173877090215683,
0.05162563920021057,
-0.05558575689792633,
-0.012381655164062977,
-0.02846628986299038,
0.0038793657440692186,
-0.01499249879270792,
-0.03225051239132881,
0.06514608860015869,
-0.06162671744823456,
-0.02539905346930027,
0.09334135800600052,
-0.008700301870703697,
-0.047587648034095764,
-0.009998450055718422,
0.03636311739683151,
0.05502082407474518,
-0.023692328482866287,
-0.034453872591257095,
-0.003740365616977215,
-0.19132958352565765,
-0.003687301417812705,
-0.09802144020795822,
-0.03488132730126381,
-0.008106946013867855,
-0.0005682987393811345,
0.013464916497468948,
0.028318893164396286,
-0.026115819811820984,
-0.007077375426888466,
-0.07701133191585541,
0.007450282108038664,
0.0737176463007927,
0.05453013628721237,
-0.0008075195946730673,
0.025110727176070213,
0.045996975153684616,
0.010382038541138172,
0.04835638403892517,
-0.0514238104224205,
-0.027861474081873894,
-0.019975528120994568,
0.11675169318914413,
-0.007739297114312649,
0.12338949739933014,
0.042459260672330856,
0.010482950136065483,
-0.029238594695925713,
0.05042289197444916,
-0.016635321080684662,
0.013848834671080112,
-0.02441893145442009,
0.13121862709522247,
-0.03184618800878525,
0.06615439802408218,
-0.0418398417532444,
-6.066261448722798e-8,
-0.008272903971374035,
-0.07844547182321548,
-0.047711391001939774,
-0.038972556591033936,
-0.010664093308150768,
-0.012921277433633804,
0.048891663551330566,
-0.02478332258760929,
0.03839525207877159,
-0.09639805555343628,
-0.016037417575716972,
-0.0625939816236496,
-0.07339511811733246,
0.005443879868835211,
-0.05336809530854225,
0.0027224549558013678,
-0.007503420580178499,
0.08207199722528458,
0.015795322135090828,
-0.007603840436786413,
-0.05786227062344551,
0.036504629999399185,
-0.005666474811732769,
-0.010221431031823158,
-0.08103330433368683,
0.03642282262444496,
-0.07806244492530823,
0.04015617445111275,
-0.019693521782755852,
-0.00031683550332672894,
0.028375407680869102,
-0.031524550169706345,
0.020882170647382736,
-0.004496328067034483,
0.02279733121395111,
0.048715513199567795,
0.03363560885190964,
-0.000661535479594022,
0.01319936290383339,
0.024815820157527924,
0.004784125369042158,
-0.0934978500008583,
0.012642305344343185,
0.04593111202120781,
0.019854584708809853,
-0.027102777734398842,
0.028345834463834763,
0.0026930312160402536,
0.06585908681154251,
0.022994011640548706,
-0.007746716029942036,
-0.05395428091287613,
-0.028027957305312157,
-0.08471561223268509,
0.03726191818714142,
-0.0031005479395389557,
-0.016571521759033203,
-0.1233404278755188,
0.00806204043328762,
0.13503068685531616,
0.03722762316465378,
0.0902872383594513,
0.026704834774136543,
0.042001400142908096
] | 0.099337 |
# 音频 / 语音消息 — 2026-01-17 ## 已支持的功能 - \*\*媒体理解（音频）\*\*：如果音频理解已启用（或自动检测），OpenClaw 会： 1. 找到第一个音频附件（本地路径或 URL），如有需要则下载。 2. 在发送给每个模型条目之前执行 `maxBytes` 限制。 3. 按顺序运行第一个符合条件的模型条目（提供商或 CLI）。 4. 如果失败或跳过（大小/超时），则尝试下一个条目。 5. 成功后，将 `Body` 替换为 `[Audio]` 块并设置 `{{Transcript}}`。 - \*\*命令解析\*\*：转录成功时，`CommandBody`/`RawBody` 会设置为转录文本，因此斜杠命令仍然有效。 - \*\*详细日志\*\*：在 `--verbose` 模式下，我们会在转录运行和替换正文时记录日志。 ## 自动检测（默认） 如果你\*\*未配置模型\*\*且 `tools.media.audio.enabled` \*\*未\*\*设置为 `false`，OpenClaw 会按以下顺序自动检测，并在找到第一个可用选项时停止： 1. \*\*本地 CLI\*\*（如已安装） - `sherpa-onnx-offline`（需要 `SHERPA\_ONNX\_MODEL\_DIR` 包含 encoder/decoder/joiner/tokens） - `whisper-cli`（来自 `whisper-cpp`；使用 `WHISPER\_CPP\_MODEL` 或内置的 tiny 模型） - `whisper`（Python CLI；自动下载模型） 2. \*\*Gemini CLI\*\*（`gemini`）使用 `read\_many\_files` 3. \*\*提供商密钥\*\*（OpenAI → Groq → Deepgram → Google） 要禁用自动检测，请设置 `tools.media.audio.enabled: false`。 要自定义，请设置 `tools.media.audio.models`。 注意：二进制检测在 macOS/Linux/Windows 上采用尽力而为的方式；请确保 CLI 在 `PATH` 中（我们会展开 `~`），或通过完整命令路径设置显式 CLI 模型。 ## 配置示例 ### 提供商 + CLI 回退（OpenAI + Whisper CLI） ```json5 { tools: { media: { audio: { enabled: true, maxBytes: 20971520, models: [ { provider: "openai", model: "gpt-4o-mini-transcribe" }, { type: "cli", command: "whisper", args: ["--model", "base", "{{MediaPath}}"], timeoutSeconds: 45, }, ], }, }, }, } ``` ### 仅提供商 + 作用域控制 ```json5 { tools: { media: { audio: { enabled: true, scope: { default: "allow", rules: [{ action: "deny", match: { chatType: "group" } }], }, models: [{ provider: "openai", model: "gpt-4o-mini-transcribe" }], }, }, }, } ``` ### 仅提供商（Deepgram） ```json5 { tools: { media: { audio: { enabled: true, models: [{ provider: "deepgram", model: "nova-3" }], }, }, }, } ``` ## 注意事项与限制 - 提供商认证遵循标准的模型认证顺序（认证配置文件、环境变量、`models.providers.\*.apiKey`）。 - 当使用 `provider: "deepgram"` 时，Deepgram 会读取 `DEEPGRAM\_API\_KEY`。 - Deepgram 设置详情：[Deepgram（音频转录）](/providers/deepgram)。 - 音频提供商可以通过 `tools.media.audio` 覆盖 `baseUrl`、`headers` 和 `providerOptions`。 - 默认大小限制为 20MB（`tools.media.audio.maxBytes`）。超大音频会跳过该模型并尝试下一个条目。 - 音频的默认 `maxChars` \*\*未设置\*\*（完整转录文本）。设置 `tools.media.audio.maxChars` 或每个条目的 `maxChars` 来裁剪输出。 - OpenAI 自动检测默认使用 `gpt-4o-mini-transcribe`；设置 `model: "gpt-4o-transcribe"` 可获得更高准确度。 - 使用 `tools.media.audio.attachments` 处理多条语音消息（`mode: "all"` + `maxAttachments`）。 - 转录文本可在模板中通过 `{{Transcript}}` 使用。 - CLI 标准输出有上限（5MB）；请保持 CLI 输出简洁。 ## 常见陷阱 - 作用域规则采用首次匹配优先。`chatType` 会被规范化为 `direct`、`group` 或 `room`。 - 确保你的 CLI 以退出码 0 退出并输出纯文本；JSON 格式需要通过 `jq -r .text` 进行转换。 - 保持合理的超时时间（`timeoutSeconds`，默认 60 秒），以避免阻塞回复队列。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/audio.md | main | opebclaw | [
-0.059023305773735046,
-0.0002618175931274891,
0.03198632225394249,
-0.10584329068660736,
0.020202353596687317,
-0.04539106786251068,
0.018414417281746864,
-0.004959285259246826,
0.029115749523043633,
-0.05362844839692116,
0.09979797899723053,
-0.08210791647434235,
0.019568778574466705,
-0.007712721824645996,
0.03925127163529396,
0.009410512633621693,
-0.015763314440846443,
0.07103528082370758,
-0.04968325048685074,
0.014983879402279854,
0.022828565910458565,
0.04132805019617081,
0.085808165371418,
0.009070564061403275,
-0.03260320797562599,
0.02512846142053604,
-0.01816706918179989,
0.0366244800388813,
0.025260930880904198,
-0.0878826454281807,
0.010461857542395592,
0.09226057678461075,
0.042539458721876144,
0.011085137724876404,
0.020510613918304443,
0.03474986553192139,
0.058156438171863556,
-0.06293130666017532,
-0.058072444051504135,
0.03231670334935188,
-0.08979281783103943,
0.03082367405295372,
0.04242277145385742,
-0.07703328877687454,
0.004717601463198662,
0.0360649973154068,
-0.13080129027366638,
-0.05083352327346802,
-0.10400547832250595,
-0.058415792882442474,
-0.09801246225833893,
-0.026621514931321144,
0.007538578938692808,
0.03549348935484886,
0.00009419004345545545,
0.01246564369648695,
-0.004114787559956312,
-0.015912223607301712,
0.11694440990686417,
-0.017574606463313103,
0.04121312499046326,
0.0021312956232577562,
0.03783471882343292,
-0.008680191822350025,
-0.026152707636356354,
-0.03765076398849487,
0.01946878246963024,
-0.015719763934612274,
-0.011019464582204819,
0.044645149260759354,
-0.057974886149168015,
0.02212979830801487,
-0.034997545182704926,
0.030595581978559494,
-0.026594877243041992,
-0.05112114176154137,
0.02392832562327385,
-0.00027504938771016896,
-0.11959707736968994,
-0.0924256443977356,
-0.06294858455657959,
-0.05235768482089043,
0.07848338037729263,
-0.01996934786438942,
-0.08123496919870377,
0.14674995839595795,
-0.08882269263267517,
-0.04813912510871887,
-0.0285316351801157,
-0.005247987806797028,
-0.021897586062550545,
-0.011735781095921993,
-0.021714074537158012,
0.07889609783887863,
0.008409504778683186,
-0.03265776112675667,
0.007512346841394901,
0.009509580209851265,
0.02956029400229454,
0.0217216145247221,
0.0439576655626297,
-0.053177475929260254,
0.0008903119014576077,
0.0023616363760083914,
-0.005900481250137091,
-0.05987903103232384,
-0.00981203280389309,
0.04200165346264839,
0.04962869733572006,
0.03688027709722519,
0.036635737866163254,
-0.08735189586877823,
-0.006081402767449617,
-0.08737415820360184,
-0.05395510420203209,
0.01284768246114254,
0.03687068447470665,
-0.06238305941224098,
0.011728630401194096,
-0.00478818453848362,
0.05136280134320259,
0.01981016807258129,
-0.11355449259281158,
-0.022320441901683807,
-0.0637952983379364,
-0.0019539950881153345,
0.11063840985298157,
1.1296097369903057e-32,
0.028702780604362488,
-0.014765753410756588,
0.03220457583665848,
-0.056201327592134476,
0.041902292519807816,
-0.08040554076433182,
-0.014442525804042816,
-0.01911795698106289,
-0.062391940504312515,
0.040764566510915756,
-0.03414558619260788,
0.012820039875805378,
-0.10892747342586517,
-0.021998899057507515,
-0.04163648188114166,
-0.06906425952911377,
-0.018708480522036552,
0.024676663801074028,
-0.027606995776295662,
-0.012883012183010578,
0.036423031240701675,
0.03880758211016655,
0.02436729148030281,
-0.029700256884098053,
0.005993707571178675,
0.08872658759355545,
0.04532051831483841,
-0.10572275519371033,
0.015685884281992912,
0.027698390185832977,
-0.0028429743833839893,
-0.052625346928834915,
0.014560513198375702,
0.014940012246370316,
-0.06117599457502365,
0.01729527860879898,
0.01449619885534048,
0.03527919203042984,
-0.0874674990773201,
-0.017151717096567154,
-0.019216684624552727,
-0.05399850755929947,
-0.07574868202209473,
-0.03484965115785599,
-0.01153468620032072,
-0.03389638662338257,
-0.06942936033010483,
0.03968457132577896,
0.025055712088942528,
-0.05311203747987747,
-0.07897288352251053,
0.0640910416841507,
-0.003854757873341441,
0.038763344287872314,
0.0504695400595665,
-0.05942840129137039,
0.01030674483627081,
-0.06231909617781639,
-0.04241040721535683,
0.014644788578152657,
0.05069252848625183,
0.07130344212055206,
0.07976682484149933,
-0.007628482300788164,
0.04389739781618118,
0.033434949815273285,
0.005951928906142712,
-0.038884177803993225,
0.0008088993490673602,
-0.06829620897769928,
-0.08810169249773026,
-0.015396767295897007,
0.04040016606450081,
0.020807622000575066,
-0.008774972520768642,
-0.049183692783117294,
-0.028881914913654327,
-0.02813345193862915,
0.05500330775976181,
-0.04491697624325752,
-0.0389498695731163,
0.023600781336426735,
-0.0001184808716061525,
0.03065194934606552,
-0.06277227401733398,
0.055171698331832886,
0.0639038160443306,
-0.07247784733772278,
-0.02832636795938015,
0.017109837383031845,
-0.17597675323486328,
-0.023491166532039642,
-0.008493287488818169,
-0.05472186952829361,
-0.06469903886318207,
-1.5235777706943493e-32,
0.04921682924032211,
0.09709792584180832,
-0.026355313137173653,
0.04688284918665886,
-0.033865202218294144,
0.0037825051695108414,
0.08844231814146042,
0.10511679947376251,
-0.015159876085817814,
0.01974770799279213,
0.009466971270740032,
-0.03775100037455559,
-0.02970878593623638,
-0.04507674276828766,
0.026952898129820824,
0.0021147942170500755,
0.05139469727873802,
-0.0027505611069500446,
-0.013603230938315392,
0.00013278938422445208,
0.0038499326910823584,
-0.015259391628205776,
-0.1217389851808548,
0.0161125585436821,
-0.06906860321760178,
0.05525556579232216,
0.08517932891845703,
0.0022527328692376614,
-0.021207837387919426,
-0.0294344462454319,
0.039735209196805954,
0.006880161818116903,
-0.0630619004368782,
0.05764536187052727,
-0.03655242547392845,
-0.053420670330524445,
-0.028059862554073334,
0.061669159680604935,
-0.015505518764257431,
-0.03543996065855026,
0.015254518948495388,
0.000030088383937254548,
-0.005775661673396826,
-0.03578057140111923,
-0.021099228411912918,
-0.0062814694829285145,
-0.08417419344186783,
0.005607184022665024,
-0.08111774176359177,
-0.03732512891292572,
0.07452092319726944,
-0.08466486632823944,
0.058046188205480576,
-0.049349889159202576,
0.015250257216393948,
0.035271573811769485,
-0.04610154405236244,
-0.06950660794973373,
-0.027827881276607513,
-0.09514404833316803,
0.06820054352283478,
-0.006817199289798737,
-0.07462796568870544,
0.017529746517539024,
0.0055439043790102005,
0.047883667051792145,
-0.009139757603406906,
-0.0029120321851223707,
0.014277729205787182,
-0.09839235246181488,
0.017188552767038345,
0.022411929443478584,
0.06018912047147751,
-0.01873076520860195,
0.005432458594441414,
0.0205847155302763,
-0.048627495765686035,
-0.023398203775286674,
-0.04440678656101227,
0.05752059444785118,
-0.0651913732290268,
0.02246812917292118,
0.05050100386142731,
0.1194283664226532,
0.025444041937589645,
0.013664579950273037,
-0.0412166528403759,
0.06795477122068405,
-0.021408768370747566,
0.01799658127129078,
-0.02156762033700943,
0.12054549902677536,
0.000011426812307036016,
0.056256409734487534,
0.041542526334524155,
-6.753086978505962e-8,
-0.05868251994252205,
-0.09645014256238937,
-0.06848493963479996,
-0.06448949128389359,
-0.060707539319992065,
-0.0019026633817702532,
0.02798566408455372,
-0.03477701544761658,
0.0027329400181770325,
-0.06351042538881302,
-0.03278712183237076,
0.010988916270434856,
-0.02737809717655182,
0.05764809623360634,
-0.11998355388641357,
0.03666277974843979,
-0.06412654370069504,
0.0015464199241250753,
-0.000002945458618341945,
-0.12919634580612183,
-0.017887797206640244,
0.019536618143320084,
0.0973253920674324,
-0.04460493475198746,
-0.07711366564035416,
0.04456036537885666,
-0.1078445315361023,
0.01931067928671837,
-0.07035893946886063,
-0.051108989864587784,
0.013888193294405937,
-0.005111659411340952,
0.018107229843735695,
0.007471901830285788,
0.037455666810274124,
0.005240462254732847,
0.014733853749930859,
-0.0035568184684962034,
-0.08703185617923737,
0.011306438595056534,
0.04621513560414314,
-0.0906374529004097,
-0.02027032896876335,
0.03698797896504402,
0.10324671119451523,
-0.07674261927604675,
0.09328984469175339,
-0.00135022250469774,
0.01867268979549408,
0.032902274280786514,
-0.018920322880148888,
-0.007836195640265942,
0.03609424829483032,
0.009419740177690983,
0.03740750253200531,
0.03388557955622673,
-0.02356015518307686,
0.02088610827922821,
0.007235687226057053,
0.12777772545814514,
0.019139543175697327,
0.04359549283981323,
-0.002617505146190524,
0.03371012210845947
] | 0.076268 |
# Talk 模式 Talk 模式是一个连续的语音对话循环： 1. 监听语音 2. 将转录文本发送到模型（main 会话，chat.send） 3. 等待响应 4. 通过 ElevenLabs 朗读（流式播放） ## 行为（macOS） - Talk 模式启用时显示\*\*常驻悬浮窗\*\*。 - \*\*监听 → 思考 → 朗读\*\*阶段转换。 - \*\*短暂停顿\*\*（静音窗口）后，当前转录文本被发送。 - 回复被\*\*写入 WebChat\*\*（与打字相同）。 - \*\*语音中断\*\*（默认开启）：如果用户在助手朗读时开始说话，我们会停止播放并记录中断时间戳供下一个提示使用。 ## 回复中的语音指令 助手可以在回复前添加\*\*单行 JSON\*\* 来控制语音： ```json { "voice": "", "once": true } ``` 规则： - 仅适用于第一个非空行。 - 未知键会被忽略。 - `once: true` 仅适用于当前回复。 - 没有 `once` 时，该语音成为 Talk 模式的新默认值。 - JSON 行在 TTS 播放前会被移除。 支持的键： - `voice` / `voice\_id` / `voiceId` - `model` / `model\_id` / `modelId` - `speed`、`rate`（WPM）、`stability`、`similarity`、`style`、`speakerBoost` - `seed`、`normalize`、`lang`、`output\_format`、`latency\_tier` - `once` ## 配置（`~/.openclaw/openclaw.json`） ```json5 { talk: { voiceId: "elevenlabs\_voice\_id", modelId: "eleven\_v3", outputFormat: "mp3\_44100\_128", apiKey: "elevenlabs\_api\_key", interruptOnSpeech: true, }, } ``` 默认值： - `interruptOnSpeech`：true - `voiceId`：回退到 `ELEVENLABS\_VOICE\_ID` / `SAG\_VOICE\_ID`（或当 API 密钥可用时使用第一个 ElevenLabs 语音） - `modelId`：未设置时默认为 `eleven\_v3` - `apiKey`：回退到 `ELEVENLABS\_API\_KEY`（或 Gateway 网关 shell profile（如果可用）） - `outputFormat`：macOS/iOS 上默认为 `pcm\_44100`，Android 上默认为 `pcm\_24000`（设置 `mp3\_\*` 以强制 MP3 流式传输） ## macOS UI - 菜单栏切换：\*\*Talk\*\* - 配置标签页：\*\*Talk Mode\*\* 组（voice id + 中断开关） - 悬浮窗： - \*\*监听\*\*：云朵随麦克风电平脉动 - \*\*思考\*\*：下沉动画 - \*\*朗读\*\*：辐射圆环 - 点击云朵：停止朗读 - 点击 X：退出 Talk 模式 ## 注意事项 - 需要语音 + 麦克风权限。 - 使用 `chat.send` 针对会话键 `main`。 - TTS 使用带有 `ELEVENLABS\_API\_KEY` 的 ElevenLabs 流式 API，并在 macOS/iOS/Android 上进行增量播放以降低延迟。 - `eleven\_v3` 的 `stability` 验证为 `0.0`、`0.5` 或 `1.0`；其他模型接受 `0..1`。 - 设置时 `latency\_tier` 验证为 `0..4`。 - Android 支持 `pcm\_16000`、`pcm\_22050`、`pcm\_24000` 和 `pcm\_44100` 输出格式，用于低延迟 AudioTrack 流式传输。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/talk.md | main | opebclaw | [
-0.06436359137296677,
-0.00587694114074111,
0.025272957980632782,
-0.06510002166032791,
-0.005502040963619947,
-0.03315556421875954,
0.0824337899684906,
-0.03145567700266838,
0.016840646043419838,
-0.007805633824318647,
0.174934521317482,
-0.06949272006750107,
0.03803197294473648,
0.02854747138917446,
0.08001136034727097,
0.027257205918431282,
-0.053875915706157684,
0.015379464253783226,
-0.04712643846869469,
-0.002054954180493951,
-0.0032245644833892584,
0.00008005617564776912,
0.040474388748407364,
0.02157154306769371,
0.0020251728128641844,
0.016709301620721817,
0.0012174352305009961,
0.038295820355415344,
0.030207134783267975,
-0.0425901934504509,
-0.04632927104830742,
0.10949213802814484,
0.033926527947187424,
0.07816312462091446,
0.10716168582439423,
0.011763366870582104,
0.05412236601114273,
-0.010769467800855637,
-0.010694042779505253,
0.032431475818157196,
-0.06137224659323692,
-0.01723962090909481,
0.0438399501144886,
-0.007579002063721418,
0.023144785314798355,
0.00029992940835654736,
-0.07653224468231201,
0.019936155527830124,
-0.096942238509655,
-0.05601054057478905,
-0.05816571041941643,
-0.023502996191382408,
-0.002978585660457611,
0.10554982721805573,
0.024898676201701164,
0.008920225314795971,
-0.060149792581796646,
0.022976577281951904,
0.07982634007930756,
-0.02155996300280094,
-0.048396918922662735,
-0.009254606440663338,
0.004895764868706465,
-0.02833443321287632,
-0.07083366811275482,
0.06475459039211273,
-0.044095925986766815,
0.021314570680260658,
-0.005577359814196825,
0.08352663367986679,
-0.06142037734389305,
0.0063324845395982265,
-0.029986152425408363,
0.02000579982995987,
-0.029158081859350204,
0.0342947393655777,
0.050097860395908356,
0.008494238369166851,
-0.08394758403301239,
-0.10355812311172485,
-0.035940393805503845,
-0.02917172946035862,
0.09360320121049881,
0.021732259541749954,
-0.04953834041953087,
-0.010739335790276527,
-0.11430183053016663,
-0.05312363803386688,
0.02560115046799183,
0.010017684660851955,
-0.03665708750486374,
0.02705448865890503,
0.02557927556335926,
0.048524390906095505,
-0.02754577249288559,
-0.06776677072048187,
0.037447474896907806,
0.03238455951213837,
0.0015741141978651285,
0.0011906151194125414,
0.026175465434789658,
-0.04060247913002968,
-0.04127384349703789,
-0.08647573739290237,
-0.007119817193597555,
-0.07009361684322357,
-0.010811727494001389,
-0.04360551759600639,
0.10386314243078232,
0.0548766553401947,
-0.07614844292402267,
-0.08818352222442627,
-0.04126989096403122,
-0.11854242533445358,
-0.01777767390012741,
0.013159241527318954,
0.035707227885723114,
0.005390557460486889,
0.06869315356016159,
-0.008524246513843536,
0.06005437672138214,
-0.033064987510442734,
-0.06986171752214432,
-0.06316343694925308,
-0.06582516431808472,
-0.04847855120897293,
0.1395774930715561,
6.856997237656234e-33,
0.03772488236427307,
0.032104313373565674,
-0.10125667601823807,
-0.04166464880108833,
0.07275775820016861,
-0.050317585468292236,
0.006647299975156784,
-0.030106883496046066,
-0.047888025641441345,
-0.03434426337480545,
-0.03205762803554535,
0.005718008615076542,
-0.06835618615150452,
0.0030538253486156464,
-0.03197858855128288,
-0.02285696007311344,
0.03981376439332962,
0.03169768676161766,
0.036137569695711136,
0.00676904758438468,
0.06707960367202759,
0.045222874730825424,
0.02271156944334507,
-0.020207293331623077,
0.002648338209837675,
0.07339201122522354,
0.025666620582342148,
-0.04769410192966461,
0.024786124005913734,
0.01912224292755127,
0.010582955554127693,
-0.041149530559778214,
-0.024100806564092636,
0.04709868133068085,
-0.05256563797593117,
0.011461050249636173,
-0.0018169084796682,
-0.007470534648746252,
-0.0005727758980356157,
0.004420795943588018,
-0.07323005050420761,
-0.07376330345869064,
-0.026670176535844803,
-0.0599227249622345,
0.043293118476867676,
-0.046321600675582886,
-0.11060166358947754,
-0.07323216646909714,
0.07297150045633316,
-0.050080884248018265,
-0.08817737549543381,
0.021929971873760223,
-0.029366688802838326,
0.08240365982055664,
0.033004503697156906,
-0.0633203536272049,
-0.07855735719203949,
0.006409203168004751,
-0.016537200659513474,
0.007979209534823895,
0.020757807418704033,
0.005860826466232538,
-0.03248390927910805,
0.00549762649461627,
0.08135540038347244,
0.019972234964370728,
-0.031079404056072235,
-0.06273312121629715,
-0.02703019417822361,
-0.08834625035524368,
-0.08129335939884186,
0.021249108016490936,
0.042964234948158264,
0.0005568187334574759,
-0.04760384187102318,
-0.06297211349010468,
-0.06437747180461884,
0.03804382309317589,
0.03192410245537758,
-0.018655352294445038,
-0.08345607668161392,
-0.02624550834298134,
-0.03320235759019852,
-0.0021241686772555113,
-0.060198839753866196,
0.04873410239815712,
0.05782138556241989,
0.0060834093019366264,
-0.018908411264419556,
0.04646875336766243,
-0.11823931336402893,
-0.02259596437215805,
0.004126648884266615,
-0.002425850136205554,
-0.01846233755350113,
-1.0826576273509834e-32,
0.011622708290815353,
0.09542419016361237,
-0.04865346476435661,
0.048397909849882126,
-0.06742068380117416,
-0.015351368114352226,
0.12352191656827927,
0.0640806332230568,
0.027175934985280037,
0.013192943297326565,
-0.02563602663576603,
-0.05656713619828224,
-0.036355070769786835,
-0.016455739736557007,
0.0008736003073863685,
0.035886604338884354,
0.031024981290102005,
0.044954895973205566,
-0.022701818495988846,
-0.022882916033267975,
0.03542577475309372,
-0.0017503988929092884,
-0.19130726158618927,
0.025188470259308815,
-0.002034304663538933,
-0.022546635940670967,
0.05729171633720398,
-0.014917203225195408,
0.03092053160071373,
0.025970270857214928,
-0.014243812300264835,
0.026025447994470596,
-0.0469672828912735,
0.10198013484477997,
-0.01978796347975731,
-0.05660896748304367,
-0.001138641033321619,
0.04723149538040161,
-0.04306250810623169,
0.029504666104912758,
0.09791398793458939,
-0.034876007586717606,
-0.060215651988983154,
0.017107438296079636,
-0.0024275807663798332,
0.061759527772665024,
-0.05553055182099342,
-0.0006107499357312918,
-0.08200904726982117,
0.015211456455290318,
0.10848161578178406,
-0.03997248038649559,
-0.0016108541749417782,
-0.04214438050985336,
-0.013959118165075779,
0.021368570625782013,
0.02362435683608055,
-0.10265273600816727,
-0.057747919112443924,
-0.10027452558279037,
0.009286699816584587,
-0.04510326683521271,
0.019406456500291824,
-0.016525520011782646,
0.052053775638341904,
0.003309129271656275,
-0.03288806974887848,
0.004612775985151529,
0.07075313478708267,
-0.0813068300485611,
0.0373951680958271,
0.0243766438215971,
0.018731603398919106,
-0.055441997945308685,
0.03889274597167969,
0.0038545369170606136,
-0.010151301510632038,
0.06665746867656708,
-0.00015678141789976507,
0.009666996076703072,
0.014889388345181942,
0.08844588696956635,
0.04402414336800575,
0.09453196823596954,
-0.008325394243001938,
0.028914086520671844,
0.004538192413747311,
0.10116351395845413,
-0.040236055850982666,
-0.026934847235679626,
0.004952712915837765,
0.002687855390831828,
0.039852041751146317,
0.08869325369596481,
0.007533148396760225,
-5.405105341083072e-8,
-0.07048453390598297,
-0.13138295710086823,
-0.06380155682563782,
-0.05984184518456459,
0.03482821211218834,
0.018932469189167023,
-0.013161720708012581,
-0.01157206017524004,
0.04490772634744644,
-0.05809174105525017,
-0.04438629001379013,
0.02778332121670246,
-0.09227240830659866,
0.00006658198253717273,
-0.08722803741693497,
-0.0002180643059546128,
-0.03216574713587761,
-0.021327806636691093,
0.02242027036845684,
-0.0480596125125885,
-0.04848456010222435,
0.014351106248795986,
-0.0030766797717660666,
-0.00017031193419825286,
-0.05309104174375534,
0.08218567073345184,
-0.04556751623749733,
0.05757802724838257,
-0.08153831213712692,
-0.06184137240052223,
-0.011446143500506878,
-0.03747490420937538,
-0.017896942794322968,
0.016714122146368027,
0.007365107536315918,
-0.0005333169247023761,
-0.00265537784434855,
-0.05380692705512047,
-0.00853779073804617,
0.04973072558641434,
0.041096031665802,
-0.1222180724143982,
-0.041558366268873215,
0.0008695269352756441,
0.10471945255994797,
-0.03591448813676834,
-0.01645200327038765,
-0.04714706912636757,
0.01439838670194149,
-0.03036229871213436,
-0.060154203325510025,
-0.03876600041985512,
0.05072324350476265,
-0.02896532230079174,
-0.02924925461411476,
0.013195576146245003,
0.028822965919971466,
-0.03398793190717697,
0.030000166967511177,
0.11912011355161667,
0.03315780311822891,
0.07267271727323532,
0.01021474041044712,
0.029158473014831543
] | 0.065442 |
# 语音唤醒（全局唤醒词） OpenClaw 将\*\*唤醒词作为单一全局列表\*\*，由 \*\*Gateway 网关\*\*拥有。 - \*\*没有\*\*每节点的自定义唤醒词。 - \*\*任何节点/应用 UI 都可以编辑\*\*列表；更改由 Gateway 网关持久化并广播给所有人。 - 每个设备仍保留自己的\*\*语音唤醒启用/禁用\*\*开关（本地用户体验 + 权限不同）。 ## 存储（Gateway 网关主机） 唤醒词存储在 Gateway 网关机器上： - `~/.openclaw/settings/voicewake.json` 结构： ```json { "triggers": ["openclaw", "claude", "computer"], "updatedAtMs": 1730000000000 } ``` ## 协议 ### 方法 - `voicewake.get` → `{ triggers: string[] }` - `voicewake.set`，参数 `{ triggers: string[] }` → `{ triggers: string[] }` 注意事项： - 触发词会被规范化（修剪空格、删除空值）。空列表回退到默认值。 - 为安全起见会强制执行限制（数量/长度上限）。 ### 事件 - `voicewake.changed` 载荷 `{ triggers: string[] }` 接收者： - 所有 WebSocket 客户端（macOS 应用、WebChat 等） - 所有已连接的节点（iOS/Android），以及节点连接时作为初始"当前状态"推送。 ## 客户端行为 ### macOS 应用 - 使用全局列表来控制 `VoiceWakeRuntime` 触发器。 - 在语音唤醒设置中编辑"触发词"会调用 `voicewake.set`，然后依赖广播保持其他客户端同步。 ### iOS 节点 - 使用全局列表进行 `VoiceWakeManager` 触发检测。 - 在设置中编辑唤醒词会调用 `voicewake.set`（通过 Gateway 网关 WS），同时保持本地唤醒词检测的响应性。 ### Android 节点 - 在设置中暴露唤醒词编辑器。 - 通过 Gateway 网关 WS 调用 `voicewake.set`，使编辑在所有地方同步。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/voicewake.md | main | opebclaw | [
-0.08535551279783249,
0.027256540954113007,
-0.03242909163236618,
-0.06068909913301468,
-0.04692381992936134,
-0.06117125228047371,
0.02434338629245758,
-0.06394894421100616,
0.05495341494679451,
-0.08222565054893494,
0.10923483222723007,
-0.05796486884355545,
0.016038803383708,
-0.060840170830488205,
0.05015397071838379,
0.07651861757040024,
-0.06584115326404572,
0.0006554469000548124,
-0.03902512416243553,
-0.1035703718662262,
-0.04401589184999466,
0.009733320213854313,
0.05500699579715729,
-0.010205646976828575,
-0.06921647489070892,
-0.00047301885206252337,
-0.02847212925553322,
0.05690475180745125,
-0.009745517745614052,
-0.01997213624417782,
-0.007855216972529888,
0.05752461403608322,
0.0018110541859641671,
0.011782331392168999,
0.10349677503108978,
0.03761289641261101,
0.024004194885492325,
-0.045967940241098404,
-0.015383436344563961,
0.005531757604330778,
0.0029058032669126987,
-0.007288244087249041,
0.058336205780506134,
-0.02687833085656166,
0.010009164921939373,
-0.013823801651597023,
-0.06912010908126831,
-0.02657134085893631,
-0.03629600629210472,
-0.005410356447100639,
-0.06783685833215714,
-0.03325080871582031,
0.007150337565690279,
-0.052834540605545044,
0.009101754054427147,
0.012985934503376484,
0.007481435779482126,
0.008277191780507565,
0.05050976946949959,
-0.002898357342928648,
-0.0023859974462538958,
0.04199155047535896,
-0.0192144513130188,
0.014463878236711025,
-0.10505075007677078,
-0.001453816657885909,
-0.08212315291166306,
-0.03168366849422455,
-0.005497662350535393,
-0.014961556531488895,
-0.033445093780756,
-0.019582528620958328,
0.007449348922818899,
0.028177954256534576,
-0.035232897847890854,
-0.030976897105574608,
0.03867166489362717,
-0.03839445486664772,
-0.061096977442502975,
-0.07104147225618362,
0.023486686870455742,
-0.04075610265135765,
0.07172401249408722,
0.023436086252331734,
-0.0033695900347083807,
0.10176809132099152,
-0.07079272717237473,
-0.044576387852430344,
0.06957291811704636,
0.016629653051495552,
-0.005833118222653866,
-0.07155445963144302,
0.08556114137172699,
0.059944894164800644,
0.005117781460285187,
0.013587944209575653,
0.03434281423687935,
-0.03322780877351761,
-0.10334347933530807,
0.07461868971586227,
0.0019490739796310663,
-0.04226214811205864,
0.010687518864870071,
0.012115159071981907,
-0.034753065556287766,
0.018207253888249397,
-0.009841065853834152,
0.09215439856052399,
0.037457577884197235,
0.015406585298478603,
-0.016336867585778236,
-0.03930428624153137,
0.030041838064789772,
-0.12815503776073456,
-0.07450657337903976,
0.023373713716864586,
-0.04611552879214287,
-0.06318561732769012,
0.00012362690176814795,
0.037016212940216064,
0.04399331659078598,
0.019482966512441635,
-0.12708346545696259,
-0.0343620702624321,
0.01636546291410923,
-0.041814569383859634,
0.12307072430849075,
3.653997006224218e-33,
0.033058978617191315,
0.045293159782886505,
-0.015150335617363453,
-0.05073896422982216,
0.0935591608285904,
-0.110470250248909,
0.01761995255947113,
0.010860705748200417,
-0.11088280379772186,
0.013838832266628742,
-0.01477139350026846,
-0.010416069068014622,
-0.09004717320203781,
-0.023877045139670372,
0.0027391519397497177,
-0.050136495381593704,
-0.01709381863474846,
-0.0082881273701787,
0.03260936215519905,
-0.043627653270959854,
0.04120684787631035,
-0.01241455040872097,
0.042647868394851685,
0.012393037788569927,
0.01372589822858572,
0.06922116130590439,
0.02011151798069477,
0.008950723335146904,
0.025646992027759552,
0.05417245998978615,
0.013650922104716301,
-0.019663769751787186,
-0.043425120413303375,
-0.009763450361788273,
-0.08351057767868042,
0.022548329085111618,
-0.025056255981326103,
-0.06069382280111313,
-0.05453507974743843,
-0.015218820422887802,
-0.04127393290400505,
-0.004000257235020399,
-0.0929008200764656,
-0.027064474299550056,
-0.002965610008686781,
-0.057329922914505005,
-0.0976560115814209,
-0.04529576003551483,
0.0634986087679863,
-0.021437352523207664,
-0.08022695034742355,
0.0464312918484211,
-0.039057232439517975,
0.04976888373494148,
0.018475087359547615,
-0.04965183138847351,
-0.00866283942013979,
0.006861901842057705,
0.017045345157384872,
-0.046349965035915375,
0.045590344816446304,
-0.00919308327138424,
0.021747518330812454,
0.014538214541971684,
0.09627646952867508,
-0.016201434656977654,
0.0032508596777915955,
-0.00018952439131680876,
-0.01564509980380535,
-0.08028598129749298,
-0.06780953705310822,
-0.031030770391225815,
0.09334470331668854,
0.06520506739616394,
-0.09720362722873688,
-0.04242545738816261,
-0.08782947063446045,
-0.008042138069868088,
0.05947655811905861,
-0.04435334354639053,
-0.014550117775797844,
-0.03677799180150032,
-0.03138713911175728,
0.06467393785715103,
0.028912995010614395,
0.03476594761013985,
0.027502642944455147,
-0.05022715777158737,
-0.034085437655448914,
0.11234372854232788,
-0.10249911993741989,
0.011911517940461636,
-0.0029547291342169046,
0.014861240051686764,
-0.08156967163085938,
-8.351633896622957e-33,
-0.05030154809355736,
0.019616078585386276,
-0.06712844967842102,
-0.012956789694726467,
-0.06137434393167496,
-0.05666440352797508,
0.09788815677165985,
0.04976402968168259,
0.052004486322402954,
0.08506712317466736,
-0.027910985052585602,
0.06402969360351562,
0.0600006990134716,
-0.07575809210538864,
0.04737343639135361,
0.002010114723816514,
0.031693246215581894,
0.06353683769702911,
-0.03521458059549332,
0.0791529044508934,
0.024943027645349503,
-0.007768975105136633,
-0.14669719338417053,
0.029697703197598457,
-0.006666960660368204,
0.02906261757016182,
0.07445181161165237,
-0.008540833368897438,
-0.04046974703669548,
0.020189980044960976,
-0.04011860862374306,
0.04470658674836159,
-0.07229789346456528,
0.11347872763872147,
0.0049011241644620895,
-0.04615511745214462,
0.009471009485423565,
0.012186183594167233,
-0.037346627563238144,
-0.014542353339493275,
0.054008543491363525,
0.02887631766498089,
-0.0680217444896698,
-0.002257769228890538,
0.0006661549559794366,
0.05228423699736595,
-0.05589783936738968,
0.0032240548171103,
-0.06362451612949371,
-0.07862942665815353,
0.07451105862855911,
-0.01838841661810875,
0.04414983466267586,
-0.010360419750213623,
0.006842514034360647,
0.050041381269693375,
0.03633221238851547,
-0.13039496541023254,
0.002250444144010544,
-0.08993813395500183,
0.008111805655062199,
-0.04499273747205734,
-0.05758184939622879,
0.03996100276708603,
0.046990539878606796,
-0.02204841561615467,
-0.015658339485526085,
0.026018178090453148,
0.047202520072460175,
-0.12471721321344376,
0.022010818123817444,
0.02332376316189766,
0.0002536709071137011,
-0.06868258863687515,
-0.01930292882025242,
0.005094929598271847,
-0.009845535270869732,
0.017884161323308945,
-0.049115899950265884,
0.03204652667045593,
0.02861117571592331,
-0.0015121691394597292,
0.04444681480526924,
0.0453425794839859,
0.03603176400065422,
-0.010497117415070534,
-0.008268707431852818,
0.08571028709411621,
0.009023770689964294,
0.04610637575387955,
-0.027242343872785568,
0.06490188091993332,
0.026718469336628914,
0.02526838704943657,
0.006381560117006302,
-5.035808925413221e-8,
-0.10427963733673096,
-0.06927846372127533,
-0.08213461935520172,
-0.030722182244062424,
-0.015237338840961456,
-0.045769792050123215,
-0.010682777501642704,
-0.055646706372499466,
0.006320350803434849,
-0.06346284598112106,
0.07764261215925217,
0.03661991283297539,
-0.09430887550115585,
0.07025337964296341,
-0.09940960258245468,
0.04523491859436035,
-0.10315926373004913,
0.053977370262145996,
0.015219021588563919,
-0.08120393753051758,
-0.0012236619368195534,
0.03624308854341507,
0.04591157287359238,
-0.057073045521974564,
-0.06073180213570595,
-0.0014367700787261128,
-0.10772032290697098,
0.017848055809736252,
-0.046828486025333405,
-0.04535062611103058,
-0.06860067695379257,
-0.01674226112663746,
0.03102313168346882,
-0.01297605037689209,
-0.028618663549423218,
0.03767136484384537,
0.0756579041481018,
-0.04941831901669502,
-0.006649576127529144,
-0.04081334173679352,
0.11680853366851807,
-0.04911654442548752,
-0.04830799624323845,
0.017943665385246277,
0.06958206743001938,
0.008037452585995197,
0.036233969032764435,
0.019195066764950752,
0.07775403559207916,
-0.024034008383750916,
-0.018054457381367683,
-0.027122804895043373,
0.08532243221998215,
-0.012841169722378254,
0.05141807347536087,
0.031071895733475685,
0.004114026203751564,
-0.027913866564631462,
0.014733606018126011,
0.10283733904361725,
0.06526141613721848,
0.0635816752910614,
0.030803723260760307,
-0.01927986927330494
] | 0.091752 |
# 节点 \*\*节点\*\*是一个配套设备（macOS/iOS/Android/无头），它以 `role: "node"` 连接到 Gateway 网关 \*\*WebSocket\*\*（与操作员相同的端口），并通过 `node.invoke` 暴露命令接口（例如 `canvas.\*`、`camera.\*`、`system.\*`）。协议详情：[Gateway 网关协议](/gateway/protocol)。 旧版传输：[Bridge 协议](/gateway/bridge-protocol)（TCP JSONL；当前节点已弃用/移除）。 macOS 也可以在\*\*节点模式\*\*下运行：菜单栏应用连接到 Gateway 网关的 WS 服务器，并将其本地 canvas/camera 命令作为节点暴露（因此 `openclaw nodes …` 可以针对这台 Mac 工作）。 注意事项： - 节点是\*\*外围设备\*\*，不是 Gateway 网关。它们不运行 Gateway 网关服务。 - Telegram/WhatsApp 等消息落在 \*\*Gateway 网关\*\*上，而不是节点上。 ## 配对 + 状态 \*\*WS 节点使用设备配对。\*\* 节点在 `connect` 期间呈现设备身份；Gateway 网关 为 `role: node` 创建设备配对请求。通过设备 CLI（或 UI）批准。 快速 CLI： ```bash openclaw devices list openclaw devices approve openclaw devices reject openclaw nodes status openclaw nodes describe --node ``` 注意事项： - 当节点的设备配对角色包含 `node` 时，`nodes status` 将节点标记为\*\*已配对\*\*。 - `node.pair.\*`（CLI：`openclaw nodes pending/approve/reject`）是一个单独的 Gateway 网关拥有的 节点配对存储；它\*\*不会\*\*限制 WS `connect` 握手。 ## 远程节点主机（system.run） 当你的 Gateway 网关在一台机器上运行而你希望命令 在另一台机器上执行时，使用\*\*节点主机\*\*。模型仍然与 \*\*Gateway 网关\*\*通信；当选择 `host=node` 时，Gateway 网关 将 `exec` 调用转发到\*\*节点主机\*\*。 ### 什么在哪里运行 - \*\*Gateway 网关主机\*\*：接收消息，运行模型，路由工具调用。 - \*\*节点主机\*\*：在节点机器上执行 `system.run`/`system.which`。 - \*\*批准\*\*：通过 `~/.openclaw/exec-approvals.json` 在节点主机上执行。 ### 启动节点主机（前台） 在节点机器上： ```bash openclaw node run --host --port 18789 --display-name "Build Node" ``` ### 通过 SSH 隧道访问远程 Gateway 网关（loopback 绑定） 如果 Gateway 网关绑定到 loopback（`gateway.bind=loopback`，本地模式下的默认值）， 远程节点主机无法直接连接。创建 SSH 隧道并将 节点主机指向隧道的本地端。 示例（节点主机 -> Gateway 网关主机）： ```bash # 终端 A（保持运行）：转发本地 18790 -> Gateway 网关 127.0.0.1:18789 ssh -N -L 18790:127.0.0.1:18789 user@gateway-host # 终端 B：导出 Gateway 网关令牌并通过隧道连接 export OPENCLAW\_GATEWAY\_TOKEN="" openclaw node run --host 127.0.0.1 --port 18790 --display-name "Build Node" ``` 注意事项： - 令牌是 Gateway 网关配置中的 `gateway.auth.token`（Gateway 网关主机上的 `~/.openclaw/openclaw.json`）。 - `openclaw node run` 读取 `OPENCLAW\_GATEWAY\_TOKEN` 进行认证。 ### 启动节点主机（服务） ```bash openclaw node install --host --port 18789 --display-name "Build Node" openclaw node restart ``` ### 配对 + 命名 在 Gateway 网关主机上： ```bash openclaw nodes pending openclaw nodes approve openclaw nodes list ``` 命名选项： - 在 `openclaw node run` / `openclaw node install` 上使用 `--display-name`（持久化在节点上的 `~/.openclaw/node.json` 中）。 - `openclaw nodes rename --node --name "Build Node"`（Gateway 网关覆盖）。 ### 将命令加入允许列表 Exec 批准是\*\*每个节点主机\*\*的。从 Gateway 网关添加允许列表条目： ```bash openclaw approvals allowlist add --node "/usr/bin/uname" openclaw approvals allowlist add --node "/usr/bin/sw\_vers" ``` 批准存储在节点主机的 `~/.openclaw/exec-approvals.json` 中。 ### 将 exec 指向节点 配置默认值（Gateway 网关配置）： ```bash openclaw config set tools.exec.host node openclaw config set tools.exec.security allowlist openclaw config set tools.exec.node "" ``` 或按会话： ``` /exec host=node security=allowlist node= ``` 设置后，任何带有 `host=node` 的 `exec` 调用都会在节点主机上运行（受 节点允许列表/批准约束）。 相关： - [节点主机 CLI](/cli/node) - [Exec 工具](/tools/exec) - [Exec 批准](/tools/exec-approvals) ## 调用命令 低级（原始 RPC）： ```bash openclaw nodes invoke --node --command canvas.eval --params '{"javaScript":"location.href"}' ``` 对于常见的"给智能体一个 MEDIA 附件"工作流，存在更高级的辅助工具。 ## 截图（canvas 快照） 如果节点正在显示 Canvas（WebView），`canvas.snapshot` 返回 `{ format, base64 }`。 CLI 辅助工具（写入临时文件并打印 `MEDIA:`）： ```bash openclaw nodes canvas snapshot --node --format png openclaw nodes canvas snapshot --node --format jpg --max-width 1200 --quality 0.9 ``` ### Canvas 控制 ```bash openclaw nodes canvas present --node --target https://example.com openclaw nodes canvas hide --node openclaw nodes canvas navigate https://example.com --node openclaw nodes canvas eval --node --js "document.title" ``` 注意事项： - `canvas present` 接受 URL 或本地文件路径（`--target`），以及可选的 `--x/--y/--width/--height` 用于定位。 - `canvas eval` 接受内联 JS（`--js`）或位置参数。 ### A2UI（Canvas） ```bash openclaw nodes canvas a2ui push --node --text "Hello" openclaw nodes canvas a2ui push --node --jsonl ./payload.jsonl openclaw nodes canvas a2ui reset --node ``` 注意事项： - 仅支持 A2UI v0.8 JSONL（v0.9/createSurface 被拒绝）。 ## 照片 + 视频（节点相机） 照片（`jpg`）： ```bash openclaw nodes camera list --node openclaw nodes camera snap --node # 默认：两个朝向（2 个 MEDIA 行） openclaw nodes camera snap --node --facing front ``` 视频片段（`mp4`）： ```bash openclaw nodes camera clip --node --duration 10s openclaw nodes camera clip --node --duration 3000 --no-audio ``` 注意事项： - 节点必须处于\*\*前台\*\*才能使用 `canvas.\*` 和 `camera.\*`（后台调用返回 `NODE\_BACKGROUND\_UNAVAILABLE`）。 - 片段时长被限制（当前 `<= 60s`）以避免过大的 base64 负载。 - Android 会在可能时提示 `CAMERA`/`RECORD\_AUDIO` 权限；权限被拒绝会以 `\*\_PERMISSION\_REQUIRED` 失败。 ## 屏幕录制（节点） 节点暴露 `screen.record`（mp4）。示例： ```bash openclaw nodes screen record --node --duration 10s --fps 10 openclaw nodes screen record --node --duration 10s --fps 10 --no-audio ``` 注意事项： - `screen.record` 需要节点应用处于前台。 - Android 会在录制前显示系统屏幕捕获提示。 - 屏幕录制被限制为 `<= 60s`。 - `--no-audio` 禁用麦克风捕获（iOS/Android 支持；macOS 使用系统捕获音频）。 - 当有多个屏幕可用时，使用 `--screen ` 选择显示器。 ## 位置（节点） 当在设置中启用位置时，节点暴露 `location.get`。 CLI 辅助工具： ```bash openclaw nodes location get --node openclaw nodes location get --node --accuracy precise --max-age 15000 --location-timeout 10000 ``` 注意事项： - 位置\*\*默认关闭\*\*。 - "始终"需要系统权限；后台获取是尽力而为的。 - 响应包括纬度/经度、精度（米）和时间戳。 ## 短信（Android | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/index.md | main | opebclaw | [
-0.10340391099452972,
0.04652491956949234,
0.003141539404168725,
-0.0857541635632515,
0.011286220513284206,
-0.08499857038259506,
0.025719480589032173,
0.03321988880634308,
0.04081963747739792,
-0.003707642201334238,
0.09534123539924622,
-0.05655383691191673,
0.05000016465783119,
-0.005559058859944344,
0.041558437049388885,
0.06392575055360794,
-0.00607654731720686,
0.011710486374795437,
0.02644621767103672,
0.010998665355145931,
-0.058157168328762054,
-0.08669351041316986,
0.006225305609405041,
-0.06562376022338867,
-0.007562680169939995,
0.017297867685556412,
0.01338905468583107,
-0.0029115010984241962,
-0.012320633046329021,
-0.02600771002471447,
-0.03096153773367405,
0.0826265960931778,
-0.06842832267284393,
0.06339222192764282,
0.012400118634104729,
0.0878744125366211,
0.0553768016397953,
-0.07095430046319962,
-0.09575796127319336,
-0.00745963491499424,
0.018605981022119522,
0.042968522757291794,
0.03181590139865875,
-0.007846302352845669,
0.061590831726789474,
0.002874445402994752,
-0.0439782477915287,
-0.034725822508335114,
-0.06229480355978012,
-0.05699039623141289,
-0.08732157200574875,
-0.05058545246720314,
-0.003558848286047578,
0.06715511530637741,
0.01191471703350544,
-0.0055337813682854176,
-0.05230264738202095,
0.036612071096897125,
0.10065575689077377,
0.02857549861073494,
0.02291380800306797,
0.004553661216050386,
-0.022046074271202087,
0.05943407863378525,
-0.08798377960920334,
0.014110302552580833,
-0.023139746859669685,
-0.021932655945420265,
-0.026577288284897804,
0.028524082154035568,
-0.004952516872435808,
-0.017165645956993103,
-0.007217386271804571,
0.005735738202929497,
-0.015277042984962463,
-0.022342577576637268,
0.04630674049258232,
0.00958973728120327,
-0.11964450031518936,
-0.060692161321640015,
0.01186487264931202,
0.013410107232630253,
-0.058731336146593094,
0.09387201070785522,
-0.06367863714694977,
0.10813052207231522,
-0.09689468890428543,
-0.04796014353632927,
0.01103173941373825,
0.03391299769282341,
-0.06498222798109055,
-0.0316663533449173,
-0.039158303290605545,
0.02320115454494953,
0.040182992815971375,
-0.040267881006002426,
0.04029164835810661,
0.02586735039949417,
-0.07660537958145142,
0.03072902373969555,
0.02204182557761669,
-0.0415654331445694,
0.0023300456814467907,
0.012954647652804852,
-0.003959436435252428,
0.0056418608874082565,
-0.05793081223964691,
0.05070854350924492,
0.07179111242294312,
0.06590345501899719,
-0.04593290388584137,
-0.04157755523920059,
-0.036062855273485184,
-0.04626717418432236,
-0.06932637840509415,
0.058375634253025055,
-0.04174863547086716,
-0.032196011394262314,
0.019112104550004005,
0.07289894670248032,
0.09856901317834854,
0.006923688109964132,
-0.10616683959960938,
-0.04355631768703461,
-0.04504546895623207,
-0.06420791894197464,
0.12563863396644592,
2.1445465470432417e-33,
-0.013740439899265766,
-0.03475360944867134,
0.009478814899921417,
-0.03974641114473343,
0.13414257764816284,
-0.050632305443286896,
0.02931053563952446,
0.008642630651593208,
-0.09851112216711044,
0.009497201070189476,
-0.05040918290615082,
-0.028978552669286728,
-0.07820231467485428,
0.011011430993676186,
0.0003441561129875481,
-0.055479150265455246,
-0.020341893658041954,
-0.03173571079969406,
0.04806087911128998,
0.0028362011071294546,
0.0338502898812294,
-0.05158933997154236,
-0.020039210096001625,
0.010263655334711075,
-0.03485514223575592,
0.09237460792064667,
-0.00012668872659560293,
-0.02168702892959118,
0.04173170030117035,
0.03790420666337013,
0.022546790540218353,
-0.0071998643688857555,
-0.005881394725292921,
0.043777745217084885,
-0.11351294070482254,
-0.04071306064724922,
0.008180336095392704,
-0.05463869497179985,
-0.05655413866043091,
-0.013240384869277477,
-0.09579233080148697,
-0.045309435576200485,
-0.11690780520439148,
-0.03513447940349579,
0.014441445469856262,
-0.12070483714342117,
-0.15024521946907043,
-0.01230316050350666,
0.02044331096112728,
0.04687018319964409,
-0.09710884839296341,
0.010800974443554878,
0.01050324272364378,
-0.020346589386463165,
0.0016553240129724145,
-0.04413719102740288,
-0.037514135241508484,
0.03687494248151779,
-0.09027881175279617,
-0.018829284235835075,
0.009042345918715,
0.02907848358154297,
0.02158478833734989,
0.03987356275320053,
0.07593830674886703,
0.06247624382376671,
-0.0022676363587379456,
-0.027958374470472336,
-0.04144493117928505,
-0.05751645937561989,
-0.12344545871019363,
-0.00044090006849728525,
0.028849711641669273,
0.07791588455438614,
-0.0391654334962368,
0.02753506228327751,
-0.08174259215593338,
0.030883559957146645,
0.019351104274392128,
0.000027927524570259266,
-0.14045663177967072,
-0.02471337839961052,
0.025127887725830078,
0.04647986218333244,
0.0046342359855771065,
0.04934612661600113,
0.054871566593647,
-0.04473918303847313,
-0.042533040046691895,
0.13938292860984802,
-0.08275171369314194,
0.028470497578382492,
-0.011578690260648727,
0.005280154757201672,
-0.05688503012061119,
-7.456753557228966e-33,
-0.021723449230194092,
0.06742879748344421,
-0.08479000627994537,
-0.0015941016608849168,
-0.02059398777782917,
-0.043177176266908646,
0.04643942788243294,
-0.011596284806728363,
0.046771641820669174,
0.08415476232767105,
0.003746975911781192,
0.02552570402622223,
-0.014935135841369629,
-0.05675673857331276,
0.02810792252421379,
-0.04276444390416145,
0.02523980103433132,
-0.03402291610836983,
-0.09781933575868607,
0.019595859572291374,
0.006239079870283604,
0.049111779779195786,
-0.07272980362176895,
0.011144725605845451,
-0.0003116473089903593,
0.03540576249361038,
0.0714946836233139,
0.02172490768134594,
-0.043690092861652374,
0.0009012834052555263,
-0.013448297046124935,
0.002849974436685443,
-0.008187083527445793,
0.09756526350975037,
0.0730736181139946,
0.022296251729130745,
0.03738224878907204,
0.04426828399300575,
0.011682295240461826,
-0.027251947671175003,
0.0989876538515091,
-0.037487126886844635,
-0.042028509080410004,
-0.012854479253292084,
-0.005754404701292515,
0.014253821223974228,
-0.08211585134267807,
0.01886400207877159,
-0.05279650539159775,
-0.07190781086683273,
0.03768111392855644,
0.04007646068930626,
0.0031127312686294317,
-0.005974900908768177,
0.03852448984980583,
0.0861416831612587,
0.057350415736436844,
-0.021237369626760483,
0.007256546523422003,
-0.1341889500617981,
0.11125772446393967,
-0.07829844206571579,
-0.056677550077438354,
0.016822900623083115,
0.0036772629246115685,
-0.014291894622147083,
-0.052329204976558685,
-0.007161050569266081,
0.0032203157898038626,
-0.05684482678771019,
0.028772469609975815,
0.08313021808862686,
0.03108721785247326,
0.01076830830425024,
0.04569755122065544,
-0.028814075514674187,
-0.005888472776859999,
0.005964997690171003,
0.008037243038415909,
-0.007233295124024153,
-0.031314555555582047,
0.07895157486200333,
0.030407976359128952,
0.08110228925943375,
0.008316703140735626,
-0.04477589949965477,
-0.045454371720552444,
0.08885680139064789,
0.017272023484110832,
-0.03600364178419113,
-0.003326778532937169,
0.05751039460301399,
-0.06629587709903717,
0.0432940311729908,
-0.02314748987555504,
-4.986828727737702e-8,
-0.07806384563446045,
-0.0771065503358841,
-0.10864879190921783,
-0.02783624269068241,
-0.030576899647712708,
-0.020580628886818886,
-0.00033139289007522166,
-0.03654797747731209,
0.043259937316179276,
-0.0320906825363636,
0.01623525284230709,
0.0025108896661549807,
-0.061090800911188126,
-0.024044174700975418,
-0.0073262485675513744,
0.013146838173270226,
-0.02331439033150673,
0.024838393554091454,
0.028988653793931007,
-0.06024951487779617,
0.0062093548476696014,
-0.04695507884025574,
-0.003906629513949156,
0.015552569180727005,
-0.08770648390054703,
-0.018975509330630302,
-0.046293582767248154,
0.024242527782917023,
-0.07195080071687698,
-0.04432356730103493,
-0.04776233062148094,
-0.0224669948220253,
0.022370031103491783,
0.04318144544959068,
-0.0030471798963844776,
0.05107252299785614,
-0.01527454610913992,
-0.013562535867094994,
0.01058368943631649,
0.021773982793092728,
-0.026661613956093788,
-0.07069176435470581,
-0.033447105437517166,
0.028326377272605896,
0.015321681275963783,
0.0437973216176033,
0.06209859251976013,
0.06786230206489563,
0.02971077896654606,
0.018433306366205215,
0.003285056911408901,
-0.06282489001750946,
0.045811016112565994,
-0.055729225277900696,
0.0035268962383270264,
0.03165094554424286,
0.07168585807085037,
-0.13411293923854828,
-0.07571005821228027,
0.0358155257999897,
-0.008524616248905659,
0.09858731180429459,
0.03017439693212509,
0.016812331974506378
] | 0.158952 |
- Android 会在录制前显示系统屏幕捕获提示。 - 屏幕录制被限制为 `<= 60s`。 - `--no-audio` 禁用麦克风捕获（iOS/Android 支持；macOS 使用系统捕获音频）。 - 当有多个屏幕可用时，使用 `--screen ` 选择显示器。 ## 位置（节点） 当在设置中启用位置时，节点暴露 `location.get`。 CLI 辅助工具： ```bash openclaw nodes location get --node openclaw nodes location get --node --accuracy precise --max-age 15000 --location-timeout 10000 ``` 注意事项： - 位置\*\*默认关闭\*\*。 - "始终"需要系统权限；后台获取是尽力而为的。 - 响应包括纬度/经度、精度（米）和时间戳。 ## 短信（Android 节点） 当用户授予 \*\*SMS\*\* 权限且设备支持电话功能时，Android 节点可以暴露 `sms.send`。 低级调用： ```bash openclaw nodes invoke --node --command sms.send --params '{"to":"+15555550123","message":"Hello from OpenClaw"}' ``` 注意事项： - 在能力被广播之前，必须在 Android 设备上接受权限提示。 - 没有电话功能的纯 Wi-Fi 设备不会广播 `sms.send`。 ## 系统命令（节点主机 / mac 节点） macOS 节点暴露 `system.run`、`system.notify` 和 `system.execApprovals.get/set`。 无头节点主机暴露 `system.run`、`system.which` 和 `system.execApprovals.get/set`。 示例： ```bash openclaw nodes run --node -- echo "Hello from mac node" openclaw nodes notify --node --title "Ping" --body "Gateway ready" ``` 注意事项： - `system.run` 在负载中返回 stdout/stderr/退出码。 - `system.notify` 遵守 macOS 应用上的通知权限状态。 - `system.run` 支持 `--cwd`、`--env KEY=VAL`、`--command-timeout` 和 `--needs-screen-recording`。 - `system.notify` 支持 `--priority ` 和 `--delivery `。 - macOS 节点会丢弃 `PATH` 覆盖；无头节点主机仅在 `PATH` 前置到节点主机 PATH 时才接受它。 - 在 macOS 节点模式下，`system.run` 受 macOS 应用中的 exec 批准限制（设置 → Exec 批准）。 Ask/allowlist/full 的行为与无头节点主机相同；被拒绝的提示返回 `SYSTEM\_RUN\_DENIED`。 - 在无头节点主机上，`system.run` 受 exec 批准限制（`~/.openclaw/exec-approvals.json`）。 ## Exec 节点绑定 当有多个节点可用时，你可以将 exec 绑定到特定节点。 这设置了 `exec host=node` 的默认节点（可以按智能体覆盖）。 全局默认： ```bash openclaw config set tools.exec.node "node-id-or-name" ``` 按智能体覆盖： ```bash openclaw config get agents.list openclaw config set agents.list[0].tools.exec.node "node-id-or-name" ``` 取消设置以允许任何节点： ```bash openclaw config unset tools.exec.node openclaw config unset agents.list[0].tools.exec.node ``` ## 权限映射 节点可能在 `node.list` / `node.describe` 中包含 `permissions` 映射，按权限名称（例如 `screenRecording`、`accessibility`）键入，值为布尔值（`true` = 已授予）。 ## 无头节点主机（跨平台） OpenClaw 可以运行\*\*无头节点主机\*\*（无 UI），它连接到 Gateway 网关 WebSocket 并暴露 `system.run` / `system.which`。这在 Linux/Windows 上或在服务器旁运行最小节点时很有用。 启动它： ```bash openclaw node run --host --port 18789 ``` 注意事项： - 仍然需要配对（Gateway 网关会显示节点批准提示）。 - 节点主机将其节点 id、令牌、显示名称和 Gateway 网关连接信息存储在 `~/.openclaw/node.json` 中。 - Exec 批准通过 `~/.openclaw/exec-approvals.json` 在本地执行 （参见 [Exec 批准](/tools/exec-approvals)）。 - 在 macOS 上，当配套应用 exec 主机可达时，无头节点主机优先使用它， 如果应用不可用则回退到本地执行。设置 `OPENCLAW\_NODE\_EXEC\_HOST=app` 要求 使用应用，或设置 `OPENCLAW\_NODE\_EXEC\_FALLBACK=0` 禁用回退。 - 当 Gateway 网关 WS 使用 TLS 时，添加 `--tls` / `--tls-fingerprint`。 ## Mac 节点模式 - macOS 菜单栏应用作为节点连接到 Gateway 网关 WS 服务器（因此 `openclaw nodes …` 可以针对这台 Mac 工作）。 - 在远程模式下，应用为 Gateway 网关端口打开 SSH 隧道并连接到 `localhost`。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/index.md | main | opebclaw | [
0.006508758757263422,
0.025487812235951424,
-0.006266951560974121,
-0.10721157491207123,
0.00980426650494337,
-0.10436658561229706,
-0.0043032499961555,
-0.04519150033593178,
-0.009672555141150951,
-0.07023455202579498,
0.13041162490844727,
-0.13524746894836426,
0.07721841335296631,
-0.04244282841682434,
-0.0102118831127882,
0.01560950931161642,
0.023658588528633118,
0.011101244017481804,
0.001225692918524146,
-0.03245207294821739,
0.0008083483553491533,
0.06681221723556519,
0.020783545449376106,
-0.01930089481174946,
0.027930056676268578,
0.03350258991122246,
-0.03890002891421318,
-0.031573548913002014,
0.00021731189917773008,
-0.01730467937886715,
0.03615953400731087,
0.09367311000823975,
0.015826430171728134,
0.04398656263947487,
0.07288560271263123,
0.030309999361634254,
-0.02553827129304409,
-0.07518535852432251,
-0.1041576936841011,
0.0008371432195417583,
-0.00352283613756299,
0.04352873936295509,
0.024858808144927025,
-0.07418395578861237,
-0.03411920741200447,
-0.0642327070236206,
-0.07741270214319229,
-0.06336706876754761,
-0.020657585933804512,
-0.03010684996843338,
-0.11777020990848541,
-0.0726565271615982,
-0.024586200714111328,
-0.04944953694939613,
-0.03916667401790619,
0.0657726526260376,
-0.02470562793314457,
0.05863571912050247,
0.1032351404428482,
0.010556516237556934,
0.07139318436384201,
-0.016809007152915,
-0.03100128285586834,
0.04604097455739975,
-0.041769761592149734,
-0.007572863716632128,
-0.03402493894100189,
-0.03600258007645607,
-0.005545781925320625,
0.008001375943422318,
-0.0033882707357406616,
0.05174553766846657,
0.025347527116537094,
0.03126617148518562,
-0.047071997076272964,
-0.012611713260412216,
0.04380626603960991,
-0.0018988403026014566,
-0.1343918889760971,
-0.10825564712285995,
-0.019147329032421112,
-0.07177715748548508,
-0.042648881673812866,
-0.0036410705652087927,
-0.04175494983792305,
0.14529749751091003,
-0.024822115898132324,
0.03027714416384697,
-0.02448601834475994,
0.02902323566377163,
-0.08662568032741547,
-0.022897198796272278,
-0.07510819286108017,
0.005429498385637999,
0.01880514807999134,
0.009562385268509388,
-0.024334290996193886,
0.018443481996655464,
-0.05294503644108772,
0.059583548456430435,
0.05873817950487137,
-0.031036168336868286,
-0.050746332854032516,
-0.006807762663811445,
-0.055691055953502655,
-0.019288893789052963,
-0.08441701531410217,
0.047725070267915726,
0.038068465888500214,
0.08962880074977875,
0.008334880694746971,
-0.07625514268875122,
-0.003405060386285186,
-0.11174291372299194,
-0.04512643441557884,
0.06376288086175919,
0.012311862781643867,
-0.015139293856918812,
0.04596219211816788,
0.05266865715384483,
0.06457904726266861,
-0.027670199051499367,
-0.12066370993852615,
-0.033619917929172516,
0.02125529758632183,
-0.02768884412944317,
0.1184433251619339,
5.245642438518504e-33,
0.009411881677806377,
-0.08056055009365082,
-0.019271498546004295,
-0.04001006484031677,
0.08828941732645035,
-0.04480979964137077,
-0.04777991399168968,
0.033291108906269073,
-0.023203423246741295,
0.02064327336847782,
-0.010277330875396729,
-0.00684443861246109,
-0.08781040459871292,
-0.06663640588521957,
-0.008193552494049072,
-0.07925593107938766,
0.039316125214099884,
0.022868724539875984,
-0.032942406833171844,
-0.027341529726982117,
0.024917880073189735,
-0.09123466908931732,
-0.04684401676058769,
0.006409704685211182,
0.021947896108031273,
0.08783232420682907,
0.031387872993946075,
-0.02112915925681591,
0.032777734100818634,
0.028431525453925133,
0.02386234700679779,
-0.04359344393014908,
-0.005701588466763496,
0.004341972526162863,
-0.05211636796593666,
-0.01829708181321621,
-0.04102742671966553,
0.016667841002345085,
-0.012984667904675007,
-0.0867813304066658,
-0.1261165589094162,
-0.016807835549116135,
-0.06692955642938614,
-0.037498824298381805,
0.05383426696062088,
-0.08083387464284897,
-0.09438575804233551,
-0.01966640166938305,
-0.023992471396923065,
0.03466453775763512,
0.012554805725812912,
0.037612978368997574,
-0.006430629640817642,
-0.01878405176103115,
0.022837255150079727,
-0.021719956770539284,
-0.008076068945229053,
0.010266106575727463,
-0.05561501532793045,
0.022903328761458397,
0.042673852294683456,
0.05227857455611229,
0.023818427696824074,
-0.028712255880236626,
0.033173125237226486,
0.036681484431028366,
0.055214595049619675,
-0.02421610802412033,
-0.010200918652117252,
0.014818055555224419,
-0.03364419564604759,
-0.047587163746356964,
0.11974821984767914,
0.06849437952041626,
-0.06660440564155579,
-0.010503227822482586,
-0.07075075805187225,
-0.05008119344711304,
-0.02218521758913994,
-0.036742936819791794,
-0.04281167313456535,
-0.0403277687728405,
0.007755315396934748,
0.0017969005275517702,
0.02570066601037979,
0.05829555541276932,
0.011023562401533127,
-0.061630088835954666,
-0.029223604127764702,
0.1269194483757019,
-0.14243736863136292,
0.05894790589809418,
-0.03199075907468796,
-0.0532698780298233,
-0.04120990261435509,
-1.0295077237469506e-32,
-0.03079649806022644,
0.12105224281549454,
-0.02286422625184059,
-0.033581044524908066,
-0.017023013904690742,
-0.019569147378206253,
0.01803170144557953,
0.04511592909693718,
0.029053404927253723,
0.05634574964642525,
-0.09976839274168015,
0.016039233654737473,
-0.045252833515405655,
-0.06176858767867088,
0.00950806774199009,
-0.0019164110999554396,
0.05785442888736725,
-0.022471409291028976,
-0.06558433920145035,
0.051431238651275635,
-0.06108317896723747,
0.05797933414578438,
-0.0745018795132637,
0.049146536737680435,
0.02851169928908348,
0.004538400564342737,
0.05838479846715927,
0.030549276620149612,
-0.017595311626791954,
-0.060550641268491745,
-0.02625933662056923,
0.010115345939993858,
-0.04254700616002083,
0.05838359147310257,
0.05555273965001106,
0.0038823504000902176,
0.0037847906351089478,
0.04628552868962288,
-0.002848503878340125,
-0.014757251366972923,
0.05789422616362572,
0.033130791038274765,
-0.057906877249479294,
-0.04634937271475792,
-0.007583803962916136,
0.01109847892075777,
-0.016776395961642265,
0.028138933703303337,
-0.1052749902009964,
-0.0552213229238987,
0.09633790701627731,
0.004623909015208483,
0.0195950698107481,
-0.0036126405466347933,
0.05995055288076401,
0.07899779826402664,
-0.025019453838467598,
-0.06533519923686981,
-0.03443978354334831,
-0.1326705813407898,
0.07252176105976105,
-0.10832427442073822,
-0.08665108680725098,
0.05102908983826637,
0.006613300647586584,
0.015318957157433033,
-0.009999865666031837,
-0.012902061454951763,
-0.045601729303598404,
-0.04311603307723999,
0.03038070909678936,
0.043908048421144485,
-0.013706113211810589,
-0.014172486029565334,
-0.03336910158395767,
0.060225196182727814,
-0.05597640201449394,
-0.005563521757721901,
-0.06521985679864883,
0.014843733981251717,
0.013954018242657185,
0.11049999296665192,
0.02652478590607643,
0.05783914402127266,
0.04529235139489174,
0.029329052194952965,
-0.020819665864109993,
0.025045253336429596,
-0.015408127568662167,
0.04264554753899574,
-0.05424436181783676,
0.09252374619245529,
0.006551959551870823,
0.025587353855371475,
-0.04997049272060394,
-5.572305639134356e-8,
-0.0739128440618515,
-0.031677037477493286,
-0.041229043155908585,
-0.035458244383335114,
-0.003592944471165538,
-0.02454090118408203,
0.049830108880996704,
-0.017441052943468094,
0.02791513502597809,
-0.07039564102888107,
0.015123430639505386,
-0.060509320348501205,
-0.05114294961094856,
0.07541682571172714,
-0.017351482063531876,
-0.007315719034522772,
-0.011157714761793613,
0.036169297993183136,
0.008230406790971756,
-0.031425364315509796,
0.013398846611380577,
0.04373423755168915,
0.015751326456665993,
0.03316526114940643,
-0.08229565620422363,
-0.016602111980319023,
-0.022069159895181656,
0.06064959242939949,
-0.021162938326597214,
0.014479311183094978,
-0.04257489740848541,
-0.033135171979665756,
0.04441605508327484,
-0.019631998613476753,
0.008396719582378864,
0.023135175928473473,
-0.01175987720489502,
0.032046642154455185,
-0.015020505525171757,
0.014738603495061398,
-0.035695984959602356,
-0.04808615520596504,
-0.006010240875184536,
0.0326644591987133,
-0.02799133211374283,
-0.03966568410396576,
0.09488987177610397,
-0.019769901409745216,
0.03994441777467728,
0.02630435861647129,
-0.03949698060750961,
-0.015492620877921581,
-0.04215671867132187,
-0.066131092607975,
0.06109742447733879,
0.03108617290854454,
0.04274708405137062,
-0.10324212163686752,
-0.052814897149801254,
0.12215785682201385,
-0.027209240943193436,
0.10172513127326965,
0.010023889131844044,
0.049974340945482254
] | 0.11625 |
# 媒体理解（入站）— 2026-01-17 OpenClaw 可以在回复流程运行之前\*\*摘要入站媒体\*\*（图片/音频/视频）。它会自动检测本地工具或提供商密钥是否可用，并且可以禁用或自定义。如果理解关闭，模型仍然会像往常一样接收原始文件/URL。 ## 目标 - 可选：将入站媒体预先消化为短文本，以便更快路由 + 更好的命令解析。 - 保留原始媒体传递给模型（始终）。 - 支持\*\*提供商 API\*\* 和 \*\*CLI 回退\*\*。 - 允许多个模型并按顺序回退（错误/大小/超时）。 ## 高层行为 1. 收集入站附件（`MediaPaths`、`MediaUrls`、`MediaTypes`）。 2. 对于每个启用的能力（图片/音频/视频），根据策略选择附件（默认：\*\*第一个\*\*）。 3. 选择第一个符合条件的模型条目（大小 + 能力 + 认证）。 4. 如果模型失败或媒体太大，\*\*回退到下一个条目\*\*。 5. 成功时： - `Body` 变为 `[Image]`、`[Audio]` 或 `[Video]` 块。 - 音频设置 `{{Transcript}}`；命令解析在有标题文本时使用标题文本，否则使用转录。 - 标题作为 `User text:` 保留在块内。 如果理解失败或被禁用，\*\*回复流程继续\*\*使用原始正文 + 附件。 ## 配置概述 `tools.media` 支持\*\*共享模型\*\*加上每能力覆盖： - `tools.media.models`：共享模型列表（使用 `capabilities` 来限定）。 - `tools.media.image` / `tools.media.audio` / `tools.media.video`： - 默认值（`prompt`、`maxChars`、`maxBytes`、`timeoutSeconds`、`language`） - 提供商覆盖（`baseUrl`、`headers`、`providerOptions`） - 通过 `tools.media.audio.providerOptions.deepgram` 配置 Deepgram 音频选项 - 可选的\*\*每能力 `models` 列表\*\*（优先于共享模型） - `attachments` 策略（`mode`、`maxAttachments`、`prefer`） - `scope`（可选的按渠道/聊天类型/会话键限定） - `tools.media.concurrency`：最大并发能力运行数（默认 \*\*2\*\*）。 ```json5 { tools: { media: { models: [ /\* 共享列表 \*/ ], image: { /\* 可选覆盖 \*/ }, audio: { /\* 可选覆盖 \*/ }, video: { /\* 可选覆盖 \*/ }, }, }, } ``` ### 模型条目 每个 `models[]` 条目可以是\*\*提供商\*\*或 \*\*CLI\*\*： ```json5 { type: "provider", // 省略时默认 provider: "openai", model: "gpt-5.2", prompt: "Describe the image in <= 500 chars.", maxChars: 500, maxBytes: 10485760, timeoutSeconds: 60, capabilities: ["image"], // 可选，用于多模态条目 profile: "vision-profile", preferredProfile: "vision-fallback", } ``` ```json5 { type: "cli", command: "gemini", args: [ "-m", "gemini-3-flash", "--allowed-tools", "read\_file", "Read the media at {{MediaPath}} and describe it in <= {{MaxChars}} characters.", ], maxChars: 500, maxBytes: 52428800, timeoutSeconds: 120, capabilities: ["video", "image"], } ``` CLI 模板还可以使用： - `{{MediaDir}}`（包含媒体文件的目录） - `{{OutputDir}}`（为本次运行创建的临时目录） - `{{OutputBase}}`（临时文件基础路径，无扩展名） ## 默认值和限制 推荐默认值： - `maxChars`：图片/视频为 \*\*500\*\*（简短，适合命令） - `maxChars`：音频\*\*不设置\*\*（完整转录，除非你设置限制） - `maxBytes`： - 图片：\*\*10MB\*\* - 音频：\*\*20MB\*\* - 视频：\*\*50MB\*\* 规则： - 如果媒体超过 `maxBytes`，该模型被跳过，\*\*尝试下一个模型\*\*。 - 如果模型返回超过 `maxChars`，输出被截断。 - `prompt` 默认为简单的"Describe the {media}."加上 `maxChars` 指导（仅图片/视频）。 - 如果 `.enabled: true` 但未配置模型，当提供商支持该能力时，OpenClaw 尝试\*\*活动的回复模型\*\*。 ### 自动检测媒体理解（默认） 如果 `tools.media..enabled` \*\*未\*\*设置为 `false` 且你没有配置模型，OpenClaw 按以下顺序自动检测并\*\*在第一个可用选项处停止\*\*： 1. \*\*本地 CLI\*\*（仅音频；如果已安装） - `sherpa-onnx-offline`（需要带有 encoder/decoder/joiner/tokens 的 `SHERPA\_ONNX\_MODEL\_DIR`） - `whisper-cli`（`whisper-cpp`；使用 `WHISPER\_CPP\_MODEL` 或捆绑的 tiny 模型） - `whisper`（Python CLI；自动下载模型） 2. \*\*Gemini CLI\*\*（`gemini`）使用 `read\_many\_files` 3. \*\*提供商密钥\*\* - 音频：OpenAI → Groq → Deepgram → Google - 图片：OpenAI → Anthropic → Google → MiniMax - 视频：Google 要禁用自动检测，设置： ```json5 { tools: { media: { audio: { enabled: false, }, }, }, } ``` 注意：二进制文件检测在 macOS/Linux/Windows 上是尽力而为的；确保 CLI 在 `PATH` 上（我们会展开 `~`），或设置带有完整命令路径的显式 CLI 模型。 ## 能力（可选） 如果你设置了 `capabilities`，该条目仅对这些媒体类型运行。对于共享列表，OpenClaw 可以推断默认值： - `openai`、`anthropic`、`minimax`：\*\*图片\*\* - `google`（Gemini API）：\*\*图片 + 音频 + 视频\*\* - `groq`：\*\*音频\*\* - `deepgram`：\*\*音频\*\* 对于 CLI 条目，\*\*显式设置 `capabilities`\*\* 以避免意外匹配。如果你省略 `capabilities`，该条目对它出现的列表都符合条件。 ## 提供商支持矩阵（OpenClaw 集成） | 能力 | 提供商集成 | 说明 | | ---- | ---------------------------------------------- | --------------------------------------- | | 图片 | OpenAI / Anthropic / Google / 其他通过 `pi-ai` | 注册表中任何支持图片的模型都可用。 | | 音频 | OpenAI、Groq、Deepgram、Google | 提供商转录（Whisper/Deepgram/Gemini）。 | | 视频 | Google（Gemini API） | 提供商视频理解。 | ## 推荐提供商 \*\*图片\*\* - 如果支持图片，优先使用你的活动模型。 - 良好的默认值：`openai/gpt-5.2`、`anthropic/claude-opus-4-5`、`google/gemini-3-pro-preview`。 \*\*音频\*\* - `openai/gpt-4o-mini-transcribe`、`groq/whisper-large-v3-turbo` 或 `deepgram/nova-3`。 - CLI 回退：`whisper-cli`（whisper-cpp）或 `whisper`。 - Deepgram 设置：[Deepgram（音频转录）](/providers/deepgram)。 \*\*视频\*\* - `google/gemini-3-flash-preview`（快速）、`google/gemini-3-pro-preview`（更丰富）。 - CLI 回退：`gemini` CLI（支持对视频/音频使用 `read\_file`）。 ## 附件策略 每能力的 `attachments` 控制处理哪些附件： - `mode`：`first`（默认）或 `all` - `maxAttachments`：限制处理数量（默认 \*\*1\*\*） - `prefer`：`first`、`last`、`path`、`url` 当 `mode: "all"` 时，输出标记为 `[Image 1/2]`、`[Audio 2/2]` 等。 ## 配置示例 ### 1) 共享模型列表 + 覆盖 ```json5 { tools: { media: { models: [ { provider: "openai", model: "gpt-5.2", capabilities: ["image"] }, { provider: "google", model: "gemini-3-flash-preview", capabilities: ["image", "audio", "video"], }, { type: "cli", command: "gemini", args: [ "-m", "gemini-3-flash", "--allowed-tools", "read\_file", "Read the media at {{MediaPath}} and describe it in <= {{MaxChars}} characters.", ], capabilities: ["image", "video"], }, ], audio: { attachments: { mode: "all", maxAttachments: 2 }, }, video: { maxChars: 500, }, }, }, } ``` ### 2) 仅音频 + 视频（图片关闭） ```json5 { tools: { media: { audio: { enabled: true, models: [ { provider: "openai", model: "gpt-4o-mini-transcribe" }, { type: "cli", command: "whisper", args: ["--model", "base", "{{MediaPath}}"], }, ], }, video: { enabled: true, maxChars: 500, models: [ { provider: "google", model: "gemini-3-flash-preview" }, { type: "cli", command: "gemini", args: [ "-m", "gemini-3-flash", "--allowed-tools", "read\_file", "Read the media at {{MediaPath}} and describe it in <= {{MaxChars}} characters.", ], }, ], }, }, }, } ``` ### | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/media-understanding.md | main | opebclaw | [
-0.09211836010217667,
0.0007813820848241448,
0.04334082081913948,
-0.09943949431180954,
0.039074093103408813,
-0.0597604438662529,
0.0024226156529039145,
0.00700029544532299,
0.04726290702819824,
-0.01653246022760868,
0.1039724349975586,
-0.01804215833544731,
0.08445689082145691,
0.03519328311085701,
0.017734469845891,
0.026488225907087326,
-0.09337030351161957,
0.05291604623198509,
-0.07482774555683136,
0.02870933711528778,
0.005618564784526825,
-0.013342134654521942,
0.0007516965270042419,
-0.08591669797897339,
-0.033863216638565063,
0.02300415001809597,
-0.001466630375944078,
-0.04581577330827713,
-0.007238481659442186,
-0.024374615401029587,
0.030641309916973114,
0.060484785586595535,
-0.04353463277220726,
-0.01006491668522358,
0.08539647608995438,
0.07054950296878815,
-0.011079149320721626,
-0.08876201510429382,
-0.005751550197601318,
0.06650714576244354,
-0.05349288508296013,
-0.021680042147636414,
0.010451088659465313,
-0.06987684965133667,
0.007324679289013147,
-0.02600032649934292,
-0.02766192890703678,
-0.04827400669455528,
-0.15535710752010345,
-0.03913526609539986,
-0.11862025409936905,
-0.003604006487876177,
-0.03640047833323479,
-0.002776134293526411,
-0.004405605606734753,
-0.05886738374829292,
-0.10435643047094345,
0.07178150117397308,
0.03959032893180847,
0.03277261182665825,
0.005543563049286604,
-0.02926153875887394,
-0.016201531514525414,
-0.027190862223505974,
-0.045816462486982346,
0.03992190957069397,
-0.0013188751181587577,
-0.012057047337293625,
0.03852932155132294,
-0.03691737726330757,
-0.06724465638399124,
0.027024589478969574,
-0.047779567539691925,
0.04298670217394829,
0.04261208698153496,
0.014573940075933933,
0.04601548984646797,
0.04788096994161606,
-0.07633145898580551,
-0.17331351339817047,
0.027743728831410408,
-0.02271256223320961,
0.06247628480195999,
0.055298592895269394,
-0.026539670303463936,
0.10846512764692307,
-0.08642613887786865,
-0.03266890347003937,
0.0305473692715168,
0.011594469659030437,
0.04492286220192909,
-0.026241963729262352,
-0.01611500419676304,
0.03717707470059395,
0.03111025132238865,
-0.03240956738591194,
0.005248175468295813,
0.0535375140607357,
0.006248527206480503,
0.024665940552949905,
-0.01721205748617649,
-0.05928700789809227,
-0.06163257360458374,
-0.040632497519254684,
0.01201133243739605,
-0.07349883764982224,
-0.012833931483328342,
0.06273861974477768,
0.0031111196149140596,
0.005441122688353062,
-0.001965332543477416,
-0.06393798440694809,
-0.011364628560841084,
-0.0874469056725502,
-0.025049474090337753,
0.03068234957754612,
0.009118343703448772,
-0.052209362387657166,
0.04573195055127144,
0.007913107052445412,
0.06045660376548767,
-0.039404675364494324,
-0.1005827933549881,
-0.025865046307444572,
-0.08909215033054352,
-0.026271916925907135,
0.11412376910448074,
6.178972096101938e-33,
-0.004325187765061855,
-0.004254617262631655,
0.004419589415192604,
-0.06507180631160736,
-0.0055214050225913525,
-0.09030520915985107,
-0.0012431700015440583,
-0.025023305788636208,
-0.10805543512105942,
-0.09125790745019913,
-0.027370460331439972,
0.035528358072042465,
-0.1657542735338211,
0.006897696293890476,
-0.04408466815948486,
-0.03761282190680504,
-0.019667480140924454,
0.029162580147385597,
0.01919877901673317,
-0.00952107459306717,
0.026793573051691055,
0.018488675355911255,
0.061086710542440414,
-0.026235096156597137,
-0.006587279494851828,
0.019556645303964615,
0.03434450179338455,
-0.06469600647687912,
-0.008354553021490574,
0.03519446775317192,
0.0370861291885376,
-0.05317367613315582,
-0.02345464937388897,
0.0024553679395467043,
-0.04562242329120636,
0.0020780281629413366,
-0.018481949344277382,
0.0260996725410223,
-0.05998903140425682,
-0.019266825169324875,
-0.054552558809518814,
0.02154473215341568,
-0.07709955424070358,
0.005314234644174576,
0.01220887154340744,
-0.06532886624336243,
-0.12247489392757416,
-0.021964816376566887,
0.0005936971865594387,
-0.07325421273708344,
-0.06145002320408821,
0.07602773606777191,
-0.002655772492289543,
-0.0011587331537157297,
0.042776353657245636,
-0.05750175192952156,
-0.0340169221162796,
-0.06786411255598068,
-0.0588017962872982,
-0.030120640993118286,
0.09632636606693268,
0.056433238089084625,
0.03796591982245445,
-0.019138149917125702,
0.07880188524723053,
0.006450248416513205,
0.028199881315231323,
0.02408820018172264,
-0.01360372919589281,
-0.05865803360939026,
-0.026762811467051506,
0.019671009853482246,
0.05178448557853699,
0.02816563844680786,
-0.010789221152663231,
-0.07323797047138214,
-0.04107191041111946,
0.01969815418124199,
0.04663772135972977,
-0.009364769794046879,
-0.0546090342104435,
-0.008163664489984512,
-0.024205787107348442,
-0.008752371184527874,
-0.09526099264621735,
0.021844513714313507,
0.010827429592609406,
-0.04464651644229889,
-0.03150395303964615,
-0.006016976200044155,
-0.05805341899394989,
0.013407180085778236,
-0.03553985431790352,
-0.013719371519982815,
-0.07201161980628967,
-1.1257106956970251e-32,
0.020045815035700798,
-0.016912948340177536,
0.02282228134572506,
0.010376935824751854,
-0.07424215227365494,
-0.023663626983761787,
0.04767243191599846,
0.07570084184408188,
0.04136204347014427,
0.07650686800479889,
0.011519832536578178,
0.02568746916949749,
-0.06634770333766937,
-0.03715340793132782,
-0.0199709665030241,
0.026661161333322525,
0.018177270889282227,
0.0049461186863482,
-0.06857431679964066,
0.019841555505990982,
-0.07526970654726028,
0.03606383129954338,
-0.09632418304681778,
0.048397745937108994,
-0.0240043755620718,
0.03291594609618187,
0.02757849730551243,
-0.004177154507488012,
-0.014573474414646626,
-0.021557940170168877,
0.010151151567697525,
0.021636908873915672,
-0.07878456264734268,
0.042178209871053696,
0.006512279622256756,
-0.04943801090121269,
-0.0020640462171286345,
0.0867733284831047,
-0.010892649181187153,
-0.012783285230398178,
0.06595278531312943,
-0.02780536748468876,
-0.048799850046634674,
-0.050860874354839325,
0.03146312013268471,
0.007770454976707697,
-0.045665960758924484,
-0.012446609325706959,
-0.08603144437074661,
-0.0467633493244648,
0.13620376586914062,
-0.008016654290258884,
0.030237359926104546,
-0.08021614700555801,
0.06950710713863373,
0.11322449147701263,
0.011385091580450535,
-0.0657237321138382,
-0.1103348433971405,
-0.09232597053050995,
0.07367315888404846,
-0.0243853572756052,
-0.03959890827536583,
0.04581598937511444,
0.030773667618632317,
0.034473057836294174,
0.0008314487640745938,
0.02118566632270813,
-0.01777750439941883,
-0.10188612341880798,
0.03745352104306221,
0.01623057946562767,
0.06796164810657501,
-0.03762950003147125,
0.04995803162455559,
0.00367908226326108,
-0.04658108949661255,
0.06448666751384735,
-0.021234629675745964,
0.06410232186317444,
-0.06440995633602142,
0.06298494338989258,
0.010032614693045616,
0.09252038598060608,
0.013897618278861046,
-0.03619968891143799,
-0.020979370921850204,
0.04678092896938324,
-0.021697696298360825,
-0.04865602031350136,
0.013855581171810627,
0.02673404850065708,
0.013515463098883629,
0.07137330621480942,
0.03535744547843933,
-5.841067718392878e-8,
-0.05075232684612274,
-0.12041972577571869,
-0.09487805515527725,
-0.0042542461305856705,
-0.08287005126476288,
-0.007474323268979788,
-0.012691301293671131,
-0.027225317433476448,
0.02111978456377983,
-0.0456119067966938,
-0.03632322698831558,
0.013819250278174877,
-0.07874710112810135,
0.050721365958452225,
-0.07562302052974701,
0.0003327468002680689,
-0.0061394874937832355,
0.03309139609336853,
0.002030882053077221,
-0.0709637999534607,
0.00022132453159429133,
0.026612350717186928,
0.030760878697037697,
-0.01411319151520729,
-0.012988387607038021,
0.005153255071491003,
-0.06766601651906967,
0.014431486837565899,
-0.04182235524058342,
-0.03853192180395126,
0.010542066767811775,
-0.038255274295806885,
0.00758505892008543,
-0.021042421460151672,
0.03675587847828865,
0.05523357912898064,
0.03798453137278557,
-0.04146204888820648,
-0.08384726941585541,
0.04255593940615654,
0.07597615569829941,
-0.07346823066473007,
-0.03587302938103676,
0.04190906137228012,
0.17391745746135712,
-0.04502766579389572,
0.10628282278776169,
0.07784584164619446,
0.03105032444000244,
-0.02310027927160263,
0.003106808289885521,
-0.013109973631799221,
0.029269568622112274,
-0.031208280473947525,
0.018758680671453476,
-0.002792279003188014,
-0.001855327864177525,
0.0008854872430674732,
0.016067437827587128,
0.07253984361886978,
0.036587007343769073,
0.07048299163579941,
0.06045738607645035,
0.0852215588092804
] | 0.081626 |
"{{MediaPath}}"], }, ], }, video: { enabled: true, maxChars: 500, models: [ { provider: "google", model: "gemini-3-flash-preview" }, { type: "cli", command: "gemini", args: [ "-m", "gemini-3-flash", "--allowed-tools", "read\_file", "Read the media at {{MediaPath}} and describe it in <= {{MaxChars}} characters.", ], }, ], }, }, }, } ``` ### 3) 可选图片理解 ```json5 { tools: { media: { image: { enabled: true, maxBytes: 10485760, maxChars: 500, models: [ { provider: "openai", model: "gpt-5.2" }, { provider: "anthropic", model: "claude-opus-4-5" }, { type: "cli", command: "gemini", args: [ "-m", "gemini-3-flash", "--allowed-tools", "read\_file", "Read the media at {{MediaPath}} and describe it in <= {{MaxChars}} characters.", ], }, ], }, }, }, } ``` ### 4) 多模态单条目（显式能力） ```json5 { tools: { media: { image: { models: [ { provider: "google", model: "gemini-3-pro-preview", capabilities: ["image", "video", "audio"], }, ], }, audio: { models: [ { provider: "google", model: "gemini-3-pro-preview", capabilities: ["image", "video", "audio"], }, ], }, video: { models: [ { provider: "google", model: "gemini-3-pro-preview", capabilities: ["image", "video", "audio"], }, ], }, }, }, } ``` ## 状态输出 当媒体理解运行时，`/status` 包含一行简短摘要： ``` 📎 Media: image ok (openai/gpt-5.2) · audio skipped (maxBytes) ``` 这显示每能力的结果以及适用时选择的提供商/模型。 ## 注意事项 - 理解是\*\*尽力而为\*\*的。错误不会阻止回复。 - 即使理解被禁用，附件仍然传递给模型。 - 使用 `scope` 限制理解运行的位置（例如仅私信）。 ## 相关文档 - [配置](/gateway/configuration) - [图片和媒体支持](/nodes/images) | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/nodes/media-understanding.md | main | opebclaw | [
-0.01420564204454422,
-0.017862536013126373,
0.056061752140522,
-0.025675183162093163,
0.07032458484172821,
-0.02255639247596264,
-0.0010769703658297658,
0.0024753683246672153,
0.05001295357942581,
-0.03491990640759468,
0.03304135054349899,
0.034254852682352066,
-0.02387130819261074,
0.1097782552242279,
0.05540432408452034,
0.04885464534163475,
-0.12304093688726425,
-0.02412838488817215,
-0.10882730036973953,
-0.05887872353196144,
0.03693011403083801,
-0.03793665021657944,
0.02054252289235592,
-0.04805711656808853,
-0.04452589526772499,
0.04347686097025871,
0.025781255215406418,
0.013401079922914505,
0.01730283908545971,
-0.035797227174043655,
0.0417061522603035,
-0.03639158979058266,
-0.026024000719189644,
0.013406799174845219,
0.0541963204741478,
0.05294348672032356,
-0.020024023950099945,
-0.14235296845436096,
0.029675869271159172,
-0.003305010264739394,
0.12551654875278473,
0.007701083552092314,
-0.005477923434227705,
-0.1052960678935051,
0.05233985558152199,
-0.07585558295249939,
-0.05204341560602188,
-0.08135798573493958,
-0.020423680543899536,
-0.0013886612141504884,
-0.11448519676923752,
-0.023679783567786217,
-0.06623353064060211,
-0.0047960770316421986,
-0.014717490412294865,
0.0009477718267589808,
-0.08289545029401779,
-0.01579113118350506,
0.059088364243507385,
0.007707939017564058,
0.02749757654964924,
-0.035030756145715714,
-0.04314510151743889,
0.0048162746243178844,
-0.0024477855768054724,
-0.012481745332479477,
-0.01743507571518421,
0.008011149242520332,
0.006710974499583244,
0.021615101024508476,
0.007050113286823034,
-0.0069696237333118916,
-0.01048537902534008,
0.0014592494117096066,
-0.03473185747861862,
-0.006221352145075798,
0.08061746507883072,
0.04743535816669464,
0.02339404821395874,
-0.04401784762740135,
0.030620554462075233,
-0.10616181045770645,
0.01132890023291111,
0.02208579331636429,
-0.0020632511004805565,
0.05843225494027138,
-0.1034451574087143,
-0.0075221904553473,
0.016924889758229256,
-0.045242901891469955,
-0.11745327711105347,
-0.09186401963233948,
-0.032630160450935364,
0.06403065472841263,
0.016315259039402008,
0.027531402185559273,
-0.02584649622440338,
-0.09855594485998154,
-0.05569297820329666,
0.08289456367492676,
-0.014530746266245842,
-0.015821926295757294,
0.11153925210237503,
0.0018565197242423892,
0.008689381182193756,
-0.06607115268707275,
-0.00404320377856493,
0.09232940524816513,
-0.023605206981301308,
0.015221107751131058,
0.022198151797056198,
0.07542464882135391,
-0.030345764011144638,
-0.04216998443007469,
-0.0557725615799427,
0.009091758169233799,
-0.0803733542561531,
0.006559551693499088,
0.01200093887746334,
0.06519313901662827,
0.12370214611291885,
-0.026982534676790237,
-0.07315867394208908,
-0.00818267185240984,
0.0008131887880153954,
-0.04174026474356651,
0.019631454721093178,
2.1043848641924367e-33,
0.05614757165312767,
-0.03523522615432739,
0.08152630180120468,
0.01755504123866558,
0.051014963537454605,
-0.013018470257520676,
0.01881001703441143,
0.010127473622560501,
-0.06633337587118149,
-0.03935704752802849,
-0.0014616969274356961,
0.009868635796010494,
-0.07617948204278946,
0.04295673593878746,
-0.03542536497116089,
-0.008307581767439842,
-0.00982570182532072,
0.01677854172885418,
0.00653627747669816,
0.036933429539203644,
0.010021151043474674,
0.03438321873545647,
-0.045779332518577576,
-0.014376353472471237,
-0.030057569965720177,
0.03972013667225838,
0.039847955107688904,
-0.04257076233625412,
-0.03259839490056038,
0.010063637979328632,
0.032760538160800934,
-0.0220348984003067,
0.05670159310102463,
0.04379897564649582,
0.07015054672956467,
0.005508261267095804,
-0.04153971001505852,
0.0026392785366624594,
-0.05002015456557274,
0.007348594721406698,
0.05165094882249832,
-0.011032543145120144,
-0.11312942206859589,
0.006990147288888693,
-0.08388344198465347,
0.010641958564519882,
0.030667537823319435,
-0.06838230043649673,
-0.07870509475469589,
-0.020627733319997787,
-0.025402680039405823,
0.08690392971038818,
-0.03398997709155083,
-0.00790492445230484,
0.02341560833156109,
-0.04831330105662346,
0.03723064437508583,
0.022436823695898056,
-0.012325797230005264,
-0.07381328195333481,
0.07195191085338593,
0.060343217104673386,
0.08748912811279297,
0.009083755314350128,
0.0429370142519474,
-0.03173496201634407,
0.032169342041015625,
0.022578898817300797,
0.02816666290163994,
0.061437252908945084,
-0.020096661522984505,
0.04632316902279854,
0.019563062116503716,
-0.04537017643451691,
-0.025526316836476326,
-0.0777701660990715,
-0.0033920821733772755,
0.044182948768138885,
0.006772801745682955,
0.04050067067146301,
-0.05532682687044144,
-0.035343367606401443,
0.037087272852659225,
0.0269923098385334,
-0.04205137491226196,
0.04356761276721954,
0.03750010207295418,
-0.06850431859493256,
-0.00249251420609653,
-0.09531665593385696,
-0.037538688629865646,
0.04944885894656181,
-0.020279748365283012,
-0.05872578173875809,
-0.025231236591935158,
-2.8257460743577343e-33,
0.10268954932689667,
-0.01857406459748745,
0.06775611639022827,
-0.021467454731464386,
-0.0156954787671566,
-0.12846416234970093,
0.08145785331726074,
0.06205117329955101,
0.028309814631938934,
0.02381112053990364,
0.029163774102926254,
-0.04169592261314392,
-0.04311969131231308,
-0.0814749225974083,
-0.008997407741844654,
-0.02233126573264599,
0.008316311985254288,
-0.0690678060054779,
0.07909736782312393,
-0.003607651451602578,
-0.02138473466038704,
0.03639477118849754,
0.040731173008680344,
0.11927266418933868,
0.017473211511969566,
-0.022365914657711983,
0.06501388549804688,
-0.01689958944916725,
-0.06996433436870575,
-0.04093608632683754,
-0.023375818505883217,
-0.003455742495134473,
-0.027093900367617607,
-0.006323948968201876,
0.005177521146833897,
-0.006242929492145777,
0.06591570377349854,
0.15398794412612915,
0.017422368749976158,
0.027801508083939552,
0.010813484899699688,
0.04490496218204498,
-0.056345194578170776,
0.03310506418347359,
0.01756344363093376,
-0.030660171061754227,
0.04953654110431671,
0.02617107704281807,
-0.04454673454165459,
-0.03832818940281868,
0.06943381577730179,
-0.059962738305330276,
-0.04006509482860565,
-0.000034144872188335285,
0.00439608097076416,
-0.046507589519023895,
-0.0001872959255706519,
-0.1216517761349678,
0.016480596736073494,
0.009371218271553516,
0.023655373603105545,
-0.10347215831279755,
-0.05507299304008484,
-0.002180276205763221,
0.04363107681274414,
-0.04231422767043114,
-0.008262594230473042,
-0.025961043313145638,
-0.06156240403652191,
-0.04961834475398064,
-0.03524452820420265,
-0.04148149862885475,
0.05842721089720726,
0.08160083740949631,
0.06682822853326797,
-0.022035425528883934,
-0.04315091669559479,
0.013421756215393543,
0.12037357687950134,
-0.023609457537531853,
-0.03131586313247681,
-0.024359077215194702,
-0.03789129480719566,
0.11853653192520142,
0.0759267657995224,
0.014601078815758228,
0.04544295370578766,
0.08599873632192612,
-0.03140093386173248,
0.013103590346872807,
-0.06594942510128021,
0.07529834657907486,
0.06806454062461853,
0.024920746684074402,
-0.0080103799700737,
-4.802054931474231e-8,
-0.11673781275749207,
-0.054315224289894104,
-0.0977468490600586,
0.011201385408639908,
-0.0647471472620964,
0.009328446350991726,
-0.0005069911130703986,
-0.0519302599132061,
0.14434513449668884,
-0.035471536219120026,
0.056589964777231216,
0.044571567326784134,
-0.05478854104876518,
-0.0011501016560941935,
-0.08479702472686768,
0.02460416406393051,
-0.053335122764110565,
0.09389229118824005,
0.00908965989947319,
0.061600297689437866,
0.03501524403691292,
0.06715386360883713,
0.05305638536810875,
-0.06682056933641434,
0.08653001487255096,
0.019786842167377472,
-0.022606367245316505,
0.002113967901095748,
-0.022325797006487846,
-0.007374061271548271,
-0.043724797666072845,
-0.03617585450410843,
0.061174433678388596,
-0.03709287568926811,
-0.02172555960714817,
-0.0035347584635019302,
0.057164233177900314,
-0.022823484614491463,
-0.017474234104156494,
0.03774785250425339,
0.04959159716963768,
-0.010162965394556522,
-0.0516747385263443,
-0.01841055229306221,
0.018773240968585014,
-0.03174334764480591,
0.07534067332744598,
0.06327544897794724,
0.008338483050465584,
0.017998740077018738,
-0.010922032408416271,
-0.05633790045976639,
0.005907507613301277,
0.009898727759718895,
-0.023164475336670876,
-0.11240991204977036,
0.11203286051750183,
0.041054416447877884,
-0.047325249761343,
0.05319155007600784,
0.07799454033374786,
0.0031913197599351406,
0.012923898175358772,
0.03675738349556923
] | -0.012785 |
# Voice Call（插件） 通过插件为 OpenClaw 提供语音通话。支持出站通知和带有入站策略的多轮对话。 当前提供商： - `twilio`（Programmable Voice + Media Streams） - `telnyx`（Call Control v2） - `plivo`（Voice API + XML transfer + GetInput speech） - `mock`（开发/无网络） 快速心智模型： - 安装插件 - 重启 Gateway 网关 - 在 `plugins.entries.voice-call.config` 下配置 - 使用 `openclaw voicecall ...` 或 `voice\_call` 工具 ## 运行位置（本地 vs 远程） Voice Call 插件运行在 \*\*Gateway 网关进程内部\*\*。 如果你使用远程 Gateway 网关，在\*\*运行 Gateway 网关的机器\*\*上安装/配置插件，然后重启 Gateway 网关以加载它。 ## 安装 ### 选项 A：从 npm 安装（推荐） ```bash openclaw plugins install @openclaw/voice-call ``` 之后重启 Gateway 网关。 ### 选项 B：从本地文件夹安装（开发，不复制） ```bash openclaw plugins install ./extensions/voice-call cd ./extensions/voice-call && pnpm install ``` 之后重启 Gateway 网关。 ## 配置 在 `plugins.entries.voice-call.config` 下设置配置： ```json5 { plugins: { entries: { "voice-call": { enabled: true, config: { provider: "twilio", // 或 "telnyx" | "plivo" | "mock" fromNumber: "+15550001234", toNumber: "+15550005678", twilio: { accountSid: "ACxxxxxxxx", authToken: "...", }, plivo: { authId: "MAxxxxxxxxxxxxxxxxxxxx", authToken: "...", }, // Webhook 服务器 serve: { port: 3334, path: "/voice/webhook", }, // 公开暴露（选一个） // publicUrl: "https://example.ngrok.app/voice/webhook", // tunnel: { provider: "ngrok" }, // tailscale: { mode: "funnel", path: "/voice/webhook" } outbound: { defaultMode: "notify", // notify | conversation }, streaming: { enabled: true, streamPath: "/voice/stream", }, }, }, }, }, } ``` 注意事项： - Twilio/Telnyx 需要\*\*可公开访问\*\*的 webhook URL。 - Plivo 需要\*\*可公开访问\*\*的 webhook URL。 - `mock` 是本地开发提供商（无网络调用）。 - `skipSignatureVerification` 仅用于本地测试。 - 如果你使用 ngrok 免费版，将 `publicUrl` 设置为确切的 ngrok URL；签名验证始终强制执行。 - `tunnel.allowNgrokFreeTierLoopbackBypass: true` 允许带有无效签名的 Twilio webhooks，\*\*仅当\*\* `tunnel.provider="ngrok"` 且 `serve.bind` 是 loopback（ngrok 本地代理）时。仅用于本地开发。 - Ngrok 免费版 URL 可能会更改或添加中间页面行为；如果 `publicUrl` 漂移，Twilio 签名将失败。对于生产环境，优先使用稳定域名或 Tailscale funnel。 ## 通话的 TTS Voice Call 使用核心 `messages.tts` 配置（OpenAI 或 ElevenLabs）进行通话中的流式语音。你可以在插件配置下使用\*\*相同的结构\*\*覆盖它——它会与 `messages.tts` 深度合并。 ```json5 { tts: { provider: "elevenlabs", elevenlabs: { voiceId: "pMsXgVXv3BLzUgSXRplE", modelId: "eleven\_multilingual\_v2", }, }, } ``` 注意事项： - \*\*语音通话忽略 Edge TTS\*\*（电话音频需要 PCM；Edge 输出不可靠）。 - 当启用 Twilio 媒体流时使用核心 TTS；否则通话回退到提供商原生语音。 ### 更多示例 仅使用核心 TTS（无覆盖）： ```json5 { messages: { tts: { provider: "openai", openai: { voice: "alloy" }, }, }, } ``` 仅为通话覆盖为 ElevenLabs（其他地方保持核心默认）： ```json5 { plugins: { entries: { "voice-call": { config: { tts: { provider: "elevenlabs", elevenlabs: { apiKey: "elevenlabs\_key", voiceId: "pMsXgVXv3BLzUgSXRplE", modelId: "eleven\_multilingual\_v2", }, }, }, }, }, }, } ``` 仅为通话覆盖 OpenAI 模型（深度合并示例）： ```json5 { plugins: { entries: { "voice-call": { config: { tts: { openai: { model: "gpt-4o-mini-tts", voice: "marin", }, }, }, }, }, }, } ``` ## 入站通话 入站策略默认为 `disabled`。要启用入站通话，设置： ```json5 { inboundPolicy: "allowlist", allowFrom: ["+15550001234"], inboundGreeting: "Hello! How can I help?", } ``` 自动响应使用智能体系统。通过以下方式调整： - `responseModel` - `responseSystemPrompt` - `responseTimeoutMs` ## CLI ```bash openclaw voicecall call --to "+15555550123" --message "Hello from OpenClaw" openclaw voicecall continue --call-id --message "Any questions?" openclaw voicecall speak --call-id --message "One moment" openclaw voicecall end --call-id openclaw voicecall status --call-id openclaw voicecall tail openclaw voicecall expose --mode funnel ``` ## 智能体工具 工具名称：`voice\_call` 操作： - `initiate\_call`（message、to?、mode?） - `continue\_call`（callId、message） - `speak\_to\_user`（callId、message） - `end\_call`（callId） - `get\_status`（callId） 此仓库在 `skills/voice-call/SKILL.md` 提供了配套的 skill 文档。 ## Gateway 网关 RPC - `voicecall.initiate`（`to?`、`message`、`mode?`） - `voicecall.continue`（`callId`、`message`） - `voicecall.speak`（`callId`、`message`） - `voicecall.end`（`callId`） - `voicecall.status`（`callId`） | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/plugins/voice-call.md | main | opebclaw | [
-0.10939159989356995,
-0.0072688572108745575,
-0.049690019339323044,
-0.14095571637153625,
-0.10392247885465622,
-0.04003001004457474,
-0.021788356825709343,
-0.008536816574633121,
0.03943007066845894,
-0.030479246750473976,
0.0916382223367691,
-0.05886117368936539,
0.016239618882536888,
-0.05284683406352997,
0.05543528124690056,
0.006340861786156893,
-0.030604753643274307,
-0.0010207353625446558,
0.012119675986468792,
-0.04830633103847504,
0.051505107432603836,
0.06979579478502274,
0.015091584995388985,
0.02673565223813057,
0.013884993270039558,
-0.003798019839450717,
-0.0544041283428669,
0.05916979908943176,
0.0795603021979332,
-0.008716273121535778,
-0.006364776752889156,
0.12727004289627075,
0.0162331685423851,
-0.029505126178264618,
0.0062133995816111565,
0.09135579317808151,
-0.00581623800098896,
-0.04627431184053421,
-0.0680481344461441,
-0.013829139061272144,
0.005747019778937101,
0.015577859245240688,
-0.060493841767311096,
-0.03867064043879509,
-0.027349190786480904,
-0.07324625551700592,
-0.06614615768194199,
-0.051092665642499924,
-0.06148910149931908,
-0.015861930325627327,
-0.04651469364762306,
-0.017306892201304436,
0.06933848559856415,
0.049256812781095505,
-0.06526052951812744,
0.02549218200147152,
0.06569322943687439,
0.08110672980546951,
0.04557647928595543,
0.04545030742883682,
-0.06079568341374397,
0.046832069754600525,
-0.02908935211598873,
-0.013912367634475231,
-0.12116608768701553,
0.0718752071261406,
-0.10760016739368439,
-0.004975917749106884,
-0.02982254885137081,
-0.0061710593290627,
-0.0859738439321518,
-0.017749082297086716,
0.02111033909022808,
-0.040359433740377426,
-0.025578537955880165,
-0.004956966266036034,
0.008865691721439362,
-0.058251965790987015,
-0.05349748209118843,
-0.07362797111272812,
0.04424332454800606,
-0.03435901179909706,
0.006354969460517168,
-0.004951975774019957,
0.006343817804008722,
0.06825188547372818,
-0.0615534745156765,
-0.06942281126976013,
0.0493907704949379,
-0.020905090495944023,
-0.018570642918348312,
-0.011910151690244675,
-0.004857167601585388,
0.033446308225393295,
0.034325286746025085,
0.009271529503166676,
-0.019381584599614143,
-0.06138746440410614,
-0.006743486970663071,
0.02623709663748741,
-0.017971782013773918,
-0.031970828771591187,
-0.041811373084783554,
-0.03492413088679314,
-0.0291731096804142,
-0.003891249652951956,
0.020207226276397705,
-0.005833417642861605,
0.07222168892621994,
0.034187931567430496,
-0.05333102121949196,
-0.06384309381246567,
0.028576886281371117,
-0.07443533837795258,
-0.025144150480628014,
0.07284881174564362,
-0.046053897589445114,
-0.058191366493701935,
0.038850486278533936,
0.015404444187879562,
0.028728600591421127,
0.003208891022950411,
-0.0861649364233017,
0.02964298240840435,
0.04653211683034897,
-0.003299678210169077,
0.11385811865329742,
-9.429156303433976e-34,
0.02845967747271061,
0.024256296455860138,
-0.03820035234093666,
0.060554806143045425,
0.07604161649942398,
-0.04861966893076897,
0.02283577062189579,
-0.027348071336746216,
-0.07852113991975784,
0.0005991102079860866,
-0.017267299816012383,
-0.05559076741337776,
-0.0918022021651268,
0.010058553889393806,
0.015542951412498951,
-0.057738203555345535,
-0.07344207167625427,
-0.019810805097222328,
0.0418928787112236,
-0.031248832121491432,
0.08872102946043015,
0.03649405762553215,
0.027892064303159714,
-0.002943732077255845,
0.10913478583097458,
0.05472375452518463,
-0.020992795005440712,
-0.07381050288677216,
0.03791171312332153,
0.025315912440419197,
-0.015490109100937843,
0.00503904651850462,
-0.05763730779290199,
0.028695104643702507,
-0.01666431315243244,
0.03469597548246384,
-0.08007259666919708,
-0.004170353524386883,
-0.10729342699050903,
-0.013865039683878422,
-0.035969436168670654,
-0.01726939156651497,
-0.06753144413232803,
-0.03986072912812233,
0.02127707004547119,
-0.08074871450662613,
-0.11629609763622284,
-0.013545827008783817,
0.10498826205730438,
0.0006599676562473178,
-0.06466071307659149,
0.05425691604614258,
-0.04076750949025154,
0.028601596131920815,
0.04868875443935394,
-0.10356700420379639,
-0.03342370316386223,
0.04835805669426918,
0.019507210701704025,
-0.03903007134795189,
0.051935769617557526,
-0.0306584183126688,
0.02036525122821331,
-0.017650576308369637,
0.08744002878665924,
-0.0021835295483469963,
-0.06583637744188309,
-0.011758887208998203,
0.07072652131319046,
-0.08939921110868454,
-0.062404196709394455,
0.01158703863620758,
0.06553936004638672,
0.07515567541122437,
-0.04991227760910988,
-0.0074694799259305,
-0.045540254563093185,
-0.012758689001202583,
0.06900201737880707,
0.004281945526599884,
0.02751024253666401,
-0.02325519174337387,
-0.038087278604507446,
0.028282111510634422,
0.09697219729423523,
-0.015479602850973606,
0.04922197759151459,
-0.06774484366178513,
-0.03439748287200928,
0.07246935367584229,
-0.08818218857049942,
0.05949050933122635,
-0.09181387722492218,
0.04591154307126999,
-0.055786896497011185,
-4.8852612171533304e-33,
-0.05275632068514824,
0.08140646666288376,
0.016116589307785034,
0.034444086253643036,
-0.058186568319797516,
-0.06456762552261353,
0.06591237336397171,
0.06171188876032829,
0.03388003632426262,
0.05888139456510544,
-0.02064482681453228,
0.0030465919990092516,
0.04760162904858589,
-0.07753383368253708,
0.043522998690605164,
-0.030941562727093697,
-0.012129693292081356,
-0.015068789944052696,
0.01184862945228815,
0.06091303005814552,
0.01015980914235115,
0.0030591594986617565,
-0.1131918653845787,
0.048893846571445465,
-0.01546589657664299,
-0.004415275063365698,
-0.00011953157081734389,
0.0298653282225132,
0.03651772439479828,
-0.03884296491742134,
-0.03556959703564644,
0.014318154193460941,
-0.09191964566707611,
0.09672197699546814,
0.03432512283325195,
-0.009774304926395416,
0.05314244329929352,
0.0728185847401619,
0.012087401002645493,
-0.0344688780605793,
0.1143719032406807,
-0.051771342754364014,
0.033136848360300064,
-0.05910950154066086,
-0.03146139904856682,
-0.04403049126267433,
-0.0750790536403656,
-0.05325755476951599,
-0.1086161807179451,
-0.12124506384134293,
0.08396586775779724,
-0.030520476400852203,
0.022813759744167328,
0.04527110978960991,
0.030120540410280228,
0.0002897876547649503,
0.10672035813331604,
-0.08207757025957108,
-0.008616653271019459,
-0.08566047251224518,
0.053550757467746735,
-0.009205492213368416,
-0.03903379291296005,
-0.02119920216500759,
0.026763364672660828,
0.029104450717568398,
-0.00832472275942564,
-0.005061758682131767,
0.09855087101459503,
-0.07516680657863617,
-0.021743254736065865,
0.007297181989997625,
0.03606688603758812,
-0.03281175345182419,
0.005801355466246605,
0.0016484707593917847,
-0.11049721390008926,
-0.015005894005298615,
-0.021732069551944733,
-0.011402018368244171,
0.022013720124959946,
0.013262850232422352,
0.0543070062994957,
0.048748962581157684,
0.0005504944710992277,
0.04199828580021858,
0.03290020674467087,
0.05479719489812851,
-0.002993168542161584,
-0.01790515147149563,
-0.020566295832395554,
0.08070191740989685,
0.01579180359840393,
0.0689452663064003,
0.0067489268258214,
-5.0402324092146955e-8,
-0.04322858154773712,
-0.08562928438186646,
-0.006498376373201609,
-0.06522046774625778,
0.003440825967118144,
-0.07732824981212616,
0.02936268039047718,
-0.07052912563085556,
-0.011232786811888218,
-0.018073294311761856,
-0.012408862821757793,
-0.025936301797628403,
-0.02185300551354885,
0.053085777908563614,
-0.0352596640586853,
0.00541883846744895,
-0.052645277231931686,
0.04886315017938614,
0.025051996111869812,
-0.10486182570457458,
-0.061691608279943466,
0.027300842106342316,
0.0330117903649807,
-0.021668246015906334,
-0.05694182962179184,
-0.010800006799399853,
-0.05943531170487404,
0.03523772954940796,
-0.013588749803602695,
-0.03361049294471741,
-0.0030159398447722197,
0.03907778486609459,
-0.024713529273867607,
-0.025995170697569847,
-0.05315808579325676,
0.05354662239551544,
0.010614043101668358,
-0.05489002913236618,
-0.049243517220020294,
-0.0715334564447403,
0.07612922042608261,
-0.015167121775448322,
-0.04666387289762497,
-0.020856354385614395,
0.14755406975746155,
-0.022215155884623528,
0.023095140233635902,
-0.016869841143488884,
0.09484300017356873,
0.008030143566429615,
-0.002440993906930089,
0.04884450510144234,
0.049441494047641754,
-0.0035379661712795496,
0.055861856788396835,
-0.022060759365558624,
-0.025741515681147575,
-0.04414835199713707,
0.04411759227514267,
0.05126890912652016,
-0.000022073982108850032,
0.0425928458571434,
0.031515348702669144,
-0.01261856034398079
] | 0.122126 |
# 插件清单（openclaw.plugin.json） 每个插件都\*\*必须\*\*在\*\*插件根目录\*\*下提供一个 `openclaw.plugin.json` 文件。OpenClaw 使用此清单来\*\*在不执行插件代码的情况下\*\*验证配置。缺失或无效的清单将被视为插件错误，并阻止配置验证。 参阅完整的插件系统指南：[插件](/plugin)。 ## 必填字段 ```json { "id": "voice-call", "configSchema": { "type": "object", "additionalProperties": false, "properties": {} } } ``` 必填键： - `id`（字符串）：插件的规范 id。 - `configSchema`（对象）：插件配置的 JSON Schema（内联形式）。 可选键： - `kind`（字符串）：插件类型（例如：`"memory"`）。 - `channels`（数组）：此插件注册的渠道 id（例如：`["matrix"]`）。 - `providers`（数组）：此插件注册的提供商 id。 - `skills`（数组）：要加载的 Skills 目录（相对于插件根目录）。 - `name`（字符串）：插件的显示名称。 - `description`（字符串）：插件简短描述。 - `uiHints`（对象）：用于 UI 渲染的配置字段标签/占位符/敏感标志。 - `version`（字符串）：插件版本（仅供参考）。 ## JSON Schema 要求 - \*\*每个插件都必须提供 JSON Schema\*\*，即使不接受任何配置也是如此。 - 空 Schema 是可以接受的（例如 `{ "type": "object", "additionalProperties": false }`）。 - Schema 在配置读取/写入时进行验证，而非在运行时。 ## 验证行为 - 未知的 `channels.\*` 键会被视为\*\*错误\*\*，除非该渠道 id 已在插件清单中声明。 - `plugins.entries.`、`plugins.allow`、`plugins.deny` 和 `plugins.slots.\*` 必须引用\*\*可发现的\*\*插件 id。未知 id 会被视为\*\*错误\*\*。 - 如果插件已安装但清单或 Schema 损坏或缺失，验证将失败，Doctor 会报告插件错误。 - 如果插件配置存在但插件已\*\*禁用\*\*，配置会被保留，并在 Doctor 和日志中显示\*\*警告\*\*。 ## 注意事项 - 清单对\*\*所有插件\*\*都是必需的，包括从本地文件系统加载的插件。 - 运行时仍然会单独加载插件模块；清单仅用于发现和验证。 - 如果你的插件依赖原生模块，请记录构建步骤以及所有包管理器允许列表要求（例如 pnpm 的 `allow-build-scripts` - `pnpm rebuild `）。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/plugins/manifest.md | main | opebclaw | [
-0.08714862167835236,
0.05627858638763428,
-0.04893231391906738,
-0.025879060849547386,
-0.015451780520379543,
-0.013392200693488121,
-0.006298108957707882,
0.00425275694578886,
0.04220917448401451,
-0.06286498159170151,
0.09388009458780289,
-0.06797783076763153,
-0.019335715100169182,
0.047099508345127106,
0.09727510809898376,
0.10181538015604019,
-0.09028103202581406,
-0.01300231833010912,
-0.04765152931213379,
-0.04471562057733536,
0.025327423587441444,
0.06059485301375389,
0.02672145888209343,
-0.020277466624975204,
-0.042894694954156876,
-0.032518427819013596,
-0.02740938402712345,
0.0625857561826706,
-0.05100075155496597,
0.010146405547857285,
0.007258725352585316,
0.035509753972291946,
0.04215846210718155,
-0.02849496901035309,
0.10802294313907623,
0.0699026882648468,
0.0020730423275381327,
-0.10014905035495758,
-0.012839635834097862,
0.020820850506424904,
0.03864312171936035,
0.07737626880407333,
0.0009264228865504265,
-0.0858582854270935,
-0.02617041952908039,
-0.06963598728179932,
-0.06512986123561859,
-0.07592525333166122,
-0.06569986045360565,
0.015641041100025177,
-0.06585244834423065,
-0.029140247032046318,
-0.011572293937206268,
-0.07392378151416779,
0.013585636392235756,
-0.002641299506649375,
-0.05070525035262108,
0.014262018725275993,
0.0314195342361927,
0.03458694741129875,
0.027782069519162178,
0.05693595111370087,
-0.03803674876689911,
0.006722380872815847,
-0.12418786436319351,
-0.003040444338694215,
-0.07123325765132904,
-0.023205196484923363,
-0.04851333051919937,
-0.007441048044711351,
0.03884851187467575,
-0.043778304010629654,
-0.0002237313601654023,
-0.04642539471387863,
-0.018327558413147926,
-0.02463187277317047,
0.05728738009929657,
-0.025962598621845245,
-0.07739542424678802,
-0.08458498865365982,
-0.013604698702692986,
-0.048611950129270554,
-0.017180275171995163,
0.0734885185956955,
-0.029986074194312096,
0.14017456769943237,
-0.053872279822826385,
-0.06510903686285019,
0.0017757363384589553,
0.021272165700793266,
0.0033277408219873905,
-0.12145422399044037,
-0.01549629494547844,
-0.012482449412345886,
-0.017166176810860634,
0.030110735446214676,
0.01424473151564598,
-0.024063898250460625,
-0.0748923122882843,
0.0843108743429184,
0.003872305853292346,
-0.036593712866306305,
0.03851183131337166,
-0.021879274398088455,
-0.002831924706697464,
0.012910653837025166,
-0.031340550631284714,
0.0720880851149559,
-0.009934566915035248,
0.019889716058969498,
0.043575625866651535,
0.004758492112159729,
0.0051027690060436726,
-0.10352899134159088,
-0.07740437984466553,
0.0789666399359703,
-0.04276848956942558,
-0.06483259052038193,
0.05080947279930115,
0.051841653883457184,
0.12873601913452148,
-0.006447611376643181,
-0.07749920338392258,
0.0037507873494178057,
0.038843538612127304,
0.005452838260680437,
0.10675356537103653,
1.3732364696950935e-33,
0.07848785072565079,
-0.07820294052362442,
0.019945524632930756,
-0.001591455307789147,
0.07579822838306427,
-0.11732549965381622,
0.028564663603901863,
0.002789303893223405,
-0.1255195289850235,
0.034579385071992874,
-0.0007917844341136515,
0.030780140310525894,
-0.11288570612668991,
-0.0003283294499851763,
-0.06572361290454865,
-0.017344068735837936,
-0.01487929467111826,
-0.030150966718792915,
0.03869875520467758,
-0.02635211870074272,
-0.0033115604892373085,
0.0020201196894049644,
-0.006126122549176216,
0.0008062906563282013,
-0.025324517861008644,
0.04711824655532837,
0.04511004686355591,
0.014033803716301918,
-0.02609061449766159,
0.032943930476903915,
0.08605508506298065,
0.001247525797225535,
-0.002285295631736517,
0.03513840213418007,
-0.0589422844350338,
0.027726760134100914,
-0.046684157103300095,
0.00017383432714268565,
-0.08250515162944794,
-0.051516029983758926,
0.07956211268901825,
0.007102671079337597,
-0.11461873352527618,
-0.01780226081609726,
0.0009820576524361968,
-0.006725627928972244,
-0.0523948073387146,
-0.0422077402472496,
0.028314368799328804,
-0.047301098704338074,
-0.04047531634569168,
0.10929619520902634,
0.025491615757346153,
0.09075303375720978,
0.03607853129506111,
-0.06373977661132812,
0.02949456498026848,
-0.00769445626065135,
-0.01227678544819355,
-0.1132105216383934,
0.006136068608611822,
0.0116532351821661,
-0.013672473840415478,
-0.00752524146810174,
0.045555777847766876,
0.00249545113183558,
-0.0004468788974918425,
0.014458795078098774,
-0.023033959791064262,
-0.05970361828804016,
-0.05881244316697121,
0.006181734148412943,
0.04292665049433708,
-0.015095262788236141,
-0.09016163647174835,
-0.07311569154262543,
-0.01695130579173565,
0.011470092460513115,
0.09303207695484161,
-0.0029426044784486294,
0.011955497786402702,
-0.03358772397041321,
-0.03784933686256409,
0.026167798787355423,
-0.022585207596421242,
0.07242327928543091,
0.043778855353593826,
0.016340214759111404,
0.004846356343477964,
0.04537017643451691,
-0.06469365954399109,
0.046286240220069885,
-0.03307206928730011,
-0.027851523831486702,
-0.06707469373941422,
-6.990033810810546e-33,
-0.04949522763490677,
-0.02909720689058304,
0.0015681259101256728,
0.03151679411530495,
-0.01716182753443718,
-0.10077229887247086,
0.029177378863096237,
0.06058632582426071,
0.07486922293901443,
0.04645661264657974,
-0.015093795955181122,
0.01120392419397831,
0.04472172260284424,
-0.042159419506788254,
0.05381742864847183,
0.0509190559387207,
-0.07753262668848038,
-0.020677082240581512,
0.02386457286775112,
0.03872033953666687,
0.03779709339141846,
0.056466490030288696,
-0.010946279391646385,
0.042678408324718475,
-0.015841860324144363,
-0.06858313083648682,
-0.004230871330946684,
-0.013346455059945583,
-0.04252278804779053,
-0.02747628465294838,
0.0012165526859462261,
0.03887861222028732,
-0.09289395064115524,
0.08958426862955093,
-0.02864164113998413,
-0.05172457545995712,
0.004594098310917616,
0.05491229519248009,
-0.012724531814455986,
0.011686606332659721,
0.003820820013061166,
-0.020294303074479103,
-0.055296868085861206,
0.029168233275413513,
0.02598022297024727,
-0.04121985659003258,
-0.04428102448582649,
0.014240099117159843,
-0.018083207309246063,
-0.07584025710821152,
0.002637659665197134,
0.006294868886470795,
0.028127441182732582,
-0.03482069447636604,
0.020221123471856117,
0.024976087734103203,
0.020379122346639633,
-0.10108359903097153,
-0.04146752506494522,
-0.03398727998137474,
0.002655815100297332,
-0.12469638884067535,
-0.0794583261013031,
0.010592345148324966,
0.02478884346783161,
-0.011728622019290924,
-0.03037598542869091,
-0.027450455352663994,
0.0398530438542366,
-0.09586761891841888,
-0.058900389820337296,
0.008138978853821754,
0.04462766647338867,
-0.0343482606112957,
0.019865719601511955,
-0.05871456116437912,
-0.04782365262508392,
0.021453654393553734,
0.028212174773216248,
0.06990156322717667,
0.038023896515369415,
0.016911843791604042,
0.047569241374731064,
0.04605962336063385,
0.033993832767009735,
-0.05129159241914749,
0.004096577409654856,
0.11072202771902084,
-0.023378517478704453,
0.023999061435461044,
-0.05376842990517616,
0.06611056625843048,
0.014875615946948528,
-0.003959068097174168,
-0.014687379822134972,
-5.0525329697848065e-8,
-0.1239517331123352,
-0.08275920897722244,
-0.07377973198890686,
-0.031482528895139694,
-0.039749275892972946,
-0.06070245802402496,
0.02977718599140644,
-0.01597992330789566,
0.03565229848027229,
-0.05097632482647896,
0.0781489685177803,
0.0982334166765213,
-0.09212757647037506,
0.0359894298017025,
-0.11693668365478516,
0.01555168442428112,
-0.08841085433959961,
0.09621493518352509,
0.023034296929836273,
-0.03669466823339462,
0.019500046968460083,
0.04653019458055496,
0.05508285388350487,
-0.019108884036540985,
-0.03608423471450806,
-0.013434035703539848,
-0.09218472987413406,
0.016665302217006683,
-0.0855315551161766,
-0.026161376386880875,
-0.04737931862473488,
-0.013936711475253105,
0.048626482486724854,
-0.012495233677327633,
-0.0005229281377978623,
0.01306409202516079,
0.07113219052553177,
-0.013569977134466171,
-0.030683793127536774,
0.002110484754666686,
0.11772534251213074,
-0.03708837181329727,
-0.12772029638290405,
0.015832267701625824,
0.009732091799378395,
-0.0032680542208254337,
0.06826844066381454,
0.05001778155565262,
0.04056596755981445,
-0.013502237387001514,
-0.011006886139512062,
-0.01743532344698906,
0.03864192217588425,
-0.026866953819990158,
-0.03221329301595688,
0.020648924633860588,
0.06602684408426285,
0.06711940467357635,
-0.006331172771751881,
0.0599919818341732,
0.047857530415058136,
0.030470263212919235,
0.06756214797496796,
0.02307768352329731
] | 0.06117 |
# 插件智能体工具 OpenClaw 插件可以注册\*\*智能体工具\*\*（JSON 模式函数），这些工具在智能体运行期间暴露给 LLM。工具可以是\*\*必需的\*\*（始终可用）或\*\*可选的\*\*（选择启用）。 智能体工具在主配置的 `tools` 下配置，或在每个智能体的 `agents.list[].tools` 下配置。允许列表/拒绝列表策略控制智能体可以调用哪些工具。 ## 基本工具 ```ts import { Type } from "@sinclair/typebox"; export default function (api) { api.registerTool({ name: "my\_tool", description: "Do a thing", parameters: Type.Object({ input: Type.String(), }), async execute(\_id, params) { return { content: [{ type: "text", text: params.input }] }; }, }); } ``` ## 可选工具（选择启用） 可选工具\*\*永远不会\*\*自动启用。用户必须将它们添加到智能体允许列表中。 ```ts export default function (api) { api.registerTool( { name: "workflow\_tool", description: "Run a local workflow", parameters: { type: "object", properties: { pipeline: { type: "string" }, }, required: ["pipeline"], }, async execute(\_id, params) { return { content: [{ type: "text", text: params.pipeline }] }; }, }, { optional: true }, ); } ``` 在 `agents.list[].tools.allow`（或全局 `tools.allow`）中启用可选工具： ```json5 { agents: { list: [ { id: "main", tools: { allow: [ "workflow\_tool", // 特定工具名称 "workflow", // 插件 id（启用该插件的所有工具） "group:plugins", // 所有插件工具 ], }, }, ], }, } ``` 其他影响工具可用性的配置选项： - 仅包含插件工具名称的允许列表被视为插件选择启用；核心工具保持启用，除非你在允许列表中也包含核心工具或组。 - `tools.profile` / `agents.list[].tools.profile`（基础允许列表） - `tools.byProvider` / `agents.list[].tools.byProvider`（特定提供商的允许/拒绝） - `tools.sandbox.tools.\*`（沙箱隔离时的沙箱工具策略） ## 规则 + 提示 - 工具名称\*\*不能\*\*与核心工具名称冲突；冲突的工具会被跳过。 - 允许列表中使用的插件 id 不能与核心工具名称冲突。 - 对于触发副作用或需要额外二进制文件/凭证的工具，优先使用 `optional: true`。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/plugins/agent-tools.md | main | opebclaw | [
-0.04715314880013466,
0.06291858851909637,
-0.05507221072912216,
0.041904956102371216,
-0.06679697334766388,
0.0030754876788705587,
0.05451191961765289,
0.009581406600773335,
0.06616266071796417,
-0.035387732088565826,
0.08889441937208176,
-0.0614454559981823,
-0.025564705953001976,
0.0074072666466236115,
0.07924262434244156,
0.03530888259410858,
-0.08276882022619247,
-0.011893806979060173,
-0.050916336476802826,
-0.10167544335126877,
0.005738043691962957,
0.001901976065710187,
0.03141622245311737,
0.017317647114396095,
-0.10595765709877014,
-0.04011613503098488,
-0.025167962536215782,
-0.012296782806515694,
0.02147882990539074,
0.023502174764871597,
-0.07931941747665405,
0.01215690840035677,
-0.0254676416516304,
0.029802558943629265,
0.07674269378185272,
0.09198430180549622,
-0.0644320398569107,
-0.021828945726156235,
0.059871915727853775,
0.024543436244130135,
0.02757314406335354,
0.03623340651392937,
-0.03576529771089554,
-0.08560680598020554,
0.05345757305622101,
-0.02723943628370762,
-0.07268789410591125,
-0.014398697763681412,
-0.044594522565603256,
-0.0024869265034794807,
-0.06923577934503555,
0.045929212123155594,
-0.07068762183189392,
-0.08319894224405289,
-0.01771160215139389,
-0.0375005267560482,
-0.0037024931516498327,
0.037787213921546936,
0.0408758819103241,
0.05246254429221153,
0.015406841412186623,
0.031012840569019318,
-0.00016960728680714965,
0.010218165814876556,
-0.043179165571928024,
-0.05786550045013428,
-0.020429912954568863,
0.04740861803293228,
-0.03439965099096298,
-0.0345216765999794,
-0.02350696176290512,
-0.050896208733320236,
0.01844966411590576,
0.0571368932723999,
-0.03382042422890663,
-0.09908436238765717,
-0.007507696747779846,
-0.06368178129196167,
-0.05983234941959381,
-0.027946697548031807,
0.014594189822673798,
-0.04287724569439888,
-0.018348505720496178,
0.02469288744032383,
0.001656120177358389,
0.105206698179245,
-0.07070820778608322,
-0.018052788451313972,
0.054853007197380066,
-0.021547244861721992,
0.01327437162399292,
-0.044087156653404236,
0.03225833922624588,
0.05622445419430733,
0.09753593802452087,
0.025601033121347427,
0.026306090876460075,
-0.011452067643404007,
-0.1287841498851776,
0.09678822010755539,
-0.017463207244873047,
-0.02222207933664322,
-0.00706500094383955,
-0.03209853544831276,
-0.0659136027097702,
-0.018494747579097748,
0.0318627655506134,
-0.057226572185754776,
-0.032805435359478,
0.037849441170692444,
-0.057899776846170425,
-0.0076331631280481815,
-0.0551578551530838,
-0.035427454859018326,
0.016490796580910683,
-0.023961277678608894,
0.015594999305903912,
-0.01576174609363079,
0.005992316175252199,
0.04448312520980835,
0.1486818939447403,
-0.0433342382311821,
-0.027315454557538033,
0.03235414996743202,
0.020016992464661598,
-0.023739608004689217,
0.1001419648528099,
5.219490627948585e-34,
0.011631093919277191,
-0.012371918186545372,
-0.03111075609922409,
0.02261756919324398,
0.025749918073415756,
-0.08204659819602966,
0.06717906147241592,
0.010540111921727657,
-0.13632109761238098,
0.05003742501139641,
-0.030631903558969498,
-0.0022912039421498775,
-0.101502425968647,
0.03447677567601204,
-0.04324227198958397,
-0.03229066729545593,
0.011358924210071564,
0.03139247000217438,
0.033390358090400696,
0.0075488039292395115,
0.05035366863012314,
0.04720073938369751,
0.028569340705871582,
0.04107559472322464,
0.02060326561331749,
0.05067785084247589,
-0.07054425776004791,
-0.0165952630341053,
-0.056185390800237656,
0.012692267075181007,
-0.013521306216716766,
0.06401264667510986,
-0.047015320509672165,
0.0428774394094944,
-0.02022419683635235,
0.02150253765285015,
-0.013712839223444462,
-0.04540707916021347,
-0.0600246861577034,
-0.024560006335377693,
0.027093876153230667,
0.005294382106512785,
0.00151071697473526,
-0.005496948957443237,
-0.013487109914422035,
-0.023720521479845047,
-0.015365198254585266,
0.0056296843104064465,
0.015425728633999825,
-0.03846091777086258,
-0.08067990094423294,
0.09740465879440308,
-0.01830987073481083,
0.06851768493652344,
0.044591329991817474,
-0.028567222878336906,
-0.012668884359300137,
0.03744904696941376,
0.05874808505177498,
-0.02665559947490692,
0.01921604946255684,
-0.01838819868862629,
-0.005728697404265404,
-0.008084109053015709,
0.07318597286939621,
-0.04657226428389549,
-0.02706478349864483,
0.06423655152320862,
0.09279277920722961,
-0.06318596005439758,
0.01896580681204796,
-0.0023038615472614765,
-0.002793961903080344,
-0.011688059195876122,
0.017338957637548447,
-0.040974218398332596,
-0.05507315322756767,
0.003542125690728426,
-0.0003839611017610878,
-0.043068282306194305,
0.03210512176156044,
-0.0019796902779489756,
-0.019331112504005432,
0.07741563767194748,
-0.030693456530570984,
0.09110181033611298,
0.08605286478996277,
-0.021823110058903694,
-0.013986142352223396,
0.011401024647057056,
-0.09202980250120163,
-0.002599533414468169,
-0.04340348765254021,
-0.01781608909368515,
-0.029292220249772072,
-5.8021159540680055e-33,
0.04697752743959427,
-0.05218387395143509,
-0.05579172447323799,
-0.0213151965290308,
0.011671657674014568,
-0.15664361417293549,
0.006218463182449341,
0.0055405693128705025,
0.04218032583594322,
0.040070027112960815,
-0.0059479279443621635,
-0.08598166704177856,
-0.005081464536488056,
-0.022778185084462166,
0.09569937735795975,
0.028134889900684357,
-0.04590662568807602,
0.030844833701848984,
0.027374763041734695,
0.02573465183377266,
-0.025775590911507607,
0.03742368146777153,
-0.08275479078292847,
0.006361509673297405,
-0.05813317000865936,
-0.004813280422240496,
0.061064593493938446,
0.0008102104184217751,
-0.0003692764730658382,
0.019257744774222374,
-0.0002204936754424125,
0.009810145944356918,
-0.07159576565027237,
0.10409966111183167,
-0.022469500079751015,
-0.014513717032968998,
0.04939869046211243,
0.04574502259492874,
-0.06806571036577225,
-0.010701268911361694,
0.07916524261236191,
-0.004482298158109188,
-0.08222073316574097,
-0.05884414166212082,
0.006831268314272165,
0.01061215903609991,
0.014671520330011845,
0.040728043764829636,
0.019362682476639748,
-0.07962816953659058,
0.09513600170612335,
-0.04658115655183792,
-0.060001302510499954,
-0.0791916772723198,
-0.012392878532409668,
-0.010062890127301216,
0.0400027334690094,
-0.16610164940357208,
-0.022811580449342728,
-0.04758851230144501,
-0.06457145512104034,
-0.029551541432738304,
-0.012408985756337643,
0.0016934836748987436,
0.028198150917887688,
-0.10021425038576126,
-0.007851661182940006,
-0.0030614743009209633,
0.07264205813407898,
-0.0675654485821724,
-0.06379973888397217,
-0.007013227324932814,
0.03606298193335533,
-0.050932206213474274,
-0.001950112055055797,
-0.021939147263765335,
-0.0960114523768425,
-0.03889648616313934,
0.10821304470300674,
0.03243635594844818,
-0.025188537314534187,
-0.035941727459430695,
0.032842449843883514,
0.1242382675409317,
-0.011221247725188732,
0.0007816864526830614,
0.0537114217877388,
0.10987371951341629,
-0.06680533289909363,
0.03842223808169365,
0.053826529532670975,
-0.060457613319158554,
0.044823404401540756,
0.026948153972625732,
-0.011361277662217617,
-5.321050622342227e-8,
-0.08712290972471237,
-0.03093119151890278,
-0.06695142388343811,
-0.0109260780736804,
-0.02281772717833519,
-0.03431957587599754,
-0.05657745525240898,
-0.05120304599404335,
0.03661821410059929,
-0.01704723946750164,
0.017962738871574402,
0.019900431856513023,
-0.02100783959031105,
0.025426799431443214,
-0.04860052838921547,
0.0012880376307293773,
-0.05138435959815979,
0.07883048802614212,
0.005294937640428543,
-0.0874476283788681,
0.005654626991599798,
-0.03316645324230194,
-0.009146539494395256,
-0.14829380810260773,
0.045224785804748535,
0.004993440117686987,
-0.172929048538208,
0.032133445143699646,
-0.06306194514036179,
0.08893463760614395,
-0.013759281486272812,
-0.03870685026049614,
0.017800219357013702,
-0.01523714791983366,
0.06649176776409149,
-0.018802965059876442,
0.10700345784425735,
-0.10704502463340759,
-0.02221369370818138,
-0.04793499410152435,
0.11215228587388992,
-0.023795273154973984,
-0.05476980656385422,
0.018345648422837257,
0.08185970783233643,
-0.04609908163547516,
0.01951313391327858,
-0.031793225556612015,
0.08924117684364319,
-0.01768502965569496,
0.02684657648205757,
0.008063835091888905,
0.03941253572702408,
-0.0011489078169688582,
0.05358196794986725,
-0.06505237519741058,
0.0046278261579573154,
-0.00029350019758567214,
0.012586606666445732,
0.06720902025699615,
-0.004727424122393131,
0.04796866700053215,
0.054972242563962936,
-0.028982948511838913
] | 0.074983 |
# Zalo Personal（插件） 通过插件为 OpenClaw 提供 Zalo Personal 支持，使用 `zca-cli` 自动化普通 Zalo 用户账户。 > \*\*警告：\*\* 非官方自动化可能导致账户被暂停/封禁。使用风险自负。 ## 命名 渠道 id 是 `zalouser`，以明确表示这是自动化\*\*个人 Zalo 用户账户\*\*（非官方）。我们保留 `zalo` 用于潜在的未来官方 Zalo API 集成。 ## 运行位置 此插件\*\*在 Gateway 网关进程内\*\*运行。 如果你使用远程 Gateway 网关，请在\*\*运行 Gateway 网关的机器\*\*上安装/配置它，然后重启 Gateway 网关。 ## 安装 ### 选项 A：从 npm 安装 ```bash openclaw plugins install @openclaw/zalouser ``` 之后重启 Gateway 网关。 ### 选项 B：从本地文件夹安装（开发） ```bash openclaw plugins install ./extensions/zalouser cd ./extensions/zalouser && pnpm install ``` 之后重启 Gateway 网关。 ## 前置条件：zca-cli Gateway 网关机器必须在 `PATH` 中有 `zca`： ```bash zca --version ``` ## 配置 渠道配置位于 `channels.zalouser` 下（不是 `plugins.entries.\*`）： ```json5 { channels: { zalouser: { enabled: true, dmPolicy: "pairing", }, }, } ``` ## CLI ```bash openclaw channels login --channel zalouser openclaw channels logout --channel zalouser openclaw channels status --probe openclaw message send --channel zalouser --target --message "Hello from OpenClaw" openclaw directory peers list --channel zalouser --query "name" ``` ## 智能体工具 工具名称：`zalouser` 操作：`send`、`image`、`link`、`friends`、`groups`、`me`、`status` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/plugins/zalouser.md | main | opebclaw | [
-0.06873363256454468,
0.1067887470126152,
-0.06675826013088226,
-0.015891367569565773,
-0.04361477866768837,
-0.09004490077495575,
0.07589192688465118,
-0.025400912389159203,
-0.018218904733657837,
0.007113112136721611,
0.11400459706783295,
-0.030424777418375015,
0.10285492241382599,
-0.00804721750319004,
0.003147614188492298,
0.06260310113430023,
-0.05550624430179596,
-0.0038029185961931944,
-0.03954485431313515,
-0.038417331874370575,
-0.029062211513519287,
-0.012509758584201336,
0.02341526560485363,
-0.00626363093033433,
-0.06797091662883759,
0.0780392438173294,
-0.027282970026135445,
0.08809274435043335,
-0.000042147308704443276,
-0.041331127285957336,
-0.022332392632961273,
0.08473938703536987,
-0.04728000983595848,
-0.009337794035673141,
0.1226973757147789,
0.056471895426511765,
0.03458208963274956,
-0.006782867480069399,
0.010444417595863342,
0.01762578636407852,
0.01804964244365692,
-0.026100538671016693,
0.014651826582849026,
-0.07662340998649597,
-0.003004177939146757,
0.006050482392311096,
-0.032225094735622406,
-0.0767567902803421,
-0.08076809346675873,
-0.07980966567993164,
-0.08125732094049454,
-0.03062928095459938,
-0.007978362031280994,
0.027201086282730103,
0.04079855978488922,
-0.05279969051480293,
-0.007575002498924732,
-0.03313944861292839,
0.015280414372682571,
-0.018374983221292496,
-0.0029712612740695477,
0.0415344201028347,
-0.04352880269289017,
0.027212155982851982,
-0.11082614213228226,
0.0031068441458046436,
-0.018495995551347733,
-0.011431862600147724,
-0.06697537750005722,
0.0037345639429986477,
-0.03390303626656532,
-0.006669064983725548,
-0.023311953991651535,
0.01031656563282013,
-0.03486689180135727,
-0.008786793798208237,
0.06859464198350906,
-0.008654647506773472,
-0.08414402604103088,
-0.12419252097606659,
-0.008551199920475483,
0.021568728610873222,
0.08739091455936432,
0.002801228081807494,
-0.04152756929397583,
0.12934552133083344,
-0.04293859377503395,
-0.055743467062711716,
0.10188907384872437,
-0.00873293075710535,
0.05390679091215134,
0.0160809438675642,
0.044916458427906036,
-0.005361505318433046,
0.01814553514122963,
-0.08936764299869537,
0.037413764744997025,
-0.025818856433033943,
-0.07497072964906693,
0.0700853168964386,
0.025617588311433792,
-0.037160951644182205,
0.0199377853423357,
-0.027388526126742363,
-0.05588281527161598,
0.03242764621973038,
0.0016075249295681715,
0.06859683245420456,
0.018692562356591225,
0.04871886968612671,
-0.008422418497502804,
-0.07777919620275497,
0.019431214779615402,
-0.1312587410211563,
-0.06256710737943649,
0.03798548877239227,
-0.02703246660530567,
-0.03976806625723839,
-0.006284493952989578,
0.034143391996622086,
0.03403405472636223,
-0.012995288707315922,
-0.10910843312740326,
-0.010436185635626316,
0.0048460946418344975,
-0.01499398797750473,
0.08271383494138718,
2.804105774372073e-33,
-0.03162673860788345,
0.0428885743021965,
-0.029074586927890778,
-0.03776007890701294,
0.07096888870000839,
-0.02628438174724579,
-0.009229868650436401,
0.020460590720176697,
-0.08331254869699478,
0.048356883227825165,
-0.01996624283492565,
-0.04416374862194061,
-0.04047984629869461,
0.037659984081983566,
-0.0021746521815657616,
-0.04006451740860939,
0.0008672889671288431,
-0.05095149949193001,
-0.012577531859278679,
-0.022654466331005096,
0.09338508546352386,
-0.015255440957844257,
-0.022609423846006393,
-0.04383650794625282,
-0.01703149825334549,
0.08922113478183746,
0.016646424308419228,
-0.03342123329639435,
-0.00904165767133236,
0.03851877525448799,
0.0491815060377121,
-0.004311146214604378,
-0.02437422424554825,
0.036889463663101196,
-0.09005133807659149,
0.00003411200668779202,
-0.024670248851180077,
-0.04969898611307144,
-0.03647681325674057,
-0.01357141975313425,
-0.027359530329704285,
-0.016927022486925125,
-0.034809306263923645,
0.06880130618810654,
0.05002984032034874,
-0.03240971267223358,
-0.06032683327794075,
-0.011605516076087952,
0.08408670127391815,
-0.08034989982843399,
-0.0831020325422287,
0.0657113790512085,
-0.08252470940351486,
0.042786769568920135,
-0.047283753752708435,
-0.03497953340411186,
-0.1152571514248848,
-0.0028667652513831854,
0.03838879615068436,
0.004450682550668716,
0.060389477759599686,
0.024529462680220604,
0.006478447467088699,
0.03732628375291824,
0.10174048691987991,
-0.09112585335969925,
-0.003205352695658803,
0.04897218197584152,
0.01547964196652174,
-0.026977326720952988,
-0.10048466920852661,
-0.02171594277024269,
0.08518418669700623,
0.0631561204791069,
-0.028075387701392174,
-0.0715227946639061,
-0.04366091266274452,
-0.018295492976903915,
0.102994903922081,
-0.06288260221481323,
-0.041609056293964386,
-0.05896691605448723,
-0.01547048520296812,
-0.03393609821796417,
0.028005460277199745,
0.052019160240888596,
0.05041854828596115,
-0.014421223662793636,
-0.04540358856320381,
0.04028727859258652,
-0.09370648115873337,
-0.015538621693849564,
-0.029380952939391136,
-0.02851957641541958,
-0.059443458914756775,
-6.83908417311764e-33,
-0.024328812956809998,
0.04565219208598137,
-0.04525599256157875,
-0.030267778784036636,
0.015720149502158165,
-0.06100314483046532,
0.011557458899915218,
-0.006392369046807289,
0.0076544201001524925,
0.06885664165019989,
-0.011334874667227268,
0.08229804784059525,
0.03005087934434414,
-0.04240475222468376,
0.08183092623949051,
-0.02085760049521923,
0.0025638602674007416,
0.06010426953434944,
-0.0383945032954216,
0.0511472150683403,
-0.03386989235877991,
0.012932084500789642,
-0.1529468297958374,
-0.014365560375154018,
-0.028923962265253067,
0.041193634271621704,
0.05394398048520088,
0.01227249950170517,
0.0651269406080246,
0.08919652551412582,
-0.035102155059576035,
-0.043597493320703506,
-0.09269167482852936,
0.08981926739215851,
-0.007319169119000435,
-0.056617170572280884,
-0.013453991152346134,
-0.003906375262886286,
-0.04759194701910019,
-0.008324023336172104,
-0.02108003757894039,
-0.00007089388964232057,
-0.0044459193013608456,
0.010273223742842674,
0.002419886877760291,
0.025298068299889565,
-0.0553443506360054,
-0.08429523557424545,
-0.06944899260997772,
-0.07074720412492752,
0.07288338243961334,
0.03137119859457016,
-0.02741328254342079,
0.026950040832161903,
0.05127234011888504,
0.02626096084713936,
0.02967645227909088,
-0.09802992641925812,
-0.05974143370985985,
-0.11320006102323532,
0.0329618975520134,
0.061961691826581955,
0.024964693933725357,
0.021328071132302284,
0.06545599550008774,
-0.015795519575476646,
0.02649727277457714,
-0.019953129813075066,
-0.004858160391449928,
-0.07416163384914398,
0.009293792769312859,
-0.005821713712066412,
-0.049662668257951736,
-0.1236872673034668,
0.025935979560017586,
0.02963334321975708,
-0.016919052228331566,
0.08427805453538895,
-0.029676448553800583,
0.029691053554415703,
0.03678562492132187,
-0.08317337930202484,
0.0482834130525589,
0.06226081773638725,
-0.026340743526816368,
-0.06222056597471237,
0.0177470576018095,
0.09584534168243408,
0.0698678269982338,
0.015029641799628735,
0.0011881127720698714,
0.031130312010645866,
0.00430024228990078,
0.05356994643807411,
0.017871197313070297,
-4.4624535178172664e-8,
-0.061602987349033356,
-0.0929168164730072,
-0.09104146808385849,
0.010466163046658039,
0.02627091482281685,
-0.05464853346347809,
-0.032148607075214386,
-0.05947114899754524,
-0.0898858904838562,
-0.016709640622138977,
0.08617837727069855,
0.039490364491939545,
-0.07848192006349564,
0.045608118176460266,
-0.06298273801803589,
0.06308133900165558,
-0.030246851965785027,
0.02560686692595482,
0.025255359709262848,
-0.061633266508579254,
-0.07337949424982071,
0.035947468131780624,
0.04060812294483185,
-0.07211562991142273,
-0.061034440994262695,
0.057099100202322006,
-0.09084931761026382,
-0.02389736846089363,
0.0008282180060632527,
-0.022926609963178635,
-0.0007888845284469426,
-0.0025677846278995275,
0.07466178387403488,
-0.01901897042989731,
0.016397088766098022,
0.017543183639645576,
0.05148829147219658,
-0.015009378083050251,
-0.006128911394625902,
-0.03201242536306381,
0.09198552370071411,
-0.08173924684524536,
0.02346893399953842,
0.040515702217817307,
0.033788859844207764,
-0.010778536088764668,
0.031258661299943924,
-0.05193890258669853,
0.058352407068014145,
-0.007629964966326952,
-0.002500515663996339,
-0.016299128532409668,
0.0501527339220047,
0.01588669791817665,
0.041530314832925797,
0.007436357904225588,
-0.0015832193894311786,
-0.026990391314029694,
0.043207183480262756,
0.09049541503190994,
0.03486232832074165,
0.0670194923877716,
0.008004702627658844,
-0.011536742560565472
] | 0.112669 |
# 仪表板（控制 UI） Gateway 网关仪表板是默认在 `/` 提供的浏览器控制 UI （通过 `gateway.controlUi.basePath` 覆盖）。 快速打开（本地 Gateway 网关）： - http://127.0.0.1:18789/（或 http://localhost:18789/） 关键参考： - [控制 UI](/web/control-ui) 了解使用方法和 UI 功能。 - [Tailscale](/gateway/tailscale) 了解 Serve/Funnel 自动化。 - [Web 界面](/web) 了解绑定模式和安全注意事项。 认证通过 `connect.params.auth`（token 或密码）在 WebSocket 握手时强制执行。 参见 [Gateway 网关配置](/gateway/configuration) 中的 `gateway.auth`。 安全注意事项：控制 UI 是一个\*\*管理界面\*\*（聊天、配置、执行审批）。 不要公开暴露它。UI 在首次加载后将 token 存储在 `localStorage` 中。 优先使用 localhost、Tailscale Serve 或 SSH 隧道。 ## 快速路径（推荐） - 新手引导后，CLI 现在会自动打开带有你的 token 的仪表板，并打印相同的带 token 链接。 - 随时重新打开：`openclaw dashboard`（复制链接，如果可能则打开浏览器，如果是无头环境则显示 SSH 提示）。 - token 保持本地（仅查询参数）；UI 在首次加载后移除它并保存到 localStorage。 ## Token 基础（本地 vs 远程） - \*\*Localhost\*\*：打开 `http://127.0.0.1:18789/`。如果你看到"unauthorized"，运行 `openclaw dashboard` 并使用带 token 的链接（`?token=...`）。 - \*\*Token 来源\*\*：`gateway.auth.token`（或 `OPENCLAW\_GATEWAY\_TOKEN`）；UI 在首次加载后存储它。 - \*\*非 localhost\*\*：使用 Tailscale Serve（如果 `gateway.auth.allowTailscale: true` 则无需 token）、带 token 的 tailnet 绑定，或 SSH 隧道。参见 [Web 界面](/web)。 ## 如果你看到"unauthorized" / 1008 - 运行 `openclaw dashboard` 获取新的带 token 链接。 - 确保 Gateway 网关可达（本地：`openclaw status`；远程：SSH 隧道 `ssh -N -L 18789:127.0.0.1:18789 user@host` 然后打开 `http://127.0.0.1:18789/?token=...`）。 - 在仪表板设置中，粘贴你在 `gateway.auth.token`（或 `OPENCLAW\_GATEWAY\_TOKEN`）中配置的相同 token。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/web/dashboard.md | main | opebclaw | [
-0.06663833558559418,
-0.0027157124131917953,
-0.02598617598414421,
-0.04296177625656128,
-0.047575753182172775,
-0.08018138259649277,
0.04238048940896988,
0.026579419150948524,
0.012861421331763268,
-0.042228151112794876,
0.11566584557294846,
-0.051279567182064056,
0.02314934693276882,
-0.01687116175889969,
0.053374283015728,
0.056971482932567596,
-0.0337885357439518,
-0.009189529344439507,
0.007940439507365227,
-0.056806936860084534,
-0.0037668137811124325,
-0.06222296133637428,
-0.010252713225781918,
-0.003504265798255801,
-0.016278132796287537,
-0.02019832469522953,
-0.02808353491127491,
0.00928583275526762,
-0.00414838595315814,
-0.008288395591080189,
-0.025143926963210106,
0.05968180671334267,
-0.09734663367271423,
0.016221461817622185,
-0.006772869732230902,
0.05369194224476814,
0.10771512985229492,
-0.022538231685757637,
0.011931424029171467,
0.0013753499370068312,
0.04811858758330345,
-0.006853494327515364,
0.028587179258465767,
-0.07040093094110489,
0.04047366976737976,
0.008610650897026062,
-0.047293584793806076,
-0.011785703711211681,
-0.09171660989522934,
-0.010073384270071983,
-0.03665538132190704,
-0.010140101425349712,
0.004028789233416319,
0.06440167129039764,
0.01487819291651249,
0.03352418169379234,
-0.02505621686577797,
0.05527316406369209,
0.0609624944627285,
0.03063253127038479,
-0.03429119661450386,
-0.0023319171741604805,
0.031175555661320686,
-0.021618856117129326,
-0.0781787782907486,
-0.036942604929208755,
-0.051475364714860916,
-0.0034549934789538383,
0.034282997250556946,
-0.012217656709253788,
-0.08486960083246231,
-0.02388644404709339,
-0.07375550270080566,
0.0032746128272265196,
-0.026145679876208305,
-0.01178112905472517,
-0.00011586793698370457,
-0.00868963822722435,
-0.09358983486890793,
-0.10652508586645126,
0.0441368967294693,
0.030743446201086044,
0.05682588368654251,
0.09556566923856735,
-0.008016042411327362,
0.06494681537151337,
-0.05753765255212784,
-0.04057742655277252,
0.09989365190267563,
-0.014583062380552292,
0.025394219905138016,
-0.019310487434267998,
-0.014935959130525589,
0.03755670040845871,
0.08578657358884811,
-0.016434643417596817,
0.018930906429886818,
0.01842631585896015,
-0.09352512657642365,
0.02715999074280262,
0.004687979351729155,
-0.03083949163556099,
0.017933225259184837,
0.020905090495944023,
0.03971962630748749,
-0.0030456159729510546,
-0.019188325852155685,
0.06758686900138855,
0.10295354574918747,
0.020536871626973152,
-0.06167546287178993,
-0.053387563675642014,
-0.041097454726696014,
-0.06919926404953003,
-0.096489317715168,
0.023895343765616417,
-0.01460270769894123,
-0.025467218831181526,
-0.006444869097322226,
0.04013783112168312,
0.021982021629810333,
0.01751958765089512,
-0.1391531527042389,
-0.06553035974502563,
-0.021330729126930237,
-0.004511506762355566,
0.11828911304473877,
6.389401013262482e-33,
-0.03018822893500328,
0.03917688876390457,
-0.032233044505119324,
-0.064401775598526,
0.10595957189798355,
-0.0645800456404686,
0.04850269854068756,
-0.009449147619307041,
-0.050296101719141006,
0.03625674173235893,
-0.01227653305977583,
-0.011277429759502411,
-0.08642829954624176,
-0.013424111530184746,
-0.015905285254120827,
-0.07486900687217712,
-0.0006791569176129997,
-0.024191919714212418,
0.0939498320221901,
-0.04944027215242386,
0.016290755942463875,
-0.024080639705061913,
-0.009119844995439053,
-0.07603754848241806,
0.007022505160421133,
0.03625629097223282,
-0.009855563752353191,
0.04267110303044319,
-0.0219173151999712,
0.01932399533689022,
0.09164857864379883,
-0.04666799306869507,
-0.007890489883720875,
0.016303569078445435,
-0.04474081099033356,
-0.04926064610481262,
0.028541455045342445,
-0.060505762696266174,
-0.07121635973453522,
-0.0054551069624722,
-0.10201068222522736,
-0.032557711005210876,
-0.06250761449337006,
0.015427201054990292,
-0.03860596567392349,
-0.061398472636938095,
-0.13123434782028198,
-0.03519613295793533,
0.14929993450641632,
-0.06227478012442589,
-0.1452576071023941,
0.021367637440562248,
-0.003325221361592412,
0.007826633751392365,
0.05377793312072754,
-0.06355118006467819,
-0.08557217568159103,
0.03248487040400505,
-0.0503273569047451,
-0.041540760546922684,
0.02864314429461956,
-0.039705049246549606,
-0.05510354042053223,
0.017001427710056305,
0.09726744145154953,
0.0476827435195446,
-0.019205069169402122,
0.022054200991988182,
-0.014451627619564533,
-0.0931292325258255,
-0.10464327037334442,
0.010943060740828514,
0.03217878192663193,
0.1003623679280281,
-0.03643026947975159,
-0.08013742417097092,
-0.005092821549624205,
0.05721668154001236,
0.02585078775882721,
-0.04456278681755066,
-0.0505903959274292,
-0.030601410195231438,
-0.055955465883016586,
0.11058878153562546,
0.03504081815481186,
0.057218700647354126,
0.04383699968457222,
-0.007395601831376553,
-0.029721196740865707,
0.018246645107865334,
-0.0962606891989708,
0.014862283132970333,
0.009705032221972942,
0.04417230933904648,
-0.09729485213756561,
-1.0430506676311711e-32,
-0.04248795285820961,
0.061186790466308594,
-0.08794806152582169,
0.03442021831870079,
-0.03579026088118553,
-0.00650399923324585,
0.07969171553850174,
0.005481099244207144,
0.02489268220961094,
0.06444528698921204,
0.0038298387080430984,
0.08644317835569382,
0.02216084860265255,
-0.04844605550169945,
-0.021986480802297592,
0.03965869918465614,
-0.0010068590054288507,
-0.0184245053678751,
-0.04102037474513054,
-0.010756689123809338,
-0.025567833334207535,
0.053698185831308365,
-0.1280808299779892,
-0.02173074521124363,
-0.04750330373644829,
0.05215941742062569,
0.0887909084558487,
0.0011541916755959392,
-0.05670320242643356,
0.030482711270451546,
0.028535878285765648,
0.006006383337080479,
-0.016216691583395004,
0.09579537808895111,
-0.0036068593617528677,
-0.039591141045093536,
0.025243688374757767,
0.057866357266902924,
-0.027498139068484306,
-0.006529060658067465,
0.059542570263147354,
-0.07798514515161514,
-0.002460314892232418,
0.015016840770840645,
-0.021322742104530334,
0.029382839798927307,
-0.020640481263399124,
-0.01715809479355812,
-0.07594821602106094,
-0.028360605239868164,
0.062332477420568466,
0.01153537817299366,
0.009581994265317917,
-0.005111371632665396,
-0.016101181507110596,
0.047081708908081055,
0.07479283958673477,
-0.060797564685344696,
-0.024999229237437248,
-0.15485040843486786,
0.06962067633867264,
-0.03803112730383873,
0.005127856507897377,
0.08858025819063187,
0.0057334695011377335,
0.003214649623259902,
-0.05007017403841019,
0.01882292330265045,
0.06914681941270828,
-0.0889270007610321,
-0.0174850020557642,
0.020685147494077682,
0.03971252590417862,
-0.025505300611257553,
0.04457024857401848,
-0.02125910483300686,
0.032642826437950134,
0.03141402825713158,
0.014895428903400898,
0.03746839985251427,
0.004473056178539991,
0.025270773097872734,
-0.01005686167627573,
-0.01844865083694458,
-0.007697618566453457,
-0.0545913390815258,
-0.04608915373682976,
0.1598379760980606,
0.010348173789680004,
0.027414454147219658,
-0.01545507088303566,
0.06811770051717758,
-0.012986327521502972,
0.05685987323522568,
0.017583627253770828,
-5.473534514521816e-8,
-0.008139098063111305,
-0.057510629296302795,
-0.06503738462924957,
-0.04617595300078392,
-0.03344396501779556,
0.012225746177136898,
-0.007895347662270069,
-0.027578817680478096,
-0.03354900702834129,
-0.032082535326480865,
-0.035783592611551285,
0.07619144767522812,
-0.0927373617887497,
0.01575411669909954,
-0.07779771089553833,
-0.0551692396402359,
-0.029963264241814613,
0.06241137906908989,
0.020359033718705177,
-0.07085172086954117,
-0.013929692097008228,
-0.033419251441955566,
0.01229654811322689,
-0.039138659834861755,
-0.013589318841695786,
0.0298724677413702,
-0.023062556982040405,
0.027793368324637413,
-0.09215276688337326,
-0.01456309761852026,
-0.041223153471946716,
-0.01104244589805603,
-0.017531270161271095,
-0.03199157491326332,
-0.05850677192211151,
0.10251910984516144,
-0.05667738988995552,
-0.04302346706390381,
-0.007624309975653887,
-0.041731007397174835,
0.05466201901435852,
-0.08950669318437576,
0.028246311470866203,
0.008215432055294514,
0.08137539029121399,
0.035213716328144073,
0.03137936815619469,
0.07133375853300095,
0.1252010315656662,
-0.020736636593937874,
-0.020728427916765213,
-0.06963971257209778,
0.0671180933713913,
-0.03472425788640976,
0.01601732149720192,
-0.005086310673505068,
-0.028684282675385475,
-0.07302575558423996,
0.01714167930185795,
0.019308801740407944,
0.016448047012090683,
0.06522125750780106,
-0.0003867963096126914,
0.006143216509371996
] | 0.111582 |
# WebChat（Gateway 网关 WebSocket UI） 状态：macOS/iOS SwiftUI 聊天 UI 直接与 Gateway 网关 WebSocket 通信。 ## 它是什么 - Gateway 网关的原生聊天 UI（无嵌入式浏览器，无本地静态服务器）。 - 使用与其他渠道相同的会话和路由规则。 - 确定性路由：回复始终返回到 WebChat。 ## 快速开始 1. 启动 Gateway 网关。 2. 打开 WebChat UI（macOS/iOS 应用）或控制 UI 聊天标签页。 3. 确保已配置 Gateway 网关认证（默认需要，即使在 loopback 上）。 ## 工作原理（行为） - UI 连接到 Gateway 网关 WebSocket 并使用 `chat.history`、`chat.send` 和 `chat.inject`。 - `chat.inject` 直接将助手注释追加到转录并广播到 UI（无智能体运行）。 - 历史记录始终从 Gateway 网关获取（无本地文件监听）。 - 如果 Gateway 网关不可达，WebChat 为只读模式。 ## 远程使用 - 远程模式通过 SSH/Tailscale 隧道传输 Gateway 网关 WebSocket。 - 你不需要运行单独的 WebChat 服务器。 ## 配置参考（WebChat） 完整配置：[配置](/gateway/configuration) 渠道选项： - 没有专用的 `webchat.\*` 块。WebChat 使用下面的 Gateway 网关端点 + 认证设置。 相关的全局选项： - `gateway.port`、`gateway.bind`：WebSocket 主机/端口。 - `gateway.auth.mode`、`gateway.auth.token`、`gateway.auth.password`：WebSocket 认证。 - `gateway.remote.url`、`gateway.remote.token`、`gateway.remote.password`：远程 Gateway 网关目标。 - `session.\*`：会话存储和主键默认值。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/web/webchat.md | main | opebclaw | [
-0.07046138495206833,
0.01346210204064846,
0.02120998315513134,
-0.05931755155324936,
-0.036712825298309326,
-0.09100916981697083,
0.060555409640073776,
0.005510332528501749,
0.02151661366224289,
-0.022960150614380836,
0.12135528773069382,
-0.05595479533076286,
0.03137044608592987,
-0.003769544418901205,
0.09450343996286392,
0.00534220552071929,
-0.024332106113433838,
-0.07228120416402817,
-0.01850457862019539,
-0.05577939748764038,
0.005172669887542725,
0.0035855055321007967,
0.01208689995110035,
0.025048498064279556,
0.02668914757668972,
0.012352862395346165,
-0.015948636457324028,
-0.014222909696400166,
0.011641391552984715,
-0.0006514100241474807,
-0.010937949642539024,
0.03850303590297699,
-0.06693199276924133,
0.06489662081003189,
-0.03477878496050835,
0.03537096083164215,
0.08967947214841843,
0.0018827620660886168,
-0.03483101353049278,
0.03296874836087227,
-0.06804653257131577,
0.004323994275182486,
0.034809768199920654,
-0.011481808498501778,
0.03297892585396767,
-0.027117785066366196,
-0.10929575562477112,
-0.026848383247852325,
-0.09647288173437119,
-0.008320916444063187,
-0.03881176933646202,
-0.009703393094241619,
-0.013702970929443836,
0.14262539148330688,
0.060161616653203964,
0.0316723994910717,
-0.07359243929386139,
0.03984067216515541,
0.07304616272449493,
0.0024007984902709723,
-0.06449749320745468,
0.018538814038038254,
0.04628073051571846,
-0.009851544164121151,
-0.06627626717090607,
0.011670670472085476,
-0.03379436954855919,
-0.015414347872138023,
0.023731935769319534,
0.007639102637767792,
-0.03830419480800629,
-0.02204802818596363,
-0.03309325873851776,
0.024260612204670906,
-0.04482901841402054,
0.00741350743919611,
0.025334306061267853,
0.02096269279718399,
-0.11500874906778336,
-0.08500135689973831,
-0.0005942979478277266,
-0.007830479182302952,
0.008216384798288345,
0.0775349959731102,
-0.0344664603471756,
0.07082327455282211,
-0.07599588483572006,
-0.07208202034235,
0.059534892439842224,
0.036825019866228104,
-0.014313947409391403,
-0.03394622355699539,
0.035753924399614334,
0.06685226410627365,
0.06406816840171814,
-0.026536861434578896,
0.040761206299066544,
0.03672726824879646,
-0.06729107350111008,
0.05377756431698799,
0.048560623079538345,
-0.05947144329547882,
-0.06266976147890091,
-0.011298776604235172,
0.049549415707588196,
-0.03028317354619503,
-0.009276698343455791,
-0.053856901824474335,
0.10605093836784363,
0.043142594397068024,
-0.059807904064655304,
-0.045065660029649734,
-0.01429658755660057,
-0.03631243482232094,
-0.04443264752626419,
0.02956901118159294,
-0.03354881703853607,
-0.024329327046871185,
0.03497796505689621,
0.059607334434986115,
0.10392250120639801,
0.028282681480050087,
-0.07529530674219131,
-0.04388659819960594,
-0.03726748749613762,
-0.023406606167554855,
0.14660824835300446,
-7.732716376283348e-35,
0.025578325614333153,
0.012097603641450405,
-0.06880167871713638,
0.012598250061273575,
0.09179054945707321,
-0.04107414186000824,
0.010663658380508423,
0.017443325370550156,
-0.033850301057100296,
0.007843248546123505,
-0.030144384130835533,
-0.0071141282096505165,
-0.07257963716983795,
0.0013432159321382642,
-0.013705193996429443,
-0.04664905369281769,
-0.01585983857512474,
-0.011578881181776524,
0.12481960654258728,
-0.01078577246516943,
0.03184947371482849,
0.004926511086523533,
0.011362409219145775,
-0.0066973501816391945,
0.022312398999929428,
0.1065877377986908,
-0.028898056596517563,
0.03884049504995346,
-0.04182106629014015,
0.052716150879859924,
0.031821880489587784,
-0.019614791497588158,
-0.044646233320236206,
0.01632719486951828,
-0.004579764325171709,
-0.10298436880111694,
0.021329380571842194,
-0.06941540539264679,
-0.06180143728852272,
0.004004446789622307,
-0.08392953872680664,
-0.029796015471220016,
-0.1217762678861618,
-0.025505706667900085,
0.046811796724796295,
-0.05168003588914871,
-0.10971617698669434,
-0.04757010191679001,
0.06315544992685318,
-0.02923700213432312,
-0.10676750540733337,
0.04873035475611687,
0.002706429921090603,
0.00349735957570374,
0.012283116579055786,
-0.028216084465384483,
-0.006168062798678875,
-0.006004628259688616,
-0.022448232397437096,
0.015377488918602467,
-0.03014129027724266,
0.016358448192477226,
0.007261192426085472,
-0.02097284235060215,
0.10814917832612991,
0.042750898748636246,
-0.02910028211772442,
-0.010764564387500286,
-0.0529889240860939,
-0.09184111654758453,
-0.02815062738955021,
0.003709421493113041,
0.006788546219468117,
0.03918664902448654,
-0.05937819555401802,
-0.033486880362033844,
-0.021186022087931633,
0.05098884925246239,
0.007404295261949301,
-0.08578348904848099,
-0.04518849775195122,
-0.03404377028346062,
-0.051479849964380264,
0.04713363200426102,
0.017839858308434486,
0.019148200750350952,
0.04880014806985855,
-0.03793644905090332,
-0.0671282559633255,
0.08689498901367188,
-0.16580058634281158,
0.025645986199378967,
0.03706890344619751,
-0.03195183351635933,
-0.06368400156497955,
-4.095502766159484e-33,
-0.016724945977330208,
0.06936430931091309,
-0.0998406857252121,
0.029898544773459435,
-0.024920901283621788,
-0.06579846888780594,
0.0756085216999054,
0.029867999255657196,
0.037617288529872894,
0.05553286895155907,
-0.05963495373725891,
-0.0017433874309062958,
-0.003155531594529748,
-0.030515823513269424,
0.024630768224596977,
0.03771207854151726,
0.01499332394450903,
-0.041920971125364304,
-0.06777762621641159,
-0.0008409120491705835,
0.0265541672706604,
-0.0189511701464653,
-0.13240693509578705,
0.020794330164790154,
0.0014774274313822389,
0.04709548130631447,
0.09502647072076797,
0.028384048491716385,
-0.028854720294475555,
-0.04958714172244072,
0.020388241857290268,
-0.007578955963253975,
-0.03592503443360329,
0.07422080636024475,
0.0016793186077848077,
0.0006990049150772393,
0.08898783475160599,
0.03484361246228218,
-0.04898683354258537,
-0.061703331768512726,
0.11171195656061172,
-0.021996114403009415,
-0.03041131980717182,
-0.012303446419537067,
-0.047709379345178604,
0.07249568402767181,
-0.1123814582824707,
0.03110537864267826,
-0.06325262039899826,
-0.022188588976860046,
0.08056561648845673,
-0.024857206270098686,
-0.00781599897891283,
-0.015260273590683937,
-0.04563095048069954,
0.03992227464914322,
0.06797041743993759,
-0.06146519258618355,
-0.00614785123616457,
-0.11777474731206894,
0.04363897815346718,
-0.10692349076271057,
0.01963944360613823,
0.03259096294641495,
0.04308575391769409,
-0.056633587926626205,
-0.022018730640411377,
-0.003181131323799491,
0.06339534372091293,
-0.01545501034706831,
0.08782029896974564,
0.0017457160865888,
0.04470693692564964,
-0.053135983645915985,
0.03054511360824108,
0.04444841295480728,
0.03826754912734032,
-0.017068814486265182,
0.011619807220995426,
-0.020827926695346832,
-0.040273454040288925,
0.06215391680598259,
0.050825297832489014,
0.025588499382138252,
0.013326716609299183,
0.0244307704269886,
0.004826816264539957,
0.12976737320423126,
-0.008435986004769802,
-0.026920132339000702,
-0.03159980848431587,
0.03698014095425606,
-0.0009727397700771689,
0.03465469554066658,
0.022229211404919624,
-4.448346757612853e-8,
-0.04455900564789772,
-0.11162834614515305,
-0.09473541378974915,
0.033234816044569016,
-0.008388541638851166,
-0.00486186845228076,
-0.054796431213617325,
-0.04811593517661095,
0.03141220659017563,
-0.06895510107278824,
-0.022318163886666298,
0.09068869054317474,
-0.07265743613243103,
0.006760843563824892,
-0.028309199959039688,
-0.051321543753147125,
-0.062455352395772934,
0.0019668377935886383,
0.013322737067937851,
-0.07032771408557892,
0.02913292497396469,
-0.0004102097009308636,
-0.03744683787226677,
-0.036494117230176926,
-0.01978463865816593,
0.029337801039218903,
-0.049312930554151535,
0.06632960587739944,
-0.10038824379444122,
0.0026583352591842413,
-0.03916162997484207,
-0.042912039905786514,
-0.010595060884952545,
-0.043585941195487976,
0.05528733879327774,
0.008571748621761799,
-0.01105990819633007,
-0.09646391123533249,
-0.0013433847343549132,
-0.05297170951962471,
0.06276148557662964,
-0.0925527811050415,
-0.02672618068754673,
0.017884282395243645,
0.06955918669700623,
0.022249385714530945,
0.021647978574037552,
0.02117375284433365,
0.07629067450761795,
0.037554752081632614,
-0.029480060562491417,
-0.08503854274749756,
0.03409786894917488,
-0.0026341150514781475,
0.022246768698096275,
-0.029123453423380852,
0.057872965931892395,
-0.08322858810424805,
0.011177295818924904,
0.05584656074643135,
0.02117723785340786,
0.0832275003194809,
-0.02018078789114952,
0.0254991315305233
] | 0.12121 |
# Web（Gateway 网关） Gateway 网关从与 Gateway 网关 WebSocket 相同的端口提供一个小型\*\*浏览器 Control UI\*\*（Vite + Lit）： - 默认：`http://:18789/` - 可选前缀：设置 `gateway.controlUi.basePath`（例如 `/openclaw`） 功能详见 [Control UI](/web/control-ui)。 本页重点介绍绑定模式、安全和面向 Web 的界面。 ## Webhooks 当 `hooks.enabled=true` 时，Gateway 网关还在同一 HTTP 服务器上公开一个小型 webhook 端点。 参见 [Gateway 网关配置](/gateway/configuration) → `hooks` 了解认证 + 载荷。 ## 配置（默认开启） 当资源存在时（`dist/control-ui`），Control UI \*\*默认启用\*\*。 你可以通过配置控制它： ```json5 { gateway: { controlUi: { enabled: true, basePath: "/openclaw" }, // basePath 可选 }, } ``` ## Tailscale 访问 ### 集成 Serve（推荐） 保持 Gateway 网关在本地回环上，让 Tailscale Serve 代理它： ```json5 { gateway: { bind: "loopback", tailscale: { mode: "serve" }, }, } ``` 然后启动 Gateway 网关： ```bash openclaw gateway ``` 打开： - `https:///`（或你配置的 `gateway.controlUi.basePath`） ### Tailnet 绑定 + 令牌 ```json5 { gateway: { bind: "tailnet", controlUi: { enabled: true }, auth: { mode: "token", token: "your-token" }, }, } ``` 然后启动 Gateway 网关（非本地回环绑定需要令牌）： ```bash openclaw gateway ``` 打开： - `http://:18789/`（或你配置的 `gateway.controlUi.basePath`） ### 公共互联网（Funnel） ```json5 { gateway: { bind: "loopback", tailscale: { mode: "funnel" }, auth: { mode: "password" }, // 或 OPENCLAW\_GATEWAY\_PASSWORD }, } ``` ## 安全注意事项 - Gateway 网关认证默认是必需的（令牌/密码或 Tailscale 身份头）。 - 非本地回环绑定仍然\*\*需要\*\*共享令牌/密码（`gateway.auth` 或环境变量）。 - 向导默认生成 Gateway 网关令牌（即使在本地回环上）。 - UI 发送 `connect.params.auth.token` 或 `connect.params.auth.password`。 - 使用 Serve 时，当 `gateway.auth.allowTailscale` 为 `true` 时，Tailscale 身份头可以满足认证（无需令牌/密码）。设置 `gateway.auth.allowTailscale: false` 以要求显式凭证。参见 [Tailscale](/gateway/tailscale) 和 [安全](/gateway/security)。 - `gateway.tailscale.mode: "funnel"` 需要 `gateway.auth.mode: "password"`（共享密码）。 ## 构建 UI Gateway 网关从 `dist/control-ui` 提供静态文件。使用以下命令构建： ```bash pnpm ui:build # 首次运行时自动安装 UI 依赖 ``` | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/web/index.md | main | opebclaw | [
-0.07916134595870972,
-0.0047171530313789845,
-0.06002989783883095,
-0.01780569553375244,
-0.05309755355119705,
-0.017567750066518784,
0.0628151148557663,
0.024013670161366463,
0.002069725189357996,
-0.056323543190956116,
0.10833479464054108,
-0.0526726171374321,
0.026221804320812225,
-0.0558447390794754,
0.10674101114273071,
0.08717420697212219,
-0.02080276422202587,
-0.02320588380098343,
0.006442959886044264,
-0.08759458363056183,
-0.022897005081176758,
-0.049304064363241196,
0.003666836768388748,
-0.012965005822479725,
-0.07766228169202805,
0.009324136190116405,
-0.016552286222577095,
0.016510222107172012,
-0.005158665124326944,
-0.03460581973195076,
-0.016654081642627716,
-0.013548026792705059,
-0.08298496901988983,
0.021704213693737984,
-0.030283110216259956,
0.04356880486011505,
0.06411970406770706,
-0.0813436508178711,
0.005243645049631596,
0.01503092609345913,
0.017736544832587242,
-0.012789038941264153,
0.015066505409777164,
-0.084603451192379,
0.0308368019759655,
0.017245516180992126,
-0.0688636526465416,
-0.04750152677297592,
-0.1166064515709877,
-0.024119999259710312,
-0.04038074240088463,
-0.02075035497546196,
0.03975788131356239,
0.05611012130975723,
0.02464914880692959,
-0.026422105729579926,
0.0067903101444244385,
0.0354117713868618,
0.0651489719748497,
-0.0033474727533757687,
-0.008437123149633408,
0.0194472037255764,
0.05220026522874832,
-0.0008675739518366754,
-0.11907164007425308,
0.031805187463760376,
-0.04715653136372566,
-0.004306764807552099,
0.01226623822003603,
-0.017852673307061195,
-0.08381815254688263,
-0.04885436221957207,
-0.03250719979405403,
0.005084562115371227,
-0.030746812000870705,
-0.045154403895139694,
-0.01919148862361908,
-0.0020026718266308308,
-0.0834665521979332,
-0.08395466208457947,
0.02164083532989025,
0.02687038853764534,
-0.007733072154223919,
0.09281555563211441,
-0.03589465841650963,
0.08363009989261627,
-0.0519532784819603,
-0.04000023007392883,
0.07170939445495605,
0.006375652272254229,
-0.026268579065799713,
-0.07139541208744049,
0.021266985684633255,
0.03331542760133743,
0.021181602030992508,
-0.015548581257462502,
0.03068683296442032,
-0.023060699924826622,
-0.14033383131027222,
0.04549645259976387,
0.013387099839746952,
-0.00032210987410508096,
0.027695592492818832,
0.05318598821759224,
0.0445418618619442,
-0.0032149888575077057,
0.005246531218290329,
0.06608111411333084,
0.08360543102025986,
-0.009670999832451344,
-0.0443558394908905,
-0.04515623673796654,
-0.015633923932909966,
-0.07472240179777145,
-0.048628076910972595,
0.033217087388038635,
0.016017504036426544,
-0.011005443520843983,
-0.021262267604470253,
0.06477456539869308,
0.11460215598344803,
0.016449520364403725,
-0.07178505510091782,
-0.03817804157733917,
0.012242864817380905,
-0.029820319265127182,
0.10553009808063507,
6.348080182779171e-33,
0.0014799186028540134,
0.0034086592495441437,
-0.08122080564498901,
-0.006878013256937265,
0.1390143781900406,
-0.038779523223638535,
0.0626077651977539,
-0.0019983595702797174,
-0.08461017161607742,
0.02525993064045906,
0.019924599677324295,
-0.030205795541405678,
-0.07755296677350998,
0.0069054593332111835,
-0.006434257607907057,
-0.07501809298992157,
0.007138241082429886,
-0.031053783372044563,
0.09833863377571106,
-0.060433246195316315,
0.020330652594566345,
-0.04235644266009331,
0.017914725467562675,
-0.024177562445402145,
-0.00889661442488432,
0.047287505120038986,
-0.02154293842613697,
0.10898755490779877,
-0.016538923606276512,
0.020188482478260994,
0.0990024283528328,
-0.032168321311473846,
-0.005217244382947683,
0.05465278774499893,
-0.08044256269931793,
-0.07933925837278366,
-0.011828882619738579,
-0.050353966653347015,
-0.023694265633821487,
-0.00831514224410057,
-0.06757383048534393,
-0.05844523757696152,
-0.09930944442749023,
-0.009096290916204453,
0.002928073052316904,
-0.048277027904987335,
-0.13007855415344238,
-0.010623641312122345,
0.05909780040383339,
-0.06422767043113708,
-0.12485469877719879,
0.04980960860848427,
0.004533231724053621,
0.031273290514945984,
0.018101265653967857,
-0.05518120527267456,
-0.08702114224433899,
0.03911206126213074,
-0.02812916599214077,
-0.024433521553874016,
0.010415478609502316,
0.005203574430197477,
-0.0022472867276519537,
0.04431060701608658,
0.06829405575990677,
0.04931195080280304,
-0.002854483900591731,
-0.019109025597572327,
-0.04627695307135582,
-0.09013761579990387,
-0.08382494747638702,
-0.012732230126857758,
0.02938711829483509,
0.0734461322426796,
-0.0385890007019043,
-0.06393081694841385,
-0.03766558691859245,
-0.00954236276447773,
0.02615755796432495,
-0.045477621257305145,
0.011550797149538994,
-0.04770964756608009,
0.002988500287756324,
0.04987069219350815,
0.05432242155075073,
0.010281620547175407,
0.04871814697980881,
-0.04587414488196373,
-0.047707099467515945,
0.09054568409919739,
-0.11506835371255875,
0.03037734515964985,
0.037160612642765045,
0.0045100911520421505,
-0.03519053012132645,
-9.978335141852656e-33,
0.01425295602530241,
0.04491310566663742,
-0.11004067212343216,
0.008321717381477356,
-0.01485209446400404,
-0.026524417102336884,
0.05585305765271187,
-0.037695277482271194,
0.010936013422906399,
0.09315981715917587,
0.015913240611553192,
0.056567709892988205,
-0.01186665240675211,
-0.027249108999967575,
0.020289001986384392,
0.04448743537068367,
-0.01662960648536682,
-0.07292471081018448,
0.004221335519105196,
0.01416955515742302,
-0.016198810189962387,
0.0405123308300972,
-0.10461704432964325,
0.007394807413220406,
-0.06165542080998421,
0.0359656997025013,
0.04647255688905716,
0.05540039390325546,
-0.06354377418756485,
0.009476759470999241,
0.0009940797463059425,
-0.003787572495639324,
-0.00330038252286613,
0.09429498016834259,
0.04046298936009407,
-0.04215933382511139,
0.05657730996608734,
0.04309268668293953,
-0.04622899368405342,
0.005175537429749966,
0.09725838154554367,
-0.07173166424036026,
-0.02299812249839306,
0.00012991225230507553,
-0.014637571759521961,
0.018416032195091248,
-0.08767058700323105,
0.018341751769185066,
-0.08793845027685165,
-0.06138107553124428,
0.003203664906322956,
0.013683742843568325,
-0.0019808837678283453,
0.007671313360333443,
-0.011500908061861992,
0.067570261657238,
0.08918905258178711,
-0.034717436879873276,
-0.04021323472261429,
-0.12266888469457626,
0.03351745754480362,
-0.10347629338502884,
-0.008585665374994278,
0.08304313570261002,
0.046628888696432114,
-0.01754044182598591,
-0.0084175830706954,
0.031820204108953476,
0.07851214706897736,
-0.08476276695728302,
0.04577450826764107,
0.032389502972364426,
0.0670815110206604,
-0.06635520607233047,
0.035368502140045166,
-0.028518904000520706,
0.031264130026102066,
-0.005401350557804108,
0.02899220958352089,
-0.0064191678538918495,
-0.0075914873741567135,
0.004380038473755121,
0.040005918592214584,
-0.05874922126531601,
-0.035850510001182556,
-0.029330505058169365,
-0.06091110035777092,
0.15421786904335022,
0.0084526427090168,
-0.017200741916894913,
-0.010192024521529675,
0.043008141219615936,
0.0030535198748111725,
-0.009306160733103752,
0.007481491658836603,
-5.0454449507242316e-8,
-0.058686647564172745,
-0.07464475929737091,
-0.05084481090307236,
-0.027297547087073326,
-0.025593837723135948,
-0.022599628195166588,
0.006896103732287884,
-0.07732593268156052,
-0.022324563935399055,
-0.0504271537065506,
0.01069331169128418,
0.09263213723897934,
-0.052380163222551346,
0.04001513496041298,
-0.05989157408475876,
-0.020946087315678596,
-0.06695213913917542,
0.06663034111261368,
0.054629337042570114,
-0.045509789139032364,
0.055627502501010895,
-0.04244253411889076,
0.056453585624694824,
-0.014699378982186317,
0.010420441627502441,
-0.0025652823969721794,
-0.059036169201135635,
0.02680674009025097,
-0.08844552934169769,
0.03793074190616608,
0.00825883075594902,
-0.043199654668569565,
0.021056052297353745,
0.00967224221676588,
0.02637987770140171,
0.039720501750707626,
-0.020303744822740555,
-0.04392578452825546,
-0.012382375076413155,
-0.043255265802145004,
0.06935087591409683,
-0.08509190380573273,
-0.04405872896313667,
0.00764997536316514,
0.0582452192902565,
0.04668678343296051,
-0.006027391646057367,
0.05315980315208435,
0.10358042269945145,
0.004884142894297838,
-0.036136023700237274,
-0.030524570494890213,
0.10988810658454895,
-0.0031379135325551033,
-0.012816290371119976,
-0.013451172038912773,
0.07795480638742447,
-0.04037125036120415,
-0.017668824642896652,
0.07773501425981522,
0.005438911262899637,
0.11383257806301117,
0.0353533960878849,
-0.03526421636343002
] | 0.131064 |
# 控制 UI（浏览器） 控制 UI 是一个由 Gateway 网关提供服务的小型 \*\*Vite + Lit\*\* 单页应用： - 默认：`http://:18789/` - 可选前缀：设置 `gateway.controlUi.basePath`（例如 `/openclaw`） 它\*\*直接与同一端口上的 Gateway 网关 WebSocket\*\* 通信。 ## 快速打开（本地） 如果 Gateway 网关在同一台计算机上运行，打开： - http://127.0.0.1:18789/（或 http://localhost:18789/） 如果页面加载失败，请先启动 Gateway 网关：`openclaw gateway`。 认证在 WebSocket 握手期间通过以下方式提供： - `connect.params.auth.token` - `connect.params.auth.password` 仪表板设置面板允许你存储 token；密码不会被持久化。 新手引导向导默认生成一个 Gateway 网关 token，所以在首次连接时将其粘贴到这里。 ## 设备配对（首次连接） 当你从新浏览器或设备连接到控制 UI 时，Gateway 网关需要\*\*一次性配对批准\*\* — 即使你在同一个 Tailnet 上且 `gateway.auth.allowTailscale: true`。这是防止未授权访问的安全措施。 \*\*你会看到：\*\* "disconnected (1008): pairing required" \*\*批准设备：\*\* ```bash # 列出待处理的请求 openclaw devices list # 按请求 ID 批准 openclaw devices approve ``` 一旦批准，设备会被记住，除非你使用 `openclaw devices revoke --device --role ` 撤销它，否则不需要重新批准。参见 [Devices CLI](/cli/devices) 了解 token 轮换和撤销。 \*\*注意：\*\* - 本地连接（`127.0.0.1`）会自动批准。 - 远程连接（LAN、Tailnet 等）需要显式批准。 - 每个浏览器配置文件生成唯一的设备 ID，因此切换浏览器或清除浏览器数据将需要重新配对。 ## 目前可以做什么 - 通过 Gateway 网关 WS 与模型聊天（`chat.history`、`chat.send`、`chat.abort`、`chat.inject`） - 在聊天中流式传输工具调用 + 实时工具输出卡片（智能体事件） - 渠道：WhatsApp/Telegram/Discord/Slack + 插件渠道（Mattermost 等）状态 + QR 登录 + 每渠道配置（`channels.status`、`web.login.\*`、`config.patch`） - 实例：在线列表 + 刷新（`system-presence`） - 会话：列表 + 每会话思考/详细覆盖（`sessions.list`、`sessions.patch`） - 定时任务：列出/添加/运行/启用/禁用 + 运行历史（`cron.\*`） - Skills：状态、启用/禁用、安装、API 密钥更新（`skills.\*`） - 节点：列表 + 能力（`node.list`） - 执行批准：编辑 Gateway 网关或节点允许列表 + `exec host=gateway/node` 的询问策略（`exec.approvals.\*`） - 配置：查看/编辑 `~/.openclaw/openclaw.json`（`config.get`、`config.set`） - 配置：应用 + 带验证的重启（`config.apply`）并唤醒上次活动的会话 - 配置写入包含基础哈希保护，以防止覆盖并发编辑 - 配置 schema + 表单渲染（`config.schema`，包括插件 + 渠道 schema）；原始 JSON 编辑器仍然可用 - 调试：状态/健康/模型快照 + 事件日志 + 手动 RPC 调用（`status`、`health`、`models.list`） - 日志：Gateway 网关文件日志的实时尾部跟踪，带过滤/导出（`logs.tail`） - 更新：运行包/git 更新 + 重启（`update.run`）并显示重启报告 ## 聊天行为 - `chat.send` 是\*\*非阻塞的\*\*：它立即以 `{ runId, status: "started" }` 确认，响应通过 `chat` 事件流式传输。 - 使用相同的 `idempotencyKey` 重新发送在运行时返回 `{ status: "in\_flight" }`，完成后返回 `{ status: "ok" }`。 - `chat.inject` 将助手备注附加到会话转录，并为仅 UI 更新广播 `chat` 事件（无智能体运行，无渠道投递）。 - 停止： - 点击\*\*停止\*\*（调用 `chat.abort`） - 输入 `/stop`（或 `stop|esc|abort|wait|exit|interrupt`）以带外中止 - `chat.abort` 支持 `{ sessionKey }`（无 `runId`）以中止该会话的所有活动运行 ## Tailnet 访问（推荐） ### 集成 Tailscale Serve（首选） 保持 Gateway 网关在 loopback 上，让 Tailscale Serve 用 HTTPS 代理它： ```bash openclaw gateway --tailscale serve ``` 打开： - `https:///`（或你配置的 `gateway.controlUi.basePath`） 默认情况下，当 `gateway.auth.allowTailscale` 为 `true` 时，Serve 请求可以通过 Tailscale 身份头（`tailscale-user-login`）进行认证。OpenClaw 通过使用 `tailscale whois` 解析 `x-forwarded-for` 地址并与头匹配来验证身份，并且只在请求通过 Tailscale 的 `x-forwarded-\*` 头到达 loopback 时接受这些。如果你想即使对于 Serve 流量也要求 token/密码，请设置 `gateway.auth.allowTailscale: false`（或强制 `gateway.auth.mode: "password"`）。 ### 绑定到 tailnet + token ```bash openclaw gateway --bind tailnet --token "$(openssl rand -hex 32)" ``` 然后打开： - `http://:18789/`（或你配置的 `gateway.controlUi.basePath`） 将 token 粘贴到 UI 设置中（作为 `connect.params.auth.token` 发送）。 ## 不安全的 HTTP 如果你通过普通 HTTP 打开仪表板（`http://` 或 `http://`），浏览器在\*\*非安全上下文\*\*中运行并阻止 WebCrypto。默认情况下，OpenClaw \*\*阻止\*\*没有设备身份的控制 UI 连接。 \*\*推荐修复：\*\* 使用 HTTPS（Tailscale Serve）或在本地打开 UI： - `https:///`（Serve） - `http://127.0.0.1:18789/`（在 Gateway 网关主机上） \*\*降级示例（仅通过 HTTP 使用 token）：\*\* ```json5 { gateway: { controlUi: { allowInsecureAuth: true }, bind: "tailnet", auth: { mode: "token", token: "replace-me" }, }, } ``` 这会为控制 UI 禁用设备身份 + 配对（即使在 HTTPS 上）。仅在你信任网络时使用。 参见 [Tailscale](/gateway/tailscale) 了解 HTTPS 设置指南。 ## 构建 UI Gateway 网关从 `dist/control-ui` 提供静态文件。使用以下命令构建： ```bash pnpm ui:build # 首次运行时自动安装 UI 依赖 ``` 可选的绝对基础路径（当你想要固定的资源 URL 时）： ```bash OPENCLAW\_CONTROL\_UI\_BASE\_PATH=/openclaw/ pnpm ui:build ``` 用于本地开发（单独的开发服务器）： ```bash pnpm ui:dev # 首次运行时自动安装 UI 依赖 ``` 然后将 UI 指向你的 Gateway 网关 WS URL（例如 `ws://127.0.0.1:18789`）。 ## 调试/测试：开发服务器 + 远程 Gateway 网关 控制 UI 是静态文件；WebSocket 目标是可配置的，可以与 HTTP 源不同。当你想要在本地使用 Vite 开发服务器但 Gateway 网关在其他地方运行时，这很方便。 1. 启动 UI 开发服务器：`pnpm ui:dev` 2. 打开类似以下的 URL： ```text http://localhost:5173/?gatewayUrl=ws://:18789 ``` 可选的一次性认证（如需要）： ```text http://localhost:5173/?gatewayUrl=wss://:18789&token= ``` 注意： - `gatewayUrl` 在加载后存储在 localStorage 中并从 URL 中移除。 - `token` 存储在 localStorage 中；`password` 仅保留在内存中。 - 当 Gateway 网关在 TLS 后面时（Tailscale Serve、HTTPS 代理等），使用 `wss://`。 远程访问设置详情：[远程访问](/gateway/remote)。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/web/control-ui.md | main | opebclaw | [
-0.06052601337432861,
0.002197824651375413,
-0.08784730732440948,
-0.03538762405514717,
-0.043891847133636475,
-0.06677231937646866,
0.003438622923567891,
0.034983448684215546,
0.008807273581624031,
-0.05542396754026413,
0.10251625627279282,
-0.04712476581335068,
0.017591647803783417,
-0.04015548154711723,
0.07011274248361588,
0.07544447481632233,
-0.008533314801752567,
-0.03632790595293045,
0.03898404538631439,
-0.06603356450796127,
-0.004330499563366175,
-0.017071383073925972,
0.011504193767905235,
-0.027516495436429977,
-0.03319850564002991,
0.0021370407193899155,
-0.030453909188508987,
0.03444082289934158,
0.006838990841060877,
-0.017612390220165253,
-0.0261442419141531,
0.02710646763443947,
-0.0595238171517849,
0.02674497291445732,
0.0416024886071682,
0.05027084797620773,
0.11214692145586014,
-0.028250617906451225,
-0.048089686781167984,
-0.010243726894259453,
0.04988578334450722,
0.023713374510407448,
0.02835041470825672,
-0.05245703458786011,
0.005517509300261736,
-0.0030786904972046614,
-0.03510374203324318,
-0.03754400089383125,
-0.06226744502782822,
-0.04616694152355194,
-0.059232212603092194,
-0.044530779123306274,
-0.009471902623772621,
0.04184683412313461,
0.024207444861531258,
0.009414264000952244,
-0.03613508492708206,
0.03213419020175934,
0.1031109020113945,
0.004407606553286314,
-0.018636522814631462,
0.042813390493392944,
0.031272079795598984,
-0.006617601960897446,
-0.12916874885559082,
-0.012190422043204308,
-0.05153384432196617,
-0.006135129369795322,
0.0032374681904911995,
-0.021899351850152016,
-0.05684457719326019,
-0.009532907977700233,
-0.055728502571582794,
-0.019672192633152008,
-0.03286898136138916,
-0.010614205151796341,
-0.02529996819794178,
0.002510340418666601,
-0.07213057577610016,
-0.1068396121263504,
0.012809237465262413,
0.002534208120778203,
0.0012643508380278945,
0.10472233593463898,
-0.011256190948188305,
0.07884866744279861,
-0.046292029321193695,
-0.06199269741773605,
0.08121675997972488,
0.004765619523823261,
0.022309858351945877,
-0.06579145789146423,
-0.01524608489125967,
0.04854530468583107,
0.052650485187768936,
-0.011286568827927113,
0.04052276164293289,
0.013311834074556828,
-0.12124352902173996,
0.02413402497768402,
0.00732759153470397,
-0.03487307205796242,
0.018549155443906784,
0.05059480294585228,
0.0249466672539711,
0.02835475280880928,
0.00205264356918633,
0.08869080990552902,
0.11001996695995331,
0.029230013489723206,
-0.04990259185433388,
-0.06425368040800095,
0.004271312151104212,
-0.06947990506887436,
-0.055599141865968704,
0.03250931575894356,
-0.053705744445323944,
0.005568753927946091,
-0.01482138130813837,
0.08313722908496857,
0.08552124351263046,
0.0010975138284265995,
-0.0777193158864975,
-0.060430556535720825,
-0.048701878637075424,
-0.01973320171236992,
0.14356671273708344,
6.59007406199517e-33,
-0.01988464593887329,
0.012699378654360771,
-0.05184401944279671,
-0.015816861763596535,
0.09999345242977142,
-0.04336949437856674,
0.04319547116756439,
0.006008288357406855,
-0.08005483448505402,
0.05282818153500557,
-0.018702972680330276,
-0.029784824699163437,
-0.0937962532043457,
-0.00807959120720625,
-0.005599197931587696,
-0.06695203483104706,
0.00145809818059206,
-0.02115117758512497,
0.07762755453586578,
-0.03281167149543762,
0.011071358807384968,
-0.052621543407440186,
-0.00008552111103199422,
-0.036768458783626556,
-0.012767404317855835,
0.04778393357992172,
-0.0286191925406456,
0.032676611095666885,
-0.006699323654174805,
0.028598602861166,
0.1023789569735527,
-0.02825895883142948,
-0.03679622709751129,
0.05132338032126427,
-0.06172221526503563,
-0.022407108917832375,
0.010298017412424088,
-0.06581053137779236,
-0.09216819703578949,
-0.012114313431084156,
-0.06127810850739479,
-0.06639352440834045,
-0.09669896960258484,
-0.014970165677368641,
0.03814605623483658,
-0.0971841812133789,
-0.13858039677143097,
0.003924740944057703,
0.10404453426599503,
0.0031611977610737085,
-0.16492114961147308,
0.017616475000977516,
-0.05077345296740532,
0.020779123529791832,
0.024360425770282745,
-0.04038335755467415,
-0.08300694823265076,
0.05109505355358124,
-0.045500464737415314,
-0.0782303437590599,
0.01166733168065548,
0.006604386493563652,
-0.02924942411482334,
0.015587540343403816,
0.0947098359465599,
0.040415361523628235,
0.0016259329859167337,
-0.0036811218596994877,
-0.06474754214286804,
-0.05892007425427437,
-0.08277484774589539,
0.008912752382457256,
0.0421266108751297,
0.0880245566368103,
-0.05174064636230469,
-0.07070709019899368,
-0.006029991898685694,
0.020175717771053314,
0.026558490470051765,
-0.046372272074222565,
-0.03145400434732437,
-0.05555717274546623,
-0.03563117980957031,
0.08131947368383408,
0.029925569891929626,
0.05057809501886368,
0.0627594068646431,
0.007280540186911821,
-0.006242544390261173,
0.07357104122638702,
-0.09824643284082413,
-0.011166769079864025,
0.0037538299802690744,
0.01670088991522789,
-0.09513670206069946,
-1.0182799159866746e-32,
-0.03325778618454933,
0.07505681365728378,
-0.07443976402282715,
-0.02362825721502304,
-0.04678044840693474,
-0.01897265389561653,
0.07941904664039612,
-0.02389753982424736,
-0.00022432881814893335,
0.09084095060825348,
0.009196456521749496,
0.05465155839920044,
0.04790728911757469,
-0.06530336290597916,
0.02699051983654499,
0.034378256648778915,
-0.010385020636022091,
-0.03617805615067482,
-0.02545703388750553,
-0.006089865695685148,
-0.07392406463623047,
0.03704841062426567,
-0.10878732800483704,
-0.02078273333609104,
-0.046665601432323456,
0.0633515939116478,
0.07815279066562653,
0.019163012504577637,
-0.05002231150865555,
0.015967898070812225,
0.04099908471107483,
0.05345978960394859,
-0.027254628017544746,
0.09928257018327713,
0.007068986538797617,
-0.01029764674603939,
0.05954653024673462,
0.035056982189416885,
-0.0050834123976528645,
-0.03194378688931465,
0.07682863622903824,
-0.05117301270365715,
-0.021351175382733345,
0.0022300025448203087,
-0.039840854704380035,
0.056729357689619064,
-0.013228614814579487,
0.003538750112056732,
-0.10379426926374435,
-0.050707925111055374,
0.05982549488544464,
0.010805043391883373,
0.01106802187860012,
-0.0012463661842048168,
-0.001046263612806797,
0.07356634736061096,
0.071583092212677,
-0.03316190466284752,
-0.025273650884628296,
-0.1665402501821518,
0.07640952616930008,
-0.0576898492872715,
-0.0069742826744914055,
0.0888509601354599,
0.021113691851496696,
0.007692737504839897,
-0.03539755195379257,
0.050439804792404175,
0.02626289613544941,
-0.09927860647439957,
-0.008018067106604576,
0.017489077523350716,
0.056425247341394424,
-0.02647518180310726,
0.031039681285619736,
-0.003406382165849209,
0.014008531346917152,
0.017872629687190056,
-0.001118169748224318,
-0.0029454161413013935,
0.02123515121638775,
0.0076293377205729485,
0.006308449897915125,
-0.055034179240465164,
-0.039955031126737595,
-0.06481378525495529,
-0.04222186654806137,
0.16921144723892212,
0.01814909465610981,
0.021783994510769844,
-0.02944338135421276,
0.049954604357481,
-0.02074444852769375,
0.02552940882742405,
0.025646286085247993,
-5.295143878925046e-8,
-0.038160715252161026,
-0.07657745480537415,
-0.09021403640508652,
-0.038381051272153854,
-0.008873858489096165,
0.008822383359074593,
-0.010342136956751347,
-0.021213473752141,
-0.0218961164355278,
-0.007816045545041561,
-0.010743018239736557,
0.043356314301490784,
-0.09520601481199265,
0.003883574390783906,
-0.06361538916826248,
-0.013676375150680542,
-0.05180603638291359,
0.05105505883693695,
0.047558411955833435,
-0.05607448145747185,
0.015418113209307194,
-0.050433449447155,
0.031103258952498436,
-0.032442767173051834,
-0.03199434652924538,
-0.016489459201693535,
-0.03956328704953194,
0.011593795381486416,
-0.07952599227428436,
-0.009534938260912895,
-0.01168203167617321,
0.003527646651491523,
0.033662836998701096,
-0.030132008716464043,
-0.042459968477487564,
0.08400049805641174,
-0.03562656044960022,
-0.004289723467081785,
-0.02519906684756279,
-0.024494441226124763,
0.05679800733923912,
-0.06819739192724228,
-0.015398262068629265,
-0.01279135700315237,
0.02545790933072567,
0.045187901705503464,
0.03193264082074165,
0.07980387657880783,
0.10867389291524887,
-0.009533701464533806,
-0.050746284425258636,
-0.035589102655649185,
0.08698530495166779,
-0.03362853452563286,
-0.0237139780074358,
0.040697965770959854,
0.016030538827180862,
-0.08551383018493652,
-0.029711371287703514,
0.029237831011414528,
-0.025486227124929428,
0.07958242297172546,
0.015926575288176537,
-0.008118943311274052
] | 0.11089 |
# 新手引导 + 配置协议 目的：CLI、macOS 应用和 Web UI 之间共享的新手引导 + 配置界面。 ## 组件 - 向导引擎（共享会话 + 提示 + 新手引导状态）。 - CLI 新手引导使用与 UI 客户端相同的向导流程。 - Gateway 网关 RPC 公开向导 + 配置模式端点。 - macOS 新手引导使用向导步骤模型。 - Web UI 从 JSON Schema + UI 提示渲染配置表单。 ## Gateway 网关 RPC - `wizard.start` 参数：`{ mode?: "local"|"remote", workspace?: string }` - `wizard.next` 参数：`{ sessionId, answer?: { stepId, value? } }` - `wizard.cancel` 参数：`{ sessionId }` - `wizard.status` 参数：`{ sessionId }` - `config.schema` 参数：`{}` 响应（结构） - 向导：`{ sessionId, done, step?, status?, error? }` - 配置模式：`{ schema, uiHints, version, generatedAt }` ## UI 提示 - `uiHints` 按路径键入；可选元数据（label/help/group/order/advanced/sensitive/placeholder）。 - 敏感字段渲染为密码输入；无脱敏层。 - 不支持的模式节点回退到原始 JSON 编辑器。 ## 注意 - 本文档是跟踪新手引导/配置协议重构的唯一位置。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/experiments/onboarding-config-protocol.md | main | opebclaw | [
-0.07393956184387207,
0.04745600000023842,
-0.044416531920433044,
-0.012560086324810982,
-0.014148646034300327,
-0.020985323935747147,
0.05374928191304207,
0.018247360363602638,
-0.023594480007886887,
-0.020659519359469414,
0.08344206213951111,
-0.06310741603374481,
0.04693165421485901,
0.020774774253368378,
0.0939115509390831,
0.026210101321339607,
-0.060415323823690414,
-0.058584731072187424,
0.02814413420855999,
-0.06576631218194962,
0.0031822489108890295,
0.040720485150814056,
0.001178249716758728,
0.013581126928329468,
-0.02833755873143673,
-0.011779586784541607,
0.004462977405637503,
0.0018943873001262546,
-0.0429658479988575,
0.02842594124376774,
-0.005680127069354057,
0.027594948187470436,
-0.10329584032297134,
-0.020787036046385765,
0.11279799789190292,
0.039261363446712494,
0.06371080130338669,
-0.016657808795571327,
0.05542413517832756,
-0.03054564632475376,
0.01081422995775938,
-0.00694554578512907,
0.0020869977306574583,
-0.061323150992393494,
0.03929094970226288,
-0.07880822569131851,
-0.10502012819051743,
-0.06521951407194138,
-0.02375982515513897,
0.021578993648290634,
-0.08526988327503204,
-0.014794794842600822,
-0.00971655547618866,
0.01580914855003357,
0.028406677767634392,
0.07408005744218826,
-0.11562000960111618,
0.045552145689725876,
0.061241619288921356,
0.007758329622447491,
-0.006205422803759575,
-0.02681766077876091,
0.06163816899061203,
0.006743363104760647,
-0.08528605848550797,
-0.0062759630382061005,
-0.08988584578037262,
-0.044956646859645844,
0.017004387453198433,
-0.052453260868787766,
-0.05093405395746231,
-0.02764684148132801,
0.004315738566219807,
-0.03793557360768318,
-0.07444989681243896,
-0.06070976331830025,
0.012723211199045181,
-0.046649470925331116,
-0.07145596295595169,
-0.06431730091571808,
-0.026205994188785553,
-0.03967348113656044,
-0.024615740403532982,
0.08408574014902115,
0.00032295839628204703,
0.039637491106987,
-0.056674156337976456,
-0.02900327369570732,
-0.004830737132579088,
0.04143013432621956,
0.010562019422650337,
-0.04974665492773056,
-0.013540833257138729,
0.0033392051700502634,
0.05021626874804497,
0.04971832409501076,
0.012291920371353626,
0.013316608965396881,
-0.11370223760604858,
0.09504634141921997,
0.036833494901657104,
0.0033939809072762728,
0.07420478761196136,
0.011499019339680672,
0.020462268963456154,
-0.034752123057842255,
0.024646537378430367,
0.008743970654904842,
0.03912602737545967,
0.001348604098893702,
-0.028907695785164833,
0.020217368379235268,
-0.05515971779823303,
-0.05415978655219078,
-0.047514721751213074,
0.06604553759098053,
0.028081119060516357,
0.03911588713526726,
-0.03604738414287567,
0.008863049559295177,
0.10919581353664398,
0.015413778834044933,
-0.1015717089176178,
-0.00980893149971962,
0.04385983943939209,
-0.03239036351442337,
0.1345171481370926,
7.546567203103543e-33,
0.035319361835718155,
-0.060392849147319794,
-0.07795238494873047,
0.016940606757998466,
0.11732301115989685,
-0.0004024168592877686,
0.06677480041980743,
0.041135694831609726,
-0.07766477018594742,
0.05774211138486862,
-0.016421882435679436,
0.0355309396982193,
-0.06710945814847946,
-0.04240461066365242,
-0.09770280867815018,
-0.05140528082847595,
-0.014684953726828098,
0.016540652140975,
0.026144221425056458,
-0.032072763890028,
0.031212572008371353,
-0.019598206505179405,
0.030251750722527504,
-0.032443296164274216,
-0.020128032192587852,
0.0468992255628109,
-0.05743688344955444,
0.02574443817138672,
-0.028190579265356064,
0.023756053298711777,
0.07496272027492523,
-0.03230200335383415,
-0.041836343705654144,
0.0525747649371624,
-0.05476420745253563,
-0.06439142674207687,
0.018154021352529526,
-0.059244219213724136,
-0.04842931404709816,
-0.03254375606775284,
-0.08257696032524109,
0.008402759209275246,
-0.06524286419153214,
-0.041010670363903046,
-0.02420169860124588,
-0.04955317825078964,
-0.0845385268330574,
-0.030001692473888397,
0.042846132069826126,
-0.008048439398407936,
-0.11271250247955322,
0.06628912687301636,
-0.027037106454372406,
0.0017969338223338127,
0.03383704274892807,
-0.08986994624137878,
-0.06565229594707489,
0.07509826868772507,
0.008397948928177357,
-0.06366580724716187,
-0.0011942985001951456,
0.028949329629540443,
-0.04555938392877579,
0.021512622013688087,
0.06109507009387016,
0.00744366180151701,
-0.013898900710046291,
0.0021293056197464466,
0.004021095111966133,
-0.07784268260002136,
-0.03522257134318352,
0.011122412979602814,
0.051196709275245667,
0.03021189011633396,
0.022479455918073654,
-0.11355812102556229,
-0.0557185597717762,
0.028272191062569618,
0.018557891249656677,
-0.011099513620138168,
0.06611959636211395,
-0.025680748745799065,
-0.10813082754611969,
0.07547151297330856,
0.05691719055175781,
0.09549544751644135,
0.027680955827236176,
0.030977293848991394,
-0.01561816781759262,
0.022668208926916122,
-0.07126147300004959,
0.037819381803274155,
0.020374439656734467,
0.015122773125767708,
-0.013580180704593658,
-1.1225024042716464e-32,
0.04555085301399231,
-0.019600385800004005,
-0.05946752801537514,
-0.03574603423476219,
0.002322963671758771,
-0.06358451396226883,
0.09433216601610184,
-0.006880788132548332,
0.026807749643921852,
0.026378508657217026,
0.03579772636294365,
0.016648229211568832,
-0.024857623502612114,
0.012215997092425823,
0.020529547706246376,
0.08862527459859848,
-0.05182728171348572,
-0.01385561004281044,
0.006681036204099655,
0.007768591400235891,
-0.019996751099824905,
0.1167038232088089,
-0.11410332471132278,
0.04236958920955658,
-0.010589145123958588,
-0.00876876711845398,
0.052615806460380554,
0.005057040601968765,
-0.05496828630566597,
0.024701591581106186,
0.020093197003006935,
0.021502424031496048,
-0.05649080127477646,
0.08673162013292313,
0.042338013648986816,
-0.03833041712641716,
0.009687868878245354,
0.09107887744903564,
-0.09387237578630447,
0.034734487533569336,
0.09802869707345963,
-0.052822571247816086,
-0.06666122376918793,
0.013577178120613098,
0.02440272830426693,
0.024741599336266518,
0.008180180564522743,
0.0757918730378151,
-0.09694190323352814,
0.00054861546959728,
0.011253935284912586,
-0.04882597550749779,
-0.05498991534113884,
-0.07169511169195175,
0.006925010588020086,
0.014600022695958614,
0.030910661444067955,
-0.07019516080617905,
-0.06478757411241531,
-0.13528715074062347,
0.01643582433462143,
-0.07965129613876343,
-0.0050101145170629025,
0.08049578964710236,
0.05801109969615936,
-0.00298409815877676,
-0.10339696705341339,
0.05418940261006355,
0.04904631897807121,
-0.08925855159759521,
-0.051470089703798294,
0.005724268965423107,
0.07194322347640991,
-0.041634451597929,
0.06863246858119965,
0.01576368696987629,
0.005899821408092976,
-0.037286363542079926,
0.06639308482408524,
0.04245554283261299,
0.0013648881576955318,
0.03273544833064079,
0.01933255046606064,
0.013943635858595371,
-0.027271972969174385,
-0.009009648114442825,
-0.016229497268795967,
0.1500483602285385,
-0.0670226588845253,
0.0051708403043448925,
-0.028239382430911064,
0.011623626574873924,
0.011883951723575592,
0.03155563026666641,
-0.003992972429841757,
-5.671839176102367e-8,
-0.11915905773639679,
-0.03423304110765457,
-0.08053995668888092,
-0.012440783903002739,
0.016681073233485222,
0.018670352175831795,
0.010636813007295132,
-0.03303764760494232,
0.004840778186917305,
-0.04636196419596672,
-0.002726975828409195,
0.07371228188276291,
-0.027723699808120728,
0.0284248199313879,
-0.10553621500730515,
-0.04242858290672302,
-0.07520999014377594,
0.05794559419155121,
0.046181801706552505,
-0.05029634013772011,
0.04772818461060524,
-0.07258996367454529,
0.0195230133831501,
-0.011778231710195541,
0.026894738897681236,
0.02773396112024784,
-0.03279520943760872,
0.035068150609731674,
-0.09300496429204941,
0.01624099165201187,
-0.017604989930987358,
-0.042223747819662094,
-0.010258164256811142,
0.04168126732110977,
-0.03151456639170647,
-0.01653393916785717,
0.027561772614717484,
-0.006121569313108921,
0.0028796906117349863,
-0.08990377187728882,
0.011478201486170292,
-0.06770358979701996,
-0.04298099875450134,
-0.01669609360396862,
0.03061281330883503,
-0.010112838819622993,
-0.004860628861933947,
0.07474540174007416,
0.09479649364948273,
-0.07006824761629105,
-0.06922809034585953,
-0.07063158601522446,
0.11873193085193634,
-0.024849431589245796,
0.02062290534377098,
-0.023846665397286415,
0.06584150344133377,
-0.039160873740911484,
-0.02231219783425331,
0.04514839127659798,
0.04794706404209137,
0.03870047628879547,
-0.0025051680859178305,
-0.02218734845519066
] | 0.069166 |
# 工作区记忆 v2（离线）：研究笔记 目标：Clawd 风格的工作区（`agents.defaults.workspace`，默认 `~/.openclaw/workspace`），其中"记忆"以每天一个 Markdown 文件（`memory/YYYY-MM-DD.md`）加上一小组稳定文件（例如 `memory.md`、`SOUL.md`）的形式存储。 本文档提出一种\*\*离线优先\*\*的记忆架构，保持 Markdown 作为规范的、可审查的数据源，但通过派生索引添加\*\*结构化回忆\*\*（搜索、实体摘要、置信度更新）。 ## 为什么要改变？ 当前设置（每天一个文件）非常适合： - "仅追加"式日志记录 - 人工编辑 - git 支持的持久性 + 可审计性 - 低摩擦捕获（"直接写下来"） 但它在以下方面较弱： - 高召回率检索（"我们对 X 做了什么决定？"、"上次我们尝试 Y 时？"） - 以实体为中心的答案（"告诉我关于 Alice / The Castle / warelay 的信息"）而无需重读多个文件 - 观点/偏好稳定性（以及变化时的证据） - 时间约束（"2025 年 11 月期间什么是真实的？"）和冲突解决 ## 设计目标 - \*\*离线\*\*：无需网络即可工作；可在笔记本电脑/Castle 上运行；无云依赖。 - \*\*可解释\*\*：检索的项目应该可归因（文件 + 位置）并与推理分离。 - \*\*低仪式感\*\*：每日日志保持 Markdown，无需繁重的 schema 工作。 - \*\*增量式\*\*：v1 仅使用 FTS 就很有用；语义/向量和图是可选升级。 - \*\*对智能体友好\*\*：使"在 token 预算内回忆"变得简单（返回小型事实包）。 ## 北极星模型（Hindsight × Letta） 需要融合两个部分： 1. \*\*Letta/MemGPT 风格的控制循环\*\* - 保持一个小的"核心"始终在上下文中（角色 + 关键用户事实） - 其他所有内容都在上下文之外，通过工具检索 - 记忆写入是显式的工具调用（append/replace/insert），持久化后在下一轮重新注入 2. \*\*Hindsight 风格的记忆基底\*\* - 分离观察到的、相信的和总结的内容 - 支持 retain/recall/reflect - 带有置信度的观点可以随证据演变 - 实体感知检索 + 时间查询（即使没有完整的知识图谱） ## 提议的架构（Markdown 数据源 + 派生索引） ### 规范存储（git 友好） 保持 `~/.openclaw/workspace` 作为规范的人类可读记忆。 建议的工作区布局： ``` ~/.openclaw/workspace/ memory.md # 小型：持久事实 + 偏好（类似核心） memory/ YYYY-MM-DD.md # 每日日志（追加；叙事） bank/ # "类型化"记忆页面（稳定、可审查） world.md # 关于世界的客观事实 experience.md # 智能体做了什么（第一人称） opinions.md # 主观偏好/判断 + 置信度 + 证据指针 entities/ Peter.md The-Castle.md warelay.md ... ``` 注意： - \*\*每日日志保持为每日日志\*\*。无需将其转换为 JSON。 - `bank/` 文件是\*\*经过整理的\*\*，由反思任务生成，仍可手动编辑。 - `memory.md` 保持"小型 + 类似核心"：你希望 Clawd 每次会话都能看到的内容。 ### 派生存储（机器回忆） 在工作区下添加派生索引（不一定需要 git 跟踪）： ``` ~/.openclaw/workspace/.memory/index.sqlite ``` 后端支持： - 用于事实 + 实体链接 + 观点元数据的 SQLite schema - SQLite \*\*FTS5\*\* 用于词法回忆（快速、小巧、离线） - 可选的嵌入表用于语义回忆（仍然离线） 索引始终\*\*可从 Markdown 重建\*\*。 ## Retain / Recall / Reflect（操作循环） ### Retain：将每日日志规范化为"事实" Hindsight 在这里重要的关键洞察：存储\*\*叙事性、自包含的事实\*\*，而不是微小的片段。 `memory/YYYY-MM-DD.md` 的实用规则： - 在一天结束时（或期间），添加一个 `## Retain` 部分，包含 2-5 个要点： - 叙事性（保留跨轮上下文） - 自包含（独立时也有意义） - 标记类型 + 实体提及 示例： ``` ## Retain - W @Peter: Currently in Marrakech (Nov 27–Dec 1, 2025) for Andy's birthday. - B @warelay: I fixed the Baileys WS crash by wrapping connection.update handlers in try/catch (see memory/2025-11-27.md). - O(c=0.95) @Peter: Prefers concise replies (<1500 chars) on WhatsApp; long content goes into files. ``` 最小化解析： - 类型前缀：`W`（世界）、`B`（经历/传记）、`O`（观点）、`S`（观察/摘要；通常是生成的） - 实体：`@Peter`、`@warelay` 等（slug 映射到 `bank/entities/\*.md`） - 观点置信度：`O(c=0.0..1.0)` 可选 如果你不想让作者考虑这些：反思任务可以从日志的其余部分推断这些要点，但有一个显式的 `## Retain` 部分是最简单的"质量杠杆"。 ### Recall：对派生索引的查询 Recall 应支持： - \*\*词法\*\*："查找精确的术语/名称/命令"（FTS5） - \*\*实体\*\*："告诉我关于 X 的信息"（实体页面 + 实体链接的事实） - \*\*时间\*\*："11 月 27 日前后发生了什么"/"自上周以来" - \*\*观点\*\*："Peter 偏好什么？"（带置信度 + 证据） 返回格式应对智能体友好并引用来源： - `kind`（`world|experience|opinion|observation`） - `timestamp`（来源日期，或如果存在则提取的时间范围） - `entities`（`["Peter","warelay"]`） - `content`（叙事性事实） - `source`（`memory/2025-11-27.md#L12` 等） ### Reflect：生成稳定页面 + 更新信念 反思是一个定时任务（每日或心跳 `ultrathink`），它： - 根据最近的事实更新 `bank/entities/\*.md`（实体摘要） - 根据强化/矛盾更新 `bank/opinions.md` 置信度 - 可选地提议对 `memory.md`（"类似核心"的持久事实）的编辑 观点演变（简单、可解释）： - 每个观点有： - 陈述 - 置信度 `c ∈ [0,1]` - last\_updated - 证据链接（支持 + 矛盾的事实 ID） - 当新事实到达时： - 通过实体重叠 + 相似性找到候选观点（先 FTS，后嵌入） - 通过小幅增量更新置信度；大幅跳跃需要强矛盾 + 重复证据 ## CLI 集成：独立 vs 深度集成 建议：\*\*深度集成到 OpenClaw\*\*，但保持可分离的核心库。 ### 为什么要集成到 OpenClaw？ - OpenClaw 已经知道： - 工作区路径（`agents.defaults.workspace`） - 会话模型 + 心跳 - 日志记录 + 故障排除模式 - 你希望智能体自己调用工具： - `openclaw memory recall "…" --k 25 --since 30d` - `openclaw memory reflect --since 7d` ### 为什么仍要分离库？ - 保持记忆逻辑可测试，无需 Gateway 网关/运行时 - 可从其他上下文重用（本地脚本、未来的桌面应用等） 形态： 记忆工具预计是一个小型 CLI + 库层，但这仅是探索性的。 ## "S-Collide" / SuCo：何时使用（研究） 如果"S-Collide"指的是 \*\*SuCo（Subspace Collision）\*\*：这是一种 ANN 检索方法，通过在子空间中使用学习/结构化碰撞来实现强召回/延迟权衡（论文：arXiv 2411.14754，2024）。 对于 `~/.openclaw/workspace` 的务实观点： - \*\*不要从\*\* SuCo 开始。 - 从 SQLite FTS +（可选的）简单嵌入开始；你会立即获得大部分 UX 收益。 - 仅在以下情况下考虑 SuCo/HNSW/ScaNN 级别的解决方案： - 语料库很大（数万/数十万个块） - 暴力嵌入搜索变得太慢 - 召回质量明显受到词法搜索的瓶颈限制 离线友好的替代方案（按复杂性递增）： - SQLite FTS5 + 元数据过滤（零 ML） - 嵌入 + 暴力搜索（如果块数量低，效果出奇地好） - HNSW 索引（常见、稳健；需要库绑定） - SuCo（研究级；如果有可嵌入的可靠实现则很有吸引力） 开放问题： - 对于你的机器（笔记本 + 台式机）上的"个人助理记忆"，\*\*最佳\*\*的离线嵌入模型是什么？ - 如果你已经有 Ollama：使用本地模型嵌入；否则在工具链中附带一个小型嵌入模型。 ## 最小可用试点 如果你想要一个最小但仍有用的版本： - 添加 `bank/` 实体页面和每日日志中的 `## Retain` 部分。 - 使用 SQLite FTS 进行带引用的回忆（路径 + 行号）。 - 仅在召回质量或规模需要时添加嵌入。 ## 参考资料 - Letta / MemGPT 概念："核心记忆块" + "档案记忆" + 工具驱动的自编辑记忆。 - Hindsight 技术报告："retain / recall / reflect"，四网络记忆，叙事性事实提取，观点置信度演变。 - SuCo：arXiv 2411.14754（2024）："Subspace Collision"近似最近邻检索。 | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/experiments/research/memory.md | main | opebclaw | [
-0.05882544443011284,
0.0486709289252758,
0.003458795603364706,
-0.0642067939043045,
-0.039175018668174744,
0.06437509506940842,
0.06605754047632217,
0.012841315940022469,
0.02735261619091034,
-0.01853172481060028,
0.14770621061325073,
-0.02024431899189949,
0.05689975991845131,
-0.028147650882601738,
0.03165359050035477,
0.059336185455322266,
-0.05732129514217377,
0.08719805628061295,
-0.011213929392397404,
0.05039655789732933,
0.0234108567237854,
-0.008999288082122803,
0.0360211618244648,
0.03373203054070473,
0.011343424208462238,
0.05638685077428818,
-0.06540064513683319,
0.04602445662021637,
0.0425427220761776,
-0.05122057721018791,
-0.019445568323135376,
0.12843932211399078,
0.05476239323616028,
0.0053115347400307655,
0.13166402280330658,
0.11261680722236633,
-0.023171178996562958,
-0.00870926957577467,
-0.0414394848048687,
0.005656999070197344,
-0.05674843490123749,
0.018687734380364418,
-0.022550614550709724,
-0.0216690544039011,
-0.01749265193939209,
0.017727769911289215,
-0.02982436679303646,
-0.023297511041164398,
-0.12023045867681503,
0.009584681130945683,
-0.0668819323182106,
-0.02585965022444725,
-0.05503995344042778,
0.053565334528684616,
0.08139286190271378,
0.008893345482647419,
-0.024646896868944168,
0.009514298290014267,
0.007609997410327196,
-0.03742559626698494,
-0.06129764765501022,
0.0632682591676712,
-0.05153004452586174,
0.012001232244074345,
-0.08312951028347015,
0.037340711802244186,
-0.022341307252645493,
0.02757839299738407,
-0.01035106647759676,
-0.020810581743717194,
-0.10292544215917587,
-0.07505618780851364,
0.007242074701935053,
0.017305104061961174,
-0.04198792204260826,
-0.011856919154524803,
0.016110025346279144,
0.017326222732663155,
-0.05891382321715355,
-0.17056523263454437,
-0.0483972430229187,
0.019808128476142883,
0.07334631681442261,
0.013449663296341896,
-0.09567174315452576,
0.07108060270547867,
-0.026956111192703247,
-0.0052672154270112514,
0.10625746101140976,
0.0042001246474683285,
0.021398920565843582,
0.025338007137179375,
0.04549405723810196,
0.009947293438017368,
0.040701694786548615,
-0.061068132519721985,
0.06093604117631912,
0.04674435034394264,
0.002319504739716649,
0.05130825564265251,
0.05699034035205841,
0.01003522239625454,
-0.06685933470726013,
-0.041948623955249786,
-0.004567274358123541,
-0.05425148084759712,
0.0033055434469133615,
-0.0587070994079113,
0.008210643194615841,
-0.011130033992230892,
0.006127547472715378,
-0.05717182531952858,
-0.022234726697206497,
-0.1281076818704605,
-0.030042383819818497,
0.0025268536992371082,
-0.02241896465420723,
-0.05394892022013664,
0.07283729314804077,
-0.02400224842131138,
0.08393684029579163,
-0.018844211474061012,
-0.06270923465490341,
-0.06787814199924469,
-0.12556332349777222,
-0.009164323098957539,
0.08887343853712082,
-3.6634575316964296e-33,
0.03825931251049042,
0.002100649056956172,
-0.045456334948539734,
0.008489742875099182,
0.06681236624717712,
-0.0692497193813324,
-0.010941749438643456,
0.004754771012812853,
-0.0694558322429657,
-0.013483474962413311,
-0.0025999443605542183,
-0.03247138857841492,
-0.10954290628433228,
0.08404182642698288,
-0.020544877275824547,
-0.029576364904642105,
-0.03279897943139076,
0.03269851580262184,
0.05897615849971771,
-0.0012213437585160136,
-0.039362091571092606,
0.09047313034534454,
0.022989748045802116,
-0.001911180792376399,
0.006863298360258341,
0.051034774631261826,
0.03647945076227188,
-0.05826479569077492,
0.014280613511800766,
0.02217184007167816,
-0.00032760773319751024,
-0.037752147763967514,
0.01601683348417282,
-0.020306352525949478,
-0.10196533054113388,
0.0671841949224472,
-0.05199258029460907,
-0.035528186708688736,
-0.02286938577890396,
-0.025405697524547577,
0.0019679151009768248,
0.001762953121215105,
0.006423391401767731,
-0.025047361850738525,
-0.024271706119179726,
-0.0038592631462961435,
-0.050908856093883514,
-0.023677391931414604,
0.07017167657613754,
-0.026083853095769882,
-0.03242132067680359,
0.035645321011543274,
-0.008584440685808659,
0.040802519768476486,
-0.04800627753138542,
-0.027644818648695946,
-0.04584783315658569,
-0.004037952981889248,
-0.04440469667315483,
0.025198789313435555,
-0.025890199467539787,
0.0317424014210701,
0.06464549154043198,
0.009762411005795002,
0.07070846855640411,
0.02976554073393345,
-0.017116175964474678,
-0.025420822203159332,
0.038441646844148636,
-0.0738801509141922,
-0.1588669866323471,
-0.022972315549850464,
0.06643301248550415,
-0.013182432390749454,
-0.003018154762685299,
-0.07250060886144638,
-0.004817236680537462,
-0.047997165471315384,
0.0022815836127847433,
-0.08345755189657211,
-0.06282804161310196,
-0.04102620109915733,
-0.0321529321372509,
0.02098986692726612,
-0.07119251787662506,
-0.013069596141576767,
0.08399004489183426,
0.013438453897833824,
-0.046311359852552414,
0.0021671524737030268,
-0.12545576691627502,
-0.06711921840906143,
0.003341785864904523,
-0.0004690300556831062,
-0.04776136204600334,
-1.464905284427558e-33,
0.028674190863966942,
-0.029600970447063446,
-0.048050668090581894,
0.061847273260354996,
-0.020828798413276672,
-0.055228013545274734,
-0.005324630066752434,
0.03268035128712654,
0.0020380569621920586,
-0.004646771587431431,
-0.01417604461312294,
-0.011288064531981945,
0.006081342697143555,
0.015376745723187923,
-0.03886432200670242,
0.029869740828871727,
0.009835289791226387,
0.043763238936662674,
-0.031699564307928085,
0.05649411305785179,
0.022057950496673584,
-0.0561860017478466,
-0.11801473051309586,
0.022389691323041916,
0.034660421311855316,
0.07284711301326752,
0.06964609026908875,
-0.023669829592108727,
0.029606131836771965,
0.009534279815852642,
0.031084397807717323,
-0.01721256971359253,
-0.05799658223986626,
0.061503104865550995,
-0.07989445328712463,
-0.07900608330965042,
0.02045736275613308,
-0.009445473551750183,
-0.07886557281017303,
-0.04663575440645218,
0.05299350619316101,
-0.019220681861042976,
-0.02043222263455391,
0.009354072622954845,
-0.011082799173891544,
0.013341943733394146,
-0.08534613996744156,
-0.0186429712921381,
-0.039872583001852036,
0.002435791539028287,
0.05120878666639328,
-0.04577842354774475,
-0.037505101412534714,
-0.058161113411188126,
-0.03277209401130676,
0.006679239217191935,
-0.017397897318005562,
-0.08690007030963898,
-0.04565649479627609,
-0.05802919715642929,
0.03525231406092644,
0.06107262149453163,
-0.03120959922671318,
0.00371655379422009,
0.007690634578466415,
-0.01834869012236595,
0.00489149009808898,
-0.03313237801194191,
-0.036439232528209686,
-0.07440996170043945,
0.04450281709432602,
0.04646190255880356,
0.047121889889240265,
-0.03927196189761162,
0.012979976832866669,
0.017240850254893303,
0.01342268567532301,
-0.004853155929595232,
-0.025236951187253,
0.01443237904459238,
0.0065944986417889595,
-0.0028625770937651396,
0.022856364026665688,
0.1556146740913391,
-0.07135693728923798,
0.043109290301799774,
-0.029618630185723305,
0.13335444033145905,
-0.03429060056805611,
-0.03470845893025398,
-0.005684503819793463,
0.07591179013252258,
-0.0018697739578783512,
0.10898331552743912,
0.027339013293385506,
-5.208154618685512e-8,
-0.060735832899808884,
-0.07148997485637665,
-0.044953685253858566,
-0.060334719717502594,
-0.03941220045089722,
-0.023667743429541588,
-0.02301304042339325,
-0.00878936517983675,
0.03372439742088318,
-0.05440701171755791,
0.06795109063386917,
-0.0075027188286185265,
-0.12856651842594147,
-0.02819151245057583,
-0.07047979533672333,
-0.0010376855498179793,
-0.06920509040355682,
0.08356989920139313,
-0.025467777624726295,
-0.0746888592839241,
-0.07827289402484894,
0.05103449150919914,
0.09876547008752823,
-0.10199659317731857,
-0.062240708619356155,
0.04595182090997696,
-0.06584420800209045,
0.03430125489830971,
0.009101880714297295,
-0.01776864379644394,
0.09544838219881058,
0.025224648416042328,
0.07797441631555557,
-0.05073585733771324,
0.048614390194416046,
0.028459269553422928,
0.03893407806754112,
-0.015243526548147202,
0.027919258922338486,
0.04479937255382538,
0.035944096744060516,
-0.11162132024765015,
-0.042639631778001785,
0.026189476251602173,
0.07561802119016647,
-0.0745403915643692,
0.03524044528603554,
0.04822678491473198,
0.02589423954486847,
-0.025827819481492043,
0.011246660724282265,
0.019976451992988586,
-0.014852894470095634,
-0.04520631581544876,
0.027411101385951042,
0.058194488286972046,
-0.020808883011341095,
0.025952056050300598,
0.05656512826681137,
0.005065596662461758,
0.010767528787255287,
-0.0026007548440247774,
0.010564163327217102,
0.07421031594276428
] | 0.074054 |
# Cron Add 加固 & Schema 对齐 ## 背景 最近的 Gateway 网关日志显示重复的 `cron.add` 失败，参数无效（缺少 `sessionTarget`、`wakeMode`、`payload`，以及格式错误的 `schedule`）。这表明至少有一个客户端（可能是智能体工具调用路径）正在发送包装的或部分指定的任务负载。另外，TypeScript 中的 cron 提供商枚举、Gateway 网关 schema、CLI 标志和 UI 表单类型之间存在漂移，加上 `cron.status` 的 UI 不匹配（期望 `jobCount` 而 Gateway 网关返回 `jobs`）。 ## 目标 - 通过规范化常见的包装负载并推断缺失的 `kind` 字段来停止 `cron.add` INVALID\_REQUEST 垃圾。 - 在 Gateway 网关 schema、cron 类型、CLI 文档和 UI 表单之间对齐 cron 提供商列表。 - 使智能体 cron 工具 schema 明确，以便 LLM 生成正确的任务负载。 - 修复 Control UI cron 状态任务计数显示。 - 添加测试以覆盖规范化和工具行为。 ## 非目标 - 更改 cron 调度语义或任务执行行为。 - 添加新的调度类型或 cron 表达式解析。 - 除了必要的字段修复外，不大改 cron 的 UI/UX。 ## 发现（当前差距） - Gateway 网关中的 `CronPayloadSchema` 排除了 `signal` + `imessage`，而 TS 类型包含它们。 - Control UI CronStatus 期望 `jobCount`，但 Gateway 网关返回 `jobs`。 - 智能体 cron 工具 schema 允许任意 `job` 对象，导致格式错误的输入。 - Gateway 网关严格验证 `cron.add` 而不进行规范化，因此包装的负载会失败。 ## 变更内容 - `cron.add` 和 `cron.update` 现在规范化常见的包装形式并推断缺失的 `kind` 字段。 - 智能体 cron 工具 schema 与 Gateway 网关 schema 匹配，减少无效负载。 - 提供商枚举在 Gateway 网关、CLI、UI 和 macOS 选择器之间对齐。 - Control UI 使用 Gateway 网关的 `jobs` 计数字段显示状态。 ## 当前行为 - \*\*规范化：\*\*包装的 `data`/`job` 负载被解包；`schedule.kind` 和 `payload.kind` 在安全时被推断。 - \*\*默认值：\*\*当缺失时，为 `wakeMode` 和 `sessionTarget` 应用安全默认值。 - \*\*提供商：\*\*Discord/Slack/Signal/iMessage 现在在 CLI/UI 中一致显示。 参见 [Cron 任务](/automation/cron-jobs) 了解规范化的形式和示例。 ## 验证 - 观察 Gateway 网关日志中 `cron.add` INVALID\_REQUEST 错误是否减少。 - 确认 Control UI cron 状态在刷新后显示任务计数。 ## 可选后续工作 - 手动 Control UI 冒烟测试：为每个提供商添加一个 cron 任务 + 验证状态任务计数。 ## 开放问题 - `cron.add` 是否应该接受来自客户端的显式 `state`（当前被 schema 禁止）？ - 我们是否应该允许 `webchat` 作为显式投递提供商（当前在投递解析中被过滤）？ | https://github.com/openclaw/openclaw/blob/main//docs/zh-CN/experiments/plans/cron-add-hardening.md | main | opebclaw | [
-0.10024477541446686,
-0.009187597781419754,
-0.03912792727351189,
-0.04120395705103874,
-0.05116177722811699,
-0.014819045551121235,
0.07655653357505798,
0.04642524942755699,
0.0011059270473197103,
-0.010634275153279305,
0.023994771763682365,
-0.07540255784988403,
0.03451109305024147,
0.0016986671835184097,
0.03733781725168228,
-0.004298432730138302,
-0.05692330002784729,
-0.07681619375944138,
-0.0025380130391567945,
-0.07313967496156693,
0.004657557234168053,
-0.02408285066485405,
-0.005127033684402704,
0.07676047086715698,
-0.0524093322455883,
-0.05957115814089775,
-0.013703725300729275,
0.0009065523627214134,
0.023730967193841934,
0.037479251623153687,
-0.030009238049387932,
0.06516853719949722,
-0.08393562585115433,
0.009794516488909721,
0.11969999223947525,
0.1309451162815094,
0.041470158845186234,
-0.050612639635801315,
0.017644871026277542,
0.012175085954368114,
-0.005827943328768015,
-0.03701566159725189,
-0.03590769320726395,
-0.07712021470069885,
0.03306679055094719,
-0.06607139110565186,
-0.0675332322716713,
-0.027577510103583336,
-0.10213714092969894,
0.0024508291389793158,
-0.02147095836699009,
0.026510372757911682,
0.004352801013737917,
0.034846995025873184,
0.037263091653585434,
0.08574600517749786,
-0.056896671652793884,
0.05654595419764519,
0.0808037519454956,
-0.03713283687829971,
-0.08010157942771912,
-0.012231556698679924,
0.03601658344268799,
-0.030732832849025726,
-0.048858821392059326,
0.0007493860321119428,
-0.10426410287618637,
-0.0071372976526618,
0.015772229060530663,
0.044266343116760254,
-0.08503255248069763,
-0.037269946187734604,
-0.1164943054318428,
-0.02938801795244217,
-0.032815322279930115,
-0.025968438014388084,
0.032901592552661896,
-0.06551393866539001,
-0.10361793637275696,
-0.11286114156246185,
-0.08622152358293533,
-0.05550282448530197,
0.01894468255341053,
0.014905951917171478,
-0.028041936457157135,
0.056783728301525116,
-0.029409151524305344,
0.005928847938776016,
0.15323729813098907,
0.018353210762143135,
0.04081239551305771,
0.027242084965109825,
-0.024021897464990616,
-0.003209489630535245,
0.056589070707559586,
0.03814171999692917,
0.005232084076851606,
0.014293715357780457,
-0.021848779171705246,
0.04500528797507286,
0.04130223020911217,
0.01601000502705574,
-0.031583305448293686,
0.02565607614815235,
0.01943737268447876,
0.011321944184601307,
-0.01762581244111061,
0.021841395646333694,
-0.03081279806792736,
-0.039675675332546234,
-0.02902759052813053,
0.03937021270394325,
0.04735541343688965,
-0.11718729883432388,
-0.02323174849152565,
0.06050283834338188,
-0.021997258067131042,
0.008352472446858883,
0.007332017179578543,
0.06376976519823074,
0.10635906457901001,
-0.014616748318076134,
-0.121766097843647,
-0.08911120146512985,
-0.011494056321680546,
-0.07529964298009872,
0.12470754235982895,
3.891015330093874e-34,
-0.050545889884233475,
0.009372062981128693,
-0.017997179180383682,
-0.03269851580262184,
0.04628577083349228,
-0.02820078656077385,
0.008107844740152359,
0.08575943857431412,
-0.08256275951862335,
-0.05398477613925934,
-0.029301617294549942,
0.002693458693102002,
-0.08096303790807724,
0.01535680890083313,
-0.07248109579086304,
-0.04878053441643715,
0.03937598317861557,
-0.0034245529677718878,
0.03631152585148811,
-0.013730633072555065,
0.05398165062069893,
-0.010585194453597069,
-0.015265670605003834,
0.04098111763596535,
0.0022258181124925613,
0.00574156828224659,
-0.030051855370402336,
0.03487931191921234,
-0.07631464302539825,
0.02646663784980774,
0.09169255942106247,
0.05465998873114586,
-0.021035635843873024,
0.045780207961797714,
-0.013905873522162437,
-0.026800822466611862,
-0.007275529205799103,
-0.004959177691489458,
-0.08317339420318604,
-0.04419700428843498,
-0.028252840042114258,
0.018265120685100555,
-0.07735009491443634,
-0.01984304003417492,
0.04844536632299423,
-0.08265558630228043,
-0.0069933501072227955,
0.0013958673225715756,
0.06813172250986099,
-0.006978687830269337,
-0.052837640047073364,
0.07540442049503326,
0.038559868931770325,
-0.00787024013698101,
-0.001887839287519455,
-0.027172498404979706,
-0.06304840743541718,
-0.0023427424021065235,
0.03825170174241066,
-0.006086333189159632,
0.03171145170927048,
0.016478406265378,
-0.00001043009979184717,
0.024119671434164047,
0.08930166810750961,
-0.005715166684240103,
0.011857462115585804,
-0.0018911754013970494,
0.057883813977241516,
-0.06651422381401062,
-0.015294908545911312,
0.04333807900547981,
0.0013183088740333915,
0.04441313445568085,
0.04289416968822479,
-0.07065317034721375,
0.030026039108633995,
-0.019566668197512627,
-0.05272030830383301,
-0.0315796360373497,
0.061579469591379166,
-0.04298517853021622,
-0.011335758492350578,
-0.021209843456745148,
0.045930393040180206,
0.03784915804862976,
0.013833906501531601,
0.027142422273755074,
0.02735232748091221,
0.039777763187885284,
-0.06061641499400139,
-0.043234698474407196,
0.02339153364300728,
0.030204057693481445,
-0.05642455816268921,
-5.764662132656915e-33,
-0.006216511130332947,
0.007108279038220644,
-0.056296125054359436,
-0.017857253551483154,
-0.046471286565065384,
-0.013249511830508709,
0.08397466689348221,
-0.06547455489635468,
0.03608648478984833,
0.05778272822499275,
-0.04561221972107887,
-0.0023026173003017902,
-0.02732483111321926,
-0.004651522263884544,
0.0027974084950983524,
0.00891423411667347,
-0.024151254445314407,
-0.012876912951469421,
-0.058631859719753265,
0.08019662648439407,
-0.015988348051905632,
0.0955042690038681,
-0.15167133510112762,
0.048925161361694336,
0.03323119133710861,
0.0669993981719017,
-0.02887781336903572,
0.024840956553816795,
-0.0419430248439312,
0.02716943807899952,
-0.06100338324904442,
-0.07174253463745117,
-0.019841469824314117,
0.1577116996049881,
0.03349727392196655,
-0.13111871480941772,
0.02912382036447525,
0.05534866079688072,
-0.02903927117586136,
0.010252334177494049,
0.11880818754434586,
-0.010090319439768791,
0.005740760359913111,
-0.05061792582273483,
-0.021689385175704956,
0.02220582589507103,
-0.03309507295489311,
-0.0016200210666283965,
-0.09973447024822235,
-0.05759599432349205,
0.0008562566945329309,
-0.01304595172405243,
-0.038365911692380905,
0.006637957412749529,
0.07483188807964325,
-0.01875309832394123,
-0.0015506339259445667,
-0.09194446355104446,
-0.04192621633410454,
-0.06193934381008148,
0.009779765270650387,
-0.02907596528530121,
0.04160868749022484,
0.06437519937753677,
0.05859379097819328,
-0.12645550072193146,
-0.07505971193313599,
-0.0547151118516922,
0.0776265487074852,
-0.10212672501802444,
0.02022821083664894,
0.01748150959610939,
0.03573552146553993,
-0.0023579630069434643,
-0.01425205823034048,
0.036224108189344406,
-0.012014072388410568,
-0.022697854787111282,
-0.03313351422548294,
0.08596488833427429,
-0.03627974912524223,
-0.008250711485743523,
0.07593005150556564,
0.07502419501543045,
-0.0954328253865242,
-0.0018732306780293584,
-0.012974295765161514,
0.05177351087331772,
0.006664590444415808,
-0.02071005292236805,
0.021514728665351868,
-0.021333619952201843,
0.027797313407063484,
0.07224394381046295,
0.046563468873500824,
-5.303630246089597e-8,
-0.00025204193661920726,
-0.1256287842988968,
-0.032841529697179794,
-0.012180089019238949,
0.015994731336832047,
-0.08180724084377289,
-0.035960711538791656,
-0.09823118150234222,
-0.006580039393156767,
-0.027601204812526703,
-0.02874964289367199,
-0.03685155138373375,
0.003618537448346615,
0.0028622508980333805,
-0.06104768440127373,
-0.003918452654033899,
-0.0645110011100769,
0.023222580552101135,
0.013597453944385052,
-0.06482920050621033,
-0.01863941363990307,
-0.0058703613467514515,
0.004195432178676128,
-0.027764538303017616,
0.05274895206093788,
0.019300002604722977,
-0.07314395159482956,
0.04466553404927254,
-0.07490933686494827,
0.015762129798531532,
0.015944581478834152,
-0.08488161861896515,
0.045346736907958984,
-0.0373699888586998,
-0.012727940455079079,
0.04588426649570465,
0.06131903827190399,
-0.052755940705537796,
-0.042328182607889175,
-0.057773858308792114,
0.08283324539661407,
-0.02166823484003544,
-0.035658225417137146,
-0.018503151834011078,
0.07998786866664886,
-0.034709382802248,
-0.0268387608230114,
0.013582967221736908,
0.041089653968811035,
-0.04629722982645035,
-0.0018319337395951152,
-0.023692911490797997,
0.07051720470190048,
-0.02246399037539959,
0.026462532579898834,
0.0016383042093366385,
0.028243623673915863,
-0.10642068833112717,
0.011029940098524094,
0.023634614422917366,
0.04503859579563141,
0.11391984671354294,
-0.003148595569655299,
-0.04769646003842354
] | 0.085083 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.