[{"data":1,"prerenderedAt":3192},["ShallowReactive",2],{"docs:setup/china-cloud-deployment":3,"content-manifest":552},{"id":4,"title":5,"body":6,"category":532,"date":533,"description":534,"extension":535,"meta":536,"navigation":537,"path":538,"seo":539,"source":540,"sourceName":541,"sourceType":542,"stem":543,"tags":544,"updatedAt":550,"__hash__":551},"docs/docs/setup/china-cloud-deployment.md","国内云部署思路",{"type":7,"value":8,"toc":513},"minimark",[9,12,16,29,32,37,40,51,54,57,71,75,78,82,85,96,99,102,105,116,119,122,153,156,160,163,166,170,173,181,184,187,201,204,208,211,225,228,239,242,246,249,252,281,283,294,298,301,312,315,327,330,334,337,340,365,368,379,399,402,413,417,420,434,437,448,451,454,471,474,477,509],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"中文用户在部署 OpenClaw 时，真正影响体验的通常不是“能不能跑起来”，而是：",[17,18,19,23,26],"ul",{},[20,21,22],"li",{},"入口是不是贴近自己的办公生态",[20,24,25],{},"模型端点在当前网络环境下是否稳定",[20,27,28],{},"长期在线后怎么做远程管理和安全收口",[13,30,31],{},"所以“国内云部署”更适合被理解成一套判断顺序，而不是某个固定模板。",[33,34,36],"h2",{"id":35},"第一步先判断你到底是不是需要云","第一步：先判断你到底是不是需要云",[13,38,39],{},"如果你只是：",[17,41,42,45,48],{},[20,43,44],{},"想先学习 OpenClaw",[20,46,47],{},"还没确定自己会不会长期用",[20,49,50],{},"主要想跑通最小链路",[13,52,53],{},"那本地先跑通通常更划算。",[13,55,56],{},"只有当你已经明确需要下面这些目标时，云环境才会开始体现价值：",[17,58,59,62,65,68],{},[20,60,61],{},"24/7 在线",[20,63,64],{},"多人协作",[20,66,67],{},"固定远程入口",[20,69,70],{},"渠道长期挂接",[33,72,74],{"id":73},"第二步先看入口生态再看机器价格","第二步：先看入口生态，再看机器价格",[13,76,77],{},"对中文团队来说，服务器本身只是底座。真正影响后续体验的，往往是你要接哪类入口。",[79,80,81],"h3",{"id":81},"更偏个人或技术团队",[13,83,84],{},"如果你主要依赖：",[17,86,87,90,93],{},[20,88,89],{},"Dashboard",[20,91,92],{},"WebChat",[20,94,95],{},"Telegram",[13,97,98],{},"那么海外或本地都可能够用，云只是在长期在线上更省心。",[79,100,101],{"id":101},"更偏中文办公协作",[13,103,104],{},"如果你主要想接：",[17,106,107,110,113],{},[20,108,109],{},"飞书",[20,111,112],{},"企业沟通群组",[20,114,115],{},"团队值班与通知流",[13,117,118],{},"那更应该先看飞书链路是否顺、管理面如何收口，而不是先挑最低价主机。",[13,120,121],{},"官方现在的飞书通道已经支持：",[17,123,124,127,134,137,143],{},[20,125,126],{},"onboarding 向导接入",[20,128,129,133],{},[130,131,132],"code",{},"openclaw channels add"," 交互式配置",[20,135,136],{},"长连接 WebSocket 事件订阅",[20,138,139,142],{},[130,140,141],{},"domain: \"lark\""," 国际租户切换",[20,144,145,148,149,152],{},[130,146,147],{},"typingIndicator"," / ",[130,150,151],{},"resolveSenderNames"," 两个额度优化开关",[13,154,155],{},"对中文团队来说，这意味着飞书接入已经不再是“先搭 webhook 公网入口”的老思路。",[33,157,159],{"id":158},"第三步模型端点要按网络环境分层选","第三步：模型端点要按网络环境分层选",[13,161,162],{},"很多人上云后第一反应是“机器稳定了”，但长期成本和可用性更容易受模型端点影响。",[13,164,165],{},"当前更值得中文用户关注的几类端点是：",[79,167,169],{"id":168},"moonshot-kimi","Moonshot / Kimi",[13,171,172],{},"官方已经区分了：",[17,174,175,178],{},[20,176,177],{},"Moonshot API",[20,179,180],{},"Kimi Coding",[13,182,183],{},"两者不是同一个 provider，密钥、端点和模型引用都不同。",[13,185,186],{},"如果你面向国内网络环境，官方文档已经明确给出：",[17,188,189,195],{},[20,190,191,192],{},"国际端点：",[130,193,194],{},"https://api.moonshot.ai/v1",[20,196,197,198],{},"中国端点：",[130,199,200],{},"https://api.moonshot.cn/v1",[13,202,203],{},"这类 provider 更适合你已经明确要把 Kimi 作为主力或备用模型时再接入。",[79,205,207],{"id":206},"qwen-oauth","Qwen OAuth",[13,209,210],{},"官方 Qwen provider 现在更像“低门槛试用入口”：",[17,212,213,216,222],{},[20,214,215],{},"走设备码 OAuth",[20,217,218,219],{},"默认是 ",[130,220,221],{},"qwen-portal",[20,223,224],{},"文档注明有每日请求额度上限",[13,226,227],{},"它更适合：",[17,229,230,233,236],{},[20,231,232],{},"本地测试",[20,234,235],{},"快速验证 Qwen 路由",[20,237,238],{},"轻量试用",[13,240,241],{},"但不太适合一开始就被当成唯一长期主力。",[79,243,245],{"id":244},"qianfan","Qianfan",[13,247,248],{},"如果你本来就在百度云体系里，Qianfan 是更像“统一 MaaS 入口”的路线。",[13,250,251],{},"官方接入方式也已经很直接：",[253,254,259],"pre",{"className":255,"code":256,"language":257,"meta":258,"style":258},"language-bash shiki shiki-themes github-light github-dark","openclaw onboard --auth-choice qianfan-api-key\n","bash","",[130,260,261],{"__ignoreMap":258},[262,263,266,270,274,278],"span",{"class":264,"line":265},"line",1,[262,267,269],{"class":268},"sScJk","openclaw",[262,271,273],{"class":272},"sZZnC"," onboard",[262,275,277],{"class":276},"sj4cs"," --auth-choice",[262,279,280],{"class":272}," qianfan-api-key\n",[13,282,227],{},[17,284,285,288,291],{},[20,286,287],{},"团队已经有百度云账号体系",[20,289,290],{},"想把模型接入放进统一平台",[20,292,293],{},"希望后续管理方式更接近企业 MaaS",[33,295,297],{"id":296},"第四步国内云最容易忽略的不是启动而是管理面","第四步：国内云最容易忽略的不是启动，而是管理面",[13,299,300],{},"机器跑起来后，真正容易出问题的通常是：",[17,302,303,306,309],{},[20,304,305],{},"直接暴露高权限入口",[20,307,308],{},"没有把 Dashboard / WebChat / 渠道边界拆开",[20,310,311],{},"没有定义谁能进浏览器控制面",[13,313,314],{},"更稳的顺序通常是：",[316,317,318,321,324],"ol",{},[20,319,320],{},"先把实例跑起来",[20,322,323],{},"先只开放你真正需要的入口",[20,325,326],{},"再补远程访问、配对、浏览器授权和 allowlist",[13,328,329],{},"不要把“云上能打开”当成“已经适合长期运行”。",[33,331,333],{"id":332},"_2026-年-3-月-24-日的外部中文资料信号","2026 年 3 月 24 日的外部中文资料信号",[13,335,336],{},"除了官方文档，近期公开可访问的中文教程站也在集中讨论国内云部署、企业微信 / 微信入口和国内模型端点。这些资料对判断“中文团队到底会怎么落地”很有帮助，但更适合补场景，不适合替代官方配置真值。",[13,338,339],{},"我这轮整理时重点参考了：",[17,341,342,351,358],{},[20,343,344],{},[345,346,350],"a",{"href":347,"rel":348},"https://openclawgithub.cc/guide/deploy/",[349],"nofollow","OpenClaw 中文教程：部署与 Docker",[20,352,353],{},[345,354,357],{"href":355,"rel":356},"https://openclawgithub.cc/guide/start/",[349],"OpenClaw 中文教程：快速开始",[20,359,360],{},[345,361,364],{"href":362,"rel":363},"https://openclawgithub.cc/guide/channels/wechat/",[349],"OpenClaw 中文教程：微信（WeChat）",[13,366,367],{},"从这些公开中文资料里，当前最明显的三个信号是：",[316,369,370,373,376],{},[20,371,372],{},"中文团队更常把“飞书 / 企业微信 / 微信入口”放在和“买哪台云主机”同等重要的位置",[20,374,375],{},"国内模型经常被和部署一起讨论，而不是等系统跑通后再选",[20,377,378],{},"很多中文教程仍会把“先开放端口再说”当成默认步骤",[13,380,381,382,385,386,389,390,393,394,398],{},"第三点尤其值得提醒：一些中文部署示例会直接开放 ",[130,383,384],{},"18789"," 端口甚至给出 ",[130,387,388],{},"0.0.0.0/0"," 的安全组示例。",[391,392],"br",{},"\n这类做法确实能更快验证联通性，但",[395,396,397],"strong",{},"按官方 2026 年 3 月的安全文档，更稳的默认方案仍然是 loopback + SSH tunnel / Tailscale Serve / 受控反向代理","，而不是直接把 Gateway 暴露成公网入口。",[13,400,401],{},"所以如果你在中文环境里参考外部教程，建议按这个顺序过滤：",[316,403,404,407,410],{},[20,405,406],{},"先用官方 docs 确认能力是否真实存在",[20,408,409],{},"再把中文教程当成“国内场景补充”",[20,411,412],{},"看到开放公网端口、宽松安全组、默认暴露控制面这类做法时，优先回到官方安全页重新核对",[33,414,416],{"id":415},"第五步一条更稳的中文团队迁移路径","第五步：一条更稳的中文团队迁移路径",[13,418,419],{},"对多数中文团队来说，更实际的顺序通常是：",[316,421,422,425,428,431],{},[20,423,424],{},"先本地跑通 onboarding、Dashboard 和最小会话",[20,426,427],{},"再确定主要入口是飞书、WebChat 还是其他渠道",[20,429,430],{},"再决定主力模型走 Moonshot、Qianfan、Qwen 还是混合策略",[20,432,433],{},"最后再把长期在线环境迁到云上",[13,435,436],{},"这样做的好处是：",[17,438,439,442,445],{},[20,440,441],{},"入口问题不会和云问题混在一起",[20,443,444],{},"模型问题不会和部署问题混在一起",[20,446,447],{},"成本也更容易分层看清",[33,449,450],{"id":450},"如果你是第一次为中文团队上云",[13,452,453],{},"优先确认这 5 件事：",[316,455,456,459,462,465,468],{},[20,457,458],{},"团队主要入口是不是飞书",[20,460,461],{},"主力模型是不是国内端点优先",[20,463,464],{},"远程访问准备用什么方式",[20,466,467],{},"浏览器控制面谁能进",[20,469,470],{},"升级、备份和回滚谁负责",[13,472,473],{},"只要这几件事没有明确，云环境通常还不算真正“准备好了”。",[33,475,476],{"id":476},"下一步推荐",[17,478,479,485,491,497,503],{},[20,480,481],{},[345,482,484],{"href":483},"/best-practices/feishu-bot-development","飞书 Bot 开发实战",[20,486,487],{},[345,488,490],{"href":489},"/docs/getting-started/when-to-use-dashboard-webchat-or-channels","Dashboard、WebChat 和聊天渠道分别什么时候用",[20,492,493],{},[345,494,496],{"href":495},"/docs/operations/model-strategy-and-cost","模型选型与成本控制",[20,498,499],{},[345,500,502],{"href":501},"/docs/operations/remote-access","远程访问",[20,504,505],{},[345,506,508],{"href":507},"/docs/reference/external-sources-and-trust-levels","如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw",[510,511,512],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, 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var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":258,"searchDepth":514,"depth":514,"links":515},2,[516,517,522,527,528,529,530,531],{"id":35,"depth":514,"text":36},{"id":73,"depth":514,"text":74,"children":518},[519,521],{"id":81,"depth":520,"text":81},3,{"id":101,"depth":520,"text":101},{"id":158,"depth":514,"text":159,"children":523},[524,525,526],{"id":168,"depth":520,"text":169},{"id":206,"depth":520,"text":207},{"id":244,"depth":520,"text":245},{"id":296,"depth":514,"text":297},{"id":332,"depth":514,"text":333},{"id":415,"depth":514,"text":416},{"id":450,"depth":514,"text":450},{"id":476,"depth":514,"text":476},"安装",null,"面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","md",{},true,"/docs/setup/china-cloud-deployment",{"title":5,"description":534},"https://docs.openclaw.ai/zh-CN/install","OpenClaw Docs","official","docs/setup/china-cloud-deployment",[545,546,547,548,549,244],"china","cloud","deployment","feishu","qwen","2026-03-24","-44OA7SbXVmGc4xxIhREHf1vL1IhP-JPdXFxcP2-1ao",{"generatedAt":553,"collections":554,"totals":3190},"2026-10-19T07:16:28.294Z",{"docs":555,"news":1773,"bestPractices":2532},{"count":556,"items":557},171,[558,572,583,592,601,606,611,618,626,634,643,650,659,668,677,683,690,694,701,708,719,727,735,745,755,764,773,782,790,797,802,810,819,827,836,844,849,856,863,871,878,887,893,902,908,913,921,928,933,943,952,960,968,975,983,989,994,1000,1009,1014,1019,1028,1035,1047,1053,1061,1068,1073,1080,1088,1095,1100,1106,1113,1119,1129,1135,1144,1153,1159,1164,1169,1177,1184,1190,1197,1205,1212,1219,1228,1236,1243,1250,1256,1263,1269,1278,1284,1291,1296,1301,1308,1316,1325,1332,1339,1349,1354,1360,1365,1373,1380,1387,1394,1400,1407,1412,1422,1433,1439,1445,1450,1456,1462,1469,1476,1483,1492,1499,1504,1510,1517,1526,1533,1540,1546,1552,1557,1563,1568,1573,1580,1586,1594,1600,1607,1613,1622,1628,1634,1641,1647,1653,1661,1668,1673,1681,1687,1693,1700,1707,1712,1719,1721,1728,1734,1741,1747,1753,1759,1768],{"title":559,"description":560,"path":561,"category":562,"updatedAt":563,"sourceType":564,"tags":565},"OpenClaw 核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[566,567,568,569,570,571],"concepts","gateway","agent","channels","tools","memory",{"title":573,"description":574,"path":575,"category":562,"updatedAt":576,"sourceType":564,"tags":577},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[578,579,580,581,582],"developers","teams","architecture","configuration","skills",{"title":584,"description":585,"path":586,"category":562,"updatedAt":576,"sourceType":564,"tags":587},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[588,589,567,590,591],"enterprise","operations","security","upgrades",{"title":593,"description":594,"path":595,"category":562,"updatedAt":596,"sourceType":542,"tags":597},"创建第一个 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命令怎么工作，以及为什么它适合远程值班但不适合无限扩散批准权。","/docs/operations/chat-approval-forwarding","运维",[886,884,1204,1218,589],"forwarding",{"title":1220,"description":1221,"path":1222,"category":1216,"updatedAt":638,"sourceType":542,"tags":1223},"配置热重载与 include 合并怎么用","基于最新官方 Configuration 文档，整理 OpenClaw 的 config hot reload、reload mode、include 深度合并和哪些改动需要重启。","/docs/operations/config-hot-reload-and-includes",[581,1224,1225,1226,1227],"hot-reload","includes","merge","restart",{"title":1229,"description":1230,"path":1231,"category":1216,"updatedAt":638,"sourceType":542,"tags":1232},"远程打开 Control UI 的正确方式","基于最新官方 Control UI、Dashboard 和 Tailscale 文档，整理远程访问 Control UI 时最稳的路径、常见 1008 报错原因，以及 allowedOrigins 等关键边界。","/docs/operations/control-ui-remote-access",[841,625,1233,1234,1235],"remote-access","tailscale","allowedOrigins",{"title":1237,"description":1238,"path":1239,"category":1216,"updatedAt":759,"sourceType":542,"tags":1240},"Cron 的 retention 和 run log pruning 怎么工作","基于最新官方 Cron Jobs 与配置文档，解释 isolated 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search、结果合并、MMR 重排和 temporal decay 各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[571,1618,1619,1620,1621,1432],"hybrid-search","ranking","mmr","retrieval",{"title":1623,"description":1624,"path":1625,"category":1426,"updatedAt":550,"sourceType":542,"tags":1626},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 的关系，帮助团队区分“配置看起来对”和“当前真的能连通”。","/docs/reference/models-status-probe-and-auth-profiles",[688,1627,754,752,1432],"probe",{"title":1629,"description":1630,"path":1631,"category":1426,"updatedAt":1123,"sourceType":542,"tags":1632},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[919,920,1467,1633,1255],"credentials",{"title":1635,"description":1636,"path":1637,"category":1426,"updatedAt":550,"sourceType":542,"tags":1638},"插件安装 spec、--pin 和 update tracking 应该怎么理解","基于最新官方 plugins CLI 文档，解释 ClawHub first、npm-safe spec、--pin、prerelease opt-in 和 plugins.installs 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[673,815,1639,1640,1347,1432],"npm","pin",{"title":1642,"description":1643,"path":1644,"category":1521,"updatedAt":638,"sourceType":542,"tags":1645},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[1523,1646,988,752,951],"raw-stream",{"title":1648,"description":1649,"path":1650,"category":1426,"updatedAt":787,"sourceType":542,"tags":1651},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[640,1652,754,567,1432],"tlsFingerprint",{"title":1654,"description":1655,"path":1656,"category":1426,"updatedAt":787,"sourceType":542,"tags":1657},"回复机器人消息也算 mention 吗，pending history 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入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[781,590,1538,919,1005],{"title":1674,"description":1675,"path":1676,"category":1426,"updatedAt":1677,"sourceType":542,"tags":1678},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[781,1679,1680,1151,1432],"transcript","jsonl",{"title":1682,"description":1683,"path":1684,"category":1426,"updatedAt":1677,"sourceType":542,"tags":1685},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[718,744,1686,1370,589],"store",{"title":1688,"description":1689,"path":1690,"category":1426,"updatedAt":787,"sourceType":542,"tags":1691},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[590,1385,1370,1692,1432],"ingress",{"title":1694,"description":1695,"path":1696,"category":1426,"updatedAt":638,"sourceType":542,"tags":1697},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[744,1283,1698,988,1699],"health","troubleshooting",{"title":1701,"description":1702,"path":1703,"category":1426,"updatedAt":1677,"sourceType":542,"tags":1704},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1679,1705,752,1706,1432],"hygiene","tool-calls",{"title":1708,"description":1709,"path":1710,"category":1521,"updatedAt":630,"sourceType":542,"tags":1711},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[1699,1274,1283,988],{"title":1713,"description":1714,"path":1715,"category":1426,"updatedAt":759,"sourceType":542,"tags":1716},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[693,1717,1718,1679,1432],"history","inject",{"title":5,"description":534,"path":538,"category":532,"updatedAt":550,"sourceType":542,"tags":1720},[545,546,547,548,549,244],{"title":1722,"description":1723,"path":1724,"category":532,"updatedAt":630,"sourceType":542,"tags":1725},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 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只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[567,919,2146,861,733],"pending",{"title":2148,"description":2149,"path":2150,"category":1986,"date":1194,"updatedAt":1194,"sourceType":542,"source":2151,"tags":2152},"OpenClaw 正在把 Gateway 的 session source-of-truth 地位写得更明确","官方最新 Session 文档更明确地说明 session store、JSONL transcript 和 token 计数都应围绕 Gateway 理解，这会直接影响 WebChat、Dashboard 和远程 operator 的排障方式。","/news/openclaw-gateway-source-of-truth-watch-2026-03-26","https://docs.openclaw.ai/session",[567,781,693,625,2153],"state",{"title":2155,"description":2156,"path":2157,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2158,"tags":2159},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[581,1605,1226,1606,589],{"title":2173,"description":2174,"path":2175,"category":1780,"date":638,"updatedAt":638,"sourceType":542,"source":2176,"tags":2177},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2178,547,2179,2180,2181],"showcase","home-assistant","nix","infrastructure",{"title":2183,"description":2184,"path":2185,"category":1986,"date":759,"updatedAt":759,"sourceType":542,"source":2186,"tags":2187},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[718,571,1151,2069,1052],{"title":2189,"description":2190,"path":2191,"category":1986,"date":759,"updatedAt":759,"sourceType":542,"source":2192,"tags":2193},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1348,742,718,1241,589],{"title":2195,"description":2196,"path":2197,"category":1806,"date":1781,"updatedAt":630,"sourceType":1489,"source":1808,"tags":2198},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1345,1417,1346,582,590],{"title":2200,"description":2201,"path":2202,"category":1986,"date":550,"updatedAt":550,"sourceType":542,"source":2203,"tags":2204},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2178,571,869,2215,2216],"vector-search","knowledge",{"title":2218,"description":2219,"path":2220,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2221,"tags":2222},"OpenClaw 的 mention gating 正在从单一 @ 规则变成跨渠道触发层","官方最新 Groups 和 Group Messages 文档显示，mention gating 已经不再只服务 WhatsApp 群，而是在 Telegram、Slack、Discord、iMessage 等入口上逐步形成统一触发层。","/news/openclaw-mention-gating-watch-2026-03-25","https://docs.openclaw.ai/channels/group-messages",[1585,780,807,809,876],{"title":2224,"description":2225,"path":2226,"category":1986,"date":759,"updatedAt":759,"sourceType":542,"source":2227,"tags":2228},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[938,693,762,942,569],{"title":2230,"description":2231,"path":2232,"category":1986,"date":550,"updatedAt":550,"sourceType":542,"source":2055,"tags":2233},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[688,1627,752,754,1307],{"title":2235,"description":2236,"path":2237,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2238,"tags":2239},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1359,862,841,919,640],{"title":2252,"description":2253,"path":2254,"category":1986,"date":787,"updatedAt":787,"sourceType":542,"source":2255,"tags":2256},"OpenClaw 正在把 Dashboard、WebChat 和 WebSocket 收成一套 operator surface","官方最近围绕 Dashboard、WebChat 和 Gateway Protocol 的文档更新，越来越清楚地把这些入口解释成同一套 operator surface 的不同层，而不是彼此割裂的功能页。","/news/openclaw-operator-surface-convergence-watch-2026-03-29","https://docs.openclaw.ai/gateway/protocol",[625,693,1202,1359,734],{"title":2258,"description":2259,"path":2260,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2097,"tags":2261},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[919,1467,569,1468,589],{"title":2263,"description":2264,"path":2265,"category":1780,"date":638,"updatedAt":638,"sourceType":542,"source":2266,"tags":2267},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[673,833,675,832,834],{"title":2269,"description":2270,"path":2271,"category":1986,"date":550,"updatedAt":550,"sourceType":542,"source":2272,"tags":2273},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[673,815,1639,1640,1347],{"title":2275,"description":2276,"path":2277,"category":1986,"date":550,"updatedAt":550,"sourceType":542,"source":2278,"tags":2279},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[1033,1034,616,886,674],{"title":2281,"description":2282,"path":2283,"category":1986,"date":787,"updatedAt":787,"sourceType":542,"source":2284,"tags":2285},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[752,688,733,754,1052],{"title":2287,"description":2288,"path":2289,"category":1986,"date":787,"updatedAt":787,"sourceType":542,"source":2290,"tags":2291},"OpenClaw 的 provider 故障恢复正在变成一条更清楚的梯子","官方最近围绕 Model Failover、Gateway Troubleshooting、LiteLLM 和 Cloudflare AI Gateway 的文档更新，正在把模型故障从“直接换模型”收敛成更清楚的几层：能力条件、profile 轮转、统一网关和跨模型 fallback。","/news/openclaw-provider-recovery-ladder-watch-2026-03-29","https://docs.openclaw.ai/concepts/model-failover",[752,1431,688,567,589],{"title":2293,"description":2294,"path":2295,"category":1780,"date":638,"updatedAt":638,"sourceType":542,"source":1974,"tags":2296},"OpenClaw 发布观察：2026.3.13 恢复型 Release 暴露出版本跟踪里最容易忽略的三层差异","基于 2026 年 3 月 21 日可见的 GitHub Releases 页面，整理 OpenClaw 2026.3.13 恢复型 Release 的关键信号，以及中文站在跟踪版本时最该注意的 npm 版本、Git tag 和 GitHub Release 名称差异。","/news/openclaw-release-watch-2026-03-21",[1345,1346,1348,1347],{"title":2298,"description":2299,"path":2300,"category":1986,"date":759,"updatedAt":759,"sourceType":542,"source":2000,"tags":2301},"OpenClaw 的远程管理员面边界越来越清楚","官方最近围绕 Dashboard、Pairing、Gateway-owned pairing 与 nodes 的文档更新，正在把远程协作、浏览器入口和设备接入的边界拆得更清楚。","/news/openclaw-remote-admin-watch-2026-03-22",[625,919,733,640,1255],{"title":2303,"description":2304,"path":2305,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2306,"tags":2307},"OpenClaw 的 routing precedence 正在成为更明确的排障坐标系","官方最近围绕 Channel Routing 的写法，正在把 peer、thread inheritance、guild、team、account 和 channel 等命中层级固定下来，让路由排障越来越像查规则，而不是猜模型。","/news/openclaw-routing-precedence-watch-2026-03-25","https://docs.openclaw.ai/channels/channel-routing",[762,761,2308,569,763],"threads",{"title":2310,"description":2311,"path":2312,"category":1986,"date":739,"updatedAt":739,"sourceType":542,"source":2313,"tags":2314},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[1093,980,1094,666,570],{"title":2316,"description":2317,"path":2318,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2319,"tags":2320},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1667,2321,2322,1666,589],"snapshot","rotation",{"title":2324,"description":2325,"path":2326,"category":1986,"date":777,"updatedAt":777,"sourceType":542,"source":2186,"tags":2327},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 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