[{"data":1,"prerenderedAt":2949},["ShallowReactive",2],{"best-practices:browser-admin-trust-chain":3,"content-manifest":307},{"id":4,"title":5,"body":6,"category":286,"date":287,"description":288,"difficulty":289,"extension":290,"meta":291,"navigation":292,"path":293,"seo":294,"source":295,"sourceName":296,"sourceType":297,"stem":298,"tags":299,"updatedAt":305,"__hash__":306},"bestPractices/best-practices/browser-admin-trust-chain.md","浏览器管理员面要按信任链分层开放",{"type":7,"value":8,"toc":273},"minimark",[9,12,16,23,26,40,43,48,51,66,69,73,81,84,92,95,99,102,114,117,125,128,132,135,149,152,156,159,162,173,176,180,183,197,200,203,206,223,226,229,232,249,252],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"OpenClaw 最近几页和浏览器入口有关的官方文档放在一起看，会发现它其实一直在强调同一件事：",[17,18,19],"ul",{},[20,21,22],"li",{},"浏览器管理员面不是单一开关",[13,24,25],{},"你真正要同时管的是四层：",[17,27,28,31,34,37],{},[20,29,30],{},"地址是否可达",[20,32,33],{},"认证是否成立",[20,35,36],{},"设备是否被批准",[20,38,39],{},"operator 是否应该拥有这层入口",[13,41,42],{},"很多团队之所以会把 Dashboard 或 Control UI 弄得又难用又不安全，往往就是因为把这四层当成了一件事。",[44,45,47],"h2",{"id":46},"第一原则先把可达做窄","第一原则：先把“可达”做窄",[13,49,50],{},"更稳的默认顺序仍然是：",[52,53,54,57,60,63],"ol",{},[20,55,56],{},"localhost",[20,58,59],{},"SSH tunnel",[20,61,62],{},"tailnet / Tailscale Serve",[20,64,65],{},"受控 trusted proxy",[13,67,68],{},"这样做的价值是，先让“谁能摸到这层入口”足够明确，再谈后面的身份链。",[44,70,72],{"id":71},"第二原则把认证和设备批准分开想","第二原则：把认证和设备批准分开想",[13,74,75,76,80],{},"哪怕浏览器带了 token、走在 tailnet 里，甚至 ",[77,78,79],"code",{},"allowTailscale"," 已打开，也不代表它天然就是可信管理设备。",[13,82,83],{},"官方现在已经把这层分得很清楚：",[17,85,86,89],{},[20,87,88],{},"普通认证决定请求能不能过来",[20,90,91],{},"device pairing 决定这个浏览器设备能不能成为管理入口",[13,93,94],{},"两层一起看，才不会把“能连上”误判成“该放行”。",[44,96,98],{"id":97},"第三原则trusted-proxy-不是更方便的远程入口","第三原则：trusted-proxy 不是“更方便的远程入口”",[13,100,101],{},"它更像：",[17,103,104,107],{},[20,105,106],{},"把认证边界前移到反向代理",[20,108,109,110,113],{},"再由 ",[77,111,112],{},"allowUsers"," 和代理 header 共同决定谁能进",[13,115,116],{},"一旦启用 trusted-proxy 模式，官方当前文档已经说得很直接：",[17,118,119,122],{},[20,120,121],{},"Control UI WebSocket 可以不再依赖 device pairing identity",[20,123,124],{},"pairing 不再是浏览器入口的主门",[13,126,127],{},"这意味着你是在用代理 auth policy 替换原本更偏设备的门槛，不是单纯换一种接入姿势。",[44,129,131],{"id":130},"第四原则让更少的人拥有可批和可改","第四原则：让更少的人拥有“可批”和“可改”",[13,133,134],{},"浏览器管理员面真正危险的不是谁能看，而是谁能：",[17,136,137,140,143,146],{},[20,138,139],{},"approve pairing",[20,141,142],{},"处理 exec approvals",[20,144,145],{},"改配置",[20,147,148],{},"触发高风险动作",[13,150,151],{},"哪怕产品层没有完整 RBAC，团队流程也应该先把这层缩到最少。",[44,153,155],{"id":154},"第五原则设备配对要保留为独立治理面","第五原则：设备配对要保留为独立治理面",[13,157,158],{},"在普通 localhost、SSH、tailnet 管理模式下，device pairing 仍然是非常值钱的一层缓冲。",[13,160,161],{},"更稳的做法不是把它当成“麻烦的额外确认”，而是：",[17,163,164,167,170],{},[20,165,166],{},"把它保留给真正的管理设备",[20,168,169],{},"定期 revoke 旧浏览器",[20,171,172],{},"不共用长期登录 profile",[13,174,175],{},"这样浏览器入口的风险面会小很多。",[44,177,179],{"id":178},"第六原则trusted-proxy-只适合组织级身份系统已经成熟时","第六原则：trusted-proxy 只适合组织级身份系统已经成熟时",[13,181,182],{},"如果你还处在下面这些状态：",[17,184,185,188,191,194],{},[20,186,187],{},"只是想临时远程打开浏览器",[20,189,190],{},"还靠个人设备值班",[20,192,193],{},"不确定 header 是否覆盖而不是追加",[20,195,196],{},"不能保证 Gateway 只有代理这一个入口",[13,198,199],{},"那更稳的顺序仍然是 SSH 或 Tailscale，而不是直接上 trusted-proxy。",[44,201,202],{"id":202},"一条更稳的落地顺序",[13,204,205],{},"建议按下面这个梯子开放浏览器管理员面：",[52,207,208,211,214,217,220],{},[20,209,210],{},"本机 localhost 跑通 Dashboard",[20,212,213],{},"个人远程管理用 SSH tunnel",[20,215,216],{},"多设备长期访问用 Tailscale Serve",[20,218,219],{},"团队协作下逐台做浏览器 device pairing",[20,221,222],{},"只有组织级身份代理成熟后，再考虑 trusted-proxy",[13,224,225],{},"这条梯子的好处是，每上一层都只新增一类复杂度，不会把所有变量同时打开。",[44,227,228],{"id":228},"特别值得立刻整改的信号",[13,230,231],{},"如果你们已经出现下面这些现象，就说明浏览器信任链该收了：",[17,233,234,237,240,243],{},[20,235,236],{},"任何能打开地址的人都默认能进",[20,238,239],{},"很难说清哪台浏览器已经被批准",[20,241,242],{},"多个 operator 共用同一个长期登录环境",[20,244,245,246,248],{},"trusted-proxy 开了，但防火墙和 ",[77,247,112],{}," 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WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[300,449,324,429,402],"webchat",{"title":451,"description":452,"path":453,"category":317,"updatedAt":434,"sourceType":319,"tags":454},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[402,429,411,455,456],"paths","topics",{"title":458,"description":459,"path":460,"category":416,"updatedAt":383,"sourceType":297,"tags":461},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[462,334,463,419],"users","scenarios",{"title":465,"description":466,"path":467,"category":468,"updatedAt":469,"sourceType":297,"tags":470},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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面板、通知策略和长期维护方式。","/docs/manual/background-tasks-and-task-board","2026-04-30",[497,371,498,499,500,344],"tasks","cron","subagent","cli",{"title":502,"description":503,"path":504,"category":479,"updatedAt":495,"sourceType":297,"tags":505},"Amazon Bedrock 的 AWS 凭据链与 Guardrails 应该怎么配","基于最新官方 Amazon Bedrock 文档，整理 OpenClaw 接入 Bedrock 时的凭据链、区域设置、自动发现和 Guardrails 配置重点。","/docs/manual/bedrock-guardrails-and-auth",[506,507,508,509,510,442],"bedrock","aws","providers","guardrails","auth",{"title":512,"description":513,"path":514,"category":479,"updatedAt":515,"sourceType":297,"tags":516},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[517,518,519,324,336],"bindings","routing","agents",{"title":521,"description":522,"path":523,"category":479,"updatedAt":434,"sourceType":297,"tags":524},"BlueBubbles 与 iMessage 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OpenClaw 里如何用 openclaw.invoke 触发确定性工作流、何时进入 needs_approval，以及 resume token 在恢复流程里扮演什么角色。","/docs/reference/lobster-invoke-and-resume",[788,1368,640,370,1186],"invoke",{"title":1370,"description":1371,"path":1372,"category":1180,"updatedAt":305,"sourceType":297,"tags":1373},"记忆检索里的 hybrid search、重排和时间衰减到底在做什么","基于最新官方 Memory 文档，解释 OpenClaw 的 memory_search 为什么不只是向量检索，以及 hybrid 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",[326,1374,1375,1376,1377,1186],"hybrid-search","ranking","mmr","retrieval",{"title":1379,"description":1380,"path":1381,"category":1180,"updatedAt":434,"sourceType":297,"tags":1382},"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 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拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[336,882,517,1826,344],"overrides",{"title":1828,"description":1829,"path":1830,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":1738,"tags":1831},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[904,905,474,326,1832],"continuity",{"title":1834,"description":1835,"path":1836,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":1837,"tags":1838},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[301,300,986,303,393],{"title":1840,"description":1841,"path":1842,"category":1750,"date":948,"updatedAt":948,"sourceType":297,"source":1764,"tags":1843},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[300,473,1269,510,301],{"title":1845,"description":1846,"path":1847,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":1764,"tags":1848},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[300,449,615,1269,518,1849],"web",{"title":1851,"description":1852,"path":1853,"category":1543,"date":318,"updatedAt":318,"sourceType":587,"source":1854,"tags":1855},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[333,337,588,1481],{"title":1857,"description":1858,"path":1859,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1860,"tags":1861},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 不再像零散命令，而更像完整的设备授权生命周期。","/news/openclaw-device-token-lifecycle-watch-2026-03-25","https://docs.openclaw.ai/channels/pairing",[674,303,615,1020,1862],"rotate",{"title":1864,"description":1865,"path":1866,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":1867,"tags":1868},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1026,1192,1027,1277,344],{"title":1870,"description":1871,"path":1872,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1867,"tags":1873},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[1026,1027,879,1104,1192],{"title":1875,"description":1876,"path":1877,"category":1878,"date":318,"updatedAt":318,"sourceType":587,"source":1879,"tags":1880},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[1881,1882,1883,1884],"education","adoption","ai-tutor","higher-education",{"title":1886,"description":1887,"path":1888,"category":1878,"date":318,"updatedAt":318,"sourceType":587,"source":1889,"tags":1890},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[343,1483,370,1481],{"title":1892,"description":1893,"path":1894,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":1895,"tags":1896},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[337,570,426,428,589],{"title":1898,"description":1899,"path":1900,"category":1750,"date":495,"updatedAt":495,"sourceType":297,"source":1901,"tags":1902},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[652,653,654,655,324,656],{"title":1904,"description":1905,"path":1906,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1907,"tags":1908},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 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",[322,303,1909,615,489],"pending",{"title":1911,"description":1912,"path":1913,"category":1750,"date":948,"updatedAt":948,"sourceType":297,"source":1914,"tags":1915},"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",[322,537,449,300,1916],"state",{"title":1918,"description":1919,"path":1920,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1921,"tags":1922},"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 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[536,1341,759,692,518],{"title":1924,"description":1925,"path":1926,"category":1750,"date":305,"updatedAt":305,"sourceType":297,"source":1921,"tags":1927},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[536,1414,1928,535,806],"activation",{"title":1930,"description":1931,"path":1932,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1933,"tags":1934},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 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",[336,1361,980,1362,344],{"title":1936,"description":1937,"path":1938,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":1939,"tags":1940},"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",[1941,1483,1942,1943,1944],"showcase","home-assistant","nix","infrastructure",{"title":1946,"description":1947,"path":1948,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":1949,"tags":1950},"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",[474,326,905,1832,806],{"title":1952,"description":1953,"path":1954,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":1955,"tags":1956},"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",[1104,498,474,993,344],{"title":1958,"description":1959,"path":1960,"category":1569,"date":1544,"updatedAt":383,"sourceType":1243,"source":1571,"tags":1961},"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",[1101,1171,1102,337,304],{"title":1963,"description":1964,"path":1965,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":1966,"tags":1967},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[326,426,727,719,734],{"title":1969,"description":1970,"path":1971,"category":1750,"date":305,"updatedAt":305,"sourceType":297,"source":1966,"tags":1972},"OpenClaw 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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",[1341,536,562,564,630],{"title":1987,"description":1988,"path":1989,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":1990,"tags":1991},"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",[692,449,518,696,324],{"title":1993,"description":1994,"path":1995,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":1818,"tags":1996},"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",[442,1383,508,510,1063],{"title":1998,"description":1999,"path":2000,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":2001,"tags":2002},"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 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[489,673,322,303,674],{"title":2004,"description":2005,"path":2006,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":2007,"tags":2008},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[378,1528,800,1529,1104],{"title":2010,"description":2011,"path":2012,"category":1750,"date":948,"updatedAt":948,"sourceType":297,"source":1837,"tags":2013},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1116,616,301,303,393],{"title":2015,"description":2016,"path":2017,"category":1750,"date":305,"updatedAt":305,"sourceType":297,"source":2018,"tags":2019},"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",[300,449,956,1116,490],{"title":2021,"description":2022,"path":2023,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1860,"tags":2024},"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",[303,1221,324,1222,344],{"title":2026,"description":2027,"path":2028,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":2029,"tags":2030},"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",[426,588,428,587,589],{"title":2032,"description":2033,"path":2034,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":2035,"tags":2036},"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 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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",[508,442,489,510,806],{"title":2050,"description":2051,"path":2052,"category":1750,"date":305,"updatedAt":305,"sourceType":297,"source":2053,"tags":2054},"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",[508,1185,442,322,344],{"title":2056,"description":2057,"path":2058,"category":1543,"date":391,"updatedAt":391,"sourceType":297,"source":1738,"tags":2059},"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",[1101,1102,1104,1103],{"title":2061,"description":2062,"path":2063,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":1764,"tags":2064},"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",[300,303,489,393,1007],{"title":2066,"description":2067,"path":2068,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":2069,"tags":2070},"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",[518,517,2071,324,519],"threads",{"title":2073,"description":2074,"path":2075,"category":1750,"date":495,"updatedAt":495,"sourceType":297,"source":2076,"tags":2077},"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",[847,734,848,419,325],{"title":2079,"description":2080,"path":2081,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":2082,"tags":2083},"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",[1423,2084,2085,1422,344],"snapshot","rotation",{"title":2087,"description":2088,"path":2089,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":1949,"tags":2090},"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 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[537,304,1292,303,1142],{"title":2092,"description":2093,"path":2094,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":2095,"tags":2096},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[304,1127,1129,1128,344],{"title":2098,"description":2099,"path":2100,"category":2101,"date":318,"updatedAt":318,"sourceType":587,"source":2102,"tags":2103},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[304,2104,705,343],"compliance",{"title":2106,"description":2107,"path":2108,"category":1750,"date":515,"updatedAt":515,"sourceType":297,"source":2082,"tags":2109},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[304,1422,640,2110,344],"proxy",{"title":2112,"description":2113,"path":2114,"category":1750,"date":1433,"updatedAt":1433,"sourceType":297,"source":2115,"tags":2116},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[537,1436,905,1435,322],{"title":2118,"description":2119,"path":2120,"category":1750,"date":1433,"updatedAt":1433,"sourceType":297,"source":2121,"tags":2122},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[474,500,1442,1127,344],{"title":2124,"description":2125,"path":2126,"category":1750,"date":533,"updatedAt":533,"sourceType":297,"source":2127,"tags":2128},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 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硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1142,1293,535,518,304],{"title":2141,"description":2142,"path":2143,"category":1750,"date":1433,"updatedAt":1433,"sourceType":297,"source":2144,"tags":2145},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1435,508,1461,1462,2146],"compatibility",{"title":2148,"description":2149,"path":2150,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":295,"tags":2151},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[302,304,393,322,510],{"title":2153,"description":2154,"path":2155,"category":1750,"date":948,"updatedAt":948,"sourceType":297,"source":1914,"tags":2156},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[322,449,950,1277,537],{"title":2158,"description":2159,"path":2160,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":2161,"tags":2162},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1509,1104,781,322,1916],{"title":2164,"description":2165,"path":2166,"category":1750,"date":434,"updatedAt":434,"sourceType":297,"source":2167,"tags":2168},"OpenClaw 更新观察：stable、beta、dev 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