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之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[469,628,629,630,295],"headless","pairing","devices",{"title":632,"description":633,"path":634,"category":460,"updatedAt":383,"sourceType":292,"tags":635},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[420,636,637,364,418],"lifecycle","events",{"title":639,"description":640,"path":641,"category":460,"updatedAt":299,"sourceType":292,"tags":642},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[420,364,610,637],{"title":644,"description":645,"path":646,"category":460,"updatedAt":475,"sourceType":292,"tags":647},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 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Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[1100,1189,1190,1182,1094],"logging","flags",{"title":1192,"description":1193,"path":1194,"category":1088,"updatedAt":475,"sourceType":292,"tags":1195},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[497,1196,1197,478,1094],"dmScope","identityLinks",{"title":1199,"description":1200,"path":1201,"category":1088,"updatedAt":475,"sourceType":292,"tags":1202},"doctor 的 repair、force 和 non-interactive 应该怎么选","基于最新官方 Doctor 文档，解释 openclaw doctor 在 interactive、--repair、--force、--yes、--non-interactive 和 --deep 之间各自会做什么，避免把修复模式混成“越猛越好”。","/docs/reference/doctor-repair-modes",[107,939,1100,1203,1094],"migrations",{"title":1205,"description":1206,"path":1207,"category":1088,"updatedAt":475,"sourceType":292,"tags":1208},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[802,329,505,1209,1094],"shell",{"title":1211,"description":1212,"path":1213,"category":1088,"updatedAt":426,"sourceType":313,"tags":1214},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[1215,1008,549,1216,1010],"sources","trust",{"title":1218,"description":1219,"path":1220,"category":1088,"updatedAt":383,"sourceType":292,"tags":1221},"Gateway 命令与 RPC 该怎么用","基于最新官方 CLI Reference 与 Gateway protocol 文档，整理 openclaw gateway 子命令、RPC 调用边界、显式凭据要求，以及为什么它更适合被当成控制面入口而不是随手脚本助手。","/docs/reference/gateway-cli-and-rpc",[295,1222,761,867,470],"rpc",{"title":1224,"description":1225,"path":1226,"category":1088,"updatedAt":475,"sourceType":292,"tags":1227},"Gateway-owned pairing 和 device pairing 有什么区别","基于最新官方 Pairing 与 Gateway-owned pairing 文档，解释 node.pair.* 这套旧式网关配对和当前 WS device pairing 的真实边界，避免把两套授权机制混成一套。","/docs/reference/gateway-owned-pairing-vs-device-pairing",[629,630,295,469,1094],{"title":1229,"description":1230,"path":1231,"category":1088,"updatedAt":859,"sourceType":292,"tags":1232},"Gateway 为什么是 session source of truth","基于最新官方 Session 文档，解释 OpenClaw 的 session store、JSONL transcript、token 计数和 UI 查询为什么都应围绕 Gateway 理解，避免把本地浏览器、WebChat 或 operator 设备误当成真实状态源。","/docs/reference/gateway-session-source-of-truth",[497,295,441,113,1094],{"title":1234,"description":1235,"path":1236,"category":1088,"updatedAt":503,"sourceType":292,"tags":1237},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 Gateway Protocol 文档，解释 OpenClaw 的 WebSocket 握手里 role、scopes、client mode 和协议版本各自在声明什么，以及为什么这条连接已经是统一控制面而不只是聊天通道。","/docs/reference/gateway-ws-roles-and-scopes",[295,867,1238,1239,1094],"protocol","scopes",{"title":1241,"description":1242,"path":1243,"category":1088,"updatedAt":493,"sourceType":292,"tags":1244},"groupPolicy、allowlist 和 mention gating 的顺序应该怎么理解","基于最新官方 Groups、Group Messages 和 Messages 文档，解释 OpenClaw 在群聊里如何按 groupPolicy、群组 allowlist 和 mention gating 三层顺序决定消息是丢弃、只进上下文，还是正式触发回复。","/docs/reference/group-policy-and-mention-gating-order",[496,1245,478,714,648],"mention",{"title":1247,"description":1248,"path":1249,"category":1088,"updatedAt":503,"sourceType":292,"tags":1250},"HEARTBEAT_OK、可见性控制和 quiet-hours 应该怎么一起看","基于最新官方 Heartbeat 与 Automation Troubleshooting 文档，解释 HEARTBEAT_OK 的 ack 语义、alerts-disabled 和 dm-blocked 等可见性控制，以及 quiet-hours 为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[913,1251,1252,1253,1094],"visibility","activeHours","alerts",{"title":1255,"description":1256,"path":1257,"category":1088,"updatedAt":493,"sourceType":292,"tags":1258},"HTTP API、Gateway WebSocket 和 SDK 应该怎么分工","基于最新官方 API 与 Web 文档，解释 OpenClaw 里 HTTP API、Gateway WebSocket 和 SDK 各自适合什么场景，帮助团队判断当前到底应该走管理接口、实时会话层还是语言 SDK。","/docs/reference/http-api-vs-gateway-websocket-vs-sdk",[861,867,1259,295,1094],"sdk",{"title":1261,"description":1262,"path":1263,"category":1088,"updatedAt":493,"sourceType":292,"tags":1264},"include 合并时，数组和 sibling override 到底怎么生效","基于最新官方 Configuration 文档，解释 OpenClaw 在 $include 合并时数组、对象和 sibling keys 的真实处理顺序，帮助团队避免把 include 当成“总是深合并”的黑盒。","/docs/reference/include-merge-arrays-and-sibling-overrides",[329,1265,890,1266,1094],"include","arrays",{"title":1268,"description":1269,"path":1270,"category":1088,"updatedAt":475,"sourceType":292,"tags":1271},"Lobster 的调用、审批和 resume token","基于最新官方 Lobster 文档，解释 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",[734,1272,604,363,1094],"invoke",{"title":1274,"description":1275,"path":1276,"category":1088,"updatedAt":503,"sourceType":292,"tags":1277},"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",[319,1278,1279,1280,1281,1094],"hybrid-search","ranking","mmr","retrieval",{"title":1283,"description":1284,"path":1285,"category":1088,"updatedAt":426,"sourceType":292,"tags":1286},"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",[434,1287,578,589,1094],"probe",{"title":1289,"description":1290,"path":1291,"category":1088,"updatedAt":797,"sourceType":292,"tags":1292},"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",[629,630,1124,1293,920],"credentials",{"title":1295,"description":1296,"path":1297,"category":1088,"updatedAt":426,"sourceType":292,"tags":1298},"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",[418,532,1299,1300,1010,1094],"npm","pin",{"title":1302,"description":1303,"path":1304,"category":1179,"updatedAt":383,"sourceType":292,"tags":1305},"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",[1181,1306,298,589,661],"raw-stream",{"title":1308,"description":1309,"path":1310,"category":1088,"updatedAt":503,"sourceType":292,"tags":1311},"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",[385,1312,578,295,1094],"tlsFingerprint",{"title":1314,"description":1315,"path":1316,"category":1088,"updatedAt":503,"sourceType":292,"tags":1317},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[496,1318,1319,1320,1094],"mentions","pending-history","reply",{"title":1322,"description":1323,"path":1324,"category":1088,"updatedAt":475,"sourceType":292,"tags":1325},"SecretRefs 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[497,1340,1341,816,1094],"transcript","jsonl",{"title":1343,"description":1344,"path":1345,"category":1088,"updatedAt":1338,"sourceType":292,"tags":1346},"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",[617,761,1347,1032,296],"store",{"title":1349,"description":1350,"path":1351,"category":1088,"updatedAt":503,"sourceType":292,"tags":1352},"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",[337,1047,1032,1353,1094],"ingress",{"title":1355,"description":1356,"path":1357,"category":1088,"updatedAt":383,"sourceType":292,"tags":1358},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[441,1378,1379,1340,1094],"history","inject",{"title":1381,"description":1382,"path":1383,"category":1384,"updatedAt":426,"sourceType":292,"tags":1385},"国内云部署思路","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。","/docs/setup/china-cloud-deployment","安装",[1386,1387,1388,1389,962,963],"china","cloud","deployment","feishu",{"title":1391,"description":1392,"path":1393,"category":1384,"updatedAt":299,"sourceType":292,"tags":1394},"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 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1388,386,1395,1387,1396],"docker","wsl2",{"title":1398,"description":1399,"path":1400,"category":1384,"updatedAt":807,"sourceType":292,"tags":1401},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 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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",[630,629,579,933,1760],"rotate",{"title":1762,"description":1763,"path":1764,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1765,"tags":1766},"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",[107,1100,939,1181,296],{"title":1768,"description":1769,"path":1770,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1765,"tags":1771},"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",[107,939,799,1011,1100],{"title":1773,"description":1774,"path":1775,"category":1776,"date":312,"updatedAt":312,"sourceType":549,"source":1777,"tags":1778},"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",[1779,1780,1781,1782],"education","adoption","ai-tutor","higher-education",{"title":1784,"description":1785,"path":1786,"category":1776,"date":312,"updatedAt":312,"sourceType":549,"source":1787,"tags":1788},"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",[336,1388,363,1386],{"title":1790,"description":1791,"path":1792,"category":1451,"date":383,"updatedAt":383,"sourceType":292,"source":1793,"tags":1794},"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",[330,532,418,420,551],{"title":1796,"description":1797,"path":1798,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1799,"tags":1800},"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",[295,629,1801,579,469],"pending",{"title":1803,"description":1804,"path":1805,"category":1658,"date":859,"updatedAt":859,"sourceType":292,"source":1806,"tags":1807},"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",[295,497,441,113,1808],"state",{"title":1810,"description":1811,"path":1812,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1813,"tags":1814},"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",[496,1245,714,648,478],{"title":1816,"description":1817,"path":1818,"category":1658,"date":503,"updatedAt":503,"sourceType":292,"source":1813,"tags":1819},"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",[496,1318,1820,495,740],"activation",{"title":1822,"description":1823,"path":1824,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1825,"tags":1826},"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",[329,1265,890,1266,296],{"title":1828,"description":1829,"path":1830,"category":1451,"date":383,"updatedAt":383,"sourceType":292,"source":1831,"tags":1832},"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",[1833,1388,1834,1835,1836],"showcase","home-assistant","nix","infrastructure",{"title":1838,"description":1839,"path":1840,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1841,"tags":1842},"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",[617,319,816,1729,740],{"title":1844,"description":1845,"path":1846,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1847,"tags":1848},"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",[1011,905,617,906,296],{"title":1850,"description":1851,"path":1852,"category":1478,"date":1452,"updatedAt":299,"sourceType":1146,"source":1480,"tags":1853},"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",[1008,1079,1009,330,337],{"title":1855,"description":1856,"path":1857,"category":1658,"date":426,"updatedAt":426,"sourceType":292,"source":1858,"tags":1859},"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",[1833,319,587,1870,1871],"vector-search","knowledge",{"title":1873,"description":1874,"path":1875,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1876,"tags":1877},"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",[1245,496,524,526,595],{"title":1879,"description":1880,"path":1881,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1882,"tags":1883},"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",[648,441,478,652,317],{"title":1885,"description":1886,"path":1887,"category":1658,"date":426,"updatedAt":426,"sourceType":292,"source":1715,"tags":1888},"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",[434,1287,589,578,972],{"title":1890,"description":1891,"path":1892,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1893,"tags":1894},"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",[469,628,295,629,630],{"title":1896,"description":1897,"path":1898,"category":1451,"date":383,"updatedAt":383,"sourceType":292,"source":1899,"tags":1900},"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",[371,1435,1901,1436,1011],"install",{"title":1903,"description":1904,"path":1905,"category":1658,"date":859,"updatedAt":859,"sourceType":292,"source":1734,"tags":1906},"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",[1023,580,558,629,385],{"title":1908,"description":1909,"path":1910,"category":1658,"date":503,"updatedAt":503,"sourceType":292,"source":1911,"tags":1912},"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",[113,441,867,1023,470],{"title":1914,"description":1915,"path":1916,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1758,"tags":1917},"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",[629,1124,317,1125,296],{"title":1919,"description":1920,"path":1921,"category":1451,"date":383,"updatedAt":383,"sourceType":292,"source":1922,"tags":1923},"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",[418,550,420,549,551],{"title":1925,"description":1926,"path":1927,"category":1658,"date":426,"updatedAt":426,"sourceType":292,"source":1928,"tags":1929},"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",[589,434,469,578,740],{"title":1943,"description":1944,"path":1945,"category":1658,"date":503,"updatedAt":503,"sourceType":292,"source":1946,"tags":1947},"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",[589,1093,434,295,296],{"title":1949,"description":1950,"path":1951,"category":1451,"date":383,"updatedAt":383,"sourceType":292,"source":1652,"tags":1952},"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",[1008,1009,1011,1010],{"title":1954,"description":1955,"path":1956,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1672,"tags":1957},"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",[113,629,469,385,920],{"title":1959,"description":1960,"path":1961,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1962,"tags":1963},"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",[478,477,1964,317,479],"threads",{"title":1966,"description":1967,"path":1968,"category":1658,"date":493,"updatedAt":493,"sourceType":292,"source":1969,"tags":1970},"OpenClaw Secret 观察：active snapshot 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三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[337,1032,1034,1033,296],{"title":1985,"description":1986,"path":1987,"category":1988,"date":312,"updatedAt":312,"sourceType":549,"source":1989,"tags":1990},"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",[337,1991,661,336],"compliance",{"title":1993,"description":1994,"path":1995,"category":1658,"date":475,"updatedAt":475,"sourceType":292,"source":1969,"tags":1996},"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 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在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[1833,549,524,330,364],{"title":2023,"description":2024,"path":2025,"category":1658,"date":503,"updatedAt":503,"sourceType":292,"source":2014,"tags":2026},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1047,1197,495,478,337],{"title":2028,"description":2029,"path":2030,"category":1658,"date":1338,"updatedAt":1338,"sourceType":292,"source":2031,"tags":2032},"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",[1340,589,1366,1367,2033],"compatibility",{"title":2035,"description":2036,"path":2037,"category":1658,"date":426,"updatedAt":426,"sourceType":292,"source":1691,"tags":2038},"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",[1067,337,385,295,578],{"title":2040,"description":2041,"path":2042,"category":1658,"date":859,"updatedAt":859,"sourceType":292,"source":1806,"tags":2043},"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 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[337,661,336,328],{"title":2123,"description":2124,"path":2125,"category":2126,"date":299,"updatedAt":299,"sourceType":549,"source":2127,"tags":2128},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[337,661,995,428],{"title":2130,"description":2131,"path":2132,"category":1532,"date":1452,"updatedAt":299,"sourceType":292,"source":1453,"tags":2133},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[785,661,1534,346],{"title":2135,"description":2136,"path":2137,"category":1511,"date":1479,"updatedAt":343,"sourceType":1146,"source":1480,"tags":2138},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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