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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[757,1103,1104,1105,946],"visibility","activeHours","alerts",{"title":1107,"description":1108,"path":1109,"category":940,"updatedAt":336,"sourceType":130,"tags":1110},"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",[704,710,1111,154,946],"sdk",{"title":1113,"description":1114,"path":1115,"category":940,"updatedAt":336,"sourceType":130,"tags":1116},"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",[168,1117,734,1118,946],"include","arrays",{"title":1120,"description":1121,"path":1122,"category":940,"updatedAt":318,"sourceType":130,"tags":1123},"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",[577,1124,446,203,946],"invoke",{"title":1126,"description":1127,"path":1128,"category":940,"updatedAt":346,"sourceType":130,"tags":1129},"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",[158,1130,1131,1132,1133,946],"hybrid-search","ranking","mmr","retrieval",{"title":1135,"description":1136,"path":1137,"category":940,"updatedAt":267,"sourceType":130,"tags":1138},"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",[275,1139,420,431,946],"probe",{"title":1141,"description":1142,"path":1143,"category":940,"updatedAt":640,"sourceType":130,"tags":1144},"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",[471,472,976,1145,764],"credentials",{"title":1147,"description":1148,"path":1149,"category":940,"updatedAt":267,"sourceType":130,"tags":1150},"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",[259,375,1151,1152,860,946],"npm","pin",{"title":1154,"description":1155,"path":1156,"category":1031,"updatedAt":224,"sourceType":130,"tags":1157},"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",[1033,1158,540,431,503],"raw-stream",{"title":1160,"description":1161,"path":1162,"category":940,"updatedAt":346,"sourceType":130,"tags":1163},"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",[226,1164,420,154,946],"tlsFingerprint",{"title":1166,"description":1167,"path":1168,"category":940,"updatedAt":346,"sourceType":130,"tags":1169},"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",[339,1170,1171,1172,946],"mentions","pending-history","reply",{"title":1174,"description":1175,"path":1176,"category":940,"updatedAt":318,"sourceType":130,"tags":1177},"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",[340,1192,1193,659,946],"transcript","jsonl",{"title":1195,"description":1196,"path":1197,"category":940,"updatedAt":1190,"sourceType":130,"tags":1198},"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",[459,604,1199,884,176],"store",{"title":1201,"description":1202,"path":1203,"category":940,"updatedAt":346,"sourceType":130,"tags":1204},"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",[177,899,884,1205,946],"ingress",{"title":1207,"description":1208,"path":1209,"category":940,"updatedAt":224,"sourceType":130,"tags":1210},"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",[604,792,1211,540,1212],"health","troubleshooting",{"title":1214,"description":1215,"path":1216,"category":940,"updatedAt":1190,"sourceType":130,"tags":1217},"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",[1192,1218,431,1219,946],"hygiene","tool-calls",{"title":1221,"description":1222,"path":1223,"category":1031,"updatedAt":137,"sourceType":130,"tags":1224},"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",[1212,783,792,540],{"title":1226,"description":1227,"path":1228,"category":940,"updatedAt":318,"sourceType":130,"tags":1229},"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",[282,1230,1231,1192,946],"history","inject",{"title":1233,"description":1234,"path":1235,"category":1236,"updatedAt":267,"sourceType":130,"tags":1237},"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",[1238,1239,1240,1241,811,812],"china","cloud","deployment","feishu",{"title":1243,"description":1244,"path":1245,"category":1236,"updatedAt":137,"sourceType":130,"tags":1246},"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",[1240,227,1247,1239,1248],"docker","wsl2",{"title":1250,"description":1251,"path":1252,"category":1236,"updatedAt":650,"sourceType":130,"tags":1253},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[210,1151,1254,1248],"install-script",{"title":1256,"description":1257,"path":1258,"category":1236,"updatedAt":224,"sourceType":130,"tags":1259},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[210,1260,1254,1261,861],"updater","git",{"title":1263,"description":1264,"path":1265,"category":1236,"updatedAt":183,"sourceType":130,"tags":1266},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[210,1260,1267,783,861],"uninstall",{"title":1269,"description":1270,"path":1271,"category":1236,"updatedAt":183,"sourceType":130,"tags":1272},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1273,210,219,1274],"linux","server",{"title":1276,"description":1277,"path":1278,"category":1236,"updatedAt":183,"sourceType":130,"tags":1279},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[330,210,219,1280],"apple",{"title":1282,"description":1283,"path":1284,"category":1285,"updatedAt":137,"sourceType":130,"tags":1286},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1287,1288,136,1289],"migration","upgrade","checklist",{"title":1291,"description":1292,"path":1293,"category":1236,"updatedAt":183,"sourceType":130,"tags":1294},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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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",[168,1117,734,1118,176],{"title":1677,"description":1678,"path":1679,"category":1303,"date":224,"updatedAt":224,"sourceType":130,"source":1680,"tags":1681},"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",[1682,1240,1683,1684,1685],"showcase","home-assistant","nix","infrastructure",{"title":1687,"description":1688,"path":1689,"category":1507,"date":318,"updatedAt":318,"sourceType":130,"source":1690,"tags":1691},"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 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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",[1682,158,429,1719,1720],"vector-search","knowledge",{"title":1722,"description":1723,"path":1724,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1725,"tags":1726},"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",[1097,339,367,369,437],{"title":1728,"description":1729,"path":1730,"category":1507,"date":318,"updatedAt":318,"sourceType":130,"source":1731,"tags":1732},"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",[490,282,321,494,156],{"title":1734,"description":1735,"path":1736,"category":1507,"date":267,"updatedAt":267,"sourceType":130,"source":1564,"tags":1737},"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",[275,1139,431,420,821],{"title":1739,"description":1740,"path":1741,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1742,"tags":1743},"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",[312,470,154,471,472],{"title":1745,"description":1746,"path":1747,"category":1303,"date":224,"updatedAt":224,"sourceType":130,"source":1748,"tags":1749},"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",[211,1287,1750,1288,861],"install",{"title":1752,"description":1753,"path":1754,"category":1507,"date":702,"updatedAt":702,"sourceType":130,"source":1583,"tags":1755},"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",[873,422,401,471,226],{"title":1757,"description":1758,"path":1759,"category":1507,"date":346,"updatedAt":346,"sourceType":130,"source":1760,"tags":1761},"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",[212,282,710,873,313],{"title":1763,"description":1764,"path":1765,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1607,"tags":1766},"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",[471,976,156,977,176],{"title":1768,"description":1769,"path":1770,"category":1303,"date":224,"updatedAt":224,"sourceType":130,"source":1771,"tags":1772},"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",[259,393,261,392,394],{"title":1774,"description":1775,"path":1776,"category":1507,"date":267,"updatedAt":267,"sourceType":130,"source":1777,"tags":1778},"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",[431,275,312,420,583],{"title":1792,"description":1793,"path":1794,"category":1507,"date":346,"updatedAt":346,"sourceType":130,"source":1795,"tags":1796},"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",[431,945,275,154,176],{"title":1798,"description":1799,"path":1800,"category":1303,"date":224,"updatedAt":224,"sourceType":130,"source":1501,"tags":1801},"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",[136,859,861,860],{"title":1803,"description":1804,"path":1805,"category":1507,"date":318,"updatedAt":318,"sourceType":130,"source":1521,"tags":1806},"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",[212,471,312,226,764],{"title":1808,"description":1809,"path":1810,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1811,"tags":1812},"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",[321,320,1813,156,322],"threads",{"title":1815,"description":1816,"path":1817,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1818,"tags":1819},"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",[1179,1820,1821,1178,176],"snapshot","rotation",{"title":1823,"description":1824,"path":1825,"category":1507,"date":336,"updatedAt":336,"sourceType":130,"source":1690,"tags":1826},"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",[340,177,1048,471,899],{"title":1828,"description":1829,"path":1830,"category":1507,"date":267,"updatedAt":267,"sourceType":130,"source":1831,"tags":1832},"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 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