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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[756,1103,1104,1105,946],"visibility","activeHours","alerts",{"title":110,"description":1107,"path":109,"category":940,"updatedAt":339,"sourceType":135,"tags":1108},"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。",[140,709,1109,141,946],"sdk",{"title":1111,"description":1112,"path":1113,"category":940,"updatedAt":339,"sourceType":135,"tags":1114},"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",[172,1115,733,1116,946],"include","arrays",{"title":1118,"description":1119,"path":1120,"category":940,"updatedAt":321,"sourceType":135,"tags":1121},"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",[580,1122,450,207,946],"invoke",{"title":1124,"description":1125,"path":1126,"category":940,"updatedAt":349,"sourceType":135,"tags":1127},"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",[162,1128,1129,1130,1131,946],"hybrid-search","ranking","mmr","retrieval",{"title":1133,"description":1134,"path":1135,"category":940,"updatedAt":271,"sourceType":135,"tags":1136},"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",[279,1137,424,435,946],"probe",{"title":1139,"description":1140,"path":1141,"category":940,"updatedAt":643,"sourceType":135,"tags":1142},"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",[474,475,976,1143,763],"credentials",{"title":1145,"description":1146,"path":1147,"category":940,"updatedAt":271,"sourceType":135,"tags":1148},"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",[263,378,1149,1150,860,946],"npm","pin",{"title":1152,"description":1153,"path":1154,"category":1031,"updatedAt":228,"sourceType":135,"tags":1155},"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",[1033,1156,543,435,506],"raw-stream",{"title":1158,"description":1159,"path":1160,"category":940,"updatedAt":349,"sourceType":135,"tags":1161},"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",[230,1162,424,141,946],"tlsFingerprint",{"title":1164,"description":1165,"path":1166,"category":940,"updatedAt":349,"sourceType":135,"tags":1167},"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",[342,1168,1169,1170,946],"mentions","pending-history","reply",{"title":1172,"description":1173,"path":1174,"category":940,"updatedAt":321,"sourceType":135,"tags":1175},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1176,1177,1178,435,946],"secrets","secretrefs","runtime",{"title":1180,"description":1181,"path":1182,"category":940,"updatedAt":339,"sourceType":135,"tags":1183},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 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",[343,181,1048,474,560],{"title":1185,"description":1186,"path":1187,"category":940,"updatedAt":1188,"sourceType":135,"tags":1189},"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",[343,1190,1191,662,946],"transcript","jsonl",{"title":1193,"description":1194,"path":1195,"category":940,"updatedAt":1188,"sourceType":135,"tags":1196},"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",[462,607,1197,884,180],"store",{"title":1199,"description":1200,"path":1201,"category":940,"updatedAt":349,"sourceType":135,"tags":1202},"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",[181,899,884,1203,946],"ingress",{"title":1205,"description":1206,"path":1207,"category":940,"updatedAt":228,"sourceType":135,"tags":1208},"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",[607,791,1209,543,1210],"health","troubleshooting",{"title":1212,"description":1213,"path":1214,"category":940,"updatedAt":1188,"sourceType":135,"tags":1215},"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",[1190,1216,435,1217,946],"hygiene","tool-calls",{"title":1219,"description":1220,"path":1221,"category":1031,"updatedAt":213,"sourceType":135,"tags":1222},"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",[1210,782,791,543],{"title":1224,"description":1225,"path":1226,"category":940,"updatedAt":321,"sourceType":135,"tags":1227},"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",[138,1228,1229,1190,946],"history","inject",{"title":1231,"description":1232,"path":1233,"category":1234,"updatedAt":271,"sourceType":135,"tags":1235},"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",[1236,1237,1238,1239,810,811],"china","cloud","deployment","feishu",{"title":1241,"description":1242,"path":1243,"category":1234,"updatedAt":213,"sourceType":135,"tags":1244},"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",[1238,231,1245,1237,1246],"docker","wsl2",{"title":1248,"description":1249,"path":1250,"category":1234,"updatedAt":653,"sourceType":135,"tags":1251},"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",[215,1149,1252,1246],"install-script",{"title":1254,"description":1255,"path":1256,"category":1234,"updatedAt":228,"sourceType":135,"tags":1257},"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 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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",[493,138,324,497,160],{"title":1735,"description":1736,"path":1737,"category":125,"date":271,"updatedAt":271,"sourceType":135,"source":1565,"tags":1738},"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",[279,1137,435,424,820],{"title":1740,"description":1741,"path":1742,"category":125,"date":339,"updatedAt":339,"sourceType":135,"source":1743,"tags":1744},"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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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",[435,279,315,424,586],{"title":1793,"description":1794,"path":1795,"category":125,"date":349,"updatedAt":349,"sourceType":135,"source":1796,"tags":1797},"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",[435,945,279,141,180],{"title":1799,"description":1800,"path":1801,"category":1301,"date":228,"updatedAt":228,"sourceType":135,"source":1503,"tags":1802},"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",[858,859,861,860],{"title":1804,"description":1805,"path":1806,"category":125,"date":321,"updatedAt":321,"sourceType":135,"source":1522,"tags":1807},"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",[139,474,315,230,763],{"title":1809,"description":1810,"path":1811,"category":125,"date":339,"updatedAt":339,"sourceType":135,"source":1812,"tags":1813},"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",[324,323,1814,160,325],"threads",{"title":1816,"description":1817,"path":1818,"category":125,"date":339,"updatedAt":339,"sourceType":135,"source":1819,"tags":1820},"OpenClaw Secret 观察：active snapshot 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