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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[774,1120,1121,1122,963],"visibility","activeHours","alerts",{"title":1124,"description":1125,"path":1126,"category":957,"updatedAt":355,"sourceType":150,"tags":1127},"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",[721,727,1128,174,963],"sdk",{"title":1130,"description":1131,"path":1132,"category":957,"updatedAt":355,"sourceType":150,"tags":1133},"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",[188,1134,751,1135,963],"include","arrays",{"title":1137,"description":1138,"path":1139,"category":957,"updatedAt":337,"sourceType":150,"tags":1140},"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",[596,1141,465,223,963],"invoke",{"title":1143,"description":1144,"path":1145,"category":957,"updatedAt":365,"sourceType":150,"tags":1146},"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",[178,1147,1148,1149,1150,963],"hybrid-search","ranking","mmr","retrieval",{"title":1152,"description":1153,"path":1154,"category":957,"updatedAt":141,"sourceType":150,"tags":1155},"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",[294,1156,439,450,963],"probe",{"title":1158,"description":1159,"path":1160,"category":957,"updatedAt":657,"sourceType":150,"tags":1161},"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",[490,491,993,1162,781],"credentials",{"title":117,"description":1164,"path":116,"category":957,"updatedAt":141,"sourceType":150,"tags":1165},"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。",[153,154,155,156,157,963],{"title":1167,"description":1168,"path":1169,"category":1048,"updatedAt":245,"sourceType":150,"tags":1170},"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",[1050,1171,559,450,522],"raw-stream",{"title":1173,"description":1174,"path":1175,"category":957,"updatedAt":365,"sourceType":150,"tags":1176},"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",[247,1177,439,174,963],"tlsFingerprint",{"title":1179,"description":1180,"path":1181,"category":957,"updatedAt":365,"sourceType":150,"tags":1182},"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",[358,1183,1184,1185,963],"mentions","pending-history","reply",{"title":1187,"description":1188,"path":1189,"category":957,"updatedAt":337,"sourceType":150,"tags":1190},"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",[1191,1192,1193,450,963],"secrets","secretrefs","runtime",{"title":1195,"description":1196,"path":1197,"category":957,"updatedAt":355,"sourceType":150,"tags":1198},"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",[359,197,1065,490,576],{"title":1200,"description":1201,"path":1202,"category":957,"updatedAt":1203,"sourceType":150,"tags":1204},"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",[359,1205,1206,676,963],"transcript","jsonl",{"title":1208,"description":1209,"path":1210,"category":957,"updatedAt":1203,"sourceType":150,"tags":1211},"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",[478,621,1212,901,196],"store",{"title":1214,"description":1215,"path":1216,"category":957,"updatedAt":365,"sourceType":150,"tags":1217},"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",[197,916,901,1218,963],"ingress",{"title":1220,"description":1221,"path":1222,"category":957,"updatedAt":245,"sourceType":150,"tags":1223},"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",[621,809,1224,559,1225],"health","troubleshooting",{"title":1227,"description":1228,"path":1229,"category":957,"updatedAt":1203,"sourceType":150,"tags":1230},"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",[1205,1231,450,1232,963],"hygiene","tool-calls",{"title":1234,"description":1235,"path":1236,"category":1048,"updatedAt":229,"sourceType":150,"tags":1237},"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",[1225,800,809,559],{"title":1239,"description":1240,"path":1241,"category":957,"updatedAt":337,"sourceType":150,"tags":1242},"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",[301,1243,1244,1205,963],"history","inject",{"title":1246,"description":1247,"path":1248,"category":1249,"updatedAt":141,"sourceType":150,"tags":1250},"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",[1251,1252,1253,1254,828,829],"china","cloud","deployment","feishu",{"title":1256,"description":1257,"path":1258,"category":1249,"updatedAt":229,"sourceType":150,"tags":1259},"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",[1253,248,1260,1252,1261],"docker","wsl2",{"title":1263,"description":1264,"path":1265,"category":1249,"updatedAt":667,"sourceType":150,"tags":1266},"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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