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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[741,1088,1089,1090,931],"visibility","activeHours","alerts",{"title":1092,"description":1093,"path":1094,"category":925,"updatedAt":320,"sourceType":113,"tags":1095},"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",[688,694,1096,137,931],"sdk",{"title":1098,"description":1099,"path":1100,"category":925,"updatedAt":320,"sourceType":113,"tags":1101},"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",[151,1102,718,1103,931],"include","arrays",{"title":1105,"description":1106,"path":1107,"category":925,"updatedAt":302,"sourceType":113,"tags":1108},"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",[561,1109,430,186,931],"invoke",{"title":1111,"description":1112,"path":1113,"category":925,"updatedAt":330,"sourceType":113,"tags":1114},"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",[141,1115,1116,1117,1118,931],"hybrid-search","ranking","mmr","retrieval",{"title":1120,"description":1121,"path":1122,"category":925,"updatedAt":251,"sourceType":113,"tags":1123},"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",[259,1124,405,117,931],"probe",{"title":1126,"description":1127,"path":1128,"category":925,"updatedAt":624,"sourceType":113,"tags":1129},"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",[455,456,961,1130,748],"credentials",{"title":1132,"description":1133,"path":1134,"category":925,"updatedAt":251,"sourceType":113,"tags":1135},"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",[243,359,1136,1137,845,931],"npm","pin",{"title":1139,"description":1140,"path":1141,"category":1016,"updatedAt":208,"sourceType":113,"tags":1142},"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",[1018,1143,524,117,487],"raw-stream",{"title":1145,"description":1146,"path":1147,"category":925,"updatedAt":330,"sourceType":113,"tags":1148},"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",[210,1149,405,137,931],"tlsFingerprint",{"title":1151,"description":1152,"path":1153,"category":925,"updatedAt":330,"sourceType":113,"tags":1154},"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",[323,1155,1156,1157,931],"mentions","pending-history","reply",{"title":1159,"description":1160,"path":1161,"category":925,"updatedAt":302,"sourceType":113,"tags":1162},"SecretRefs 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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。",[116,118,117,119,931],{"title":1198,"description":1199,"path":1200,"category":1016,"updatedAt":192,"sourceType":113,"tags":1201},"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",[1193,767,776,524],{"title":1203,"description":1204,"path":1205,"category":925,"updatedAt":302,"sourceType":113,"tags":1206},"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",[266,1207,1208,116,931],"history","inject",{"title":1210,"description":1211,"path":1212,"category":1213,"updatedAt":251,"sourceType":113,"tags":1214},"国内云部署思路","面向中文团队整理 OpenClaw 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