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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",[177,732,1109,1110,967],"protocol","scopes",{"title":1112,"description":1113,"path":1114,"category":961,"updatedAt":359,"sourceType":153,"tags":1115},"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",[362,1116,344,580,513],"mention",{"title":1118,"description":1119,"path":1120,"category":961,"updatedAt":369,"sourceType":153,"tags":1121},"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",[779,1122,1123,1124,967],"visibility","activeHours","alerts",{"title":1126,"description":1127,"path":1128,"category":961,"updatedAt":359,"sourceType":153,"tags":1129},"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",[726,732,1130,177,967],"sdk",{"title":1132,"description":1133,"path":1134,"category":961,"updatedAt":359,"sourceType":153,"tags":1135},"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",[191,1136,756,1137,967],"include","arrays",{"title":1139,"description":1140,"path":1141,"category":961,"updatedAt":341,"sourceType":153,"tags":1142},"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",[600,1143,470,225,967],"invoke",{"title":1145,"description":1146,"path":1147,"category":961,"updatedAt":369,"sourceType":153,"tags":1148},"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",[181,1149,1150,1151,1152,967],"hybrid-search","ranking","mmr","retrieval",{"title":1154,"description":1155,"path":1156,"category":961,"updatedAt":290,"sourceType":153,"tags":1157},"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",[298,1158,444,455,967],"probe",{"title":1160,"description":1161,"path":1162,"category":961,"updatedAt":662,"sourceType":153,"tags":1163},"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",[494,495,997,1164,786],"credentials",{"title":1166,"description":1167,"path":1168,"category":961,"updatedAt":290,"sourceType":153,"tags":1169},"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",[282,398,1170,1171,883,967],"npm","pin",{"title":1173,"description":1174,"path":1175,"category":1052,"updatedAt":247,"sourceType":153,"tags":1176},"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",[1054,1177,563,455,526],"raw-stream",{"title":1179,"description":1180,"path":1181,"category":961,"updatedAt":369,"sourceType":153,"tags":1182},"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",[249,1183,444,177,967],"tlsFingerprint",{"title":1185,"description":1186,"path":1187,"category":961,"updatedAt":369,"sourceType":153,"tags":1188},"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",[362,1189,1190,1191,967],"mentions","pending-history","reply",{"title":1193,"description":1194,"path":1195,"category":961,"updatedAt":341,"sourceType":153,"tags":1196},"SecretRefs 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries",[363,1210,1211,681,967],"transcript","jsonl",{"title":121,"description":1213,"path":120,"category":961,"updatedAt":144,"sourceType":153,"tags":1214},"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。",[156,157,158,159,160],{"title":1216,"description":1217,"path":1218,"category":961,"updatedAt":369,"sourceType":153,"tags":1219},"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",[199,920,159,1220,967],"ingress",{"title":1222,"description":1223,"path":1224,"category":961,"updatedAt":247,"sourceType":153,"tags":1225},"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",[157,814,1226,563,1227],"health","troubleshooting",{"title":1229,"description":1230,"path":1231,"category":961,"updatedAt":144,"sourceType":153,"tags":1232},"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",[1210,1233,455,1234,967],"hygiene","tool-calls",{"title":1236,"description":1237,"path":1238,"category":1052,"updatedAt":231,"sourceType":153,"tags":1239},"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",[1227,805,814,563],{"title":1241,"description":1242,"path":1243,"category":961,"updatedAt":341,"sourceType":153,"tags":1244},"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",[305,1245,1246,1210,967],"history","inject",{"title":1248,"description":1249,"path":1250,"category":1251,"updatedAt":290,"sourceType":153,"tags":1252},"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",[1253,1254,1255,1256,833,834],"china","cloud","deployment","feishu",{"title":1258,"description":1259,"path":1260,"category":1251,"updatedAt":231,"sourceType":153,"tags":1261},"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",[1255,250,1262,1254,1263],"docker","wsl2",{"title":1265,"description":1266,"path":1267,"category":1251,"updatedAt":672,"sourceType":153,"tags":1268},"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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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",[455,298,335,444,606],{"title":1810,"description":1811,"path":1812,"category":143,"date":369,"updatedAt":369,"sourceType":153,"source":1813,"tags":1814},"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",[455,966,298,177,160],{"title":1816,"description":1817,"path":1818,"category":1318,"date":247,"updatedAt":247,"sourceType":153,"source":1520,"tags":1819},"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 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