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Gateway Protocol 文档，解释 OpenClaw 的 WebSocket 握手里 role、scopes、client mode 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",[160,714,1091,1092,948],"protocol","scopes",{"title":1094,"description":1095,"path":1096,"category":942,"updatedAt":127,"sourceType":136,"tags":1097},"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",[343,1098,326,84,495],"mention",{"title":1100,"description":1101,"path":1102,"category":942,"updatedAt":350,"sourceType":136,"tags":1103},"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",[758,1104,1105,1106,948],"visibility","activeHours","alerts",{"title":1108,"description":1109,"path":1110,"category":942,"updatedAt":127,"sourceType":136,"tags":1111},"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",[708,714,1112,160,948],"sdk",{"title":105,"description":1114,"path":104,"category":942,"updatedAt":127,"sourceType":136,"tags":1115},"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。",[139,140,141,142,948],{"title":1117,"description":1118,"path":1119,"category":942,"updatedAt":323,"sourceType":136,"tags":1120},"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",[581,1121,451,207,948],"invoke",{"title":1123,"description":1124,"path":1125,"category":942,"updatedAt":350,"sourceType":136,"tags":1126},"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",[164,1127,1128,1129,1130,948],"hybrid-search","ranking","mmr","retrieval",{"title":1132,"description":1133,"path":1134,"category":942,"updatedAt":272,"sourceType":136,"tags":1135},"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",[280,1136,425,436,948],"probe",{"title":1138,"description":1139,"path":1140,"category":942,"updatedAt":644,"sourceType":136,"tags":1141},"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",[476,477,978,1142,765],"credentials",{"title":1144,"description":1145,"path":1146,"category":942,"updatedAt":272,"sourceType":136,"tags":1147},"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",[264,379,1148,1149,862,948],"npm","pin",{"title":1151,"description":1152,"path":1153,"category":1033,"updatedAt":229,"sourceType":136,"tags":1154},"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",[1035,1155,545,436,508],"raw-stream",{"title":1157,"description":1158,"path":1159,"category":942,"updatedAt":350,"sourceType":136,"tags":1160},"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",[231,1161,425,160,948],"tlsFingerprint",{"title":1163,"description":1164,"path":1165,"category":942,"updatedAt":350,"sourceType":136,"tags":1166},"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",[343,1167,1168,1169,948],"mentions","pending-history","reply",{"title":1171,"description":1172,"path":1173,"category":942,"updatedAt":323,"sourceType":136,"tags":1174},"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",[1175,1176,1177,436,948],"secrets","secretrefs","runtime",{"title":1179,"description":1180,"path":1181,"category":942,"updatedAt":127,"sourceType":136,"tags":1182},"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",[344,181,1049,476,84],{"title":1184,"description":1185,"path":1186,"category":942,"updatedAt":1187,"sourceType":136,"tags":1188},"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",[344,1189,1190,663,948],"transcript","jsonl",{"title":1192,"description":1193,"path":1194,"category":942,"updatedAt":1187,"sourceType":136,"tags":1195},"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",[464,608,1196,886,143],"store",{"title":1198,"description":1199,"path":1200,"category":942,"updatedAt":350,"sourceType":136,"tags":1201},"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",[181,901,886,1202,948],"ingress",{"title":1204,"description":1205,"path":1206,"category":942,"updatedAt":229,"sourceType":136,"tags":1207},"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",[608,793,1208,545,1209],"health","troubleshooting",{"title":1211,"description":1212,"path":1213,"category":942,"updatedAt":1187,"sourceType":136,"tags":1214},"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",[1189,1215,436,1216,948],"hygiene","tool-calls",{"title":1218,"description":1219,"path":1220,"category":1033,"updatedAt":213,"sourceType":136,"tags":1221},"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",[1209,784,793,545],{"title":1223,"description":1224,"path":1225,"category":942,"updatedAt":323,"sourceType":136,"tags":1226},"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",[287,1227,1228,1189,948],"history","inject",{"title":1230,"description":1231,"path":1232,"category":1233,"updatedAt":272,"sourceType":136,"tags":1234},"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",[1235,1236,1237,1238,812,813],"china","cloud","deployment","feishu",{"title":1240,"description":1241,"path":1242,"category":1233,"updatedAt":213,"sourceType":136,"tags":1243},"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",[1237,232,1244,1236,1245],"docker","wsl2",{"title":1247,"description":1248,"path":1249,"category":1233,"updatedAt":654,"sourceType":136,"tags":1250},"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",[215,1148,1251,1245],"install-script",{"title":1253,"description":1254,"path":1255,"category":1233,"updatedAt":229,"sourceType":136,"tags":1256},"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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在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[180,1237,207,1235],{"title":1639,"description":1640,"path":1641,"category":1300,"date":229,"updatedAt":229,"sourceType":136,"source":1642,"tags":1643},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[174,379,264,266,398],{"title":1645,"description":1646,"path":1647,"category":126,"date":127,"updatedAt":127,"sourceType":136,"source":1648,"tags":1649},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 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