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Reference 与 Gateway protocol 文档，整理 openclaw gateway 子命令、RPC 调用边界、显式凭据要求，以及为什么它更适合被当成控制面入口而不是随手脚本助手。","/docs/reference/gateway-cli-and-rpc",[322,1235,768,871,481],"rpc",{"title":1237,"description":1238,"path":1239,"category":1101,"updatedAt":486,"sourceType":297,"tags":1240},"Gateway-owned pairing 和 device pairing 有什么区别","基于最新官方 Pairing 与 Gateway-owned pairing 文档，解释 node.pair.* 这套旧式网关配对和当前 WS device pairing 的真实边界，避免把两套授权机制混成一套。","/docs/reference/gateway-owned-pairing-vs-device-pairing",[639,640,322,480,1107],{"title":1242,"description":1243,"path":1244,"category":1101,"updatedAt":863,"sourceType":297,"tags":1245},"Gateway 为什么是 session source of truth","基于最新官方 Session 文档，解释 OpenClaw 的 session store、JSONL transcript、token 计数和 UI 查询为什么都应围绕 Gateway 理解，避免把本地浏览器、WebChat 或 operator 设备误当成真实状态源。","/docs/reference/gateway-session-source-of-truth",[508,322,450,380,1107],{"title":1247,"description":1248,"path":1249,"category":1101,"updatedAt":305,"sourceType":297,"tags":1250},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 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",[322,871,1251,1252,1107],"protocol","scopes",{"title":1254,"description":1255,"path":1256,"category":1101,"updatedAt":504,"sourceType":297,"tags":1257},"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",[507,1258,489,721,658],"mention",{"title":1260,"description":1261,"path":1262,"category":1101,"updatedAt":305,"sourceType":297,"tags":1263},"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",[918,1264,1265,1266,1107],"visibility","activeHours","alerts",{"title":1268,"description":1269,"path":1270,"category":1101,"updatedAt":504,"sourceType":297,"tags":1271},"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",[865,871,1272,322,1107],"sdk",{"title":1274,"description":1275,"path":1276,"category":1101,"updatedAt":504,"sourceType":297,"tags":1277},"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",[335,1278,895,1279,1107],"include","arrays",{"title":1281,"description":1282,"path":1283,"category":1101,"updatedAt":486,"sourceType":297,"tags":1284},"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",[741,1285,614,370,1107],"invoke",{"title":268,"description":1287,"path":267,"category":1101,"updatedAt":305,"sourceType":297,"tags":1288},"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。",[300,1289,1290,1291,1292,1107],"hybrid-search","ranking","mmr","retrieval",{"title":1294,"description":1295,"path":1296,"category":1101,"updatedAt":435,"sourceType":297,"tags":1297},"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",[443,1298,588,599,1107],"probe",{"title":1300,"description":1301,"path":1302,"category":1101,"updatedAt":801,"sourceType":297,"tags":1303},"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",[639,640,1137,1304,925],"credentials",{"title":1306,"description":1307,"path":1308,"category":1101,"updatedAt":435,"sourceType":297,"tags":1309},"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",[427,542,1310,1311,1021,1107],"npm","pin",{"title":1313,"description":1314,"path":1315,"category":1192,"updatedAt":392,"sourceType":297,"tags":1316},"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",[1194,1317,704,599,671],"raw-stream",{"title":1319,"description":1320,"path":1321,"category":1101,"updatedAt":305,"sourceType":297,"tags":1322},"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",[394,1323,588,322,1107],"tlsFingerprint",{"title":1325,"description":1326,"path":1327,"category":1101,"updatedAt":305,"sourceType":297,"tags":1328},"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",[507,1329,1330,1331,1107],"mentions","pending-history","reply",{"title":1333,"description":1334,"path":1335,"category":1101,"updatedAt":486,"sourceType":297,"tags":1336},"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",[1337,1338,1339,599,1107],"secrets","secretrefs","runtime",{"title":1341,"description":1342,"path":1343,"category":1101,"updatedAt":504,"sourceType":297,"tags":1344},"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",[508,344,1209,639,721],{"title":1346,"description":1347,"path":1348,"category":1101,"updatedAt":1349,"sourceType":297,"tags":1350},"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",[508,1351,1352,820,1107],"transcript","jsonl",{"title":1354,"description":1355,"path":1356,"category":1101,"updatedAt":1349,"sourceType":297,"tags":1357},"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",[627,768,1358,1045,343],"store",{"title":1360,"description":1361,"path":1362,"category":1101,"updatedAt":305,"sourceType":297,"tags":1363},"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",[344,1060,1045,1364,1107],"ingress",{"title":1366,"description":1367,"path":1368,"category":1101,"updatedAt":392,"sourceType":297,"tags":1369},"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",[768,953,1370,704,1371],"health","troubleshooting",{"title":1373,"description":1374,"path":1375,"category":1101,"updatedAt":1349,"sourceType":297,"tags":1376},"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",[1351,1377,599,1378,1107],"hygiene","tool-calls",{"title":1380,"description":1381,"path":1382,"category":1192,"updatedAt":376,"sourceType":297,"tags":1383},"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",[1371,944,953,704],{"title":1385,"description":1386,"path":1387,"category":1101,"updatedAt":486,"sourceType":297,"tags":1388},"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",[450,1389,1390,1351,1107],"history","inject",{"title":1392,"description":1393,"path":1394,"category":1395,"updatedAt":435,"sourceType":297,"tags":1396},"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",[1397,1398,1399,1400,972,973],"china","cloud","deployment","feishu",{"title":1402,"description":1403,"path":1404,"category":1395,"updatedAt":376,"sourceType":297,"tags":1405},"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",[1399,395,1406,1398,1407],"docker","wsl2",{"title":1409,"description":1410,"path":1411,"category":1395,"updatedAt":811,"sourceType":297,"tags":1412},"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",[378,1310,1413,1407],"install-script",{"title":1415,"description":1416,"path":1417,"category":1395,"updatedAt":392,"sourceType":297,"tags":1418},"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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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[944,945,803,1022,1113],{"title":1785,"description":1786,"path":1787,"category":1788,"date":318,"updatedAt":318,"sourceType":559,"source":1789,"tags":1790},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[1791,1792,1793,1794],"education","adoption","ai-tutor","higher-education",{"title":1796,"description":1797,"path":1798,"category":1788,"date":318,"updatedAt":318,"sourceType":559,"source":1799,"tags":1800},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 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",[342,1399,370,1397],{"title":1802,"description":1803,"path":1804,"category":1462,"date":392,"updatedAt":392,"sourceType":297,"source":1805,"tags":1806},"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",[336,542,427,429,561],{"title":1808,"description":1809,"path":1810,"category":1670,"date":504,"updatedAt":504,"sourceType":297,"source":1811,"tags":1812},"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 只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[322,639,1813,589,480],"pending",{"title":1815,"description":1816,"path":1817,"category":1670,"date":863,"updatedAt":863,"sourceType":297,"source":1818,"tags":1819},"OpenClaw 正在把 Gateway 的 session source-of-truth 地位写得更明确","官方最新 Session 文档更明确地说明 session store、JSONL transcript 和 token 计数都应围绕 Gateway 理解，这会直接影响 WebChat、Dashboard 和远程 operator 的排障方式。","/news/openclaw-gateway-source-of-truth-watch-2026-03-26","https://docs.openclaw.ai/session",[322,508,450,380,1820],"state",{"title":1822,"description":1823,"path":1824,"category":1670,"date":504,"updatedAt":504,"sourceType":297,"source":1825,"tags":1826},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[335,1278,895,1279,343],{"title":1840,"description":1841,"path":1842,"category":1462,"date":392,"updatedAt":392,"sourceType":297,"source":1843,"tags":1844},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[1845,1399,1846,1847,1848],"showcase","home-assistant","nix","infrastructure",{"title":1850,"description":1851,"path":1852,"category":1670,"date":486,"updatedAt":486,"sourceType":297,"source":1853,"tags":1854},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[1845,300,597,1881,1882],"vector-search","knowledge",{"title":1884,"description":1885,"path":1886,"category":1670,"date":504,"updatedAt":504,"sourceType":297,"source":1887,"tags":1888},"OpenClaw 的 mention gating 正在从单一 @ 规则变成跨渠道触发层","官方最新 Groups 和 Group Messages 文档显示，mention gating 已经不再只服务 WhatsApp 群，而是在 Telegram、Slack、Discord、iMessage 等入口上逐步形成统一触发层。","/news/openclaw-mention-gating-watch-2026-03-25","https://docs.openclaw.ai/channels/group-messages",[1258,507,534,536,605],{"title":1890,"description":1891,"path":1892,"category":1670,"date":486,"updatedAt":486,"sourceType":297,"source":1893,"tags":1894},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[599,443,480,588,747],{"title":1954,"description":1955,"path":1956,"category":1670,"date":305,"updatedAt":305,"sourceType":297,"source":1957,"tags":1958},"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",[599,1106,443,322,343],{"title":1960,"description":1961,"path":1962,"category":1462,"date":392,"updatedAt":392,"sourceType":297,"source":1664,"tags":1963},"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",[1019,1020,1022,1021],{"title":1965,"description":1966,"path":1967,"category":1670,"date":486,"updatedAt":486,"sourceType":297,"source":1684,"tags":1968},"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",[380,639,480,394,925],{"title":1970,"description":1971,"path":1972,"category":1670,"date":504,"updatedAt":504,"sourceType":297,"source":1973,"tags":1974},"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",[489,488,1975,324,490],"threads",{"title":1977,"description":1978,"path":1979,"category":1670,"date":504,"updatedAt":504,"sourceType":297,"source":1980,"tags":1981},"OpenClaw Secret 观察：active snapshot 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