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Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[1220,1018,554,1221,1020],"sources","trust",{"title":1223,"description":1224,"path":1225,"category":281,"updatedAt":387,"sourceType":291,"tags":1226},"Gateway 命令与 RPC 该怎么用","基于最新官方 CLI 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",[316,1227,765,869,476],"rpc",{"title":1229,"description":1230,"path":1231,"category":281,"updatedAt":481,"sourceType":291,"tags":1232},"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",[632,633,316,475,298],{"title":1234,"description":1235,"path":1236,"category":281,"updatedAt":861,"sourceType":291,"tags":1237},"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",[503,316,445,375,298],{"title":1239,"description":1240,"path":1241,"category":281,"updatedAt":299,"sourceType":291,"tags":1242},"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",[316,869,1243,1244,298],"protocol","scopes",{"title":1246,"description":1247,"path":1248,"category":281,"updatedAt":499,"sourceType":291,"tags":1249},"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",[502,1250,484,718,651],"mention",{"title":1252,"description":1253,"path":1254,"category":281,"updatedAt":299,"sourceType":291,"tags":1255},"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",[916,1256,1257,1258,298],"visibility","activeHours","alerts",{"title":1260,"description":1261,"path":1262,"category":281,"updatedAt":499,"sourceType":291,"tags":1263},"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",[863,869,1264,316,298],"sdk",{"title":1266,"description":1267,"path":1268,"category":281,"updatedAt":499,"sourceType":291,"tags":1269},"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",[330,1270,893,1271,298],"include","arrays",{"title":1273,"description":1274,"path":1275,"category":281,"updatedAt":481,"sourceType":291,"tags":1276},"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",[738,1277,607,365,298],"invoke",{"title":1279,"description":1280,"path":1281,"category":281,"updatedAt":299,"sourceType":291,"tags":1282},"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",[320,1283,1284,1285,1286,298],"hybrid-search","ranking","mmr","retrieval",{"title":261,"description":1288,"path":260,"category":281,"updatedAt":430,"sourceType":291,"tags":1289},"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”。",[438,1290,296,297,298],"probe",{"title":1292,"description":1293,"path":1294,"category":281,"updatedAt":799,"sourceType":291,"tags":1295},"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",[632,633,1134,1296,923],"credentials",{"title":1298,"description":1299,"path":1300,"category":281,"updatedAt":430,"sourceType":291,"tags":1301},"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",[422,537,1302,1303,1020,298],"npm","pin",{"title":1305,"description":1306,"path":1307,"category":1184,"updatedAt":387,"sourceType":291,"tags":1308},"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",[1186,1309,701,297,664],"raw-stream",{"title":1311,"description":1312,"path":1313,"category":281,"updatedAt":299,"sourceType":291,"tags":1314},"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",[389,1315,296,316,298],"tlsFingerprint",{"title":1317,"description":1318,"path":1319,"category":281,"updatedAt":299,"sourceType":291,"tags":1320},"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",[502,1321,1322,1323,298],"mentions","pending-history","reply",{"title":1325,"description":1326,"path":1327,"category":281,"updatedAt":481,"sourceType":291,"tags":1328},"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",[1329,1330,1331,297,298],"secrets","secretrefs","runtime",{"title":1333,"description":1334,"path":1335,"category":281,"updatedAt":499,"sourceType":291,"tags":1336},"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",[503,339,1201,632,718],{"title":1338,"description":1339,"path":1340,"category":281,"updatedAt":1341,"sourceType":291,"tags":1342},"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",[503,1343,1344,818,298],"transcript","jsonl",{"title":1346,"description":1347,"path":1348,"category":281,"updatedAt":1341,"sourceType":291,"tags":1349},"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",[620,765,1350,1044,338],"store",{"title":1352,"description":1353,"path":1354,"category":281,"updatedAt":299,"sourceType":291,"tags":1355},"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",[339,1059,1044,1356,298],"ingress",{"title":1358,"description":1359,"path":1360,"category":281,"updatedAt":387,"sourceType":291,"tags":1361},"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",[765,951,1362,701,1363],"health","troubleshooting",{"title":1365,"description":1366,"path":1367,"category":281,"updatedAt":1341,"sourceType":291,"tags":1368},"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",[1343,1369,297,1370,298],"hygiene","tool-calls",{"title":1372,"description":1373,"path":1374,"category":1184,"updatedAt":371,"sourceType":291,"tags":1375},"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",[1363,942,951,701],{"title":1377,"description":1378,"path":1379,"category":281,"updatedAt":481,"sourceType":291,"tags":1380},"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",[445,1381,1382,1343,298],"history","inject",{"title":1384,"description":1385,"path":1386,"category":1387,"updatedAt":430,"sourceType":291,"tags":1388},"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",[1389,1390,1391,1392,970,971],"china","cloud","deployment","feishu",{"title":1394,"description":1395,"path":1396,"category":1387,"updatedAt":371,"sourceType":291,"tags":1397},"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",[1391,390,1398,1390,1399],"docker","wsl2",{"title":1401,"description":1402,"path":1403,"category":1387,"updatedAt":809,"sourceType":291,"tags":1404},"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",[373,1302,1405,1399],"install-script",{"title":1407,"description":1408,"path":1409,"category":1387,"updatedAt":387,"sourceType":291,"tags":1410},"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 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[373,1411,1405,1412,1021],"updater","git",{"title":1414,"description":1415,"path":1416,"category":1387,"updatedAt":345,"sourceType":291,"tags":1417},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 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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",[942,943,801,1021,1110],{"title":1777,"description":1778,"path":1779,"category":1780,"date":312,"updatedAt":312,"sourceType":554,"source":1781,"tags":1782},"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",[1783,1784,1785,1786],"education","adoption","ai-tutor","higher-education",{"title":1788,"description":1789,"path":1790,"category":1780,"date":312,"updatedAt":312,"sourceType":554,"source":1791,"tags":1792},"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",[337,1391,365,1389],{"title":1794,"description":1795,"path":1796,"category":1454,"date":387,"updatedAt":387,"sourceType":291,"source":1797,"tags":1798},"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",[331,537,422,424,556],{"title":1800,"description":1801,"path":1802,"category":1662,"date":499,"updatedAt":499,"sourceType":291,"source":1803,"tags":1804},"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",[316,632,1805,583,475],"pending",{"title":1807,"description":1808,"path":1809,"category":1662,"date":861,"updatedAt":861,"sourceType":291,"source":1810,"tags":1811},"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",[316,503,445,375,1812],"state",{"title":1814,"description":1815,"path":1816,"category":1662,"date":499,"updatedAt":499,"sourceType":291,"source":1817,"tags":1818},"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",[330,1270,893,1271,338],{"title":1832,"description":1833,"path":1834,"category":1454,"date":387,"updatedAt":387,"sourceType":291,"source":1835,"tags":1836},"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",[1837,1391,1838,1839,1840],"showcase","home-assistant","nix","infrastructure",{"title":1842,"description":1843,"path":1844,"category":1662,"date":481,"updatedAt":481,"sourceType":291,"source":1845,"tags":1846},"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",[1837,320,591,1874,1875],"vector-search","knowledge",{"title":1877,"description":1878,"path":1879,"category":1662,"date":499,"updatedAt":499,"sourceType":291,"source":1880,"tags":1881},"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",[1250,502,529,531,598],{"title":1883,"description":1884,"path":1885,"category":1662,"date":481,"updatedAt":481,"sourceType":291,"source":1886,"tags":1887},"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",[297,438,475,296,744],{"title":1947,"description":1948,"path":1949,"category":1662,"date":299,"updatedAt":299,"sourceType":291,"source":1950,"tags":1951},"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",[297,1104,438,316,338],{"title":1953,"description":1954,"path":1955,"category":1454,"date":387,"updatedAt":387,"sourceType":291,"source":1656,"tags":1956},"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",[1018,1019,1021,1020],{"title":1958,"description":1959,"path":1960,"category":1662,"date":481,"updatedAt":481,"sourceType":291,"source":1676,"tags":1961},"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",[375,632,475,389,923],{"title":1963,"description":1964,"path":1965,"category":1662,"date":499,"updatedAt":499,"sourceType":291,"source":1966,"tags":1967},"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",[484,483,1968,318,485],"threads",{"title":1970,"description":1971,"path":1972,"category":1662,"date":499,"updatedAt":499,"sourceType":291,"source":1973,"tags":1974},"OpenClaw Secret 观察：active snapshot 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