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之间各自会做什么，避免把修复模式混成“越猛越好”。","/docs/reference/doctor-repair-modes",[958,959,1127,1233,1121],"migrations",{"title":1235,"description":1236,"path":1237,"category":1115,"updatedAt":445,"sourceType":282,"tags":1238},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[813,268,475,1239,1121],"shell",{"title":1241,"description":1242,"path":1243,"category":1115,"updatedAt":364,"sourceType":251,"tags":1244},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub 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",[1245,1033,517,1246,1035],"sources","trust",{"title":1248,"description":1249,"path":1250,"category":1115,"updatedAt":322,"sourceType":282,"tags":1251},"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",[254,1252,430,887,420],"rpc",{"title":1254,"description":1255,"path":1256,"category":1115,"updatedAt":445,"sourceType":282,"tags":1257},"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",[604,605,254,419,1121],{"title":1259,"description":1260,"path":1261,"category":1115,"updatedAt":879,"sourceType":282,"tags":1262},"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",[467,254,379,310,1121],{"title":1264,"description":1265,"path":1266,"category":1115,"updatedAt":473,"sourceType":282,"tags":1267},"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",[254,887,1268,1269,1121],"protocol","scopes",{"title":1271,"description":1272,"path":1273,"category":1115,"updatedAt":463,"sourceType":282,"tags":1274},"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",[466,1275,448,690,623],"mention",{"title":1277,"description":1278,"path":1279,"category":1115,"updatedAt":473,"sourceType":282,"tags":1280},"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",[932,1281,1282,1283,1121],"visibility","activeHours","alerts",{"title":1285,"description":1286,"path":1287,"category":1115,"updatedAt":463,"sourceType":282,"tags":1288},"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",[881,887,1289,254,1121],"sdk",{"title":1291,"description":1292,"path":1293,"category":1115,"updatedAt":463,"sourceType":282,"tags":1294},"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",[268,1295,910,1296,1121],"include","arrays",{"title":1298,"description":1299,"path":1300,"category":1115,"updatedAt":445,"sourceType":282,"tags":1301},"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",[719,1302,570,302,1121],"invoke",{"title":1304,"description":1305,"path":1306,"category":1115,"updatedAt":473,"sourceType":282,"tags":1307},"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",[258,1308,1309,1310,1311,1121],"hybrid-search","ranking","mmr","retrieval",{"title":1313,"description":1314,"path":1315,"category":1115,"updatedAt":364,"sourceType":282,"tags":1316},"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",[372,1317,440,438,1121],"probe",{"title":1319,"description":1320,"path":1321,"category":1115,"updatedAt":808,"sourceType":282,"tags":1322},"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",[604,605,1156,1323,939],"credentials",{"title":1325,"description":1326,"path":1327,"category":1115,"updatedAt":364,"sourceType":282,"tags":1328},"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",[236,234,1329,1330,1035,1121],"npm","pin",{"title":1332,"description":1333,"path":1334,"category":1209,"updatedAt":322,"sourceType":282,"tags":1335},"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",[1211,1336,673,438,636],"raw-stream",{"title":1338,"description":1339,"path":1340,"category":1115,"updatedAt":473,"sourceType":282,"tags":1341},"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",[324,1342,440,254,1121],"tlsFingerprint",{"title":1344,"description":1345,"path":1346,"category":1115,"updatedAt":473,"sourceType":282,"tags":1347},"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",[466,1348,1349,1350,1121],"mentions","pending-history","reply",{"title":1352,"description":1353,"path":1354,"category":1115,"updatedAt":445,"sourceType":282,"tags":1355},"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",[1356,1357,401,438,1121],"secrets","secretrefs",{"title":1359,"description":1360,"path":1361,"category":1115,"updatedAt":463,"sourceType":282,"tags":1362},"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",[467,95,1226,604,690],{"title":1364,"description":1365,"path":1366,"category":1115,"updatedAt":1367,"sourceType":282,"tags":1368},"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",[467,1369,1370,836,1121],"transcript","jsonl",{"title":1372,"description":1373,"path":1374,"category":1115,"updatedAt":1367,"sourceType":282,"tags":1375},"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",[404,430,1376,1059,275],"store",{"title":1378,"description":1379,"path":1380,"category":1115,"updatedAt":473,"sourceType":282,"tags":1381},"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",[95,1074,1059,1382,1121],"ingress",{"title":1384,"description":1385,"path":1386,"category":1115,"updatedAt":322,"sourceType":282,"tags":1387},"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",[430,967,1388,673,1389],"health","troubleshooting",{"title":1391,"description":1392,"path":1393,"category":1115,"updatedAt":1367,"sourceType":282,"tags":1394},"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",[1369,1395,438,1396,1121],"hygiene","tool-calls",{"title":1398,"description":1399,"path":1400,"category":1209,"updatedAt":237,"sourceType":282,"tags":1401},"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",[1389,958,967,673],{"title":1403,"description":1404,"path":1405,"category":1115,"updatedAt":445,"sourceType":282,"tags":1406},"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",[379,1407,1408,1369,1121],"history","inject",{"title":1410,"description":1411,"path":1412,"category":1413,"updatedAt":364,"sourceType":282,"tags":1414},"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",[1415,1416,1417,582,986,987],"china","cloud","deployment",{"title":1419,"description":1420,"path":1421,"category":1413,"updatedAt":237,"sourceType":282,"tags":1422},"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",[1417,325,1423,1416,1424],"docker","wsl2",{"title":1426,"description":1427,"path":1428,"category":1413,"updatedAt":818,"sourceType":282,"tags":1429},"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",[308,1329,1430,1424],"install-script",{"title":1432,"description":1433,"path":1434,"category":1413,"updatedAt":322,"sourceType":282,"tags":1435},"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",[308,1436,1430,1437,1036],"updater","git",{"title":1439,"description":1440,"path":1441,"category":1413,"updatedAt":566,"sourceType":282,"tags":1442},"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 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[308,1436,1443,958,1036],"uninstall",{"title":1445,"description":1446,"path":1447,"category":1413,"updatedAt":566,"sourceType":282,"tags":1448},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[730,308,317,1449],"server",{"title":1451,"description":1452,"path":1453,"category":1413,"updatedAt":566,"sourceType":282,"tags":1454},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[457,308,317,1455],"apple",{"title":1457,"description":1458,"path":1459,"category":1460,"updatedAt":237,"sourceType":282,"tags":1461},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1462,1463,1033,1464],"migration","upgrade","checklist",{"title":1466,"description":1467,"path":1468,"category":1413,"updatedAt":566,"sourceType":282,"tags":1469},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 WSL2。","/docs/setup/windows-installation",[729,308,317,1424],{"count":1471,"latestDate":425,"items":1472},116,[1473,1479,1490,1497,1507,1515,1520,1529,1537,1539,1546,1553,1560,1568,1573,1583,1593,1600,1606,1615,1627,1635,1640,1646,1652,1660,1667,1673,1681,1687,1694,1700,1706,1712,1718,1724,1729,1735,1742,1748,1755,1761,1767,1772,1778,1784,1791,1797,1802,1813,1819,1825,1831,1838,1845,1851,1857,1863,1873,1879,1885,1890,1896,1901,1908,1914,1920,1925,1931,1937,1942,1948,1953,1959,1965,1971,1977,1983,1988,1993,2000,2006,2014,2019,2025,2033,2039,2045,2051,2058,2063,2068,2075,2080,2085,2091,2097,2104,2110,2115,2121,2126,2137,2145,2150,2158,2163,2170,2175,2181,2186,2192,2197,2205,2211,2217],{"title":1474,"description":1475,"path":1476,"category":220,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":1478},"OpenClaw 支持超过 50 个集成平台","OpenClaw 宣布已支持超过 50 个消息和生产力平台集成，成为最全面的 AI 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不再像零散命令，而更像完整的设备授权生命周期。","/news/openclaw-device-token-lifecycle-watch-2026-03-25","https://docs.openclaw.ai/channels/pairing",[605,604,545,952,1790],"rotate",{"title":1792,"description":1793,"path":1794,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1795,"tags":1796},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[958,1127,959,1211,275],{"title":1798,"description":1799,"path":1800,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":1795,"tags":1801},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[958,959,810,1036,1127],{"title":1803,"description":1804,"path":1805,"category":1806,"date":250,"updatedAt":250,"sourceType":517,"source":1807,"tags":1808},"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",[1809,1810,1811,1812],"education","adoption","ai-tutor","higher-education",{"title":1814,"description":1815,"path":1816,"category":1806,"date":250,"updatedAt":250,"sourceType":517,"source":1817,"tags":1818},"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",[274,1417,302,1415],{"title":1820,"description":1821,"path":1822,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1823,"tags":1824},"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",[233,234,236,358,518],{"title":1826,"description":1827,"path":1828,"category":1677,"date":425,"updatedAt":425,"sourceType":282,"source":1829,"tags":1830},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 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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",[1869,1417,1870,1871,1872],"showcase","home-assistant","nix","infrastructure",{"title":1874,"description":1875,"path":1876,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1877,"tags":1878},"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 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[404,258,836,1760,737],{"title":1880,"description":1881,"path":1882,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1883,"tags":1884},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 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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",[1275,466,493,495,560],{"title":1915,"description":1916,"path":1917,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1918,"tags":1919},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[623,379,448,627,256],{"title":1921,"description":1922,"path":1923,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":1746,"tags":1924},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[372,1317,438,440,995],{"title":1926,"description":1927,"path":1928,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":1929,"tags":1930},"OpenClaw 节点观察：headless 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等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[604,1156,256,1157,275],{"title":1954,"description":1955,"path":1956,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1957,"tags":1958},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[236,235,358,517,518],{"title":1960,"description":1961,"path":1962,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":1963,"tags":1964},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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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",[438,372,419,440,737],{"title":1978,"description":1979,"path":1980,"category":1677,"date":473,"updatedAt":473,"sourceType":282,"source":1981,"tags":1982},"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",[438,1120,372,254,275],{"title":1984,"description":1985,"path":1986,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1665,"tags":1987},"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",[1033,1034,1036,1035],{"title":1989,"description":1990,"path":1991,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1691,"tags":1992},"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",[310,604,419,324,939],{"title":1994,"description":1995,"path":1996,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":1997,"tags":1998},"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",[448,447,1999,256,449],"threads",{"title":2001,"description":2002,"path":2003,"category":1677,"date":425,"updatedAt":425,"sourceType":282,"source":2004,"tags":2005},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[778,665,779,350,257],{"title":2007,"description":2008,"path":2009,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":2010,"tags":2011},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1357,2012,2013,1356,275],"snapshot","rotation",{"title":2015,"description":2016,"path":2017,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":1877,"tags":2018},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[467,95,1226,604,1074],{"title":2020,"description":2021,"path":2022,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":2023,"tags":2024},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[95,1059,1061,1060,275],{"title":2026,"description":2027,"path":2028,"category":2029,"date":250,"updatedAt":250,"sourceType":517,"source":2030,"tags":2031},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[95,2032,636,274],"compliance",{"title":2034,"description":2035,"path":2036,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":2010,"tags":2037},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[95,1356,570,2038,275],"proxy",{"title":2040,"description":2041,"path":2042,"category":1677,"date":1367,"updatedAt":1367,"sourceType":282,"source":2043,"tags":2044},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[467,1370,836,1369,254],{"title":2046,"description":2047,"path":2048,"category":1677,"date":1367,"updatedAt":1367,"sourceType":282,"source":2049,"tags":2050},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[404,430,1376,1059,275],{"title":2052,"description":2053,"path":2054,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":2055,"tags":2056},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[95,1074,1075,2057,254],"sandbox",{"title":2059,"description":2060,"path":2061,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1867,"tags":2062},"OpenClaw 官方 Showcase 更新：Telegram PR 反馈、酒窖 Skill 与 Tesco 自动购物成为新样板","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的三个社区案例，观察 OpenClaw 在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[1869,517,493,233,79],{"title":2064,"description":2065,"path":2066,"category":1677,"date":473,"updatedAt":473,"sourceType":282,"source":2055,"tags":2067},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1074,1227,465,448,95],{"title":2069,"description":2070,"path":2071,"category":1677,"date":1367,"updatedAt":1367,"sourceType":282,"source":2072,"tags":2073},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1369,438,1395,1396,2074],"compatibility",{"title":2076,"description":2077,"path":2078,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":1722,"tags":2079},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1094,95,324,254,440],{"title":2081,"description":2082,"path":2083,"category":1677,"date":879,"updatedAt":879,"sourceType":282,"source":1842,"tags":2084},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[254,379,881,1211,467],{"title":2086,"description":2087,"path":2088,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":2089,"tags":2090},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1443,1036,712,254,1844],{"title":2092,"description":2093,"path":2094,"category":1677,"date":364,"updatedAt":364,"sourceType":282,"source":2095,"tags":2096},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1106,1107,1108,1109,1110],{"title":2098,"description":2099,"path":2100,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1867,"tags":2101},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1869,539,2102,2103,553],"phone","tts",{"title":2105,"description":2106,"path":2107,"category":1677,"date":463,"updatedAt":463,"sourceType":282,"source":2108,"tags":2109},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[539,867,868,419,605],{"title":2111,"description":2112,"path":2113,"category":220,"date":322,"updatedAt":322,"sourceType":282,"source":1691,"tags":2114},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[310,379,887,525,1777],{"title":2116,"description":2117,"path":2118,"category":1677,"date":879,"updatedAt":879,"sourceType":282,"source":2119,"tags":2120},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[379,310,881,254,576],{"title":2122,"description":2123,"path":2124,"category":1677,"date":445,"updatedAt":445,"sourceType":282,"source":1969,"tags":2125},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[302,719,234,570,737],{"title":2127,"description":2128,"path":2129,"category":2130,"date":2131,"updatedAt":2131,"sourceType":251,"source":2132,"tags":2133},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2134,2135,257,1869,2136],"site-update","content","weekly",{"title":2138,"description":2139,"path":2140,"category":2141,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2142},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[95,636,274,267],{"title":2164,"description":2165,"path":2166,"category":2167,"date":237,"updatedAt":237,"sourceType":517,"source":2168,"tags":2169},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[95,636,1018,366],{"title":2171,"description":2172,"path":2173,"category":1550,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2174},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[796,636,1552,285],{"title":2176,"description":2177,"path":2178,"category":1533,"date":1502,"updatedAt":566,"sourceType":230,"source":1503,"tags":2179},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 个，覆盖更多应用场景。","/news/skills-marketplace-400",[233,1591,517,2180],"marketplace",{"title":2182,"description":2183,"path":2184,"category":1550,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2185},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[560,402,1552,285],{"title":2187,"description":2188,"path":2189,"category":1494,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2190},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[918,324,2191,95],"vpn",{"title":2193,"description":2194,"path":2195,"category":1550,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2196},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[493,843,1552,285],{"title":2198,"description":2199,"path":2200,"category":2201,"date":221,"updatedAt":237,"sourceType":282,"source":1477,"tags":2202},"OpenClaw 与 VirusTotal 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