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\"telegram\": {\n        \"chat_id\": \"-1001234567890\",\n        \"allowed_members\": [\"user1\", \"user2\"]\n      },\n      \"discord\": {\n        \"channel_id\": \"123456789\",\n        \"allowed_roles\": [\"engineer\", \"lead\"]\n      }\n    }\n  }\n}\n",[113,983,984,988,995,1002,1009,1021,1036,1041,1048,1060,1077,1082,1086,1090],{"__ignoreMap":111},[116,985,986],{"class":118,"line":119},[116,987,123],{"class":122},[116,989,990,993],{"class":118,"line":126},[116,991,992],{"class":129},"  \"team_channels\"",[116,994,133],{"class":122},[116,996,997,1000],{"class":118,"line":136},[116,998,999],{"class":129},"    \"engineering\"",[116,1001,133],{"class":122},[116,1003,1004,1007],{"class":118,"line":152},[116,1005,1006],{"class":129},"      \"telegram\"",[116,1008,133],{"class":122},[116,1010,1011,1014,1016,1019],{"class":118,"line":165},[116,1012,1013],{"class":129},"        \"chat_id\"",[116,1015,142],{"class":122},[116,1017,1018],{"class":145},"\"-1001234567890\"",[116,1020,149],{"class":122},[116,1022,1023,1026,1028,1030,1032,1034],{"class":118,"line":174},[116,1024,1025],{"class":129},"        \"allowed_members\"",[116,1027,296],{"class":122},[116,1029,185],{"class":145},[116,1031,188],{"class":122},[116,1033,211],{"class":145},[116,1035,724],{"class":122},[116,1037,1038],{"class":118,"line":202},[116,1039,1040],{"class":122},"      },\n",[116,1042,1043,1046],{"class":118,"line":225},[116,1044,1045],{"class":129},"      \"discord\"",[116,1047,133],{"class":122},[116,1049,1050,1053,1055,1058],{"class":118,"line":249},[116,1051,1052],{"class":129},"        \"channel_id\"",[116,1054,142],{"class":122},[116,1056,1057],{"class":145},"\"123456789\"",[116,1059,149],{"class":122},[116,1061,1062,1065,1067,1070,1072,1075],{"class":118,"line":255},[116,1063,1064],{"class":129},"        \"allowed_roles\"",[116,1066,296],{"class":122},[116,1068,1069],{"class":145},"\"engineer\"",[116,1071,188],{"class":122},[116,1073,1074],{"class":145},"\"lead\"",[116,1076,724],{"class":122},[116,1078,1079],{"class":118,"line":261},[116,1080,1081],{"class":122},"      }\n",[116,1083,1084],{"class":118,"line":526},[116,1085,356],{"class":122},[116,1087,1088],{"class":118,"line":534},[116,1089,258],{"class":122},[116,1091,1092],{"class":118,"line":546},[116,1093,246],{"class":122},[21,1095,1096],{"id":1096},"消息路由",[106,1098,1100],{"className":108,"code":1099,"language":110,"meta":111,"style":111},"{\n  \"routing\": {\n    \"team_channels\": {\n      \"engineering\": {\n        \"default_agent\": \"engineering-agent\",\n        \"fallback_agent\": \"default-agent\"\n      }\n    }\n  }\n}\n",[113,1101,1102,1106,1113,1120,1127,1139,1149,1153,1157,1161],{"__ignoreMap":111},[116,1103,1104],{"class":118,"line":119},[116,1105,123],{"class":122},[116,1107,1108,1111],{"class":118,"line":126},[116,1109,1110],{"class":129},"  \"routing\"",[116,1112,133],{"class":122},[116,1114,1115,1118],{"class":118,"line":136},[116,1116,1117],{"class":129},"    \"team_channels\"",[116,1119,133],{"class":122},[116,1121,1122,1125],{"class":118,"line":152},[116,1123,1124],{"class":129},"      \"engineering\"",[116,1126,133],{"class":122},[116,1128,1129,1132,1134,1137],{"class":118,"line":165},[116,1130,1131],{"class":129},"        \"default_agent\"",[116,1133,142],{"class":122},[116,1135,1136],{"class":145},"\"engineering-agent\"",[116,1138,149],{"class":122},[116,1140,1141,1144,1146],{"class":118,"line":174},[116,1142,1143],{"class":129},"        \"fallback_agent\"",[116,1145,142],{"class":122},[116,1147,1148],{"class":145},"\"default-agent\"\n",[116,1150,1151],{"class":118,"line":202},[116,1152,1081],{"class":122},[116,1154,1155],{"class":118,"line":225},[116,1156,356],{"class":122},[116,1158,1159],{"class":118,"line":249},[116,1160,258],{"class":122},[116,1162,1163],{"class":118,"line":255},[116,1164,246],{"class":122},[17,1166,1167],{"id":1167},"团队协作工具",[21,1169,1171],{"id":1170},"集成-jira","集成 Jira",[106,1173,1175],{"className":108,"code":1174,"language":110,"meta":111,"style":111},"{\n  \"integrations\": {\n    \"jira\": {\n      \"enabled\": true,\n      \"url\": \"https://team.atlassian.net\",\n      \"projects\": [\"ENG\", \"PROD\"],\n      \"auto_sync\": true\n    }\n  }\n}\n",[113,1176,1177,1181,1188,1195,1205,1217,1234,1244,1248,1252],{"__ignoreMap":111},[116,1178,1179],{"class":118,"line":119},[116,1180,123],{"class":122},[116,1182,1183,1186],{"class":118,"line":126},[116,1184,1185],{"class":129},"  \"integrations\"",[116,1187,133],{"class":122},[116,1189,1190,1193],{"class":118,"line":136},[116,1191,1192],{"class":129},"    \"jira\"",[116,1194,133],{"class":122},[116,1196,1197,1199,1201,1203],{"class":118,"line":152},[116,1198,668],{"class":129},[116,1200,142],{"class":122},[116,1202,673],{"class":129},[116,1204,149],{"class":122},[116,1206,1207,1210,1212,1215],{"class":118,"line":165},[116,1208,1209],{"class":129},"      \"url\"",[116,1211,142],{"class":122},[116,1213,1214],{"class":145},"\"https://team.atlassian.net\"",[116,1216,149],{"class":122},[116,1218,1219,1222,1224,1227,1229,1232],{"class":118,"line":174},[116,1220,1221],{"class":129},"      \"projects\"",[116,1223,296],{"class":122},[116,1225,1226],{"class":145},"\"ENG\"",[116,1228,188],{"class":122},[116,1230,1231],{"class":145},"\"PROD\"",[116,1233,307],{"class":122},[116,1235,1236,1239,1241],{"class":118,"line":202},[116,1237,1238],{"class":129},"      \"auto_sync\"",[116,1240,142],{"class":122},[116,1242,1243],{"class":129},"true\n",[116,1245,1246],{"class":118,"line":225},[116,1247,356],{"class":122},[116,1249,1250],{"class":118,"line":249},[116,1251,258],{"class":122},[116,1253,1254],{"class":118,"line":255},[116,1255,246],{"class":122},[21,1257,1259],{"id":1258},"集成-github","集成 GitHub",[106,1261,1263],{"className":108,"code":1262,"language":110,"meta":111,"style":111},"{\n  \"integrations\": {\n    \"github\": {\n      \"enabled\": true,\n      \"org\": \"team-org\",\n      \"repos\": [\"repo1\", \"repo2\"],\n      \"notifications\": true\n    }\n  }\n}\n",[113,1264,1265,1269,1275,1282,1292,1304,1321,1330,1334,1338],{"__ignoreMap":111},[116,1266,1267],{"class":118,"line":119},[116,1268,123],{"class":122},[116,1270,1271,1273],{"class":118,"line":126},[116,1272,1185],{"class":129},[116,1274,133],{"class":122},[116,1276,1277,1280],{"class":118,"line":136},[116,1278,1279],{"class":129},"    \"github\"",[116,1281,133],{"class":122},[116,1283,1284,1286,1288,1290],{"class":118,"line":152},[116,1285,668],{"class":129},[116,1287,142],{"class":122},[116,1289,673],{"class":129},[116,1291,149],{"class":122},[116,1293,1294,1297,1299,1302],{"class":118,"line":165},[116,1295,1296],{"class":129},"      \"org\"",[116,1298,142],{"class":122},[116,1300,1301],{"class":145},"\"team-org\"",[116,1303,149],{"class":122},[116,1305,1306,1309,1311,1314,1316,1319],{"class":118,"line":174},[116,1307,1308],{"class":129},"      \"repos\"",[116,1310,296],{"class":122},[116,1312,1313],{"class":145},"\"repo1\"",[116,1315,188],{"class":122},[116,1317,1318],{"class":145},"\"repo2\"",[116,1320,307],{"class":122},[116,1322,1323,1326,1328],{"class":118,"line":202},[116,1324,1325],{"class":129},"      \"notifications\"",[116,1327,142],{"class":122},[116,1329,1243],{"class":129},[116,1331,1332],{"class":118,"line":225},[116,1333,356],{"class":122},[116,1335,1336],{"class":118,"line":249},[116,1337,258],{"class":122},[116,1339,1340],{"class":118,"line":255},[116,1341,246],{"class":122},[17,1343,1344],{"id":1344},"团队统计",[21,1346,1347],{"id":1347},"使用统计",[106,1349,1351],{"className":373,"code":1350,"language":375,"meta":111,"style":111},"# 查看团队使用统计\nopenclaw workspace stats --workspace engineering\n\n# 输出\n# 总消息数: 1,234\n# 活跃成员: 12\n# 使用技能: 89 次\n# 节省时间: 45 小时\n",[113,1352,1353,1358,1370,1374,1379,1384,1389,1394],{"__ignoreMap":111},[116,1354,1355],{"class":118,"line":119},[116,1356,1357],{"class":382},"# 查看团队使用统计\n",[116,1359,1360,1362,1364,1366,1368],{"class":118,"line":126},[116,1361,389],{"class":388},[116,1363,392],{"class":145},[116,1365,801],{"class":145},[116,1367,398],{"class":129},[116,1369,806],{"class":145},[116,1371,1372],{"class":118,"line":136},[116,1373,419],{"emptyLinePlaceholder":418},[116,1375,1376],{"class":118,"line":152},[116,1377,1378],{"class":382},"# 输出\n",[116,1380,1381],{"class":118,"line":165},[116,1382,1383],{"class":382},"# 总消息数: 1,234\n",[116,1385,1386],{"class":118,"line":174},[116,1387,1388],{"class":382},"# 活跃成员: 12\n",[116,1390,1391],{"class":118,"line":202},[116,1392,1393],{"class":382},"# 使用技能: 89 次\n",[116,1395,1396],{"class":118,"line":225},[116,1397,1398],{"class":382},"# 节省时间: 45 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越用越乱。","/docs/manual/memory-tools-skills-playbook",[1497,1496,1507,1642,1542],{"title":1884,"description":1885,"path":1886,"category":1640,"updatedAt":1521,"sourceType":1522,"tags":1887},"消息投递、重试与响应行为","基于官方 retry、messages 和 FAQ 文档，解释消息发送失败时 OpenClaw 会重试什么，不会重试什么，以及为什么群聊和渠道行为会不同。","/docs/manual/message-retries-and-delivery",[1828,1888,1832,1704,1706],"retry",{"title":1890,"description":1891,"path":1892,"category":1682,"updatedAt":1683,"sourceType":1522,"tags":1893},"模型 allowlist、alias 和图片能力门控应该怎么理解","基于最新官方 Models CLI 文档，整理 agents.defaults.models、primary、fallbacks、imageModel 和 imageGenerationModel 的职责，帮助团队理解模型白名单和共享能力门控到底会影响什么。","/docs/manual/model-allowlists-and-capability-gating",[1614,1894,1895,1896,1897,1686],"allowlist","aliases","image","gating",{"title":1899,"description":1900,"path":1901,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":1902},"OpenClaw 的 Models 应该怎么理解","理解 OpenClaw 里模型层的角色、选择思路和常见配置边界，避免把所有问题都误判成模型问题。","/docs/manual/models-overview",[1614,1840,1769,1658],{"title":1904,"description":1905,"path":1906,"category":1640,"updatedAt":1476,"sourceType":1522,"tags":1907},"Nodes 与设备能力","理解 OpenClaw 的 nodes 是什么、如何配对，以及相机、语音、屏幕、位置等设备能力在系统里的作用。","/docs/manual/nodes-and-device-actions",[1649,1693,1692,1752,1809],{"title":1909,"description":1910,"path":1911,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":1912},"OpenProse 和 Lobster 的边界怎么分","基于最新官方 Lobster 文档，整理 OpenProse 与 Lobster 在多智能体准备、确定性执行和审批恢复上的分工，帮助中文团队判断什么时候该用 /prose，什么时候该转成工作流运行时。","/docs/manual/openprose-and-lobster-boundaries",[1913,1914,1599,1784,1542],"openprose","lobster",{"title":1916,"description":1917,"path":1918,"category":1640,"updatedAt":1563,"sourceType":1522,"tags":1919},"插件托管 hooks 与扩展能力边界","基于最新官方 Plugins 与 Hooks 文档，整理插件托管 hooks 的工作方式、显示位置、启停边界，以及为什么它和独立 hook pack 不是同一种治理对象。","/docs/manual/plugin-managed-hooks",[1598,1600,1543,1731,1920],"governance",{"title":1922,"description":1923,"path":1924,"category":1640,"updatedAt":1563,"sourceType":1522,"tags":1925},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 的必填字段、校验规则，以及为什么插件清单会直接影响配置是否可通过。","/docs/manual/plugin-manifest",[1598,1926,1927,1928,1506],"manifest","schema","validation",{"title":1930,"description":1931,"path":1932,"category":1640,"updatedAt":1563,"sourceType":1522,"tags":1933},"插件包与频道目录元信息","根据最新官方插件文档，解释 package packs、插件 id 生成规则、openclaw.channel 元信息，以及为什么这些字段会影响安装与引导体验。","/docs/manual/plugin-package-packs",[1598,1934,1495,1935,1731],"package-packs","metadata",{"title":1937,"description":1938,"path":1939,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":1940},"OpenClaw 插件系统怎么用","基于官方插件与 CLI 文档，解释插件和 Skills、Tools 的边界，说明安装、启用、更新与风险控制的基本方法。","/docs/manual/plugins-overview",[1598,1731,1507,1496,1941],"cli",{"title":1943,"description":1944,"path":1945,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":1946},"模型提供商与故障转移","基于官方 providers 文档，整理 OpenClaw 常见 provider、默认模型写法、fallback 思路和长期运行时的配置重点。","/docs/manual/providers-and-fallback",[1769,1614,1947,1948,1838],"fallback","openrouter",{"title":1950,"description":1951,"path":1952,"category":1640,"updatedAt":1476,"sourceType":1469,"tags":1953},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 隔离来识别用户并保护上下文边界。","/docs/manual/session-and-pairing",[1677,1809,1495,1758],{"title":1955,"description":1956,"path":1957,"category":1682,"updatedAt":1683,"sourceType":1522,"tags":1958},"session memory search 什么时候值得开，什么时候先别开","基于最新官方 Memory 与 memory CLI 文档，整理 OpenClaw 的 session memory search、异步索引刷新、delta threshold 和 embedding cache 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和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1507,1979,1980,1981,1982],"config","allowBundled","watch","env",{"title":1984,"description":1985,"path":1986,"category":1640,"updatedAt":1987,"sourceType":1522,"tags":1988},"Skills 系统怎么工作","理解 OpenClaw Skills 的三层来源、加载流程、ClawHub 风险，以及为什么不应该一次安装过多技能。","/docs/manual/skills-system","2026-03-17",[1507,1712,1496,1515],{"title":1990,"description":1991,"path":1992,"category":1640,"updatedAt":1521,"sourceType":1522,"tags":1993},"系统提示词、上下文与压缩","基于官方 system prompt、context、compaction 与 session pruning 文档，解释 OpenClaw 一次运行到底会把什么发给模型，以及上下文为什么会变满。","/docs/manual/system-prompt-context-and-compaction",[1994,1995,1996,1997,1797],"system-prompt","context","compaction","pruning",{"title":1999,"description":2000,"path":2001,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":2002},"Telegram 与 WhatsApp 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vLLM、本地自动发现和手动模型声明各自适合什么场景。","/docs/manual/vllm-local-model-provider",[2019,2020,1769,1591,2021],"vllm","local-models","inference",{"title":2023,"description":2024,"path":2025,"category":1640,"updatedAt":1476,"sourceType":1522,"tags":2026},"语音唤醒与 Talk Mode","理解 OpenClaw 的 voice wake 是怎么和 Gateway、nodes、客户端一起工作的，以及什么时候值得启用它。","/docs/manual/voice-wake-and-talk-mode",[1752,2027,2028,1649,1693],"wake-word","talk-mode",{"title":2030,"description":2031,"path":2032,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":2033},"WebChat 与 message CLI","理解 OpenClaw 除聊天渠道外的两类直接交互入口：Gateway WebSocket 上的 WebChat 和统一的 openclaw message 命令。","/docs/manual/webchat-and-message-cli",[1621,2034,1941,1493,1495],"message",{"title":2036,"description":2037,"path":2038,"category":1640,"updatedAt":2039,"sourceType":1522,"tags":2040},"WebChat、API 和控制面入口的边界怎么分","基于最新官方 WebChat、Session 和 API 文档，解释 WebChat 为什么更像会话 UI、HTTP API 为什么更像结构化管理面，以及 Dashboard 为什么仍然属于高权限控制面。","/docs/manual/webchat-api-and-control-surface-boundaries","2026-03-26",[1621,2041,1551,1493,1790],"api",{"title":2043,"description":2044,"path":2045,"category":1640,"updatedAt":1563,"sourceType":1522,"tags":2046},"WebChat 的会话与只读边界","基于最新官方 WebChat 文档，整理 WebChat 如何共享 Gateway 会话、chat.inject 和 abort partial 是什么，以及 Gateway 不可达时为什么会进入只读模式。","/docs/manual/webchat-session-and-readonly-mode",[1621,1797,2047,2048,2049],"websocket","readonly","chat",{"title":2051,"description":2052,"path":2053,"category":1640,"updatedAt":1606,"sourceType":1522,"tags":2054},"用 Webhooks 接外部系统","基于最新官方 Webhooks 文档，整理 OpenClaw 如何通过 /hooks 接收外部事件，重点解释 wake、agent、映射、投递和安全边界。","/docs/manual/webhooks-external-triggers",[2055,1600,1543,2056,1515],"webhooks","integrations",{"title":2058,"description":2059,"path":2060,"category":2061,"updatedAt":1655,"sourceType":1522,"tags":2062},"Exec approvals 转发到聊天渠道该怎么设计","基于最新官方 approvals 文档，解释 OpenClaw 如何把 exec approval 请求转发到聊天渠道、/approve 命令怎么工作，以及为什么它适合远程值班但不适合无限扩散批准权。","/docs/operations/chat-approval-forwarding","运维",[1784,1782,2049,2063,1514],"forwarding",{"title":2065,"description":2066,"path":2067,"category":2061,"updatedAt":1563,"sourceType":1522,"tags":2068},"配置热重载与 include 合并怎么用","基于最新官方 Configuration 文档，整理 OpenClaw 的 config hot reload、reload mode、include 深度合并和哪些改动需要重启。","/docs/operations/config-hot-reload-and-includes",[1506,2069,2070,2071,2072],"hot-reload","includes","merge","restart",{"title":2074,"description":2075,"path":2076,"category":2061,"updatedAt":1563,"sourceType":1522,"tags":2077},"远程打开 Control UI 的正确方式","基于最新官方 Control UI、Dashboard 和 Tailscale 文档，整理远程访问 Control UI 时最稳的路径、常见 1008 报错原因，以及 allowedOrigins 等关键边界。","/docs/operations/control-ui-remote-access",[1738,1551,2078,2079,2080],"remote-access","tailscale","allowedOrigins",{"title":2082,"description":2083,"path":2084,"category":2061,"updatedAt":1655,"sourceType":1522,"tags":2085},"Cron 的 retention 和 run log pruning 怎么工作","基于最新官方 Cron Jobs 与配置文档，解释 isolated cron run 的 sessionRetention、runLog 裁剪、transcript archive 和高频调度下的磁盘足迹，避免把 cron 当成无限保留的后台队列。","/docs/operations/cron-retention-and-run-log-pruning",[2086,2087,1997,2088,1514],"cron","retention","runlog",{"title":2090,"description":2091,"path":2092,"category":2061,"updatedAt":1563,"sourceType":1522,"tags":2093},"定时任务与心跳怎么选","根据最新官方自动化文档，解释 Heartbeat、Cron main、Cron isolated 三种机制分别适合什么场景，以及它们在精度、上下文和成本上的差异。","/docs/operations/cron-vs-heartbeat",[1543,2086,2094,2095,1514],"heartbeat","scheduling",{"title":2097,"description":2098,"path":2099,"category":2061,"updatedAt":1655,"sourceType":1522,"tags":2100},"Dashboard 管理面怎么更稳地开放","基于最新官方 Dashboard、remote access 和 pairing 文档，整理管理员面该如何开放、保存 token、限制入口和处理 unauthorized/1008，避免把 Control UI 变成公开风险面。","/docs/operations/dashboard-admin-surface-hardening",[1551,1738,1565,1515,2101],"admin",{"title":2103,"description":2104,"path":2105,"category":2061,"updatedAt":2039,"sourceType":1522,"tags":2106},"Dashboard 遇到 unauthorized、1008 和 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状态时的备份与收口方式，帮助团队区分安全修复和强制覆盖。","/docs/operations/doctor-fix-backups-and-unknown-keys",[2120,2121,2122,1979,2123],"doctor","repair","backups","unknown-keys",{"title":2125,"description":2126,"path":2127,"category":2061,"updatedAt":1476,"sourceType":1522,"tags":2128},"Gateway 运维与日常检查","围绕状态检查、访问方式、日志与升级窗口，建立 OpenClaw Gateway 的日常运维习惯。","/docs/operations/gateway-operations",[1493,1514,2129,1877],"status",{"title":2131,"description":2132,"path":2133,"category":2061,"updatedAt":1563,"sourceType":1522,"tags":2134},"Gmail Pub/Sub 接入 OpenClaw","根据最新官方自动化文档，整理 Gmail watch、Google Pub/Sub、Webhook 映射和 Tailscale Funnel 的接入顺序，帮助你把 Gmail 事件稳定送进 OpenClaw。","/docs/operations/gmail-pubsub",[2135,2136,2055,1543,2079],"gmail","pubsub",{"title":2138,"description":2139,"path":2140,"category":2061,"updatedAt":1502,"sourceType":1522,"tags":2141},"长期运行时，如何管理会话、记忆与压缩","把 session、memory、compaction 和重置策略放到同一条治理链里，帮助长期运行的 OpenClaw 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profile、独立端口和独立状态目录避免冲突。","/docs/operations/multiple-gateways",[1493,2164,2165,2166,1514],"profile","multi-instance","isolation",{"title":2168,"description":2169,"path":2170,"category":2061,"updatedAt":1521,"sourceType":1522,"tags":2171},"网络模型、发现与配对","基于官方网络中心、配对和 Gateway 拥有的配对文档，梳理 localhost、tailnet、发现、身份和审批之间的关系。","/docs/operations/network-and-pairing",[2172,1809,2173,2174,2175],"network","identity","tailnet","mdns",{"title":2177,"description":2178,"path":2179,"category":2061,"updatedAt":1606,"sourceType":1522,"tags":2180},"OpenClaw 安全最佳实践","了解使用 OpenClaw 时的安全最佳实践，包括密码管理、权限控制和日志监控。","/docs/operations/openclaw-security-best-practices",[1515,2181,2182],"best-practices","guide",{"title":2184,"description":2185,"path":2186,"category":2061,"updatedAt":1655,"sourceType":1522,"tags":2187},"Compaction 前的 memory flush 在保护什么","基于最新官方 Memory、Compaction 和会话管理文档，解释 pre-compaction memory flush 的触发时机、NO_REPLY 机制、软阈值公式，以及为什么它是长期使用体验里的关键缓冲层。","/docs/operations/pre-compaction-memory-flush",[1497,1996,2188,2189,1514],"flush","NO_REPLY",{"title":2191,"description":2192,"path":2193,"category":2194,"updatedAt":1606,"sourceType":1522,"tags":2195},"如何持续跟踪 OpenClaw 更新","建立一套低成本的更新跟踪方法，并把官方 release 和文档变化转化成真正可执行的中文维护动作。","/docs/operations/release-tracking","更新",[2196,2197,2198,2199],"release","changelog","updates","maintenance",{"title":2201,"description":2202,"path":2203,"category":2061,"updatedAt":1606,"sourceType":1522,"tags":2204},"远程访问与 Tailscale / SSH","把 OpenClaw 放到远程主机长期运行时，如何在 SSH、tailnet、Tailscale Serve 和直接 ws/wss 之间做选择。","/docs/operations/remote-access",[1565,2205,2079,1493,1514],"ssh",{"title":2207,"description":2208,"path":2209,"category":2061,"updatedAt":1476,"sourceType":1522,"tags":2210},"Remote Operators 与多设备协作","当 Gateway 跑在远程主机、操作入口分散在多台设备上时，如何理解 operator、node 和长期在线实例的协作边界。","/docs/operations/remote-operators-and-nodes",[1565,2211,1649,2079,2205,1810],"operators",{"title":2213,"description":2214,"path":2215,"category":2061,"updatedAt":1476,"sourceType":1522,"tags":2216},"OpenClaw 安全配置基础","从 Gateway auth、allowlist、Control UI 暴露方式和 Tailscale/SSH 接入策略理解 OpenClaw 的基础安全边界。","/docs/operations/safety-basics",[1515,1758,2079,1551],{"title":2218,"description":2219,"path":2220,"category":2061,"updatedAt":1606,"sourceType":1522,"tags":2221},"security audit、--deep 和 --fix 该怎么配合","基于最新官方安全文档，解释 openclaw security audit、--deep 与 --fix 各自适合什么阶段，哪些问题适合自动修复，哪些仍应人工复核。","/docs/operations/security-audit-fix-and-review",[1515,2222,2223,2224,1514],"audit","hardening","fix",{"title":2226,"description":2227,"path":2228,"category":2061,"updatedAt":1655,"sourceType":1522,"tags":2229},"sessions cleanup 和 session maintenance 应该怎么配合","基于最新官方 sessions CLI 文档，解释 openclaw sessions cleanup 的作用范围、dry-run/enforce 语义、active-key 保护，以及它和 cron maintenance 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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",[1506,2455,2071,2456,1514],{"title":3016,"description":3017,"path":3018,"category":2641,"date":1563,"updatedAt":1563,"sourceType":1522,"source":3019,"tags":3020},"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",[3021,2578,3022,3023,3024],"showcase","home-assistant","nix","infrastructure",{"title":3026,"description":3027,"path":3028,"category":2846,"date":1655,"updatedAt":1655,"sourceType":1522,"source":3029,"tags":3030},"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",[1797,1497,1996,2917,1920],{"title":3032,"description":3033,"path":3034,"category":2846,"date":1655,"updatedAt":1655,"sourceType":1522,"source":3035,"tags":3036},"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 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[2199,2086,1797,2087,1514],{"title":3038,"description":3039,"path":3040,"category":2668,"date":2642,"updatedAt":1476,"sourceType":2336,"source":2670,"tags":3041},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[2196,2269,2197,1507,1515],{"title":3043,"description":3044,"path":3045,"category":2846,"date":1606,"updatedAt":1606,"sourceType":1522,"source":3046,"tags":3047},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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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",[3021,1497,1767,3058,3059],"vector-search","knowledge",{"title":3061,"description":3062,"path":3063,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":3064,"tags":3065},"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",[2435,1676,1704,1706,1775],{"title":3067,"description":3068,"path":3069,"category":2846,"date":1655,"updatedAt":1655,"sourceType":1522,"source":3070,"tags":3071},"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",[1828,1621,1658,1832,1495],{"title":3073,"description":3074,"path":3075,"category":2846,"date":1606,"updatedAt":1606,"sourceType":1522,"source":2903,"tags":3076},"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",[1614,2477,1769,1758,2158],{"title":3078,"description":3079,"path":3080,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":3081,"tags":3082},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[1649,1808,1493,1809,1810],{"title":3084,"description":3085,"path":3086,"category":2641,"date":1563,"updatedAt":1563,"sourceType":1522,"source":3087,"tags":3088},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[1550,2625,3089,2626,2199],"install",{"title":3091,"description":3092,"path":3093,"category":2846,"date":2039,"updatedAt":2039,"sourceType":1522,"source":2922,"tags":3094},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[2211,1760,1738,1809,1565],{"title":3096,"description":3097,"path":3098,"category":2846,"date":1683,"updatedAt":1683,"sourceType":1522,"source":3099,"tags":3100},"OpenClaw 正在把 Dashboard、WebChat 和 WebSocket 收成一套 operator surface","官方最近围绕 Dashboard、WebChat 和 Gateway Protocol 的文档更新，越来越清楚地把这些入口解释成同一套 operator surface 的不同层，而不是彼此割裂的功能页。","/news/openclaw-operator-surface-convergence-watch-2026-03-29","https://docs.openclaw.ai/gateway/protocol",[1551,1621,2047,2211,1650],{"title":3102,"description":3103,"path":3104,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":2946,"tags":3105},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 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",[1809,2314,1495,2315,1514],{"title":3107,"description":3108,"path":3109,"category":2641,"date":1563,"updatedAt":1563,"sourceType":1522,"source":3110,"tags":3111},"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",[1598,1730,1600,1729,1731],{"title":3113,"description":3114,"path":3115,"category":2846,"date":1606,"updatedAt":1606,"sourceType":1522,"source":3116,"tags":3117},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[1598,1712,2489,2490,2198],{"title":3119,"description":3120,"path":3121,"category":2846,"date":1606,"updatedAt":1606,"sourceType":1522,"source":3122,"tags":3123},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[1913,1914,1542,1784,1599],{"title":3125,"description":3126,"path":3127,"category":2846,"date":1683,"updatedAt":1683,"sourceType":1522,"source":3128,"tags":3129},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[1769,1614,1649,1758,1920],{"title":3131,"description":3132,"path":3133,"category":2846,"date":1683,"updatedAt":1683,"sourceType":1522,"source":3134,"tags":3135},"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",[1769,2283,1614,1493,1514],{"title":3137,"description":3138,"path":3139,"category":2641,"date":1563,"updatedAt":1563,"sourceType":1522,"source":2840,"tags":3140},"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",[2196,2197,2199,2198],{"title":3142,"description":3143,"path":3144,"category":2846,"date":1655,"updatedAt":1655,"sourceType":1522,"source":2860,"tags":3145},"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",[1551,1809,1649,1565,2101],{"title":3147,"description":3148,"path":3149,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":3150,"tags":3151},"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",[1658,1657,3152,1495,1659],"threads",{"title":3154,"description":3155,"path":3156,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":3157,"tags":3158},"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",[2517,3159,3160,2516,1514],"snapshot","rotation",{"title":3162,"description":3163,"path":3164,"category":2846,"date":1673,"updatedAt":1673,"sourceType":1522,"source":3029,"tags":3165},"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",[1677,1515,2386,1809,2237],{"title":3167,"description":3168,"path":3169,"category":2846,"date":1606,"updatedAt":1606,"sourceType":1522,"source":3170,"tags":3171},"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",[1515,2222,2224,2223,1514],{"title":3173,"description":3174,"path":3175,"category":3176,"date":1489,"updatedAt":1489,"sourceType":1729,"source":3177,"tags":3178},"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",[1515,3179,1841,1513],"compliance",{"title":3181,"description":3182,"path":3183,"category":2846,"date":1655,"updatedAt":1655,"sourceType":1522,"source":3157,"tags":3184},"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",[1515,2516,1784,3185,1514],"proxy",{"title":3187,"description":3188,"path":3189,"category":2846,"date":2528,"updatedAt":2528,"sourceType":1522,"source":3190,"tags":3191},"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",[1677,2531,1996,2530,1493],{"title":3193,"description":3194,"path":3195,"category":2846,"date":2528,"updatedAt":2528,"sourceType":1522,"source":3196,"tags":3197},"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 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