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\"format\"",[35,982,61],{"class":41},[35,984,985],{"class":78},"\"json\"\n",[35,987,988],{"class":37,"line":595},[35,989,770],{"class":41},[35,991,992],{"class":37,"line":773},[35,993,587],{"class":41},[35,995,996],{"class":37,"line":778},[35,997,138],{"class":41},[35,999,1000],{"class":37,"line":783},[35,1001,144],{"class":41},[17,1003,1004],{"id":1004},"性能调优",[21,1006,1007],{"id":1007},"连接池",[25,1009,1011],{"className":27,"code":1010,"language":29,"meta":30,"style":30},"{\n  \"database\": {\n    \"pool\": {\n      \"min\": 5,\n      \"max\": 20,\n      \"idle_timeout\": 30000\n    }\n  }\n}\n",[32,1012,1013,1017,1024,1031,1043,1055,1063,1067,1071],{"__ignoreMap":30},[35,1014,1015],{"class":37,"line":38},[35,1016,42],{"class":41},[35,1018,1019,1022],{"class":37,"line":45},[35,1020,1021],{"class":48},"  \"database\"",[35,1023,52],{"class":41},[35,1025,1026,1029],{"class":37,"line":55},[35,1027,1028],{"class":48},"    \"pool\"",[35,1030,52],{"class":41},[35,1032,1033,1036,1038,1041],{"class":37,"line":70},[35,1034,1035],{"class":48},"      \"min\"",[35,1037,61],{"class":41},[35,1039,1040],{"class":48},"5",[35,1042,67],{"class":41},[35,1044,1045,1048,1050,1053],{"class":37,"line":84},[35,1046,1047],{"class":48},"      \"max\"",[35,1049,61],{"class":41},[35,1051,1052],{"class":48},"20",[35,1054,67],{"class":41},[35,1056,1057,1059,1061],{"class":37,"line":92},[35,1058,415],{"class":48},[35,1060,61],{"class":41},[35,1062,275],{"class":48},[35,1064,1065],{"class":37,"line":105},[35,1066,132],{"class":41},[35,1068,1069],{"class":37,"line":118},[35,1070,138],{"class":41},[35,1072,1073],{"class":37,"line":129},[35,1074,144],{"class":41},[21,1076,1078],{"id":1077},"websocket-优化","WebSocket 优化",[25,1080,1082],{"className":27,"code":1081,"language":29,"meta":30,"style":30},"{\n  \"websocket\": {\n    \"max_connections\": 1000,\n    \"heartbeat_interval\": 30000,\n    \"message_queue_size\": 100\n  }\n}\n",[32,1083,1084,1088,1095,1107,1119,1129,1133],{"__ignoreMap":30},[35,1085,1086],{"class":37,"line":38},[35,1087,42],{"class":41},[35,1089,1090,1093],{"class":37,"line":45},[35,1091,1092],{"class":48},"  \"websocket\"",[35,1094,52],{"class":41},[35,1096,1097,1100,1102,1105],{"class":37,"line":55},[35,1098,1099],{"class":48},"    \"max_connections\"",[35,1101,61],{"class":41},[35,1103,1104],{"class":48},"1000",[35,1106,67],{"class":41},[35,1108,1109,1112,1114,1117],{"class":37,"line":70},[35,1110,1111],{"class":48},"    \"heartbeat_interval\"",[35,1113,61],{"class":41},[35,1115,1116],{"class":48},"30000",[35,1118,67],{"class":41},[35,1120,1121,1124,1126],{"class":37,"line":84},[35,1122,1123],{"class":48},"    \"message_queue_size\"",[35,1125,61],{"class":41},[35,1127,1128],{"class":48},"100\n",[35,1130,1131],{"class":37,"line":92},[35,1132,138],{"class":41},[35,1134,1135],{"class":37,"line":105},[35,1136,144],{"class":41},[17,1138,1139],{"id":1139},"告警配置",[21,1141,1142],{"id":1142},"告警规则",[25,1144,1146],{"className":27,"code":1145,"language":29,"meta":30,"style":30},"{\n  \"alerts\": {\n    \"rules\": [\n      {\n        \"name\": \"high_memory\",\n        \"condition\": \"memory_usage > 0.9\",\n        \"severity\": \"critical\",\n        \"action\": \"notify\"\n      },\n      {\n        \"name\": \"high_error_rate\",\n        \"condition\": \"errors_total / requests_total > 0.05\",\n        \"severity\": \"warning\",\n        \"action\": \"notify\"\n      },\n      {\n        \"name\": \"slow_response\",\n        \"condition\": \"p95_duration > 5000\",\n        \"severity\": \"warning\",\n        \"action\": \"notify\"\n      }\n    ]\n  }\n}\n",[32,1147,1148,1152,1159,1166,1170,1182,1194,1206,1216,1220,1224,1235,1246,1257,1265,1269,1273,1284,1295,1306,1315,1320,1325,1330],{"__ignoreMap":30},[35,1149,1150],{"class":37,"line":38},[35,1151,42],{"class":41},[35,1153,1154,1157],{"class":37,"line":45},[35,1155,1156],{"class":48},"  \"alerts\"",[35,1158,52],{"class":41},[35,1160,1161,1164],{"class":37,"line":55},[35,1162,1163],{"class":48},"    \"rules\"",[35,1165,542],{"class":41},[35,1167,1168],{"class":37,"line":70},[35,1169,686],{"class":41},[35,1171,1172,1175,1177,1180],{"class":37,"line":84},[35,1173,1174],{"class":48},"        \"name\"",[35,1176,61],{"class":41},[35,1178,1179],{"class":78},"\"high_memory\"",[35,1181,67],{"class":41},[35,1183,1184,1187,1189,1192],{"class":37,"line":92},[35,1185,1186],{"class":48},"        \"condition\"",[35,1188,61],{"class":41},[35,1190,1191],{"class":78},"\"memory_usage > 0.9\"",[35,1193,67],{"class":41},[35,1195,1196,1199,1201,1204],{"class":37,"line":105},[35,1197,1198],{"class":48},"        \"severity\"",[35,1200,61],{"class":41},[35,1202,1203],{"class":78},"\"critical\"",[35,1205,67],{"class":41},[35,1207,1208,1211,1213],{"class":37,"line":118},[35,1209,1210],{"class":48},"        \"action\"",[35,1212,61],{"class":41},[35,1214,1215],{"class":78},"\"notify\"\n",[35,1217,1218],{"class":37,"line":129},[35,1219,713],{"class":41},[35,1221,1222],{"class":37,"line":135},[35,1223,686],{"class":41},[35,1225,1226,1228,1230,1233],{"class":37,"line":141},[35,1227,1174],{"class":48},[35,1229,61],{"class":41},[35,1231,1232],{"class":78},"\"high_error_rate\"",[35,1234,67],{"class":41},[35,1236,1237,1239,1241,1244],{"class":37,"line":472},[35,1238,1186],{"class":48},[35,1240,61],{"class":41},[35,1242,1243],{"class":78},"\"errors_total / requests_total > 0.05\"",[35,1245,67],{"class":41},[35,1247,1248,1250,1252,1255],{"class":37,"line":477},[35,1249,1198],{"class":48},[35,1251,61],{"class":41},[35,1253,1254],{"class":78},"\"warning\"",[35,1256,67],{"class":41},[35,1258,1259,1261,1263],{"class":37,"line":590},[35,1260,1210],{"class":48},[35,1262,61],{"class":41},[35,1264,1215],{"class":78},[35,1266,1267],{"class":37,"line":595},[35,1268,713],{"class":41},[35,1270,1271],{"class":37,"line":773},[35,1272,686],{"class":41},[35,1274,1275,1277,1279,1282],{"class":37,"line":778},[35,1276,1174],{"class":48},[35,1278,61],{"class":41},[35,1280,1281],{"class":78},"\"slow_response\"",[35,1283,67],{"class":41},[35,1285,1286,1288,1290,1293],{"class":37,"line":783},[35,1287,1186],{"class":48},[35,1289,61],{"class":41},[35,1291,1292],{"class":78},"\"p95_duration > 5000\"",[35,1294,67],{"class":41},[35,1296,1298,1300,1302,1304],{"class":37,"line":1297},19,[35,1299,1198],{"class":48},[35,1301,61],{"class":41},[35,1303,1254],{"class":78},[35,1305,67],{"class":41},[35,1307,1309,1311,1313],{"class":37,"line":1308},20,[35,1310,1210],{"class":48},[35,1312,61],{"class":41},[35,1314,1215],{"class":78},[35,1316,1318],{"class":37,"line":1317},21,[35,1319,770],{"class":41},[35,1321,1323],{"class":37,"line":1322},22,[35,1324,587],{"class":41},[35,1326,1328],{"class":37,"line":1327},23,[35,1329,138],{"class":41},[35,1331,1333],{"class":37,"line":1332},24,[35,1334,144],{"class":41},[21,1336,1337],{"id":1337},"通知渠道",[25,1339,1341],{"className":27,"code":1340,"language":29,"meta":30,"style":30},"{\n  \"alerts\": {\n    \"channels\": {\n      \"email\": {\n        \"enabled\": true,\n        \"recipients\": [\"admin@example.com\"]\n      },\n      \"slack\": {\n        \"enabled\": true,\n        \"webhook\": \"${SLACK_WEBHOOK}\"\n      }\n    }\n  }\n}\n",[32,1342,1343,1347,1353,1360,1367,1378,1390,1394,1401,1411,1421,1425,1429,1433],{"__ignoreMap":30},[35,1344,1345],{"class":37,"line":38},[35,1346,42],{"class":41},[35,1348,1349,1351],{"class":37,"line":45},[35,1350,1156],{"class":48},[35,1352,52],{"class":41},[35,1354,1355,1358],{"class":37,"line":55},[35,1356,1357],{"class":48},"    \"channels\"",[35,1359,52],{"class":41},[35,1361,1362,1365],{"class":37,"line":70},[35,1363,1364],{"class":48},"      \"email\"",[35,1366,52],{"class":41},[35,1368,1369,1372,1374,1376],{"class":37,"line":84},[35,1370,1371],{"class":48},"        \"enabled\"",[35,1373,61],{"class":41},[35,1375,64],{"class":48},[35,1377,67],{"class":41},[35,1379,1380,1383,1385,1388],{"class":37,"line":92},[35,1381,1382],{"class":48},"        \"recipients\"",[35,1384,648],{"class":41},[35,1386,1387],{"class":78},"\"admin@example.com\"",[35,1389,654],{"class":41},[35,1391,1392],{"class":37,"line":105},[35,1393,713],{"class":41},[35,1395,1396,1399],{"class":37,"line":118},[35,1397,1398],{"class":48},"      \"slack\"",[35,1400,52],{"class":41},[35,1402,1403,1405,1407,1409],{"class":37,"line":129},[35,1404,1371],{"class":48},[35,1406,61],{"class":41},[35,1408,64],{"class":48},[35,1410,67],{"class":41},[35,1412,1413,1416,1418],{"class":37,"line":135},[35,1414,1415],{"class":48},"        \"webhook\"",[35,1417,61],{"class":41},[35,1419,1420],{"class":78},"\"${SLACK_WEBHOOK}\"\n",[35,1422,1423],{"class":37,"line":141},[35,1424,770],{"class":41},[35,1426,1427],{"class":37,"line":472},[35,1428,132],{"class":41},[35,1430,1431],{"class":37,"line":477},[35,1432,138],{"class":41},[35,1434,1435],{"class":37,"line":590},[35,1436,144],{"class":41},[17,1438,1439],{"id":1439},"性能测试",[21,1441,1442],{"id":1442},"负载测试",[25,1444,1448],{"className":1445,"code":1446,"language":1447,"meta":30,"style":30},"language-bash shiki shiki-themes github-light github-dark","# 使用 wrk 进行负载测试\nwrk -t4 -c100 -d30s http://localhost:18789/health\n","bash",[32,1449,1450,1456],{"__ignoreMap":30},[35,1451,1452],{"class":37,"line":38},[35,1453,1455],{"class":1454},"sJ8bj","# 使用 wrk 进行负载测试\n",[35,1457,1458,1462,1465,1468,1471],{"class":37,"line":45},[35,1459,1461],{"class":1460},"sScJk","wrk",[35,1463,1464],{"class":48}," -t4",[35,1466,1467],{"class":48}," -c100",[35,1469,1470],{"class":48}," -d30s",[35,1472,1473],{"class":78}," http://localhost:18789/health\n",[21,1475,1476],{"id":1476},"压力测试脚本",[25,1478,1482],{"className":1479,"code":1480,"language":1481,"meta":30,"style":30},"language-python shiki shiki-themes github-light github-dark","import asyncio\nimport aiohttp\n\nasync def load_test():\n    async with aiohttp.ClientSession() as session:\n        tasks = []\n        for _ in range(100):\n            task = session.get('http://localhost:18789/api/chat')\n            tasks.append(task)\n        \n        responses = await asyncio.gather(*tasks)\n        print(f\"完成 {len(responses)} 个请求\")\n\nasyncio.run(load_test())\n","python",[32,1483,1484,1489,1494,1500,1505,1510,1515,1520,1525,1530,1535,1540,1545,1549],{"__ignoreMap":30},[35,1485,1486],{"class":37,"line":38},[35,1487,1488],{},"import asyncio\n",[35,1490,1491],{"class":37,"line":45},[35,1492,1493],{},"import aiohttp\n",[35,1495,1496],{"class":37,"line":55},[35,1497,1499],{"emptyLinePlaceholder":1498},true,"\n",[35,1501,1502],{"class":37,"line":70},[35,1503,1504],{},"async def load_test():\n",[35,1506,1507],{"class":37,"line":84},[35,1508,1509],{},"    async with aiohttp.ClientSession() as session:\n",[35,1511,1512],{"class":37,"line":92},[35,1513,1514],{},"        tasks = []\n",[35,1516,1517],{"class":37,"line":105},[35,1518,1519],{},"        for _ in range(100):\n",[35,1521,1522],{"class":37,"line":118},[35,1523,1524],{},"            task = session.get('http://localhost:18789/api/chat')\n",[35,1526,1527],{"class":37,"line":129},[35,1528,1529],{},"            tasks.append(task)\n",[35,1531,1532],{"class":37,"line":135},[35,1533,1534],{},"        \n",[35,1536,1537],{"class":37,"line":141},[35,1538,1539],{},"        responses = await asyncio.gather(*tasks)\n",[35,1541,1542],{"class":37,"line":472},[35,1543,1544],{},"        print(f\"完成 {len(responses)} 个请求\")\n",[35,1546,1547],{"class":37,"line":477},[35,1548,1499],{"emptyLinePlaceholder":1498},[35,1550,1551],{"class":37,"line":590},[35,1552,1553],{},"asyncio.run(load_test())\n",[17,1555,1556],{"id":1556},"下一步",[1558,1559,1560,1568,1574],"ul",{},[1561,1562,1563],"li",{},[1564,1565,1567],"a",{"href":1566},"/best-practices/docker-deployment","Docker 部署",[1561,1569,1570],{},[1564,1571,1573],{"href":1572},"/docs/operations/safety-basics","安全配置",[1561,1575,1576],{},[1564,1577,1579],{"href":1578},"/docs/reference/troubleshooting","故障排除",[1581,1582,1583],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .s9eBZ, html code.shiki .s9eBZ{--shiki-default:#22863A;--shiki-dark:#85E89D}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}",{"title":30,"searchDepth":45,"depth":45,"links":1585},[1586,1591,1595,1600,1604,1608,1612,1616],{"id":19,"depth":45,"text":19,"children":1587},[1588,1589,1590],{"id":23,"depth":55,"text":23},{"id":147,"depth":55,"text":147},{"id":219,"depth":55,"text":219},{"id":290,"depth":45,"text":290,"children":1592},[1593,1594],{"id":293,"depth":55,"text":293},{"id":375,"depth":55,"text":375},{"id":482,"depth":45,"text":482,"children":1596},[1597,1598,1599],{"id":485,"depth":55,"text":485},{"id":600,"depth":55,"text":601},{"id":657,"depth":55,"text":658},{"id":788,"depth":45,"text":788,"children":1601},[1602,1603],{"id":791,"depth":55,"text":791},{"id":873,"depth":55,"text":873},{"id":1004,"depth":45,"text":1004,"children":1605},[1606,1607],{"id":1007,"depth":55,"text":1007},{"id":1077,"depth":55,"text":1078},{"id":1139,"depth":45,"text":1139,"children":1609},[1610,1611],{"id":1142,"depth":55,"text":1142},{"id":1337,"depth":55,"text":1337},{"id":1439,"depth":45,"text":1439,"children":1613},[1614,1615],{"id":1442,"depth":55,"text":1442},{"id":1476,"depth":55,"text":1476},{"id":1556,"depth":45,"text":1556},"运维优化",null,"优化 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助手体验。","/docs/manual/local-models-ollama",[1996,1997,1998,1999,1748],"ollama","local-model","llm","privacy",{"title":2001,"description":2002,"path":2003,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2004},"节点位置能力怎么用","基于最新官方 Location Command 文档，整理 OpenClaw 的 location.get 能力、权限模式、精确位置开关，以及它和普通聊天入口的边界。","/docs/manual/location-command-nodes",[2005,1807,1851,2006,2007],"location","permissions","gps",{"title":2009,"description":2010,"path":2011,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2012},"记忆文件怎么分层加载","基于最新官方 Memory 文档，整理 OpenClaw 的 daily log、MEMORY.md、memory_search 和 memory_get 各自适合存什么，以及为什么群组上下文不该直接读长期记忆。","/docs/manual/memory-files-and-loading-boundaries",[1653,2013,1955,2014,2015],"markdown","memory_search","memory_get",{"title":2017,"description":2018,"path":2019,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2020},"memory plugin slot 和 Markdown source of truth 怎么配合","基于最新官方 Memory、CLI memory 与 Plugins 文档，解释为什么 OpenClaw 记忆的 source of truth 仍然是 Markdown 文件，以及 plugins.slots.memory 该怎么理解和切换。","/docs/manual/memory-plugin-slots-and-source-of-truth",[1653,1755,2021,2022,2013],"lancedb","memory-core",{"title":2024,"description":2025,"path":2026,"category":1797,"updatedAt":1678,"sourceType":1679,"tags":2027},"记忆搜索与索引机制","基于官方记忆概念和 memory CLI 文档，解释记忆文件、索引来源、provider 选择以及排障时该看什么。","/docs/manual/memory-search-and-indexing",[1653,2028,2029,2030,2021],"search","indexing","embeddings",{"title":2032,"description":2033,"path":2034,"category":1797,"updatedAt":1632,"sourceType":1625,"tags":2035},"OpenClaw 记忆系统怎么工作","理解 OpenClaw 的 SOUL、Tools、用户长期记忆和会话上下文如何协作，以及为什么它更像持续运行的系统而不是一次性聊天窗口。","/docs/manual/memory-system",[1653,1800,1835,2036],"logs",{"title":2038,"description":2039,"path":2040,"category":1797,"updatedAt":1632,"sourceType":1679,"tags":2041},"Memory、Tools、Skills 如何协同","记忆层负责保留什么，Tools 负责执行什么，Skills 负责组织什么，三者该怎么分工才不会让 OpenClaw 越用越乱。","/docs/manual/memory-tools-skills-playbook",[1653,1652,1664,1800,1699],{"title":2043,"description":2044,"path":2045,"category":1797,"updatedAt":1678,"sourceType":1679,"tags":2046},"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",[1986,2047,1990,1862,1864],"retry",{"title":2049,"description":2050,"path":2051,"category":1840,"updatedAt":1841,"sourceType":1679,"tags":2052},"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",[1771,2053,2054,2055,2056,1844],"allowlist","aliases","image","gating",{"title":2058,"description":2059,"path":2060,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2061},"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",[1771,1998,1927,1816],{"title":2063,"description":2064,"path":2065,"category":1797,"updatedAt":1632,"sourceType":1679,"tags":2066},"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",[1807,1851,1850,1910,1967],{"title":2068,"description":2069,"path":2070,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2071},"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",[2072,2073,1756,1942,1699],"openprose","lobster",{"title":2075,"description":2076,"path":2077,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2078},"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",[1755,1757,1700,1889,2079],"governance",{"title":2081,"description":2082,"path":2083,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2084},"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",[1755,2085,2086,2087,1663],"manifest","schema","validation",{"title":2089,"description":2090,"path":2091,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2092},"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",[1755,2093,1651,2094,1889],"package-packs","metadata",{"title":2096,"description":2097,"path":2098,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2099},"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",[1755,1889,1664,1652,2100],"cli",{"title":2102,"description":2103,"path":2104,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2105},"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",[1927,1771,2106,2107,1996],"fallback","openrouter",{"title":2109,"description":2110,"path":2111,"category":1797,"updatedAt":1632,"sourceType":1625,"tags":2112},"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",[1835,1967,1651,1916],{"title":2114,"description":2115,"path":2116,"category":1840,"updatedAt":1841,"sourceType":1679,"tags":2117},"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",[1664,2138,2139,2140,2141],"config","allowBundled","watch","env",{"title":2143,"description":2144,"path":2145,"category":1797,"updatedAt":2146,"sourceType":1679,"tags":2147},"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",[1664,1870,1652,1672],{"title":2149,"description":2150,"path":2151,"category":1797,"updatedAt":1678,"sourceType":1679,"tags":2152},"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",[2153,2154,2155,2156,1955],"system-prompt","context","compaction","pruning",{"title":2158,"description":2159,"path":2160,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2161},"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",[2178,2179,1927,1748,2180],"vllm","local-models","inference",{"title":2182,"description":2183,"path":2184,"category":1797,"updatedAt":1632,"sourceType":1679,"tags":2185},"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",[1910,2186,2187,1807,1851],"wake-word","talk-mode",{"title":2189,"description":2190,"path":2191,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2192},"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",[1778,2193,2100,1649,1651],"message",{"title":2195,"description":2196,"path":2197,"category":1797,"updatedAt":2198,"sourceType":1679,"tags":2199},"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",[1778,2200,1708,1649,1948],"api",{"title":2202,"description":2203,"path":2204,"category":1797,"updatedAt":1720,"sourceType":1679,"tags":2205},"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",[1778,1955,2206,2207,2208],"websocket","readonly","chat",{"title":2210,"description":2211,"path":2212,"category":1797,"updatedAt":1763,"sourceType":1679,"tags":2213},"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",[2214,1757,1700,2215,1672],"webhooks","integrations",{"title":2217,"description":2218,"path":2219,"category":2220,"updatedAt":1813,"sourceType":1679,"tags":2221},"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",[1942,1940,2208,2222,1671],"forwarding",{"title":2224,"description":2225,"path":2226,"category":2220,"updatedAt":1720,"sourceType":1679,"tags":2227},"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",[1663,2228,2229,2230,2231],"hot-reload","includes","merge","restart",{"title":2233,"description":2234,"path":2235,"category":2220,"updatedAt":1720,"sourceType":1679,"tags":2236},"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",[1896,1708,2237,2238,2239],"remote-access","tailscale","allowedOrigins",{"title":2241,"description":2242,"path":2243,"category":2220,"updatedAt":1813,"sourceType":1679,"tags":2244},"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",[2245,2246,2156,2247,1671],"cron","retention","runlog",{"title":2249,"description":2250,"path":2251,"category":2220,"updatedAt":1720,"sourceType":1679,"tags":2252},"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",[1700,2245,2253,2254,1671],"heartbeat","scheduling",{"title":2256,"description":2257,"path":2258,"category":2220,"updatedAt":1813,"sourceType":1679,"tags":2259},"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",[1708,1896,1722,1672,2260],"admin",{"title":2262,"description":2263,"path":2264,"category":2220,"updatedAt":2198,"sourceType":1679,"tags":2265},"Dashboard 遇到 unauthorized、1008 和 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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",[1835,1649,1778,1708,2441],{"title":2581,"description":2582,"path":2583,"category":2435,"updatedAt":1841,"sourceType":1679,"tags":2584},"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",[1649,2206,2585,2586,2441],"protocol","scopes",{"title":2588,"description":2589,"path":2590,"category":2435,"updatedAt":1831,"sourceType":1679,"tags":2591},"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 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[1653,2625,2626,2627,2628,2441],"hybrid-search","ranking","mmr","retrieval",{"title":2630,"description":2631,"path":2632,"category":2435,"updatedAt":1763,"sourceType":1679,"tags":2633},"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",[1771,2634,1916,1927,2441],"probe",{"title":2636,"description":2637,"path":2638,"category":2435,"updatedAt":2136,"sourceType":1679,"tags":2639},"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",[1967,1968,2471,2640,2260],"credentials",{"title":2642,"description":2643,"path":2644,"category":2435,"updatedAt":1763,"sourceType":1679,"tags":2645},"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",[1755,1870,2646,2647,2356,2441],"npm","pin",{"title":2649,"description":2650,"path":2651,"category":2526,"updatedAt":1720,"sourceType":1679,"tags":2652},"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",[2528,2653,2036,1927,1999],"raw-stream",{"title":2655,"description":2656,"path":2657,"category":2435,"updatedAt":1841,"sourceType":1679,"tags":2658},"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",[1722,2659,1916,1649,2441],"tlsFingerprint",{"title":2661,"description":2662,"path":2663,"category":2435,"updatedAt":1841,"sourceType":1679,"tags":2664},"回复机器人消息也算 mention 吗，pending history 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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",[1835,1672,2543,1967,2053],{"title":2682,"description":2683,"path":2684,"category":2435,"updatedAt":2685,"sourceType":1679,"tags":2686},"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",[1835,2687,2688,2155,2441],"transcript","jsonl",{"title":2690,"description":2691,"path":2692,"category":2435,"updatedAt":2685,"sourceType":1679,"tags":2693},"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",[1955,2100,2694,2379,1671],"store",{"title":2696,"description":2697,"path":2698,"category":2435,"updatedAt":1841,"sourceType":1679,"tags":2699},"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",[1672,2394,2379,2700,2441],"ingress",{"title":2702,"description":2703,"path":2704,"category":2435,"updatedAt":1720,"sourceType":1679,"tags":2705},"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",[2100,2288,2706,2036,2707],"health","troubleshooting",{"title":2709,"description":2710,"path":2711,"category":2435,"updatedAt":2685,"sourceType":1679,"tags":2712},"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",[2687,2713,1927,2714,2441],"hygiene","tool-calls",{"title":2716,"description":2717,"path":1578,"category":2526,"updatedAt":1632,"sourceType":1679,"tags":2718},"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。",[2707,2279,2288,2036],{"title":2720,"description":2721,"path":2722,"category":2435,"updatedAt":1813,"sourceType":1679,"tags":2723},"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",[1778,2724,2725,2687,2441],"history","inject",{"title":2727,"description":2728,"path":2729,"category":2730,"updatedAt":1763,"sourceType":1679,"tags":2731},"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",[2732,2733,2734,2735,2307,2308],"china","cloud","deployment","feishu",{"title":2737,"description":2738,"path":2739,"category":2730,"updatedAt":1632,"sourceType":1679,"tags":2740},"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",[2734,1723,2741,2733,2742],"docker","wsl2",{"title":2744,"description":2745,"path":2746,"category":2730,"updatedAt":2146,"sourceType":1679,"tags":2747},"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",[1706,2646,2748,2742],"install-script",{"title":2750,"description":2751,"path":2752,"category":2730,"updatedAt":1720,"sourceType":1679,"tags":2753},"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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顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[1834,2592,2053,1986,1816],{"title":3162,"description":3163,"path":3164,"category":3004,"date":1841,"updatedAt":1841,"sourceType":1679,"source":3159,"tags":3165},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[1834,2665,3166,1833,2079],"activation",{"title":3168,"description":3169,"path":3170,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3171,"tags":3172},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 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",[1663,2612,2230,2613,1671],{"title":3174,"description":3175,"path":3176,"category":2797,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3177,"tags":3178},"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",[3179,2734,3180,3181,3182],"showcase","home-assistant","nix","infrastructure",{"title":3184,"description":3185,"path":3186,"category":3004,"date":1813,"updatedAt":1813,"sourceType":1679,"source":3187,"tags":3188},"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",[1955,1653,2155,3075,2079],{"title":3190,"description":3191,"path":3192,"category":3004,"date":1813,"updatedAt":1813,"sourceType":1679,"source":3193,"tags":3194},"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",[2357,2245,1955,2246,1671],{"title":3196,"description":3197,"path":3198,"category":2824,"date":2798,"updatedAt":1632,"sourceType":2493,"source":2826,"tags":3199},"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",[2354,2426,2355,1664,1672],{"title":3201,"description":3202,"path":3203,"category":3004,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3204,"tags":3205},"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",[3179,1653,1925,3216,3217],"vector-search","knowledge",{"title":3219,"description":3220,"path":3221,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3222,"tags":3223},"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",[2592,1834,1862,1864,1933],{"title":3225,"description":3226,"path":3227,"category":3004,"date":1813,"updatedAt":1813,"sourceType":1679,"source":3228,"tags":3229},"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",[1986,1778,1816,1990,1651],{"title":3231,"description":3232,"path":3233,"category":3004,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3061,"tags":3234},"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",[1771,2634,1927,1916,1631],{"title":3236,"description":3237,"path":3238,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3239,"tags":3240},"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",[1807,1966,1649,1967,1968],{"title":3242,"description":3243,"path":3244,"category":2797,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3245,"tags":3246},"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",[1707,2781,3247,2782,2357],"install",{"title":3249,"description":3250,"path":3251,"category":3004,"date":2198,"updatedAt":2198,"sourceType":1679,"source":3080,"tags":3252},"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",[2369,1918,1896,1967,1722],{"title":3254,"description":3255,"path":3256,"category":3004,"date":1841,"updatedAt":1841,"sourceType":1679,"source":3257,"tags":3258},"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",[1708,1778,2206,2369,1808],{"title":3260,"description":3261,"path":3262,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3104,"tags":3263},"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",[1967,2471,1651,2472,1671],{"title":3265,"description":3266,"path":3267,"category":2797,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3268,"tags":3269},"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",[1755,1888,1757,1887,1889],{"title":3271,"description":3272,"path":3273,"category":3004,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3274,"tags":3275},"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",[1755,1870,2646,2647,2356],{"title":3277,"description":3278,"path":3279,"category":3004,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3280,"tags":3281},"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",[2072,2073,1699,1942,1756],{"title":3283,"description":3284,"path":3285,"category":3004,"date":1841,"updatedAt":1841,"sourceType":1679,"source":3286,"tags":3287},"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",[1927,1771,1807,1916,2079],{"title":3289,"description":3290,"path":3291,"category":3004,"date":1841,"updatedAt":1841,"sourceType":1679,"source":3292,"tags":3293},"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",[1927,2440,1771,1649,1671],{"title":3295,"description":3296,"path":3297,"category":2797,"date":1720,"updatedAt":1720,"sourceType":1679,"source":2998,"tags":3298},"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",[2354,2355,2357,2356],{"title":3300,"description":3301,"path":3302,"category":3004,"date":1813,"updatedAt":1813,"sourceType":1679,"source":3018,"tags":3303},"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",[1708,1967,1807,1722,2260],{"title":3305,"description":3306,"path":3307,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3308,"tags":3309},"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",[1816,1815,3310,1651,1817],"threads",{"title":3312,"description":3313,"path":3314,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3315,"tags":3316},"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",[2674,3317,3318,2673,1671],"snapshot","rotation",{"title":3320,"description":3321,"path":3322,"category":3004,"date":1831,"updatedAt":1831,"sourceType":1679,"source":3187,"tags":3323},"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",[1835,1672,2543,1967,2394],{"title":3325,"description":3326,"path":3327,"category":3004,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3328,"tags":3329},"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",[1672,2379,2381,2380,1671],{"title":3331,"description":3332,"path":3333,"category":3334,"date":1645,"updatedAt":1645,"sourceType":1887,"source":3335,"tags":3336},"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",[1672,3337,1999,1670],"compliance",{"title":3339,"description":3340,"path":3341,"category":3004,"date":1813,"updatedAt":1813,"sourceType":1679,"source":3315,"tags":3342},"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 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