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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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hooks。","/docs/manual/hook-lifecycle-events",[1757,2011,2012,1700,1755],"lifecycle","events",{"title":2014,"description":2015,"path":2016,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2017},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[1757,1700,1976,2012],{"title":2019,"description":2020,"path":2021,"category":1808,"updatedAt":1843,"sourceType":1679,"tags":2022},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 各自解决什么问题，避免把“回复慢”都误判成模型问题。","/docs/manual/inbound-dedupe-and-debounce",[2023,2024,2025,2026,2027],"messages","queueing","dedupe","debounce","delivery",{"title":2029,"description":2030,"path":2031,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2032},"本地模型支持（Ollama）","使用 Ollama 在本地运行大语言模型，实现隐私优先、零成本的 AI 助手体验。","/docs/manual/local-models-ollama",[2033,2034,2035,2036,1748],"ollama","local-model","llm","privacy",{"title":2038,"description":2039,"path":2040,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2041},"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",[2042,1817,1880,2043,2044],"location","permissions","gps",{"title":2046,"description":2047,"path":2048,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2049},"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",[1653,2050,1803,2051,2052],"markdown","memory_search","memory_get",{"title":2054,"description":2055,"path":2056,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2057},"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",[1653,1755,2058,2059,2050],"lancedb","memory-core",{"title":2061,"description":2062,"path":2063,"category":1808,"updatedAt":1966,"sourceType":1679,"tags":2064},"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",[1653,2065,2066,2067,2058],"search","indexing","embeddings",{"title":2069,"description":2070,"path":2071,"category":1808,"updatedAt":1632,"sourceType":1625,"tags":2072},"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",[1653,1810,1865,2073],"logs",{"title":2075,"description":2076,"path":2077,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2078},"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",[1653,1652,1664,1810,1699],{"title":2080,"description":2081,"path":2082,"category":1808,"updatedAt":1966,"sourceType":1679,"tags":2083},"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",[2023,2084,2027,1891,1893],"retry",{"title":2086,"description":2087,"path":2088,"category":1870,"updatedAt":1871,"sourceType":1679,"tags":2089},"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",[1771,2090,2091,2092,2093,1797],"allowlist","aliases","image","gating",{"title":2095,"description":2096,"path":2097,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2098},"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",[1771,2035,1836,1846],{"title":2100,"description":2101,"path":2102,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2103},"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",[1817,1880,1879,1939,2004],{"title":2105,"description":2106,"path":2107,"category":1797,"updatedAt":1798,"sourceType":1679,"tags":2108},"OAuth 认证与多账号管理","理解 OpenClaw 如何处理 OAuth 认证、Token 存储和多账号路由，以及常见问题排查。","/docs/manual/oauth-auth",[2109,1838,2110,2111,2112],"oauth","codex","claude","profiles",{"title":2114,"description":2115,"path":2116,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2117},"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",[2118,2119,1756,1970,1699],"openprose","lobster",{"title":2121,"description":2122,"path":2123,"category":1797,"updatedAt":2124,"sourceType":1679,"tags":2125},"平台支持总览","OpenClaw 支持的操作系统和部署平台，包括 Gateway、桌面应用和移动节点。","/docs/manual/platforms-overview","2026-06-06",[2126,1855,2127,2128,2129,2130,2131],"platforms","ios","android","windows","linux","install",{"title":2133,"description":2134,"path":2135,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2136},"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",[1755,1757,1700,1918,2137],"governance",{"title":2139,"description":2140,"path":2141,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2142},"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",[1755,2143,2144,2145,1663],"manifest","schema","validation",{"title":2147,"description":2148,"path":2149,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2150},"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",[1755,2151,1651,2152,1918],"package-packs","metadata",{"title":2154,"description":2155,"path":2156,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2157},"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",[1755,1918,1664,1652,1828],{"title":2159,"description":2160,"path":2161,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2162},"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",[1836,1771,2163,2164,2033],"fallback","openrouter",{"title":2166,"description":2167,"path":2168,"category":1797,"updatedAt":1798,"sourceType":1679,"tags":2169},"Queue 系统与消息转向","理解 OpenClaw 的 Queue 系统、消息转向模式和并发控制机制。","/docs/manual/queue-system",[2170,2171,2172,2023],"queue","steering","concurrency",{"title":2174,"description":2175,"path":2176,"category":1808,"updatedAt":1823,"sourceType":1679,"tags":2177},"用 SearXNG 给 OpenClaw 配自托管 web_search","基于最新官方 SearXNG Search 文档，整理 OpenClaw 如何接入自托管 SearXNG 作为 web_search provider，以及生产环境里最该注意哪些边界。","/docs/manual/searxng-search-provider",[2178,2179,1652,2065,1748],"searxng","web-search",{"title":2181,"description":2182,"path":2183,"category":1808,"updatedAt":1632,"sourceType":1625,"tags":2184},"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",[1865,2004,1651,1838],{"title":2186,"description":2187,"path":2188,"category":1870,"updatedAt":1871,"sourceType":1679,"tags":2189},"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 各自适合什么场景，帮助团队判断什么时候该扩到会话日志检索。","/docs/manual/session-memory-search-and-index-refresh",[1653,1803,2066,2190,1797],"cache",{"title":2192,"description":2193,"path":2194,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2195},"Signal 渠道接入重点","Signal 为什么更强调 dedicated number、signal-cli 和 pairing，长期运行时最容易踩哪些坑。","/docs/manual/signal-channel",[1651,2196,2197,2004,2036],"signal","signal-cli",{"title":2199,"description":2200,"path":2201,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2202},"Signal 群组与 daemon 模式怎么配","基于最新官方 Signal 文档，整理 Signal 在 OpenClaw 里的群组隔离、外部 daemon 模式、多账号和 config writes 边界。","/docs/manual/signal-groups-and-daemon-mode",[2196,1864,1714,2203,1651],"multi-account",{"title":2205,"description":2206,"path":2207,"category":1808,"updatedAt":2208,"sourceType":1679,"tags":2209},"Skills 配置与热重载","理解 OpenClaw 的 skills 配置项、allowBundled、extraDirs、watch、entries.enabled 和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1664,2210,2211,2212,2213],"config","allowBundled","watch","env",{"title":2215,"description":2216,"path":2217,"category":1808,"updatedAt":2218,"sourceType":1679,"tags":2219},"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",[1664,1899,1652,1672],{"title":2221,"description":2222,"path":2223,"category":1797,"updatedAt":1798,"sourceType":1679,"tags":2224},"流式输出与分块机制","理解 OpenClaw 的两层流式输出机制：块流式（实时发送）和预览流式（实时预览），以及如何配置。","/docs/manual/streaming-and-chunking",[2225,2226,2227,2228,1651],"streaming","chunking","block","preview",{"title":2230,"description":2231,"path":2232,"category":1808,"updatedAt":1966,"sourceType":1679,"tags":2233},"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",[2234,2235,2236,2237,1803],"system-prompt","context","compaction","pruning",{"title":2239,"description":2240,"path":2241,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2242},"Telegram 与 WhatsApp 接入重点","两个最常见的入门渠道该怎么选、各自依赖什么认证方式，以及群聊和私聊里最容易踩的坑。","/docs/manual/telegram-and-whatsapp",[1651,1891,1892,2004,2243],"bot",{"title":2245,"description":2246,"path":2247,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2248},"Telegram 和 Discord 作为审批入口时该怎么收边界","基于最新官方 Exec Approvals 文档，解释 Telegram 与 Discord 作为 exec approval 客户端时分别扮演什么角色、哪些配置值得先看，以及为什么它们适合作为受控审批入口而不是普通开放群聊。","/docs/manual/telegram-discord-approval-clients",[1891,1893,1970,1651,1968,1672],{"title":2250,"description":2251,"path":2252,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2253},"OpenClaw 的 Tools 与扩展能力概览","从中文用户角度理解 OpenClaw 的工具层、技能层和自动化扩展边界，知道它为什么不只是聊天助手。","/docs/manual/tools-overview",[1652,1664,1757,1700],{"title":2255,"description":2256,"path":2257,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2258},"vLLM 本地模型 Provider 怎么接","基于最新官方 vLLM provider 文档，整理 OpenClaw 如何接入 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",[2259,2260,1836,1748,2261],"vllm","local-models","inference",{"title":2263,"description":2264,"path":2265,"category":1808,"updatedAt":1632,"sourceType":1679,"tags":2266},"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",[1939,2267,2268,1817,1880],"wake-word","talk-mode",{"title":2270,"description":2271,"path":2272,"category":1808,"updatedAt":1763,"sourceType":1679,"tags":2273},"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",[1778,2274,1828,1649,1651],"message",{"title":2276,"description":2277,"path":2278,"category":1808,"updatedAt":2279,"sourceType":1679,"tags":2280},"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",[1778,2281,1708,1649,1976],"api",{"title":2283,"description":2284,"path":2285,"category":1808,"updatedAt":1720,"sourceType":1679,"tags":2286},"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 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和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1708,1945,2603,2604,1838],"secretref","sessionStorage",{"title":2606,"description":2607,"path":2608,"category":2609,"updatedAt":1966,"sourceType":1679,"tags":2610},"调试、运行时覆盖与开发排障","基于官方 debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 以及排查流式输出异常时最值得先看的入口。","/docs/reference/debugging-and-runtime-overrides","排错",[2611,2612,2613,2359,2073],"debugging","debug","runtime-overrides",{"title":2615,"description":2616,"path":2617,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2618},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[2526,2619,2620,2612,2520],"logging","flags",{"title":2622,"description":2623,"path":2624,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2625},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[2213,1663,1873,2639,2520],"shell",{"title":2641,"description":2642,"path":2643,"category":2514,"updatedAt":1763,"sourceType":1646,"tags":2644},"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",[2645,2433,1916,2646,2435],"sources","trust",{"title":2648,"description":2649,"path":2650,"category":2514,"updatedAt":1720,"sourceType":1679,"tags":2651},"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",[1649,2652,1828,2287,1818],"rpc",{"title":2654,"description":2655,"path":2656,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2657},"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",[2004,2005,1649,1817,2520],{"title":2659,"description":2660,"path":2661,"category":2514,"updatedAt":2279,"sourceType":1679,"tags":2662},"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",[1865,1649,1778,1708,2520],{"title":2664,"description":2665,"path":2666,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2667},"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",[1649,2287,2668,2669,2520],"protocol","scopes",{"title":2671,"description":2672,"path":2673,"category":2514,"updatedAt":1861,"sourceType":1679,"tags":2674},"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",[1864,2675,1846,2090,2023],"mention",{"title":2677,"description":2678,"path":2679,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2680},"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",[2333,2681,2682,2683,2520],"visibility","activeHours","alerts",{"title":2685,"description":2686,"path":2687,"category":2514,"updatedAt":1861,"sourceType":1679,"tags":2688},"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",[2281,2287,2689,1649,2520],"sdk",{"title":2691,"description":2692,"path":2693,"category":2514,"updatedAt":1861,"sourceType":1679,"tags":2694},"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",[1663,2695,2311,2696,2520],"include","arrays",{"title":2698,"description":2699,"path":2700,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2701},"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",[2119,2702,1970,1699,2520],"invoke",{"title":2704,"description":2705,"path":2706,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2707},"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",[1653,2708,2709,2710,2711,2520],"hybrid-search","ranking","mmr","retrieval",{"title":2713,"description":2714,"path":2715,"category":2514,"updatedAt":1763,"sourceType":1679,"tags":2716},"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",[1771,2717,1838,1836,2520],"probe",{"title":2719,"description":2720,"path":2721,"category":2514,"updatedAt":2208,"sourceType":1679,"tags":2722},"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",[2004,2005,2555,2723,2340],"credentials",{"title":2725,"description":2726,"path":2727,"category":2514,"updatedAt":1763,"sourceType":1679,"tags":2728},"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",[1755,1899,2729,2730,2435,2520],"npm","pin",{"title":2732,"description":2733,"path":2734,"category":2609,"updatedAt":1720,"sourceType":1679,"tags":2735},"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",[2611,2736,2073,1836,2036],"raw-stream",{"title":2738,"description":2739,"path":2740,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2741},"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",[1722,2742,1838,1649,2520],"tlsFingerprint",{"title":2744,"description":2745,"path":2746,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2747},"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",[1864,2748,2749,2750,2520],"mentions","pending-history","reply",{"title":2752,"description":2753,"path":2754,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2755},"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",[2756,2757,1800,1836,2520],"secrets","secretrefs",{"title":2759,"description":2760,"path":2761,"category":2514,"updatedAt":1861,"sourceType":1679,"tags":2762},"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",[1865,1672,2626,2004,2090],{"title":2764,"description":2765,"path":2766,"category":2514,"updatedAt":2767,"sourceType":1679,"tags":2768},"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",[1865,2769,2770,2236,2520],"transcript","jsonl",{"title":2772,"description":2773,"path":2774,"category":2514,"updatedAt":2767,"sourceType":1679,"tags":2775},"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",[1803,1828,2776,2458,1671],"store",{"title":2778,"description":2779,"path":2780,"category":2514,"updatedAt":1871,"sourceType":1679,"tags":2781},"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",[1672,2473,2458,2782,2520],"ingress",{"title":2784,"description":2785,"path":2786,"category":2514,"updatedAt":1720,"sourceType":1679,"tags":2787},"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",[1828,2368,2788,2073,2789],"health","troubleshooting",{"title":2791,"description":2792,"path":2793,"category":2514,"updatedAt":2767,"sourceType":1679,"tags":2794},"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",[2769,2795,1836,2796,2520],"hygiene","tool-calls",{"title":2798,"description":2799,"path":1578,"category":2609,"updatedAt":1632,"sourceType":1679,"tags":2800},"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。",[2789,2359,2368,2073],{"title":2802,"description":2803,"path":2804,"category":2514,"updatedAt":1843,"sourceType":1679,"tags":2805},"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",[1778,2806,2807,2769,2520],"history","inject",{"title":2809,"description":2810,"path":2811,"category":2812,"updatedAt":1763,"sourceType":1679,"tags":2813},"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",[2814,2815,2816,1982,2387,2388],"china","cloud","deployment",{"title":2818,"description":2819,"path":2820,"category":2812,"updatedAt":1632,"sourceType":1679,"tags":2821},"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",[2816,1723,2822,2815,2823],"docker","wsl2",{"title":2825,"description":2826,"path":2827,"category":2812,"updatedAt":2218,"sourceType":1679,"tags":2828},"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",[1706,2729,2829,2823],"install-script",{"title":2831,"description":2832,"path":2833,"category":2812,"updatedAt":1720,"sourceType":1679,"tags":2834},"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",[1706,2835,2829,2836,2436],"updater","git",{"title":2838,"description":2839,"path":2840,"category":2812,"updatedAt":1966,"sourceType":1679,"tags":2841},"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",[1706,2835,2842,2359,2436],"uninstall",{"title":2844,"description":2845,"path":2846,"category":2812,"updatedAt":1966,"sourceType":1679,"tags":2847},"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",[2130,1706,1715,2848],"server",{"title":2850,"description":2851,"path":2852,"category":2812,"updatedAt":1966,"sourceType":1679,"tags":2853},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1855,1706,1715,2854],"apple",{"title":2856,"description":2857,"path":2858,"category":2859,"updatedAt":1632,"sourceType":1679,"tags":2860},"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",[2861,2862,2433,2863],"migration","upgrade","checklist",{"title":2865,"description":2866,"path":2867,"category":2812,"updatedAt":1966,"sourceType":1679,"tags":2868},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[2235,2236,1803,1653,3165],"continuity",{"title":3167,"description":3168,"path":3169,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3170,"tags":3171},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[1925,1708,2319,2004,1722],{"title":3173,"description":3174,"path":3175,"category":3082,"date":2279,"updatedAt":2279,"sourceType":1679,"source":3096,"tags":3176},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[1708,1802,2603,1838,1925],{"title":3178,"description":3179,"path":3180,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3096,"tags":3181},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[1708,1778,1945,2603,1846,3182],"web",{"title":3184,"description":3185,"path":3186,"category":2876,"date":1645,"updatedAt":1645,"sourceType":1916,"source":3187,"tags":3188},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[1660,1664,1917,2814],{"title":3190,"description":3191,"path":3192,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3193,"tags":3194},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 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",[2005,2004,1945,2353,3195],"rotate",{"title":3197,"description":3198,"path":3199,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3200,"tags":3201},"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",[2359,2526,2360,2611,1671],{"title":3203,"description":3204,"path":3205,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3200,"tags":3206},"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",[2359,2360,2210,2436,2526],{"title":3208,"description":3209,"path":3210,"category":3211,"date":1645,"updatedAt":1645,"sourceType":1916,"source":3212,"tags":3213},"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",[3214,3215,3216,3217],"education","adoption","ai-tutor","higher-education",{"title":3219,"description":3220,"path":3221,"category":3211,"date":1645,"updatedAt":1645,"sourceType":1916,"source":3222,"tags":3223},"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",[1670,2816,1699,2814],{"title":3225,"description":3226,"path":3227,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3228,"tags":3229},"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",[1664,1899,1755,1757,1918],{"title":3231,"description":3232,"path":3233,"category":3082,"date":1823,"updatedAt":1823,"sourceType":1679,"source":3234,"tags":3235},"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 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[1982,1983,1984,1985,1651,1986],{"title":3237,"description":3238,"path":3239,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3240,"tags":3241},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[1649,2004,3242,1945,1817],"pending",{"title":3244,"description":3245,"path":3246,"category":3082,"date":2279,"updatedAt":2279,"sourceType":1679,"source":3247,"tags":3248},"OpenClaw 正在把 Gateway 的 session source-of-truth 地位写得更明确","官方最新 Session 文档更明确地说明 session store、JSONL transcript 和 token 计数都应围绕 Gateway 理解，这会直接影响 WebChat、Dashboard 和远程 operator 的排障方式。","/news/openclaw-gateway-source-of-truth-watch-2026-03-26","https://docs.openclaw.ai/session",[1649,1865,1778,1708,3249],"state",{"title":3251,"description":3252,"path":3253,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3254,"tags":3255},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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",[1864,2675,2090,2023,1846],{"title":3257,"description":3258,"path":3259,"category":3082,"date":1871,"updatedAt":1871,"sourceType":1679,"source":3254,"tags":3260},"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",[1864,2748,3261,1863,2137],"activation",{"title":3263,"description":3264,"path":3265,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3266,"tags":3267},"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",[1663,2695,2311,2696,1671],{"title":3269,"description":3270,"path":3271,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3272,"tags":3273},"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",[3274,2816,3275,3276,3277],"showcase","home-assistant","nix","infrastructure",{"title":3279,"description":3280,"path":3281,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3282,"tags":3283},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[3274,1653,1953,3311,3312],"vector-search","knowledge",{"title":3314,"description":3315,"path":3316,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3317,"tags":3318},"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",[2675,1864,1891,1893,1960],{"title":3320,"description":3321,"path":3322,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3323,"tags":3324},"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",[2023,1778,1846,2027,1651],{"title":3326,"description":3327,"path":3328,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3151,"tags":3329},"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",[1771,2717,1836,1838,1631],{"title":3331,"description":3332,"path":3333,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3334,"tags":3335},"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 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[2448,1946,1925,2004,1722],{"title":3348,"description":3349,"path":3350,"category":3082,"date":1871,"updatedAt":1871,"sourceType":1679,"source":3351,"tags":3352},"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",[1708,1778,2287,2448,1818],{"title":3354,"description":3355,"path":3356,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3193,"tags":3357},"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",[2004,2555,1651,2556,1671],{"title":3359,"description":3360,"path":3361,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3362,"tags":3363},"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",[1755,1917,1757,1916,1918],{"title":3365,"description":3366,"path":3367,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3368,"tags":3369},"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",[1755,1899,2729,2730,2435],{"title":3371,"description":3372,"path":3373,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3374,"tags":3375},"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",[2118,2119,1699,1970,1756],{"title":3377,"description":3378,"path":3379,"category":3082,"date":1871,"updatedAt":1871,"sourceType":1679,"source":3380,"tags":3381},"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",[1836,1771,1817,1838,2137],{"title":3383,"description":3384,"path":3385,"category":3082,"date":1871,"updatedAt":1871,"sourceType":1679,"source":3386,"tags":3387},"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",[1836,2519,1771,1649,1671],{"title":3389,"description":3390,"path":3391,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3070,"tags":3392},"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",[2433,2434,2436,2435],{"title":3394,"description":3395,"path":3396,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3096,"tags":3397},"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",[1708,2004,1817,1722,2340],{"title":3399,"description":3400,"path":3401,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3402,"tags":3403},"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",[1846,1845,3404,1651,1847],"threads",{"title":3406,"description":3407,"path":3408,"category":3082,"date":1823,"updatedAt":1823,"sourceType":1679,"source":3409,"tags":3410},"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",[2178,2065,2179,1748,1652],{"title":3412,"description":3413,"path":3414,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3415,"tags":3416},"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",[2757,3417,3418,2756,1671],"snapshot","rotation",{"title":3420,"description":3421,"path":3422,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3282,"tags":3423},"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",[1865,1672,2626,2004,2473],{"title":3425,"description":3426,"path":3427,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3428,"tags":3429},"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",[1672,2458,2460,2459,1671],{"title":3431,"description":3432,"path":3433,"category":3434,"date":1645,"updatedAt":1645,"sourceType":1916,"source":3435,"tags":3436},"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",[1672,3437,2036,1670],"compliance",{"title":3439,"description":3440,"path":3441,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3415,"tags":3442},"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",[1672,2756,1970,3443,1671],"proxy",{"title":3445,"description":3446,"path":3447,"category":3082,"date":2767,"updatedAt":2767,"sourceType":1679,"source":3448,"tags":3449},"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",[1865,2770,2236,2769,1649],{"title":3451,"description":3452,"path":3453,"category":3082,"date":2767,"updatedAt":2767,"sourceType":1679,"source":3454,"tags":3455},"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",[1803,1828,2776,2458,1671],{"title":3457,"description":3458,"path":3459,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3460,"tags":3461},"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",[1672,2473,2474,3462,1649],"sandbox",{"title":3464,"description":3465,"path":3466,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3272,"tags":3467},"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",[3274,1916,1891,1664,1700],{"title":3469,"description":3470,"path":3471,"category":3082,"date":1871,"updatedAt":1871,"sourceType":1679,"source":3460,"tags":3472},"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",[2473,2627,1863,1846,1672],{"title":3474,"description":3475,"path":3476,"category":3082,"date":2767,"updatedAt":2767,"sourceType":1679,"source":3477,"tags":3478},"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",[2769,1836,2795,2796,3479],"compatibility",{"title":3481,"description":3482,"path":3483,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3127,"tags":3484},"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",[2493,1672,1722,1649,1838],{"title":3486,"description":3487,"path":3488,"category":3082,"date":2279,"updatedAt":2279,"sourceType":1679,"source":3247,"tags":3489},"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",[1649,1778,2281,2611,1865],{"title":3491,"description":3492,"path":3493,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3494,"tags":3495},"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",[2842,2436,2112,1649,3249],{"title":3497,"description":3498,"path":3499,"category":3082,"date":1763,"updatedAt":1763,"sourceType":1679,"source":3500,"tags":3501},"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",[2505,2506,2507,2508,2509],{"title":3503,"description":3504,"path":3505,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3272,"tags":3506},"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",[3274,1939,3507,3508,1953],"phone","tts",{"title":3510,"description":3511,"path":3512,"category":3082,"date":1861,"updatedAt":1861,"sourceType":1679,"source":3513,"tags":3514},"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",[1939,2267,2268,1817,2005],{"title":3516,"description":3517,"path":3518,"category":2876,"date":1720,"updatedAt":1720,"sourceType":1679,"source":3096,"tags":3519},"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",[1708,1778,2287,1925,3182],{"title":3521,"description":3522,"path":3523,"category":3082,"date":2279,"updatedAt":2279,"sourceType":1679,"source":3524,"tags":3525},"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",[1778,1708,2281,1649,1976],{"title":3527,"description":3528,"path":3529,"category":3082,"date":1843,"updatedAt":1843,"sourceType":1679,"source":3374,"tags":3530},"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",[1699,2119,1899,1970,2137],{"title":3532,"description":3533,"path":3534,"category":3535,"date":3536,"updatedAt":3536,"sourceType":1646,"source":3537,"tags":3538},"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",[3539,3540,1652,3274,3541],"site-update","content","weekly",{"title":3543,"description":3544,"path":3545,"category":3546,"date":2877,"updatedAt":1632,"sourceType":1679,"source":2878,"tags":3547},"OpenClaw 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