[{"data":1,"prerenderedAt":4491},["ShallowReactive",2],{"best-practices:smart-home-automation":3,"content-manifest":1845},{"id":4,"title":5,"body":6,"category":1828,"date":1829,"description":1830,"difficulty":1831,"extension":1832,"meta":1833,"navigation":487,"path":1834,"seo":1835,"source":1829,"sourceName":1829,"sourceType":1836,"stem":1837,"tags":1838,"updatedAt":1843,"__hash__":1844},"bestPractices/best-practices/smart-home-automation.md","OpenClaw 家庭自动化应用",{"type":7,"value":8,"toc":1791},"minimark",[9,13,17,21,32,36,41,67,70,227,231,247,250,253,333,336,385,388,519,522,525,592,595,658,661,834,837,840,1021,1024,1193,1196,1338,1341,1344,1474,1477,1532,1535,1538,1636,1639,1707,1710,1714,1717,1729,1732,1735,1746,1749,1752,1763,1766,1787],[10,11,5],"h1",{"id":12},"openclaw-家庭自动化应用",[14,15,16],"p",{},"本文介绍如何使用 OpenClaw 构建智能家居控制中心，实现统一的家庭自动化管理。",[18,19,20],"h2",{"id":20},"架构概述",[22,23,29],"pre",{"className":24,"code":26,"language":27,"meta":28},[25],"language-text","┌─────────────────────────────────────────────┐\n│                  OpenClaw                    │\n│  ┌─────────┐  ┌─────────┐  ┌─────────────┐  │\n│  │ 语音入口 │  │ 消息渠道 │  │ 自动化引擎  │  │\n│  └────┬────┘  └────┬────┘  └──────┬──────┘  │\n│       └────────────┼──────────────┘         │\n│                    ▼                         │\n│           ┌───────────────┐                 │\n│           │  Home Assistant │                │\n│           └───────┬───────┘                 │\n└───────────────────┼─────────────────────────┘\n                    ▼\n    ┌───────────────────────────────────┐\n    │         智能设备                   │\n    │  ┌─────┐ ┌─────┐ ┌─────┐ ┌─────┐  │\n    │  │灯光 │ │空调 │ │窗帘 │ │安防 │  │\n    │  └─────┘ └─────┘ └─────┘ └─────┘  │\n    └───────────────────────────────────┘\n","text","",[30,31,26],"code",{"__ignoreMap":28},[18,33,35],{"id":34},"home-assistant-集成","Home Assistant 集成",[37,38,40],"h3",{"id":39},"安装-home-assistant-技能","安装 Home Assistant 技能",[22,42,46],{"className":43,"code":44,"language":45,"meta":28,"style":28},"language-bash shiki shiki-themes github-light github-dark","openclaw skills install home-assistant\n","bash",[30,47,48],{"__ignoreMap":28},[49,50,53,57,61,64],"span",{"class":51,"line":52},"line",1,[49,54,56],{"class":55},"sScJk","openclaw",[49,58,60],{"class":59},"sZZnC"," skills",[49,62,63],{"class":59}," install",[49,65,66],{"class":59}," home-assistant\n",[37,68,69],{"id":69},"配置连接",[22,71,75],{"className":72,"code":73,"language":74,"meta":28,"style":28},"language-json shiki shiki-themes github-light github-dark","{\n  \"skills\": {\n    \"home-assistant\": {\n      \"enabled\": true,\n      \"url\": \"http://homeassistant.local:8123\",\n      \"token\": \"${HA_ACCESS_TOKEN}\",\n      \"entities\": {\n        \"lights\": [\"light.living_room\", \"light.bedroom\"],\n        \"climate\": [\"climate.living_room_ac\"],\n        \"sensors\": [\"sensor.temperature\", \"sensor.humidity\"]\n      }\n    }\n  }\n}\n","json",[30,76,77,83,93,101,116,129,142,150,171,184,203,209,215,221],{"__ignoreMap":28},[49,78,79],{"class":51,"line":52},[49,80,82],{"class":81},"sVt8B","{\n",[49,84,86,90],{"class":51,"line":85},2,[49,87,89],{"class":88},"sj4cs","  \"skills\"",[49,91,92],{"class":81},": {\n",[49,94,96,99],{"class":51,"line":95},3,[49,97,98],{"class":88},"    \"home-assistant\"",[49,100,92],{"class":81},[49,102,104,107,110,113],{"class":51,"line":103},4,[49,105,106],{"class":88},"      \"enabled\"",[49,108,109],{"class":81},": ",[49,111,112],{"class":88},"true",[49,114,115],{"class":81},",\n",[49,117,119,122,124,127],{"class":51,"line":118},5,[49,120,121],{"class":88},"      \"url\"",[49,123,109],{"class":81},[49,125,126],{"class":59},"\"http://homeassistant.local:8123\"",[49,128,115],{"class":81},[49,130,132,135,137,140],{"class":51,"line":131},6,[49,133,134],{"class":88},"      \"token\"",[49,136,109],{"class":81},[49,138,139],{"class":59},"\"${HA_ACCESS_TOKEN}\"",[49,141,115],{"class":81},[49,143,145,148],{"class":51,"line":144},7,[49,146,147],{"class":88},"      \"entities\"",[49,149,92],{"class":81},[49,151,153,156,159,162,165,168],{"class":51,"line":152},8,[49,154,155],{"class":88},"        \"lights\"",[49,157,158],{"class":81},": [",[49,160,161],{"class":59},"\"light.living_room\"",[49,163,164],{"class":81},", ",[49,166,167],{"class":59},"\"light.bedroom\"",[49,169,170],{"class":81},"],\n",[49,172,174,177,179,182],{"class":51,"line":173},9,[49,175,176],{"class":88},"        \"climate\"",[49,178,158],{"class":81},[49,180,181],{"class":59},"\"climate.living_room_ac\"",[49,183,170],{"class":81},[49,185,187,190,192,195,197,200],{"class":51,"line":186},10,[49,188,189],{"class":88},"        \"sensors\"",[49,191,158],{"class":81},[49,193,194],{"class":59},"\"sensor.temperature\"",[49,196,164],{"class":81},[49,198,199],{"class":59},"\"sensor.humidity\"",[49,201,202],{"class":81},"]\n",[49,204,206],{"class":51,"line":205},11,[49,207,208],{"class":81},"      }\n",[49,210,212],{"class":51,"line":211},12,[49,213,214],{"class":81},"    }\n",[49,216,218],{"class":51,"line":217},13,[49,219,220],{"class":81},"  }\n",[49,222,224],{"class":51,"line":223},14,[49,225,226],{"class":81},"}\n",[37,228,230],{"id":229},"获取-access-token","获取 Access Token",[232,233,234,238,241,244],"ol",{},[235,236,237],"li",{},"打开 Home Assistant",[235,239,240],{},"进入 用户 → 安全 → 长期访问令牌",[235,242,243],{},"创建新令牌",[235,245,246],{},"复制令牌值",[18,248,249],{"id":249},"设备控制",[37,251,252],{"id":252},"灯光控制",[22,254,258],{"className":255,"code":256,"language":257,"meta":28,"style":28},"language-python shiki shiki-themes github-light github-dark","# 通过 OpenClaw 控制灯光\nasync def control_light(entity_id, action, **params):\n    if action == \"turn_on\":\n        await ha.call_service(\"light\", \"turn_on\", {\n            \"entity_id\": entity_id,\n            **params\n        })\n    elif action == \"turn_off\":\n        await ha.call_service(\"light\", \"turn_off\", {\n            \"entity_id\": entity_id\n        })\n    elif action == \"toggle\":\n        await ha.call_service(\"light\", \"toggle\", {\n            \"entity_id\": entity_id\n        })\n","python",[30,259,260,265,270,275,280,285,290,295,300,305,310,314,319,324,328],{"__ignoreMap":28},[49,261,262],{"class":51,"line":52},[49,263,264],{},"# 通过 OpenClaw 控制灯光\n",[49,266,267],{"class":51,"line":85},[49,268,269],{},"async def control_light(entity_id, action, **params):\n",[49,271,272],{"class":51,"line":95},[49,273,274],{},"    if action == \"turn_on\":\n",[49,276,277],{"class":51,"line":103},[49,278,279],{},"        await ha.call_service(\"light\", \"turn_on\", {\n",[49,281,282],{"class":51,"line":118},[49,283,284],{},"            \"entity_id\": entity_id,\n",[49,286,287],{"class":51,"line":131},[49,288,289],{},"            **params\n",[49,291,292],{"class":51,"line":144},[49,293,294],{},"        })\n",[49,296,297],{"class":51,"line":152},[49,298,299],{},"    elif action == \"turn_off\":\n",[49,301,302],{"class":51,"line":173},[49,303,304],{},"        await ha.call_service(\"light\", \"turn_off\", {\n",[49,306,307],{"class":51,"line":186},[49,308,309],{},"            \"entity_id\": entity_id\n",[49,311,312],{"class":51,"line":205},[49,313,294],{},[49,315,316],{"class":51,"line":211},[49,317,318],{},"    elif action == \"toggle\":\n",[49,320,321],{"class":51,"line":217},[49,322,323],{},"        await ha.call_service(\"light\", \"toggle\", {\n",[49,325,326],{"class":51,"line":223},[49,327,309],{},[49,329,331],{"class":51,"line":330},15,[49,332,294],{},[37,334,335],{"id":335},"空调控制",[22,337,339],{"className":255,"code":338,"language":257,"meta":28,"style":28},"async def control_climate(entity_id, temperature=None, mode=None):\n    service_data = {\"entity_id\": entity_id}\n    \n    if temperature:\n        service_data[\"temperature\"] = temperature\n    if mode:\n        service_data[\"hvac_mode\"] = mode\n    \n    await ha.call_service(\"climate\", \"set_temperature\", service_data)\n",[30,340,341,346,351,356,361,366,371,376,380],{"__ignoreMap":28},[49,342,343],{"class":51,"line":52},[49,344,345],{},"async def control_climate(entity_id, temperature=None, mode=None):\n",[49,347,348],{"class":51,"line":85},[49,349,350],{},"    service_data = {\"entity_id\": entity_id}\n",[49,352,353],{"class":51,"line":95},[49,354,355],{},"    \n",[49,357,358],{"class":51,"line":103},[49,359,360],{},"    if temperature:\n",[49,362,363],{"class":51,"line":118},[49,364,365],{},"        service_data[\"temperature\"] = temperature\n",[49,367,368],{"class":51,"line":131},[49,369,370],{},"    if mode:\n",[49,372,373],{"class":51,"line":144},[49,374,375],{},"        service_data[\"hvac_mode\"] = mode\n",[49,377,378],{"class":51,"line":152},[49,379,355],{},[49,381,382],{"class":51,"line":173},[49,383,384],{},"    await ha.call_service(\"climate\", \"set_temperature\", service_data)\n",[37,386,387],{"id":387},"场景控制",[22,389,391],{"className":255,"code":390,"language":257,"meta":28,"style":28},"# 预设场景\nscenes = {\n    \"morning\": {\n        \"lights\": {\"brightness\": 255, \"color_temp\": 400},\n        \"climate\": {\"temperature\": 24, \"mode\": \"cool\"},\n        \"curtain\": {\"position\": \"open\"}\n    },\n    \"night\": {\n        \"lights\": {\"brightness\": 50, \"color_temp\": 300},\n        \"climate\": {\"temperature\": 26, \"mode\": \"cool\"},\n        \"curtain\": {\"position\": \"closed\"}\n    },\n    \"movie\": {\n        \"lights\": {\"brightness\": 30, \"rgb_color\": [255, 100, 100]},\n        \"climate\": {\"temperature\": 24},\n        \"curtain\": {\"position\": \"closed\"}\n    }\n}\n\nasync def activate_scene(scene_name):\n    scene = scenes.get(scene_name)\n    if scene:\n        for device, settings in scene.items():\n            await apply_device_settings(device, settings)\n",[30,392,393,398,403,408,413,418,423,428,433,438,443,448,452,457,462,467,472,477,482,489,495,501,507,513],{"__ignoreMap":28},[49,394,395],{"class":51,"line":52},[49,396,397],{},"# 预设场景\n",[49,399,400],{"class":51,"line":85},[49,401,402],{},"scenes = {\n",[49,404,405],{"class":51,"line":95},[49,406,407],{},"    \"morning\": {\n",[49,409,410],{"class":51,"line":103},[49,411,412],{},"        \"lights\": {\"brightness\": 255, \"color_temp\": 400},\n",[49,414,415],{"class":51,"line":118},[49,416,417],{},"        \"climate\": {\"temperature\": 24, \"mode\": \"cool\"},\n",[49,419,420],{"class":51,"line":131},[49,421,422],{},"        \"curtain\": {\"position\": \"open\"}\n",[49,424,425],{"class":51,"line":144},[49,426,427],{},"    },\n",[49,429,430],{"class":51,"line":152},[49,431,432],{},"    \"night\": {\n",[49,434,435],{"class":51,"line":173},[49,436,437],{},"        \"lights\": {\"brightness\": 50, \"color_temp\": 300},\n",[49,439,440],{"class":51,"line":186},[49,441,442],{},"        \"climate\": {\"temperature\": 26, \"mode\": \"cool\"},\n",[49,444,445],{"class":51,"line":205},[49,446,447],{},"        \"curtain\": {\"position\": \"closed\"}\n",[49,449,450],{"class":51,"line":211},[49,451,427],{},[49,453,454],{"class":51,"line":217},[49,455,456],{},"    \"movie\": {\n",[49,458,459],{"class":51,"line":223},[49,460,461],{},"        \"lights\": {\"brightness\": 30, \"rgb_color\": [255, 100, 100]},\n",[49,463,464],{"class":51,"line":330},[49,465,466],{},"        \"climate\": {\"temperature\": 24},\n",[49,468,470],{"class":51,"line":469},16,[49,471,447],{},[49,473,475],{"class":51,"line":474},17,[49,476,214],{},[49,478,480],{"class":51,"line":479},18,[49,481,226],{},[49,483,485],{"class":51,"line":484},19,[49,486,488],{"emptyLinePlaceholder":487},true,"\n",[49,490,492],{"class":51,"line":491},20,[49,493,494],{},"async def activate_scene(scene_name):\n",[49,496,498],{"class":51,"line":497},21,[49,499,500],{},"    scene = scenes.get(scene_name)\n",[49,502,504],{"class":51,"line":503},22,[49,505,506],{},"    if scene:\n",[49,508,510],{"class":51,"line":509},23,[49,511,512],{},"        for device, settings in scene.items():\n",[49,514,516],{"class":51,"line":515},24,[49,517,518],{},"            await apply_device_settings(device, settings)\n",[18,520,521],{"id":521},"语音控制",[37,523,524],{"id":524},"配置语音入口",[22,526,528],{"className":72,"code":527,"language":74,"meta":28,"style":28},"{\n  \"channels\": {\n    \"voice\": {\n      \"enabled\": true,\n      \"wakeupWord\": \"小助手\",\n      \"language\": \"zh-CN\"\n    }\n  }\n}\n",[30,529,530,534,541,548,558,570,580,584,588],{"__ignoreMap":28},[49,531,532],{"class":51,"line":52},[49,533,82],{"class":81},[49,535,536,539],{"class":51,"line":85},[49,537,538],{"class":88},"  \"channels\"",[49,540,92],{"class":81},[49,542,543,546],{"class":51,"line":95},[49,544,545],{"class":88},"    \"voice\"",[49,547,92],{"class":81},[49,549,550,552,554,556],{"class":51,"line":103},[49,551,106],{"class":88},[49,553,109],{"class":81},[49,555,112],{"class":88},[49,557,115],{"class":81},[49,559,560,563,565,568],{"class":51,"line":118},[49,561,562],{"class":88},"      \"wakeupWord\"",[49,564,109],{"class":81},[49,566,567],{"class":59},"\"小助手\"",[49,569,115],{"class":81},[49,571,572,575,577],{"class":51,"line":131},[49,573,574],{"class":88},"      \"language\"",[49,576,109],{"class":81},[49,578,579],{"class":59},"\"zh-CN\"\n",[49,581,582],{"class":51,"line":144},[49,583,214],{"class":81},[49,585,586],{"class":51,"line":152},[49,587,220],{"class":81},[49,589,590],{"class":51,"line":173},[49,591,226],{"class":81},[37,593,594],{"id":594},"语音命令示例",[596,597,598,611],"table",{},[599,600,601],"thead",{},[602,603,604,608],"tr",{},[605,606,607],"th",{},"命令",[605,609,610],{},"动作",[612,613,614,626,634,642,650],"tbody",{},[602,615,616,620],{},[617,618,619],"td",{},"\"打开客厅灯\"",[617,621,622,625],{},[30,623,624],{},"light.living_room"," turn_on",[602,627,628,631],{},[617,629,630],{},"\"关闭所有灯\"",[617,632,633],{},"所有灯光 turn_off",[602,635,636,639],{},[617,637,638],{},"\"空调调到 24 度\"",[617,640,641],{},"设置空调温度",[602,643,644,647],{},[617,645,646],{},"\"开启观影模式\"",[617,648,649],{},"激活 movie 场景",[602,651,652,655],{},[617,653,654],{},"\"晚安\"",[617,656,657],{},"激活 night 场景",[37,659,660],{"id":660},"意图识别",[22,662,664],{"className":72,"code":663,"language":74,"meta":28,"style":28},"{\n  \"intents\": {\n    \"light_control\": {\n      \"patterns\": [\n        \"{action} {room} 灯\",\n        \"把 {room} 的灯 {action}\",\n        \"{room} 灯光 {action}\"\n      ],\n      \"slots\": {\n        \"action\": [\"打开\", \"关闭\", \"调亮\", \"调暗\"],\n        \"room\": [\"客厅\", \"卧室\", \"厨房\", \"书房\"]\n      }\n    },\n    \"climate_control\": {\n      \"patterns\": [\n        \"把空调调到 {temperature} 度\",\n        \"空调 {action}\",\n        \"{room} 空调 {action}\"\n      ]\n    }\n  }\n}\n",[30,665,666,670,677,684,692,699,706,711,716,723,750,777,781,785,792,798,805,812,817,822,826,830],{"__ignoreMap":28},[49,667,668],{"class":51,"line":52},[49,669,82],{"class":81},[49,671,672,675],{"class":51,"line":85},[49,673,674],{"class":88},"  \"intents\"",[49,676,92],{"class":81},[49,678,679,682],{"class":51,"line":95},[49,680,681],{"class":88},"    \"light_control\"",[49,683,92],{"class":81},[49,685,686,689],{"class":51,"line":103},[49,687,688],{"class":88},"      \"patterns\"",[49,690,691],{"class":81},": [\n",[49,693,694,697],{"class":51,"line":118},[49,695,696],{"class":59},"        \"{action} {room} 灯\"",[49,698,115],{"class":81},[49,700,701,704],{"class":51,"line":131},[49,702,703],{"class":59},"        \"把 {room} 的灯 {action}\"",[49,705,115],{"class":81},[49,707,708],{"class":51,"line":144},[49,709,710],{"class":59},"        \"{room} 灯光 {action}\"\n",[49,712,713],{"class":51,"line":152},[49,714,715],{"class":81},"      ],\n",[49,717,718,721],{"class":51,"line":173},[49,719,720],{"class":88},"      \"slots\"",[49,722,92],{"class":81},[49,724,725,728,730,733,735,738,740,743,745,748],{"class":51,"line":186},[49,726,727],{"class":88},"        \"action\"",[49,729,158],{"class":81},[49,731,732],{"class":59},"\"打开\"",[49,734,164],{"class":81},[49,736,737],{"class":59},"\"关闭\"",[49,739,164],{"class":81},[49,741,742],{"class":59},"\"调亮\"",[49,744,164],{"class":81},[49,746,747],{"class":59},"\"调暗\"",[49,749,170],{"class":81},[49,751,752,755,757,760,762,765,767,770,772,775],{"class":51,"line":205},[49,753,754],{"class":88},"        \"room\"",[49,756,158],{"class":81},[49,758,759],{"class":59},"\"客厅\"",[49,761,164],{"class":81},[49,763,764],{"class":59},"\"卧室\"",[49,766,164],{"class":81},[49,768,769],{"class":59},"\"厨房\"",[49,771,164],{"class":81},[49,773,774],{"class":59},"\"书房\"",[49,776,202],{"class":81},[49,778,779],{"class":51,"line":211},[49,780,208],{"class":81},[49,782,783],{"class":51,"line":217},[49,784,427],{"class":81},[49,786,787,790],{"class":51,"line":223},[49,788,789],{"class":88},"    \"climate_control\"",[49,791,92],{"class":81},[49,793,794,796],{"class":51,"line":330},[49,795,688],{"class":88},[49,797,691],{"class":81},[49,799,800,803],{"class":51,"line":469},[49,801,802],{"class":59},"        \"把空调调到 {temperature} 度\"",[49,804,115],{"class":81},[49,806,807,810],{"class":51,"line":474},[49,808,809],{"class":59},"        \"空调 {action}\"",[49,811,115],{"class":81},[49,813,814],{"class":51,"line":479},[49,815,816],{"class":59},"        \"{room} 空调 {action}\"\n",[49,818,819],{"class":51,"line":484},[49,820,821],{"class":81},"      ]\n",[49,823,824],{"class":51,"line":491},[49,825,214],{"class":81},[49,827,828],{"class":51,"line":497},[49,829,220],{"class":81},[49,831,832],{"class":51,"line":503},[49,833,226],{"class":81},[18,835,836],{"id":836},"自动化场景",[37,838,839],{"id":839},"定时场景",[22,841,843],{"className":72,"code":842,"language":74,"meta":28,"style":28},"{\n  \"workflows\": {\n    \"morning-routine\": {\n      \"trigger\": {\n        \"type\": \"schedule\",\n        \"cron\": \"0 7 * * 1-5\"\n      },\n      \"steps\": [\n        {\"action\": \"open_curtain\"},\n        {\"action\": \"light_on\", \"params\": {\"brightness\": 50}},\n        {\"action\": \"climate_set\", \"params\": {\"temperature\": 24}},\n        {\"action\": \"play_music\", \"params\": {\"playlist\": \"morning\"}}\n      ]\n    }\n  }\n}\n",[30,844,845,849,856,863,870,882,892,897,904,920,950,977,1005,1009,1013,1017],{"__ignoreMap":28},[49,846,847],{"class":51,"line":52},[49,848,82],{"class":81},[49,850,851,854],{"class":51,"line":85},[49,852,853],{"class":88},"  \"workflows\"",[49,855,92],{"class":81},[49,857,858,861],{"class":51,"line":95},[49,859,860],{"class":88},"    \"morning-routine\"",[49,862,92],{"class":81},[49,864,865,868],{"class":51,"line":103},[49,866,867],{"class":88},"      \"trigger\"",[49,869,92],{"class":81},[49,871,872,875,877,880],{"class":51,"line":118},[49,873,874],{"class":88},"        \"type\"",[49,876,109],{"class":81},[49,878,879],{"class":59},"\"schedule\"",[49,881,115],{"class":81},[49,883,884,887,889],{"class":51,"line":131},[49,885,886],{"class":88},"        \"cron\"",[49,888,109],{"class":81},[49,890,891],{"class":59},"\"0 7 * * 1-5\"\n",[49,893,894],{"class":51,"line":144},[49,895,896],{"class":81},"      },\n",[49,898,899,902],{"class":51,"line":152},[49,900,901],{"class":88},"      \"steps\"",[49,903,691],{"class":81},[49,905,906,909,912,914,917],{"class":51,"line":173},[49,907,908],{"class":81},"        {",[49,910,911],{"class":88},"\"action\"",[49,913,109],{"class":81},[49,915,916],{"class":59},"\"open_curtain\"",[49,918,919],{"class":81},"},\n",[49,921,922,924,926,928,931,933,936,939,942,944,947],{"class":51,"line":186},[49,923,908],{"class":81},[49,925,911],{"class":88},[49,927,109],{"class":81},[49,929,930],{"class":59},"\"light_on\"",[49,932,164],{"class":81},[49,934,935],{"class":88},"\"params\"",[49,937,938],{"class":81},": {",[49,940,941],{"class":88},"\"brightness\"",[49,943,109],{"class":81},[49,945,946],{"class":88},"50",[49,948,949],{"class":81},"}},\n",[49,951,952,954,956,958,961,963,965,967,970,972,975],{"class":51,"line":205},[49,953,908],{"class":81},[49,955,911],{"class":88},[49,957,109],{"class":81},[49,959,960],{"class":59},"\"climate_set\"",[49,962,164],{"class":81},[49,964,935],{"class":88},[49,966,938],{"class":81},[49,968,969],{"class":88},"\"temperature\"",[49,971,109],{"class":81},[49,973,974],{"class":88},"24",[49,976,949],{"class":81},[49,978,979,981,983,985,988,990,992,994,997,999,1002],{"class":51,"line":211},[49,980,908],{"class":81},[49,982,911],{"class":88},[49,984,109],{"class":81},[49,986,987],{"class":59},"\"play_music\"",[49,989,164],{"class":81},[49,991,935],{"class":88},[49,993,938],{"class":81},[49,995,996],{"class":88},"\"playlist\"",[49,998,109],{"class":81},[49,1000,1001],{"class":59},"\"morning\"",[49,1003,1004],{"class":81},"}}\n",[49,1006,1007],{"class":51,"line":217},[49,1008,821],{"class":81},[49,1010,1011],{"class":51,"line":223},[49,1012,214],{"class":81},[49,1014,1015],{"class":51,"line":330},[49,1016,220],{"class":81},[49,1018,1019],{"class":51,"line":469},[49,1020,226],{"class":81},[37,1022,1023],{"id":1023},"条件触发",[22,1025,1027],{"className":72,"code":1026,"language":74,"meta":28,"style":28},"{\n  \"workflows\": {\n    \"auto-light\": {\n      \"trigger\": {\n        \"type\": \"event\",\n        \"event\": \"motion_detected\"\n      },\n      \"condition\": {\n        \"and\": [\n          {\"sensor\": \"sun.sun\", \"state\": \"below_horizon\"},\n          {\"sensor\": \"light.living_room\", \"state\": \"off\"}\n        ]\n      },\n      \"steps\": [\n        {\"action\": \"light_on\", \"params\": {\"entity\": \"light.living_room\"}}\n      ]\n    }\n  }\n}\n",[30,1028,1029,1033,1039,1046,1052,1063,1073,1077,1084,1091,1116,1137,1142,1146,1152,1177,1181,1185,1189],{"__ignoreMap":28},[49,1030,1031],{"class":51,"line":52},[49,1032,82],{"class":81},[49,1034,1035,1037],{"class":51,"line":85},[49,1036,853],{"class":88},[49,1038,92],{"class":81},[49,1040,1041,1044],{"class":51,"line":95},[49,1042,1043],{"class":88},"    \"auto-light\"",[49,1045,92],{"class":81},[49,1047,1048,1050],{"class":51,"line":103},[49,1049,867],{"class":88},[49,1051,92],{"class":81},[49,1053,1054,1056,1058,1061],{"class":51,"line":118},[49,1055,874],{"class":88},[49,1057,109],{"class":81},[49,1059,1060],{"class":59},"\"event\"",[49,1062,115],{"class":81},[49,1064,1065,1068,1070],{"class":51,"line":131},[49,1066,1067],{"class":88},"        \"event\"",[49,1069,109],{"class":81},[49,1071,1072],{"class":59},"\"motion_detected\"\n",[49,1074,1075],{"class":51,"line":144},[49,1076,896],{"class":81},[49,1078,1079,1082],{"class":51,"line":152},[49,1080,1081],{"class":88},"      \"condition\"",[49,1083,92],{"class":81},[49,1085,1086,1089],{"class":51,"line":173},[49,1087,1088],{"class":88},"        \"and\"",[49,1090,691],{"class":81},[49,1092,1093,1096,1099,1101,1104,1106,1109,1111,1114],{"class":51,"line":186},[49,1094,1095],{"class":81},"          {",[49,1097,1098],{"class":88},"\"sensor\"",[49,1100,109],{"class":81},[49,1102,1103],{"class":59},"\"sun.sun\"",[49,1105,164],{"class":81},[49,1107,1108],{"class":88},"\"state\"",[49,1110,109],{"class":81},[49,1112,1113],{"class":59},"\"below_horizon\"",[49,1115,919],{"class":81},[49,1117,1118,1120,1122,1124,1126,1128,1130,1132,1135],{"class":51,"line":205},[49,1119,1095],{"class":81},[49,1121,1098],{"class":88},[49,1123,109],{"class":81},[49,1125,161],{"class":59},[49,1127,164],{"class":81},[49,1129,1108],{"class":88},[49,1131,109],{"class":81},[49,1133,1134],{"class":59},"\"off\"",[49,1136,226],{"class":81},[49,1138,1139],{"class":51,"line":211},[49,1140,1141],{"class":81},"        ]\n",[49,1143,1144],{"class":51,"line":217},[49,1145,896],{"class":81},[49,1147,1148,1150],{"class":51,"line":223},[49,1149,901],{"class":88},[49,1151,691],{"class":81},[49,1153,1154,1156,1158,1160,1162,1164,1166,1168,1171,1173,1175],{"class":51,"line":330},[49,1155,908],{"class":81},[49,1157,911],{"class":88},[49,1159,109],{"class":81},[49,1161,930],{"class":59},[49,1163,164],{"class":81},[49,1165,935],{"class":88},[49,1167,938],{"class":81},[49,1169,1170],{"class":88},"\"entity\"",[49,1172,109],{"class":81},[49,1174,161],{"class":59},[49,1176,1004],{"class":81},[49,1178,1179],{"class":51,"line":469},[49,1180,821],{"class":81},[49,1182,1183],{"class":51,"line":474},[49,1184,214],{"class":81},[49,1186,1187],{"class":51,"line":479},[49,1188,220],{"class":81},[49,1190,1191],{"class":51,"line":484},[49,1192,226],{"class":81},[37,1194,1195],{"id":1195},"离家模式",[22,1197,1199],{"className":72,"code":1198,"language":74,"meta":28,"style":28},"{\n  \"workflows\": {\n    \"leave-home\": {\n      \"trigger\": {\n        \"type\": \"manual\"\n      },\n      \"steps\": [\n        {\"action\": \"all_lights_off\"},\n        {\"action\": \"all_climate_off\"},\n        {\"action\": \"curtain_close\"},\n        {\"action\": \"security_arm\"},\n        {\"action\": \"notify\", \"params\": {\"message\": \"离家模式已启动\"}}\n      ]\n    }\n  }\n}\n",[30,1200,1201,1205,1211,1218,1224,1233,1237,1243,1256,1269,1282,1295,1322,1326,1330,1334],{"__ignoreMap":28},[49,1202,1203],{"class":51,"line":52},[49,1204,82],{"class":81},[49,1206,1207,1209],{"class":51,"line":85},[49,1208,853],{"class":88},[49,1210,92],{"class":81},[49,1212,1213,1216],{"class":51,"line":95},[49,1214,1215],{"class":88},"    \"leave-home\"",[49,1217,92],{"class":81},[49,1219,1220,1222],{"class":51,"line":103},[49,1221,867],{"class":88},[49,1223,92],{"class":81},[49,1225,1226,1228,1230],{"class":51,"line":118},[49,1227,874],{"class":88},[49,1229,109],{"class":81},[49,1231,1232],{"class":59},"\"manual\"\n",[49,1234,1235],{"class":51,"line":131},[49,1236,896],{"class":81},[49,1238,1239,1241],{"class":51,"line":144},[49,1240,901],{"class":88},[49,1242,691],{"class":81},[49,1244,1245,1247,1249,1251,1254],{"class":51,"line":152},[49,1246,908],{"class":81},[49,1248,911],{"class":88},[49,1250,109],{"class":81},[49,1252,1253],{"class":59},"\"all_lights_off\"",[49,1255,919],{"class":81},[49,1257,1258,1260,1262,1264,1267],{"class":51,"line":173},[49,1259,908],{"class":81},[49,1261,911],{"class":88},[49,1263,109],{"class":81},[49,1265,1266],{"class":59},"\"all_climate_off\"",[49,1268,919],{"class":81},[49,1270,1271,1273,1275,1277,1280],{"class":51,"line":186},[49,1272,908],{"class":81},[49,1274,911],{"class":88},[49,1276,109],{"class":81},[49,1278,1279],{"class":59},"\"curtain_close\"",[49,1281,919],{"class":81},[49,1283,1284,1286,1288,1290,1293],{"class":51,"line":205},[49,1285,908],{"class":81},[49,1287,911],{"class":88},[49,1289,109],{"class":81},[49,1291,1292],{"class":59},"\"security_arm\"",[49,1294,919],{"class":81},[49,1296,1297,1299,1301,1303,1306,1308,1310,1312,1315,1317,1320],{"class":51,"line":211},[49,1298,908],{"class":81},[49,1300,911],{"class":88},[49,1302,109],{"class":81},[49,1304,1305],{"class":59},"\"notify\"",[49,1307,164],{"class":81},[49,1309,935],{"class":88},[49,1311,938],{"class":81},[49,1313,1314],{"class":88},"\"message\"",[49,1316,109],{"class":81},[49,1318,1319],{"class":59},"\"离家模式已启动\"",[49,1321,1004],{"class":81},[49,1323,1324],{"class":51,"line":217},[49,1325,821],{"class":81},[49,1327,1328],{"class":51,"line":223},[49,1329,214],{"class":81},[49,1331,1332],{"class":51,"line":330},[49,1333,220],{"class":81},[49,1335,1336],{"class":51,"line":469},[49,1337,226],{"class":81},[18,1339,1340],{"id":1340},"安全监控",[37,1342,1343],{"id":1343},"安防集成",[22,1345,1347],{"className":72,"code":1346,"language":74,"meta":28,"style":28},"{\n  \"skills\": {\n    \"security\": {\n      \"enabled\": true,\n      \"cameras\": [\"camera.door\", \"camera.garage\"],\n      \"sensors\": [\n        \"binary_sensor.door\",\n        \"binary_sensor.window\",\n        \"binary_sensor.motion\"\n      ],\n      \"alerts\": {\n        \"enabled\": true,\n        \"channels\": [\"telegram\", \"push\"]\n      }\n    }\n  }\n}\n",[30,1348,1349,1353,1359,1366,1376,1393,1400,1407,1414,1419,1423,1430,1441,1458,1462,1466,1470],{"__ignoreMap":28},[49,1350,1351],{"class":51,"line":52},[49,1352,82],{"class":81},[49,1354,1355,1357],{"class":51,"line":85},[49,1356,89],{"class":88},[49,1358,92],{"class":81},[49,1360,1361,1364],{"class":51,"line":95},[49,1362,1363],{"class":88},"    \"security\"",[49,1365,92],{"class":81},[49,1367,1368,1370,1372,1374],{"class":51,"line":103},[49,1369,106],{"class":88},[49,1371,109],{"class":81},[49,1373,112],{"class":88},[49,1375,115],{"class":81},[49,1377,1378,1381,1383,1386,1388,1391],{"class":51,"line":118},[49,1379,1380],{"class":88},"      \"cameras\"",[49,1382,158],{"class":81},[49,1384,1385],{"class":59},"\"camera.door\"",[49,1387,164],{"class":81},[49,1389,1390],{"class":59},"\"camera.garage\"",[49,1392,170],{"class":81},[49,1394,1395,1398],{"class":51,"line":131},[49,1396,1397],{"class":88},"      \"sensors\"",[49,1399,691],{"class":81},[49,1401,1402,1405],{"class":51,"line":144},[49,1403,1404],{"class":59},"        \"binary_sensor.door\"",[49,1406,115],{"class":81},[49,1408,1409,1412],{"class":51,"line":152},[49,1410,1411],{"class":59},"        \"binary_sensor.window\"",[49,1413,115],{"class":81},[49,1415,1416],{"class":51,"line":173},[49,1417,1418],{"class":59},"        \"binary_sensor.motion\"\n",[49,1420,1421],{"class":51,"line":186},[49,1422,715],{"class":81},[49,1424,1425,1428],{"class":51,"line":205},[49,1426,1427],{"class":88},"      \"alerts\"",[49,1429,92],{"class":81},[49,1431,1432,1435,1437,1439],{"class":51,"line":211},[49,1433,1434],{"class":88},"        \"enabled\"",[49,1436,109],{"class":81},[49,1438,112],{"class":88},[49,1440,115],{"class":81},[49,1442,1443,1446,1448,1451,1453,1456],{"class":51,"line":217},[49,1444,1445],{"class":88},"        \"channels\"",[49,1447,158],{"class":81},[49,1449,1450],{"class":59},"\"telegram\"",[49,1452,164],{"class":81},[49,1454,1455],{"class":59},"\"push\"",[49,1457,202],{"class":81},[49,1459,1460],{"class":51,"line":223},[49,1461,208],{"class":81},[49,1463,1464],{"class":51,"line":330},[49,1465,214],{"class":81},[49,1467,1468],{"class":51,"line":469},[49,1469,220],{"class":81},[49,1471,1472],{"class":51,"line":474},[49,1473,226],{"class":81},[37,1475,1476],{"id":1476},"异常告警",[22,1478,1480],{"className":255,"code":1479,"language":257,"meta":28,"style":28},"async def handle_security_event(event):\n    if event.type == \"motion_detected\" and is_arm_away():\n        # 发送告警\n        await send_alert(\n            message=f\"检测到移动: {event.location}\",\n            image=await get_camera_snapshot(event.camera)\n        )\n        \n        # 触发警报\n        await trigger_alarm()\n",[30,1481,1482,1487,1492,1497,1502,1507,1512,1517,1522,1527],{"__ignoreMap":28},[49,1483,1484],{"class":51,"line":52},[49,1485,1486],{},"async def handle_security_event(event):\n",[49,1488,1489],{"class":51,"line":85},[49,1490,1491],{},"    if event.type == \"motion_detected\" and is_arm_away():\n",[49,1493,1494],{"class":51,"line":95},[49,1495,1496],{},"        # 发送告警\n",[49,1498,1499],{"class":51,"line":103},[49,1500,1501],{},"        await send_alert(\n",[49,1503,1504],{"class":51,"line":118},[49,1505,1506],{},"            message=f\"检测到移动: {event.location}\",\n",[49,1508,1509],{"class":51,"line":131},[49,1510,1511],{},"            image=await get_camera_snapshot(event.camera)\n",[49,1513,1514],{"class":51,"line":144},[49,1515,1516],{},"        )\n",[49,1518,1519],{"class":51,"line":152},[49,1520,1521],{},"        \n",[49,1523,1524],{"class":51,"line":173},[49,1525,1526],{},"        # 触发警报\n",[49,1528,1529],{"class":51,"line":186},[49,1530,1531],{},"        await trigger_alarm()\n",[18,1533,1534],{"id":1534},"能源管理",[37,1536,1537],{"id":1537},"用电监控",[22,1539,1541],{"className":72,"code":1540,"language":74,"meta":28,"style":28},"{\n  \"skills\": {\n    \"energy-monitor\": {\n      \"enabled\": true,\n      \"sensors\": [\n        \"sensor.power_consumption\",\n        \"sensor.solar_production\"\n      ],\n      \"reporting\": {\n        \"daily\": true,\n        \"weekly\": true\n      }\n    }\n  }\n}\n",[30,1542,1543,1547,1553,1560,1570,1576,1583,1588,1592,1599,1610,1620,1624,1628,1632],{"__ignoreMap":28},[49,1544,1545],{"class":51,"line":52},[49,1546,82],{"class":81},[49,1548,1549,1551],{"class":51,"line":85},[49,1550,89],{"class":88},[49,1552,92],{"class":81},[49,1554,1555,1558],{"class":51,"line":95},[49,1556,1557],{"class":88},"    \"energy-monitor\"",[49,1559,92],{"class":81},[49,1561,1562,1564,1566,1568],{"class":51,"line":103},[49,1563,106],{"class":88},[49,1565,109],{"class":81},[49,1567,112],{"class":88},[49,1569,115],{"class":81},[49,1571,1572,1574],{"class":51,"line":118},[49,1573,1397],{"class":88},[49,1575,691],{"class":81},[49,1577,1578,1581],{"class":51,"line":131},[49,1579,1580],{"class":59},"        \"sensor.power_consumption\"",[49,1582,115],{"class":81},[49,1584,1585],{"class":51,"line":144},[49,1586,1587],{"class":59},"        \"sensor.solar_production\"\n",[49,1589,1590],{"class":51,"line":152},[49,1591,715],{"class":81},[49,1593,1594,1597],{"class":51,"line":173},[49,1595,1596],{"class":88},"      \"reporting\"",[49,1598,92],{"class":81},[49,1600,1601,1604,1606,1608],{"class":51,"line":186},[49,1602,1603],{"class":88},"        \"daily\"",[49,1605,109],{"class":81},[49,1607,112],{"class":88},[49,1609,115],{"class":81},[49,1611,1612,1615,1617],{"class":51,"line":205},[49,1613,1614],{"class":88},"  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的边界。","/docs/manual/deepgram-audio-transcription",[2163,2164,2165,2150,2047],"deepgram","transcription","audio",{"title":2167,"description":2168,"path":2169,"category":2019,"updatedAt":1923,"sourceType":1890,"tags":2170},"Discord 与 Slack 接入重点","团队协作场景里，Discord 和 Slack 分别适合什么、和 Telegram/WhatsApp 的差别在哪里，以及群组响应策略该怎么收敛。","/docs/manual/discord-and-slack",[1862,2104,2171,2012,2172],"slack","team",{"title":2174,"description":2175,"path":2176,"category":2019,"updatedAt":1843,"sourceType":1890,"tags":2177},"Exec 工具、apply_patch 与执行审批","基于官方 exec、apply_patch 和 exec approvals 文档，解释高权限工具如何工作，为什么审批是硬边界，以及哪些配置最值得先看。","/docs/manual/exec-tools-and-approvals",[2178,2179,2180,1863,1883],"exec","apply-patch","approvals",{"title":2182,"description":2183,"path":2184,"category":2019,"updatedAt":2082,"sourceType":1890,"tags":2185},"从 Skills 到 Workflows：OpenClaw 扩展栈完整地图","把 Skills、Tools、插件、Hooks、ClawHub、OpenProse、Lobster 和审批流程收成一张扩展地图，帮助你判断什么时候该引入哪一层复杂度。","/docs/manual/extension-stack-full-map",[1875,1863,1966,1968,2186,2180],"workflows",{"title":2188,"description":2189,"path":2190,"category":2019,"updatedAt":2034,"sourceType":1890,"tags":2191},"Feishu 扫码接入、群控边界与 Drive 评论流","基于最新官方 Feishu 文档，整理 OpenClaw 2026.4.10 之后的飞书扫码接入、群聊控制、Drive 评论事件和 reply_comment 工作流。","/docs/manual/feishu-qr-login-and-drive-comments",[2192,2193,1862,2194,2195,2196],"feishu","lark","drive","comments","collaboration",{"title":2198,"description":2199,"path":2200,"category":2081,"updatedAt":2082,"sourceType":1890,"tags":2201},"Telegram forum topic、群 session 和 thread key 应该怎么一起看","基于最新官方 Groups 与 Channel Routing 文档，整理 Telegram forum topic 在 OpenClaw 里的 session key 形态、topic 级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[2102,2202,2014,2057,2008],"forum-topics",{"title":2204,"description":2205,"path":2206,"category":2019,"updatedAt":2082,"sourceType":1890,"tags":2207},"从第一次跑通到长期运行：OpenClaw 的完整系统地图","把安装、Gateway、控制面、渠道、模型、记忆、自动化和长期维护放到一条完整主线上，帮助你从“先跑起来”过渡到“长期稳定使用”。","/docs/manual/from-first-run-to-long-running-system",[1873,1860,1862,1982,1864,1840],{"title":2209,"description":2210,"path":2211,"category":2019,"updatedAt":2072,"sourceType":1890,"tags":2212},"Headless nodes 和设备宿主边界怎么分","基于最新官方 Nodes、Architecture 与 Pairing 文档，解释 headless nodes、普通设备节点和 Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[2028,2213,2214,2215,1860],"headless","pairing","devices",{"title":2217,"description":2218,"path":2219,"category":2019,"updatedAt":1931,"sourceType":1890,"tags":2220},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 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/prose，什么时候该转成工作流运行时。","/docs/manual/openprose-and-lobster-boundaries",[2328,2329,1967,2180,1910],"openprose","lobster",{"title":2331,"description":2332,"path":2333,"category":2008,"updatedAt":2334,"sourceType":1890,"tags":2335},"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",[2336,2066,2337,2338,2339,2340,2341],"platforms","ios","android","windows","linux","install",{"title":2343,"description":2344,"path":2345,"category":2019,"updatedAt":1931,"sourceType":1890,"tags":2346},"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",[1966,1968,1840,2129,2347],"governance",{"title":2349,"description":2350,"path":2351,"category":2019,"updatedAt":1931,"sourceType":1890,"tags":2352},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 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顺序。","/docs/operations/update-channels-and-safe-rollout",[2716,1862,2717,2718,2719,2720],"update","stable","beta","dev","rollout",{"title":2722,"description":2723,"path":2724,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2726},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback","参考",[2727,2728,2729,2730,2731],"anthropic","429","context1m","failover","reference",{"title":2733,"description":2734,"path":2735,"category":2725,"updatedAt":1923,"sourceType":1890,"tags":2736},"API 与参考资料阅读入口","说明 OpenClaw 的参考资料应如何阅读，以及中文用户在查 CLI、配置、诊断和模块说明时该怎么找信息。","/docs/reference/api-reference-overview",[2731,2039,2420,2737],"diagnostics",{"title":2739,"description":2740,"path":2741,"category":2725,"updatedAt":1974,"sourceType":1890,"tags":2742},"approvals CLI、网关与节点 allowlist 怎么管理","基于最新官方 approvals CLI 与 Exec Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[2180,2300,2178,1860,2743,2731],"node",{"title":2745,"description":2746,"path":2747,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2748},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[2049,2322,2730,2014,2731],{"title":2750,"description":2751,"path":2752,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2753},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[2214,2754,2102,2215,2731],"bootstrapToken",{"title":2756,"description":2757,"path":2758,"category":2731,"updatedAt":2009,"sourceType":1890,"tags":2759},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[2760,2013,2058,2021,2621,2012],"templates",{"title":2762,"description":2763,"path":2764,"category":2725,"updatedAt":2072,"sourceType":1890,"tags":2765},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[2214,2766,1862,2767,2550],"allowFrom","account",{"title":2769,"description":2770,"path":2771,"category":2725,"updatedAt":1843,"sourceType":1890,"tags":2772},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[2039,2731,2773,2774],"commands","terminal",{"title":2776,"description":2777,"path":2778,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2779},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[2780,2781,2049,2047,2731],"cloudflare-ai-gateway","headers",{"title":2783,"description":2784,"path":2785,"category":2786,"updatedAt":1974,"sourceType":2127,"tags":2787},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[2127,2788,2789,2790],"github","issues","feedback",{"title":2792,"description":2793,"path":2794,"category":2725,"updatedAt":1843,"sourceType":1890,"tags":2795},"配置参考","OpenClaw 完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[1874,2731,2796,2797],"settings","options",{"title":2799,"description":2800,"path":2801,"category":2725,"updatedAt":1931,"sourceType":1890,"tags":2802},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[2136,2214,2215,2157,2550],{"title":2804,"description":2805,"path":2806,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2807},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[2037,2294,2808,2380,2731],"scheduler",{"title":2810,"description":2811,"path":2812,"category":2725,"updatedAt":2489,"sourceType":1890,"tags":2813},"Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解","基于最新官方 Dashboard 文档，解释 openclaw dashboard 在普通 token、SecretRef token 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",[1918,2156,2814,2815,2049],"secretref","sessionStorage",{"title":2817,"description":2818,"path":2819,"category":2820,"updatedAt":1843,"sourceType":1890,"tags":2821},"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",[2822,2823,2824,2569,2283],"debugging","debug","runtime-overrides",{"title":2826,"description":2827,"path":2828,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2829},"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",[2737,2830,2831,2823,2731],"logging","flags",{"title":2833,"description":2834,"path":2835,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2836},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[2076,2837,2838,2057,2731],"dmScope","identityLinks",{"title":2840,"description":2841,"path":2842,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2843},"doctor 的 repair、force 和 non-interactive 应该怎么选","基于最新官方 Doctor 文档，解释 openclaw doctor 在 interactive、--repair、--force、--yes、--non-interactive 和 --deep 之间各自会做什么，避免把修复模式混成“越猛越好”。","/docs/reference/doctor-repair-modes",[2569,2570,2737,2844,2731],"migrations",{"title":2846,"description":2847,"path":2848,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2849},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[2423,1874,2084,2850,2731],"shell",{"title":2852,"description":2853,"path":2854,"category":2725,"updatedAt":1974,"sourceType":1857,"tags":2855},"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",[2856,2643,2127,2857,2645],"sources","trust",{"title":2859,"description":2860,"path":2861,"category":2725,"updatedAt":1931,"sourceType":1890,"tags":2862},"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",[1860,2863,2039,2497,2029],"rpc",{"title":2865,"description":2866,"path":2867,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2868},"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",[2214,2215,1860,2028,2731],{"title":2870,"description":2871,"path":2872,"category":2725,"updatedAt":2489,"sourceType":1890,"tags":2873},"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",[2076,1860,1989,1918,2731],{"title":2875,"description":2876,"path":2877,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2878},"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",[1860,2497,2879,2880,2731],"protocol","scopes",{"title":2882,"description":2883,"path":2884,"category":2725,"updatedAt":2072,"sourceType":1890,"tags":2885},"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",[2075,2886,2057,2300,2233],"mention",{"title":2888,"description":2889,"path":2890,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2891},"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",[2543,2892,2893,2894,2731],"visibility","activeHours","alerts",{"title":2896,"description":2897,"path":2898,"category":2725,"updatedAt":2072,"sourceType":1890,"tags":2899},"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",[2491,2497,2900,1860,2731],"sdk",{"title":2902,"description":2903,"path":2904,"category":2725,"updatedAt":2072,"sourceType":1890,"tags":2905},"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",[1874,2906,2521,2907,2731],"include","arrays",{"title":2909,"description":2910,"path":2911,"category":2725,"updatedAt":2054,"sourceType":1890,"tags":2912},"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",[2329,2913,2180,1910,2731],"invoke",{"title":2915,"description":2916,"path":2917,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2918},"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",[1864,2919,2920,2921,2922,2731],"hybrid-search","ranking","mmr","retrieval",{"title":2924,"description":2925,"path":2926,"category":2725,"updatedAt":1974,"sourceType":1890,"tags":2927},"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",[1982,2928,2049,2047,2731],"probe",{"title":2930,"description":2931,"path":2932,"category":2725,"updatedAt":2418,"sourceType":1890,"tags":2933},"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",[2214,2215,2766,2934,2550],"credentials",{"title":2936,"description":2937,"path":2938,"category":2725,"updatedAt":1974,"sourceType":1890,"tags":2939},"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",[1966,2110,2940,2941,2645,2731],"npm","pin",{"title":2943,"description":2944,"path":2945,"category":2820,"updatedAt":1931,"sourceType":1890,"tags":2946},"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",[2822,2947,2283,2047,2246],"raw-stream",{"title":2949,"description":2950,"path":2951,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2952},"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",[1933,2953,2049,1860,2731],"tlsFingerprint",{"title":2955,"description":2956,"path":2957,"category":2725,"updatedAt":2082,"sourceType":1890,"tags":2958},"回复机器人消息也算 mention 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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",[2076,1883,2837,2214,2300],{"title":2975,"description":2976,"path":2977,"category":2725,"updatedAt":2978,"sourceType":1890,"tags":2979},"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",[2076,2980,2981,2446,2731],"transcript","jsonl",{"title":2983,"description":2984,"path":2985,"category":2725,"updatedAt":2978,"sourceType":1890,"tags":2986},"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 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的文档更新，正在把自动化问题从“感觉没触发”收敛成更可观测的几层：调度、入队、运行结果、可见性与时间窗口。","/news/openclaw-automation-ops-ladder-watch-2026-03-29","https://docs.openclaw.ai/automation/troubleshooting",[1840,2543,2037,3000,1882],{"title":3318,"description":3319,"path":3320,"category":3294,"date":2034,"updatedAt":2034,"sourceType":1890,"source":3321,"tags":3322},"OpenClaw 正在把 /tasks 做成后台工作总账本，而不是聊天里的附属提示","官方近期补全的 Background Tasks 与 tasks CLI 文档，说明 OpenClaw 的后台任务体系已经从隐式执行，转向更正式的 ledger、审计和清理模型。","/news/openclaw-background-tasks-watch-2026-04-30","https://docs.openclaw.ai/automation/tasks",[2036,1840,2037,2038,2669,1882],{"title":3324,"description":3325,"path":3326,"category":3294,"date":2034,"updatedAt":2034,"sourceType":1890,"source":3327,"tags":3328},"OpenClaw 的 Amazon Bedrock 接入开始把 Guardrails 正式推到 provider 层","官方近期完善的 Amazon Bedrock 文档，把 AWS credential chain、自动发现和 Guardrails 全部写到了同一页里，说明 Bedrock 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[1918,2704,2214,1933,1883],{"title":3342,"description":3343,"path":3344,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3302,"tags":3345},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[2102,2104,2180,1862,2658],{"title":3347,"description":3348,"path":3349,"category":3146,"date":1856,"updatedAt":1856,"sourceType":2127,"source":3350,"tags":3351},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[3026,2128,3149,3102],{"title":3353,"description":3354,"path":3355,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3356,"tags":3357},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[2110,1875,2119,2120,3358,2111],"telemetry",{"title":3360,"description":3361,"path":3362,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3363,"tags":3364},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[2039,1860,2863,2029,1882],{"title":3366,"description":3367,"path":3368,"category":3294,"date":2054,"updatedAt":2054,"sourceType":1890,"source":3369,"tags":3370},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[1874,2423,2056,3371,1882],"overrides",{"title":3373,"description":3374,"path":3375,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3282,"tags":3376},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 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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",[1871,1875,2128,3026],{"title":3402,"description":3403,"path":3404,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3405,"tags":3406},"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",[2215,2214,2156,2563,3407],"rotate",{"title":3409,"description":3410,"path":3411,"category":3294,"date":2054,"updatedAt":2054,"sourceType":1890,"source":3412,"tags":3413},"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 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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",[3426,3427,3428,3429],"education","adoption","ai-tutor","higher-education",{"title":3431,"description":3432,"path":3433,"category":3423,"date":1856,"updatedAt":1856,"sourceType":2127,"source":3434,"tags":3435},"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",[1881,3028,1910,3026],{"title":3437,"description":3438,"path":3439,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3440,"tags":3441},"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",[1875,2110,1966,1968,2129],{"title":3443,"description":3444,"path":3445,"category":3294,"date":2034,"updatedAt":2034,"sourceType":1890,"source":3446,"tags":3447},"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",[2192,2193,2194,2195,1862,2196],{"title":3449,"description":3450,"path":3451,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3452,"tags":3453},"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",[1860,2214,3454,2156,2028],"pending",{"title":3456,"description":3457,"path":3458,"category":3294,"date":2489,"updatedAt":2489,"sourceType":1890,"source":3459,"tags":3460},"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",[1860,2076,1989,1918,3461],"state",{"title":3463,"description":3464,"path":3465,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3466,"tags":3467},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[3486,1864,2164,3522,3523],"vector-search","knowledge",{"title":3525,"description":3526,"path":3527,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3528,"tags":3529},"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",[2886,2075,2102,2104,2171],{"title":3531,"description":3532,"path":3533,"category":3294,"date":2054,"updatedAt":2054,"sourceType":1890,"source":3534,"tags":3535},"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",[2233,1989,2057,2237,1862],{"title":3537,"description":3538,"path":3539,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3363,"tags":3540},"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",[1982,2928,2047,2049,2606],{"title":3542,"description":3543,"path":3544,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3545,"tags":3546},"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",[2028,2213,1860,2214,2215],{"title":3548,"description":3549,"path":3550,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3551,"tags":3552},"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",[1917,3073,2341,3074,2646],{"title":3554,"description":3555,"path":3556,"category":3294,"date":2489,"updatedAt":2489,"sourceType":1890,"source":3382,"tags":3557},"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",[2658,2157,2136,2214,1933],{"title":3559,"description":3560,"path":3561,"category":3294,"date":2082,"updatedAt":2082,"sourceType":1890,"source":3562,"tags":3563},"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",[1918,1989,2497,2658,2029],{"title":3565,"description":3566,"path":3567,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3405,"tags":3568},"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",[2214,2766,1862,2767,1882],{"title":3570,"description":3571,"path":3572,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3573,"tags":3574},"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",[1966,2128,1968,2127,2129],{"title":3576,"description":3577,"path":3578,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3579,"tags":3580},"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",[1966,2110,2940,2941,2645],{"title":3582,"description":3583,"path":3584,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3585,"tags":3586},"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",[2328,2329,1910,2180,1967],{"title":3588,"description":3589,"path":3590,"category":3294,"date":2082,"updatedAt":2082,"sourceType":1890,"source":3591,"tags":3592},"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",[2047,1982,2028,2049,2347],{"title":3594,"description":3595,"path":3596,"category":3294,"date":2082,"updatedAt":2082,"sourceType":1890,"source":3597,"tags":3598},"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",[2047,2730,1982,1860,1882],{"title":3600,"description":3601,"path":3602,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3282,"tags":3603},"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",[2643,2644,2646,2645],{"title":3605,"description":3606,"path":3607,"category":3294,"date":2054,"updatedAt":2054,"sourceType":1890,"source":3308,"tags":3608},"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",[1918,2214,2028,1933,2550],{"title":3610,"description":3611,"path":3612,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3613,"tags":3614},"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",[2057,2056,3615,1862,2058],"threads",{"title":3617,"description":3618,"path":3619,"category":3294,"date":2034,"updatedAt":2034,"sourceType":1890,"source":3620,"tags":3621},"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",[2388,2275,2389,1959,1863],{"title":3623,"description":3624,"path":3625,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3626,"tags":3627},"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",[2968,3628,3629,2967,1882],"snapshot","rotation",{"title":3631,"description":3632,"path":3633,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3493,"tags":3634},"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",[2076,1883,2837,2214,2684],{"title":3636,"description":3637,"path":3638,"category":3294,"date":1974,"updatedAt":1974,"sourceType":1890,"source":3639,"tags":3640},"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",[1883,2669,2671,2670,1882],{"title":3642,"description":3643,"path":3644,"category":3645,"date":1856,"updatedAt":1856,"sourceType":2127,"source":3646,"tags":3647},"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",[1883,3648,2246,1881],"compliance",{"title":3650,"description":3651,"path":3652,"category":3294,"date":2054,"updatedAt":2054,"sourceType":1890,"source":3626,"tags":3653},"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",[1883,2967,2180,3654,1882],"proxy",{"title":3656,"description":3657,"path":3658,"category":3294,"date":2978,"updatedAt":2978,"sourceType":1890,"source":3659,"tags":3660},"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",[2076,2981,2446,2980,1860],{"title":3662,"description":3663,"path":3664,"category":3294,"date":2978,"updatedAt":2978,"sourceType":1890,"source":3665,"tags":3666},"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",[2014,2039,2987,2669,1882],{"title":3668,"description":3669,"path":3670,"category":3294,"date":2072,"updatedAt":2072,"sourceType":1890,"source":3671,"tags":3672},"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",[1883,2684,2685,3673,1860],"sandbox",{"title":3675,"description":3676,"path":3677,"category":3088,"date":1931,"updatedAt":1931,"sourceType":1890,"source":3484,"tags":3678},"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",[3486,2127,2102,1875,1840],{"title":3680,"description":3681,"path":3682,"category":3294,"date":2082,"updatedAt":2082,"sourceType":1890,"source":3671,"tags":3683},"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 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