[{"data":1,"prerenderedAt":4357},["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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当前最重要的能力结构，包括渠道、控制台、扩展和运行边界。","/docs/manual/core-capabilities",[2119,1862,1875,2120],"capabilities","voice",{"title":2122,"description":2123,"path":2124,"category":2007,"updatedAt":1930,"sourceType":1889,"tags":2125},"Dashboard 快速打开与认证行为","基于最新官方 Dashboard 文档，整理 openclaw dashboard 的快速打开路径、token 在浏览器里的保存行为，以及本地与远程打开时最容易混淆的认证边界。","/docs/manual/dashboard-fast-path-and-auth",[1918,2106,2126,2127,2128],"auth","token","browser",{"title":2130,"description":2131,"path":2132,"category":2007,"updatedAt":1930,"sourceType":1889,"tags":2133},"Deepgram 音频转录怎么接","基于最新官方 Deepgram provider 文档，整理 OpenClaw 里语音转录的接入方式、配置重点，以及它和聊天模型 provider 的边界。","/docs/manual/deepgram-audio-transcription",[2134,2135,2136,2120,2137],"deepgram","transcription","audio","providers",{"title":2139,"description":2140,"path":2141,"category":2007,"updatedAt":1914,"sourceType":1889,"tags":2142},"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",[1862,2074,2143,2009,2144],"slack","team",{"title":2146,"description":2147,"path":2148,"category":2007,"updatedAt":1843,"sourceType":1889,"tags":2149},"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",[2150,2151,2152,1863,1883],"exec","apply-patch","approvals",{"title":2154,"description":2155,"path":2156,"category":2007,"updatedAt":2051,"sourceType":1889,"tags":2157},"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",[1875,1863,1965,1967,2158,2152],"workflows",{"title":2160,"description":2161,"path":2162,"category":2050,"updatedAt":2051,"sourceType":1889,"tags":2163},"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",[2072,2164,2165,2026,2054],"forum-topics","sessions",{"title":2167,"description":2168,"path":2169,"category":2007,"updatedAt":2051,"sourceType":1889,"tags":2170},"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",[1873,1860,1862,1981,1864,1840],{"title":2172,"description":2173,"path":2174,"category":2007,"updatedAt":2041,"sourceType":1889,"tags":2175},"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",[2017,2176,2177,2178,1860],"headless","pairing","devices",{"title":2180,"description":2181,"path":2182,"category":2007,"updatedAt":1930,"sourceType":1889,"tags":2183},"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 hooks。","/docs/manual/hook-lifecycle-events",[1967,2184,2185,1840,1965],"lifecycle","events",{"title":2187,"description":2188,"path":2189,"category":2007,"updatedAt":1914,"sourceType":1889,"tags":2190},"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",[1967,1840,2158,2185],{"title":2192,"description":2193,"path":2194,"category":2007,"updatedAt":2023,"sourceType":1889,"tags":2195},"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",[2196,2197,2198,2199,2200],"messages","queueing","dedupe","debounce","delivery",{"title":2202,"description":2203,"path":2204,"category":2007,"updatedAt":1973,"sourceType":1889,"tags":2205},"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",[2206,2207,2208,2209,1958],"ollama","local-model","llm","privacy",{"title":2211,"description":2212,"path":2213,"category":2007,"updatedAt":1930,"sourceType":1889,"tags":2214},"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",[2215,2017,2061,2216,2217],"location","permissions","gps",{"title":2219,"description":2220,"path":2221,"category":2007,"updatedAt":1930,"sourceType":1889,"tags":2222},"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",[1864,2223,2165,2224,2225],"markdown","memory_search","memory_get",{"title":2227,"description":2228,"path":2229,"category":2007,"updatedAt":1973,"sourceType":1889,"tags":2230},"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 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做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[2177,2676,2072,2178,2652],"bootstrapToken",{"title":2678,"description":2679,"path":2680,"category":2646,"updatedAt":2041,"sourceType":1889,"tags":2681},"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",[2177,2682,1862,2683,2470],"allowFrom","account",{"title":2685,"description":2686,"path":2687,"category":2646,"updatedAt":1843,"sourceType":1889,"tags":2688},"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",[2310,2652,2689,2690],"commands","terminal",{"title":2692,"description":2693,"path":2694,"category":2646,"updatedAt":2051,"sourceType":1889,"tags":2695},"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",[2696,2697,2126,2137,2652],"cloudflare-ai-gateway","headers",{"title":2699,"description":2700,"path":2701,"category":2702,"updatedAt":1973,"sourceType":2097,"tags":2703},"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",[2097,2704,2705,2706],"github","issues","feedback",{"title":2708,"description":2709,"path":2710,"category":2646,"updatedAt":1843,"sourceType":1889,"tags":2711},"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",[1874,2652,2712,2713],"settings","options",{"title":2715,"description":2716,"path":2717,"category":2646,"updatedAt":1930,"sourceType":1889,"tags":2718},"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",[2106,2177,2178,2128,2470],{"title":2720,"description":2721,"path":2722,"category":2646,"updatedAt":2051,"sourceType":1889,"tags":2723},"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",[2455,2257,2724,2725,2652],"scheduler","queue",{"title":2727,"description":2728,"path":2729,"category":2646,"updatedAt":2408,"sourceType":1889,"tags":2730},"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",[1918,2127,2731,2732,2126],"secretref","sessionStorage",{"title":2734,"description":2735,"path":2736,"category":2737,"updatedAt":1843,"sourceType":1889,"tags":2738},"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",[2739,2740,2741,2489,2246],"debugging","debug","runtime-overrides",{"title":2743,"description":2744,"path":2745,"category":2646,"updatedAt":2023,"sourceType":1889,"tags":2746},"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",[2658,2747,2748,2740,2652],"logging","flags",{"title":2750,"description":2751,"path":2752,"category":2646,"updatedAt":2023,"sourceType":1889,"tags":2753},"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",[2045,2754,2755,2026,2652],"dmScope","identityLinks",{"title":2757,"description":2758,"path":2759,"category":2646,"updatedAt":2023,"sourceType":1889,"tags":2760},"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",[2489,2490,2658,2761,2652],"migrations",{"title":2763,"description":2764,"path":2765,"category":2646,"updatedAt":2023,"sourceType":1889,"tags":2766},"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",[2351,1874,2053,2767,2652],"shell",{"title":2769,"description":2770,"path":2771,"category":2646,"updatedAt":1973,"sourceType":1857,"tags":2772},"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",[2773,2564,2097,2774,2566],"sources","trust",{"title":2776,"description":2777,"path":2778,"category":2646,"updatedAt":1930,"sourceType":1889,"tags":2779},"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",[1860,2780,2310,2416,2018],"rpc",{"title":2782,"description":2783,"path":2784,"category":2646,"updatedAt":2023,"sourceType":1889,"tags":2785},"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",[2177,2178,1860,2017,2652],{"title":2787,"description":2788,"path":2789,"category":2646,"updatedAt":2408,"sourceType":1889,"tags":2790},"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",[2045,1860,1988,1918,2652],{"title":2792,"description":2793,"path":2794,"category":2646,"updatedAt":2051,"sourceType":1889,"tags":2795},"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",[1860,2416,2796,2797,2652],"protocol","scopes",{"title":2799,"description":2800,"path":2801,"category":2646,"updatedAt":2041,"sourceType":1889,"tags":2802},"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",[2044,2803,2026,2263,2196],"mention",{"title":2805,"description":2806,"path":2807,"category":2646,"updatedAt":2051,"sourceType":1889,"tags":2808},"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",[2463,2809,2810,2811,2652],"visibility","activeHours","alerts",{"title":2813,"description":2814,"path":2815,"category":2646,"updatedAt":2041,"sourceType":1889,"tags":2816},"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",[2410,2416,2817,1860,2652],"sdk",{"title":2819,"description":2820,"path":2821,"category":2646,"updatedAt":2041,"sourceType":1889,"tags":2822},"include 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[1864,2836,2837,2838,2839,2652],"hybrid-search","ranking","mmr","retrieval",{"title":2841,"description":2842,"path":2843,"category":2646,"updatedAt":1973,"sourceType":1889,"tags":2844},"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",[1981,2845,2126,2137,2652],"probe",{"title":2847,"description":2848,"path":2849,"category":2646,"updatedAt":2346,"sourceType":1889,"tags":2850},"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",[2177,2178,2682,2851,2470],"credentials",{"title":2853,"description":2854,"path":2855,"category":2646,"updatedAt":1973,"sourceType":1889,"tags":2856},"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 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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",[2045,1883,2754,2177,2263],{"title":2893,"description":2894,"path":2895,"category":2646,"updatedAt":2896,"sourceType":1889,"tags":2897},"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",[2045,2898,2899,2365,2652],"transcript","jsonl",{"title":2901,"description":2902,"path":2903,"category":2646,"updatedAt":2896,"sourceType":1889,"tags":2904},"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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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",[2072,2074,2152,1862,2579],{"title":3257,"description":3258,"path":3259,"category":3069,"date":1856,"updatedAt":1856,"sourceType":2097,"source":3260,"tags":3261},"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",[2944,2098,3072,3024],{"title":3263,"description":3264,"path":3265,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3266,"tags":3267},"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",[2080,1875,2089,2090,3268,2081],"telemetry",{"title":3270,"description":3271,"path":3272,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3273,"tags":3274},"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",[2310,1860,2780,2018,1882],{"title":3276,"description":3277,"path":3278,"category":3216,"date":2023,"updatedAt":2023,"sourceType":1889,"source":3279,"tags":3280},"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",[1874,2351,2025,3281,1882],"overrides",{"title":3283,"description":3284,"path":3285,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3210,"tags":3286},"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 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[2364,2365,2165,1864,3287],"continuity",{"title":3289,"description":3290,"path":3291,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3292,"tags":3293},"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",[2106,1918,2448,2177,1932],{"title":3295,"description":3296,"path":3297,"category":3216,"date":2408,"updatedAt":2408,"sourceType":1889,"source":3230,"tags":3298},"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",[1918,3299,2731,2126,2106],"bootstrap",{"title":3301,"description":3302,"path":3303,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3230,"tags":3304},"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",[1918,1988,2127,2731,2026,3305],"web",{"title":3307,"description":3308,"path":3309,"category":3009,"date":1856,"updatedAt":1856,"sourceType":2097,"source":3310,"tags":3311},"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",[1871,1875,2098,2944],{"title":3313,"description":3314,"path":3315,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3316,"tags":3317},"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",[2178,2177,2127,2483,3318],"rotate",{"title":3320,"description":3321,"path":3322,"category":3216,"date":2023,"updatedAt":2023,"sourceType":1889,"source":3323,"tags":3324},"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",[2489,2658,2490,2739,1882],{"title":3326,"description":3327,"path":3328,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3323,"tags":3329},"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",[2489,2490,2348,2567,2658],{"title":3331,"description":3332,"path":3333,"category":3334,"date":1856,"updatedAt":1856,"sourceType":2097,"source":3335,"tags":3336},"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",[3337,3338,3339,3340],"education","adoption","ai-tutor","higher-education",{"title":3342,"description":3343,"path":3344,"category":3334,"date":1856,"updatedAt":1856,"sourceType":2097,"source":3345,"tags":3346},"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",[1881,2946,1909,2944],{"title":3348,"description":3349,"path":3350,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3351,"tags":3352},"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",[1875,2080,1965,1967,2099],{"title":3354,"description":3355,"path":3356,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3357,"tags":3358},"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",[1860,2177,3359,2127,2017],"pending",{"title":3361,"description":3362,"path":3363,"category":3216,"date":2408,"updatedAt":2408,"sourceType":1889,"source":3364,"tags":3365},"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",[1860,2045,1988,1918,3366],"state",{"title":3368,"description":3369,"path":3370,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3371,"tags":3372},"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",[2044,2803,2263,2196,2026],{"title":3374,"description":3375,"path":3376,"category":3216,"date":2051,"updatedAt":2051,"sourceType":1889,"source":3371,"tags":3377},"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",[2044,2876,3378,2043,2289],"activation",{"title":3380,"description":3381,"path":3382,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3383,"tags":3384},"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 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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",[3391,1864,2135,3427,3428],"vector-search","knowledge",{"title":3430,"description":3431,"path":3432,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3433,"tags":3434},"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",[2803,2044,2072,2074,2143],{"title":3436,"description":3437,"path":3438,"category":3216,"date":2023,"updatedAt":2023,"sourceType":1889,"source":3439,"tags":3440},"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",[2196,1988,2026,2200,1862],{"title":3442,"description":3443,"path":3444,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3273,"tags":3445},"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",[1981,2845,2137,2126,2527],{"title":3447,"description":3448,"path":3449,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3450,"tags":3451},"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",[2579,2128,2106,2177,1932],{"title":3465,"description":3466,"path":3467,"category":3216,"date":2051,"updatedAt":2051,"sourceType":1889,"source":3468,"tags":3469},"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",[1918,1988,2416,2579,2018],{"title":3471,"description":3472,"path":3473,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3316,"tags":3474},"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",[2177,2682,1862,2683,1882],{"title":3476,"description":3477,"path":3478,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3479,"tags":3480},"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",[1965,2098,1967,2097,2099],{"title":3482,"description":3483,"path":3484,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3485,"tags":3486},"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",[1965,2080,2857,2858,2566],{"title":3488,"description":3489,"path":3490,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3491,"tags":3492},"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",[2282,2283,1909,2152,1966],{"title":3494,"description":3495,"path":3496,"category":3216,"date":2051,"updatedAt":2051,"sourceType":1889,"source":3497,"tags":3498},"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",[2137,1981,2017,2126,2289],{"title":3500,"description":3501,"path":3502,"category":3216,"date":2051,"updatedAt":2051,"sourceType":1889,"source":3503,"tags":3504},"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",[2137,2651,1981,1860,1882],{"title":3506,"description":3507,"path":3508,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3210,"tags":3509},"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",[2564,2565,2567,2566],{"title":3511,"description":3512,"path":3513,"category":3216,"date":2023,"updatedAt":2023,"sourceType":1889,"source":3230,"tags":3514},"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",[1918,2177,2017,1932,2470],{"title":3516,"description":3517,"path":3518,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3519,"tags":3520},"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",[2026,2025,3521,1862,2027],"threads",{"title":3523,"description":3524,"path":3525,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3526,"tags":3527},"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",[2885,3528,3529,2884,1882],"snapshot","rotation",{"title":3531,"description":3532,"path":3533,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3398,"tags":3534},"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",[2045,1883,2754,2177,2605],{"title":3536,"description":3537,"path":3538,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3539,"tags":3540},"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",[1883,2590,2592,2591,1882],{"title":3542,"description":3543,"path":3544,"category":3545,"date":1856,"updatedAt":1856,"sourceType":2097,"source":3546,"tags":3547},"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",[1883,3548,2209,1881],"compliance",{"title":3550,"description":3551,"path":3552,"category":3216,"date":2023,"updatedAt":2023,"sourceType":1889,"source":3526,"tags":3553},"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",[1883,2884,2152,3554,1882],"proxy",{"title":3556,"description":3557,"path":3558,"category":3216,"date":2896,"updatedAt":2896,"sourceType":1889,"source":3559,"tags":3560},"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",[2045,2899,2365,2898,1860],{"title":3562,"description":3563,"path":3564,"category":3216,"date":2896,"updatedAt":2896,"sourceType":1889,"source":3565,"tags":3566},"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",[2165,2310,2905,2590,1882],{"title":3568,"description":3569,"path":3570,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3571,"tags":3572},"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",[1883,2605,2606,3573,1860],"sandbox",{"title":3575,"description":3576,"path":3577,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3389,"tags":3578},"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",[3391,2097,2072,1875,1840],{"title":3580,"description":3581,"path":3582,"category":3216,"date":2051,"updatedAt":2051,"sourceType":1889,"source":3571,"tags":3583},"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",[2605,2755,2043,2026,1883],{"title":3585,"description":3586,"path":3587,"category":3216,"date":2896,"updatedAt":2896,"sourceType":1889,"source":3588,"tags":3589},"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",[2898,2137,2924,2925,3590],"compatibility",{"title":3592,"description":3593,"path":3594,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3249,"tags":3595},"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",[2625,1883,1932,1860,2126],{"title":3597,"description":3598,"path":3599,"category":3216,"date":2408,"updatedAt":2408,"sourceType":1889,"source":3364,"tags":3600},"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",[1860,1988,2410,2739,2045],{"title":3602,"description":3603,"path":3604,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3605,"tags":3606},"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",[2973,2567,2670,1860,3366],{"title":3608,"description":3609,"path":3610,"category":3216,"date":1973,"updatedAt":1973,"sourceType":1889,"source":3611,"tags":3612},"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",[2637,2638,2639,2640,2641],{"title":3614,"description":3615,"path":3616,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3389,"tags":3617},"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",[3391,2120,3618,3619,2135],"phone","tts",{"title":3621,"description":3622,"path":3623,"category":3216,"date":2041,"updatedAt":2041,"sourceType":1889,"source":3624,"tags":3625},"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",[2120,2396,2397,2017,2178],{"title":3627,"description":3628,"path":3629,"category":3009,"date":1930,"updatedAt":1930,"sourceType":1889,"source":3230,"tags":3630},"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",[1918,1988,2416,2106,3305],{"title":3632,"description":3633,"path":3634,"category":3216,"date":2408,"updatedAt":2408,"sourceType":1889,"source":3635,"tags":3636},"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 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