[{"data":1,"prerenderedAt":4122},["ShallowReactive",2],{"best-practices:integration-development":3,"content-manifest":1481},{"id":4,"title":5,"body":6,"category":1464,"date":1465,"description":1466,"difficulty":1467,"extension":1468,"meta":1469,"navigation":149,"path":1470,"seo":1471,"source":1465,"sourceName":1465,"sourceType":1472,"stem":1473,"tags":1474,"updatedAt":1479,"__hash__":1480},"bestPractices/best-practices/integration-development.md","API 集成与二次开发",{"type":7,"value":8,"toc":1434},"minimark",[9,13,17,22,27,83,87,98,101,104,182,185,189,292,295,396,399,465,469,565,569,572,660,663,738,741,794,797,800,916,919,1005,1008,1111,1115,1119,1201,1205,1295,1298,1301,1307,1311,1404,1407,1430],[10,11,5],"h1",{"id":12},"api-集成与二次开发",[14,15,16],"p",{},"本文介绍 OpenClaw API 的使用和二次开发方法。",[18,19,21],"h2",{"id":20},"api-概述","API 概述",[23,24,26],"h3",{"id":25},"api-类型","API 类型",[28,29,30,46],"table",{},[31,32,33],"thead",{},[34,35,36,40,43],"tr",{},[37,38,39],"th",{},"类型",[37,41,42],{},"说明",[37,44,45],{},"用途",[47,48,49,61,72],"tbody",{},[34,50,51,55,58],{},[52,53,54],"td",{},"REST API",[52,56,57],{},"HTTP 接口",[52,59,60],{},"管理和配置",[34,62,63,66,69],{},[52,64,65],{},"WebSocket",[52,67,68],{},"实时通信",[52,70,71],{},"聊天和事件",[34,73,74,77,80],{},[52,75,76],{},"CLI",[52,78,79],{},"命令行",[52,81,82],{},"运维管理",[23,84,86],{"id":85},"基础-url","基础 URL",[88,89,94],"pre",{"className":90,"code":92,"language":93},[91],"language-text","本地：http://127.0.0.1:18789\n远程：https://openclaw.tail-scale.ts.net\n","text",[95,96,92],"code",{"__ignoreMap":97},"",[18,99,54],{"id":100},"rest-api",[23,102,103],{"id":103},"认证",[88,105,109],{"className":106,"code":107,"language":108,"meta":97,"style":97},"language-bash shiki shiki-themes github-light github-dark","# 使用 Token\ncurl -H \"Authorization: Bearer YOUR_TOKEN\" \\\n  http://127.0.0.1:18789/api/status\n\n# 使用环境变量\nexport OPENCLAW_TOKEN=YOUR_TOKEN\ncurl http://127.0.0.1:18789/api/status\n","bash",[95,110,111,120,138,144,151,157,174],{"__ignoreMap":97},[112,113,116],"span",{"class":114,"line":115},"line",1,[112,117,119],{"class":118},"sJ8bj","# 使用 Token\n",[112,121,123,127,131,135],{"class":114,"line":122},2,[112,124,126],{"class":125},"sScJk","curl",[112,128,130],{"class":129},"sj4cs"," -H",[112,132,134],{"class":133},"sZZnC"," \"Authorization: Bearer YOUR_TOKEN\"",[112,136,137],{"class":129}," \\\n",[112,139,141],{"class":114,"line":140},3,[112,142,143],{"class":133},"  http://127.0.0.1:18789/api/status\n",[112,145,147],{"class":114,"line":146},4,[112,148,150],{"emptyLinePlaceholder":149},true,"\n",[112,152,154],{"class":114,"line":153},5,[112,155,156],{"class":118},"# 使用环境变量\n",[112,158,160,164,168,171],{"class":114,"line":159},6,[112,161,163],{"class":162},"szBVR","export",[112,165,167],{"class":166},"sVt8B"," OPENCLAW_TOKEN",[112,169,170],{"class":162},"=",[112,172,173],{"class":166},"YOUR_TOKEN\n",[112,175,177,179],{"class":114,"line":176},7,[112,178,126],{"class":125},[112,180,181],{"class":133}," http://127.0.0.1:18789/api/status\n",[23,183,184],{"id":184},"常用接口",[186,187,188],"h4",{"id":188},"获取状态",[88,190,192],{"className":106,"code":191,"language":108,"meta":97,"style":97},"GET /api/status\n\n# 响应\n{\n  \"status\": \"running\",\n  \"version\": \"2026.3.7\",\n  \"uptime\": 3600,\n  \"channels\": {\n    \"telegram\": \"connected\",\n    \"whatsapp\": \"connected\"\n  }\n}\n",[95,193,194,202,206,211,216,227,237,247,258,269,280,286],{"__ignoreMap":97},[112,195,196,199],{"class":114,"line":115},[112,197,198],{"class":125},"GET",[112,200,201],{"class":133}," /api/status\n",[112,203,204],{"class":114,"line":122},[112,205,150],{"emptyLinePlaceholder":149},[112,207,208],{"class":114,"line":140},[112,209,210],{"class":118},"# 响应\n",[112,212,213],{"class":114,"line":146},[112,214,215],{"class":166},"{\n",[112,217,218,221,224],{"class":114,"line":153},[112,219,220],{"class":125},"  \"status\"",[112,222,223],{"class":129},":",[112,225,226],{"class":133}," \"running\",\n",[112,228,229,232,234],{"class":114,"line":159},[112,230,231],{"class":125},"  \"version\"",[112,233,223],{"class":129},[112,235,236],{"class":133}," \"2026.3.7\",\n",[112,238,239,242,244],{"class":114,"line":176},[112,240,241],{"class":125},"  \"uptime\"",[112,243,223],{"class":129},[112,245,246],{"class":133}," 3600,\n",[112,248,250,253,255],{"class":114,"line":249},8,[112,251,252],{"class":125},"  \"channels\"",[112,254,223],{"class":129},[112,256,257],{"class":133}," {\n",[112,259,261,264,266],{"class":114,"line":260},9,[112,262,263],{"class":125},"    \"telegram\"",[112,265,223],{"class":129},[112,267,268],{"class":133}," \"connected\",\n",[112,270,272,275,277],{"class":114,"line":271},10,[112,273,274],{"class":125},"    \"whatsapp\"",[112,276,223],{"class":129},[112,278,279],{"class":133}," \"connected\"\n",[112,281,283],{"class":114,"line":282},11,[112,284,285],{"class":166},"  }\n",[112,287,289],{"class":114,"line":288},12,[112,290,291],{"class":166},"}\n",[186,293,294],{"id":294},"发送消息",[88,296,298],{"className":106,"code":297,"language":108,"meta":97,"style":97},"POST /api/chat\nContent-Type: application/json\n\n{\n  \"message\": \"你好\",\n  \"channel\": \"telegram\",\n  \"user_id\": \"user123\"\n}\n\n# 响应\n{\n  \"response\": \"你好！有什么可以帮助你的？\",\n  \"session_id\": \"sess_abc123\"\n}\n",[95,299,300,308,316,320,324,334,344,354,358,362,366,370,380,391],{"__ignoreMap":97},[112,301,302,305],{"class":114,"line":115},[112,303,304],{"class":125},"POST",[112,306,307],{"class":133}," /api/chat\n",[112,309,310,313],{"class":114,"line":122},[112,311,312],{"class":125},"Content-Type:",[112,314,315],{"class":133}," application/json\n",[112,317,318],{"class":114,"line":140},[112,319,150],{"emptyLinePlaceholder":149},[112,321,322],{"class":114,"line":146},[112,323,215],{"class":166},[112,325,326,329,331],{"class":114,"line":153},[112,327,328],{"class":125},"  \"message\"",[112,330,223],{"class":129},[112,332,333],{"class":133}," \"你好\",\n",[112,335,336,339,341],{"class":114,"line":159},[112,337,338],{"class":125},"  \"channel\"",[112,340,223],{"class":129},[112,342,343],{"class":133}," \"telegram\",\n",[112,345,346,349,351],{"class":114,"line":176},[112,347,348],{"class":125},"  \"user_id\"",[112,350,223],{"class":129},[112,352,353],{"class":133}," \"user123\"\n",[112,355,356],{"class":114,"line":249},[112,357,291],{"class":166},[112,359,360],{"class":114,"line":260},[112,361,150],{"emptyLinePlaceholder":149},[112,363,364],{"class":114,"line":271},[112,365,210],{"class":118},[112,367,368],{"class":114,"line":282},[112,369,215],{"class":166},[112,371,372,375,377],{"class":114,"line":288},[112,373,374],{"class":125},"  \"response\"",[112,376,223],{"class":129},[112,378,379],{"class":133}," \"你好！有什么可以帮助你的？\",\n",[112,381,383,386,388],{"class":114,"line":382},13,[112,384,385],{"class":125},"  \"session_id\"",[112,387,223],{"class":129},[112,389,390],{"class":133}," \"sess_abc123\"\n",[112,392,394],{"class":114,"line":393},14,[112,395,291],{"class":166},[186,397,398],{"id":398},"管理会话",[88,400,402],{"className":106,"code":401,"language":108,"meta":97,"style":97},"# 获取会话列表\nGET /api/sessions\n\n# 获取会话历史\nGET /api/sessions/{session_id}/history\n\n# 发送消息到会话\nPOST /api/sessions/{session_id}/send\n{\n  \"message\": \"继续\"\n}\n",[95,403,404,409,416,420,425,432,436,441,448,452,461],{"__ignoreMap":97},[112,405,406],{"class":114,"line":115},[112,407,408],{"class":118},"# 获取会话列表\n",[112,410,411,413],{"class":114,"line":122},[112,412,198],{"class":125},[112,414,415],{"class":133}," /api/sessions\n",[112,417,418],{"class":114,"line":140},[112,419,150],{"emptyLinePlaceholder":149},[112,421,422],{"class":114,"line":146},[112,423,424],{"class":118},"# 获取会话历史\n",[112,426,427,429],{"class":114,"line":153},[112,428,198],{"class":125},[112,430,431],{"class":133}," /api/sessions/{session_id}/history\n",[112,433,434],{"class":114,"line":159},[112,435,150],{"emptyLinePlaceholder":149},[112,437,438],{"class":114,"line":176},[112,439,440],{"class":118},"# 发送消息到会话\n",[112,442,443,445],{"class":114,"line":249},[112,444,304],{"class":125},[112,446,447],{"class":133}," /api/sessions/{session_id}/send\n",[112,449,450],{"class":114,"line":260},[112,451,215],{"class":166},[112,453,454,456,458],{"class":114,"line":271},[112,455,328],{"class":125},[112,457,223],{"class":129},[112,459,460],{"class":133}," \"继续\"\n",[112,462,463],{"class":114,"line":282},[112,464,291],{"class":166},[23,466,468],{"id":467},"python-sdk","Python SDK",[88,470,474],{"className":471,"code":472,"language":473,"meta":97,"style":97},"language-python shiki shiki-themes github-light github-dark","from openclaw import OpenClaw\n\nclient = OpenClaw(\n    token=\"YOUR_TOKEN\",\n    base_url=\"http://127.0.0.1:18789\"\n)\n\n# 发送消息\nresponse = client.chat.send(\n    message=\"你好\",\n    channel=\"telegram\"\n)\n\n# 获取状态\nstatus = client.status.get()\n\n# 管理技能\nskills = client.skills.list()\n","python",[95,475,476,481,485,490,495,500,505,509,514,519,524,529,533,537,542,548,553,559],{"__ignoreMap":97},[112,477,478],{"class":114,"line":115},[112,479,480],{},"from openclaw import OpenClaw\n",[112,482,483],{"class":114,"line":122},[112,484,150],{"emptyLinePlaceholder":149},[112,486,487],{"class":114,"line":140},[112,488,489],{},"client = OpenClaw(\n",[112,491,492],{"class":114,"line":146},[112,493,494],{},"    token=\"YOUR_TOKEN\",\n",[112,496,497],{"class":114,"line":153},[112,498,499],{},"    base_url=\"http://127.0.0.1:18789\"\n",[112,501,502],{"class":114,"line":159},[112,503,504],{},")\n",[112,506,507],{"class":114,"line":176},[112,508,150],{"emptyLinePlaceholder":149},[112,510,511],{"class":114,"line":249},[112,512,513],{},"# 发送消息\n",[112,515,516],{"class":114,"line":260},[112,517,518],{},"response = client.chat.send(\n",[112,520,521],{"class":114,"line":271},[112,522,523],{},"    message=\"你好\",\n",[112,525,526],{"class":114,"line":282},[112,527,528],{},"    channel=\"telegram\"\n",[112,530,531],{"class":114,"line":288},[112,532,504],{},[112,534,535],{"class":114,"line":382},[112,536,150],{"emptyLinePlaceholder":149},[112,538,539],{"class":114,"line":393},[112,540,541],{},"# 获取状态\n",[112,543,545],{"class":114,"line":544},15,[112,546,547],{},"status = client.status.get()\n",[112,549,551],{"class":114,"line":550},16,[112,552,150],{"emptyLinePlaceholder":149},[112,554,556],{"class":114,"line":555},17,[112,557,558],{},"# 管理技能\n",[112,560,562],{"class":114,"line":561},18,[112,563,564],{},"skills = client.skills.list()\n",[18,566,568],{"id":567},"websocket-api","WebSocket API",[23,570,571],{"id":571},"连接",[88,573,575],{"className":471,"code":574,"language":473,"meta":97,"style":97},"import asyncio\nimport websockets\n\nasync def connect():\n    uri = \"ws://127.0.0.1:18789/ws\"\n    async with websockets.connect(uri) as ws:\n        # 认证\n        await ws.send({\n            \"type\": \"auth\",\n            \"token\": \"YOUR_TOKEN\"\n        })\n        \n        # 接收消息\n        async for message in ws:\n            print(message)\n\nasyncio.run(connect())\n",[95,576,577,582,587,591,596,601,606,611,616,621,626,631,636,641,646,651,655],{"__ignoreMap":97},[112,578,579],{"class":114,"line":115},[112,580,581],{},"import asyncio\n",[112,583,584],{"class":114,"line":122},[112,585,586],{},"import websockets\n",[112,588,589],{"class":114,"line":140},[112,590,150],{"emptyLinePlaceholder":149},[112,592,593],{"class":114,"line":146},[112,594,595],{},"async def connect():\n",[112,597,598],{"class":114,"line":153},[112,599,600],{},"    uri = \"ws://127.0.0.1:18789/ws\"\n",[112,602,603],{"class":114,"line":159},[112,604,605],{},"    async with websockets.connect(uri) as ws:\n",[112,607,608],{"class":114,"line":176},[112,609,610],{},"        # 认证\n",[112,612,613],{"class":114,"line":249},[112,614,615],{},"        await ws.send({\n",[112,617,618],{"class":114,"line":260},[112,619,620],{},"            \"type\": \"auth\",\n",[112,622,623],{"class":114,"line":271},[112,624,625],{},"            \"token\": \"YOUR_TOKEN\"\n",[112,627,628],{"class":114,"line":282},[112,629,630],{},"        })\n",[112,632,633],{"class":114,"line":288},[112,634,635],{},"        \n",[112,637,638],{"class":114,"line":382},[112,639,640],{},"        # 接收消息\n",[112,642,643],{"class":114,"line":393},[112,644,645],{},"        async for message in ws:\n",[112,647,648],{"class":114,"line":544},[112,649,650],{},"            print(message)\n",[112,652,653],{"class":114,"line":550},[112,654,150],{"emptyLinePlaceholder":149},[112,656,657],{"class":114,"line":555},[112,658,659],{},"asyncio.run(connect())\n",[23,661,662],{"id":662},"消息格式",[88,664,668],{"className":665,"code":666,"language":667,"meta":97,"style":97},"language-json shiki shiki-themes github-light github-dark","{\n  \"type\": \"message\",\n  \"data\": {\n    \"content\": \"你好\",\n    \"channel\": \"telegram\",\n    \"user_id\": \"user123\"\n  }\n}\n","json",[95,669,670,674,688,696,708,720,730,734],{"__ignoreMap":97},[112,671,672],{"class":114,"line":115},[112,673,215],{"class":166},[112,675,676,679,682,685],{"class":114,"line":122},[112,677,678],{"class":129},"  \"type\"",[112,680,681],{"class":166},": ",[112,683,684],{"class":133},"\"message\"",[112,686,687],{"class":166},",\n",[112,689,690,693],{"class":114,"line":140},[112,691,692],{"class":129},"  \"data\"",[112,694,695],{"class":166},": {\n",[112,697,698,701,703,706],{"class":114,"line":146},[112,699,700],{"class":129},"    \"content\"",[112,702,681],{"class":166},[112,704,705],{"class":133},"\"你好\"",[112,707,687],{"class":166},[112,709,710,713,715,718],{"class":114,"line":153},[112,711,712],{"class":129},"    \"channel\"",[112,714,681],{"class":166},[112,716,717],{"class":133},"\"telegram\"",[112,719,687],{"class":166},[112,721,722,725,727],{"class":114,"line":159},[112,723,724],{"class":129},"    \"user_id\"",[112,726,681],{"class":166},[112,728,729],{"class":133},"\"user123\"\n",[112,731,732],{"class":114,"line":176},[112,733,285],{"class":166},[112,735,736],{"class":114,"line":249},[112,737,291],{"class":166},[23,739,740],{"id":740},"事件类型",[28,742,743,752],{},[31,744,745],{},[34,746,747,750],{},[37,748,749],{},"事件",[37,751,42],{},[47,753,754,762,770,778,786],{},[34,755,756,759],{},[52,757,758],{},"message",[52,760,761],{},"收到消息",[34,763,764,767],{},[52,765,766],{},"response",[52,768,769],{},"AI 响应",[34,771,772,775],{},[52,773,774],{},"error",[52,776,777],{},"错误",[34,779,780,783],{},[52,781,782],{},"typing",[52,784,785],{},"正在输入",[34,787,788,791],{},[52,789,790],{},"presence",[52,792,793],{},"状态变化",[18,795,796],{"id":796},"二次开发",[23,798,799],{"id":799},"创建自定义渠道",[88,801,803],{"className":471,"code":802,"language":473,"meta":97,"style":97},"from openclaw.channels import BaseChannel\n\nclass MyChannel(BaseChannel):\n    name = \"my_channel\"\n    \n    async def connect(self):\n        # 连接逻辑\n        pass\n    \n    async def send(self, message):\n        # 发送消息\n        pass\n    \n    async def receive(self):\n        # 接收消息\n        pass\n    \n    async def disconnect(self):\n        # 断开连接\n        pass\n\n# 注册渠道\nChannelRegistry.register(MyChannel)\n",[95,804,805,810,814,819,824,829,834,839,844,848,853,858,862,866,871,875,879,883,888,894,899,904,910],{"__ignoreMap":97},[112,806,807],{"class":114,"line":115},[112,808,809],{},"from openclaw.channels import BaseChannel\n",[112,811,812],{"class":114,"line":122},[112,813,150],{"emptyLinePlaceholder":149},[112,815,816],{"class":114,"line":140},[112,817,818],{},"class MyChannel(BaseChannel):\n",[112,820,821],{"class":114,"line":146},[112,822,823],{},"    name = \"my_channel\"\n",[112,825,826],{"class":114,"line":153},[112,827,828],{},"    \n",[112,830,831],{"class":114,"line":159},[112,832,833],{},"    async def connect(self):\n",[112,835,836],{"class":114,"line":176},[112,837,838],{},"        # 连接逻辑\n",[112,840,841],{"class":114,"line":249},[112,842,843],{},"        pass\n",[112,845,846],{"class":114,"line":260},[112,847,828],{},[112,849,850],{"class":114,"line":271},[112,851,852],{},"    async def send(self, message):\n",[112,854,855],{"class":114,"line":282},[112,856,857],{},"        # 发送消息\n",[112,859,860],{"class":114,"line":288},[112,861,843],{},[112,863,864],{"class":114,"line":382},[112,865,828],{},[112,867,868],{"class":114,"line":393},[112,869,870],{},"    async def receive(self):\n",[112,872,873],{"class":114,"line":544},[112,874,640],{},[112,876,877],{"class":114,"line":550},[112,878,843],{},[112,880,881],{"class":114,"line":555},[112,882,828],{},[112,884,885],{"class":114,"line":561},[112,886,887],{},"    async def disconnect(self):\n",[112,889,891],{"class":114,"line":890},19,[112,892,893],{},"        # 断开连接\n",[112,895,897],{"class":114,"line":896},20,[112,898,843],{},[112,900,902],{"class":114,"line":901},21,[112,903,150],{"emptyLinePlaceholder":149},[112,905,907],{"class":114,"line":906},22,[112,908,909],{},"# 注册渠道\n",[112,911,913],{"class":114,"line":912},23,[112,914,915],{},"ChannelRegistry.register(MyChannel)\n",[23,917,918],{"id":918},"创建自定义工具",[88,920,922],{"className":471,"code":921,"language":473,"meta":97,"style":97},"from openclaw.tools import BaseTool\n\nclass MyTool(BaseTool):\n    name = \"my_tool\"\n    description = \"自定义工具\"\n    \n    async def execute(self, params):\n        # 执行逻辑\n        result = do_something(params)\n        return result\n    \n    def validate(self, params):\n        # 参数验证\n        return validate_params(params)\n\n# 注册工具\nToolRegistry.register(MyTool)\n",[95,923,924,929,933,938,943,948,952,957,962,967,972,976,981,986,991,995,1000],{"__ignoreMap":97},[112,925,926],{"class":114,"line":115},[112,927,928],{},"from openclaw.tools import BaseTool\n",[112,930,931],{"class":114,"line":122},[112,932,150],{"emptyLinePlaceholder":149},[112,934,935],{"class":114,"line":140},[112,936,937],{},"class MyTool(BaseTool):\n",[112,939,940],{"class":114,"line":146},[112,941,942],{},"    name = \"my_tool\"\n",[112,944,945],{"class":114,"line":153},[112,946,947],{},"    description = \"自定义工具\"\n",[112,949,950],{"class":114,"line":159},[112,951,828],{},[112,953,954],{"class":114,"line":176},[112,955,956],{},"    async def execute(self, params):\n",[112,958,959],{"class":114,"line":249},[112,960,961],{},"        # 执行逻辑\n",[112,963,964],{"class":114,"line":260},[112,965,966],{},"        result = do_something(params)\n",[112,968,969],{"class":114,"line":271},[112,970,971],{},"        return result\n",[112,973,974],{"class":114,"line":282},[112,975,828],{},[112,977,978],{"class":114,"line":288},[112,979,980],{},"    def validate(self, params):\n",[112,982,983],{"class":114,"line":382},[112,984,985],{},"        # 参数验证\n",[112,987,988],{"class":114,"line":393},[112,989,990],{},"        return validate_params(params)\n",[112,992,993],{"class":114,"line":544},[112,994,150],{"emptyLinePlaceholder":149},[112,996,997],{"class":114,"line":550},[112,998,999],{},"# 注册工具\n",[112,1001,1002],{"class":114,"line":555},[112,1003,1004],{},"ToolRegistry.register(MyTool)\n",[23,1006,1007],{"id":1007},"创建自定义代理",[88,1009,1011],{"className":471,"code":1010,"language":473,"meta":97,"style":97},"from openclaw.agents import BaseAgent\n\nclass MyAgent(BaseAgent):\n    name = \"my_agent\"\n    model = \"claude-3-5-sonnet\"\n    \n    async def process(self, message):\n        # 处理消息\n        response = await self.llm.chat(message)\n        return response\n    \n    async def on_session_start(self, session):\n        # 会话开始\n        pass\n    \n    async def on_session_end(self, session):\n        # 会话结束\n        pass\n\n# 注册代理\nAgentRegistry.register(MyAgent)\n",[95,1012,1013,1018,1022,1027,1032,1037,1041,1046,1051,1056,1061,1065,1070,1075,1079,1083,1088,1093,1097,1101,1106],{"__ignoreMap":97},[112,1014,1015],{"class":114,"line":115},[112,1016,1017],{},"from openclaw.agents import BaseAgent\n",[112,1019,1020],{"class":114,"line":122},[112,1021,150],{"emptyLinePlaceholder":149},[112,1023,1024],{"class":114,"line":140},[112,1025,1026],{},"class MyAgent(BaseAgent):\n",[112,1028,1029],{"class":114,"line":146},[112,1030,1031],{},"    name = \"my_agent\"\n",[112,1033,1034],{"class":114,"line":153},[112,1035,1036],{},"    model = \"claude-3-5-sonnet\"\n",[112,1038,1039],{"class":114,"line":159},[112,1040,828],{},[112,1042,1043],{"class":114,"line":176},[112,1044,1045],{},"    async def process(self, message):\n",[112,1047,1048],{"class":114,"line":249},[112,1049,1050],{},"        # 处理消息\n",[112,1052,1053],{"class":114,"line":260},[112,1054,1055],{},"        response = await self.llm.chat(message)\n",[112,1057,1058],{"class":114,"line":271},[112,1059,1060],{},"        return response\n",[112,1062,1063],{"class":114,"line":282},[112,1064,828],{},[112,1066,1067],{"class":114,"line":288},[112,1068,1069],{},"    async def on_session_start(self, session):\n",[112,1071,1072],{"class":114,"line":382},[112,1073,1074],{},"        # 会话开始\n",[112,1076,1077],{"class":114,"line":393},[112,1078,843],{},[112,1080,1081],{"class":114,"line":544},[112,1082,828],{},[112,1084,1085],{"class":114,"line":550},[112,1086,1087],{},"    async def on_session_end(self, session):\n",[112,1089,1090],{"class":114,"line":555},[112,1091,1092],{},"        # 会话结束\n",[112,1094,1095],{"class":114,"line":561},[112,1096,843],{},[112,1098,1099],{"class":114,"line":890},[112,1100,150],{"emptyLinePlaceholder":149},[112,1102,1103],{"class":114,"line":896},[112,1104,1105],{},"# 注册代理\n",[112,1107,1108],{"class":114,"line":901},[112,1109,1110],{},"AgentRegistry.register(MyAgent)\n",[18,1112,1114],{"id":1113},"webhook","Webhook",[23,1116,1118],{"id":1117},"配置-webhook","配置 Webhook",[88,1120,1122],{"className":665,"code":1121,"language":667,"meta":97,"style":97},"{\n  \"webhooks\": {\n    \"enabled\": true,\n    \"url\": \"https://your-server.com/webhook\",\n    \"events\": [\"message\", \"session_start\", \"session_end\"],\n    \"secret\": \"your_secret\"\n  }\n}\n",[95,1123,1124,1128,1135,1147,1159,1183,1193,1197],{"__ignoreMap":97},[112,1125,1126],{"class":114,"line":115},[112,1127,215],{"class":166},[112,1129,1130,1133],{"class":114,"line":122},[112,1131,1132],{"class":129},"  \"webhooks\"",[112,1134,695],{"class":166},[112,1136,1137,1140,1142,1145],{"class":114,"line":140},[112,1138,1139],{"class":129},"    \"enabled\"",[112,1141,681],{"class":166},[112,1143,1144],{"class":129},"true",[112,1146,687],{"class":166},[112,1148,1149,1152,1154,1157],{"class":114,"line":146},[112,1150,1151],{"class":129},"    \"url\"",[112,1153,681],{"class":166},[112,1155,1156],{"class":133},"\"https://your-server.com/webhook\"",[112,1158,687],{"class":166},[112,1160,1161,1164,1167,1169,1172,1175,1177,1180],{"class":114,"line":153},[112,1162,1163],{"class":129},"    \"events\"",[112,1165,1166],{"class":166},": [",[112,1168,684],{"class":133},[112,1170,1171],{"class":166},", ",[112,1173,1174],{"class":133},"\"session_start\"",[112,1176,1171],{"class":166},[112,1178,1179],{"class":133},"\"session_end\"",[112,1181,1182],{"class":166},"],\n",[112,1184,1185,1188,1190],{"class":114,"line":159},[112,1186,1187],{"class":129},"    \"secret\"",[112,1189,681],{"class":166},[112,1191,1192],{"class":133},"\"your_secret\"\n",[112,1194,1195],{"class":114,"line":176},[112,1196,285],{"class":166},[112,1198,1199],{"class":114,"line":249},[112,1200,291],{"class":166},[23,1202,1204],{"id":1203},"webhook-处理","Webhook 处理",[88,1206,1208],{"className":471,"code":1207,"language":473,"meta":97,"style":97},"from flask import Flask, request, jsonify\n\napp = Flask(__name__)\n\n@app.route('/webhook', methods=['POST'])\ndef handle_webhook():\n    data = request.json\n    event_type = data.get('type')\n    \n    if event_type == 'message':\n        handle_message(data['data'])\n    elif event_type == 'session_start':\n        handle_session_start(data['data'])\n    \n    return jsonify({'status': 'ok'})\n\ndef handle_message(message):\n    print(f\"收到消息: {message['content']}\")\n",[95,1209,1210,1215,1219,1224,1228,1233,1238,1243,1248,1252,1257,1262,1267,1272,1276,1281,1285,1290],{"__ignoreMap":97},[112,1211,1212],{"class":114,"line":115},[112,1213,1214],{},"from flask import Flask, request, jsonify\n",[112,1216,1217],{"class":114,"line":122},[112,1218,150],{"emptyLinePlaceholder":149},[112,1220,1221],{"class":114,"line":140},[112,1222,1223],{},"app = Flask(__name__)\n",[112,1225,1226],{"class":114,"line":146},[112,1227,150],{"emptyLinePlaceholder":149},[112,1229,1230],{"class":114,"line":153},[112,1231,1232],{},"@app.route('/webhook', methods=['POST'])\n",[112,1234,1235],{"class":114,"line":159},[112,1236,1237],{},"def handle_webhook():\n",[112,1239,1240],{"class":114,"line":176},[112,1241,1242],{},"    data = request.json\n",[112,1244,1245],{"class":114,"line":249},[112,1246,1247],{},"    event_type = data.get('type')\n",[112,1249,1250],{"class":114,"line":260},[112,1251,828],{},[112,1253,1254],{"class":114,"line":271},[112,1255,1256],{},"    if event_type == 'message':\n",[112,1258,1259],{"class":114,"line":282},[112,1260,1261],{},"        handle_message(data['data'])\n",[112,1263,1264],{"class":114,"line":288},[112,1265,1266],{},"    elif event_type == 'session_start':\n",[112,1268,1269],{"class":114,"line":382},[112,1270,1271],{},"        handle_session_start(data['data'])\n",[112,1273,1274],{"class":114,"line":393},[112,1275,828],{},[112,1277,1278],{"class":114,"line":544},[112,1279,1280],{},"    return jsonify({'status': 'ok'})\n",[112,1282,1283],{"class":114,"line":550},[112,1284,150],{"emptyLinePlaceholder":149},[112,1286,1287],{"class":114,"line":555},[112,1288,1289],{},"def handle_message(message):\n",[112,1291,1292],{"class":114,"line":561},[112,1293,1294],{},"    print(f\"收到消息: {message['content']}\")\n",[18,1296,1297],{"id":1297},"扩展开发",[23,1299,1300],{"id":1300},"扩展结构",[88,1302,1305],{"className":1303,"code":1304,"language":93},[91],"my-extension/\n├── extension.yaml\n├── src/\n│   ├── __init__.py\n│   ├── channel.py\n│   ├── tool.py\n│   └── agent.py\n└── tests/\n",[95,1306,1304],{"__ignoreMap":97},[23,1308,1310],{"id":1309},"extensionyaml","extension.yaml",[88,1312,1316],{"className":1313,"code":1314,"language":1315,"meta":97,"style":97},"language-yaml shiki shiki-themes github-light github-dark","name: my-extension\nversion: 1.0.0\ndescription: 我的自定义扩展\n\ncomponents:\n  channels:\n    - src/channel.py\n  tools:\n    - src/tool.py\n  agents:\n    - src/agent.py\n","yaml",[95,1317,1318,1329,1339,1349,1353,1361,1368,1376,1383,1390,1397],{"__ignoreMap":97},[112,1319,1320,1324,1326],{"class":114,"line":115},[112,1321,1323],{"class":1322},"s9eBZ","name",[112,1325,681],{"class":166},[112,1327,1328],{"class":133},"my-extension\n",[112,1330,1331,1334,1336],{"class":114,"line":122},[112,1332,1333],{"class":1322},"version",[112,1335,681],{"class":166},[112,1337,1338],{"class":129},"1.0.0\n",[112,1340,1341,1344,1346],{"class":114,"line":140},[112,1342,1343],{"class":1322},"description",[112,1345,681],{"class":166},[112,1347,1348],{"class":133},"我的自定义扩展\n",[112,1350,1351],{"class":114,"line":146},[112,1352,150],{"emptyLinePlaceholder":149},[112,1354,1355,1358],{"class":114,"line":153},[112,1356,1357],{"class":1322},"components",[112,1359,1360],{"class":166},":\n",[112,1362,1363,1366],{"class":114,"line":159},[112,1364,1365],{"class":1322},"  channels",[112,1367,1360],{"class":166},[112,1369,1370,1373],{"class":114,"line":176},[112,1371,1372],{"class":166},"    - ",[112,1374,1375],{"class":133},"src/channel.py\n",[112,1377,1378,1381],{"class":114,"line":249},[112,1379,1380],{"class":1322},"  tools",[112,1382,1360],{"class":166},[112,1384,1385,1387],{"class":114,"line":260},[112,1386,1372],{"class":166},[112,1388,1389],{"class":133},"src/tool.py\n",[112,1391,1392,1395],{"class":114,"line":271},[112,1393,1394],{"class":1322},"  agents",[112,1396,1360],{"class":166},[112,1398,1399,1401],{"class":114,"line":282},[112,1400,1372],{"class":166},[112,1402,1403],{"class":133},"src/agent.py\n",[18,1405,1406],{"id":1406},"下一步",[1408,1409,1410,1418,1424],"ul",{},[1411,1412,1413],"li",{},[1414,1415,1417],"a",{"href":1416},"/docs/reference/api-reference-overview","API 参考",[1411,1419,1420],{},[1414,1421,1423],{"href":1422},"/best-practices/skills-development","技能开发",[1411,1425,1426],{},[1414,1427,1429],{"href":1428},"/docs/operations/safety-basics","安全配置",[1431,1432,1433],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .s9eBZ, html code.shiki .s9eBZ{--shiki-default:#22863A;--shiki-dark:#85E89D}",{"title":97,"searchDepth":122,"depth":122,"links":1435},[1436,1440,1445,1450,1455,1459,1463],{"id":20,"depth":122,"text":21,"children":1437},[1438,1439],{"id":25,"depth":140,"text":26},{"id":85,"depth":140,"text":86},{"id":100,"depth":122,"text":54,"children":1441},[1442,1443,1444],{"id":103,"depth":140,"text":103},{"id":184,"depth":140,"text":184},{"id":467,"depth":140,"text":468},{"id":567,"depth":122,"text":568,"children":1446},[1447,1448,1449],{"id":571,"depth":140,"text":571},{"id":662,"depth":140,"text":662},{"id":740,"depth":140,"text":740},{"id":796,"depth":122,"text":796,"children":1451},[1452,1453,1454],{"id":799,"depth":140,"text":799},{"id":918,"depth":140,"text":918},{"id":1007,"depth":140,"text":1007},{"id":1113,"depth":122,"text":1114,"children":1456},[1457,1458],{"id":1117,"depth":140,"text":1118},{"id":1203,"depth":140,"text":1204},{"id":1297,"depth":122,"text":1297,"children":1460},[1461,1462],{"id":1300,"depth":140,"text":1300},{"id":1309,"depth":140,"text":1310},{"id":1406,"depth":122,"text":1406},"开发指南",null,"使用 OpenClaw API 进行二次开发，包括 REST API、WebSocket 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hooks。","/docs/manual/hook-lifecycle-events",[1604,1857,1858,1547,1602],"lifecycle","events",{"title":1860,"description":1861,"path":1862,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":1863},"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",[1604,1547,1822,1858],{"title":1865,"description":1866,"path":1867,"category":1655,"updatedAt":1690,"sourceType":1526,"tags":1868},"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",[1869,1870,1871,1872,1873],"messages","queueing","dedupe","debounce","delivery",{"title":1875,"description":1876,"path":1877,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":1878},"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",[1879,1880,1881,1882,1595],"ollama","local-model","llm","privacy",{"title":1884,"description":1885,"path":1886,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":1887},"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",[1888,1664,1726,1889,1890],"location","permissions","gps",{"title":1892,"description":1893,"path":1894,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":1895},"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",[1500,1896,1650,1897,1898],"markdown","memory_search","memory_get",{"title":1900,"description":1901,"path":1902,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":1903},"memory plugin slot 和 Markdown source of truth 怎么配合","基于最新官方 Memory、CLI memory 与 Plugins 文档，解释为什么 OpenClaw 记忆的 source of truth 仍然是 Markdown 文件，以及 plugins.slots.memory 该怎么理解和切换。","/docs/manual/memory-plugin-slots-and-source-of-truth",[1500,1602,1904,1905,1896],"lancedb","memory-core",{"title":1907,"description":1908,"path":1909,"category":1655,"updatedAt":1812,"sourceType":1526,"tags":1910},"记忆搜索与索引机制","基于官方记忆概念和 memory CLI 文档，解释记忆文件、索引来源、provider 选择以及排障时该看什么。","/docs/manual/memory-search-and-indexing",[1500,1911,1912,1913,1904],"search","indexing","embeddings",{"title":1915,"description":1916,"path":1917,"category":1655,"updatedAt":1479,"sourceType":1472,"tags":1918},"OpenClaw 记忆系统怎么工作","理解 OpenClaw 的 SOUL、Tools、用户长期记忆和会话上下文如何协作，以及为什么它更像持续运行的系统而不是一次性聊天窗口。","/docs/manual/memory-system",[1500,1657,1711,1919],"logs",{"title":1921,"description":1922,"path":1923,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":1924},"Memory、Tools、Skills 如何协同","记忆层负责保留什么，Tools 负责执行什么，Skills 负责组织什么，三者该怎么分工才不会让 OpenClaw 越用越乱。","/docs/manual/memory-tools-skills-playbook",[1500,1499,1511,1657,1546],{"title":1926,"description":1927,"path":1928,"category":1655,"updatedAt":1812,"sourceType":1526,"tags":1929},"消息投递、重试与响应行为","基于官方 retry、messages 和 FAQ 文档，解释消息发送失败时 OpenClaw 会重试什么，不会重试什么，以及为什么群聊和渠道行为会不同。","/docs/manual/message-retries-and-delivery",[1869,1930,1873,1737,1739],"retry",{"title":1932,"description":1933,"path":1934,"category":1716,"updatedAt":1717,"sourceType":1526,"tags":1935},"模型 allowlist、alias 和图片能力门控应该怎么理解","基于最新官方 Models CLI 文档，整理 agents.defaults.models、primary、fallbacks、imageModel 和 imageGenerationModel 的职责，帮助团队理解模型白名单和共享能力门控到底会影响什么。","/docs/manual/model-allowlists-and-capability-gating",[1618,1936,1937,1938,1939,1644],"allowlist","aliases","image","gating",{"title":1941,"description":1942,"path":1943,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":1944},"OpenClaw 的 Models 应该怎么理解","理解 OpenClaw 里模型层的角色、选择思路和常见配置边界，避免把所有问题都误判成模型问题。","/docs/manual/models-overview",[1618,1881,1683,1693],{"title":1946,"description":1947,"path":1948,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":1949},"Nodes 与设备能力","理解 OpenClaw 的 nodes 是什么、如何配对，以及相机、语音、屏幕、位置等设备能力在系统里的作用。","/docs/manual/nodes-and-device-actions",[1664,1726,1725,1785,1850],{"title":1951,"description":1952,"path":1953,"category":1644,"updatedAt":1645,"sourceType":1526,"tags":1954},"OAuth 认证与多账号管理","理解 OpenClaw 如何处理 OAuth 认证、Token 存储和多账号路由，以及常见问题排查。","/docs/manual/oauth-auth",[1955,1685,1956,1957,1958],"oauth","codex","claude","profiles",{"title":1960,"description":1961,"path":1962,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":1963},"OpenProse 和 Lobster 的边界怎么分","基于最新官方 Lobster 文档，整理 OpenProse 与 Lobster 在多智能体准备、确定性执行和审批恢复上的分工，帮助中文团队判断什么时候该用 /prose，什么时候该转成工作流运行时。","/docs/manual/openprose-and-lobster-boundaries",[1964,1965,1603,1816,1546],"openprose","lobster",{"title":1967,"description":1968,"path":1969,"category":1644,"updatedAt":1970,"sourceType":1526,"tags":1971},"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",[1972,1702,1973,1974,1975,1976,1977],"platforms","ios","android","windows","linux","install",{"title":1979,"description":1980,"path":1981,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":1982},"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",[1602,1604,1547,1764,1983],"governance",{"title":1985,"description":1986,"path":1987,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":1988},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 的必填字段、校验规则，以及为什么插件清单会直接影响配置是否可通过。","/docs/manual/plugin-manifest",[1602,1989,1990,1991,1510],"manifest","schema","validation",{"title":1993,"description":1994,"path":1995,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":1996},"插件包与频道目录元信息","根据最新官方插件文档，解释 package packs、插件 id 生成规则、openclaw.channel 元信息，以及为什么这些字段会影响安装与引导体验。","/docs/manual/plugin-package-packs",[1602,1997,1498,1998,1764],"package-packs","metadata",{"title":2000,"description":2001,"path":2002,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2003},"OpenClaw 插件系统怎么用","基于官方插件与 CLI 文档，解释插件和 Skills、Tools 的边界，说明安装、启用、更新与风险控制的基本方法。","/docs/manual/plugins-overview",[1602,1764,1511,1499,1675],{"title":2005,"description":2006,"path":2007,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2008},"模型提供商与故障转移","基于官方 providers 文档，整理 OpenClaw 常见 provider、默认模型写法、fallback 思路和长期运行时的配置重点。","/docs/manual/providers-and-fallback",[1683,1618,2009,2010,1879],"fallback","openrouter",{"title":2012,"description":2013,"path":2014,"category":1644,"updatedAt":1645,"sourceType":1526,"tags":2015},"Queue 系统与消息转向","理解 OpenClaw 的 Queue 系统、消息转向模式和并发控制机制。","/docs/manual/queue-system",[2016,2017,2018,1869],"queue","steering","concurrency",{"title":2020,"description":2021,"path":2022,"category":1655,"updatedAt":1670,"sourceType":1526,"tags":2023},"用 SearXNG 给 OpenClaw 配自托管 web_search","基于最新官方 SearXNG Search 文档，整理 OpenClaw 如何接入自托管 SearXNG 作为 web_search provider，以及生产环境里最该注意哪些边界。","/docs/manual/searxng-search-provider",[2024,2025,1499,1911,1595],"searxng","web-search",{"title":2027,"description":2028,"path":2029,"category":1655,"updatedAt":1479,"sourceType":1472,"tags":2030},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 隔离来识别用户并保护上下文边界。","/docs/manual/session-and-pairing",[1711,1850,1498,1685],{"title":2032,"description":2033,"path":2034,"category":1716,"updatedAt":1717,"sourceType":1526,"tags":2035},"session memory search 什么时候值得开，什么时候先别开","基于最新官方 Memory 与 memory CLI 文档，整理 OpenClaw 的 session memory search、异步索引刷新、delta threshold 和 embedding cache 各自适合什么场景，帮助团队判断什么时候该扩到会话日志检索。","/docs/manual/session-memory-search-and-index-refresh",[1500,1650,1912,2036,1644],"cache",{"title":2038,"description":2039,"path":2040,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":2041},"Signal 渠道接入重点","Signal 为什么更强调 dedicated number、signal-cli 和 pairing，长期运行时最容易踩哪些坑。","/docs/manual/signal-channel",[1498,2042,2043,1850,1882],"signal","signal-cli",{"title":2045,"description":2046,"path":2047,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":2048},"Signal 群组与 daemon 模式怎么配","基于最新官方 Signal 文档，整理 Signal 在 OpenClaw 里的群组隔离、外部 daemon 模式、多账号和 config writes 边界。","/docs/manual/signal-groups-and-daemon-mode",[2042,1710,1561,2049,1498],"multi-account",{"title":2051,"description":2052,"path":2053,"category":1655,"updatedAt":2054,"sourceType":1526,"tags":2055},"Skills 配置与热重载","理解 OpenClaw 的 skills 配置项、allowBundled、extraDirs、watch、entries.enabled 和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1511,2056,2057,2058,2059],"config","allowBundled","watch","env",{"title":2061,"description":2062,"path":2063,"category":1655,"updatedAt":2064,"sourceType":1526,"tags":2065},"Skills 系统怎么工作","理解 OpenClaw Skills 的三层来源、加载流程、ClawHub 风险，以及为什么不应该一次安装过多技能。","/docs/manual/skills-system","2026-03-17",[1511,1745,1499,1519],{"title":2067,"description":2068,"path":2069,"category":1644,"updatedAt":1645,"sourceType":1526,"tags":2070},"流式输出与分块机制","理解 OpenClaw 的两层流式输出机制：块流式（实时发送）和预览流式（实时预览），以及如何配置。","/docs/manual/streaming-and-chunking",[2071,2072,2073,2074,1498],"streaming","chunking","block","preview",{"title":2076,"description":2077,"path":2078,"category":1655,"updatedAt":1812,"sourceType":1526,"tags":2079},"系统提示词、上下文与压缩","基于官方 system prompt、context、compaction 与 session pruning 文档，解释 OpenClaw 一次运行到底会把什么发给模型，以及上下文为什么会变满。","/docs/manual/system-prompt-context-and-compaction",[2080,2081,2082,2083,1650],"system-prompt","context","compaction","pruning",{"title":2085,"description":2086,"path":2087,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2088},"Telegram 与 WhatsApp 接入重点","两个最常见的入门渠道该怎么选、各自依赖什么认证方式，以及群聊和私聊里最容易踩的坑。","/docs/manual/telegram-and-whatsapp",[1498,1737,1738,1850,2089],"bot",{"title":2091,"description":2092,"path":2093,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2094},"Telegram 和 Discord 作为审批入口时该怎么收边界","基于最新官方 Exec Approvals 文档，解释 Telegram 与 Discord 作为 exec approval 客户端时分别扮演什么角色、哪些配置值得先看，以及为什么它们适合作为受控审批入口而不是普通开放群聊。","/docs/manual/telegram-discord-approval-clients",[1737,1739,1816,1498,1814,1519],{"title":2096,"description":2097,"path":2098,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":2099},"OpenClaw 的 Tools 与扩展能力概览","从中文用户角度理解 OpenClaw 的工具层、技能层和自动化扩展边界，知道它为什么不只是聊天助手。","/docs/manual/tools-overview",[1499,1511,1604,1547],{"title":2101,"description":2102,"path":2103,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2104},"vLLM 本地模型 Provider 怎么接","基于最新官方 vLLM provider 文档，整理 OpenClaw 如何接入 vLLM、本地自动发现和手动模型声明各自适合什么场景。","/docs/manual/vllm-local-model-provider",[2105,2106,1683,1595,2107],"vllm","local-models","inference",{"title":2109,"description":2110,"path":2111,"category":1655,"updatedAt":1479,"sourceType":1526,"tags":2112},"语音唤醒与 Talk Mode","理解 OpenClaw 的 voice wake 是怎么和 Gateway、nodes、客户端一起工作的，以及什么时候值得启用它。","/docs/manual/voice-wake-and-talk-mode",[1785,2113,2114,1664,1726],"wake-word","talk-mode",{"title":2116,"description":2117,"path":2118,"category":1655,"updatedAt":1610,"sourceType":1526,"tags":2119},"WebChat 与 message CLI","理解 OpenClaw 除聊天渠道外的两类直接交互入口：Gateway WebSocket 上的 WebChat 和统一的 openclaw message 命令。","/docs/manual/webchat-and-message-cli",[1625,758,1675,1496,1498],{"title":2121,"description":2122,"path":2123,"category":1655,"updatedAt":2124,"sourceType":1526,"tags":2125},"WebChat、API 和控制面入口的边界怎么分","基于最新官方 WebChat、Session 和 API 文档，解释 WebChat 为什么更像会话 UI、HTTP API 为什么更像结构化管理面，以及 Dashboard 为什么仍然属于高权限控制面。","/docs/manual/webchat-api-and-control-surface-boundaries","2026-03-26",[1625,1475,1555,1496,1822],{"title":2127,"description":2128,"path":2129,"category":1655,"updatedAt":1567,"sourceType":1526,"tags":2130},"WebChat 的会话与只读边界","基于最新官方 WebChat 文档，整理 WebChat 如何共享 Gateway 会话、chat.inject 和 abort partial 是什么，以及 Gateway 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和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1555,1791,2446,2447,1685],"secretref","sessionStorage",{"title":2449,"description":2450,"path":2451,"category":2452,"updatedAt":1812,"sourceType":1526,"tags":2453},"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",[2454,2455,2456,2202,1919],"debugging","debug","runtime-overrides",{"title":2458,"description":2459,"path":2460,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2461},"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",[2369,2462,2463,2455,2364],"logging","flags",{"title":2465,"description":2466,"path":2467,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2468},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[2059,1510,1719,2482,2364],"shell",{"title":2484,"description":2485,"path":2486,"category":2358,"updatedAt":1610,"sourceType":1493,"tags":2487},"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",[2488,2277,1762,2489,2279],"sources","trust",{"title":2491,"description":2492,"path":2493,"category":2358,"updatedAt":1567,"sourceType":1526,"tags":2494},"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",[1496,2495,1675,1477,1665],"rpc",{"title":2497,"description":2498,"path":2499,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2500},"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",[1850,1851,1496,1664,2364],{"title":2502,"description":2503,"path":2504,"category":2358,"updatedAt":2124,"sourceType":1526,"tags":2505},"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",[1711,1496,1625,1555,2364],{"title":2507,"description":2508,"path":2509,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2510},"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",[1496,1477,2511,2512,2364],"protocol","scopes",{"title":2514,"description":2515,"path":2516,"category":2358,"updatedAt":1707,"sourceType":1526,"tags":2517},"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",[1710,2518,1693,1936,1869],"mention",{"title":2520,"description":2521,"path":2522,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2523},"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",[2176,2524,2525,2526,2364],"visibility","activeHours","alerts",{"title":2528,"description":2529,"path":2530,"category":2358,"updatedAt":1707,"sourceType":1526,"tags":2531},"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",[1475,1477,2532,1496,2364],"sdk",{"title":2534,"description":2535,"path":2536,"category":2358,"updatedAt":1707,"sourceType":1526,"tags":2537},"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",[1510,2538,2154,2539,2364],"include","arrays",{"title":2541,"description":2542,"path":2543,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2544},"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",[1965,2545,1816,1546,2364],"invoke",{"title":2547,"description":2548,"path":2549,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2550},"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",[1500,2551,2552,2553,2554,2364],"hybrid-search","ranking","mmr","retrieval",{"title":2556,"description":2557,"path":2558,"category":2358,"updatedAt":1610,"sourceType":1526,"tags":2559},"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",[1618,2560,1685,1683,2364],"probe",{"title":2562,"description":2563,"path":2564,"category":2358,"updatedAt":2054,"sourceType":1526,"tags":2565},"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",[1850,1851,2398,2566,2183],"credentials",{"title":2568,"description":2569,"path":2570,"category":2358,"updatedAt":1610,"sourceType":1526,"tags":2571},"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",[1602,1745,2572,2573,2279,2364],"npm","pin",{"title":2575,"description":2576,"path":2577,"category":2452,"updatedAt":1567,"sourceType":1526,"tags":2578},"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",[2454,2579,1919,1683,1882],"raw-stream",{"title":2581,"description":2582,"path":2583,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2584},"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",[1569,2585,1685,1496,2364],"tlsFingerprint",{"title":2587,"description":2588,"path":2589,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2590},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[1710,2591,2592,2593,2364],"mentions","pending-history","reply",{"title":2595,"description":2596,"path":2597,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2598},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[2599,2600,1647,1683,2364],"secrets","secretrefs",{"title":2602,"description":2603,"path":2604,"category":2358,"updatedAt":1707,"sourceType":1526,"tags":2605},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[1711,1519,2469,1850,1936],{"title":2607,"description":2608,"path":2609,"category":2358,"updatedAt":2610,"sourceType":1526,"tags":2611},"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",[1711,2612,2613,2082,2364],"transcript","jsonl",{"title":2615,"description":2616,"path":2617,"category":2358,"updatedAt":2610,"sourceType":1526,"tags":2618},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[1650,1675,2619,2302,1518],"store",{"title":2621,"description":2622,"path":2623,"category":2358,"updatedAt":1717,"sourceType":1526,"tags":2624},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[1519,2317,2302,2625,2364],"ingress",{"title":2627,"description":2628,"path":2629,"category":2358,"updatedAt":1567,"sourceType":1526,"tags":2630},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[1675,2211,2631,1919,2632],"health","troubleshooting",{"title":2634,"description":2635,"path":2636,"category":2358,"updatedAt":2610,"sourceType":1526,"tags":2637},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[2612,2638,1683,2639,2364],"hygiene","tool-calls",{"title":2641,"description":2642,"path":2643,"category":2452,"updatedAt":1479,"sourceType":1526,"tags":2644},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[2632,2202,2211,1919],{"title":2646,"description":2647,"path":2648,"category":2358,"updatedAt":1690,"sourceType":1526,"tags":2649},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[1625,2650,2651,2612,2364],"history","inject",{"title":2653,"description":2654,"path":2655,"category":2656,"updatedAt":1610,"sourceType":1526,"tags":2657},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[2658,2659,2660,1828,2230,2231],"china","cloud","deployment",{"title":2662,"description":2663,"path":2664,"category":2656,"updatedAt":1479,"sourceType":1526,"tags":2665},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[2660,1570,2666,2659,2667],"docker","wsl2",{"title":2669,"description":2670,"path":2671,"category":2656,"updatedAt":2064,"sourceType":1526,"tags":2672},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[1553,2572,2673,2667],"install-script",{"title":2675,"description":2676,"path":2677,"category":2656,"updatedAt":1567,"sourceType":1526,"tags":2678},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[1553,2679,2673,2680,2280],"updater","git",{"title":2682,"description":2683,"path":2684,"category":2656,"updatedAt":1812,"sourceType":1526,"tags":2685},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[1553,2679,2686,2202,2280],"uninstall",{"title":2688,"description":2689,"path":2690,"category":2656,"updatedAt":1812,"sourceType":1526,"tags":2691},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1976,1553,1562,2692],"server",{"title":2694,"description":2695,"path":2696,"category":2656,"updatedAt":1812,"sourceType":1526,"tags":2697},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1702,1553,1562,2698],"apple",{"title":2700,"description":2701,"path":2702,"category":2703,"updatedAt":1479,"sourceType":1526,"tags":2704},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[2705,2706,2277,2707],"migration","upgrade","checklist",{"title":2709,"description":2710,"path":2711,"category":2656,"updatedAt":1812,"sourceType":1526,"tags":2712},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[2081,2082,1650,1500,3008],"continuity",{"title":3010,"description":3011,"path":3012,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3013,"tags":3014},"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",[1771,1555,2162,1850,1569],{"title":3016,"description":3017,"path":3018,"category":2926,"date":2124,"updatedAt":2124,"sourceType":1526,"source":2939,"tags":3019},"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",[1555,1649,2446,1685,1771],{"title":3021,"description":3022,"path":3023,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":2939,"tags":3024},"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",[1555,1625,1791,2446,1693,3025],"web",{"title":3027,"description":3028,"path":3029,"category":2720,"date":1492,"updatedAt":1492,"sourceType":1762,"source":3030,"tags":3031},"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",[1507,1511,1763,2658],{"title":3033,"description":3034,"path":3035,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3036,"tags":3037},"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",[1851,1850,1791,2196,3038],"rotate",{"title":3040,"description":3041,"path":3042,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3043,"tags":3044},"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",[2202,2369,2203,2454,1518],{"title":3046,"description":3047,"path":3048,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3043,"tags":3049},"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",[2202,2203,2056,2280,2369],{"title":3051,"description":3052,"path":3053,"category":3054,"date":1492,"updatedAt":1492,"sourceType":1762,"source":3055,"tags":3056},"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",[3057,3058,3059,3060],"education","adoption","ai-tutor","higher-education",{"title":3062,"description":3063,"path":3064,"category":3054,"date":1492,"updatedAt":1492,"sourceType":1762,"source":3065,"tags":3066},"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",[1517,2660,1546,2658],{"title":3068,"description":3069,"path":3070,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3071,"tags":3072},"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",[1511,1745,1602,1604,1764],{"title":3074,"description":3075,"path":3076,"category":2926,"date":1670,"updatedAt":1670,"sourceType":1526,"source":3077,"tags":3078},"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",[1828,1829,1830,1831,1498,1832],{"title":3080,"description":3081,"path":3082,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3083,"tags":3084},"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",[1496,1850,3085,1791,1664],"pending",{"title":3087,"description":3088,"path":3089,"category":2926,"date":2124,"updatedAt":2124,"sourceType":1526,"source":3090,"tags":3091},"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",[1496,1711,1625,1555,3092],"state",{"title":3094,"description":3095,"path":3096,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3097,"tags":3098},"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",[1710,2518,1936,1869,1693],{"title":3100,"description":3101,"path":3102,"category":2926,"date":1717,"updatedAt":1717,"sourceType":1526,"source":3097,"tags":3103},"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",[1710,2591,3104,1709,1983],"activation",{"title":3106,"description":3107,"path":3108,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3109,"tags":3110},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[1510,2538,2154,2539,1518],{"title":3112,"description":3113,"path":3114,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3115,"tags":3116},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[3117,2660,3118,3119,3120],"showcase","home-assistant","nix","infrastructure",{"title":3122,"description":3123,"path":3124,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3125,"tags":3126},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[1650,1500,2082,3008,1983],{"title":3128,"description":3129,"path":3130,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3131,"tags":3132},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[2280,1673,1650,2169,1518],{"title":3134,"description":3135,"path":3136,"category":2746,"date":2721,"updatedAt":1479,"sourceType":2420,"source":2748,"tags":3137},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[2277,2349,2278,1511,1519],{"title":3139,"description":3140,"path":3141,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3142,"tags":3143},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[3117,1500,1799,3154,3155],"vector-search","knowledge",{"title":3157,"description":3158,"path":3159,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3160,"tags":3161},"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",[2518,1710,1737,1739,1806],{"title":3163,"description":3164,"path":3165,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3166,"tags":3167},"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",[1869,1625,1693,1873,1498],{"title":3169,"description":3170,"path":3171,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":2994,"tags":3172},"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",[1618,2560,1683,1685,2239],{"title":3174,"description":3175,"path":3176,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3177,"tags":3178},"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",[2292,1792,1771,1850,1569],{"title":3191,"description":3192,"path":3193,"category":2926,"date":1717,"updatedAt":1717,"sourceType":1526,"source":3194,"tags":3195},"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",[1555,1625,1477,2292,1665],{"title":3197,"description":3198,"path":3199,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3036,"tags":3200},"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",[1850,2398,1498,2399,1518],{"title":3202,"description":3203,"path":3204,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3205,"tags":3206},"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",[1602,1763,1604,1762,1764],{"title":3208,"description":3209,"path":3210,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3211,"tags":3212},"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",[1602,1745,2572,2573,2279],{"title":3214,"description":3215,"path":3216,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3217,"tags":3218},"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",[1964,1965,1546,1816,1603],{"title":3220,"description":3221,"path":3222,"category":2926,"date":1717,"updatedAt":1717,"sourceType":1526,"source":3223,"tags":3224},"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",[1683,1618,1664,1685,1983],{"title":3226,"description":3227,"path":3228,"category":2926,"date":1717,"updatedAt":1717,"sourceType":1526,"source":3229,"tags":3230},"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",[1683,2363,1618,1496,1518],{"title":3232,"description":3233,"path":3234,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":2914,"tags":3235},"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",[2277,2278,2280,2279],{"title":3237,"description":3238,"path":3239,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":2939,"tags":3240},"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",[1555,1850,1664,1569,2183],{"title":3242,"description":3243,"path":3244,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3245,"tags":3246},"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",[1693,1692,3247,1498,1694],"threads",{"title":3249,"description":3250,"path":3251,"category":2926,"date":1670,"updatedAt":1670,"sourceType":1526,"source":3252,"tags":3253},"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",[2024,1911,2025,1595,1499],{"title":3255,"description":3256,"path":3257,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3258,"tags":3259},"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",[2600,3260,3261,2599,1518],"snapshot","rotation",{"title":3263,"description":3264,"path":3265,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3125,"tags":3266},"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",[1711,1519,2469,1850,2317],{"title":3268,"description":3269,"path":3270,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3271,"tags":3272},"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",[1519,2302,2304,2303,1518],{"title":3274,"description":3275,"path":3276,"category":3277,"date":1492,"updatedAt":1492,"sourceType":1762,"source":3278,"tags":3279},"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",[1519,3280,1882,1517],"compliance",{"title":3282,"description":3283,"path":3284,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3258,"tags":3285},"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",[1519,2599,1816,3286,1518],"proxy",{"title":3288,"description":3289,"path":3290,"category":2926,"date":2610,"updatedAt":2610,"sourceType":1526,"source":3291,"tags":3292},"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",[1711,2613,2082,2612,1496],{"title":3294,"description":3295,"path":3296,"category":2926,"date":2610,"updatedAt":2610,"sourceType":1526,"source":3297,"tags":3298},"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",[1650,1675,2619,2302,1518],{"title":3300,"description":3301,"path":3302,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3303,"tags":3304},"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",[1519,2317,2318,3305,1496],"sandbox",{"title":3307,"description":3308,"path":3309,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3115,"tags":3310},"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",[3117,1762,1737,1511,1547],{"title":3312,"description":3313,"path":3314,"category":2926,"date":1717,"updatedAt":1717,"sourceType":1526,"source":3303,"tags":3315},"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",[2317,2470,1709,1693,1519],{"title":3317,"description":3318,"path":3319,"category":2926,"date":2610,"updatedAt":2610,"sourceType":1526,"source":3320,"tags":3321},"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",[2612,1683,2638,2639,3322],"compatibility",{"title":3324,"description":3325,"path":3326,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":2970,"tags":3327},"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",[2337,1519,1569,1496,1685],{"title":3329,"description":3330,"path":3331,"category":2926,"date":2124,"updatedAt":2124,"sourceType":1526,"source":3090,"tags":3332},"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",[1496,1625,1475,2454,1711],{"title":3334,"description":3335,"path":3336,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3337,"tags":3338},"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",[2686,2280,1958,1496,3092],{"title":3340,"description":3341,"path":3342,"category":2926,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3343,"tags":3344},"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",[2349,2350,2351,2352,2353],{"title":3346,"description":3347,"path":3348,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3115,"tags":3349},"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",[3117,1785,3350,3351,1799],"phone","tts",{"title":3353,"description":3354,"path":3355,"category":2926,"date":1707,"updatedAt":1707,"sourceType":1526,"source":3356,"tags":3357},"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",[1785,2113,2114,1664,1851],{"title":3359,"description":3360,"path":3361,"category":2720,"date":1567,"updatedAt":1567,"sourceType":1526,"source":2939,"tags":3362},"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",[1555,1625,1477,1771,3025],{"title":3364,"description":3365,"path":3366,"category":2926,"date":2124,"updatedAt":2124,"sourceType":1526,"source":3367,"tags":3368},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[1625,1555,1475,1496,1822],{"title":3370,"description":3371,"path":3372,"category":2926,"date":1690,"updatedAt":1690,"sourceType":1526,"source":3217,"tags":3373},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[1546,1965,1745,1816,1983],{"title":3375,"description":3376,"path":3377,"category":3378,"date":3379,"updatedAt":3379,"sourceType":1493,"source":3380,"tags":3381},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[3382,3383,1499,3117,3384],"site-update","content","weekly",{"title":3386,"description":3387,"path":3388,"category":3389,"date":2721,"updatedAt":1479,"sourceType":1526,"source":2722,"tags":3390},"OpenClaw 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