[{"data":1,"prerenderedAt":3988},["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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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",[1500,1602,1867,1868,1859],"lancedb","memory-core",{"title":1870,"description":1871,"path":1872,"category":1644,"updatedAt":1525,"sourceType":1526,"tags":1873},"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",[1500,1874,1875,1876,1867],"search","indexing","embeddings",{"title":1878,"description":1879,"path":1880,"category":1644,"updatedAt":1479,"sourceType":1472,"tags":1881},"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",[1500,1647,1681,1882],"logs",{"title":1884,"description":1885,"path":1886,"category":1644,"updatedAt":1479,"sourceType":1526,"tags":1887},"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 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和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1511,1984,1985,1986,1987],"config","allowBundled","watch","env",{"title":1989,"description":1990,"path":1991,"category":1644,"updatedAt":1992,"sourceType":1526,"tags":1993},"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",[1511,1716,1499,1519],{"title":1995,"description":1996,"path":1997,"category":1644,"updatedAt":1525,"sourceType":1526,"tags":1998},"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",[1999,2000,2001,2002,1801],"system-prompt","context","compaction","pruning",{"title":2004,"description":2005,"path":2006,"category":1644,"updatedAt":1610,"sourceType":1526,"tags":2007},"Telegram 与 WhatsApp 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为什么仍然属于高权限控制面。","/docs/manual/webchat-api-and-control-surface-boundaries","2026-03-26",[1625,1475,1555,1496,1794],{"title":2046,"description":2047,"path":2048,"category":1644,"updatedAt":1567,"sourceType":1526,"tags":2049},"WebChat 的会话与只读边界","基于最新官方 WebChat 文档，整理 WebChat 如何共享 Gateway 会话、chat.inject 和 abort partial 是什么，以及 Gateway 不可达时为什么会进入只读模式。","/docs/manual/webchat-session-and-readonly-mode",[1625,1801,1477,2050,2051],"readonly","chat",{"title":2053,"description":2054,"path":2055,"category":1644,"updatedAt":1610,"sourceType":1526,"tags":2056},"用 Webhooks 接外部系统","基于最新官方 Webhooks 文档，整理 OpenClaw 如何通过 /hooks 接收外部事件，重点解释 wake、agent、映射、投递和安全边界。","/docs/manual/webhooks-external-triggers",[2057,1604,1547,2058,1519],"webhooks","integrations",{"title":2060,"description":2061,"path":2062,"category":2063,"updatedAt":1660,"sourceType":1526,"tags":2064},"Exec approvals 转发到聊天渠道该怎么设计","基于最新官方 approvals 文档，解释 OpenClaw 如何把 exec approval 请求转发到聊天渠道、/approve 命令怎么工作，以及为什么它适合远程值班但不适合无限扩散批准权。","/docs/operations/chat-approval-forwarding","运维",[1788,1786,2051,2065,1518],"forwarding",{"title":2067,"description":2068,"path":2069,"category":2063,"updatedAt":1567,"sourceType":1526,"tags":2070},"配置热重载与 include 合并怎么用","基于最新官方 Configuration 文档，整理 OpenClaw 的 config hot reload、reload mode、include 深度合并和哪些改动需要重启。","/docs/operations/config-hot-reload-and-includes",[1510,2071,2072,2073,2074],"hot-reload","includes","merge","restart",{"title":2076,"description":2077,"path":2078,"category":2063,"updatedAt":1567,"sourceType":1526,"tags":2079},"远程打开 Control UI 的正确方式","基于最新官方 Control UI、Dashboard 和 Tailscale 文档，整理远程访问 Control UI 时最稳的路径、常见 1008 报错原因，以及 allowedOrigins 等关键边界。","/docs/operations/control-ui-remote-access",[1742,1555,2080,2081,2082],"remote-access","tailscale","allowedOrigins",{"title":2084,"description":2085,"path":2086,"category":2063,"updatedAt":1660,"sourceType":1526,"tags":2087},"Cron 的 retention 和 run log pruning 怎么工作","基于最新官方 Cron Jobs 与配置文档，解释 isolated cron run 的 sessionRetention、runLog 裁剪、transcript archive 和高频调度下的磁盘足迹，避免把 cron 当成无限保留的后台队列。","/docs/operations/cron-retention-and-run-log-pruning",[2088,2089,2002,2090,1518],"cron","retention","runlog",{"title":2092,"description":2093,"path":2094,"category":2063,"updatedAt":1567,"sourceType":1526,"tags":2095},"定时任务与心跳怎么选","根据最新官方自动化文档，解释 Heartbeat、Cron main、Cron isolated 三种机制分别适合什么场景，以及它们在精度、上下文和成本上的差异。","/docs/operations/cron-vs-heartbeat",[1547,2088,2096,2097,1518],"heartbeat","scheduling",{"title":2099,"description":2100,"path":2101,"category":2063,"updatedAt":1660,"sourceType":1526,"tags":2102},"Dashboard 管理面怎么更稳地开放","基于最新官方 Dashboard、remote access 和 pairing 文档，整理管理员面该如何开放、保存 token、限制入口和处理 unauthorized/1008，避免把 Control UI 变成公开风险面。","/docs/operations/dashboard-admin-surface-hardening",[1555,1742,1569,1519,2103],"admin",{"title":2105,"description":2106,"path":2107,"category":2063,"updatedAt":2043,"sourceType":1526,"tags":2108},"Dashboard 遇到 unauthorized、1008 和 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和长期在线实例的协作边界。","/docs/operations/remote-operators-and-nodes",[1569,2213,1654,2081,2207,1814],"operators",{"title":2215,"description":2216,"path":1428,"category":2063,"updatedAt":1479,"sourceType":1526,"tags":2217},"OpenClaw 安全配置基础","从 Gateway auth、allowlist、Control UI 暴露方式和 Tailscale/SSH 接入策略理解 OpenClaw 的基础安全边界。",[1519,1762,2081,1555],{"title":2219,"description":2220,"path":2221,"category":2063,"updatedAt":1610,"sourceType":1526,"tags":2222},"security audit、--deep 和 --fix 该怎么配合","基于最新官方安全文档，解释 openclaw security audit、--deep 与 --fix 各自适合什么阶段，哪些问题适合自动修复，哪些仍应人工复核。","/docs/operations/security-audit-fix-and-review",[1519,2223,2224,2225,1518],"audit","hardening","fix",{"title":2227,"description":2228,"path":2229,"category":2063,"updatedAt":1660,"sourceType":1526,"tags":2230},"sessions cleanup 和 session maintenance 应该怎么配合","基于最新官方 sessions CLI 文档，解释 openclaw sessions cleanup 的作用范围、dry-run/enforce 语义、active-key 保护，以及它和 cron maintenance 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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",[1618,2477,1762,1773,2285],"probe",{"title":2479,"description":2480,"path":2481,"category":2279,"updatedAt":1982,"sourceType":1526,"tags":2482},"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",[1813,1814,2314,2483,2103],"credentials",{"title":2485,"description":2486,"path":2487,"category":2279,"updatedAt":1610,"sourceType":1526,"tags":2488},"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",[1602,1716,2489,2490,2200,2285],"npm","pin",{"title":2492,"description":2493,"path":2494,"category":2369,"updatedAt":1567,"sourceType":1526,"tags":2495},"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 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history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[1680,2508,2509,2510,2285],"mentions","pending-history","reply",{"title":2512,"description":2513,"path":2514,"category":2279,"updatedAt":1660,"sourceType":1526,"tags":2515},"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",[2516,2517,2518,1773,2285],"secrets","secretrefs","runtime",{"title":2520,"description":2521,"path":2522,"category":2279,"updatedAt":1677,"sourceType":1526,"tags":2523},"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",[1681,1519,2386,1813,1899],{"title":2525,"description":2526,"path":2527,"category":2279,"updatedAt":2528,"sourceType":1526,"tags":2529},"session JSONL、compaction entry 和 branch summary 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信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[1519,2238,2223,2543,2285],"ingress",{"title":2545,"description":2546,"path":2547,"category":2279,"updatedAt":1567,"sourceType":1526,"tags":2548},"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",[1946,2131,2549,1882,2550],"health","troubleshooting",{"title":2552,"description":2553,"path":2554,"category":2279,"updatedAt":2528,"sourceType":1526,"tags":2555},"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",[2530,2556,1773,2557,2285],"hygiene","tool-calls",{"title":2559,"description":2560,"path":2561,"category":2369,"updatedAt":1479,"sourceType":1526,"tags":2562},"故障排除与诊断思路","把 OpenClaw 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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",[1496,1813,2990,1763,1654],"pending",{"title":2992,"description":2993,"path":2994,"category":2848,"date":2043,"updatedAt":2043,"sourceType":1526,"source":2995,"tags":2996},"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",[1496,1681,1625,1555,2997],"state",{"title":2999,"description":3000,"path":3001,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3002,"tags":3003},"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",[1680,2435,1899,1832,1663],{"title":3005,"description":3006,"path":3007,"category":2848,"date":1687,"updatedAt":1687,"sourceType":1526,"source":3002,"tags":3008},"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",[1680,2508,3009,1679,1925],"activation",{"title":3011,"description":3012,"path":3013,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3014,"tags":3015},"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",[1510,2455,2073,2456,1518],{"title":3017,"description":3018,"path":3019,"category":2641,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3020,"tags":3021},"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",[3022,2578,3023,3024,3025],"showcase","home-assistant","nix","infrastructure",{"title":3027,"description":3028,"path":3029,"category":2848,"date":1660,"updatedAt":1660,"sourceType":1526,"source":3030,"tags":3031},"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",[1801,1500,2001,2918,1925],{"title":3033,"description":3034,"path":3035,"category":2848,"date":1660,"updatedAt":1660,"sourceType":1526,"source":3036,"tags":3037},"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",[2201,2088,1801,2089,1518],{"title":3039,"description":3040,"path":3041,"category":2668,"date":2642,"updatedAt":1479,"sourceType":2336,"source":2670,"tags":3042},"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",[2198,2270,2199,1511,1519],{"title":3044,"description":3045,"path":3046,"category":2848,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3047,"tags":3048},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[1500,1602,1867,1859,1874],{"title":3050,"description":3051,"path":3052,"category":2848,"date":1687,"updatedAt":1687,"sourceType":1526,"source":3047,"tags":3053},"OpenClaw 正在把记忆检索从“向量搜索”写成一条完整流水线","官方最近围绕 Memory 和 memory CLI 的文档更新，正在把 hybrid search、重排、temporal decay、session indexing 和 embedding cache 逐步写成一条更完整的检索链。","/news/openclaw-memory-retrieval-pipeline-watch-2026-03-29",[1500,2471,2468,1875,1964],{"title":3055,"description":3056,"path":3057,"category":2641,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3020,"tags":3058},"OpenClaw 官方 Showcase 记忆观察：WhatsApp Memory Vault、Karakeep 与中文学习 Skill 正在把语音和知识流转成长期资产","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记忆与知识类案例，观察 OpenClaw 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",[3022,1500,1771,3059,3060],"vector-search","knowledge",{"title":3062,"description":3063,"path":3064,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3065,"tags":3066},"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",[2435,1680,1708,1710,1779],{"title":3068,"description":3069,"path":3070,"category":2848,"date":1660,"updatedAt":1660,"sourceType":1526,"source":3071,"tags":3072},"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",[1832,1625,1663,1836,1498],{"title":3074,"description":3075,"path":3076,"category":2848,"date":1610,"updatedAt":1610,"sourceType":1526,"source":2904,"tags":3077},"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",[1618,2477,1773,1762,2160],{"title":3079,"description":3080,"path":3081,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3082,"tags":3083},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[1654,1812,1496,1813,1814],{"title":3085,"description":3086,"path":3087,"category":2641,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3088,"tags":3089},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[1554,2625,3090,2626,2201],"install",{"title":3092,"description":3093,"path":3094,"category":2848,"date":2043,"updatedAt":2043,"sourceType":1526,"source":2923,"tags":3095},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[2213,1764,1742,1813,1569],{"title":3097,"description":3098,"path":3099,"category":2848,"date":1687,"updatedAt":1687,"sourceType":1526,"source":3100,"tags":3101},"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",[1555,1625,1477,2213,1655],{"title":3103,"description":3104,"path":3105,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":2947,"tags":3106},"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",[1813,2314,1498,2315,1518],{"title":3108,"description":3109,"path":3110,"category":2641,"date":1567,"updatedAt":1567,"sourceType":1526,"source":3111,"tags":3112},"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",[1602,1734,1604,1733,1735],{"title":3114,"description":3115,"path":3116,"category":2848,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3117,"tags":3118},"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",[1602,1716,2489,2490,2200],{"title":3120,"description":3121,"path":3122,"category":2848,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3123,"tags":3124},"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",[1918,1919,1546,1788,1603],{"title":3126,"description":3127,"path":3128,"category":2848,"date":1687,"updatedAt":1687,"sourceType":1526,"source":3129,"tags":3130},"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",[1773,1618,1654,1762,1925],{"title":3132,"description":3133,"path":3134,"category":2848,"date":1687,"updatedAt":1687,"sourceType":1526,"source":3135,"tags":3136},"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",[1773,2284,1618,1496,1518],{"title":3138,"description":3139,"path":3140,"category":2641,"date":1567,"updatedAt":1567,"sourceType":1526,"source":2842,"tags":3141},"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",[2198,2199,2201,2200],{"title":3143,"description":3144,"path":3145,"category":2848,"date":1660,"updatedAt":1660,"sourceType":1526,"source":2861,"tags":3146},"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",[1555,1813,1654,1569,2103],{"title":3148,"description":3149,"path":3150,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3151,"tags":3152},"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",[1663,1662,3153,1498,1664],"threads",{"title":3155,"description":3156,"path":3157,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3158,"tags":3159},"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",[2517,3160,3161,2516,1518],"snapshot","rotation",{"title":3163,"description":3164,"path":3165,"category":2848,"date":1677,"updatedAt":1677,"sourceType":1526,"source":3030,"tags":3166},"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",[1681,1519,2386,1813,2238],{"title":3168,"description":3169,"path":3170,"category":2848,"date":1610,"updatedAt":1610,"sourceType":1526,"source":3171,"tags":3172},"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 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