[{"data":1,"prerenderedAt":5064},["ShallowReactive",2],{"docs:getting-started/first-workflow":3,"content-manifest":2553},{"id":4,"title":5,"body":6,"category":2537,"date":2538,"description":2539,"extension":2540,"meta":2541,"navigation":1950,"path":2542,"seo":2543,"source":2538,"sourceName":2538,"sourceType":2544,"stem":2545,"tags":2546,"updatedAt":2551,"__hash__":2552},"docs/docs/getting-started/first-workflow.md","创建第一个工作流",{"type":7,"value":8,"toc":2493},"minimark",[9,12,16,20,23,52,55,107,110,115,134,137,144,474,477,480,522,525,579,582,660,663,695,699,755,758,762,765,839,842,845,936,939,942,1065,1068,1071,1188,1191,1194,1583,1586,1915,1918,1921,1989,1992,2039,2043,2084,2087,2090,2136,2139,2182,2185,2189,2192,2196,2292,2296,2350,2354,2412,2415,2418,2421,2432,2435,2437,2448,2451,2454,2465,2468,2489],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"工作流 (Workflow) 让 OpenClaw 能够自动化执行一系列任务。这一页带你理解工作流的概念、创建方式，以及如何让工作流真正提升效率。",[17,18,19],"h2",{"id":19},"工作流是什么",[13,21,22],{},"工作流是一系列预定义的步骤，在特定条件下自动执行。比如：",[24,25,26,34,40,46],"ul",{},[27,28,29,33],"li",{},[30,31,32],"strong",{},"每日摘要"," - 每天早上自动汇总昨天的消息和任务",[27,35,36,39],{},[30,37,38],{},"消息转发"," - 将特定类型的消息自动转发到其他渠道",[27,41,42,45],{},[30,43,44],{},"数据处理"," - 定时获取数据、处理并生成报告",[27,47,48,51],{},[30,49,50],{},"提醒系统"," - 根据条件发送提醒通知",[13,53,54],{},"工作流的核心要素：",[56,57,58,71],"table",{},[59,60,61],"thead",{},[62,63,64,68],"tr",{},[65,66,67],"th",{},"要素",[65,69,70],{},"说明",[72,73,74,83,91,99],"tbody",{},[62,75,76,80],{},[77,78,79],"td",{},"触发器",[77,81,82],{},"启动工作流的条件",[62,84,85,88],{},[77,86,87],{},"步骤",[77,89,90],{},"工作流执行的动作序列",[62,92,93,96],{},[77,94,95],{},"条件",[77,97,98],{},"控制执行路径的判断逻辑",[62,100,101,104],{},[77,102,103],{},"输出",[77,105,106],{},"工作流的结果",[17,108,109],{"id":109},"创建简单工作流",[111,112,114],"h3",{"id":113},"通过-control-ui-创建","通过 Control UI 创建",[116,117,118,125,128,131],"ol",{},[27,119,120,121],{},"打开 ",[122,123,124],"code",{},"openclaw dashboard",[27,126,127],{},"进入 Workflows 页面",[27,129,130],{},"点击 \"Create Workflow\"",[27,132,133],{},"配置触发器和步骤",[111,135,136],{"id":136},"通过配置文件创建",[13,138,139,140,143],{},"工作流配置文件位于 ",[122,141,142],{},"~/.openclaw/workflows/","：",[145,146,151],"pre",{"className":147,"code":148,"language":149,"meta":150,"style":150},"language-json shiki shiki-themes github-light github-dark","{\n  \"id\": \"daily-summary\",\n  \"name\": \"每日摘要\",\n  \"description\": \"每天早上生成昨日活动摘要\",\n  \"trigger\": {\n    \"type\": \"schedule\",\n    \"cron\": \"0 8 * * *\"\n  },\n  \"steps\": [\n    {\n      \"id\": \"collect-messages\",\n      \"type\": \"action\",\n      \"action\": \"getMessages\",\n      \"params\": {\n        \"timeRange\": \"yesterday\"\n      }\n    },\n    {\n      \"id\": \"generate-summary\",\n      \"type\": \"ai\",\n      \"prompt\": \"根据以下消息生成一份简洁的每日摘要：\\n{{collect-messages.result}}\"\n    },\n    {\n      \"id\": \"send-notification\",\n      \"type\": \"action\",\n      \"action\": \"sendMessage\",\n      \"params\": {\n        \"channel\": \"telegram\",\n        \"message\": \"{{generate-summary.result}}\"\n      }\n    }\n  ]\n}\n","json","",[122,152,153,162,179,192,205,214,227,238,244,253,259,272,285,298,306,317,323,329,334,346,358,375,380,385,397,408,420,427,440,451,456,462,468],{"__ignoreMap":150},[154,155,158],"span",{"class":156,"line":157},"line",1,[154,159,161],{"class":160},"sVt8B","{\n",[154,163,165,169,172,176],{"class":156,"line":164},2,[154,166,168],{"class":167},"sj4cs","  \"id\"",[154,170,171],{"class":160},": ",[154,173,175],{"class":174},"sZZnC","\"daily-summary\"",[154,177,178],{"class":160},",\n",[154,180,182,185,187,190],{"class":156,"line":181},3,[154,183,184],{"class":167},"  \"name\"",[154,186,171],{"class":160},[154,188,189],{"class":174},"\"每日摘要\"",[154,191,178],{"class":160},[154,193,195,198,200,203],{"class":156,"line":194},4,[154,196,197],{"class":167},"  \"description\"",[154,199,171],{"class":160},[154,201,202],{"class":174},"\"每天早上生成昨日活动摘要\"",[154,204,178],{"class":160},[154,206,208,211],{"class":156,"line":207},5,[154,209,210],{"class":167},"  \"trigger\"",[154,212,213],{"class":160},": {\n",[154,215,217,220,222,225],{"class":156,"line":216},6,[154,218,219],{"class":167},"    \"type\"",[154,221,171],{"class":160},[154,223,224],{"class":174},"\"schedule\"",[154,226,178],{"class":160},[154,228,230,233,235],{"class":156,"line":229},7,[154,231,232],{"class":167},"    \"cron\"",[154,234,171],{"class":160},[154,236,237],{"class":174},"\"0 8 * * *\"\n",[154,239,241],{"class":156,"line":240},8,[154,242,243],{"class":160},"  },\n",[154,245,247,250],{"class":156,"line":246},9,[154,248,249],{"class":167},"  \"steps\"",[154,251,252],{"class":160},": [\n",[154,254,256],{"class":156,"line":255},10,[154,257,258],{"class":160},"    {\n",[154,260,262,265,267,270],{"class":156,"line":261},11,[154,263,264],{"class":167},"      \"id\"",[154,266,171],{"class":160},[154,268,269],{"class":174},"\"collect-messages\"",[154,271,178],{"class":160},[154,273,275,278,280,283],{"class":156,"line":274},12,[154,276,277],{"class":167},"      \"type\"",[154,279,171],{"class":160},[154,281,282],{"class":174},"\"action\"",[154,284,178],{"class":160},[154,286,288,291,293,296],{"class":156,"line":287},13,[154,289,290],{"class":167},"      \"action\"",[154,292,171],{"class":160},[154,294,295],{"class":174},"\"getMessages\"",[154,297,178],{"class":160},[154,299,301,304],{"class":156,"line":300},14,[154,302,303],{"class":167},"      \"params\"",[154,305,213],{"class":160},[154,307,309,312,314],{"class":156,"line":308},15,[154,310,311],{"class":167},"        \"timeRange\"",[154,313,171],{"class":160},[154,315,316],{"class":174},"\"yesterday\"\n",[154,318,320],{"class":156,"line":319},16,[154,321,322],{"class":160},"      }\n",[154,324,326],{"class":156,"line":325},17,[154,327,328],{"class":160},"    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\"prompt\"",[154,365,171],{"class":160},[154,367,368],{"class":174},"\"根据以下消息生成一份简洁的每日摘要：",[154,370,371],{"class":167},"\\n",[154,373,374],{"class":174},"{{collect-messages.result}}\"\n",[154,376,378],{"class":156,"line":377},22,[154,379,328],{"class":160},[154,381,383],{"class":156,"line":382},23,[154,384,258],{"class":160},[154,386,388,390,392,395],{"class":156,"line":387},24,[154,389,264],{"class":167},[154,391,171],{"class":160},[154,393,394],{"class":174},"\"send-notification\"",[154,396,178],{"class":160},[154,398,400,402,404,406],{"class":156,"line":399},25,[154,401,277],{"class":167},[154,403,171],{"class":160},[154,405,282],{"class":174},[154,407,178],{"class":160},[154,409,411,413,415,418],{"class":156,"line":410},26,[154,412,290],{"class":167},[154,414,171],{"class":160},[154,416,417],{"class":174},"\"sendMessage\"",[154,419,178],{"class":160},[154,421,423,425],{"class":156,"line":422},27,[154,424,303],{"class":167},[154,426,213],{"class":160},[154,428,430,433,435,438],{"class":156,"line":429},28,[154,431,432],{"class":167},"        \"channel\"",[154,434,171],{"class":160},[154,436,437],{"class":174},"\"telegram\"",[154,439,178],{"class":160},[154,441,443,446,448],{"class":156,"line":442},29,[154,444,445],{"class":167},"        \"message\"",[154,447,171],{"class":160},[154,449,450],{"class":174},"\"{{generate-summary.result}}\"\n",[154,452,454],{"class":156,"line":453},30,[154,455,322],{"class":160},[154,457,459],{"class":156,"line":458},31,[154,460,461],{"class":160},"    }\n",[154,463,465],{"class":156,"line":464},32,[154,466,467],{"class":160},"  ]\n",[154,469,471],{"class":156,"line":470},33,[154,472,473],{"class":160},"}\n",[17,475,476],{"id":476},"触发器类型",[111,478,479],{"id":479},"定时触发",[145,481,483],{"className":147,"code":482,"language":149,"meta":150,"style":150},"{\n  \"trigger\": {\n    \"type\": \"schedule\",\n    \"cron\": \"0 8 * * *\"\n  }\n}\n",[122,484,485,489,495,505,513,518],{"__ignoreMap":150},[154,486,487],{"class":156,"line":157},[154,488,161],{"class":160},[154,490,491,493],{"class":156,"line":164},[154,492,210],{"class":167},[154,494,213],{"class":160},[154,496,497,499,501,503],{"class":156,"line":181},[154,498,219],{"class":167},[154,500,171],{"class":160},[154,502,224],{"class":174},[154,504,178],{"class":160},[154,506,507,509,511],{"class":156,"line":194},[154,508,232],{"class":167},[154,510,171],{"class":160},[154,512,237],{"class":174},[154,514,515],{"class":156,"line":207},[154,516,517],{"class":160},"  }\n",[154,519,520],{"class":156,"line":216},[154,521,473],{"class":160},[13,523,524],{},"常用 cron 表达式：",[56,526,527,537],{},[59,528,529],{},[62,530,531,534],{},[65,532,533],{},"表达式",[65,535,536],{},"含义",[72,538,539,549,559,569],{},[62,540,541,546],{},[77,542,543],{},[122,544,545],{},"0 8 * * *",[77,547,548],{},"每天早上 8 点",[62,550,551,556],{},[77,552,553],{},[122,554,555],{},"0 9 * * 1",[77,557,558],{},"每周一早上 9 点",[62,560,561,566],{},[77,562,563],{},[122,564,565],{},"0 0 1 * *",[77,567,568],{},"每月 1 号",[62,570,571,576],{},[77,572,573],{},[122,574,575],{},"*/30 * * * *",[77,577,578],{},"每 30 分钟",[111,580,581],{"id":581},"事件触发",[145,583,585],{"className":147,"code":584,"language":149,"meta":150,"style":150},"{\n  \"trigger\": {\n    \"type\": \"event\",\n    \"event\": \"message.received\",\n    \"filter\": {\n      \"channel\": \"telegram\",\n      \"contains\": \"urgent\"\n    }\n  }\n}\n",[122,586,587,591,597,608,620,627,638,648,652,656],{"__ignoreMap":150},[154,588,589],{"class":156,"line":157},[154,590,161],{"class":160},[154,592,593,595],{"class":156,"line":164},[154,594,210],{"class":167},[154,596,213],{"class":160},[154,598,599,601,603,606],{"class":156,"line":181},[154,600,219],{"class":167},[154,602,171],{"class":160},[154,604,605],{"class":174},"\"event\"",[154,607,178],{"class":160},[154,609,610,613,615,618],{"class":156,"line":194},[154,611,612],{"class":167},"    \"event\"",[154,614,171],{"class":160},[154,616,617],{"class":174},"\"message.received\"",[154,619,178],{"class":160},[154,621,622,625],{"class":156,"line":207},[154,623,624],{"class":167},"    \"filter\"",[154,626,213],{"class":160},[154,628,629,632,634,636],{"class":156,"line":216},[154,630,631],{"class":167},"      \"channel\"",[154,633,171],{"class":160},[154,635,437],{"class":174},[154,637,178],{"class":160},[154,639,640,643,645],{"class":156,"line":229},[154,641,642],{"class":167},"      \"contains\"",[154,644,171],{"class":160},[154,646,647],{"class":174},"\"urgent\"\n",[154,649,650],{"class":156,"line":240},[154,651,461],{"class":160},[154,653,654],{"class":156,"line":246},[154,655,517],{"class":160},[154,657,658],{"class":156,"line":255},[154,659,473],{"class":160},[111,661,662],{"id":662},"手动触发",[145,664,666],{"className":147,"code":665,"language":149,"meta":150,"style":150},"{\n  \"trigger\": {\n    \"type\": \"manual\"\n  }\n}\n",[122,667,668,672,678,687,691],{"__ignoreMap":150},[154,669,670],{"class":156,"line":157},[154,671,161],{"class":160},[154,673,674,676],{"class":156,"line":164},[154,675,210],{"class":167},[154,677,213],{"class":160},[154,679,680,682,684],{"class":156,"line":181},[154,681,219],{"class":167},[154,683,171],{"class":160},[154,685,686],{"class":174},"\"manual\"\n",[154,688,689],{"class":156,"line":194},[154,690,517],{"class":160},[154,692,693],{"class":156,"line":207},[154,694,473],{"class":160},[111,696,698],{"id":697},"webhook-触发","Webhook 触发",[145,700,702],{"className":147,"code":701,"language":149,"meta":150,"style":150},"{\n  \"trigger\": {\n    \"type\": \"webhook\",\n    \"path\": \"/webhook/custom\",\n    \"method\": \"POST\"\n  }\n}\n",[122,703,704,708,714,725,737,747,751],{"__ignoreMap":150},[154,705,706],{"class":156,"line":157},[154,707,161],{"class":160},[154,709,710,712],{"class":156,"line":164},[154,711,210],{"class":167},[154,713,213],{"class":160},[154,715,716,718,720,723],{"class":156,"line":181},[154,717,219],{"class":167},[154,719,171],{"class":160},[154,721,722],{"class":174},"\"webhook\"",[154,724,178],{"class":160},[154,726,727,730,732,735],{"class":156,"line":194},[154,728,729],{"class":167},"    \"path\"",[154,731,171],{"class":160},[154,733,734],{"class":174},"\"/webhook/custom\"",[154,736,178],{"class":160},[154,738,739,742,744],{"class":156,"line":207},[154,740,741],{"class":167},"    \"method\"",[154,743,171],{"class":160},[154,745,746],{"class":174},"\"POST\"\n",[154,748,749],{"class":156,"line":216},[154,750,517],{"class":160},[154,752,753],{"class":156,"line":229},[154,754,473],{"class":160},[17,756,757],{"id":757},"步骤类型",[111,759,761],{"id":760},"ai-步骤","AI 步骤",[13,763,764],{},"使用 AI 模型处理内容：",[145,766,768],{"className":147,"code":767,"language":149,"meta":150,"style":150},"{\n  \"id\": \"analyze\",\n  \"type\": \"ai\",\n  \"model\": \"gpt-4\",\n  \"prompt\": \"分析以下内容的情感倾向：\\n{{input.text}}\",\n  \"output\": \"sentiment\"\n}\n",[122,769,770,774,785,796,808,825,835],{"__ignoreMap":150},[154,771,772],{"class":156,"line":157},[154,773,161],{"class":160},[154,775,776,778,780,783],{"class":156,"line":164},[154,777,168],{"class":167},[154,779,171],{"class":160},[154,781,782],{"class":174},"\"analyze\"",[154,784,178],{"class":160},[154,786,787,790,792,794],{"class":156,"line":181},[154,788,789],{"class":167},"  \"type\"",[154,791,171],{"class":160},[154,793,355],{"class":174},[154,795,178],{"class":160},[154,797,798,801,803,806],{"class":156,"line":194},[154,799,800],{"class":167},"  \"model\"",[154,802,171],{"class":160},[154,804,805],{"class":174},"\"gpt-4\"",[154,807,178],{"class":160},[154,809,810,813,815,818,820,823],{"class":156,"line":207},[154,811,812],{"class":167},"  \"prompt\"",[154,814,171],{"class":160},[154,816,817],{"class":174},"\"分析以下内容的情感倾向：",[154,819,371],{"class":167},[154,821,822],{"class":174},"{{input.text}}\"",[154,824,178],{"class":160},[154,826,827,830,832],{"class":156,"line":216},[154,828,829],{"class":167},"  \"output\"",[154,831,171],{"class":160},[154,833,834],{"class":174},"\"sentiment\"\n",[154,836,837],{"class":156,"line":229},[154,838,473],{"class":160},[111,840,841],{"id":841},"动作步骤",[13,843,844],{},"执行预定义动作：",[145,846,848],{"className":147,"code":847,"language":149,"meta":150,"style":150},"{\n  \"id\": \"send-email\",\n  \"type\": \"action\",\n  \"action\": \"sendEmail\",\n  \"params\": {\n    \"to\": \"user@example.com\",\n    \"subject\": \"每日报告\",\n    \"body\": \"{{generate-report.result}}\"\n  }\n}\n",[122,849,850,854,865,875,887,894,906,918,928,932],{"__ignoreMap":150},[154,851,852],{"class":156,"line":157},[154,853,161],{"class":160},[154,855,856,858,860,863],{"class":156,"line":164},[154,857,168],{"class":167},[154,859,171],{"class":160},[154,861,862],{"class":174},"\"send-email\"",[154,864,178],{"class":160},[154,866,867,869,871,873],{"class":156,"line":181},[154,868,789],{"class":167},[154,870,171],{"class":160},[154,872,282],{"class":174},[154,874,178],{"class":160},[154,876,877,880,882,885],{"class":156,"line":194},[154,878,879],{"class":167},"  \"action\"",[154,881,171],{"class":160},[154,883,884],{"class":174},"\"sendEmail\"",[154,886,178],{"class":160},[154,888,889,892],{"class":156,"line":207},[154,890,891],{"class":167},"  \"params\"",[154,893,213],{"class":160},[154,895,896,899,901,904],{"class":156,"line":216},[154,897,898],{"class":167},"    \"to\"",[154,900,171],{"class":160},[154,902,903],{"class":174},"\"user@example.com\"",[154,905,178],{"class":160},[154,907,908,911,913,916],{"class":156,"line":229},[154,909,910],{"class":167},"    \"subject\"",[154,912,171],{"class":160},[154,914,915],{"class":174},"\"每日报告\"",[154,917,178],{"class":160},[154,919,920,923,925],{"class":156,"line":240},[154,921,922],{"class":167},"    \"body\"",[154,924,171],{"class":160},[154,926,927],{"class":174},"\"{{generate-report.result}}\"\n",[154,929,930],{"class":156,"line":246},[154,931,517],{"class":160},[154,933,934],{"class":156,"line":255},[154,935,473],{"class":160},[111,937,938],{"id":938},"条件步骤",[13,940,941],{},"根据条件分支执行：",[145,943,945],{"className":147,"code":944,"language":149,"meta":150,"style":150},"{\n  \"id\": \"check-priority\",\n  \"type\": \"condition\",\n  \"conditions\": [\n    {\n      \"if\": 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\"conditions\"",[154,979,252],{"class":160},[154,981,982],{"class":156,"line":207},[154,983,258],{"class":160},[154,985,986,989,991,994],{"class":156,"line":216},[154,987,988],{"class":167},"      \"if\"",[154,990,171],{"class":160},[154,992,993],{"class":174},"\"{{message.priority}} == 'high'\"",[154,995,178],{"class":160},[154,997,998,1001,1004,1007],{"class":156,"line":229},[154,999,1000],{"class":167},"      \"then\"",[154,1002,1003],{"class":160},": [",[154,1005,1006],{"class":174},"\"notify-urgent\"",[154,1008,1009],{"class":160},"]\n",[154,1011,1012],{"class":156,"line":240},[154,1013,328],{"class":160},[154,1015,1016],{"class":156,"line":246},[154,1017,258],{"class":160},[154,1019,1020,1022,1024,1027],{"class":156,"line":255},[154,1021,988],{"class":167},[154,1023,171],{"class":160},[154,1025,1026],{"class":174},"\"{{message.priority}} == 'normal'\"",[154,1028,178],{"class":160},[154,1030,1031,1033,1035,1038],{"class":156,"line":261},[154,1032,1000],{"class":167},[154,1034,1003],{"class":160},[154,1036,1037],{"class":174},"\"queue-normal\"",[154,1039,1009],{"class":160},[154,1041,1042],{"class":156,"line":274},[154,1043,461],{"class":160},[154,1045,1046],{"class":156,"line":287},[154,1047,1048],{"class":160},"  ],\n",[154,1050,1051,1054,1056,1059],{"class":156,"line":300},[154,1052,1053],{"class":167},"  \"default\"",[154,1055,1003],{"class":160},[154,1057,1058],{"class":174},"\"queue-low\"",[154,1060,1009],{"class":160},[154,1062,1063],{"class":156,"line":308},[154,1064,473],{"class":160},[111,1066,1067],{"id":1067},"循环步骤",[13,1069,1070],{},"遍历处理数据：",[145,1072,1074],{"className":147,"code":1073,"language":149,"meta":150,"style":150},"{\n  \"id\": \"process-items\",\n  \"type\": \"loop\",\n  \"over\": \"{{data.items}}\",\n  \"steps\": [\n    {\n      \"id\": \"process-item\",\n      \"type\": \"action\",\n      \"action\": \"processItem\",\n      \"params\": {\n        \"item\": \"{{loop.current}}\"\n      }\n    }\n  ]\n}\n",[122,1075,1076,1080,1091,1102,1114,1120,1124,1135,1145,1156,1162,1172,1176,1180,1184],{"__ignoreMap":150},[154,1077,1078],{"class":156,"line":157},[154,1079,161],{"class":160},[154,1081,1082,1084,1086,1089],{"class":156,"line":164},[154,1083,168],{"class":167},[154,1085,171],{"class":160},[154,1087,1088],{"class":174},"\"process-items\"",[154,1090,178],{"class":160},[154,1092,1093,1095,1097,1100],{"class":156,"line":181},[154,1094,789],{"class":167},[154,1096,171],{"class":160},[154,1098,1099],{"class":174},"\"loop\"",[154,1101,178],{"class":160},[154,1103,1104,1107,1109,1112],{"class":156,"line":194},[154,1105,1106],{"class":167},"  \"over\"",[154,1108,171],{"class":160},[154,1110,1111],{"class":174},"\"{{data.items}}\"",[154,1113,178],{"class":160},[154,1115,1116,1118],{"class":156,"line":207},[154,1117,249],{"class":167},[154,1119,252],{"class":160},[154,1121,1122],{"class":156,"line":216},[154,1123,258],{"class":160},[154,1125,1126,1128,1130,1133],{"class":156,"line":229},[154,1127,264],{"class":167},[154,1129,171],{"class":160},[154,1131,1132],{"class":174},"\"process-item\"",[154,1134,178],{"class":160},[154,1136,1137,1139,1141,1143],{"class":156,"line":240},[154,1138,277],{"class":167},[154,1140,171],{"class":160},[154,1142,282],{"class":174},[154,1144,178],{"class":160},[154,1146,1147,1149,1151,1154],{"class":156,"line":246},[154,1148,290],{"class":167},[154,1150,171],{"class":160},[154,1152,1153],{"class":174},"\"processItem\"",[154,1155,178],{"class":160},[154,1157,1158,1160],{"class":156,"line":255},[154,1159,303],{"class":167},[154,1161,213],{"class":160},[154,1163,1164,1167,1169],{"class":156,"line":261},[154,1165,1166],{"class":167},"        \"item\"",[154,1168,171],{"class":160},[154,1170,1171],{"class":174},"\"{{loop.current}}\"\n",[154,1173,1174],{"class":156,"line":274},[154,1175,322],{"class":160},[154,1177,1178],{"class":156,"line":287},[154,1179,461],{"class":160},[154,1181,1182],{"class":156,"line":300},[154,1183,467],{"class":160},[154,1185,1186],{"class":156,"line":308},[154,1187,473],{"class":160},[17,1189,1190],{"id":1190},"实用工作流示例",[111,1192,1193],{"id":1193},"自动回复工作流",[145,1195,1197],{"className":147,"code":1196,"language":149,"meta":150,"style":150},"{\n  \"id\": \"auto-reply\",\n  \"name\": \"智能自动回复\",\n  \"trigger\": {\n    \"type\": \"event\",\n    \"event\": \"message.received\",\n    \"filter\": {\n      \"hours\": { \"outside\": \"9-18\" }\n    }\n  },\n  \"steps\": [\n    {\n      \"id\": \"classify\",\n      \"type\": \"ai\",\n      \"prompt\": \"判断这条消息是否需要立即回复：\\n{{message.text}}\\n\\n回复 yes 或 no\"\n    },\n    {\n      \"id\": \"check-urgent\",\n      \"type\": \"condition\",\n      \"conditions\": [\n        {\n          \"if\": \"{{classify.result}} == 'yes'\",\n          \"then\": [\"reply-urgent\"]\n        }\n      ],\n      \"default\": [\"reply-later\"]\n    },\n    {\n      \"id\": \"reply-urgent\",\n      \"type\": \"action\",\n      \"action\": \"sendMessage\",\n      \"params\": {\n        \"channel\": \"{{message.channel}}\",\n        \"message\": \"收到您的消息，我会尽快处理。\"\n      }\n    },\n    {\n      \"id\": \"reply-later\",\n      \"type\": \"action\",\n      \"action\": \"sendMessage\",\n      \"params\": {\n        \"channel\": \"{{message.channel}}\",\n        \"message\": \"感谢您的消息，我会在工作时间回复您。\"\n      }\n    }\n  ]\n}\n",[122,1198,1199,1203,1214,1225,1231,1241,1251,1257,1276,1280,1284,1290,1294,1305,1315,1335,1339,1343,1354,1364,1371,1376,1388,1400,1405,1410,1422,1426,1430,1440,1450,1460,1466,1477,1487,1492,1497,1502,1513,1524,1535,1542,1553,1563,1568,1573,1578],{"__ignoreMap":150},[154,1200,1201],{"class":156,"line":157},[154,1202,161],{"class":160},[154,1204,1205,1207,1209,1212],{"class":156,"line":164},[154,1206,168],{"class":167},[154,1208,171],{"class":160},[154,1210,1211],{"class":174},"\"auto-reply\"",[154,1213,178],{"class":160},[154,1215,1216,1218,1220,1223],{"class":156,"line":181},[154,1217,184],{"class":167},[154,1219,171],{"class":160},[154,1221,1222],{"class":174},"\"智能自动回复\"",[154,1224,178],{"class":160},[154,1226,1227,1229],{"class":156,"line":194},[154,1228,210],{"class":167},[154,1230,213],{"class":160},[154,1232,1233,1235,1237,1239],{"class":156,"line":207},[154,1234,219],{"class":167},[154,1236,171],{"class":160},[154,1238,605],{"class":174},[154,1240,178],{"class":160},[154,1242,1243,1245,1247,1249],{"class":156,"line":216},[154,1244,612],{"class":167},[154,1246,171],{"class":160},[154,1248,617],{"class":174},[154,1250,178],{"class":160},[154,1252,1253,1255],{"class":156,"line":229},[154,1254,624],{"class":167},[154,1256,213],{"class":160},[154,1258,1259,1262,1265,1268,1270,1273],{"class":156,"line":240},[154,1260,1261],{"class":167},"      \"hours\"",[154,1263,1264],{"class":160},": { ",[154,1266,1267],{"class":167},"\"outside\"",[154,1269,171],{"class":160},[154,1271,1272],{"class":174},"\"9-18\"",[154,1274,1275],{"class":160}," }\n",[154,1277,1278],{"class":156,"line":246},[154,1279,461],{"class":160},[154,1281,1282],{"class":156,"line":255},[154,1283,243],{"class":160},[154,1285,1286,1288],{"class":156,"line":261},[154,1287,249],{"class":167},[154,1289,252],{"class":160},[154,1291,1292],{"class":156,"line":274},[154,1293,258],{"class":160},[154,1295,1296,1298,1300,1303],{"class":156,"line":287},[154,1297,264],{"class":167},[154,1299,171],{"class":160},[154,1301,1302],{"class":174},"\"classify\"",[154,1304,178],{"class":160},[154,1306,1307,1309,1311,1313],{"class":156,"line":300},[154,1308,277],{"class":167},[154,1310,171],{"class":160},[154,1312,355],{"class":174},[154,1314,178],{"class":160},[154,1316,1317,1319,1321,1324,1326,1329,1332],{"class":156,"line":308},[154,1318,363],{"class":167},[154,1320,171],{"class":160},[154,1322,1323],{"class":174},"\"判断这条消息是否需要立即回复：",[154,1325,371],{"class":167},[154,1327,1328],{"class":174},"{{message.text}}",[154,1330,1331],{"class":167},"\\n\\n",[154,1333,1334],{"class":174},"回复 yes 或 no\"\n",[154,1336,1337],{"class":156,"line":319},[154,1338,328],{"class":160},[154,1340,1341],{"class":156,"line":325},[154,1342,258],{"class":160},[154,1344,1345,1347,1349,1352],{"class":156,"line":331},[154,1346,264],{"class":167},[154,1348,171],{"class":160},[154,1350,1351],{"class":174},"\"check-urgent\"",[154,1353,178],{"class":160},[154,1355,1356,1358,1360,1362],{"class":156,"line":336},[154,1357,277],{"class":167},[154,1359,171],{"class":160},[154,1361,970],{"class":174},[154,1363,178],{"class":160},[154,1365,1366,1369],{"class":156,"line":348},[154,1367,1368],{"class":167},"      \"conditions\"",[154,1370,252],{"class":160},[154,1372,1373],{"class":156,"line":360},[154,1374,1375],{"class":160},"        {\n",[154,1377,1378,1381,1383,1386],{"class":156,"line":377},[154,1379,1380],{"class":167},"          \"if\"",[154,1382,171],{"class":160},[154,1384,1385],{"class":174},"\"{{classify.result}} == 'yes'\"",[154,1387,178],{"class":160},[154,1389,1390,1393,1395,1398],{"class":156,"line":382},[154,1391,1392],{"class":167},"          \"then\"",[154,1394,1003],{"class":160},[154,1396,1397],{"class":174},"\"reply-urgent\"",[154,1399,1009],{"class":160},[154,1401,1402],{"class":156,"line":387},[154,1403,1404],{"class":160},"        }\n",[154,1406,1407],{"class":156,"line":399},[154,1408,1409],{"class":160},"      ],\n",[154,1411,1412,1415,1417,1420],{"class":156,"line":410},[154,1413,1414],{"class":167},"      \"default\"",[154,1416,1003],{"class":160},[154,1418,1419],{"class":174},"\"reply-later\"",[154,1421,1009],{"class":160},[154,1423,1424],{"class":156,"line":422},[154,1425,328],{"class":160},[154,1427,1428],{"class":156,"line":429},[154,1429,258],{"class":160},[154,1431,1432,1434,1436,1438],{"class":156,"line":442},[154,1433,264],{"class":167},[154,1435,171],{"class":160},[154,1437,1397],{"class":174},[154,1439,178],{"class":160},[154,1441,1442,1444,1446,1448],{"class":156,"line":453},[154,1443,277],{"class":167},[154,1445,171],{"class":160},[154,1447,282],{"class":174},[154,1449,178],{"class":160},[154,1451,1452,1454,1456,1458],{"class":156,"line":458},[154,1453,290],{"class":167},[154,1455,171],{"class":160},[154,1457,417],{"class":174},[154,1459,178],{"class":160},[154,1461,1462,1464],{"class":156,"line":464},[154,1463,303],{"class":167},[154,1465,213],{"class":160},[154,1467,1468,1470,1472,1475],{"class":156,"line":470},[154,1469,432],{"class":167},[154,1471,171],{"class":160},[154,1473,1474],{"class":174},"\"{{message.channel}}\"",[154,1476,178],{"class":160},[154,1478,1480,1482,1484],{"class":156,"line":1479},34,[154,1481,445],{"class":167},[154,1483,171],{"class":160},[154,1485,1486],{"class":174},"\"收到您的消息，我会尽快处理。\"\n",[154,1488,1490],{"class":156,"line":1489},35,[154,1491,322],{"class":160},[154,1493,1495],{"class":156,"line":1494},36,[154,1496,328],{"class":160},[154,1498,1500],{"class":156,"line":1499},37,[154,1501,258],{"class":160},[154,1503,1505,1507,1509,1511],{"class":156,"line":1504},38,[154,1506,264],{"class":167},[154,1508,171],{"class":160},[154,1510,1419],{"class":174},[154,1512,178],{"class":160},[154,1514,1516,1518,1520,1522],{"class":156,"line":1515},39,[154,1517,277],{"class":167},[154,1519,171],{"class":160},[154,1521,282],{"class":174},[154,1523,178],{"class":160},[154,1525,1527,1529,1531,1533],{"class":156,"line":1526},40,[154,1528,290],{"class":167},[154,1530,171],{"class":160},[154,1532,417],{"class":174},[154,1534,178],{"class":160},[154,1536,1538,1540],{"class":156,"line":1537},41,[154,1539,303],{"class":167},[154,1541,213],{"class":160},[154,1543,1545,1547,1549,1551],{"class":156,"line":1544},42,[154,1546,432],{"class":167},[154,1548,171],{"class":160},[154,1550,1474],{"class":174},[154,1552,178],{"class":160},[154,1554,1556,1558,1560],{"class":156,"line":1555},43,[154,1557,445],{"class":167},[154,1559,171],{"class":160},[154,1561,1562],{"class":174},"\"感谢您的消息，我会在工作时间回复您。\"\n",[154,1564,1566],{"class":156,"line":1565},44,[154,1567,322],{"class":160},[154,1569,1571],{"class":156,"line":1570},45,[154,1572,461],{"class":160},[154,1574,1576],{"class":156,"line":1575},46,[154,1577,467],{"class":160},[154,1579,1581],{"class":156,"line":1580},47,[154,1582,473],{"class":160},[111,1584,1585],{"id":1585},"数据收集工作流",[145,1587,1589],{"className":147,"code":1588,"language":149,"meta":150,"style":150},"{\n  \"id\": \"data-collection\",\n  \"name\": \"每日数据收集\",\n  \"trigger\": {\n    \"type\": \"schedule\",\n    \"cron\": \"0 6 * * *\"\n  },\n  \"steps\": [\n    {\n      \"id\": \"fetch-analytics\",\n      \"type\": \"action\",\n      \"action\": \"httpRequest\",\n      \"params\": {\n        \"url\": \"https://api.example.com/analytics\",\n        \"method\": \"GET\"\n      }\n    },\n    {\n      \"id\": \"process-data\",\n      \"type\": \"ai\",\n      \"prompt\": \"根据以下数据生成简报：\\n{{fetch-analytics.result}}\"\n    },\n    {\n      \"id\": \"save-report\",\n      \"type\": \"action\",\n      \"action\": \"saveFile\",\n      \"params\": {\n        \"path\": \"/reports/daily-{{date}}.md\",\n        \"content\": \"{{process-data.result}}\"\n      }\n    },\n    {\n      \"id\": \"notify\",\n      \"type\": \"action\",\n      \"action\": \"sendMessage\",\n      \"params\": {\n        \"channel\": \"telegram\",\n        \"message\": \"每日报告已生成：{{process-data.result}}\"\n      }\n    }\n  ]\n}\n",[122,1590,1591,1595,1606,1617,1623,1633,1642,1646,1652,1656,1667,1677,1688,1694,1706,1716,1720,1724,1728,1739,1749,1763,1767,1771,1782,1792,1803,1809,1821,1831,1835,1839,1843,1854,1864,1874,1880,1890,1899,1903,1907,1911],{"__ignoreMap":150},[154,1592,1593],{"class":156,"line":157},[154,1594,161],{"class":160},[154,1596,1597,1599,1601,1604],{"class":156,"line":164},[154,1598,168],{"class":167},[154,1600,171],{"class":160},[154,1602,1603],{"class":174},"\"data-collection\"",[154,1605,178],{"class":160},[154,1607,1608,1610,1612,1615],{"class":156,"line":181},[154,1609,184],{"class":167},[154,1611,171],{"class":160},[154,1613,1614],{"class":174},"\"每日数据收集\"",[154,1616,178],{"class":160},[154,1618,1619,1621],{"class":156,"line":194},[154,1620,210],{"class":167},[154,1622,213],{"class":160},[154,1624,1625,1627,1629,1631],{"class":156,"line":207},[154,1626,219],{"class":167},[154,1628,171],{"class":160},[154,1630,224],{"class":174},[154,1632,178],{"class":160},[154,1634,1635,1637,1639],{"class":156,"line":216},[154,1636,232],{"class":167},[154,1638,171],{"class":160},[154,1640,1641],{"class":174},"\"0 6 * * *\"\n",[154,1643,1644],{"class":156,"line":229},[154,1645,243],{"class":160},[154,1647,1648,1650],{"class":156,"line":240},[154,1649,249],{"class":167},[154,1651,252],{"class":160},[154,1653,1654],{"class":156,"line":246},[154,1655,258],{"class":160},[154,1657,1658,1660,1662,1665],{"class":156,"line":255},[154,1659,264],{"class":167},[154,1661,171],{"class":160},[154,1663,1664],{"class":174},"\"fetch-analytics\"",[154,1666,178],{"class":160},[154,1668,1669,1671,1673,1675],{"class":156,"line":261},[154,1670,277],{"class":167},[154,1672,171],{"class":160},[154,1674,282],{"class":174},[154,1676,178],{"class":160},[154,1678,1679,1681,1683,1686],{"class":156,"line":274},[154,1680,290],{"class":167},[154,1682,171],{"class":160},[154,1684,1685],{"class":174},"\"httpRequest\"",[154,1687,178],{"class":160},[154,1689,1690,1692],{"class":156,"line":287},[154,1691,303],{"class":167},[154,1693,213],{"class":160},[154,1695,1696,1699,1701,1704],{"class":156,"line":300},[154,1697,1698],{"class":167},"        \"url\"",[154,1700,171],{"class":160},[154,1702,1703],{"class":174},"\"https://api.example.com/analytics\"",[154,1705,178],{"class":160},[154,1707,1708,1711,1713],{"class":156,"line":308},[154,1709,1710],{"class":167},"        \"method\"",[154,1712,171],{"class":160},[154,1714,1715],{"class":174},"\"GET\"\n",[154,1717,1718],{"class":156,"line":319},[154,1719,322],{"class":160},[154,1721,1722],{"class":156,"line":325},[154,1723,328],{"class":160},[154,1725,1726],{"class":156,"line":331},[154,1727,258],{"class":160},[154,1729,1730,1732,1734,1737],{"class":156,"line":336},[154,1731,264],{"class":167},[154,1733,171],{"class":160},[154,1735,1736],{"class":174},"\"process-data\"",[154,1738,178],{"class":160},[154,1740,1741,1743,1745,1747],{"class":156,"line":348},[154,1742,277],{"class":167},[154,1744,171],{"class":160},[154,1746,355],{"class":174},[154,1748,178],{"class":160},[154,1750,1751,1753,1755,1758,1760],{"class":156,"line":360},[154,1752,363],{"class":167},[154,1754,171],{"class":160},[154,1756,1757],{"class":174},"\"根据以下数据生成简报：",[154,1759,371],{"class":167},[154,1761,1762],{"class":174},"{{fetch-analytics.result}}\"\n",[154,1764,1765],{"class":156,"line":377},[154,1766,328],{"class":160},[154,1768,1769],{"class":156,"line":382},[154,1770,258],{"class":160},[154,1772,1773,1775,1777,1780],{"class":156,"line":387},[154,1774,264],{"class":167},[154,1776,171],{"class":160},[154,1778,1779],{"class":174},"\"save-report\"",[154,1781,178],{"class":160},[154,1783,1784,1786,1788,1790],{"class":156,"line":399},[154,1785,277],{"class":167},[154,1787,171],{"class":160},[154,1789,282],{"class":174},[154,1791,178],{"class":160},[154,1793,1794,1796,1798,1801],{"class":156,"line":410},[154,1795,290],{"class":167},[154,1797,171],{"class":160},[154,1799,1800],{"class":174},"\"saveFile\"",[154,1802,178],{"class":160},[154,1804,1805,1807],{"class":156,"line":422},[154,1806,303],{"class":167},[154,1808,213],{"class":160},[154,1810,1811,1814,1816,1819],{"class":156,"line":429},[154,1812,1813],{"class":167},"        \"path\"",[154,1815,171],{"class":160},[154,1817,1818],{"class":174},"\"/reports/daily-{{date}}.md\"",[154,1820,178],{"class":160},[154,1822,1823,1826,1828],{"class":156,"line":442},[154,1824,1825],{"class":167},"        \"content\"",[154,1827,171],{"class":160},[154,1829,1830],{"class":174},"\"{{process-data.result}}\"\n",[154,1832,1833],{"class":156,"line":453},[154,1834,322],{"class":160},[154,1836,1837],{"class":156,"line":458},[154,1838,328],{"class":160},[154,1840,1841],{"class":156,"line":464},[154,1842,258],{"class":160},[154,1844,1845,1847,1849,1852],{"class":156,"line":470},[154,1846,264],{"class":167},[154,1848,171],{"class":160},[154,1850,1851],{"class":174},"\"notify\"",[154,1853,178],{"class":160},[154,1855,1856,1858,1860,1862],{"class":156,"line":1479},[154,1857,277],{"class":167},[154,1859,171],{"class":160},[154,1861,282],{"class":174},[154,1863,178],{"class":160},[154,1865,1866,1868,1870,1872],{"class":156,"line":1489},[154,1867,290],{"class":167},[154,1869,171],{"class":160},[154,1871,417],{"class":174},[154,1873,178],{"class":160},[154,1875,1876,1878],{"class":156,"line":1494},[154,1877,303],{"class":167},[154,1879,213],{"class":160},[154,1881,1882,1884,1886,1888],{"class":156,"line":1499},[154,1883,432],{"class":167},[154,1885,171],{"class":160},[154,1887,437],{"class":174},[154,1889,178],{"class":160},[154,1891,1892,1894,1896],{"class":156,"line":1504},[154,1893,445],{"class":167},[154,1895,171],{"class":160},[154,1897,1898],{"class":174},"\"每日报告已生成：{{process-data.result}}\"\n",[154,1900,1901],{"class":156,"line":1515},[154,1902,322],{"class":160},[154,1904,1905],{"class":156,"line":1526},[154,1906,461],{"class":160},[154,1908,1909],{"class":156,"line":1537},[154,1910,467],{"class":160},[154,1912,1913],{"class":156,"line":1544},[154,1914,473],{"class":160},[17,1916,1917],{"id":1917},"管理工作流",[111,1919,1920],{"id":1920},"查看工作流",[145,1922,1926],{"className":1923,"code":1924,"language":1925,"meta":150,"style":150},"language-bash shiki shiki-themes github-light github-dark","# 列出所有工作流\nopenclaw workflows list\n\n# 查看工作流详情\nopenclaw workflows show daily-summary\n\n# 查看执行历史\nopenclaw workflows history daily-summary\n","bash",[122,1927,1928,1934,1946,1952,1957,1969,1973,1978],{"__ignoreMap":150},[154,1929,1930],{"class":156,"line":157},[154,1931,1933],{"class":1932},"sJ8bj","# 列出所有工作流\n",[154,1935,1936,1940,1943],{"class":156,"line":164},[154,1937,1939],{"class":1938},"sScJk","openclaw",[154,1941,1942],{"class":174}," workflows",[154,1944,1945],{"class":174}," list\n",[154,1947,1948],{"class":156,"line":181},[154,1949,1951],{"emptyLinePlaceholder":1950},true,"\n",[154,1953,1954],{"class":156,"line":194},[154,1955,1956],{"class":1932},"# 查看工作流详情\n",[154,1958,1959,1961,1963,1966],{"class":156,"line":207},[154,1960,1939],{"class":1938},[154,1962,1942],{"class":174},[154,1964,1965],{"class":174}," show",[154,1967,1968],{"class":174}," daily-summary\n",[154,1970,1971],{"class":156,"line":216},[154,1972,1951],{"emptyLinePlaceholder":1950},[154,1974,1975],{"class":156,"line":229},[154,1976,1977],{"class":1932},"# 查看执行历史\n",[154,1979,1980,1982,1984,1987],{"class":156,"line":240},[154,1981,1939],{"class":1938},[154,1983,1942],{"class":174},[154,1985,1986],{"class":174}," history",[154,1988,1968],{"class":174},[111,1990,1991],{"id":1991},"手动执行",[145,1993,1995],{"className":1923,"code":1994,"language":1925,"meta":150,"style":150},"# 立即执行工作流\nopenclaw workflows run daily-summary\n\n# 带参数执行\nopenclaw workflows run daily-summary --param date=2026-03-12\n",[122,1996,1997,2002,2013,2017,2022],{"__ignoreMap":150},[154,1998,1999],{"class":156,"line":157},[154,2000,2001],{"class":1932},"# 立即执行工作流\n",[154,2003,2004,2006,2008,2011],{"class":156,"line":164},[154,2005,1939],{"class":1938},[154,2007,1942],{"class":174},[154,2009,2010],{"class":174}," run",[154,2012,1968],{"class":174},[154,2014,2015],{"class":156,"line":181},[154,2016,1951],{"emptyLinePlaceholder":1950},[154,2018,2019],{"class":156,"line":194},[154,2020,2021],{"class":1932},"# 带参数执行\n",[154,2023,2024,2026,2028,2030,2033,2036],{"class":156,"line":207},[154,2025,1939],{"class":1938},[154,2027,1942],{"class":174},[154,2029,2010],{"class":174},[154,2031,2032],{"class":174}," daily-summary",[154,2034,2035],{"class":167}," --param",[154,2037,2038],{"class":174}," date=2026-03-12\n",[111,2040,2042],{"id":2041},"启用禁用","启用/禁用",[145,2044,2046],{"className":1923,"code":2045,"language":1925,"meta":150,"style":150},"# 禁用工作流\nopenclaw workflows disable daily-summary\n\n# 启用工作流\nopenclaw workflows enable daily-summary\n",[122,2047,2048,2053,2064,2068,2073],{"__ignoreMap":150},[154,2049,2050],{"class":156,"line":157},[154,2051,2052],{"class":1932},"# 禁用工作流\n",[154,2054,2055,2057,2059,2062],{"class":156,"line":164},[154,2056,1939],{"class":1938},[154,2058,1942],{"class":174},[154,2060,2061],{"class":174}," disable",[154,2063,1968],{"class":174},[154,2065,2066],{"class":156,"line":181},[154,2067,1951],{"emptyLinePlaceholder":1950},[154,2069,2070],{"class":156,"line":194},[154,2071,2072],{"class":1932},"# 启用工作流\n",[154,2074,2075,2077,2079,2082],{"class":156,"line":207},[154,2076,1939],{"class":1938},[154,2078,1942],{"class":174},[154,2080,2081],{"class":174}," enable",[154,2083,1968],{"class":174},[17,2085,2086],{"id":2086},"调试工作流",[111,2088,2089],{"id":2089},"测试模式",[145,2091,2093],{"className":1923,"code":2092,"language":1925,"meta":150,"style":150},"# 测试运行（不执行实际动作）\nopenclaw workflows test daily-summary --dry-run\n\n# 查看详细日志\nopenclaw workflows test daily-summary --verbose\n",[122,2094,2095,2100,2114,2118,2123],{"__ignoreMap":150},[154,2096,2097],{"class":156,"line":157},[154,2098,2099],{"class":1932},"# 测试运行（不执行实际动作）\n",[154,2101,2102,2104,2106,2109,2111],{"class":156,"line":164},[154,2103,1939],{"class":1938},[154,2105,1942],{"class":174},[154,2107,2108],{"class":174}," test",[154,2110,2032],{"class":174},[154,2112,2113],{"class":167}," --dry-run\n",[154,2115,2116],{"class":156,"line":181},[154,2117,1951],{"emptyLinePlaceholder":1950},[154,2119,2120],{"class":156,"line":194},[154,2121,2122],{"class":1932},"# 查看详细日志\n",[154,2124,2125,2127,2129,2131,2133],{"class":156,"line":207},[154,2126,1939],{"class":1938},[154,2128,1942],{"class":174},[154,2130,2108],{"class":174},[154,2132,2032],{"class":174},[154,2134,2135],{"class":167}," --verbose\n",[111,2137,2138],{"id":2138},"日志查看",[145,2140,2142],{"className":1923,"code":2141,"language":1925,"meta":150,"style":150},"# 查看工作流日志\nopenclaw workflows logs daily-summary\n\n# 实时监控\nopenclaw workflows logs daily-summary --follow\n",[122,2143,2144,2149,2160,2164,2169],{"__ignoreMap":150},[154,2145,2146],{"class":156,"line":157},[154,2147,2148],{"class":1932},"# 查看工作流日志\n",[154,2150,2151,2153,2155,2158],{"class":156,"line":164},[154,2152,1939],{"class":1938},[154,2154,1942],{"class":174},[154,2156,2157],{"class":174}," logs",[154,2159,1968],{"class":174},[154,2161,2162],{"class":156,"line":181},[154,2163,1951],{"emptyLinePlaceholder":1950},[154,2165,2166],{"class":156,"line":194},[154,2167,2168],{"class":1932},"# 实时监控\n",[154,2170,2171,2173,2175,2177,2179],{"class":156,"line":207},[154,2172,1939],{"class":1938},[154,2174,1942],{"class":174},[154,2176,2157],{"class":174},[154,2178,2032],{"class":174},[154,2180,2181],{"class":167}," --follow\n",[17,2183,2184],{"id":2184},"最佳实践",[111,2186,2188],{"id":2187},"_1-保持简单","1. 保持简单",[13,2190,2191],{},"每个工作流专注于单一目标，避免过于复杂的逻辑。",[111,2193,2195],{"id":2194},"_2-添加错误处理","2. 添加错误处理",[145,2197,2199],{"className":147,"code":2198,"language":149,"meta":150,"style":150},"{\n  \"steps\": [\n    {\n      \"id\": \"risky-action\",\n      \"type\": \"action\",\n      \"action\": \"externalApi\",\n      \"onError\": {\n        \"retry\": 3,\n        \"fallback\": \"notify-error\"\n      }\n    }\n  ]\n}\n",[122,2200,2201,2205,2211,2215,2226,2236,2247,2254,2266,2276,2280,2284,2288],{"__ignoreMap":150},[154,2202,2203],{"class":156,"line":157},[154,2204,161],{"class":160},[154,2206,2207,2209],{"class":156,"line":164},[154,2208,249],{"class":167},[154,2210,252],{"class":160},[154,2212,2213],{"class":156,"line":181},[154,2214,258],{"class":160},[154,2216,2217,2219,2221,2224],{"class":156,"line":194},[154,2218,264],{"class":167},[154,2220,171],{"class":160},[154,2222,2223],{"class":174},"\"risky-action\"",[154,2225,178],{"class":160},[154,2227,2228,2230,2232,2234],{"class":156,"line":207},[154,2229,277],{"class":167},[154,2231,171],{"class":160},[154,2233,282],{"class":174},[154,2235,178],{"class":160},[154,2237,2238,2240,2242,2245],{"class":156,"line":216},[154,2239,290],{"class":167},[154,2241,171],{"class":160},[154,2243,2244],{"class":174},"\"externalApi\"",[154,2246,178],{"class":160},[154,2248,2249,2252],{"class":156,"line":229},[154,2250,2251],{"class":167},"      \"onError\"",[154,2253,213],{"class":160},[154,2255,2256,2259,2261,2264],{"class":156,"line":240},[154,2257,2258],{"class":167},"        \"retry\"",[154,2260,171],{"class":160},[154,2262,2263],{"class":167},"3",[154,2265,178],{"class":160},[154,2267,2268,2271,2273],{"class":156,"line":246},[154,2269,2270],{"class":167},"        \"fallback\"",[154,2272,171],{"class":160},[154,2274,2275],{"class":174},"\"notify-error\"\n",[154,2277,2278],{"class":156,"line":255},[154,2279,322],{"class":160},[154,2281,2282],{"class":156,"line":261},[154,2283,461],{"class":160},[154,2285,2286],{"class":156,"line":274},[154,2287,467],{"class":160},[154,2289,2290],{"class":156,"line":287},[154,2291,473],{"class":160},[111,2293,2295],{"id":2294},"_3-使用变量","3. 使用变量",[145,2297,2299],{"className":147,"code":2298,"language":149,"meta":150,"style":150},"{\n  \"variables\": {\n    \"reportPath\": \"/reports/{{date}}\",\n    \"recipients\": [\"user1@example.com\", \"user2@example.com\"]\n  }\n}\n",[122,2300,2301,2305,2312,2324,2342,2346],{"__ignoreMap":150},[154,2302,2303],{"class":156,"line":157},[154,2304,161],{"class":160},[154,2306,2307,2310],{"class":156,"line":164},[154,2308,2309],{"class":167},"  \"variables\"",[154,2311,213],{"class":160},[154,2313,2314,2317,2319,2322],{"class":156,"line":181},[154,2315,2316],{"class":167},"    \"reportPath\"",[154,2318,171],{"class":160},[154,2320,2321],{"class":174},"\"/reports/{{date}}\"",[154,2323,178],{"class":160},[154,2325,2326,2329,2331,2334,2337,2340],{"class":156,"line":194},[154,2327,2328],{"class":167},"    \"recipients\"",[154,2330,1003],{"class":160},[154,2332,2333],{"class":174},"\"user1@example.com\"",[154,2335,2336],{"class":160},", ",[154,2338,2339],{"class":174},"\"user2@example.com\"",[154,2341,1009],{"class":160},[154,2343,2344],{"class":156,"line":207},[154,2345,517],{"class":160},[154,2347,2348],{"class":156,"line":216},[154,2349,473],{"class":160},[111,2351,2353],{"id":2352},"_4-记录执行","4. 记录执行",[145,2355,2357],{"className":147,"code":2356,"language":149,"meta":150,"style":150},"{\n  \"logging\": {\n    \"enabled\": true,\n    \"level\": \"info\",\n    \"includeSteps\": true\n  }\n}\n",[122,2358,2359,2363,2370,2382,2394,2404,2408],{"__ignoreMap":150},[154,2360,2361],{"class":156,"line":157},[154,2362,161],{"class":160},[154,2364,2365,2368],{"class":156,"line":164},[154,2366,2367],{"class":167},"  \"logging\"",[154,2369,213],{"class":160},[154,2371,2372,2375,2377,2380],{"class":156,"line":181},[154,2373,2374],{"class":167},"    \"enabled\"",[154,2376,171],{"class":160},[154,2378,2379],{"class":167},"true",[154,2381,178],{"class":160},[154,2383,2384,2387,2389,2392],{"class":156,"line":194},[154,2385,2386],{"class":167},"    \"level\"",[154,2388,171],{"class":160},[154,2390,2391],{"class":174},"\"info\"",[154,2393,178],{"class":160},[154,2395,2396,2399,2401],{"class":156,"line":207},[154,2397,2398],{"class":167},"    \"includeSteps\"",[154,2400,171],{"class":160},[154,2402,2403],{"class":167},"true\n",[154,2405,2406],{"class":156,"line":216},[154,2407,517],{"class":160},[154,2409,2410],{"class":156,"line":229},[154,2411,473],{"class":160},[17,2413,2414],{"id":2414},"常见问题",[111,2416,2417],{"id":2417},"工作流不执行",[13,2419,2420],{},"检查：",[24,2422,2423,2426,2429],{},[27,2424,2425],{},"触发器配置是否正确",[27,2427,2428],{},"工作流是否已启用",[27,2430,2431],{},"时区设置是否正确",[111,2433,2434],{"id":2434},"步骤执行失败",[13,2436,2420],{},[24,2438,2439,2442,2445],{},[27,2440,2441],{},"参数是否正确",[27,2443,2444],{},"依赖服务是否可用",[27,2446,2447],{},"查看错误日志",[111,2449,2450],{"id":2450},"性能问题",[13,2452,2453],{},"优化建议：",[24,2455,2456,2459,2462],{},[27,2457,2458],{},"减少不必要的步骤",[27,2460,2461],{},"使用并行执行",[27,2463,2464],{},"缓存重复计算",[17,2466,2467],{"id":2467},"下一步",[24,2469,2470,2477,2483],{},[27,2471,2472],{},[2473,2474,2476],"a",{"href":2475},"/best-practices/automation-workflows","自动化工作流最佳实践",[27,2478,2479],{},[2473,2480,2482],{"href":2481},"/docs/manual/tools-overview","工具配置指南",[27,2484,2485],{},[2473,2486,2488],{"href":2487},"/docs/manual/hooks-overview","Hooks 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级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[2773,2865,2866,2727,2755],"forum-topics","sessions",{"title":2868,"description":2869,"path":2870,"category":2707,"updatedAt":2752,"sourceType":2544,"tags":2871},"从第一次跑通到长期运行：OpenClaw 的完整系统地图","把安装、Gateway、控制面、渠道、模型、记忆、自动化和长期维护放到一条完整主线上，帮助你从“先跑起来”过渡到“长期稳定使用”。","/docs/manual/from-first-run-to-long-running-system",[2580,2567,2569,2681,2571,2548],{"title":2873,"description":2874,"path":2875,"category":2707,"updatedAt":2742,"sourceType":2544,"tags":2876},"Headless nodes 和设备宿主边界怎么分","基于最新官方 Nodes、Architecture 与 Pairing 文档，解释 headless nodes、普通设备节点和 Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[2718,2877,2878,2879,2567],"headless","pairing","devices",{"title":2881,"description":2882,"path":2883,"category":2707,"updatedAt":2630,"sourceType":2544,"tags":2884},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[2667,2885,2886,2548,2665],"lifecycle","events",{"title":2888,"description":2889,"path":2487,"category":2707,"updatedAt":2614,"sourceType":2544,"tags":2890},"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。",[2667,2548,2859,2886],{"title":2892,"description":2893,"path":2894,"category":2707,"updatedAt":2724,"sourceType":2544,"tags":2895},"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",[2896,2897,2898,2899,2900],"messages","queueing","dedupe","debounce","delivery",{"title":2902,"description":2903,"path":2904,"category":2707,"updatedAt":2673,"sourceType":2544,"tags":2905},"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",[2906,2907,2908,2909,2658],"ollama","local-model","llm","privacy",{"title":2911,"description":2912,"path":2913,"category":2707,"updatedAt":2630,"sourceType":2544,"tags":2914},"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",[2915,2718,2762,2916,2917],"location","permissions","gps",{"title":2919,"description":2920,"path":2921,"category":2707,"updatedAt":2630,"sourceType":2544,"tags":2922},"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",[2571,2923,2866,2924,2925],"markdown","memory_search","memory_get",{"title":2927,"description":2928,"path":2929,"category":2707,"updatedAt":2673,"sourceType":2544,"tags":2930},"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",[2571,2665,2931,2932,2923],"lancedb","memory-core",{"title":2934,"description":2935,"path":2936,"category":2707,"updatedAt":2551,"sourceType":2544,"tags":2937},"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",[2571,2938,2939,2940,2931],"search","indexing","embeddings",{"title":2942,"description":2943,"path":2944,"category":2707,"updatedAt":2614,"sourceType":2708,"tags":2945},"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",[2571,2711,2746,2946],"logs",{"title":2948,"description":2949,"path":2950,"category":2707,"updatedAt":2614,"sourceType":2544,"tags":2951},"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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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",[2681,2908,2838,2727],{"title":2973,"description":2974,"path":2975,"category":2707,"updatedAt":2614,"sourceType":2544,"tags":2976},"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",[2718,2762,2761,2821,2878],{"title":2978,"description":2979,"path":2980,"category":2707,"updatedAt":2673,"sourceType":2544,"tags":2981},"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",[2982,2983,2666,2853,2547],"openprose","lobster",{"title":2985,"description":2986,"path":2987,"category":2707,"updatedAt":2630,"sourceType":2544,"tags":2988},"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 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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",[3473,3264,2798,3474,3266],"sources","trust",{"title":3476,"description":3477,"path":3478,"category":3346,"updatedAt":2630,"sourceType":2544,"tags":3479},"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",[2567,3480,3010,3115,2719],"rpc",{"title":3482,"description":3483,"path":3484,"category":3346,"updatedAt":2724,"sourceType":2544,"tags":3485},"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",[2878,2879,2567,2718,3352],{"title":3487,"description":3488,"path":3489,"category":3346,"updatedAt":3107,"sourceType":2544,"tags":3490},"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",[2746,2567,2688,2618,3352],{"title":3492,"description":3493,"path":3494,"category":3346,"updatedAt":2752,"sourceType":2544,"tags":3495},"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",[2567,3115,3496,3497,3352],"protocol","scopes",{"title":3499,"description":3500,"path":3501,"category":3346,"updatedAt":2742,"sourceType":2544,"tags":3502},"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",[2745,3503,2727,2963,2896],"mention",{"title":3505,"description":3506,"path":3507,"category":3346,"updatedAt":2752,"sourceType":2544,"tags":3508},"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",[3162,3509,3510,3511,3352],"visibility","activeHours","alerts",{"title":3513,"description":3514,"path":3515,"category":3346,"updatedAt":2742,"sourceType":2544,"tags":3516},"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",[3109,3115,3517,2567,3352],"sdk",{"title":3519,"description":3520,"path":3521,"category":3346,"updatedAt":2742,"sourceType":2544,"tags":3522},"include 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[2571,3536,3537,3538,3539,3352],"hybrid-search","ranking","mmr","retrieval",{"title":3541,"description":3542,"path":3543,"category":3346,"updatedAt":2673,"sourceType":2544,"tags":3544},"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",[2681,3545,2827,2838,3352],"probe",{"title":3547,"description":3548,"path":3549,"category":3346,"updatedAt":3046,"sourceType":2544,"tags":3550},"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",[2878,2879,3382,3551,3169],"credentials",{"title":3553,"description":3554,"path":3555,"category":3346,"updatedAt":2673,"sourceType":2544,"tags":3556},"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",[2665,2781,3557,3558,3266,3352],"npm","pin",{"title":3560,"description":3561,"path":3562,"category":3437,"updatedAt":2630,"sourceType":2544,"tags":3563},"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",[3439,3564,2946,2838,2909],"raw-stream",{"title":3566,"description":3567,"path":3568,"category":3346,"updatedAt":2752,"sourceType":2544,"tags":3569},"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",[2632,3570,2827,2567,3352],"tlsFingerprint",{"title":3572,"description":3573,"path":3574,"category":3346,"updatedAt":2752,"sourceType":2544,"tags":3575},"回复机器人消息也算 mention 吗，pending history 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入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[2746,2590,3454,2878,2963],{"title":3593,"description":3594,"path":3595,"category":3346,"updatedAt":3596,"sourceType":2544,"tags":3597},"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",[2746,3598,3599,3065,3352],"transcript","jsonl",{"title":3601,"description":3602,"path":3603,"category":3346,"updatedAt":3596,"sourceType":2544,"tags":3604},"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",[2866,3010,3605,3290,2589],"store",{"title":3607,"description":3608,"path":3609,"category":3346,"updatedAt":2752,"sourceType":2544,"tags":3610},"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",[2590,3305,3290,3611,3352],"ingress",{"title":3613,"description":3614,"path":3615,"category":3346,"updatedAt":2630,"sourceType":2544,"tags":3616},"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",[3010,3197,3617,2946,3618],"health","troubleshooting",{"title":3620,"description":3621,"path":3622,"category":3346,"updatedAt":3596,"sourceType":2544,"tags":3623},"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",[3598,3624,2838,3625,3352],"hygiene","tool-calls",{"title":3627,"description":3628,"path":3629,"category":3437,"updatedAt":2614,"sourceType":2544,"tags":3630},"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",[3618,3188,3197,2946],{"title":3632,"description":3633,"path":3634,"category":3346,"updatedAt":2724,"sourceType":2544,"tags":3635},"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",[2688,3636,3637,3598,3352],"history","inject",{"title":3639,"description":3640,"path":3641,"category":3642,"updatedAt":2673,"sourceType":2544,"tags":3643},"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",[3644,3645,3646,3647,3216,3217],"china","cloud","deployment","feishu",{"title":3649,"description":3650,"path":3651,"category":3642,"updatedAt":2614,"sourceType":2544,"tags":3652},"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",[3646,2633,3653,3645,3654],"docker","wsl2",{"title":3656,"description":3657,"path":3658,"category":3642,"updatedAt":3056,"sourceType":2544,"tags":3659},"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",[2616,3557,3660,3654],"install-script",{"title":3662,"description":3663,"path":3664,"category":3642,"updatedAt":2630,"sourceType":2544,"tags":3665},"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 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回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[2618,2688,2828,3431,2727,4005],"web",{"title":4007,"description":4008,"path":4009,"category":3709,"date":2563,"updatedAt":2563,"sourceType":2798,"source":4010,"tags":4011},"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",[2578,2582,2799,3644],{"title":4013,"description":4014,"path":4015,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4016,"tags":4017},"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",[2879,2878,2828,3182,4018],"rotate",{"title":4020,"description":4021,"path":4022,"category":3916,"date":2724,"updatedAt":2724,"sourceType":2544,"source":4023,"tags":4024},"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",[3188,3358,3189,3439,2589],{"title":4026,"description":4027,"path":4028,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4023,"tags":4029},"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",[3188,3189,3048,3267,3358],{"title":4031,"description":4032,"path":4033,"category":4034,"date":2563,"updatedAt":2563,"sourceType":2798,"source":4035,"tags":4036},"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",[4037,4038,4039,4040],"education","adoption","ai-tutor","higher-education",{"title":4042,"description":4043,"path":4044,"category":4034,"date":2563,"updatedAt":2563,"sourceType":2798,"source":4045,"tags":4046},"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",[2588,3646,2547,3644],{"title":4048,"description":4049,"path":4050,"category":3709,"date":2630,"updatedAt":2630,"sourceType":2544,"source":4051,"tags":4052},"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",[2582,2781,2665,2667,2800],{"title":4054,"description":4055,"path":4056,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4057,"tags":4058},"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",[2567,2878,4059,2828,2718],"pending",{"title":4061,"description":4062,"path":4063,"category":3916,"date":3107,"updatedAt":3107,"sourceType":2544,"source":4064,"tags":4065},"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",[2567,2746,2688,2618,4066],"state",{"title":4068,"description":4069,"path":4070,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4071,"tags":4072},"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",[2745,3503,2963,2896,2727],{"title":4074,"description":4075,"path":4076,"category":3916,"date":2752,"updatedAt":2752,"sourceType":2544,"source":4071,"tags":4077},"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",[2745,3576,4078,2744,2989],"activation",{"title":4080,"description":4081,"path":4082,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4083,"tags":4084},"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",[2581,3523,3139,3524,2589],{"title":4086,"description":4087,"path":4088,"category":3709,"date":2630,"updatedAt":2630,"sourceType":2544,"source":4089,"tags":4090},"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",[4091,3646,4092,4093,4094],"showcase","home-assistant","nix","infrastructure",{"title":4096,"description":4097,"path":4098,"category":3916,"date":2724,"updatedAt":2724,"sourceType":2544,"source":4099,"tags":4100},"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",[2866,2571,3065,3987,2989],{"title":4102,"description":4103,"path":4104,"category":3916,"date":2724,"updatedAt":2724,"sourceType":2544,"source":4105,"tags":4106},"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",[3267,3154,2866,3155,2589],{"title":4108,"description":4109,"path":4110,"category":3736,"date":3710,"updatedAt":2614,"sourceType":3404,"source":3738,"tags":4111},"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",[3264,3337,3265,2582,2590],{"title":4113,"description":4114,"path":4115,"category":3916,"date":2673,"updatedAt":2673,"sourceType":2544,"source":4116,"tags":4117},"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",[4091,2571,2836,4128,4129],"vector-search","knowledge",{"title":4131,"description":4132,"path":4133,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4134,"tags":4135},"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",[3503,2745,2773,2775,2844],{"title":4137,"description":4138,"path":4139,"category":3916,"date":2724,"updatedAt":2724,"sourceType":2544,"source":4140,"tags":4141},"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",[2896,2688,2727,2900,2569],{"title":4143,"description":4144,"path":4145,"category":3916,"date":2673,"updatedAt":2673,"sourceType":2544,"source":3973,"tags":4146},"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",[2681,3545,2838,2827,3226],{"title":4148,"description":4149,"path":4150,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4151,"tags":4152},"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",[2718,2877,2567,2878,2879],{"title":4154,"description":4155,"path":4156,"category":3709,"date":2630,"updatedAt":2630,"sourceType":2544,"source":4157,"tags":4158},"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",[2617,3693,4159,3694,3267],"install",{"title":4161,"description":4162,"path":4163,"category":3916,"date":3107,"updatedAt":3107,"sourceType":2544,"source":3992,"tags":4164},"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",[3279,2829,2807,2878,2632],{"title":4166,"description":4167,"path":4168,"category":3916,"date":2752,"updatedAt":2752,"sourceType":2544,"source":4169,"tags":4170},"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",[2618,2688,3115,3279,2719],{"title":4172,"description":4173,"path":4174,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4016,"tags":4175},"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 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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",[2838,2681,2718,2827,2989],{"title":4201,"description":4202,"path":4203,"category":3916,"date":2752,"updatedAt":2752,"sourceType":2544,"source":4204,"tags":4205},"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",[2838,3351,2681,2567,2589],{"title":4207,"description":4208,"path":4209,"category":3709,"date":2630,"updatedAt":2630,"sourceType":2544,"source":3910,"tags":4210},"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",[3264,3265,3267,3266],{"title":4212,"description":4213,"path":4214,"category":3916,"date":2724,"updatedAt":2724,"sourceType":2544,"source":3930,"tags":4215},"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",[2618,2878,2718,2632,3169],{"title":4217,"description":4218,"path":4219,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4220,"tags":4221},"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",[2727,2726,4222,2569,2728],"threads",{"title":4224,"description":4225,"path":4226,"category":3916,"date":2742,"updatedAt":2742,"sourceType":2544,"source":4227,"tags":4228},"OpenClaw Secret 观察：active 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