[{"data":1,"prerenderedAt":6420},["ShallowReactive",2],{"docs:getting-started/first-workflow":3,"content-manifest":3777},{"id":4,"title":5,"body":6,"category":3761,"date":3762,"description":3763,"extension":3764,"meta":3765,"navigation":2676,"path":3766,"seo":3767,"source":3762,"sourceName":3762,"sourceType":3768,"stem":3769,"tags":3770,"updatedAt":3775,"__hash__":3776},"docs/docs/getting-started/first-workflow.md","创建第一个工作流",{"type":7,"value":8,"toc":3697},"minimark",[9,12,16,20,23,52,55,107,112,115,165,168,171,175,194,197,204,534,537,540,572,575,578,620,623,687,690,768,771,803,807,863,866,927,930,934,937,1011,1014,1017,1108,1111,1114,1237,1240,1243,1360,1363,1366,1392,1395,1398,1787,1790,2119,2122,2641,2644,2647,2715,2718,2765,2769,2810,2813,2816,2862,2865,2908,2911,2914,2950,2953,2957,2960,2964,3060,3064,3117,3121,3179,3183,3186,3197,3201,3204,3236,3239,3242,3336,3340,3424,3427,3430,3433,3441,3444,3476,3479,3482,3520,3523,3526,3575,3578,3581,3584,3598,3601,3603,3617,3620,3623,3637,3640,3642,3653,3656,3658,3669,3672,3693],[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",[108,109,111],"h3",{"id":110},"工作流-vs-技能-vs-agent","工作流 vs 技能 vs Agent",[13,113,114],{},"这三个概念容易混淆，它们的区别是：",[56,116,117,130],{},[59,118,119],{},[62,120,121,124,127],{},[65,122,123],{},"概念",[65,125,126],{},"类比",[65,128,129],{},"视角",[72,131,132,143,154],{},[62,133,134,137,140],{},[77,135,136],{},"Agent",[77,138,139],{},"员工",[77,141,142],{},"谁在工作",[62,144,145,148,151],{},[77,146,147],{},"技能",[77,149,150],{},"能力",[77,152,153],{},"会做什么",[62,155,156,159,162],{},[77,157,158],{},"工作流",[77,160,161],{},"流程",[77,163,164],{},"怎么完成",[13,166,167],{},"工作流不替代 Agent 和技能，而是在它们之上编排执行路径。",[17,169,170],{"id":170},"创建简单工作流",[108,172,174],{"id":173},"通过-control-ui-创建","通过 Control UI 创建",[176,177,178,185,188,191],"ol",{},[27,179,180,181],{},"打开 ",[182,183,184],"code",{},"openclaw dashboard",[27,186,187],{},"进入 Workflows 页面",[27,189,190],{},"点击 \"Create Workflow\"",[27,192,193],{},"配置触发器和步骤",[108,195,196],{"id":196},"通过配置文件创建",[13,198,199,200,203],{},"工作流配置文件位于 ",[182,201,202],{},"~/.openclaw/workflows/","：",[205,206,211],"pre",{"className":207,"code":208,"language":209,"meta":210,"style":210},"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","",[182,212,213,222,239,252,265,274,287,298,304,313,319,332,345,358,366,377,383,389,394,406,418,435,440,445,457,468,480,487,500,511,516,522,528],{"__ignoreMap":210},[214,215,218],"span",{"class":216,"line":217},"line",1,[214,219,221],{"class":220},"sVt8B","{\n",[214,223,225,229,232,236],{"class":216,"line":224},2,[214,226,228],{"class":227},"sj4cs","  \"id\"",[214,230,231],{"class":220},": ",[214,233,235],{"class":234},"sZZnC","\"daily-summary\"",[214,237,238],{"class":220},",\n",[214,240,242,245,247,250],{"class":216,"line":241},3,[214,243,244],{"class":227},"  \"name\"",[214,246,231],{"class":220},[214,248,249],{"class":234},"\"每日摘要\"",[214,251,238],{"class":220},[214,253,255,258,260,263],{"class":216,"line":254},4,[214,256,257],{"class":227},"  \"description\"",[214,259,231],{"class":220},[214,261,262],{"class":234},"\"每天早上生成昨日活动摘要\"",[214,264,238],{"class":220},[214,266,268,271],{"class":216,"line":267},5,[214,269,270],{"class":227},"  \"trigger\"",[214,272,273],{"class":220},": {\n",[214,275,277,280,282,285],{"class":216,"line":276},6,[214,278,279],{"class":227},"    \"type\"",[214,281,231],{"class":220},[214,283,284],{"class":234},"\"schedule\"",[214,286,238],{"class":220},[214,288,290,293,295],{"class":216,"line":289},7,[214,291,292],{"class":227},"    \"cron\"",[214,294,231],{"class":220},[214,296,297],{"class":234},"\"0 8 * * *\"\n",[214,299,301],{"class":216,"line":300},8,[214,302,303],{"class":220},"  },\n",[214,305,307,310],{"class":216,"line":306},9,[214,308,309],{"class":227},"  \"steps\"",[214,311,312],{"class":220},": [\n",[214,314,316],{"class":216,"line":315},10,[214,317,318],{"class":220},"    {\n",[214,320,322,325,327,330],{"class":216,"line":321},11,[214,323,324],{"class":227},"      \"id\"",[214,326,231],{"class":220},[214,328,329],{"class":234},"\"collect-messages\"",[214,331,238],{"class":220},[214,333,335,338,340,343],{"class":216,"line":334},12,[214,336,337],{"class":227},"      \"type\"",[214,339,231],{"class":220},[214,341,342],{"class":234},"\"action\"",[214,344,238],{"class":220},[214,346,348,351,353,356],{"class":216,"line":347},13,[214,349,350],{"class":227},"      \"action\"",[214,352,231],{"class":220},[214,354,355],{"class":234},"\"getMessages\"",[214,357,238],{"class":220},[214,359,361,364],{"class":216,"line":360},14,[214,362,363],{"class":227},"      \"params\"",[214,365,273],{"class":220},[214,367,369,372,374],{"class":216,"line":368},15,[214,370,371],{"class":227},"        \"timeRange\"",[214,373,231],{"class":220},[214,375,376],{"class":234},"\"yesterday\"\n",[214,378,380],{"class":216,"line":379},16,[214,381,382],{"class":220},"      }\n",[214,384,386],{"class":216,"line":385},17,[214,387,388],{"class":220},"    },\n",[214,390,392],{"class":216,"line":391},18,[214,393,318],{"class":220},[214,395,397,399,401,404],{"class":216,"line":396},19,[214,398,324],{"class":227},[214,400,231],{"class":220},[214,402,403],{"class":234},"\"generate-summary\"",[214,405,238],{"class":220},[214,407,409,411,413,416],{"class":216,"line":408},20,[214,410,337],{"class":227},[214,412,231],{"class":220},[214,414,415],{"class":234},"\"ai\"",[214,417,238],{"class":220},[214,419,421,424,426,429,432],{"class":216,"line":420},21,[214,422,423],{"class":227},"      \"prompt\"",[214,425,231],{"class":220},[214,427,428],{"class":234},"\"根据以下消息生成一份简洁的每日摘要：",[214,430,431],{"class":227},"\\n",[214,433,434],{"class":234},"{{collect-messages.result}}\"\n",[214,436,438],{"class":216,"line":437},22,[214,439,388],{"class":220},[214,441,443],{"class":216,"line":442},23,[214,444,318],{"class":220},[214,446,448,450,452,455],{"class":216,"line":447},24,[214,449,324],{"class":227},[214,451,231],{"class":220},[214,453,454],{"class":234},"\"send-notification\"",[214,456,238],{"class":220},[214,458,460,462,464,466],{"class":216,"line":459},25,[214,461,337],{"class":227},[214,463,231],{"class":220},[214,465,342],{"class":234},[214,467,238],{"class":220},[214,469,471,473,475,478],{"class":216,"line":470},26,[214,472,350],{"class":227},[214,474,231],{"class":220},[214,476,477],{"class":234},"\"sendMessage\"",[214,479,238],{"class":220},[214,481,483,485],{"class":216,"line":482},27,[214,484,363],{"class":227},[214,486,273],{"class":220},[214,488,490,493,495,498],{"class":216,"line":489},28,[214,491,492],{"class":227},"        \"channel\"",[214,494,231],{"class":220},[214,496,497],{"class":234},"\"telegram\"",[214,499,238],{"class":220},[214,501,503,506,508],{"class":216,"line":502},29,[214,504,505],{"class":227},"        \"message\"",[214,507,231],{"class":220},[214,509,510],{"class":234},"\"{{generate-summary.result}}\"\n",[214,512,514],{"class":216,"line":513},30,[214,515,382],{"class":220},[214,517,519],{"class":216,"line":518},31,[214,520,521],{"class":220},"    }\n",[214,523,525],{"class":216,"line":524},32,[214,526,527],{"class":220},"  ]\n",[214,529,531],{"class":216,"line":530},33,[214,532,533],{"class":220},"}\n",[108,535,536],{"id":536},"创建工作流的最佳顺序",[13,538,539],{},"建议按这个节奏创建第一个工作流：",[176,541,542,548,554,560,566],{},[27,543,544,547],{},[30,545,546],{},"先在 CLI 中手动执行各步骤","，确认每个动作都能独立运行",[27,549,550,553],{},[30,551,552],{},"组装成工作流配置","，用 dry-run 模式验证流程逻辑",[27,555,556,559],{},[30,557,558],{},"用手动触发器跑一次","，观察输出是否符合预期",[27,561,562,565],{},[30,563,564],{},"再切换到定时或事件触发","，让它自动执行",[27,567,568,571],{},[30,569,570],{},"持续观察执行日志","，完善错误处理",[17,573,574],{"id":574},"触发器类型",[108,576,577],{"id":577},"定时触发",[205,579,581],{"className":207,"code":580,"language":209,"meta":210,"style":210},"{\n  \"trigger\": {\n    \"type\": \"schedule\",\n    \"cron\": \"0 8 * * *\"\n  }\n}\n",[182,582,583,587,593,603,611,616],{"__ignoreMap":210},[214,584,585],{"class":216,"line":217},[214,586,221],{"class":220},[214,588,589,591],{"class":216,"line":224},[214,590,270],{"class":227},[214,592,273],{"class":220},[214,594,595,597,599,601],{"class":216,"line":241},[214,596,279],{"class":227},[214,598,231],{"class":220},[214,600,284],{"class":234},[214,602,238],{"class":220},[214,604,605,607,609],{"class":216,"line":254},[214,606,292],{"class":227},[214,608,231],{"class":220},[214,610,297],{"class":234},[214,612,613],{"class":216,"line":267},[214,614,615],{"class":220},"  }\n",[214,617,618],{"class":216,"line":276},[214,619,533],{"class":220},[13,621,622],{},"常用 cron 表达式：",[56,624,625,635],{},[59,626,627],{},[62,628,629,632],{},[65,630,631],{},"表达式",[65,633,634],{},"含义",[72,636,637,647,657,667,677],{},[62,638,639,644],{},[77,640,641],{},[182,642,643],{},"0 8 * * *",[77,645,646],{},"每天早上 8 点",[62,648,649,654],{},[77,650,651],{},[182,652,653],{},"0 9 * * 1",[77,655,656],{},"每周一早上 9 点",[62,658,659,664],{},[77,660,661],{},[182,662,663],{},"0 0 1 * *",[77,665,666],{},"每月 1 号",[62,668,669,674],{},[77,670,671],{},[182,672,673],{},"*/30 * * * *",[77,675,676],{},"每 30 分钟",[62,678,679,684],{},[77,680,681],{},[182,682,683],{},"0 */2 * * *",[77,685,686],{},"每 2 小时",[108,688,689],{"id":689},"事件触发",[205,691,693],{"className":207,"code":692,"language":209,"meta":210,"style":210},"{\n  \"trigger\": {\n    \"type\": \"event\",\n    \"event\": \"message.received\",\n    \"filter\": {\n      \"channel\": \"telegram\",\n      \"contains\": \"urgent\"\n    }\n  }\n}\n",[182,694,695,699,705,716,728,735,746,756,760,764],{"__ignoreMap":210},[214,696,697],{"class":216,"line":217},[214,698,221],{"class":220},[214,700,701,703],{"class":216,"line":224},[214,702,270],{"class":227},[214,704,273],{"class":220},[214,706,707,709,711,714],{"class":216,"line":241},[214,708,279],{"class":227},[214,710,231],{"class":220},[214,712,713],{"class":234},"\"event\"",[214,715,238],{"class":220},[214,717,718,721,723,726],{"class":216,"line":254},[214,719,720],{"class":227},"    \"event\"",[214,722,231],{"class":220},[214,724,725],{"class":234},"\"message.received\"",[214,727,238],{"class":220},[214,729,730,733],{"class":216,"line":267},[214,731,732],{"class":227},"    \"filter\"",[214,734,273],{"class":220},[214,736,737,740,742,744],{"class":216,"line":276},[214,738,739],{"class":227},"      \"channel\"",[214,741,231],{"class":220},[214,743,497],{"class":234},[214,745,238],{"class":220},[214,747,748,751,753],{"class":216,"line":289},[214,749,750],{"class":227},"      \"contains\"",[214,752,231],{"class":220},[214,754,755],{"class":234},"\"urgent\"\n",[214,757,758],{"class":216,"line":300},[214,759,521],{"class":220},[214,761,762],{"class":216,"line":306},[214,763,615],{"class":220},[214,765,766],{"class":216,"line":315},[214,767,533],{"class":220},[108,769,770],{"id":770},"手动触发",[205,772,774],{"className":207,"code":773,"language":209,"meta":210,"style":210},"{\n  \"trigger\": {\n    \"type\": \"manual\"\n  }\n}\n",[182,775,776,780,786,795,799],{"__ignoreMap":210},[214,777,778],{"class":216,"line":217},[214,779,221],{"class":220},[214,781,782,784],{"class":216,"line":224},[214,783,270],{"class":227},[214,785,273],{"class":220},[214,787,788,790,792],{"class":216,"line":241},[214,789,279],{"class":227},[214,791,231],{"class":220},[214,793,794],{"class":234},"\"manual\"\n",[214,796,797],{"class":216,"line":254},[214,798,615],{"class":220},[214,800,801],{"class":216,"line":267},[214,802,533],{"class":220},[108,804,806],{"id":805},"webhook-触发","Webhook 触发",[205,808,810],{"className":207,"code":809,"language":209,"meta":210,"style":210},"{\n  \"trigger\": {\n    \"type\": \"webhook\",\n    \"path\": \"/webhook/custom\",\n    \"method\": \"POST\"\n  }\n}\n",[182,811,812,816,822,833,845,855,859],{"__ignoreMap":210},[214,813,814],{"class":216,"line":217},[214,815,221],{"class":220},[214,817,818,820],{"class":216,"line":224},[214,819,270],{"class":227},[214,821,273],{"class":220},[214,823,824,826,828,831],{"class":216,"line":241},[214,825,279],{"class":227},[214,827,231],{"class":220},[214,829,830],{"class":234},"\"webhook\"",[214,832,238],{"class":220},[214,834,835,838,840,843],{"class":216,"line":254},[214,836,837],{"class":227},"    \"path\"",[214,839,231],{"class":220},[214,841,842],{"class":234},"\"/webhook/custom\"",[214,844,238],{"class":220},[214,846,847,850,852],{"class":216,"line":267},[214,848,849],{"class":227},"    \"method\"",[214,851,231],{"class":220},[214,853,854],{"class":234},"\"POST\"\n",[214,856,857],{"class":216,"line":276},[214,858,615],{"class":220},[214,860,861],{"class":216,"line":289},[214,862,533],{"class":220},[108,864,865],{"id":865},"触发器选择建议",[56,867,868,881],{},[59,869,870],{},[62,871,872,875,878],{},[65,873,874],{},"任务类型",[65,876,877],{},"推荐触发器",[65,879,880],{},"原因",[72,882,883,894,905,916],{},[62,884,885,888,891],{},[77,886,887],{},"固定时间执行",[77,889,890],{},"schedule (cron)",[77,892,893],{},"最确定、最可靠",[62,895,896,899,902],{},[77,897,898],{},"响应外部事件",[77,900,901],{},"event",[77,903,904],{},"实时性最好",[62,906,907,910,913],{},[77,908,909],{},"外部系统调用",[77,911,912],{},"webhook",[77,914,915],{},"集成灵活",[62,917,918,921,924],{},[77,919,920],{},"测试和调试",[77,922,923],{},"manual",[77,925,926],{},"不依赖外部条件",[17,928,929],{"id":929},"步骤类型",[108,931,933],{"id":932},"ai-步骤","AI 步骤",[13,935,936],{},"使用 AI 模型处理内容：",[205,938,940],{"className":207,"code":939,"language":209,"meta":210,"style":210},"{\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",[182,941,942,946,957,968,980,997,1007],{"__ignoreMap":210},[214,943,944],{"class":216,"line":217},[214,945,221],{"class":220},[214,947,948,950,952,955],{"class":216,"line":224},[214,949,228],{"class":227},[214,951,231],{"class":220},[214,953,954],{"class":234},"\"analyze\"",[214,956,238],{"class":220},[214,958,959,962,964,966],{"class":216,"line":241},[214,960,961],{"class":227},"  \"type\"",[214,963,231],{"class":220},[214,965,415],{"class":234},[214,967,238],{"class":220},[214,969,970,973,975,978],{"class":216,"line":254},[214,971,972],{"class":227},"  \"model\"",[214,974,231],{"class":220},[214,976,977],{"class":234},"\"gpt-4\"",[214,979,238],{"class":220},[214,981,982,985,987,990,992,995],{"class":216,"line":267},[214,983,984],{"class":227},"  \"prompt\"",[214,986,231],{"class":220},[214,988,989],{"class":234},"\"分析以下内容的情感倾向：",[214,991,431],{"class":227},[214,993,994],{"class":234},"{{input.text}}\"",[214,996,238],{"class":220},[214,998,999,1002,1004],{"class":216,"line":276},[214,1000,1001],{"class":227},"  \"output\"",[214,1003,231],{"class":220},[214,1005,1006],{"class":234},"\"sentiment\"\n",[214,1008,1009],{"class":216,"line":289},[214,1010,533],{"class":220},[108,1012,1013],{"id":1013},"动作步骤",[13,1015,1016],{},"执行预定义动作：",[205,1018,1020],{"className":207,"code":1019,"language":209,"meta":210,"style":210},"{\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",[182,1021,1022,1026,1037,1047,1059,1066,1078,1090,1100,1104],{"__ignoreMap":210},[214,1023,1024],{"class":216,"line":217},[214,1025,221],{"class":220},[214,1027,1028,1030,1032,1035],{"class":216,"line":224},[214,1029,228],{"class":227},[214,1031,231],{"class":220},[214,1033,1034],{"class":234},"\"send-email\"",[214,1036,238],{"class":220},[214,1038,1039,1041,1043,1045],{"class":216,"line":241},[214,1040,961],{"class":227},[214,1042,231],{"class":220},[214,1044,342],{"class":234},[214,1046,238],{"class":220},[214,1048,1049,1052,1054,1057],{"class":216,"line":254},[214,1050,1051],{"class":227},"  \"action\"",[214,1053,231],{"class":220},[214,1055,1056],{"class":234},"\"sendEmail\"",[214,1058,238],{"class":220},[214,1060,1061,1064],{"class":216,"line":267},[214,1062,1063],{"class":227},"  \"params\"",[214,1065,273],{"class":220},[214,1067,1068,1071,1073,1076],{"class":216,"line":276},[214,1069,1070],{"class":227},"    \"to\"",[214,1072,231],{"class":220},[214,1074,1075],{"class":234},"\"user@example.com\"",[214,1077,238],{"class":220},[214,1079,1080,1083,1085,1088],{"class":216,"line":289},[214,1081,1082],{"class":227},"    \"subject\"",[214,1084,231],{"class":220},[214,1086,1087],{"class":234},"\"每日报告\"",[214,1089,238],{"class":220},[214,1091,1092,1095,1097],{"class":216,"line":300},[214,1093,1094],{"class":227},"    \"body\"",[214,1096,231],{"class":220},[214,1098,1099],{"class":234},"\"{{generate-report.result}}\"\n",[214,1101,1102],{"class":216,"line":306},[214,1103,615],{"class":220},[214,1105,1106],{"class":216,"line":315},[214,1107,533],{"class":220},[108,1109,1110],{"id":1110},"条件步骤",[13,1112,1113],{},"根据条件分支执行：",[205,1115,1117],{"className":207,"code":1116,"language":209,"meta":210,"style":210},"{\n  \"id\": \"check-priority\",\n  \"type\": \"condition\",\n  \"conditions\": [\n    {\n      \"if\": \"{{message.priority}} == 'high'\",\n      \"then\": [\"notify-urgent\"]\n    },\n    {\n      \"if\": \"{{message.priority}} == 'normal'\",\n      \"then\": [\"queue-normal\"]\n    }\n  ],\n  \"default\": [\"queue-low\"]\n}\n",[182,1118,1119,1123,1134,1145,1152,1156,1168,1182,1186,1190,1201,1212,1216,1221,1233],{"__ignoreMap":210},[214,1120,1121],{"class":216,"line":217},[214,1122,221],{"class":220},[214,1124,1125,1127,1129,1132],{"class":216,"line":224},[214,1126,228],{"class":227},[214,1128,231],{"class":220},[214,1130,1131],{"class":234},"\"check-priority\"",[214,1133,238],{"class":220},[214,1135,1136,1138,1140,1143],{"class":216,"line":241},[214,1137,961],{"class":227},[214,1139,231],{"class":220},[214,1141,1142],{"class":234},"\"condition\"",[214,1144,238],{"class":220},[214,1146,1147,1150],{"class":216,"line":254},[214,1148,1149],{"class":227},"  \"conditions\"",[214,1151,312],{"class":220},[214,1153,1154],{"class":216,"line":267},[214,1155,318],{"class":220},[214,1157,1158,1161,1163,1166],{"class":216,"line":276},[214,1159,1160],{"class":227},"      \"if\"",[214,1162,231],{"class":220},[214,1164,1165],{"class":234},"\"{{message.priority}} == 'high'\"",[214,1167,238],{"class":220},[214,1169,1170,1173,1176,1179],{"class":216,"line":289},[214,1171,1172],{"class":227},"      \"then\"",[214,1174,1175],{"class":220},": [",[214,1177,1178],{"class":234},"\"notify-urgent\"",[214,1180,1181],{"class":220},"]\n",[214,1183,1184],{"class":216,"line":300},[214,1185,388],{"class":220},[214,1187,1188],{"class":216,"line":306},[214,1189,318],{"class":220},[214,1191,1192,1194,1196,1199],{"class":216,"line":315},[214,1193,1160],{"class":227},[214,1195,231],{"class":220},[214,1197,1198],{"class":234},"\"{{message.priority}} == 'normal'\"",[214,1200,238],{"class":220},[214,1202,1203,1205,1207,1210],{"class":216,"line":321},[214,1204,1172],{"class":227},[214,1206,1175],{"class":220},[214,1208,1209],{"class":234},"\"queue-normal\"",[214,1211,1181],{"class":220},[214,1213,1214],{"class":216,"line":334},[214,1215,521],{"class":220},[214,1217,1218],{"class":216,"line":347},[214,1219,1220],{"class":220},"  ],\n",[214,1222,1223,1226,1228,1231],{"class":216,"line":360},[214,1224,1225],{"class":227},"  \"default\"",[214,1227,1175],{"class":220},[214,1229,1230],{"class":234},"\"queue-low\"",[214,1232,1181],{"class":220},[214,1234,1235],{"class":216,"line":368},[214,1236,533],{"class":220},[108,1238,1239],{"id":1239},"循环步骤",[13,1241,1242],{},"遍历处理数据：",[205,1244,1246],{"className":207,"code":1245,"language":209,"meta":210,"style":210},"{\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",[182,1247,1248,1252,1263,1274,1286,1292,1296,1307,1317,1328,1334,1344,1348,1352,1356],{"__ignoreMap":210},[214,1249,1250],{"class":216,"line":217},[214,1251,221],{"class":220},[214,1253,1254,1256,1258,1261],{"class":216,"line":224},[214,1255,228],{"class":227},[214,1257,231],{"class":220},[214,1259,1260],{"class":234},"\"process-items\"",[214,1262,238],{"class":220},[214,1264,1265,1267,1269,1272],{"class":216,"line":241},[214,1266,961],{"class":227},[214,1268,231],{"class":220},[214,1270,1271],{"class":234},"\"loop\"",[214,1273,238],{"class":220},[214,1275,1276,1279,1281,1284],{"class":216,"line":254},[214,1277,1278],{"class":227},"  \"over\"",[214,1280,231],{"class":220},[214,1282,1283],{"class":234},"\"{{data.items}}\"",[214,1285,238],{"class":220},[214,1287,1288,1290],{"class":216,"line":267},[214,1289,309],{"class":227},[214,1291,312],{"class":220},[214,1293,1294],{"class":216,"line":276},[214,1295,318],{"class":220},[214,1297,1298,1300,1302,1305],{"class":216,"line":289},[214,1299,324],{"class":227},[214,1301,231],{"class":220},[214,1303,1304],{"class":234},"\"process-item\"",[214,1306,238],{"class":220},[214,1308,1309,1311,1313,1315],{"class":216,"line":300},[214,1310,337],{"class":227},[214,1312,231],{"class":220},[214,1314,342],{"class":234},[214,1316,238],{"class":220},[214,1318,1319,1321,1323,1326],{"class":216,"line":306},[214,1320,350],{"class":227},[214,1322,231],{"class":220},[214,1324,1325],{"class":234},"\"processItem\"",[214,1327,238],{"class":220},[214,1329,1330,1332],{"class":216,"line":315},[214,1331,363],{"class":227},[214,1333,273],{"class":220},[214,1335,1336,1339,1341],{"class":216,"line":321},[214,1337,1338],{"class":227},"        \"item\"",[214,1340,231],{"class":220},[214,1342,1343],{"class":234},"\"{{loop.current}}\"\n",[214,1345,1346],{"class":216,"line":334},[214,1347,382],{"class":220},[214,1349,1350],{"class":216,"line":347},[214,1351,521],{"class":220},[214,1353,1354],{"class":216,"line":360},[214,1355,527],{"class":220},[214,1357,1358],{"class":216,"line":368},[214,1359,533],{"class":220},[108,1361,1362],{"id":1362},"步骤编排原则",[13,1364,1365],{},"组合多个步骤时，注意这些原则：",[24,1367,1368,1374,1380,1386],{},[27,1369,1370,1373],{},[30,1371,1372],{},"线性优先","：能用直线步骤完成的，不要引入分支",[27,1375,1376,1379],{},[30,1377,1378],{},"渐进复杂","：从 2-3 步的简单工作流开始，积累经验后再增加条件分支",[27,1381,1382,1385],{},[30,1383,1384],{},"单一出口","：每个工作流应该只有少数几个明确的结果输出点",[27,1387,1388,1391],{},[30,1389,1390],{},"变量一致","：步骤间的变量命名保持统一风格，方便追踪数据流",[17,1393,1394],{"id":1394},"实用工作流示例",[108,1396,1397],{"id":1397},"自动回复工作流",[205,1399,1401],{"className":207,"code":1400,"language":209,"meta":210,"style":210},"{\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",[182,1402,1403,1407,1418,1429,1435,1445,1455,1461,1480,1484,1488,1494,1498,1509,1519,1539,1543,1547,1558,1568,1575,1580,1592,1604,1609,1614,1626,1630,1634,1644,1654,1664,1670,1681,1691,1696,1701,1706,1717,1728,1739,1746,1757,1767,1772,1777,1782],{"__ignoreMap":210},[214,1404,1405],{"class":216,"line":217},[214,1406,221],{"class":220},[214,1408,1409,1411,1413,1416],{"class":216,"line":224},[214,1410,228],{"class":227},[214,1412,231],{"class":220},[214,1414,1415],{"class":234},"\"auto-reply\"",[214,1417,238],{"class":220},[214,1419,1420,1422,1424,1427],{"class":216,"line":241},[214,1421,244],{"class":227},[214,1423,231],{"class":220},[214,1425,1426],{"class":234},"\"智能自动回复\"",[214,1428,238],{"class":220},[214,1430,1431,1433],{"class":216,"line":254},[214,1432,270],{"class":227},[214,1434,273],{"class":220},[214,1436,1437,1439,1441,1443],{"class":216,"line":267},[214,1438,279],{"class":227},[214,1440,231],{"class":220},[214,1442,713],{"class":234},[214,1444,238],{"class":220},[214,1446,1447,1449,1451,1453],{"class":216,"line":276},[214,1448,720],{"class":227},[214,1450,231],{"class":220},[214,1452,725],{"class":234},[214,1454,238],{"class":220},[214,1456,1457,1459],{"class":216,"line":289},[214,1458,732],{"class":227},[214,1460,273],{"class":220},[214,1462,1463,1466,1469,1472,1474,1477],{"class":216,"line":300},[214,1464,1465],{"class":227},"      \"hours\"",[214,1467,1468],{"class":220},": { ",[214,1470,1471],{"class":227},"\"outside\"",[214,1473,231],{"class":220},[214,1475,1476],{"class":234},"\"9-18\"",[214,1478,1479],{"class":220}," }\n",[214,1481,1482],{"class":216,"line":306},[214,1483,521],{"class":220},[214,1485,1486],{"class":216,"line":315},[214,1487,303],{"class":220},[214,1489,1490,1492],{"class":216,"line":321},[214,1491,309],{"class":227},[214,1493,312],{"class":220},[214,1495,1496],{"class":216,"line":334},[214,1497,318],{"class":220},[214,1499,1500,1502,1504,1507],{"class":216,"line":347},[214,1501,324],{"class":227},[214,1503,231],{"class":220},[214,1505,1506],{"class":234},"\"classify\"",[214,1508,238],{"class":220},[214,1510,1511,1513,1515,1517],{"class":216,"line":360},[214,1512,337],{"class":227},[214,1514,231],{"class":220},[214,1516,415],{"class":234},[214,1518,238],{"class":220},[214,1520,1521,1523,1525,1528,1530,1533,1536],{"class":216,"line":368},[214,1522,423],{"class":227},[214,1524,231],{"class":220},[214,1526,1527],{"class":234},"\"判断这条消息是否需要立即回复：",[214,1529,431],{"class":227},[214,1531,1532],{"class":234},"{{message.text}}",[214,1534,1535],{"class":227},"\\n\\n",[214,1537,1538],{"class":234},"回复 yes 或 no\"\n",[214,1540,1541],{"class":216,"line":379},[214,1542,388],{"class":220},[214,1544,1545],{"class":216,"line":385},[214,1546,318],{"class":220},[214,1548,1549,1551,1553,1556],{"class":216,"line":391},[214,1550,324],{"class":227},[214,1552,231],{"class":220},[214,1554,1555],{"class":234},"\"check-urgent\"",[214,1557,238],{"class":220},[214,1559,1560,1562,1564,1566],{"class":216,"line":396},[214,1561,337],{"class":227},[214,1563,231],{"class":220},[214,1565,1142],{"class":234},[214,1567,238],{"class":220},[214,1569,1570,1573],{"class":216,"line":408},[214,1571,1572],{"class":227},"      \"conditions\"",[214,1574,312],{"class":220},[214,1576,1577],{"class":216,"line":420},[214,1578,1579],{"class":220},"        {\n",[214,1581,1582,1585,1587,1590],{"class":216,"line":437},[214,1583,1584],{"class":227},"          \"if\"",[214,1586,231],{"class":220},[214,1588,1589],{"class":234},"\"{{classify.result}} == 'yes'\"",[214,1591,238],{"class":220},[214,1593,1594,1597,1599,1602],{"class":216,"line":442},[214,1595,1596],{"class":227},"          \"then\"",[214,1598,1175],{"class":220},[214,1600,1601],{"class":234},"\"reply-urgent\"",[214,1603,1181],{"class":220},[214,1605,1606],{"class":216,"line":447},[214,1607,1608],{"class":220},"        }\n",[214,1610,1611],{"class":216,"line":459},[214,1612,1613],{"class":220},"      ],\n",[214,1615,1616,1619,1621,1624],{"class":216,"line":470},[214,1617,1618],{"class":227},"      \"default\"",[214,1620,1175],{"class":220},[214,1622,1623],{"class":234},"\"reply-later\"",[214,1625,1181],{"class":220},[214,1627,1628],{"class":216,"line":482},[214,1629,388],{"class":220},[214,1631,1632],{"class":216,"line":489},[214,1633,318],{"class":220},[214,1635,1636,1638,1640,1642],{"class":216,"line":502},[214,1637,324],{"class":227},[214,1639,231],{"class":220},[214,1641,1601],{"class":234},[214,1643,238],{"class":220},[214,1645,1646,1648,1650,1652],{"class":216,"line":513},[214,1647,337],{"class":227},[214,1649,231],{"class":220},[214,1651,342],{"class":234},[214,1653,238],{"class":220},[214,1655,1656,1658,1660,1662],{"class":216,"line":518},[214,1657,350],{"class":227},[214,1659,231],{"class":220},[214,1661,477],{"class":234},[214,1663,238],{"class":220},[214,1665,1666,1668],{"class":216,"line":524},[214,1667,363],{"class":227},[214,1669,273],{"class":220},[214,1671,1672,1674,1676,1679],{"class":216,"line":530},[214,1673,492],{"class":227},[214,1675,231],{"class":220},[214,1677,1678],{"class":234},"\"{{message.channel}}\"",[214,1680,238],{"class":220},[214,1682,1684,1686,1688],{"class":216,"line":1683},34,[214,1685,505],{"class":227},[214,1687,231],{"class":220},[214,1689,1690],{"class":234},"\"收到您的消息，我会尽快处理。\"\n",[214,1692,1694],{"class":216,"line":1693},35,[214,1695,382],{"class":220},[214,1697,1699],{"class":216,"line":1698},36,[214,1700,388],{"class":220},[214,1702,1704],{"class":216,"line":1703},37,[214,1705,318],{"class":220},[214,1707,1709,1711,1713,1715],{"class":216,"line":1708},38,[214,1710,324],{"class":227},[214,1712,231],{"class":220},[214,1714,1623],{"class":234},[214,1716,238],{"class":220},[214,1718,1720,1722,1724,1726],{"class":216,"line":1719},39,[214,1721,337],{"class":227},[214,1723,231],{"class":220},[214,1725,342],{"class":234},[214,1727,238],{"class":220},[214,1729,1731,1733,1735,1737],{"class":216,"line":1730},40,[214,1732,350],{"class":227},[214,1734,231],{"class":220},[214,1736,477],{"class":234},[214,1738,238],{"class":220},[214,1740,1742,1744],{"class":216,"line":1741},41,[214,1743,363],{"class":227},[214,1745,273],{"class":220},[214,1747,1749,1751,1753,1755],{"class":216,"line":1748},42,[214,1750,492],{"class":227},[214,1752,231],{"class":220},[214,1754,1678],{"class":234},[214,1756,238],{"class":220},[214,1758,1760,1762,1764],{"class":216,"line":1759},43,[214,1761,505],{"class":227},[214,1763,231],{"class":220},[214,1765,1766],{"class":234},"\"感谢您的消息，我会在工作时间回复您。\"\n",[214,1768,1770],{"class":216,"line":1769},44,[214,1771,382],{"class":220},[214,1773,1775],{"class":216,"line":1774},45,[214,1776,521],{"class":220},[214,1778,1780],{"class":216,"line":1779},46,[214,1781,527],{"class":220},[214,1783,1785],{"class":216,"line":1784},47,[214,1786,533],{"class":220},[108,1788,1789],{"id":1789},"数据收集工作流",[205,1791,1793],{"className":207,"code":1792,"language":209,"meta":210,"style":210},"{\n 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{{fetch-price.result.price}}\"\n",[214,2427,2428],{"class":216,"line":1730},[214,2429,382],{"class":220},[214,2431,2432],{"class":216,"line":1741},[214,2433,388],{"class":220},[214,2435,2436],{"class":216,"line":1748},[214,2437,318],{"class":220},[214,2439,2440,2442,2444,2446],{"class":216,"line":1759},[214,2441,324],{"class":227},[214,2443,231],{"class":220},[214,2445,2341],{"class":234},[214,2447,238],{"class":220},[214,2449,2450,2452,2454,2456],{"class":216,"line":1769},[214,2451,337],{"class":227},[214,2453,231],{"class":220},[214,2455,342],{"class":234},[214,2457,238],{"class":220},[214,2459,2460,2462,2464,2466],{"class":216,"line":1774},[214,2461,350],{"class":227},[214,2463,231],{"class":220},[214,2465,477],{"class":234},[214,2467,238],{"class":220},[214,2469,2470,2472],{"class":216,"line":1779},[214,2471,363],{"class":227},[214,2473,273],{"class":220},[214,2475,2476,2478,2480,2482],{"class":216,"line":1784},[214,2477,492],{"class":227},[214,2479,231],{"class":220},[214,2481,497],{"class":234},[214,2483,238],{"class":220},[214,2485,2487,2489,2491],{"class":216,"line":2486},48,[214,2488,505],{"class":227},[214,2490,231],{"class":220},[214,2492,2493],{"class":234},"\"价格高于阈值：当前 {{fetch-price.result.price}}\"\n",[214,2495,2497],{"class":216,"line":2496},49,[214,2498,382],{"class":220},[214,2500,2502],{"class":216,"line":2501},50,[214,2503,388],{"class":220},[214,2505,2507],{"class":216,"line":2506},51,[214,2508,318],{"class":220},[214,2510,2512,2514,2516,2518],{"class":216,"line":2511},52,[214,2513,324],{"class":227},[214,2515,231],{"class":220},[214,2517,2360],{"class":234},[214,2519,238],{"class":220},[214,2521,2523,2525,2527,2529],{"class":216,"line":2522},53,[214,2524,337],{"class":227},[214,2526,231],{"class":220},[214,2528,342],{"class":234},[214,2530,238],{"class":220},[214,2532,2534,2536,2538,2540],{"class":216,"line":2533},54,[214,2535,350],{"class":227},[214,2537,231],{"class":220},[214,2539,2004],{"class":234},[214,2541,238],{"class":220},[214,2543,2545,2547],{"class":216,"line":2544},55,[214,2546,363],{"class":227},[214,2548,273],{"class":220},[214,2550,2552,2554,2556,2559],{"class":216,"line":2551},56,[214,2553,2017],{"class":227},[214,2555,231],{"class":220},[214,2557,2558],{"class":234},"\"/logs/price-{{date}}.log\"",[214,2560,238],{"class":220},[214,2562,2564,2566,2568],{"class":216,"line":2563},57,[214,2565,2029],{"class":227},[214,2567,231],{"class":220},[214,2569,2570],{"class":234},"\"正常价格：{{fetch-price.result.price}}\"\n",[214,2572,2574],{"class":216,"line":2573},58,[214,2575,382],{"class":220},[214,2577,2579],{"class":216,"line":2578},59,[214,2580,521],{"class":220},[214,2582,2584],{"class":216,"line":2583},60,[214,2585,1220],{"class":220},[214,2587,2589,2592],{"class":216,"line":2588},61,[214,2590,2591],{"class":227},"  \"variables\"",[214,2593,273],{"class":220},[214,2595,2597,2600],{"class":216,"line":2596},62,[214,2598,2599],{"class":227},"    \"threshold\"",[214,2601,273],{"class":220},[214,2603,2605,2608,2610,2613],{"class":216,"line":2604},63,[214,2606,2607],{"class":227},"      \"min\"",[214,2609,231],{"class":220},[214,2611,2612],{"class":227},"80",[214,2614,238],{"class":220},[214,2616,2618,2621,2623],{"class":216,"line":2617},64,[214,2619,2620],{"class":227},"      \"max\"",[214,2622,231],{"class":220},[214,2624,2625],{"class":227},"120\n",[214,2627,2629],{"class":216,"line":2628},65,[214,2630,521],{"class":220},[214,2632,2634],{"class":216,"line":2633},66,[214,2635,615],{"class":220},[214,2637,2639],{"class":216,"line":2638},67,[214,2640,533],{"class":220},[17,2642,2643],{"id":2643},"管理工作流",[108,2645,2646],{"id":2646},"查看工作流",[205,2648,2652],{"className":2649,"code":2650,"language":2651,"meta":210,"style":210},"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",[182,2653,2654,2660,2672,2678,2683,2695,2699,2704],{"__ignoreMap":210},[214,2655,2656],{"class":216,"line":217},[214,2657,2659],{"class":2658},"sJ8bj","# 列出所有工作流\n",[214,2661,2662,2666,2669],{"class":216,"line":224},[214,2663,2665],{"class":2664},"sScJk","openclaw",[214,2667,2668],{"class":234}," workflows",[214,2670,2671],{"class":234}," list\n",[214,2673,2674],{"class":216,"line":241},[214,2675,2677],{"emptyLinePlaceholder":2676},true,"\n",[214,2679,2680],{"class":216,"line":254},[214,2681,2682],{"class":2658},"# 查看工作流详情\n",[214,2684,2685,2687,2689,2692],{"class":216,"line":267},[214,2686,2665],{"class":2664},[214,2688,2668],{"class":234},[214,2690,2691],{"class":234}," show",[214,2693,2694],{"class":234}," daily-summary\n",[214,2696,2697],{"class":216,"line":276},[214,2698,2677],{"emptyLinePlaceholder":2676},[214,2700,2701],{"class":216,"line":289},[214,2702,2703],{"class":2658},"# 查看执行历史\n",[214,2705,2706,2708,2710,2713],{"class":216,"line":300},[214,2707,2665],{"class":2664},[214,2709,2668],{"class":234},[214,2711,2712],{"class":234}," history",[214,2714,2694],{"class":234},[108,2716,2717],{"id":2717},"手动执行",[205,2719,2721],{"className":2649,"code":2720,"language":2651,"meta":210,"style":210},"# 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",[182,2722,2723,2728,2739,2743,2748],{"__ignoreMap":210},[214,2724,2725],{"class":216,"line":217},[214,2726,2727],{"class":2658},"# 立即执行工作流\n",[214,2729,2730,2732,2734,2737],{"class":216,"line":224},[214,2731,2665],{"class":2664},[214,2733,2668],{"class":234},[214,2735,2736],{"class":234}," run",[214,2738,2694],{"class":234},[214,2740,2741],{"class":216,"line":241},[214,2742,2677],{"emptyLinePlaceholder":2676},[214,2744,2745],{"class":216,"line":254},[214,2746,2747],{"class":2658},"# 带参数执行\n",[214,2749,2750,2752,2754,2756,2759,2762],{"class":216,"line":267},[214,2751,2665],{"class":2664},[214,2753,2668],{"class":234},[214,2755,2736],{"class":234},[214,2757,2758],{"class":234}," daily-summary",[214,2760,2761],{"class":227}," --param",[214,2763,2764],{"class":234}," date=2026-03-12\n",[108,2766,2768],{"id":2767},"启用禁用","启用/禁用",[205,2770,2772],{"className":2649,"code":2771,"language":2651,"meta":210,"style":210},"# 禁用工作流\nopenclaw workflows disable daily-summary\n\n# 启用工作流\nopenclaw workflows enable daily-summary\n",[182,2773,2774,2779,2790,2794,2799],{"__ignoreMap":210},[214,2775,2776],{"class":216,"line":217},[214,2777,2778],{"class":2658},"# 禁用工作流\n",[214,2780,2781,2783,2785,2788],{"class":216,"line":224},[214,2782,2665],{"class":2664},[214,2784,2668],{"class":234},[214,2786,2787],{"class":234}," disable",[214,2789,2694],{"class":234},[214,2791,2792],{"class":216,"line":241},[214,2793,2677],{"emptyLinePlaceholder":2676},[214,2795,2796],{"class":216,"line":254},[214,2797,2798],{"class":2658},"# 启用工作流\n",[214,2800,2801,2803,2805,2808],{"class":216,"line":267},[214,2802,2665],{"class":2664},[214,2804,2668],{"class":234},[214,2806,2807],{"class":234}," enable",[214,2809,2694],{"class":234},[17,2811,2812],{"id":2812},"调试工作流",[108,2814,2815],{"id":2815},"测试模式",[205,2817,2819],{"className":2649,"code":2818,"language":2651,"meta":210,"style":210},"# 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",[182,2820,2821,2826,2840,2844,2849],{"__ignoreMap":210},[214,2822,2823],{"class":216,"line":217},[214,2824,2825],{"class":2658},"# 测试运行（不执行实际动作）\n",[214,2827,2828,2830,2832,2835,2837],{"class":216,"line":224},[214,2829,2665],{"class":2664},[214,2831,2668],{"class":234},[214,2833,2834],{"class":234}," test",[214,2836,2758],{"class":234},[214,2838,2839],{"class":227}," --dry-run\n",[214,2841,2842],{"class":216,"line":241},[214,2843,2677],{"emptyLinePlaceholder":2676},[214,2845,2846],{"class":216,"line":254},[214,2847,2848],{"class":2658},"# 查看详细日志\n",[214,2850,2851,2853,2855,2857,2859],{"class":216,"line":267},[214,2852,2665],{"class":2664},[214,2854,2668],{"class":234},[214,2856,2834],{"class":234},[214,2858,2758],{"class":234},[214,2860,2861],{"class":227}," --verbose\n",[108,2863,2864],{"id":2864},"日志查看",[205,2866,2868],{"className":2649,"code":2867,"language":2651,"meta":210,"style":210},"# 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",[182,2869,2870,2875,2886,2890,2895],{"__ignoreMap":210},[214,2871,2872],{"class":216,"line":217},[214,2873,2874],{"class":2658},"# 查看工作流日志\n",[214,2876,2877,2879,2881,2884],{"class":216,"line":224},[214,2878,2665],{"class":2664},[214,2880,2668],{"class":234},[214,2882,2883],{"class":234}," logs",[214,2885,2694],{"class":234},[214,2887,2888],{"class":216,"line":241},[214,2889,2677],{"emptyLinePlaceholder":2676},[214,2891,2892],{"class":216,"line":254},[214,2893,2894],{"class":2658},"# 实时监控\n",[214,2896,2897,2899,2901,2903,2905],{"class":216,"line":267},[214,2898,2665],{"class":2664},[214,2900,2668],{"class":234},[214,2902,2883],{"class":234},[214,2904,2758],{"class":234},[214,2906,2907],{"class":227}," --follow\n",[108,2909,2910],{"id":2910},"调试策略",[13,2912,2913],{},"工作流出问题时，按这个顺序排查：",[176,2915,2916,2926,2932,2938,2944],{},[27,2917,2918,2921,2922,2925],{},[30,2919,2920],{},"检查工作流是否已启用"," — ",[182,2923,2924],{},"openclaw workflows list"," 查看状态",[27,2927,2928,2931],{},[30,2929,2930],{},"用 dry-run 模式运行"," — 不执行实际动作，验证逻辑",[27,2933,2934,2937],{},[30,2935,2936],{},"查看执行历史"," — 最近一次执行失败在了哪一步",[27,2939,2940,2943],{},[30,2941,2942],{},"查看详细日志"," — 失败的步骤返回了什么错误信息",[27,2945,2946,2949],{},[30,2947,2948],{},"在 sandbox 中测试步骤"," — 单独执行有问题的动作，确认参数和依赖正常",[17,2951,2952],{"id":2952},"最佳实践",[108,2954,2956],{"id":2955},"_1-保持简单","1. 保持简单",[13,2958,2959],{},"每个工作流专注于单一目标，避免过于复杂的逻辑。",[108,2961,2963],{"id":2962},"_2-添加错误处理","2. 添加错误处理",[205,2965,2967],{"className":207,"code":2966,"language":209,"meta":210,"style":210},"{\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",[182,2968,2969,2973,2979,2983,2994,3004,3015,3022,3034,3044,3048,3052,3056],{"__ignoreMap":210},[214,2970,2971],{"class":216,"line":217},[214,2972,221],{"class":220},[214,2974,2975,2977],{"class":216,"line":224},[214,2976,309],{"class":227},[214,2978,312],{"class":220},[214,2980,2981],{"class":216,"line":241},[214,2982,318],{"class":220},[214,2984,2985,2987,2989,2992],{"class":216,"line":254},[214,2986,324],{"class":227},[214,2988,231],{"class":220},[214,2990,2991],{"class":234},"\"risky-action\"",[214,2993,238],{"class":220},[214,2995,2996,2998,3000,3002],{"class":216,"line":267},[214,2997,337],{"class":227},[214,2999,231],{"class":220},[214,3001,342],{"class":234},[214,3003,238],{"class":220},[214,3005,3006,3008,3010,3013],{"class":216,"line":276},[214,3007,350],{"class":227},[214,3009,231],{"class":220},[214,3011,3012],{"class":234},"\"externalApi\"",[214,3014,238],{"class":220},[214,3016,3017,3020],{"class":216,"line":289},[214,3018,3019],{"class":227},"      \"onError\"",[214,3021,273],{"class":220},[214,3023,3024,3027,3029,3032],{"class":216,"line":300},[214,3025,3026],{"class":227},"        \"retry\"",[214,3028,231],{"class":220},[214,3030,3031],{"class":227},"3",[214,3033,238],{"class":220},[214,3035,3036,3039,3041],{"class":216,"line":306},[214,3037,3038],{"class":227},"        \"fallback\"",[214,3040,231],{"class":220},[214,3042,3043],{"class":234},"\"notify-error\"\n",[214,3045,3046],{"class":216,"line":315},[214,3047,382],{"class":220},[214,3049,3050],{"class":216,"line":321},[214,3051,521],{"class":220},[214,3053,3054],{"class":216,"line":334},[214,3055,527],{"class":220},[214,3057,3058],{"class":216,"line":347},[214,3059,533],{"class":220},[108,3061,3063],{"id":3062},"_3-使用变量","3. 使用变量",[205,3065,3067],{"className":207,"code":3066,"language":209,"meta":210,"style":210},"{\n  \"variables\": {\n    \"reportPath\": \"/reports/{{date}}\",\n    \"recipients\": [\"user1@example.com\", \"user2@example.com\"]\n  }\n}\n",[182,3068,3069,3073,3079,3091,3109,3113],{"__ignoreMap":210},[214,3070,3071],{"class":216,"line":217},[214,3072,221],{"class":220},[214,3074,3075,3077],{"class":216,"line":224},[214,3076,2591],{"class":227},[214,3078,273],{"class":220},[214,3080,3081,3084,3086,3089],{"class":216,"line":241},[214,3082,3083],{"class":227},"    \"reportPath\"",[214,3085,231],{"class":220},[214,3087,3088],{"class":234},"\"/reports/{{date}}\"",[214,3090,238],{"class":220},[214,3092,3093,3096,3098,3101,3104,3107],{"class":216,"line":254},[214,3094,3095],{"class":227},"    \"recipients\"",[214,3097,1175],{"class":220},[214,3099,3100],{"class":234},"\"user1@example.com\"",[214,3102,3103],{"class":220},", ",[214,3105,3106],{"class":234},"\"user2@example.com\"",[214,3108,1181],{"class":220},[214,3110,3111],{"class":216,"line":267},[214,3112,615],{"class":220},[214,3114,3115],{"class":216,"line":276},[214,3116,533],{"class":220},[108,3118,3120],{"id":3119},"_4-记录执行","4. 记录执行",[205,3122,3124],{"className":207,"code":3123,"language":209,"meta":210,"style":210},"{\n  \"logging\": {\n    \"enabled\": true,\n    \"level\": \"info\",\n    \"includeSteps\": true\n  }\n}\n",[182,3125,3126,3130,3137,3149,3161,3171,3175],{"__ignoreMap":210},[214,3127,3128],{"class":216,"line":217},[214,3129,221],{"class":220},[214,3131,3132,3135],{"class":216,"line":224},[214,3133,3134],{"class":227},"  \"logging\"",[214,3136,273],{"class":220},[214,3138,3139,3142,3144,3147],{"class":216,"line":241},[214,3140,3141],{"class":227},"    \"enabled\"",[214,3143,231],{"class":220},[214,3145,3146],{"class":227},"true",[214,3148,238],{"class":220},[214,3150,3151,3154,3156,3159],{"class":216,"line":254},[214,3152,3153],{"class":227},"    \"level\"",[214,3155,231],{"class":220},[214,3157,3158],{"class":234},"\"info\"",[214,3160,238],{"class":220},[214,3162,3163,3166,3168],{"class":216,"line":267},[214,3164,3165],{"class":227},"    \"includeSteps\"",[214,3167,231],{"class":220},[214,3169,3170],{"class":227},"true\n",[214,3172,3173],{"class":216,"line":276},[214,3174,615],{"class":220},[214,3176,3177],{"class":216,"line":289},[214,3178,533],{"class":220},[108,3180,3182],{"id":3181},"_5-幂等设计","5. 幂等设计",[13,3184,3185],{},"工作流应该是幂等的——多次执行同一工作流不应产生重复或冲突的结果。设计时注意：",[24,3187,3188,3191,3194],{},[27,3189,3190],{},"定时任务执行前，先检查上一次的结果是否已经处理完成",[27,3192,3193],{},"数据写入操作使用\"检查是否存在\"前置条件",[27,3195,3196],{},"消息推送使用去重标识",[108,3198,3200],{"id":3199},"_6-从简单开始逐步复杂化","6. 从简单开始逐步复杂化",[13,3202,3203],{},"创建第一个工作流时，建议的复杂度演进路径：",[176,3205,3206,3212,3218,3224,3230],{},[27,3207,3208,3211],{},[30,3209,3210],{},"2 步线性工作流","：一个动作 + 一个结果输出",[27,3213,3214,3217],{},[30,3215,3216],{},"3-4 步线性工作流","：获取数据 + 处理 + 保存 + 通知",[27,3219,3220,3223],{},[30,3221,3222],{},"带条件分支","：在处理步骤后添加条件判断",[27,3225,3226,3229],{},[30,3227,3228],{},"带循环步骤","：处理列表数据",[27,3231,3232,3235],{},[30,3233,3234],{},"多工作流协作","：一个工作流触发另一个工作流",[13,3237,3238],{},"不要在第一个工作流中就把所有功能都用上。",[17,3240,3241],{"id":3241},"工作流反模式",[56,3243,3244,3257],{},[59,3245,3246],{},[62,3247,3248,3251,3254],{},[65,3249,3250],{},"反模式",[65,3252,3253],{},"问题",[65,3255,3256],{},"正确做法",[72,3258,3259,3270,3281,3292,3303,3314,3325],{},[62,3260,3261,3264,3267],{},[77,3262,3263],{},"一个工作流做所有事",[77,3265,3266],{},"排查困难、失败影响面大",[77,3268,3269],{},"每个工作流只做一件事",[62,3271,3272,3275,3278],{},[77,3273,3274],{},"不设错误处理",[77,3276,3277],{},"一步失败整个工作流中断",[77,3279,3280],{},"为关键步骤加 retry 和 fallback",[62,3282,3283,3286,3289],{},[77,3284,3285],{},"硬编码敏感信息",[77,3287,3288],{},"凭据泄露风险",[77,3290,3291],{},"使用环境变量或 secrets 管理",[62,3293,3294,3297,3300],{},[77,3295,3296],{},"忽略执行频率限制",[77,3298,3299],{},"API 限流或系统过载",[77,3301,3302],{},"评估外部服务的调用限制",[62,3304,3305,3308,3311],{},[77,3306,3307],{},"没有日志记录",[77,3309,3310],{},"出问题时无法回溯",[77,3312,3313],{},"开启日志记录和关键步骤输出",[62,3315,3316,3319,3322],{},[77,3317,3318],{},"条件分支太深",[77,3320,3321],{},"工作流逻辑难以理解和维护",[77,3323,3324],{},"拆分为多个工作流或简化条件",[62,3326,3327,3330,3333],{},[77,3328,3329],{},"过度依赖 AI 步骤",[77,3331,3332],{},"结果不稳定、成本不可控",[77,3334,3335],{},"能用 action 完成的不用 AI",[108,3337,3339],{"id":3338},"反模式示例一个工作流试图做所有事","反模式示例：一个工作流试图做所有事",[205,3341,3343],{"className":207,"code":3342,"language":209,"meta":210,"style":210},"{\n  \"id\": \"do-everything\",\n  \"name\": \"万能工作流\",\n  \"steps\": [\"fetch-data\", \"process\", \"analyze\", \"save\", \"email\", \"notify\", \"backup\", \"cleanup\", \"report\"]\n}\n",[182,3344,3345,3349,3360,3371,3420],{"__ignoreMap":210},[214,3346,3347],{"class":216,"line":217},[214,3348,221],{"class":220},[214,3350,3351,3353,3355,3358],{"class":216,"line":224},[214,3352,228],{"class":227},[214,3354,231],{"class":220},[214,3356,3357],{"class":234},"\"do-everything\"",[214,3359,238],{"class":220},[214,3361,3362,3364,3366,3369],{"class":216,"line":241},[214,3363,244],{"class":227},[214,3365,231],{"class":220},[214,3367,3368],{"class":234},"\"万能工作流\"",[214,3370,238],{"class":220},[214,3372,3373,3375,3377,3380,3382,3385,3387,3389,3391,3394,3396,3399,3401,3403,3405,3408,3410,3413,3415,3418],{"class":216,"line":254},[214,3374,309],{"class":227},[214,3376,1175],{"class":220},[214,3378,3379],{"class":234},"\"fetch-data\"",[214,3381,3103],{"class":220},[214,3383,3384],{"class":234},"\"process\"",[214,3386,3103],{"class":220},[214,3388,954],{"class":234},[214,3390,3103],{"class":220},[214,3392,3393],{"class":234},"\"save\"",[214,3395,3103],{"class":220},[214,3397,3398],{"class":234},"\"email\"",[214,3400,3103],{"class":220},[214,3402,2055],{"class":234},[214,3404,3103],{"class":220},[214,3406,3407],{"class":234},"\"backup\"",[214,3409,3103],{"class":220},[214,3411,3412],{"class":234},"\"cleanup\"",[214,3414,3103],{"class":220},[214,3416,3417],{"class":234},"\"report\"",[214,3419,1181],{"class":220},[214,3421,3422],{"class":216,"line":267},[214,3423,533],{"class":220},[13,3425,3426],{},"这个工作流的问题：任何一个步骤失败都会阻塞后续所有步骤，难以定位问题，改动一个步骤影响全局。应拆分为多个独立工作流。",[17,3428,3429],{"id":3429},"工作流测试策略",[108,3431,3432],{"id":3432},"测试金字塔",[205,3434,3439],{"className":3435,"code":3437,"language":3438},[3436],"language-text","     /\\\n    /  \\        手动验证（生产环境观察）\n   /    \\\n  /      \\      dry-run 测试（逻辑验证）\n /________\\\n   单元测试（独立测试每个步骤）\n","text",[182,3440,3437],{"__ignoreMap":210},[108,3442,3443],{"id":3443},"测试步骤",[176,3445,3446,3452,3458,3464,3470],{},[27,3447,3448,3451],{},[30,3449,3450],{},"单独测试每个步骤","：确认各动作和 AI 步骤能独立运行",[27,3453,3454,3457],{},[30,3455,3456],{},"dry-run 验证流程","：确认步骤间的数据传递正确",[27,3459,3460,3463],{},[30,3461,3462],{},"手动触发完整执行","：在实际环境中运行一次，观察每个步骤的输出",[27,3465,3466,3469],{},[30,3467,3468],{},"异常场景测试","：故意让某一步骤失败，检查错误处理是否生效",[27,3471,3472,3475],{},[30,3473,3474],{},"持续观察","：工作流上线后，至少观察前 3 次执行是否稳定",[17,3477,3478],{"id":3478},"生产化注意事项",[13,3480,3481],{},"当工作流准备投入生产环境时，额外注意这些：",[24,3483,3484,3490,3496,3502,3508,3514],{},[27,3485,3486,3489],{},[30,3487,3488],{},"执行时间窗口","：定时触发器考虑时区设置，避免在系统维护窗口执行",[27,3491,3492,3495],{},[30,3493,3494],{},"并发限制","：如果工作流可能被频繁触发，设置并发执行限制",[27,3497,3498,3501],{},[30,3499,3500],{},"资源清理","：定期清理工作流的临时文件和中间结果",[27,3503,3504,3507],{},[30,3505,3506],{},"监控告警","：工作流连续失败时应通过消息渠道通知管理员",[27,3509,3510,3513],{},[30,3511,3512],{},"版本管理","：重要工作流变更前先备份当前配置",[27,3515,3516,3519],{},[30,3517,3518],{},"回滚方案","：新版本工作流出问题时，能快速切回旧版本",[17,3521,3522],{"id":3522},"工作流设计检查清单",[13,3524,3525],{},"在创建或修改任何工作流之前，逐条确认：",[24,3527,3530,3539,3545,3551,3557,3563,3569],{"className":3528},[3529],"contains-task-list",[27,3531,3534,3538],{"className":3532},[3533],"task-list-item",[3535,3536],"input",{"disabled":2676,"type":3537},"checkbox"," 工作流的职责是否聚焦在一件事上",[27,3540,3542,3544],{"className":3541},[3533],[3535,3543],{"disabled":2676,"type":3537}," 关键步骤是否有错误处理和重试机制",[27,3546,3548,3550],{"className":3547},[3533],[3535,3549],{"disabled":2676,"type":3537}," 敏感信息是否通过环境变量注入",[27,3552,3554,3556],{"className":3553},[3533],[3535,3555],{"disabled":2676,"type":3537}," 日志是否已开启，级别是否合适",[27,3558,3560,3562],{"className":3559},[3533],[3535,3561],{"disabled":2676,"type":3537}," 是否已经用 dry-run 验证过流程逻辑",[27,3564,3566,3568],{"className":3565},[3533],[3535,3567],{"disabled":2676,"type":3537}," 触发器的时间/条件配置是否准确",[27,3570,3572,3574],{"className":3571},[3533],[3535,3573],{"disabled":2676,"type":3537}," 是否已告知相关人员工作流的生效时间",[17,3576,3577],{"id":3577},"常见问题",[108,3579,3580],{"id":3580},"工作流不执行",[13,3582,3583],{},"检查：",[24,3585,3586,3589,3592,3595],{},[27,3587,3588],{},"触发器配置是否正确",[27,3590,3591],{},"工作流是否已启用",[27,3593,3594],{},"时区设置是否正确",[27,3596,3597],{},"Gateway 是否在运行",[108,3599,3600],{"id":3600},"步骤执行失败",[13,3602,3583],{},[24,3604,3605,3608,3611,3614],{},[27,3606,3607],{},"参数是否正确",[27,3609,3610],{},"依赖服务是否可用",[27,3612,3613],{},"查看错误日志",[27,3615,3616],{},"API Key 或凭据是否有效",[108,3618,3619],{"id":3619},"性能问题",[13,3621,3622],{},"优化建议：",[24,3624,3625,3628,3631,3634],{},[27,3626,3627],{},"减少不必要的步骤",[27,3629,3630],{},"使用并行执行",[27,3632,3633],{},"缓存重复计算",[27,3635,3636],{},"避免在 AI 步骤中传递过长上下文",[108,3638,3639],{"id":3639},"工作流重复执行",[13,3641,3583],{},[24,3643,3644,3647,3650],{},[27,3645,3646],{},"触发器是否被多次配置",[27,3648,3649],{},"事件触发是否产生了重复事件",[27,3651,3652],{},"工作流的幂等设计是否有缺陷",[108,3654,3655],{"id":3655},"工作流结果不符合预期",[13,3657,3583],{},[24,3659,3660,3663,3666],{},[27,3661,3662],{},"AI 步骤的 prompt 是否足够精确",[27,3664,3665],{},"条件步骤的判断逻辑是否正确",[27,3667,3668],{},"步骤间的变量引用是否匹配",[17,3670,3671],{"id":3671},"下一步",[24,3673,3674,3681,3687],{},[27,3675,3676],{},[3677,3678,3680],"a",{"href":3679},"/best-practices/automation-workflows","自动化工作流最佳实践",[27,3682,3683],{},[3677,3684,3686],{"href":3685},"/docs/manual/tools-overview","工具配置指南",[27,3688,3689],{},[3677,3690,3692],{"href":3691},"/docs/manual/hooks-overview","Hooks 概述",[3694,3695,3696],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}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 .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: 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[4345,3805,4006,4772,4653],"shell",{"title":4774,"description":4775,"path":4776,"category":4647,"updatedAt":3897,"sourceType":3788,"tags":4777},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[4778,4565,4049,4779,4567],"sources","trust",{"title":4781,"description":4782,"path":4783,"category":4647,"updatedAt":3854,"sourceType":3768,"tags":4784},"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",[3791,4785,3962,4418,3952],"rpc",{"title":4787,"description":4788,"path":4789,"category":4647,"updatedAt":3977,"sourceType":3768,"tags":4790},"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",[4137,4138,3791,3951,4653],{"title":4792,"description":4793,"path":4794,"category":4647,"updatedAt":4410,"sourceType":3768,"tags":4795},"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",[3998,3791,3912,3841,4653],{"title":4797,"description":4798,"path":4799,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4800},"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",[3791,4418,4801,4802,4653],"protocol","scopes",{"title":4804,"description":4805,"path":4806,"category":4647,"updatedAt":3994,"sourceType":3768,"tags":4807},"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",[3997,4808,3980,4222,4155],"mention",{"title":4810,"description":4811,"path":4812,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4813},"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",[4464,4814,4815,4816,4653],"visibility","activeHours","alerts",{"title":4818,"description":4819,"path":4820,"category":4647,"updatedAt":3994,"sourceType":3768,"tags":4821},"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",[4412,4418,4822,3791,4653],"sdk",{"title":4824,"description":4825,"path":4826,"category":4647,"updatedAt":3994,"sourceType":3768,"tags":4827},"include 合并时，数组和 sibling override 到底怎么生效","基于最新官方 Configuration 文档，解释 OpenClaw 在 $include 合并时数组、对象和 sibling keys 的真实处理顺序，帮助团队避免把 include 当成“总是深合并”的黑盒。","/docs/reference/include-merge-arrays-and-sibling-overrides",[3805,4828,4442,4829,4653],"include","arrays",{"title":4831,"description":4832,"path":4833,"category":4647,"updatedAt":3977,"sourceType":3768,"tags":4834},"Lobster 的调用、审批和 resume token","基于最新官方 Lobster 文档，解释 OpenClaw 里如何用 openclaw.invoke 触发确定性工作流、何时进入 needs_approval，以及 resume token 在恢复流程里扮演什么角色。","/docs/reference/lobster-invoke-and-resume",[4251,4835,4103,3771,4653],"invoke",{"title":4837,"description":4838,"path":4839,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4840},"记忆检索里的 hybrid search、重排和时间衰减到底在做什么","基于最新官方 Memory 文档，解释 OpenClaw 的 memory_search 为什么不只是向量检索，以及 hybrid search、结果合并、MMR 重排和 temporal decay 各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[3795,4841,4842,4843,4844,4653],"hybrid-search","ranking","mmr","retrieval",{"title":4846,"description":4847,"path":4848,"category":4647,"updatedAt":3897,"sourceType":3768,"tags":4849},"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",[3905,4850,3972,3970,4653],"probe",{"title":4852,"description":4853,"path":4854,"category":4647,"updatedAt":4340,"sourceType":3768,"tags":4855},"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",[4137,4138,4688,4856,4471],"credentials",{"title":4858,"description":4859,"path":4860,"category":4647,"updatedAt":3897,"sourceType":3768,"tags":4861},"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",[3889,4032,4862,4863,4567,4653],"npm","pin",{"title":4865,"description":4866,"path":4867,"category":4742,"updatedAt":3854,"sourceType":3768,"tags":4868},"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",[4744,4869,4205,3970,4168],"raw-stream",{"title":4871,"description":4872,"path":4873,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4874},"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",[3856,4875,3972,3791,4653],"tlsFingerprint",{"title":4877,"description":4878,"path":4879,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4880},"回复机器人消息也算 mention 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入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[3998,3814,4759,4137,4222],{"title":4897,"description":4898,"path":4899,"category":4647,"updatedAt":4900,"sourceType":3768,"tags":4901},"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",[3998,4902,4903,4368,4653],"transcript","jsonl",{"title":4905,"description":4906,"path":4907,"category":4647,"updatedAt":4900,"sourceType":3768,"tags":4908},"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",[3936,3962,4909,4591,3813],"store",{"title":4911,"description":4912,"path":4913,"category":4647,"updatedAt":4004,"sourceType":3768,"tags":4914},"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",[3814,4606,4591,4915,4653],"ingress",{"title":4917,"description":4918,"path":4919,"category":4647,"updatedAt":3854,"sourceType":3768,"tags":4920},"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",[3962,4499,4921,4205,4922],"health","troubleshooting",{"title":4924,"description":4925,"path":4926,"category":4647,"updatedAt":4900,"sourceType":3768,"tags":4927},"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",[4902,4928,3970,4929,4653],"hygiene","tool-calls",{"title":4931,"description":4932,"path":4933,"category":4742,"updatedAt":3846,"sourceType":3768,"tags":4934},"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",[4922,4490,4499,4205],{"title":4936,"description":4937,"path":4938,"category":4647,"updatedAt":3977,"sourceType":3768,"tags":4939},"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",[3912,4940,4941,4902,4653],"history","inject",{"title":4943,"description":4944,"path":4945,"category":4946,"updatedAt":3897,"sourceType":3768,"tags":4947},"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",[4948,4949,4950,4115,4518,4519],"china","cloud","deployment",{"title":4952,"description":4953,"path":4954,"category":4946,"updatedAt":3846,"sourceType":3768,"tags":4955},"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",[4950,3857,4956,4949,4957],"docker","wsl2",{"title":4959,"description":4960,"path":4961,"category":4946,"updatedAt":4350,"sourceType":3768,"tags":4962},"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",[3839,4862,4963,4957],"install-script",{"title":4965,"description":4966,"path":4967,"category":4946,"updatedAt":3854,"sourceType":3768,"tags":4968},"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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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[4367,4368,3936,3795,5299],"continuity",{"title":5301,"description":5302,"path":5303,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5304,"tags":5305},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[4058,3841,4450,4137,3856],{"title":5307,"description":5308,"path":5309,"category":5216,"date":4410,"updatedAt":4410,"sourceType":3768,"source":5230,"tags":5310},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 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开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[3802,3806,4050,4948],{"title":5324,"description":5325,"path":5326,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5327,"tags":5328},"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",[4138,4137,4078,4484,5329],"rotate",{"title":5331,"description":5332,"path":5333,"category":5216,"date":3977,"updatedAt":3977,"sourceType":3768,"source":5334,"tags":5335},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[5348,5349,5350,5351],"education","adoption","ai-tutor","higher-education",{"title":5353,"description":5354,"path":5355,"category":5345,"date":3787,"updatedAt":3787,"sourceType":4049,"source":5356,"tags":5357},"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",[3812,4950,3771,4948],{"title":5359,"description":5360,"path":5361,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5362,"tags":5363},"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",[3806,4032,3889,3891,4051],{"title":5365,"description":5366,"path":5367,"category":5216,"date":3957,"updatedAt":3957,"sourceType":3768,"source":5368,"tags":5369},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[4115,4116,4117,4118,3793,4119],{"title":5371,"description":5372,"path":5373,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5374,"tags":5375},"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 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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",[4155,3912,3980,4159,3793],{"title":5460,"description":5461,"path":5462,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5285,"tags":5463},"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",[3905,4850,3970,3972,4527],{"title":5465,"description":5466,"path":5467,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5468,"tags":5469},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[4580,4079,4058,4137,3856],{"title":5482,"description":5483,"path":5484,"category":5216,"date":4004,"updatedAt":4004,"sourceType":3768,"source":5485,"tags":5486},"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",[3841,3912,4418,4580,3952],{"title":5488,"description":5489,"path":5490,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5327,"tags":5491},"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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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",[3889,4032,4862,4863,4567],{"title":5505,"description":5506,"path":5507,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5508,"tags":5509},"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",[4250,4251,3771,4103,3890],{"title":5511,"description":5512,"path":5513,"category":5216,"date":4004,"updatedAt":4004,"sourceType":3768,"source":5514,"tags":5515},"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",[3970,3905,3951,3972,4269],{"title":5517,"description":5518,"path":5519,"category":5216,"date":4004,"updatedAt":4004,"sourceType":3768,"source":5520,"tags":5521},"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",[3970,4652,3905,3791,3813],{"title":5523,"description":5524,"path":5525,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5204,"tags":5526},"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",[4565,4566,4568,4567],{"title":5528,"description":5529,"path":5530,"category":5216,"date":3977,"updatedAt":3977,"sourceType":3768,"source":5230,"tags":5531},"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",[3841,4137,3951,3856,4471],{"title":5533,"description":5534,"path":5535,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5536,"tags":5537},"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",[3980,3979,5538,3793,3981],"threads",{"title":5540,"description":5541,"path":5542,"category":5216,"date":3957,"updatedAt":3957,"sourceType":3768,"source":5543,"tags":5544},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[4310,4197,4311,3882,3794],{"title":5546,"description":5547,"path":5548,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5549,"tags":5550},"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",[4890,5551,5552,4889,3813],"snapshot","rotation",{"title":5554,"description":5555,"path":5556,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5416,"tags":5557},"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",[3998,3814,4759,4137,4606],{"title":5559,"description":5560,"path":5561,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5562,"tags":5563},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[3814,4591,4593,4592,3813],{"title":5565,"description":5566,"path":5567,"category":5568,"date":3787,"updatedAt":3787,"sourceType":4049,"source":5569,"tags":5570},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[3814,5571,4168,3812],"compliance",{"title":5573,"description":5574,"path":5575,"category":5216,"date":3977,"updatedAt":3977,"sourceType":3768,"source":5549,"tags":5576},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[3814,4889,4103,5577,3813],"proxy",{"title":5579,"description":5580,"path":5581,"category":5216,"date":4900,"updatedAt":4900,"sourceType":3768,"source":5582,"tags":5583},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[3998,4903,4368,4902,3791],{"title":5585,"description":5586,"path":5587,"category":5216,"date":4900,"updatedAt":4900,"sourceType":3768,"source":5588,"tags":5589},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[3936,3962,4909,4591,3813],{"title":5591,"description":5592,"path":5593,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5594,"tags":5595},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[3814,4606,4607,5596,3791],"sandbox",{"title":5598,"description":5599,"path":5600,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5406,"tags":5601},"OpenClaw 官方 Showcase 更新：Telegram PR 反馈、酒窖 Skill 与 Tesco 自动购物成为新样板","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的三个社区案例，观察 OpenClaw 在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[5408,4049,4024,3806,3772],{"title":5603,"description":5604,"path":5605,"category":5216,"date":4004,"updatedAt":4004,"sourceType":3768,"source":5594,"tags":5606},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[4606,4760,3996,3980,3814],{"title":5608,"description":5609,"path":5610,"category":5216,"date":4900,"updatedAt":4900,"sourceType":3768,"source":5611,"tags":5612},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[4902,3970,4928,4929,5613],"compatibility",{"title":5615,"description":5616,"path":5617,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5261,"tags":5618},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[4626,3814,3856,3791,3972],{"title":5620,"description":5621,"path":5622,"category":5216,"date":4410,"updatedAt":4410,"sourceType":3768,"source":5381,"tags":5623},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[3791,3912,4412,4744,3998],{"title":5625,"description":5626,"path":5627,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5628,"tags":5629},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[4976,4568,4244,3791,5383],{"title":5631,"description":5632,"path":5633,"category":5216,"date":3897,"updatedAt":3897,"sourceType":3768,"source":5634,"tags":5635},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[4638,4639,4640,4641,4642],{"title":5637,"description":5638,"path":5639,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5406,"tags":5640},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[5408,4072,5641,5642,4086],"phone","tts",{"title":5644,"description":5645,"path":5646,"category":5216,"date":3994,"updatedAt":3994,"sourceType":3768,"source":5647,"tags":5648},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[4072,4398,4399,3951,4138],{"title":5650,"description":5651,"path":5652,"category":5010,"date":3854,"updatedAt":3854,"sourceType":3768,"source":5230,"tags":5653},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[3841,3912,4418,4058,5316],{"title":5655,"description":5656,"path":5657,"category":5216,"date":4410,"updatedAt":4410,"sourceType":3768,"source":5658,"tags":5659},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[3912,3841,4412,3791,4109],{"title":5661,"description":5662,"path":5663,"category":5216,"date":3977,"updatedAt":3977,"sourceType":3768,"source":5508,"tags":5664},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[3771,4251,4032,4103,4269],{"title":5666,"description":5667,"path":5668,"category":5669,"date":5670,"updatedAt":5670,"sourceType":3788,"source":5671,"tags":5672},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[5673,5674,3794,5408,5675],"site-update","content","weekly",{"title":5677,"description":5678,"path":5679,"category":5680,"date":5011,"updatedAt":3846,"sourceType":3768,"source":5012,"tags":5681},"OpenClaw 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