[{"data":1,"prerenderedAt":4437},["ShallowReactive",2],{"news:security-architecture":3,"content-manifest":1926},{"id":4,"title":5,"author":6,"body":7,"category":1908,"date":1909,"description":1910,"extension":1911,"meta":1912,"navigation":1523,"path":1913,"seo":1914,"source":1915,"sourceName":1916,"sourceType":1917,"stem":1918,"tags":1919,"updatedAt":1924,"__hash__":1925},"news/news/security-architecture.md","OpenClaw 安全架构深度解析","OpenClaw Team",{"type":8,"value":9,"toc":1864},"minimark",[10,14,18,22,25,86,89,92,126,129,132,135,146,149,152,237,240,350,353,356,359,435,438,586,589,595,598,601,604,673,677,745,748,751,757,761,764,831,834,837,917,920,923,926,1050,1053,1148,1151,1258,1261,1265,1268,1371,1374,1420,1423,1484,1487,1491,1548,1552,1635,1639,1680,1684,1722,1725,1728,1748,1786,1789,1792,1821,1824,1851,1854,1860],[11,12,13],"p",{},"安全性是 OpenClaw 设计的核心原则之一。本文深入解析 OpenClaw 的安全架构，帮助用户和企业了解如何安全地使用这一 AI 助手平台。",[15,16,17],"h2",{"id":17},"安全设计理念",[19,20,21],"h3",{"id":21},"核心原则",[11,23,24],{},"OpenClaw 的安全架构基于以下核心原则：",[26,27,28,41],"table",{},[29,30,31],"thead",{},[32,33,34,38],"tr",{},[35,36,37],"th",{},"原则",[35,39,40],{},"描述",[42,43,44,56,66,76],"tbody",{},[32,45,46,53],{},[47,48,49],"td",{},[50,51,52],"strong",{},"隐私优先",[47,54,55],{},"用户数据默认本地存储，最小化云端传输",[32,57,58,63],{},[47,59,60],{},[50,61,62],{},"最小权限",[47,64,65],{},"组件只获取必要的权限",[32,67,68,73],{},[47,69,70],{},[50,71,72],{},"透明可控",[47,74,75],{},"用户完全掌控数据流向",[32,77,78,83],{},[47,79,80],{},[50,81,82],{},"安全默认",[47,84,85],{},"开箱即用的安全配置",[19,87,88],{"id":88},"威胁模型",[11,90,91],{},"OpenClaw 针对以下威胁进行了防护：",[93,94,95,102,108,114,120],"ul",{},[96,97,98,101],"li",{},[50,99,100],{},"数据泄露"," - 敏感对话内容保护",[96,103,104,107],{},[50,105,106],{},"未授权访问"," - 身份认证和访问控制",[96,109,110,113],{},[50,111,112],{},"中间人攻击"," - 传输加密保护",[96,115,116,119],{},[50,117,118],{},"供应链攻击"," - 技能安全验证",[96,121,122,125],{},[50,123,124],{},"拒绝服务"," - 资源限制和熔断",[15,127,128],{"id":128},"数据安全",[19,130,131],{"id":131},"本地优先架构",[11,133,134],{},"OpenClaw 采用本地优先的设计：",[136,137,142],"pre",{"className":138,"code":140,"language":141},[139],"language-text","┌─────────────────────────────────────────────┐\n│                  用户设备                    │\n│  ┌─────────┐  ┌─────────┐  ┌─────────────┐  │\n│  │ Gateway │  │ Memory  │  │   Skills    │  │\n│  └────┬────┘  └────┬────┘  └──────┬──────┘  │\n│       │            │              │         │\n│       └────────────┴──────────────┘         │\n│                    │                        │\n│            ┌───────┴───────┐                │\n│            │  Local Store  │                │\n│            └───────────────┘                │\n└─────────────────────────────────────────────┘\n                     │\n              (可选加密通道)\n                     │\n            ┌────────┴────────┐\n            │   AI Provider   │\n            │ (OpenAI/Claude) │\n            └─────────────────┘\n","text",[143,144,140],"code",{"__ignoreMap":145},"",[19,147,148],{"id":148},"数据分类",[11,150,151],{},"OpenClaw 对数据进行分类处理：",[26,153,154,170],{},[29,155,156],{},[32,157,158,161,164,167],{},[35,159,160],{},"数据类型",[35,162,163],{},"存储位置",[35,165,166],{},"加密",[35,168,169],{},"保留策略",[42,171,172,186,198,211,223],{},[32,173,174,177,180,183],{},[47,175,176],{},"对话历史",[47,178,179],{},"本地",[47,181,182],{},"AES-256",[47,184,185],{},"用户控制",[32,187,188,191,193,195],{},[47,189,190],{},"配置信息",[47,192,179],{},[47,194,182],{},[47,196,197],{},"永久",[32,199,200,203,206,209],{},[47,201,202],{},"认证凭据",[47,204,205],{},"本地密钥库",[47,207,208],{},"系统加密",[47,210,197],{},[32,212,213,216,218,221],{},[47,214,215],{},"技能数据",[47,217,179],{},[47,219,220],{},"可选",[47,222,185],{},[32,224,225,228,231,234],{},[47,226,227],{},"遥测数据",[47,229,230],{},"无",[47,232,233],{},"-",[47,235,236],{},"不收集",[19,238,239],{"id":239},"敏感信息处理",[136,241,245],{"className":242,"code":243,"language":244,"meta":145,"style":145},"language-json shiki shiki-themes github-light github-dark","{\n  \"privacy\": {\n    \"redactSensitive\": true,\n    \"patterns\": [\n      \"credit_card\",\n      \"ssn\",\n      \"api_key\",\n      \"password\"\n    ],\n    \"replacement\": \"[REDACTED]\"\n  }\n}\n","json",[143,246,247,256,266,281,290,299,307,315,321,327,338,344],{"__ignoreMap":145},[248,249,252],"span",{"class":250,"line":251},"line",1,[248,253,255],{"class":254},"sVt8B","{\n",[248,257,259,263],{"class":250,"line":258},2,[248,260,262],{"class":261},"sj4cs","  \"privacy\"",[248,264,265],{"class":254},": {\n",[248,267,269,272,275,278],{"class":250,"line":268},3,[248,270,271],{"class":261},"    \"redactSensitive\"",[248,273,274],{"class":254},": ",[248,276,277],{"class":261},"true",[248,279,280],{"class":254},",\n",[248,282,284,287],{"class":250,"line":283},4,[248,285,286],{"class":261},"    \"patterns\"",[248,288,289],{"class":254},": [\n",[248,291,293,297],{"class":250,"line":292},5,[248,294,296],{"class":295},"sZZnC","      \"credit_card\"",[248,298,280],{"class":254},[248,300,302,305],{"class":250,"line":301},6,[248,303,304],{"class":295},"      \"ssn\"",[248,306,280],{"class":254},[248,308,310,313],{"class":250,"line":309},7,[248,311,312],{"class":295},"      \"api_key\"",[248,314,280],{"class":254},[248,316,318],{"class":250,"line":317},8,[248,319,320],{"class":295},"      \"password\"\n",[248,322,324],{"class":250,"line":323},9,[248,325,326],{"class":254},"    ],\n",[248,328,330,333,335],{"class":250,"line":329},10,[248,331,332],{"class":261},"    \"replacement\"",[248,334,274],{"class":254},[248,336,337],{"class":295},"\"[REDACTED]\"\n",[248,339,341],{"class":250,"line":340},11,[248,342,343],{"class":254},"  }\n",[248,345,347],{"class":250,"line":346},12,[248,348,349],{"class":254},"}\n",[15,351,352],{"id":352},"认证与授权",[19,354,355],{"id":355},"多因素认证",[11,357,358],{},"支持多种认证方式：",[136,360,362],{"className":242,"code":361,"language":244,"meta":145,"style":145},"{\n  \"auth\": {\n    \"methods\": [\"password\", \"totp\", \"webauthn\", \"biometric\"],\n    \"sessionTimeout\": 3600,\n    \"maxAttempts\": 5\n  }\n}\n",[143,363,364,368,375,405,417,427,431],{"__ignoreMap":145},[248,365,366],{"class":250,"line":251},[248,367,255],{"class":254},[248,369,370,373],{"class":250,"line":258},[248,371,372],{"class":261},"  \"auth\"",[248,374,265],{"class":254},[248,376,377,380,383,386,389,392,394,397,399,402],{"class":250,"line":268},[248,378,379],{"class":261},"    \"methods\"",[248,381,382],{"class":254},": [",[248,384,385],{"class":295},"\"password\"",[248,387,388],{"class":254},", ",[248,390,391],{"class":295},"\"totp\"",[248,393,388],{"class":254},[248,395,396],{"class":295},"\"webauthn\"",[248,398,388],{"class":254},[248,400,401],{"class":295},"\"biometric\"",[248,403,404],{"class":254},"],\n",[248,406,407,410,412,415],{"class":250,"line":283},[248,408,409],{"class":261},"    \"sessionTimeout\"",[248,411,274],{"class":254},[248,413,414],{"class":261},"3600",[248,416,280],{"class":254},[248,418,419,422,424],{"class":250,"line":292},[248,420,421],{"class":261},"    \"maxAttempts\"",[248,423,274],{"class":254},[248,425,426],{"class":261},"5\n",[248,428,429],{"class":250,"line":301},[248,430,343],{"class":254},[248,432,433],{"class":250,"line":309},[248,434,349],{"class":254},[19,436,437],{"id":437},"细粒度权限控制",[136,439,441],{"className":242,"code":440,"language":244,"meta":145,"style":145},"{\n  \"permissions\": {\n    \"skills\": {\n      \"web-search\": [\"network\", \"read\"],\n      \"file-manager\": [\"filesystem\", \"read\", \"write\"],\n      \"email\": [\"network\", \"email\", \"send\"]\n    },\n    \"channels\": {\n      \"discord\": [\"messages\", \"read\", \"write\"],\n      \"slack\": [\"messages\", \"read\", \"write\"]\n    }\n  }\n}\n",[143,442,443,447,454,461,478,499,521,526,533,553,572,577,581],{"__ignoreMap":145},[248,444,445],{"class":250,"line":251},[248,446,255],{"class":254},[248,448,449,452],{"class":250,"line":258},[248,450,451],{"class":261},"  \"permissions\"",[248,453,265],{"class":254},[248,455,456,459],{"class":250,"line":268},[248,457,458],{"class":261},"    \"skills\"",[248,460,265],{"class":254},[248,462,463,466,468,471,473,476],{"class":250,"line":283},[248,464,465],{"class":261},"      \"web-search\"",[248,467,382],{"class":254},[248,469,470],{"class":295},"\"network\"",[248,472,388],{"class":254},[248,474,475],{"class":295},"\"read\"",[248,477,404],{"class":254},[248,479,480,483,485,488,490,492,494,497],{"class":250,"line":292},[248,481,482],{"class":261},"      \"file-manager\"",[248,484,382],{"class":254},[248,486,487],{"class":295},"\"filesystem\"",[248,489,388],{"class":254},[248,491,475],{"class":295},[248,493,388],{"class":254},[248,495,496],{"class":295},"\"write\"",[248,498,404],{"class":254},[248,500,501,504,506,508,510,513,515,518],{"class":250,"line":301},[248,502,503],{"class":261},"      \"email\"",[248,505,382],{"class":254},[248,507,470],{"class":295},[248,509,388],{"class":254},[248,511,512],{"class":295},"\"email\"",[248,514,388],{"class":254},[248,516,517],{"class":295},"\"send\"",[248,519,520],{"class":254},"]\n",[248,522,523],{"class":250,"line":309},[248,524,525],{"class":254},"    },\n",[248,527,528,531],{"class":250,"line":317},[248,529,530],{"class":261},"    \"channels\"",[248,532,265],{"class":254},[248,534,535,538,540,543,545,547,549,551],{"class":250,"line":323},[248,536,537],{"class":261},"      \"discord\"",[248,539,382],{"class":254},[248,541,542],{"class":295},"\"messages\"",[248,544,388],{"class":254},[248,546,475],{"class":295},[248,548,388],{"class":254},[248,550,496],{"class":295},[248,552,404],{"class":254},[248,554,555,558,560,562,564,566,568,570],{"class":250,"line":329},[248,556,557],{"class":261},"      \"slack\"",[248,559,382],{"class":254},[248,561,542],{"class":295},[248,563,388],{"class":254},[248,565,475],{"class":295},[248,567,388],{"class":254},[248,569,496],{"class":295},[248,571,520],{"class":254},[248,573,574],{"class":250,"line":340},[248,575,576],{"class":254},"    }\n",[248,578,579],{"class":250,"line":346},[248,580,343],{"class":254},[248,582,584],{"class":250,"line":583},13,[248,585,349],{"class":254},[19,587,588],{"id":588},"权限请求流程",[136,590,593],{"className":591,"code":592,"language":141},[139],"技能请求权限 → 用户确认 → 授权/拒绝 → 记录审计日志\n",[143,594,592],{"__ignoreMap":145},[15,596,597],{"id":597},"传输安全",[19,599,600],{"id":600},"端到端加密",[11,602,603],{},"对于支持的渠道，OpenClaw 支持端到端加密：",[136,605,607],{"className":242,"code":606,"language":244,"meta":145,"style":145},"{\n  \"encryption\": {\n    \"enabled\": true,\n    \"algorithm\": \"AES-256-GCM\",\n    \"keyExchange\": \"X25519\",\n    \"perfectForwardSecrecy\": true\n  }\n}\n",[143,608,609,613,620,631,643,655,665,669],{"__ignoreMap":145},[248,610,611],{"class":250,"line":251},[248,612,255],{"class":254},[248,614,615,618],{"class":250,"line":258},[248,616,617],{"class":261},"  \"encryption\"",[248,619,265],{"class":254},[248,621,622,625,627,629],{"class":250,"line":268},[248,623,624],{"class":261},"    \"enabled\"",[248,626,274],{"class":254},[248,628,277],{"class":261},[248,630,280],{"class":254},[248,632,633,636,638,641],{"class":250,"line":283},[248,634,635],{"class":261},"    \"algorithm\"",[248,637,274],{"class":254},[248,639,640],{"class":295},"\"AES-256-GCM\"",[248,642,280],{"class":254},[248,644,645,648,650,653],{"class":250,"line":292},[248,646,647],{"class":261},"    \"keyExchange\"",[248,649,274],{"class":254},[248,651,652],{"class":295},"\"X25519\"",[248,654,280],{"class":254},[248,656,657,660,662],{"class":250,"line":301},[248,658,659],{"class":261},"    \"perfectForwardSecrecy\"",[248,661,274],{"class":254},[248,663,664],{"class":261},"true\n",[248,666,667],{"class":250,"line":309},[248,668,343],{"class":254},[248,670,671],{"class":250,"line":317},[248,672,349],{"class":254},[19,674,676],{"id":675},"tls-配置","TLS 配置",[136,678,680],{"className":242,"code":679,"language":244,"meta":145,"style":145},"{\n  \"tls\": {\n    \"minVersion\": \"1.3\",\n    \"cipherSuites\": [\n      \"TLS_AES_256_GCM_SHA384\",\n      \"TLS_CHACHA20_POLY1305_SHA256\"\n    ],\n    \"certificatePinning\": true\n  }\n}\n",[143,681,682,686,693,705,712,719,724,728,737,741],{"__ignoreMap":145},[248,683,684],{"class":250,"line":251},[248,685,255],{"class":254},[248,687,688,691],{"class":250,"line":258},[248,689,690],{"class":261},"  \"tls\"",[248,692,265],{"class":254},[248,694,695,698,700,703],{"class":250,"line":268},[248,696,697],{"class":261},"    \"minVersion\"",[248,699,274],{"class":254},[248,701,702],{"class":295},"\"1.3\"",[248,704,280],{"class":254},[248,706,707,710],{"class":250,"line":283},[248,708,709],{"class":261},"    \"cipherSuites\"",[248,711,289],{"class":254},[248,713,714,717],{"class":250,"line":292},[248,715,716],{"class":295},"      \"TLS_AES_256_GCM_SHA384\"",[248,718,280],{"class":254},[248,720,721],{"class":250,"line":301},[248,722,723],{"class":295},"      \"TLS_CHACHA20_POLY1305_SHA256\"\n",[248,725,726],{"class":250,"line":309},[248,727,326],{"class":254},[248,729,730,733,735],{"class":250,"line":317},[248,731,732],{"class":261},"    \"certificatePinning\"",[248,734,274],{"class":254},[248,736,664],{"class":261},[248,738,739],{"class":250,"line":323},[248,740,343],{"class":254},[248,742,743],{"class":250,"line":329},[248,744,349],{"class":254},[15,746,747],{"id":747},"技能安全",[19,749,750],{"id":750},"技能验证流程",[136,752,755],{"className":753,"code":754,"language":141},[139],"技能提交 → 自动扫描 → 人工审核 → 安全签名 → 发布\n",[143,756,754],{"__ignoreMap":145},[19,758,760],{"id":759},"virustotal-集成","VirusTotal 集成",[11,762,763],{},"OpenClaw 与 VirusTotal 集成，对技能进行安全扫描：",[136,765,767],{"className":242,"code":766,"language":244,"meta":145,"style":145},"{\n  \"skillSecurity\": {\n    \"virusTotalScan\": true,\n    \"blockMalicious\": true,\n    \"quarantine\": true,\n    \"reportUrl\": \"https://virustotal.com/report/...\"\n  }\n}\n",[143,768,769,773,780,791,802,813,823,827],{"__ignoreMap":145},[248,770,771],{"class":250,"line":251},[248,772,255],{"class":254},[248,774,775,778],{"class":250,"line":258},[248,776,777],{"class":261},"  \"skillSecurity\"",[248,779,265],{"class":254},[248,781,782,785,787,789],{"class":250,"line":268},[248,783,784],{"class":261},"    \"virusTotalScan\"",[248,786,274],{"class":254},[248,788,277],{"class":261},[248,790,280],{"class":254},[248,792,793,796,798,800],{"class":250,"line":283},[248,794,795],{"class":261},"    \"blockMalicious\"",[248,797,274],{"class":254},[248,799,277],{"class":261},[248,801,280],{"class":254},[248,803,804,807,809,811],{"class":250,"line":292},[248,805,806],{"class":261},"    \"quarantine\"",[248,808,274],{"class":254},[248,810,277],{"class":261},[248,812,280],{"class":254},[248,814,815,818,820],{"class":250,"line":301},[248,816,817],{"class":261},"    \"reportUrl\"",[248,819,274],{"class":254},[248,821,822],{"class":295},"\"https://virustotal.com/report/...\"\n",[248,824,825],{"class":250,"line":309},[248,826,343],{"class":254},[248,828,829],{"class":250,"line":317},[248,830,349],{"class":254},[19,832,833],{"id":833},"沙箱执行",[11,835,836],{},"技能在隔离环境中执行：",[136,838,840],{"className":242,"code":839,"language":244,"meta":145,"style":145},"{\n  \"sandbox\": {\n    \"enabled\": true,\n    \"networkAccess\": \"restricted\",\n    \"filesystemAccess\": \"readonly\",\n    \"memoryLimit\": \"256MB\",\n    \"timeout\": 30000\n  }\n}\n",[143,841,842,846,853,863,875,887,899,909,913],{"__ignoreMap":145},[248,843,844],{"class":250,"line":251},[248,845,255],{"class":254},[248,847,848,851],{"class":250,"line":258},[248,849,850],{"class":261},"  \"sandbox\"",[248,852,265],{"class":254},[248,854,855,857,859,861],{"class":250,"line":268},[248,856,624],{"class":261},[248,858,274],{"class":254},[248,860,277],{"class":261},[248,862,280],{"class":254},[248,864,865,868,870,873],{"class":250,"line":283},[248,866,867],{"class":261},"    \"networkAccess\"",[248,869,274],{"class":254},[248,871,872],{"class":295},"\"restricted\"",[248,874,280],{"class":254},[248,876,877,880,882,885],{"class":250,"line":292},[248,878,879],{"class":261},"    \"filesystemAccess\"",[248,881,274],{"class":254},[248,883,884],{"class":295},"\"readonly\"",[248,886,280],{"class":254},[248,888,889,892,894,897],{"class":250,"line":301},[248,890,891],{"class":261},"    \"memoryLimit\"",[248,893,274],{"class":254},[248,895,896],{"class":295},"\"256MB\"",[248,898,280],{"class":254},[248,900,901,904,906],{"class":250,"line":309},[248,902,903],{"class":261},"    \"timeout\"",[248,905,274],{"class":254},[248,907,908],{"class":261},"30000\n",[248,910,911],{"class":250,"line":317},[248,912,343],{"class":254},[248,914,915],{"class":250,"line":323},[248,916,349],{"class":254},[15,918,919],{"id":919},"审计与监控",[19,921,922],{"id":922},"审计日志",[11,924,925],{},"所有关键操作都会记录审计日志：",[136,927,929],{"className":242,"code":928,"language":244,"meta":145,"style":145},"{\n  \"audit\": {\n    \"enabled\": true,\n    \"events\": [\n      \"auth_success\",\n      \"auth_failure\",\n      \"permission_grant\",\n      \"permission_deny\",\n      \"skill_install\",\n      \"skill_execute\",\n      \"config_change\"\n    ],\n    \"retention\": \"90d\",\n    \"export\": [\"json\", \"csv\"]\n  }\n}\n",[143,930,931,935,942,952,959,966,973,980,987,994,1001,1006,1010,1022,1040,1045],{"__ignoreMap":145},[248,932,933],{"class":250,"line":251},[248,934,255],{"class":254},[248,936,937,940],{"class":250,"line":258},[248,938,939],{"class":261},"  \"audit\"",[248,941,265],{"class":254},[248,943,944,946,948,950],{"class":250,"line":268},[248,945,624],{"class":261},[248,947,274],{"class":254},[248,949,277],{"class":261},[248,951,280],{"class":254},[248,953,954,957],{"class":250,"line":283},[248,955,956],{"class":261},"    \"events\"",[248,958,289],{"class":254},[248,960,961,964],{"class":250,"line":292},[248,962,963],{"class":295},"      \"auth_success\"",[248,965,280],{"class":254},[248,967,968,971],{"class":250,"line":301},[248,969,970],{"class":295},"      \"auth_failure\"",[248,972,280],{"class":254},[248,974,975,978],{"class":250,"line":309},[248,976,977],{"class":295},"      \"permission_grant\"",[248,979,280],{"class":254},[248,981,982,985],{"class":250,"line":317},[248,983,984],{"class":295},"      \"permission_deny\"",[248,986,280],{"class":254},[248,988,989,992],{"class":250,"line":323},[248,990,991],{"class":295},"      \"skill_install\"",[248,993,280],{"class":254},[248,995,996,999],{"class":250,"line":329},[248,997,998],{"class":295},"      \"skill_execute\"",[248,1000,280],{"class":254},[248,1002,1003],{"class":250,"line":340},[248,1004,1005],{"class":295},"      \"config_change\"\n",[248,1007,1008],{"class":250,"line":346},[248,1009,326],{"class":254},[248,1011,1012,1015,1017,1020],{"class":250,"line":583},[248,1013,1014],{"class":261},"    \"retention\"",[248,1016,274],{"class":254},[248,1018,1019],{"class":295},"\"90d\"",[248,1021,280],{"class":254},[248,1023,1025,1028,1030,1033,1035,1038],{"class":250,"line":1024},14,[248,1026,1027],{"class":261},"    \"export\"",[248,1029,382],{"class":254},[248,1031,1032],{"class":295},"\"json\"",[248,1034,388],{"class":254},[248,1036,1037],{"class":295},"\"csv\"",[248,1039,520],{"class":254},[248,1041,1043],{"class":250,"line":1042},15,[248,1044,343],{"class":254},[248,1046,1048],{"class":250,"line":1047},16,[248,1049,349],{"class":254},[19,1051,1052],{"id":1052},"日志示例",[136,1054,1056],{"className":242,"code":1055,"language":244,"meta":145,"style":145},"{\n  \"timestamp\": \"2026-03-11T10:30:00Z\",\n  \"event\": \"skill_execute\",\n  \"skill\": \"web-search\",\n  \"user\": \"user@example.com\",\n  \"result\": \"success\",\n  \"duration\": 1234,\n  \"ip\": \"192.168.1.100\"\n}\n",[143,1057,1058,1062,1074,1086,1098,1110,1122,1134,1144],{"__ignoreMap":145},[248,1059,1060],{"class":250,"line":251},[248,1061,255],{"class":254},[248,1063,1064,1067,1069,1072],{"class":250,"line":258},[248,1065,1066],{"class":261},"  \"timestamp\"",[248,1068,274],{"class":254},[248,1070,1071],{"class":295},"\"2026-03-11T10:30:00Z\"",[248,1073,280],{"class":254},[248,1075,1076,1079,1081,1084],{"class":250,"line":268},[248,1077,1078],{"class":261},"  \"event\"",[248,1080,274],{"class":254},[248,1082,1083],{"class":295},"\"skill_execute\"",[248,1085,280],{"class":254},[248,1087,1088,1091,1093,1096],{"class":250,"line":283},[248,1089,1090],{"class":261},"  \"skill\"",[248,1092,274],{"class":254},[248,1094,1095],{"class":295},"\"web-search\"",[248,1097,280],{"class":254},[248,1099,1100,1103,1105,1108],{"class":250,"line":292},[248,1101,1102],{"class":261},"  \"user\"",[248,1104,274],{"class":254},[248,1106,1107],{"class":295},"\"user@example.com\"",[248,1109,280],{"class":254},[248,1111,1112,1115,1117,1120],{"class":250,"line":301},[248,1113,1114],{"class":261},"  \"result\"",[248,1116,274],{"class":254},[248,1118,1119],{"class":295},"\"success\"",[248,1121,280],{"class":254},[248,1123,1124,1127,1129,1132],{"class":250,"line":309},[248,1125,1126],{"class":261},"  \"duration\"",[248,1128,274],{"class":254},[248,1130,1131],{"class":261},"1234",[248,1133,280],{"class":254},[248,1135,1136,1139,1141],{"class":250,"line":317},[248,1137,1138],{"class":261},"  \"ip\"",[248,1140,274],{"class":254},[248,1142,1143],{"class":295},"\"192.168.1.100\"\n",[248,1145,1146],{"class":250,"line":323},[248,1147,349],{"class":254},[19,1149,1150],{"id":1150},"安全告警",[136,1152,1154],{"className":242,"code":1153,"language":244,"meta":145,"style":145},"{\n  \"alerts\": {\n    \"failedAuthAttempts\": {\n      \"threshold\": 5,\n      \"window\": \"5m\",\n      \"action\": \"lockout\"\n    },\n    \"suspiciousActivity\": {\n      \"enabled\": true,\n      \"notify\": [\"email\", \"webhook\"]\n    }\n  }\n}\n",[143,1155,1156,1160,1167,1174,1186,1198,1208,1212,1219,1230,1246,1250,1254],{"__ignoreMap":145},[248,1157,1158],{"class":250,"line":251},[248,1159,255],{"class":254},[248,1161,1162,1165],{"class":250,"line":258},[248,1163,1164],{"class":261},"  \"alerts\"",[248,1166,265],{"class":254},[248,1168,1169,1172],{"class":250,"line":268},[248,1170,1171],{"class":261},"    \"failedAuthAttempts\"",[248,1173,265],{"class":254},[248,1175,1176,1179,1181,1184],{"class":250,"line":283},[248,1177,1178],{"class":261},"      \"threshold\"",[248,1180,274],{"class":254},[248,1182,1183],{"class":261},"5",[248,1185,280],{"class":254},[248,1187,1188,1191,1193,1196],{"class":250,"line":292},[248,1189,1190],{"class":261},"      \"window\"",[248,1192,274],{"class":254},[248,1194,1195],{"class":295},"\"5m\"",[248,1197,280],{"class":254},[248,1199,1200,1203,1205],{"class":250,"line":301},[248,1201,1202],{"class":261},"      \"action\"",[248,1204,274],{"class":254},[248,1206,1207],{"class":295},"\"lockout\"\n",[248,1209,1210],{"class":250,"line":309},[248,1211,525],{"class":254},[248,1213,1214,1217],{"class":250,"line":317},[248,1215,1216],{"class":261},"    \"suspiciousActivity\"",[248,1218,265],{"class":254},[248,1220,1221,1224,1226,1228],{"class":250,"line":323},[248,1222,1223],{"class":261},"      \"enabled\"",[248,1225,274],{"class":254},[248,1227,277],{"class":261},[248,1229,280],{"class":254},[248,1231,1232,1235,1237,1239,1241,1244],{"class":250,"line":329},[248,1233,1234],{"class":261},"      \"notify\"",[248,1236,382],{"class":254},[248,1238,512],{"class":295},[248,1240,388],{"class":254},[248,1242,1243],{"class":295},"\"webhook\"",[248,1245,520],{"class":254},[248,1247,1248],{"class":250,"line":340},[248,1249,576],{"class":254},[248,1251,1252],{"class":250,"line":346},[248,1253,343],{"class":254},[248,1255,1256],{"class":250,"line":583},[248,1257,349],{"class":254},[15,1259,1260],{"id":1260},"企业安全特性",[19,1262,1264],{"id":1263},"单点登录-sso","单点登录 (SSO)",[11,1266,1267],{},"支持企业级 SSO 集成：",[136,1269,1271],{"className":242,"code":1270,"language":244,"meta":145,"style":145},"{\n  \"sso\": {\n    \"provider\": \"saml\",\n    \"entryPoint\": \"https://sso.company.com/saml\",\n    \"certificate\": \"path/to/cert.pem\",\n    \"attributeMapping\": {\n      \"email\": \"email\",\n      \"name\": \"displayName\",\n      \"groups\": \"memberOf\"\n    }\n  }\n}\n",[143,1272,1273,1277,1284,1296,1308,1320,1327,1337,1349,1359,1363,1367],{"__ignoreMap":145},[248,1274,1275],{"class":250,"line":251},[248,1276,255],{"class":254},[248,1278,1279,1282],{"class":250,"line":258},[248,1280,1281],{"class":261},"  \"sso\"",[248,1283,265],{"class":254},[248,1285,1286,1289,1291,1294],{"class":250,"line":268},[248,1287,1288],{"class":261},"    \"provider\"",[248,1290,274],{"class":254},[248,1292,1293],{"class":295},"\"saml\"",[248,1295,280],{"class":254},[248,1297,1298,1301,1303,1306],{"class":250,"line":283},[248,1299,1300],{"class":261},"    \"entryPoint\"",[248,1302,274],{"class":254},[248,1304,1305],{"class":295},"\"https://sso.company.com/saml\"",[248,1307,280],{"class":254},[248,1309,1310,1313,1315,1318],{"class":250,"line":292},[248,1311,1312],{"class":261},"    \"certificate\"",[248,1314,274],{"class":254},[248,1316,1317],{"class":295},"\"path/to/cert.pem\"",[248,1319,280],{"class":254},[248,1321,1322,1325],{"class":250,"line":301},[248,1323,1324],{"class":261},"    \"attributeMapping\"",[248,1326,265],{"class":254},[248,1328,1329,1331,1333,1335],{"class":250,"line":309},[248,1330,503],{"class":261},[248,1332,274],{"class":254},[248,1334,512],{"class":295},[248,1336,280],{"class":254},[248,1338,1339,1342,1344,1347],{"class":250,"line":317},[248,1340,1341],{"class":261},"      \"name\"",[248,1343,274],{"class":254},[248,1345,1346],{"class":295},"\"displayName\"",[248,1348,280],{"class":254},[248,1350,1351,1354,1356],{"class":250,"line":323},[248,1352,1353],{"class":261},"      \"groups\"",[248,1355,274],{"class":254},[248,1357,1358],{"class":295},"\"memberOf\"\n",[248,1360,1361],{"class":250,"line":329},[248,1362,576],{"class":254},[248,1364,1365],{"class":250,"line":340},[248,1366,343],{"class":254},[248,1368,1369],{"class":250,"line":346},[248,1370,349],{"class":254},[19,1372,1373],{"id":1373},"合规支持",[26,1375,1376,1386],{},[29,1377,1378],{},[32,1379,1380,1383],{},[35,1381,1382],{},"标准",[35,1384,1385],{},"状态",[42,1387,1388,1396,1404,1412],{},[32,1389,1390,1393],{},[47,1391,1392],{},"SOC 2 Type II",[47,1394,1395],{},"✅ 认证",[32,1397,1398,1401],{},[47,1399,1400],{},"GDPR",[47,1402,1403],{},"✅ 合规",[32,1405,1406,1409],{},[47,1407,1408],{},"HIPAA",[47,1410,1411],{},"✅ 支持",[32,1413,1414,1417],{},[47,1415,1416],{},"ISO 27001",[47,1418,1419],{},"🔄 进行中",[19,1421,1422],{"id":1422},"数据驻留",[136,1424,1426],{"className":242,"code":1425,"language":244,"meta":145,"style":145},"{\n  \"dataResidency\": {\n    \"region\": \"cn-north\",\n    \"allowedRegions\": [\"cn-north\", \"cn-east\"],\n    \"blockCrossRegion\": true\n  }\n}\n",[143,1427,1428,1432,1439,1451,1467,1476,1480],{"__ignoreMap":145},[248,1429,1430],{"class":250,"line":251},[248,1431,255],{"class":254},[248,1433,1434,1437],{"class":250,"line":258},[248,1435,1436],{"class":261},"  \"dataResidency\"",[248,1438,265],{"class":254},[248,1440,1441,1444,1446,1449],{"class":250,"line":268},[248,1442,1443],{"class":261},"    \"region\"",[248,1445,274],{"class":254},[248,1447,1448],{"class":295},"\"cn-north\"",[248,1450,280],{"class":254},[248,1452,1453,1456,1458,1460,1462,1465],{"class":250,"line":283},[248,1454,1455],{"class":261},"    \"allowedRegions\"",[248,1457,382],{"class":254},[248,1459,1448],{"class":295},[248,1461,388],{"class":254},[248,1463,1464],{"class":295},"\"cn-east\"",[248,1466,404],{"class":254},[248,1468,1469,1472,1474],{"class":250,"line":292},[248,1470,1471],{"class":261},"    \"blockCrossRegion\"",[248,1473,274],{"class":254},[248,1475,664],{"class":261},[248,1477,1478],{"class":250,"line":301},[248,1479,343],{"class":254},[248,1481,1482],{"class":250,"line":309},[248,1483,349],{"class":254},[15,1485,1486],{"id":1486},"安全最佳实践",[19,1488,1490],{"id":1489},"_1-认证配置","1. 认证配置",[136,1492,1496],{"className":1493,"code":1494,"language":1495,"meta":145,"style":145},"language-bash shiki shiki-themes github-light github-dark","# 启用多因素认证\nopenclaw auth mfa enable\n\n# 配置密码策略\nopenclaw auth password-policy --min-length 12 --require-special\n","bash",[143,1497,1498,1504,1519,1525,1530],{"__ignoreMap":145},[248,1499,1500],{"class":250,"line":251},[248,1501,1503],{"class":1502},"sJ8bj","# 启用多因素认证\n",[248,1505,1506,1510,1513,1516],{"class":250,"line":258},[248,1507,1509],{"class":1508},"sScJk","openclaw",[248,1511,1512],{"class":295}," auth",[248,1514,1515],{"class":295}," mfa",[248,1517,1518],{"class":295}," enable\n",[248,1520,1521],{"class":250,"line":268},[248,1522,1524],{"emptyLinePlaceholder":1523},true,"\n",[248,1526,1527],{"class":250,"line":283},[248,1528,1529],{"class":1502},"# 配置密码策略\n",[248,1531,1532,1534,1536,1539,1542,1545],{"class":250,"line":292},[248,1533,1509],{"class":1508},[248,1535,1512],{"class":295},[248,1537,1538],{"class":295}," password-policy",[248,1540,1541],{"class":261}," --min-length",[248,1543,1544],{"class":261}," 12",[248,1546,1547],{"class":261}," --require-special\n",[19,1549,1551],{"id":1550},"_2-网络安全","2. 网络安全",[136,1553,1555],{"className":242,"code":1554,"language":244,"meta":145,"style":145},"{\n  \"network\": {\n    \"allowedHosts\": [\"api.openai.com\", \"api.anthropic.com\"],\n    \"blockUnknownHosts\": true,\n    \"proxy\": {\n      \"enabled\": true,\n      \"url\": \"http://proxy.company.com:8080\"\n    }\n  }\n}\n",[143,1556,1557,1561,1568,1585,1596,1603,1613,1623,1627,1631],{"__ignoreMap":145},[248,1558,1559],{"class":250,"line":251},[248,1560,255],{"class":254},[248,1562,1563,1566],{"class":250,"line":258},[248,1564,1565],{"class":261},"  \"network\"",[248,1567,265],{"class":254},[248,1569,1570,1573,1575,1578,1580,1583],{"class":250,"line":268},[248,1571,1572],{"class":261},"    \"allowedHosts\"",[248,1574,382],{"class":254},[248,1576,1577],{"class":295},"\"api.openai.com\"",[248,1579,388],{"class":254},[248,1581,1582],{"class":295},"\"api.anthropic.com\"",[248,1584,404],{"class":254},[248,1586,1587,1590,1592,1594],{"class":250,"line":283},[248,1588,1589],{"class":261},"    \"blockUnknownHosts\"",[248,1591,274],{"class":254},[248,1593,277],{"class":261},[248,1595,280],{"class":254},[248,1597,1598,1601],{"class":250,"line":292},[248,1599,1600],{"class":261},"    \"proxy\"",[248,1602,265],{"class":254},[248,1604,1605,1607,1609,1611],{"class":250,"line":301},[248,1606,1223],{"class":261},[248,1608,274],{"class":254},[248,1610,277],{"class":261},[248,1612,280],{"class":254},[248,1614,1615,1618,1620],{"class":250,"line":309},[248,1616,1617],{"class":261},"      \"url\"",[248,1619,274],{"class":254},[248,1621,1622],{"class":295},"\"http://proxy.company.com:8080\"\n",[248,1624,1625],{"class":250,"line":317},[248,1626,576],{"class":254},[248,1628,1629],{"class":250,"line":323},[248,1630,343],{"class":254},[248,1632,1633],{"class":250,"line":329},[248,1634,349],{"class":254},[19,1636,1638],{"id":1637},"_3-技能管理","3. 技能管理",[136,1640,1642],{"className":1493,"code":1641,"language":1495,"meta":145,"style":145},"# 只安装已验证的技能\nopenclaw skills install --verified-only\n\n# 审计已安装技能\nopenclaw skills audit\n",[143,1643,1644,1649,1662,1666,1671],{"__ignoreMap":145},[248,1645,1646],{"class":250,"line":251},[248,1647,1648],{"class":1502},"# 只安装已验证的技能\n",[248,1650,1651,1653,1656,1659],{"class":250,"line":258},[248,1652,1509],{"class":1508},[248,1654,1655],{"class":295}," skills",[248,1657,1658],{"class":295}," install",[248,1660,1661],{"class":261}," --verified-only\n",[248,1663,1664],{"class":250,"line":268},[248,1665,1524],{"emptyLinePlaceholder":1523},[248,1667,1668],{"class":250,"line":283},[248,1669,1670],{"class":1502},"# 审计已安装技能\n",[248,1672,1673,1675,1677],{"class":250,"line":292},[248,1674,1509],{"class":1508},[248,1676,1655],{"class":295},[248,1678,1679],{"class":295}," audit\n",[19,1681,1683],{"id":1682},"_4-定期安全检查","4. 定期安全检查",[136,1685,1687],{"className":1493,"code":1686,"language":1495,"meta":145,"style":145},"# 运行安全扫描\nopenclaw security scan\n\n# 查看安全报告\nopenclaw security report\n",[143,1688,1689,1694,1704,1708,1713],{"__ignoreMap":145},[248,1690,1691],{"class":250,"line":251},[248,1692,1693],{"class":1502},"# 运行安全扫描\n",[248,1695,1696,1698,1701],{"class":250,"line":258},[248,1697,1509],{"class":1508},[248,1699,1700],{"class":295}," security",[248,1702,1703],{"class":295}," scan\n",[248,1705,1706],{"class":250,"line":268},[248,1707,1524],{"emptyLinePlaceholder":1523},[248,1709,1710],{"class":250,"line":283},[248,1711,1712],{"class":1502},"# 查看安全报告\n",[248,1714,1715,1717,1719],{"class":250,"line":292},[248,1716,1509],{"class":1508},[248,1718,1700],{"class":295},[248,1720,1721],{"class":295}," report\n",[15,1723,1724],{"id":1724},"安全更新",[11,1726,1727],{},"OpenClaw 团队定期发布安全更新：",[93,1729,1730,1736,1742],{},[96,1731,1732,1735],{},[50,1733,1734],{},"安全公告"," - 通过 GitHub Security Advisories 发布",[96,1737,1738,1741],{},[50,1739,1740],{},"自动更新"," - 支持自动安全补丁",[96,1743,1744,1747],{},[50,1745,1746],{},"CVE 追踪"," - 公开披露的漏洞追踪",[136,1749,1751],{"className":1493,"code":1750,"language":1495,"meta":145,"style":145},"# 检查安全更新\nopenclaw update --check-security\n\n# 应用安全补丁\nopenclaw update 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当前最重要的能力结构，包括渠道、控制台、扩展和运行边界。","/docs/manual/core-capabilities",[2197,1943,1955,2198],"capabilities","voice",{"title":2200,"description":2201,"path":2202,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2203},"Dashboard 快速打开与认证行为","基于最新官方 Dashboard 文档，整理 openclaw dashboard 的快速打开路径、token 在浏览器里的保存行为，以及本地与远程打开时最容易混淆的认证边界。","/docs/manual/dashboard-fast-path-and-auth",[1996,2184,2204,2205,2206],"auth","token","browser",{"title":2208,"description":2209,"path":2210,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2211},"Deepgram 音频转录怎么接","基于最新官方 Deepgram provider 文档，整理 OpenClaw 里语音转录的接入方式、配置重点，以及它和聊天模型 provider 的边界。","/docs/manual/deepgram-audio-transcription",[2212,2213,2214,2198,2215],"deepgram","transcription","audio","providers",{"title":2217,"description":2218,"path":2219,"category":2084,"updatedAt":1909,"sourceType":1917,"tags":2220},"Discord 与 Slack 接入重点","团队协作场景里，Discord 和 Slack 分别适合什么、和 Telegram/WhatsApp 的差别在哪里，以及群组响应策略该怎么收敛。","/docs/manual/discord-and-slack",[1943,2152,2221,2087,2222],"slack","team",{"title":2224,"description":2225,"path":2226,"category":2084,"updatedAt":1967,"sourceType":1917,"tags":2227},"Exec 工具、apply_patch 与执行审批","基于官方 exec、apply_patch 和 exec approvals 文档，解释高权限工具如何工作，为什么审批是硬边界，以及哪些配置最值得先看。","/docs/manual/exec-tools-and-approvals",[2228,2229,2230,1944,1920],"exec","apply-patch","approvals",{"title":2232,"description":2233,"path":2234,"category":2084,"updatedAt":2129,"sourceType":1917,"tags":2235},"从 Skills 到 Workflows：OpenClaw 扩展栈完整地图","把 Skills、Tools、插件、Hooks、ClawHub、OpenProse、Lobster 和审批流程收成一张扩展地图，帮助你判断什么时候该引入哪一层复杂度。","/docs/manual/extension-stack-full-map",[1955,1944,2042,2044,2236,2230],"workflows",{"title":2238,"description":2239,"path":2240,"category":2128,"updatedAt":2129,"sourceType":1917,"tags":2241},"Telegram forum topic、群 session 和 thread key 应该怎么一起看","基于最新官方 Groups 与 Channel Routing 文档，整理 Telegram forum topic 在 OpenClaw 里的 session key 形态、topic 级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[2150,2242,2243,2104,2132],"forum-topics","sessions",{"title":2245,"description":2246,"path":2247,"category":2084,"updatedAt":2129,"sourceType":1917,"tags":2248},"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",[1923,1941,1943,2058,1945,1988],{"title":2250,"description":2251,"path":2252,"category":2084,"updatedAt":2119,"sourceType":1917,"tags":2253},"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",[2095,2254,2255,2256,1941],"headless","pairing","devices",{"title":2258,"description":2259,"path":2260,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2261},"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",[2044,2262,2263,1988,2042],"lifecycle","events",{"title":2265,"description":2266,"path":2267,"category":2084,"updatedAt":1909,"sourceType":1917,"tags":2268},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[2044,1988,2236,2263],{"title":2270,"description":2271,"path":2272,"category":2084,"updatedAt":2101,"sourceType":1917,"tags":2273},"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",[2274,2275,2276,2277,2278],"messages","queueing","dedupe","debounce","delivery",{"title":2280,"description":2281,"path":2282,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2283},"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",[2284,2285,2286,1921,2035],"ollama","local-model","llm",{"title":2288,"description":2289,"path":2290,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2291},"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",[2292,2095,2139,2293,2294],"location","permissions","gps",{"title":2296,"description":2297,"path":2298,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2299},"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",[1945,2300,2243,2301,2302],"markdown","memory_search","memory_get",{"title":2304,"description":2305,"path":2306,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2307},"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",[1945,2042,2308,2309,2300],"lancedb","memory-core",{"title":2311,"description":2312,"path":2313,"category":2084,"updatedAt":1967,"sourceType":1917,"tags":2314},"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",[1945,2315,2316,2317,2308],"search","indexing","embeddings",{"title":2319,"description":2320,"path":2321,"category":2084,"updatedAt":1909,"sourceType":2085,"tags":2322},"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",[1945,2088,2123,2323],"logs",{"title":2325,"description":2326,"path":2327,"category":2084,"updatedAt":1909,"sourceType":1917,"tags":2328},"Memory、Tools、Skills 如何协同","记忆层负责保留什么，Tools 负责执行什么，Skills 负责组织什么，三者该怎么分工才不会让 OpenClaw 越用越乱。","/docs/manual/memory-tools-skills-playbook",[1945,1944,1955,2088,1987],{"title":2330,"description":2331,"path":2332,"category":2084,"updatedAt":1967,"sourceType":1917,"tags":2333},"消息投递、重试与响应行为","基于官方 retry、messages 和 FAQ 文档，解释消息发送失败时 OpenClaw 会重试什么，不会重试什么，以及为什么群聊和渠道行为会不同。","/docs/manual/message-retries-and-delivery",[2274,2334,2278,2150,2152],"retry",{"title":2336,"description":2337,"path":2338,"category":2128,"updatedAt":2129,"sourceType":1917,"tags":2339},"模型 allowlist、alias 和图片能力门控应该怎么理解","基于最新官方 Models CLI 文档，整理 agents.defaults.models、primary、fallbacks、imageModel 和 imageGenerationModel 的职责，帮助团队理解模型白名单和共享能力门控到底会影响什么。","/docs/manual/model-allowlists-and-capability-gating",[2058,2340,2341,2342,2343,2132],"allowlist","aliases","image","gating",{"title":2345,"description":2346,"path":2347,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2348},"OpenClaw 的 Models 应该怎么理解","理解 OpenClaw 里模型层的角色、选择思路和常见配置边界，避免把所有问题都误判成模型问题。","/docs/manual/models-overview",[2058,2286,2215,2104],{"title":2350,"description":2351,"path":2352,"category":2084,"updatedAt":1909,"sourceType":1917,"tags":2353},"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",[2095,2139,2138,2198,2255],{"title":2355,"description":2356,"path":2357,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2358},"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",[2359,2360,2043,2230,1987],"openprose","lobster",{"title":2362,"description":2363,"path":2364,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2365},"插件托管 hooks 与扩展能力边界","基于最新官方 Plugins 与 Hooks 文档，整理插件托管 hooks 的工作方式、显示位置、启停边界，以及为什么它和独立 hook pack 不是同一种治理对象。","/docs/manual/plugin-managed-hooks",[2042,2044,1988,2177,2366],"governance",{"title":2368,"description":2369,"path":2370,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2371},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 的必填字段、校验规则，以及为什么插件清单会直接影响配置是否可通过。","/docs/manual/plugin-manifest",[2042,2372,2373,2374,1954],"manifest","schema","validation",{"title":2376,"description":2377,"path":2378,"category":2084,"updatedAt":2008,"sourceType":1917,"tags":2379},"插件包与频道目录元信息","根据最新官方插件文档，解释 package packs、插件 id 生成规则、openclaw.channel 元信息，以及为什么这些字段会影响安装与引导体验。","/docs/manual/plugin-package-packs",[2042,2380,1943,2381,2177],"package-packs","metadata",{"title":2383,"description":2384,"path":2385,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2386},"OpenClaw 插件系统怎么用","基于官方插件与 CLI 文档，解释插件和 Skills、Tools 的边界，说明安装、启用、更新与风险控制的基本方法。","/docs/manual/plugins-overview",[2042,2177,1955,1944,2387],"cli",{"title":2389,"description":2390,"path":2391,"category":2084,"updatedAt":2050,"sourceType":1917,"tags":2392},"模型提供商与故障转移","基于官方 providers 文档，整理 OpenClaw 常见 provider、默认模型写法、fallback 思路和长期运行时的配置重点。","/docs/manual/providers-and-fallback",[2215,2058,2393,2394,2284],"fallback","openrouter",{"title":2396,"description":2397,"path":2398,"category":2084,"updatedAt":1909,"sourceType":2085,"tags":2399},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 隔离来识别用户并保护上下文边界。","/docs/manual/session-and-pairing",[2123,2255,1943,2204],{"title":2401,"description":2402,"path":2403,"category":2128,"updatedAt":2129,"sourceType":1917,"tags":2404},"session memory search 什么时候值得开，什么时候先别开","基于最新官方 Memory 与 memory CLI 文档，整理 OpenClaw 的 session memory search、异步索引刷新、delta threshold 和 embedding cache 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文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[2184,2255,2256,2206,2547],{"title":2798,"description":2799,"path":2800,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2801},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[2532,2334,2802,2803,2730],"scheduler","queue",{"title":2805,"description":2806,"path":2807,"category":2724,"updatedAt":2485,"sourceType":1917,"tags":2808},"Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解","基于最新官方 Dashboard 文档，解释 openclaw dashboard 在普通 token、SecretRef token 和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1996,2205,2809,2810,2204],"secretref","sessionStorage",{"title":2812,"description":2813,"path":2814,"category":2815,"updatedAt":1967,"sourceType":1917,"tags":2816},"调试、运行时覆盖与开发排障","基于官方 debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 以及排查流式输出异常时最值得先看的入口。","/docs/reference/debugging-and-runtime-overrides","排错",[2817,2818,2819,2566,2323],"debugging","debug","runtime-overrides",{"title":2821,"description":2822,"path":2823,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2824},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[2736,2825,2826,2818,2730],"logging","flags",{"title":2828,"description":2829,"path":2830,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2831},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[2123,2832,2833,2104,2730],"dmScope","identityLinks",{"title":2835,"description":2836,"path":2837,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2838},"doctor 的 repair、force 和 non-interactive 应该怎么选","基于最新官方 Doctor 文档，解释 openclaw doctor 在 interactive、--repair、--force、--yes、--non-interactive 和 --deep 之间各自会做什么，避免把修复模式混成“越猛越好”。","/docs/reference/doctor-repair-modes",[2566,2567,2736,2839,2730],"migrations",{"title":2841,"description":2842,"path":2843,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2844},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[2428,1954,2131,2845,2730],"shell",{"title":2847,"description":2848,"path":2849,"category":2724,"updatedAt":2050,"sourceType":1938,"tags":2850},"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",[2851,2642,2175,2852,2644],"sources","trust",{"title":2854,"description":2855,"path":2856,"category":2724,"updatedAt":2008,"sourceType":1917,"tags":2857},"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",[1941,2858,2387,2493,2096],"rpc",{"title":2860,"description":2861,"path":2862,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2863},"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",[2255,2256,1941,2095,2730],{"title":2865,"description":2866,"path":2867,"category":2724,"updatedAt":2485,"sourceType":1917,"tags":2868},"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",[2123,1941,2065,1996,2730],{"title":2870,"description":2871,"path":2872,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2873},"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",[1941,2493,2874,2875,2730],"protocol","scopes",{"title":2877,"description":2878,"path":2879,"category":2724,"updatedAt":2119,"sourceType":1917,"tags":2880},"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",[2122,2881,2104,2340,2274],"mention",{"title":2883,"description":2884,"path":2885,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2886},"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",[2540,2887,2888,2889,2730],"visibility","activeHours","alerts",{"title":2891,"description":2892,"path":2893,"category":2724,"updatedAt":2119,"sourceType":1917,"tags":2894},"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",[2487,2493,2895,1941,2730],"sdk",{"title":2897,"description":2898,"path":2899,"category":2724,"updatedAt":2119,"sourceType":1917,"tags":2900},"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",[1954,2901,2517,2902,2730],"include","arrays",{"title":2904,"description":2905,"path":2906,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2907},"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",[2360,2908,2230,1987,2730],"invoke",{"title":2910,"description":2911,"path":2912,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2913},"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",[1945,2914,2915,2916,2917,2730],"hybrid-search","ranking","mmr","retrieval",{"title":2919,"description":2920,"path":2921,"category":2724,"updatedAt":2050,"sourceType":1917,"tags":2922},"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",[2058,2923,2204,2215,2730],"probe",{"title":2925,"description":2926,"path":2927,"category":2724,"updatedAt":2423,"sourceType":1917,"tags":2928},"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",[2255,2256,2760,2929,2547],"credentials",{"title":2931,"description":2932,"path":2933,"category":2724,"updatedAt":2050,"sourceType":1917,"tags":2934},"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",[2042,2158,2935,2936,2644,2730],"npm","pin",{"title":2938,"description":2939,"path":2940,"category":2815,"updatedAt":2008,"sourceType":1917,"tags":2941},"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",[2817,2942,2323,2215,1921],"raw-stream",{"title":2944,"description":2945,"path":2946,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2947},"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",[2010,2948,2204,1941,2730],"tlsFingerprint",{"title":2950,"description":2951,"path":2952,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2953},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[2122,2954,2955,2956,2730],"mentions","pending-history","reply",{"title":2958,"description":2959,"path":2960,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":2961},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[2962,2963,2964,2215,2730],"secrets","secretrefs","runtime",{"title":2966,"description":2967,"path":2968,"category":2724,"updatedAt":2119,"sourceType":1917,"tags":2969},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[2123,1920,2832,2255,2340],{"title":2971,"description":2972,"path":2973,"category":2724,"updatedAt":2974,"sourceType":1917,"tags":2975},"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",[2123,2976,2977,2442,2730],"transcript","jsonl",{"title":2979,"description":2980,"path":2981,"category":2724,"updatedAt":2974,"sourceType":1917,"tags":2982},"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",[2243,2387,2983,2668,1961],"store",{"title":2985,"description":2986,"path":2987,"category":2724,"updatedAt":2129,"sourceType":1917,"tags":2988},"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",[1920,2683,2668,2989,2730],"ingress",{"title":2991,"description":2992,"path":2993,"category":2724,"updatedAt":2008,"sourceType":1917,"tags":2994},"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",[2387,2575,2995,2323,2996],"health","troubleshooting",{"title":2998,"description":2999,"path":3000,"category":2724,"updatedAt":2974,"sourceType":1917,"tags":3001},"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",[2976,3002,2215,3003,2730],"hygiene","tool-calls",{"title":3005,"description":3006,"path":3007,"category":2815,"updatedAt":1909,"sourceType":1917,"tags":3008},"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",[2996,2566,2575,2323],{"title":3010,"description":3011,"path":3012,"category":2724,"updatedAt":2101,"sourceType":1917,"tags":3013},"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",[2065,3014,3015,2976,2730],"history","inject",{"title":3017,"description":3018,"path":3019,"category":3020,"updatedAt":2050,"sourceType":1917,"tags":3021},"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",[3022,3023,3024,3025,2594,2595],"china","cloud","deployment","feishu",{"title":3027,"description":3028,"path":3029,"category":3020,"updatedAt":1909,"sourceType":1917,"tags":3030},"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",[3024,2011,3031,3023,3032],"docker","wsl2",{"title":3034,"description":3035,"path":3036,"category":3020,"updatedAt":2433,"sourceType":1917,"tags":3037},"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",[1994,2935,3038,3032],"install-script",{"title":3040,"description":3041,"path":3042,"category":3020,"updatedAt":2008,"sourceType":1917,"tags":3043},"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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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",[2184,1996,2525,2255,2010],{"title":3371,"description":3372,"path":3373,"category":3292,"date":2485,"updatedAt":2485,"sourceType":1917,"source":3306,"tags":3374},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[1996,3375,2809,2204,2184],"bootstrap",{"title":3377,"description":3378,"path":3379,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3306,"tags":3380},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[1996,2065,2205,2809,2104,3381],"web",{"title":3383,"description":3384,"path":3385,"category":3087,"date":1937,"updatedAt":1937,"sourceType":2175,"source":3386,"tags":3387},"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",[1952,1955,2176,3022],{"title":3389,"description":3390,"path":3391,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3392,"tags":3393},"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",[2256,2255,2205,2560,3394],"rotate",{"title":3396,"description":3397,"path":3398,"category":3292,"date":2101,"updatedAt":2101,"sourceType":1917,"source":3399,"tags":3400},"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",[2566,2736,2567,2817,1961],{"title":3402,"description":3403,"path":3404,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3399,"tags":3405},"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",[2566,2567,2425,2645,2736],{"title":3407,"description":3408,"path":3409,"category":3410,"date":1937,"updatedAt":1937,"sourceType":2175,"source":3411,"tags":3412},"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",[3413,3414,3415,3416],"education","adoption","ai-tutor","higher-education",{"title":3418,"description":3419,"path":3420,"category":3410,"date":1937,"updatedAt":1937,"sourceType":2175,"source":3421,"tags":3422},"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",[1922,3024,1987,3022],{"title":3424,"description":3425,"path":3426,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3427,"tags":3428},"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",[1955,2158,2042,2044,2177],{"title":3430,"description":3431,"path":3432,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3433,"tags":3434},"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",[1941,2255,3435,2205,2095],"pending",{"title":3437,"description":3438,"path":3439,"category":3292,"date":2485,"updatedAt":2485,"sourceType":1917,"source":3440,"tags":3441},"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",[1941,2123,2065,1996,3442],"state",{"title":3444,"description":3445,"path":3446,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3447,"tags":3448},"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 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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",[3467,1945,2213,3504,3505],"vector-search","knowledge",{"title":3507,"description":3508,"path":3509,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3510,"tags":3511},"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",[2881,2122,2150,2152,2221],{"title":3513,"description":3514,"path":3515,"category":3292,"date":2101,"updatedAt":2101,"sourceType":1917,"source":3516,"tags":3517},"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",[2274,2065,2104,2278,1943],{"title":3519,"description":3520,"path":3521,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3349,"tags":3522},"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",[2058,2923,2215,2204,2604],{"title":3524,"description":3525,"path":3526,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3527,"tags":3528},"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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等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[2255,2760,1943,2761,1961],{"title":3553,"description":3554,"path":3555,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3556,"tags":3557},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[2042,2176,2044,2175,2177],{"title":3559,"description":3560,"path":3561,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3562,"tags":3563},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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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",[2215,2058,2095,2204,2366],{"title":3577,"description":3578,"path":3579,"category":3292,"date":2129,"updatedAt":2129,"sourceType":1917,"source":3580,"tags":3581},"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",[2215,2729,2058,1941,1961],{"title":3583,"description":3584,"path":3585,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3286,"tags":3586},"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",[2642,2643,2645,2644],{"title":3588,"description":3589,"path":3590,"category":3292,"date":2101,"updatedAt":2101,"sourceType":1917,"source":3306,"tags":3591},"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",[1996,2255,2095,2010,2547],{"title":3593,"description":3594,"path":3595,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3596,"tags":3597},"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",[2104,2103,3598,1943,2105],"threads",{"title":3600,"description":3601,"path":3602,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3603,"tags":3604},"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",[2963,3605,3606,2962,1961],"snapshot","rotation",{"title":3608,"description":3609,"path":3610,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3475,"tags":3611},"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",[2123,1920,2832,2255,2683],{"title":3613,"description":3614,"path":3615,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3616,"tags":3617},"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",[1920,2668,2670,2669,1961],{"title":3619,"description":3620,"path":3621,"category":3622,"date":1937,"updatedAt":1937,"sourceType":2175,"source":3623,"tags":3624},"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",[1920,3625,1921,1922],"compliance",{"title":3627,"description":3628,"path":3629,"category":3292,"date":2101,"updatedAt":2101,"sourceType":1917,"source":3603,"tags":3630},"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",[1920,2962,2230,3631,1961],"proxy",{"title":3633,"description":3634,"path":3635,"category":3292,"date":2974,"updatedAt":2974,"sourceType":1917,"source":3636,"tags":3637},"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",[2123,2977,2442,2976,1941],{"title":3639,"description":3640,"path":3641,"category":3292,"date":2974,"updatedAt":2974,"sourceType":1917,"source":3642,"tags":3643},"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",[2243,2387,2983,2668,1961],{"title":3645,"description":3646,"path":3647,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3648,"tags":3649},"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",[1920,2683,2684,3650,1941],"sandbox",{"title":3652,"description":3653,"path":3654,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3465,"tags":3655},"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",[3467,2175,2150,1955,1988],{"title":3657,"description":3658,"path":3659,"category":3292,"date":2129,"updatedAt":2129,"sourceType":1917,"source":3648,"tags":3660},"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",[2683,2833,2121,2104,1920],{"title":3662,"description":3663,"path":3664,"category":3292,"date":2974,"updatedAt":2974,"sourceType":1917,"source":3665,"tags":3666},"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",[2976,2215,3002,3003,3667],"compatibility",{"title":3669,"description":3670,"path":3671,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3325,"tags":3672},"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",[2703,1920,2010,1941,2204],{"title":3674,"description":3675,"path":3676,"category":3292,"date":2485,"updatedAt":2485,"sourceType":1917,"source":3440,"tags":3677},"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",[1941,2065,2487,2817,2123],{"title":3679,"description":3680,"path":3681,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3682,"tags":3683},"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",[3051,2645,2748,1941,3442],{"title":3685,"description":3686,"path":3687,"category":3292,"date":2050,"updatedAt":2050,"sourceType":1917,"source":3688,"tags":3689},"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",[2715,2716,2717,2718,2719],{"title":3691,"description":3692,"path":3693,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3465,"tags":3694},"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",[3467,2198,3695,3696,2213],"phone","tts",{"title":3698,"description":3699,"path":3700,"category":3292,"date":2119,"updatedAt":2119,"sourceType":1917,"source":3701,"tags":3702},"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",[2198,2473,2474,2095,2256],{"title":3704,"description":3705,"path":3706,"category":3087,"date":2008,"updatedAt":2008,"sourceType":1917,"source":3306,"tags":3707},"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",[1996,2065,2493,2184,3381],{"title":3709,"description":3710,"path":3711,"category":3292,"date":2485,"updatedAt":2485,"sourceType":1917,"source":3712,"tags":3713},"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",[2065,1996,2487,1941,2236],{"title":3715,"description":3716,"path":3717,"category":3292,"date":2101,"updatedAt":2101,"sourceType":1917,"source":3568,"tags":3718},"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",[1987,2360,2158,2230,2366],{"title":3720,"description":3721,"path":3722,"category":3723,"date":3724,"updatedAt":3724,"sourceType":1938,"source":3725,"tags":3726},"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",[3727,3728,1944,3467,3729],"site-update","content","weekly",{"title":3731,"description":3732,"path":3733,"category":3734,"date":3088,"updatedAt":1909,"sourceType":1917,"source":1915,"tags":3735},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 强调数据本地存储，用户数据保留在自有设备上，不上传到云端。","/news/privacy-first","产品理念",[1921,3736,1920,3737],"local-first","data",{"title":3739,"description":3740,"path":3741,"category":3204,"date":3088,"updatedAt":1909,"sourceType":2782,"source":3205,"tags":3742},"OpenClaw 项目持续活跃：主仓库星标突破 287k","OpenClaw 开源项目持续快速发展，主仓库星标数突破 287,000，ClawHub 技能目录已收录 349 个开源项目。","/news/project-update-march-2026",[2782,3207,2175,3161],{"title":3744,"description":3745,"path":3746,"category":3277,"date":3248,"updatedAt":1967,"sourceType":1917,"source":1915,"tags":3747},"OpenClaw 2026 年第一季度回顾","回顾 OpenClaw 在 2026 年第一季度的重要更新、社区成长和产品里程碑。","/news/q1-2026-review",[3748,3749,3750,3208],"quarterly","review","2026",{"title":5,"description":1910,"path":1913,"category":1908,"date":1909,"updatedAt":1924,"sourceType":1917,"source":1915,"tags":3752},[1920,1921,1922,1923],{"title":3754,"description":3755,"path":3756,"category":1734,"date":1909,"updatedAt":1909,"sourceType":2175,"source":3757,"tags":3758},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全社区",[1920,1921,2627,2052],{"title":3760,"description":3761,"path":3762,"category":3166,"date":3088,"updatedAt":1909,"sourceType":1917,"source":1915,"tags":3763},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[2411,1921,3168,1970],{"title":3765,"description":3766,"path":3767,"category":3145,"date":3113,"updatedAt":1967,"sourceType":2782,"source":3114,"tags":3768},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 个，覆盖更多应用场景。","/news/skills-marketplace-400",[1955,3208,2175,3769],"marketplace",{"title":3771,"description":3772,"path":3773,"category":3166,"date":3088,"updatedAt":1909,"sourceType":1917,"source":1915,"tags":3774},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 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