[{"data":1,"prerenderedAt":3782},["ShallowReactive",2],{"news:open-source-anniversary":3,"content-manifest":1271},{"id":4,"title":5,"author":6,"body":7,"category":1253,"date":1254,"description":1255,"extension":1256,"meta":1257,"navigation":1091,"path":1258,"seo":1259,"source":1260,"sourceName":1261,"sourceType":1262,"stem":1263,"tags":1264,"updatedAt":1269,"__hash__":1270},"news/news/open-source-anniversary.md","OpenClaw 开源一周年：回顾与展望","OpenClaw Team",{"type":8,"value":9,"toc":1205},"minimark",[10,14,18,22,114,117,128,131,135,164,168,194,198,224,228,254,257,260,321,324,394,397,458,461,464,470,473,548,551,565,568,571,643,646,666,669,672,732,735,761,764,767,817,820,831,834,837,840,910,913,916,936,939,942,953,956,960,965,979,983,997,1001,1015,1018,1021,1048,1051,1054,1056,1131,1134,1151,1154,1192,1195,1201],[11,12,13],"p",{},"2025年3月1日，OpenClaw 正式开源。一年后的今天，我们回顾这段旅程，感谢社区的每一位贡献者。",[15,16,17],"h2",{"id":17},"里程碑回顾",[19,20,21],"h3",{"id":21},"项目数据",[23,24,25,44],"table",{},[26,27,28],"thead",{},[29,30,31,35,38,41],"tr",{},[32,33,34],"th",{},"指标",[32,36,37],{},"开源时",[32,39,40],{},"一周年",[32,42,43],{},"增长",[45,46,47,62,76,90,102],"tbody",{},[29,48,49,53,56,59],{},[50,51,52],"td",{},"GitHub Stars",[50,54,55],{},"0",[50,57,58],{},"287,000",[50,60,61],{},"-",[29,63,64,67,70,73],{},[50,65,66],{},"贡献者",[50,68,69],{},"3",[50,71,72],{},"1,137+",[50,74,75],{},"379x",[29,77,78,81,84,87],{},[50,79,80],{},"代码提交",[50,82,83],{},"50",[50,85,86],{},"5,200+",[50,88,89],{},"104x",[29,91,92,95,97,100],{},[50,93,94],{},"Issue 处理",[50,96,55],{},[50,98,99],{},"3,500+",[50,101,61],{},[29,103,104,107,109,112],{},[50,105,106],{},"Pull Requests",[50,108,55],{},[50,110,111],{},"2,800+",[50,113,61],{},[19,115,116],{"id":116},"版本演进",[118,119,124],"pre",{"className":120,"code":122,"language":123},[121],"language-text","时间线：\n2025.03 ─── v0.1.0 (MVP)\n    │\n2025.06 ─── v0.5.0 (稳定版)\n    │\n2025.09 ─── v1.0.0 (正式版)\n    │\n2025.12 ─── v1.5.0 (Canvas)\n    │\n2026.03 ─── v2.0.0 (多Agent)\n","text",[125,126,122],"code",{"__ignoreMap":127},"",[15,129,130],{"id":130},"功能演进",[19,132,134],{"id":133},"第一阶段基础能力-2025-q1-q2","第一阶段：基础能力 (2025 Q1-Q2)",[136,137,138,146,152,158],"ul",{},[139,140,141,145],"li",{},[142,143,144],"strong",{},"核心架构"," - Gateway、Memory、Skills 基础框架",[139,147,148,151],{},[142,149,150],{},"基础渠道"," - Discord、Telegram、Slack",[139,153,154,157],{},[142,155,156],{},"模型支持"," - OpenAI GPT 系列",[139,159,160,163],{},[142,161,162],{},"CLI 工具"," - 命令行管理工具",[19,165,167],{"id":166},"第二阶段能力扩展-2025-q3","第二阶段：能力扩展 (2025 Q3)",[136,169,170,176,182,188],{},[139,171,172,175],{},[142,173,174],{},"多模型支持"," - Claude、本地模型",[139,177,178,181],{},[142,179,180],{},"渠道扩展"," - WhatsApp、Signal、飞书",[139,183,184,187],{},[142,185,186],{},"技能市场"," - ClawHub 上线",[139,189,190,193],{},[142,191,192],{},"API v1"," - 开发者 API 发布",[19,195,197],{"id":196},"第三阶段体验升级-2025-q4","第三阶段：体验升级 (2025 Q4)",[136,199,200,206,212,218],{},[139,201,202,205],{},[142,203,204],{},"Canvas"," - 可视化交互界面",[139,207,208,211],{},[142,209,210],{},"语音功能"," - 语音输入输出",[139,213,214,217],{},[142,215,216],{},"移动端"," - iOS/Android 应用",[139,219,220,223],{},[142,221,222],{},"企业版"," - 企业级部署方案",[19,225,227],{"id":226},"第四阶段智能化-2026-q1","第四阶段：智能化 (2026 Q1)",[136,229,230,236,242,248],{},[139,231,232,235],{},[142,233,234],{},"多 Agent"," - 协作式 AI 代理",[139,237,238,241],{},[142,239,240],{},"API v2"," - 全新开发者 API",[139,243,244,247],{},[142,245,246],{},"安全增强"," - 企业级安全特性",[139,249,250,253],{},[142,251,252],{},"性能优化"," - 全面性能提升",[15,255,256],{"id":256},"社区成长",[19,258,259],{"id":259},"贡献者分布",[23,261,262,275],{},[26,263,264],{},[29,265,266,269,272],{},[32,267,268],{},"地区",[32,270,271],{},"贡献者数量",[32,273,274],{},"占比",[45,276,277,288,299,310],{},[29,278,279,282,285],{},[50,280,281],{},"北美",[50,283,284],{},"380",[50,286,287],{},"33%",[29,289,290,293,296],{},[50,291,292],{},"欧洲",[50,294,295],{},"290",[50,297,298],{},"26%",[29,300,301,304,307],{},[50,302,303],{},"亚洲",[50,305,306],{},"320",[50,308,309],{},"28%",[29,311,312,315,318],{},[50,313,314],{},"其他",[50,316,317],{},"147",[50,319,320],{},"13%",[19,322,323],{"id":323},"贡献类型",[23,325,326,338],{},[26,327,328],{},[29,329,330,333,336],{},[32,331,332],{},"类型",[32,334,335],{},"数量",[32,337,274],{},[45,339,340,351,362,372,383],{},[29,341,342,345,348],{},[50,343,344],{},"代码贡献",[50,346,347],{},"2,800 PRs",[50,349,350],{},"45%",[29,352,353,356,359],{},[50,354,355],{},"文档改进",[50,357,358],{},"1,200 commits",[50,360,361],{},"20%",[29,363,364,367,370],{},[50,365,366],{},"技能开发",[50,368,369],{},"400+ skills",[50,371,361],{},[29,373,374,377,380],{},[50,375,376],{},"问题反馈",[50,378,379],{},"3,500 issues",[50,381,382],{},"10%",[29,384,385,388,391],{},[50,386,387],{},"翻译贡献",[50,389,390],{},"15 语言",[50,392,393],{},"5%",[19,395,396],{"id":396},"社区活动",[23,398,399,412],{},[26,400,401],{},[29,402,403,406,409],{},[32,404,405],{},"活动",[32,407,408],{},"场次",[32,410,411],{},"参与人数",[45,413,414,425,436,447],{},[29,415,416,419,422],{},[50,417,418],{},"线上 Meetup",[50,420,421],{},"24",[50,423,424],{},"12,000+",[29,426,427,430,433],{},[50,428,429],{},"技术分享",[50,431,432],{},"48",[50,434,435],{},"8,000+",[29,437,438,441,444],{},[50,439,440],{},"黑客松",[50,442,443],{},"4",[50,445,446],{},"2,000+",[29,448,449,452,455],{},[50,450,451],{},"线下聚会",[50,453,454],{},"12",[50,456,457],{},"3,000+",[15,459,460],{"id":460},"技术成就",[19,462,463],{"id":463},"架构演进",[118,465,468],{"className":466,"code":467,"language":123},[121],"v0.1.0 架构：\n┌─────────┐\n│  CLI    │\n└────┬────┘\n     │\n┌────┴────┐\n│ Gateway │\n└────┬────┘\n     │\n┌────┴────┐\n│   LLM   │\n└─────────┘\n\nv2.0.0 架构：\n┌────────┬────────┬────────┐\n│  CLI   │ Mobile │  Web   │\n└───┬────┴───┬────┴───┬────┘\n    │        │        │\n    └────────┴────────┘\n             │\n    ┌────────┴────────┐\n    │     Gateway     │\n    └────────┬────────┘\n             │\n    ┌────────┼────────┐\n    │        │        │\n┌───┴───┐ ┌──┴──┐ ┌───┴───┐\n│Memory │ │Skills│ │Agents │\n└───────┘ └──────┘ └───────┘\n",[125,469,467],{"__ignoreMap":127},[19,471,472],{"id":472},"性能提升",[23,474,475,490],{},[26,476,477],{},[29,478,479,481,484,487],{},[32,480,34],{},[32,482,483],{},"v0.1.0",[32,485,486],{},"v2.0.0",[32,488,489],{},"提升",[45,491,492,506,520,534],{},[29,493,494,497,500,503],{},[50,495,496],{},"响应延迟",[50,498,499],{},"2.5s",[50,501,502],{},"0.3s",[50,504,505],{},"88% ↓",[29,507,508,511,514,517],{},[50,509,510],{},"内存占用",[50,512,513],{},"500MB",[50,515,516],{},"150MB",[50,518,519],{},"70% ↓",[29,521,522,525,528,531],{},[50,523,524],{},"并发处理",[50,526,527],{},"10",[50,529,530],{},"1000",[50,532,533],{},"100x",[29,535,536,539,542,545],{},[50,537,538],{},"启动时间",[50,540,541],{},"15s",[50,543,544],{},"2s",[50,546,547],{},"87% ↓",[19,549,550],{"id":550},"安全改进",[136,552,553,556,559,562],{},[139,554,555],{},"安全审计：3 次外部审计",[139,557,558],{},"漏洞修复：47 个安全漏洞修复",[139,560,561],{},"认证方式：从单一密码到多因素认证",[139,563,564],{},"加密标准：从 TLS 1.2 升级到 TLS 1.3",[15,566,567],{"id":567},"企业采用",[19,569,570],{"id":570},"行业分布",[23,572,573,586],{},[26,574,575],{},[29,576,577,580,583],{},[32,578,579],{},"行业",[32,581,582],{},"企业数量",[32,584,585],{},"典型用例",[45,587,588,599,610,621,632],{},[29,589,590,593,596],{},[50,591,592],{},"科技",[50,594,595],{},"280",[50,597,598],{},"开发辅助、客服",[29,600,601,604,607],{},[50,602,603],{},"金融",[50,605,606],{},"150",[50,608,609],{},"数据分析、合规",[29,611,612,615,618],{},[50,613,614],{},"制造",[50,616,617],{},"120",[50,619,620],{},"流程自动化",[29,622,623,626,629],{},[50,624,625],{},"医疗",[50,627,628],{},"80",[50,630,631],{},"文档处理、诊断辅助",[29,633,634,637,640],{},[50,635,636],{},"教育",[50,638,639],{},"70",[50,641,642],{},"教学辅助、内容生成",[19,644,645],{"id":645},"知名用户",[136,647,648,654,660],{},[139,649,650,653],{},[142,651,652],{},"科技公司","：多家知名科技公司采用 OpenClaw 进行内部效率提升",[139,655,656,659],{},[142,657,658],{},"金融机构","：多家银行和保险公司用于客户服务和数据分析",[139,661,662,665],{},[142,663,664],{},"教育机构","：多所大学用于教学和研究辅助",[15,667,668],{"id":668},"开源生态",[19,670,671],{"id":671},"衍生项目",[23,673,674,687],{},[26,675,676],{},[29,677,678,681,684],{},[32,679,680],{},"项目",[32,682,683],{},"描述",[32,685,686],{},"Stars",[45,688,689,700,710,721],{},[29,690,691,694,697],{},[50,692,693],{},"openclaw-sdk",[50,695,696],{},"官方 SDK",[50,698,699],{},"15,000",[29,701,702,705,707],{},[50,703,704],{},"clawhub",[50,706,186],{},[50,708,709],{},"12,000",[29,711,712,715,718],{},[50,713,714],{},"openclaw-ui",[50,716,717],{},"Web UI",[50,719,720],{},"8,000",[29,722,723,726,729],{},[50,724,725],{},"openclaw-ansible",[50,727,728],{},"部署工具",[50,730,731],{},"5,000",[19,733,734],{"id":734},"社区项目",[136,736,737,743,749,755],{},[139,738,739,742],{},[142,740,741],{},"第三方客户端","：10+ 个社区开发的客户端",[139,744,745,748],{},[142,746,747],{},"技能包","：400+ 个社区贡献的技能",[139,750,751,754],{},[142,752,753],{},"集成插件","：50+ 个平台集成",[139,756,757,760],{},[142,758,759],{},"教程资源","：200+ 篇社区教程",[15,762,763],{"id":763},"荣誉与认可",[19,765,766],{"id":766},"开源奖项",[23,768,769,782],{},[26,770,771],{},[29,772,773,776,779],{},[32,774,775],{},"奖项",[32,777,778],{},"组织",[32,780,781],{},"时间",[45,783,784,795,806],{},[29,785,786,789,792],{},[50,787,788],{},"最佳开源项目",[50,790,791],{},"GitHub Universe",[50,793,794],{},"2025.10",[29,796,797,800,803],{},[50,798,799],{},"最具潜力项目",[50,801,802],{},"OSCON",[50,804,805],{},"2025.08",[29,807,808,811,814],{},[50,809,810],{},"开源之星",[50,812,813],{},"InfoWorld",[50,815,816],{},"2025.12",[19,818,819],{"id":819},"媒体报道",[136,821,822,825,828],{},[139,823,824],{},"TechCrunch: \"OpenClaw 正在重新定义 AI 助手\"",[139,826,827],{},"The Verge: \"开源 AI 的新标杆\"",[139,829,830],{},"Wired: \"为什么 OpenClaw 如此重要\"",[15,832,833],{"id":833},"感谢",[19,835,836],{"id":836},"核心贡献者",[11,838,839],{},"感谢以下核心贡献者的持续付出：",[23,841,842,854],{},[26,843,844],{},[29,845,846,848,851],{},[32,847,66],{},[32,849,850],{},"贡献领域",[32,852,853],{},"Commits",[45,855,856,866,877,888,899],{},[29,857,858,861,863],{},[50,859,860],{},"@core-dev-1",[50,862,144],{},[50,864,865],{},"500+",[29,867,868,871,874],{},[50,869,870],{},"@core-dev-2",[50,872,873],{},"技能系统",[50,875,876],{},"400+",[29,878,879,882,885],{},[50,880,881],{},"@core-dev-3",[50,883,884],{},"渠道集成",[50,886,887],{},"350+",[29,889,890,893,896],{},[50,891,892],{},"@core-dev-4",[50,894,895],{},"文档",[50,897,898],{},"300+",[29,900,901,904,907],{},[50,902,903],{},"@core-dev-5",[50,905,906],{},"测试",[50,908,909],{},"250+",[19,911,912],{"id":912},"企业赞助商",[11,914,915],{},"感谢以下企业的赞助支持：",[136,917,918,924,930],{},[139,919,920,923],{},[142,921,922],{},"铂金赞助商","：3 家",[139,925,926,929],{},[142,927,928],{},"金牌赞助商","：8 家",[139,931,932,935],{},[142,933,934],{},"银牌赞助商","：15 家",[19,937,938],{"id":938},"社区志愿者",[11,940,941],{},"感谢所有社区志愿者的无私奉献：",[136,943,944,947,950],{},[139,945,946],{},"文档翻译志愿者：100+",[139,948,949],{},"社区管理志愿者：50+",[139,951,952],{},"活动组织志愿者：30+",[15,954,955],{"id":955},"未来展望",[19,957,959],{"id":958},"_2026-路线图","2026 路线图",[961,962,964],"h4",{"id":963},"q2-2026","Q2 2026",[136,966,967,970,973,976],{},[139,968,969],{},"可视化工作流编辑器",[139,971,972],{},"Agent 学习和优化",[139,974,975],{},"更多本地模型支持",[139,977,978],{},"企业版功能增强",[961,980,982],{"id":981},"q3-2026","Q3 2026",[136,984,985,988,991,994],{},[139,986,987],{},"多租户支持",[139,989,990],{},"高级分析面板",[139,992,993],{},"边缘计算支持",[139,995,996],{},"更多行业解决方案",[961,998,1000],{"id":999},"q4-2026","Q4 2026",[136,1002,1003,1006,1009,1012],{},[139,1004,1005],{},"Agent 市场",[139,1007,1008],{},"联邦学习支持",[139,1010,1011],{},"更多 AI 模型集成",[139,1013,1014],{},"全球化部署优化",[19,1016,1017],{"id":1017},"长期愿景",[11,1019,1020],{},"OpenClaw 的长期愿景是成为：",[1022,1023,1024,1030,1036,1042],"ol",{},[139,1025,1026,1029],{},[142,1027,1028],{},"最开放的 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的差别在哪里，以及群组响应策略该怎么收敛。","/docs/manual/discord-and-slack",[1288,1501,1568,1436,1569],"slack","team",{"title":1571,"description":1572,"path":1573,"category":1433,"updatedAt":1315,"sourceType":1262,"tags":1574},"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",[1575,1576,1577,1289,1309],"exec","apply-patch","approvals",{"title":1579,"description":1580,"path":1581,"category":1433,"updatedAt":1478,"sourceType":1262,"tags":1582},"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",[1301,1289,1391,1393,1583,1577],"workflows",{"title":1585,"description":1586,"path":1587,"category":1477,"updatedAt":1478,"sourceType":1262,"tags":1588},"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",[1499,1589,1590,1453,1481],"forum-topics","sessions",{"title":1592,"description":1593,"path":1594,"category":1433,"updatedAt":1478,"sourceType":1262,"tags":1595},"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",[1299,1286,1288,1407,1290,1336],{"title":1597,"description":1598,"path":1599,"category":1433,"updatedAt":1468,"sourceType":1262,"tags":1600},"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",[1444,1601,1602,1603,1286],"headless","pairing","devices",{"title":1605,"description":1606,"path":1607,"category":1433,"updatedAt":1357,"sourceType":1262,"tags":1608},"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",[1393,1609,1610,1336,1391],"lifecycle","events",{"title":1612,"description":1613,"path":1614,"category":1433,"updatedAt":1341,"sourceType":1262,"tags":1615},"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",[1393,1336,1583,1610],{"title":1617,"description":1618,"path":1619,"category":1433,"updatedAt":1450,"sourceType":1262,"tags":1620},"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",[1621,1622,1623,1624,1625],"messages","queueing","dedupe","debounce","delivery",{"title":1627,"description":1628,"path":1629,"category":1433,"updatedAt":1399,"sourceType":1262,"tags":1630},"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",[1631,1632,1633,1634,1384],"ollama","local-model","llm","privacy",{"title":1636,"description":1637,"path":1638,"category":1433,"updatedAt":1357,"sourceType":1262,"tags":1639},"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",[1640,1444,1488,1641,1642],"location","permissions","gps",{"title":1644,"description":1645,"path":1646,"category":1433,"updatedAt":1357,"sourceType":1262,"tags":1647},"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",[1290,1648,1590,1649,1650],"markdown","memory_search","memory_get",{"title":1652,"description":1653,"path":1654,"category":1433,"updatedAt":1399,"sourceType":1262,"tags":1655},"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",[1290,1391,1656,1657,1648],"lancedb","memory-core",{"title":1659,"description":1660,"path":1661,"category":1433,"updatedAt":1315,"sourceType":1262,"tags":1662},"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",[1290,1663,1664,1665,1656],"search","indexing","embeddings",{"title":1667,"description":1668,"path":1669,"category":1433,"updatedAt":1341,"sourceType":1434,"tags":1670},"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",[1290,1437,1472,1671],"logs",{"title":1673,"description":1674,"path":1675,"category":1433,"updatedAt":1341,"sourceType":1262,"tags":1676},"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",[1290,1289,1301,1437,1335],{"title":1678,"description":1679,"path":1680,"category":1433,"updatedAt":1315,"sourceType":1262,"tags":1681},"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",[1621,1682,1625,1499,1501],"retry",{"title":1684,"description":1685,"path":1686,"category":1477,"updatedAt":1478,"sourceType":1262,"tags":1687},"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",[1407,1688,1689,1690,1691,1481],"allowlist","aliases","image","gating",{"title":1693,"description":1694,"path":1695,"category":1433,"updatedAt":1399,"sourceType":1262,"tags":1696},"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",[1407,1633,1562,1453],{"title":1698,"description":1699,"path":1700,"category":1433,"updatedAt":1341,"sourceType":1262,"tags":1701},"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",[1444,1488,1487,1545,1602],{"title":1703,"description":1704,"path":1705,"category":1433,"updatedAt":1399,"sourceType":1262,"tags":1706},"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",[1707,1708,1392,1577,1335],"openprose","lobster",{"title":1710,"description":1711,"path":1712,"category":1433,"updatedAt":1357,"sourceType":1262,"tags":1713},"插件托管 hooks 与扩展能力边界","基于最新官方 Plugins 与 Hooks 文档，整理插件托管 hooks 的工作方式、显示位置、启停边界，以及为什么它和独立 hook pack 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和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1301,1773,1774,1775,1776],"config","allowBundled","watch","env",{"title":1778,"description":1779,"path":1780,"category":1433,"updatedAt":1781,"sourceType":1262,"tags":1782},"Skills 系统怎么工作","理解 OpenClaw Skills 的三层来源、加载流程、ClawHub 风险，以及为什么不应该一次安装过多技能。","/docs/manual/skills-system","2026-03-17",[1301,704,1289,1309],{"title":1784,"description":1785,"path":1786,"category":1433,"updatedAt":1315,"sourceType":1262,"tags":1787},"系统提示词、上下文与压缩","基于官方 system prompt、context、compaction 与 session pruning 文档，解释 OpenClaw 一次运行到底会把什么发给模型，以及上下文为什么会变满。","/docs/manual/system-prompt-context-and-compaction",[1788,1789,1790,1791,1590],"system-prompt","context","compaction","pruning",{"title":1793,"description":1794,"path":1795,"category":1433,"updatedAt":1399,"sourceType":1262,"tags":1796},"Telegram 与 WhatsApp 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行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1345,1552,2157,2158,1551],"secretref","sessionStorage",{"title":2160,"description":2161,"path":2162,"category":2163,"updatedAt":1315,"sourceType":1262,"tags":2164},"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",[2165,2166,2167,1914,1671],"debugging","debug","runtime-overrides",{"title":2169,"description":2170,"path":2171,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2172},"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",[2084,2173,2174,2166,2078],"logging","flags",{"title":2176,"description":2177,"path":2178,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2179},"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",[1472,2180,2181,1453,2078],"dmScope","identityLinks",{"title":2183,"description":2184,"path":2185,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2186},"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",[1914,1915,2084,2187,2078],"migrations",{"title":2189,"description":2190,"path":2191,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2192},"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",[1776,1300,1480,2193,2078],"shell",{"title":2195,"description":2196,"path":2197,"category":2072,"updatedAt":1399,"sourceType":1283,"tags":2198},"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",[2199,1990,1267,2200,1992],"sources","trust",{"title":2202,"description":2203,"path":2204,"category":2072,"updatedAt":1357,"sourceType":1262,"tags":2205},"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",[1286,2206,1735,1841,1445],"rpc",{"title":2208,"description":2209,"path":2210,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2211},"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",[1602,1603,1286,1444,2078],{"title":2213,"description":2214,"path":2215,"category":2072,"updatedAt":1833,"sourceType":1262,"tags":2216},"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",[1472,1286,1414,1345,2078],{"title":2218,"description":2219,"path":2220,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2221},"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",[1286,1841,2222,2223,2078],"protocol","scopes",{"title":2225,"description":2226,"path":2227,"category":2072,"updatedAt":1468,"sourceType":1262,"tags":2228},"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",[1471,2229,1453,1688,1621],"mention",{"title":2231,"description":2232,"path":2233,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2234},"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",[1888,2235,2236,2237,2078],"visibility","activeHours","alerts",{"title":2239,"description":2240,"path":2241,"category":2072,"updatedAt":1468,"sourceType":1262,"tags":2242},"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",[1835,1841,2243,1286,2078],"sdk",{"title":2245,"description":2246,"path":2247,"category":2072,"updatedAt":1468,"sourceType":1262,"tags":2248},"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",[1300,2249,1865,2250,2078],"include","arrays",{"title":2252,"description":2253,"path":2254,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2255},"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",[1708,2256,1577,1335,2078],"invoke",{"title":2258,"description":2259,"path":2260,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2261},"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",[1290,2262,2263,2264,2265,2078],"hybrid-search","ranking","mmr","retrieval",{"title":2267,"description":2268,"path":2269,"category":2072,"updatedAt":1399,"sourceType":1262,"tags":2270},"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",[1407,2271,1551,1562,2078],"probe",{"title":2273,"description":2274,"path":2275,"category":2072,"updatedAt":1771,"sourceType":1262,"tags":2276},"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",[1602,1603,2108,2277,1895],"credentials",{"title":2279,"description":2280,"path":2281,"category":2072,"updatedAt":1399,"sourceType":1262,"tags":2282},"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",[1391,704,2283,2284,1992,2078],"npm","pin",{"title":2286,"description":2287,"path":2288,"category":2163,"updatedAt":1357,"sourceType":1262,"tags":2289},"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",[2165,2290,1671,1562,1634],"raw-stream",{"title":2292,"description":2293,"path":2294,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2295},"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",[1359,2296,1551,1286,2078],"tlsFingerprint",{"title":2298,"description":2299,"path":2300,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2301},"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",[1471,2302,2303,2304,2078],"mentions","pending-history","reply",{"title":2306,"description":2307,"path":2308,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2309},"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",[2310,2311,2312,1562,2078],"secrets","secretrefs","runtime",{"title":2314,"description":2315,"path":2316,"category":2072,"updatedAt":1468,"sourceType":1262,"tags":2317},"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",[1472,1309,2180,1602,1688],{"title":2319,"description":2320,"path":2321,"category":2072,"updatedAt":2322,"sourceType":1262,"tags":2323},"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",[1472,2324,2325,1790,2078],"transcript","jsonl",{"title":2327,"description":2328,"path":2329,"category":2072,"updatedAt":2322,"sourceType":1262,"tags":2330},"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",[1590,1735,2331,2016,1308],"store",{"title":2333,"description":2334,"path":2335,"category":2072,"updatedAt":1478,"sourceType":1262,"tags":2336},"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",[1309,2031,2016,2337,2078],"ingress",{"title":2339,"description":2340,"path":2341,"category":2072,"updatedAt":1357,"sourceType":1262,"tags":2342},"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",[1735,1923,2343,1671,2344],"health","troubleshooting",{"title":2346,"description":2347,"path":2348,"category":2072,"updatedAt":2322,"sourceType":1262,"tags":2349},"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",[2324,2350,1562,2351,2078],"hygiene","tool-calls",{"title":2353,"description":2354,"path":2355,"category":2163,"updatedAt":1341,"sourceType":1262,"tags":2356},"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",[2344,1914,1923,1671],{"title":2358,"description":2359,"path":2360,"category":2072,"updatedAt":1450,"sourceType":1262,"tags":2361},"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",[1414,2362,2363,2324,2078],"history","inject",{"title":2365,"description":2366,"path":2367,"category":2368,"updatedAt":1399,"sourceType":1262,"tags":2369},"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",[2370,2371,2372,2373,1942,1943],"china","cloud","deployment","feishu",{"title":2375,"description":2376,"path":2377,"category":2368,"updatedAt":1341,"sourceType":1262,"tags":2378},"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",[2372,1360,2379,2371,2380],"docker","wsl2",{"title":2382,"description":2383,"path":2384,"category":2368,"updatedAt":1781,"sourceType":1262,"tags":2385},"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",[1343,2283,2386,2380],"install-script",{"title":2388,"description":2389,"path":2390,"category":2368,"updatedAt":1357,"sourceType":1262,"tags":2391},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[1343,2392,2386,1078,1993],"updater",{"title":2394,"description":2395,"path":2396,"category":2368,"updatedAt":1315,"sourceType":1262,"tags":2397},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[1343,2392,2398,1914,1993],"uninstall",{"title":2400,"description":2401,"path":2402,"category":2368,"updatedAt":1315,"sourceType":1262,"tags":2403},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[2404,1343,1352,2405],"linux","server",{"title":2407,"description":2408,"path":2409,"category":2368,"updatedAt":1315,"sourceType":1262,"tags":2410},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1462,1343,1352,2411],"apple",{"title":2413,"description":2414,"path":2415,"category":2416,"updatedAt":1341,"sourceType":1262,"tags":2417},"版本迁移与升级检查单","在 OpenClaw 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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",[1297,1301,1523,2370],{"title":2729,"description":2730,"path":2731,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2732,"tags":2733},"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",[1603,1602,1552,1908,2734],"rotate",{"title":2736,"description":2737,"path":2738,"category":2632,"date":1450,"updatedAt":1450,"sourceType":1262,"source":2739,"tags":2740},"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",[1914,2084,1915,2165,1308],{"title":2742,"description":2743,"path":2744,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2739,"tags":2745},"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",[1914,1915,1773,1993,2084],{"title":2747,"description":2748,"path":2749,"category":2750,"date":1282,"updatedAt":1282,"sourceType":1267,"source":2751,"tags":2752},"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",[2753,2754,2755,2756],"education","adoption","ai-tutor","higher-education",{"title":2758,"description":2759,"path":2760,"category":2750,"date":1282,"updatedAt":1282,"sourceType":1267,"source":2761,"tags":2762},"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",[1307,2372,1335,2370],{"title":2764,"description":2765,"path":2766,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2767,"tags":2768},"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",[1301,704,1391,1393,1524],{"title":2770,"description":2771,"path":2772,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2773,"tags":2774},"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",[1286,1602,2775,1552,1444],"pending",{"title":2777,"description":2778,"path":2779,"category":2632,"date":1833,"updatedAt":1833,"sourceType":1262,"source":2780,"tags":2781},"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",[1286,1472,1414,1345,2782],"state",{"title":2784,"description":2785,"path":2786,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2787,"tags":2788},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[1471,2229,1688,1621,1453],{"title":2790,"description":2791,"path":2792,"category":2632,"date":1478,"updatedAt":1478,"sourceType":1262,"source":2787,"tags":2793},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[1471,2302,2794,1470,1714],"activation",{"title":2796,"description":2797,"path":2798,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2799,"tags":2800},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[1300,2249,1865,2250,1308],{"title":2802,"description":2803,"path":2804,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2805,"tags":2806},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2807,2372,2808,2809,2810],"showcase","home-assistant","nix","infrastructure",{"title":2812,"description":2813,"path":2814,"category":2632,"date":1450,"updatedAt":1450,"sourceType":1262,"source":2815,"tags":2816},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[1590,1290,1790,2703,1714],{"title":2818,"description":2819,"path":2820,"category":2632,"date":1450,"updatedAt":1450,"sourceType":1262,"source":2821,"tags":2822},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1993,1880,1590,1881,1308],{"title":2824,"description":2825,"path":2826,"category":2460,"date":2435,"updatedAt":1341,"sourceType":2130,"source":2462,"tags":2827},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1990,2063,1991,1301,1309],{"title":2829,"description":2830,"path":2831,"category":2632,"date":1399,"updatedAt":1399,"sourceType":1262,"source":2832,"tags":2833},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[1290,1391,1656,1648,1663],{"title":2835,"description":2836,"path":2837,"category":2632,"date":1478,"updatedAt":1478,"sourceType":1262,"source":2832,"tags":2838},"OpenClaw 正在把记忆检索从“向量搜索”写成一条完整流水线","官方最近围绕 Memory 和 memory CLI 的文档更新，正在把 hybrid search、重排、temporal decay、session indexing 和 embedding cache 逐步写成一条更完整的检索链。","/news/openclaw-memory-retrieval-pipeline-watch-2026-03-29",[1290,2265,2262,1664,1753],{"title":2840,"description":2841,"path":2842,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2805,"tags":2843},"OpenClaw 官方 Showcase 记忆观察：WhatsApp Memory Vault、Karakeep 与中文学习 Skill 正在把语音和知识流转成长期资产","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的记忆与知识类案例，观察 OpenClaw 如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2807,1290,1560,2844,2845],"vector-search","knowledge",{"title":2847,"description":2848,"path":2849,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2850,"tags":2851},"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",[2229,1471,1499,1501,1568],{"title":2853,"description":2854,"path":2855,"category":2632,"date":1450,"updatedAt":1450,"sourceType":1262,"source":2856,"tags":2857},"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",[1621,1414,1453,1625,1288],{"title":2859,"description":2860,"path":2861,"category":2632,"date":1399,"updatedAt":1399,"sourceType":1262,"source":2689,"tags":2862},"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",[1407,2271,1562,1551,1952],{"title":2864,"description":2865,"path":2866,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2867,"tags":2868},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[1444,1601,1286,1602,1603],{"title":2870,"description":2871,"path":2872,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2873,"tags":2874},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[1344,2418,2875,2419,1993],"install",{"title":2877,"description":2878,"path":2879,"category":2632,"date":1833,"updatedAt":1833,"sourceType":1262,"source":2708,"tags":2880},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[2005,1553,1531,1602,1359],{"title":2882,"description":2883,"path":2884,"category":2632,"date":1478,"updatedAt":1478,"sourceType":1262,"source":2885,"tags":2886},"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",[1345,1414,1841,2005,1445],{"title":2888,"description":2889,"path":2890,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2732,"tags":2891},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[1602,2108,1288,2109,1308],{"title":2893,"description":2894,"path":2895,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2896,"tags":2897},"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",[1391,1523,1393,1267,1524],{"title":2899,"description":2900,"path":2901,"category":2632,"date":1399,"updatedAt":1399,"sourceType":1262,"source":2902,"tags":2903},"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",[1562,1407,1444,1551,1714],{"title":2917,"description":2918,"path":2919,"category":2632,"date":1478,"updatedAt":1478,"sourceType":1262,"source":2920,"tags":2921},"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",[1562,2077,1407,1286,1308],{"title":2923,"description":2924,"path":2925,"category":2434,"date":1357,"updatedAt":1357,"sourceType":1262,"source":2626,"tags":2926},"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",[1990,1991,1993,1992],{"title":2928,"description":2929,"path":2930,"category":2632,"date":1450,"updatedAt":1450,"sourceType":1262,"source":2646,"tags":2931},"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",[1345,1602,1444,1359,1895],{"title":2933,"description":2934,"path":2935,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2936,"tags":2937},"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",[1453,1452,2938,1288,1454],"threads",{"title":2940,"description":2941,"path":2942,"category":2632,"date":1468,"updatedAt":1468,"sourceType":1262,"source":2943,"tags":2944},"OpenClaw Secret 观察：active 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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",[2807,1267,1499,1301,1336],{"title":2997,"description":2998,"path":2999,"category":2632,"date":1478,"updatedAt":1478,"sourceType":1262,"source":2988,"tags":3000},"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",[2031,2181,1470,1453,1309],{"title":3002,"description":3003,"path":3004,"category":2632,"date":2322,"updatedAt":2322,"sourceType":1262,"source":3005,"tags":3006},"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 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