[{"data":1,"prerenderedAt":3524},["ShallowReactive",2],{"docs:reference/bootstrap-templates":3,"content-manifest":883},{"id":4,"title":5,"body":6,"category":865,"date":866,"description":867,"extension":868,"meta":869,"navigation":222,"path":870,"seo":871,"source":866,"sourceName":866,"sourceType":872,"stem":873,"tags":874,"updatedAt":881,"__hash__":882},"docs/docs/reference/bootstrap-templates.md","引导文件模板系统",{"type":7,"value":8,"toc":843},"minimark",[9,12,16,20,119,122,141,148,152,159,163,177,180,196,199,350,354,361,364,456,460,463,487,491,494,552,556,563,566,584,587,642,645,648,659,663,670,748,751,815,818,839],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"OpenClaw 工作区里的引导文件，就是 Agent 的\"人格\"和\"记忆\"来源。你写什么，Agent 就\"记住\"什么。这一篇帮你搞清楚每个文件该写什么、怎么写。",[17,18,19],"h2",{"id":19},"文件清单",[21,22,23,39],"table",{},[24,25,26],"thead",{},[27,28,29,33,36],"tr",{},[30,31,32],"th",{},"文件",[30,34,35],{},"一句话说明",[30,37,38],{},"必须有吗",[40,41,42,57,69,82,95,107],"tbody",{},[27,43,44,51,54],{},[45,46,47],"td",{},[48,49,50],"code",{},"AGENTS.md",[45,52,53],{},"告诉 Agent 怎么工作",[45,55,56],{},"推荐",[27,58,59,64,67],{},[45,60,61],{},[48,62,63],{},"SOUL.md",[45,65,66],{},"定义 Agent 的性格和语气",[45,68,56],{},[27,70,71,76,79],{},[45,72,73],{},[48,74,75],{},"TOOLS.md",[45,77,78],{},"工具使用说明",[45,80,81],{},"可选",[27,83,84,89,92],{},[45,85,86],{},[48,87,88],{},"BOOTSTRAP.md",[45,90,91],{},"首次运行仪式（完成后删掉）",[45,93,94],{},"仅创建时",[27,96,97,102,105],{},[45,98,99],{},[48,100,101],{},"IDENTITY.md",[45,103,104],{},"Agent 的名字和风格",[45,106,81],{},[27,108,109,114,117],{},[45,110,111],{},[48,112,113],{},"USER.md",[45,115,116],{},"你的个人信息",[45,118,81],{},[17,120,121],{"id":121},"加载规则",[123,124,125,129,132,135],"ul",{},[126,127,128],"li",{},"空文件会被跳过（不注入系统提示）",[126,130,131],{},"大文件会被截断并添加标记",[126,133,134],{},"缺失文件会注入一行\"文件缺失\"标记",[126,136,137,140],{},[48,138,139],{},"openclaw setup"," 会自动创建安全默认模板",[13,142,143,147],{},[144,145,146],"strong",{},"为什么要控制大小","：这些文件的内容会被注入到每次 LLM 调用的系统提示里。文件越大，每次调用消耗的 token 越多，响应越慢，成本越高。",[17,149,151],{"id":150},"agentsmd-操作指令","AGENTS.md — 操作指令",[13,153,154,155,158],{},"这是最重要的文件。它告诉 Agent ",[144,156,157],{},"怎么做事情","，而不是它是谁。",[160,161,162],"h3",{"id":162},"该写什么",[123,164,165,168,171,174],{},[126,166,167],{},"工作规则和约定",[126,169,170],{},"工具使用偏好",[126,172,173],{},"回复格式要求",[126,175,176],{},"你希望它遵循的流程",[160,178,179],{"id":179},"不该写什么",[123,181,182,188,193],{},[126,183,184,185,187],{},"你的个人信息（放 ",[48,186,113],{},"）",[126,189,190,191,187],{},"Agent 的性格（放 ",[48,192,63],{},[126,194,195],{},"工具的技术文档（工具本身就是文档）",[160,197,198],{"id":198},"完整示例",[200,201,206],"pre",{"className":202,"code":203,"language":204,"meta":205,"style":205},"language-markdown shiki shiki-themes github-light github-dark","# Agents\n\n## 工作方式\n\n- 回答问题前，先搜索相关上下文\n- 写代码时保持简洁，避免过度工程\n- 不确定时先问，不要假设\n- 每次修改文件后，确认修改是否生效\n\n## 工具偏好\n\n- 优先用 read 工具读取文件，不要用 cat\n- 编辑文件用 edit 工具，不要用 sed\n- 搜索用 grep，不要用 find\n\n## 回复格式\n\n- 用中文回复\n- 代码块标注语言\n- 不需要过度礼貌，直接说重点\n","markdown","",[48,207,208,217,224,230,235,246,254,262,270,275,281,286,294,302,310,315,321,326,334,342],{"__ignoreMap":205},[209,210,213],"span",{"class":211,"line":212},"line",1,[209,214,216],{"class":215},"sq-ep","# Agents\n",[209,218,220],{"class":211,"line":219},2,[209,221,223],{"emptyLinePlaceholder":222},true,"\n",[209,225,227],{"class":211,"line":226},3,[209,228,229],{"class":215},"## 工作方式\n",[209,231,233],{"class":211,"line":232},4,[209,234,223],{"emptyLinePlaceholder":222},[209,236,238,242],{"class":211,"line":237},5,[209,239,241],{"class":240},"s4XuR","-",[209,243,245],{"class":244},"sVt8B"," 回答问题前，先搜索相关上下文\n",[209,247,249,251],{"class":211,"line":248},6,[209,250,241],{"class":240},[209,252,253],{"class":244}," 写代码时保持简洁，避免过度工程\n",[209,255,257,259],{"class":211,"line":256},7,[209,258,241],{"class":240},[209,260,261],{"class":244}," 不确定时先问，不要假设\n",[209,263,265,267],{"class":211,"line":264},8,[209,266,241],{"class":240},[209,268,269],{"class":244}," 每次修改文件后，确认修改是否生效\n",[209,271,273],{"class":211,"line":272},9,[209,274,223],{"emptyLinePlaceholder":222},[209,276,278],{"class":211,"line":277},10,[209,279,280],{"class":215},"## 工具偏好\n",[209,282,284],{"class":211,"line":283},11,[209,285,223],{"emptyLinePlaceholder":222},[209,287,289,291],{"class":211,"line":288},12,[209,290,241],{"class":240},[209,292,293],{"class":244}," 优先用 read 工具读取文件，不要用 cat\n",[209,295,297,299],{"class":211,"line":296},13,[209,298,241],{"class":240},[209,300,301],{"class":244}," 编辑文件用 edit 工具，不要用 sed\n",[209,303,305,307],{"class":211,"line":304},14,[209,306,241],{"class":240},[209,308,309],{"class":244}," 搜索用 grep，不要用 find\n",[209,311,313],{"class":211,"line":312},15,[209,314,223],{"emptyLinePlaceholder":222},[209,316,318],{"class":211,"line":317},16,[209,319,320],{"class":215},"## 回复格式\n",[209,322,324],{"class":211,"line":323},17,[209,325,223],{"emptyLinePlaceholder":222},[209,327,329,331],{"class":211,"line":328},18,[209,330,241],{"class":240},[209,332,333],{"class":244}," 用中文回复\n",[209,335,337,339],{"class":211,"line":336},19,[209,338,241],{"class":240},[209,340,341],{"class":244}," 代码块标注语言\n",[209,343,345,347],{"class":211,"line":344},20,[209,346,241],{"class":240},[209,348,349],{"class":244}," 不需要过度礼貌，直接说重点\n",[17,351,353],{"id":352},"soulmd-人设与语气","SOUL.md — 人设与语气",[13,355,356,357,360],{},"这个文件定义 Agent 的",[144,358,359],{},"性格和边界","。",[160,362,198],{"id":363},"完整示例-1",[200,365,367],{"className":202,"code":366,"language":204,"meta":205,"style":205},"# Soul\n\n你是我的 AI 助手。\n\n## 语气\n\n- 友好但不啰嗦\n- 用中文回复\n- 不需要过度礼貌，直接说重点\n- 可以用表情符号，但不要过度\n\n## 边界\n\n- 不要主动发消息给我，等我提问\n- 不确定时说\"我不确定\"，不要编造答案\n- 不要执行危险操作（如删除整个目录）除非我明确确认\n",[48,368,369,374,378,383,387,392,396,403,409,415,422,426,431,435,442,449],{"__ignoreMap":205},[209,370,371],{"class":211,"line":212},[209,372,373],{"class":215},"# Soul\n",[209,375,376],{"class":211,"line":219},[209,377,223],{"emptyLinePlaceholder":222},[209,379,380],{"class":211,"line":226},[209,381,382],{"class":244},"你是我的 AI 助手。\n",[209,384,385],{"class":211,"line":232},[209,386,223],{"emptyLinePlaceholder":222},[209,388,389],{"class":211,"line":237},[209,390,391],{"class":215},"## 语气\n",[209,393,394],{"class":211,"line":248},[209,395,223],{"emptyLinePlaceholder":222},[209,397,398,400],{"class":211,"line":256},[209,399,241],{"class":240},[209,401,402],{"class":244}," 友好但不啰嗦\n",[209,404,405,407],{"class":211,"line":264},[209,406,241],{"class":240},[209,408,333],{"class":244},[209,410,411,413],{"class":211,"line":272},[209,412,241],{"class":240},[209,414,349],{"class":244},[209,416,417,419],{"class":211,"line":277},[209,418,241],{"class":240},[209,420,421],{"class":244}," 可以用表情符号，但不要过度\n",[209,423,424],{"class":211,"line":283},[209,425,223],{"emptyLinePlaceholder":222},[209,427,428],{"class":211,"line":288},[209,429,430],{"class":215},"## 边界\n",[209,432,433],{"class":211,"line":296},[209,434,223],{"emptyLinePlaceholder":222},[209,436,437,439],{"class":211,"line":304},[209,438,241],{"class":240},[209,440,441],{"class":244}," 不要主动发消息给我，等我提问\n",[209,443,444,446],{"class":211,"line":312},[209,445,241],{"class":240},[209,447,448],{"class":244}," 不确定时说\"我不确定\"，不要编造答案\n",[209,450,451,453],{"class":211,"line":317},[209,452,241],{"class":240},[209,454,455],{"class":244}," 不要执行危险操作（如删除整个目录）除非我明确确认\n",[17,457,459],{"id":458},"identitymd-工牌","IDENTITY.md — 工牌",[13,461,462],{},"给你的 Agent 起个名字，定义它的风格。",[200,464,466],{"className":202,"code":465,"language":204,"meta":205,"style":205},"# Identity\n\n我的助手就叫\"小助手\"。\n风格：简洁、专注、偶尔用表情符号。\n",[48,467,468,473,477,482],{"__ignoreMap":205},[209,469,470],{"class":211,"line":212},[209,471,472],{"class":215},"# Identity\n",[209,474,475],{"class":211,"line":219},[209,476,223],{"emptyLinePlaceholder":222},[209,478,479],{"class":211,"line":226},[209,480,481],{"class":244},"我的助手就叫\"小助手\"。\n",[209,483,484],{"class":211,"line":232},[209,485,486],{"class":244},"风格：简洁、专注、偶尔用表情符号。\n",[17,488,490],{"id":489},"usermd-用户信息","USER.md — 用户信息",[13,492,493],{},"让 Agent 知道你是谁，它才能更好地服务你。",[200,495,497],{"className":202,"code":496,"language":204,"meta":205,"style":205},"# User\n\n## 关于我\n\n- 名字：小明\n- 职业：全栈开发者\n- 主要技术栈：TypeScript, Python, Vue\n- 时区：Asia/Shanghai\n- 语言偏好：中文为主，技术术语可以用英文\n",[48,498,499,504,508,513,517,524,531,538,545],{"__ignoreMap":205},[209,500,501],{"class":211,"line":212},[209,502,503],{"class":215},"# User\n",[209,505,506],{"class":211,"line":219},[209,507,223],{"emptyLinePlaceholder":222},[209,509,510],{"class":211,"line":226},[209,511,512],{"class":215},"## 关于我\n",[209,514,515],{"class":211,"line":232},[209,516,223],{"emptyLinePlaceholder":222},[209,518,519,521],{"class":211,"line":237},[209,520,241],{"class":240},[209,522,523],{"class":244}," 名字：小明\n",[209,525,526,528],{"class":211,"line":248},[209,527,241],{"class":240},[209,529,530],{"class":244}," 职业：全栈开发者\n",[209,532,533,535],{"class":211,"line":256},[209,534,241],{"class":240},[209,536,537],{"class":244}," 主要技术栈：TypeScript, Python, Vue\n",[209,539,540,542],{"class":211,"line":264},[209,541,241],{"class":240},[209,543,544],{"class":244}," 时区：Asia/Shanghai\n",[209,546,547,549],{"class":211,"line":272},[209,548,241],{"class":240},[209,550,551],{"class":244}," 语言偏好：中文为主，技术术语可以用英文\n",[17,553,555],{"id":554},"bootstrapmd-首次运行仪式","BOOTSTRAP.md — 首次运行仪式",[13,557,558,559,562],{},"这个文件",[144,560,561],{},"只在全新工作区时创建","。它是一次性的初始化任务清单。",[160,564,565],{"id":565},"重要规则",[123,567,568,575,581],{},[126,569,570,571,574],{},"完成后",[144,572,573],{},"应该删掉","它（Agent 会自动删除）",[126,576,577,578],{},"删除后下次启动",[144,579,580],{},"不会重新创建",[126,582,583],{},"如果工作区被清除，启动时会拒绝静默重建",[160,585,586],{"id":586},"示例",[200,588,590],{"className":202,"code":589,"language":204,"meta":205,"style":205},"# Bootstrap\n\n欢迎使用！在开始之前，请帮我完成以下设置：\n\n1. 确认我的工作区目录结构\n2. 检查必要的工具是否可用\n3. 读取我的 USER.md 了解我的信息\n4. 告诉我你能做什么\n",[48,591,592,597,601,606,610,618,626,634],{"__ignoreMap":205},[209,593,594],{"class":211,"line":212},[209,595,596],{"class":215},"# Bootstrap\n",[209,598,599],{"class":211,"line":219},[209,600,223],{"emptyLinePlaceholder":222},[209,602,603],{"class":211,"line":226},[209,604,605],{"class":244},"欢迎使用！在开始之前，请帮我完成以下设置：\n",[209,607,608],{"class":211,"line":232},[209,609,223],{"emptyLinePlaceholder":222},[209,611,612,615],{"class":211,"line":237},[209,613,614],{"class":240},"1.",[209,616,617],{"class":244}," 确认我的工作区目录结构\n",[209,619,620,623],{"class":211,"line":248},[209,621,622],{"class":240},"2.",[209,624,625],{"class":244}," 检查必要的工具是否可用\n",[209,627,628,631],{"class":211,"line":256},[209,629,630],{"class":240},"3.",[209,632,633],{"class":244}," 读取我的 USER.md 了解我的信息\n",[209,635,636,639],{"class":211,"line":264},[209,637,638],{"class":240},"4.",[209,640,641],{"class":244}," 告诉我你能做什么\n",[160,643,644],{"id":644},"跳过引导",[13,646,647],{},"如果你已经手动准备好了工作区，可以跳过引导文件创建：",[200,649,653],{"className":650,"code":651,"language":652,"meta":205,"style":205},"language-json5 shiki shiki-themes github-light github-dark","{ agents: { defaults: { skipBootstrap: true } } }\n","json5",[48,654,655],{"__ignoreMap":205},[209,656,657],{"class":211,"line":212},[209,658,651],{},[17,660,662],{"id":661},"toolsmd-工具说明","TOOLS.md — 工具说明",[13,664,665,666,669],{},"这个文件是你对工具用法的指导说明，",[144,667,668],{},"不控制","哪些工具存在。工具是否可用由系统工具策略决定。",[200,671,673],{"className":202,"code":672,"language":204,"meta":205,"style":205},"# Tools\n\n## 文件操作\n\n- 读取文件用 read 工具\n- 编辑文件用 edit 工具\n- 不要用 cat、sed、awk 等命令行工具\n\n## 搜索\n\n- 内容搜索用 grep 工具\n- 文件搜索用 glob 工具\n- 不要用 find、grep 等命令行工具\n",[48,674,675,680,684,689,693,700,707,714,718,723,727,734,741],{"__ignoreMap":205},[209,676,677],{"class":211,"line":212},[209,678,679],{"class":215},"# Tools\n",[209,681,682],{"class":211,"line":219},[209,683,223],{"emptyLinePlaceholder":222},[209,685,686],{"class":211,"line":226},[209,687,688],{"class":215},"## 文件操作\n",[209,690,691],{"class":211,"line":232},[209,692,223],{"emptyLinePlaceholder":222},[209,694,695,697],{"class":211,"line":237},[209,696,241],{"class":240},[209,698,699],{"class":244}," 读取文件用 read 工具\n",[209,701,702,704],{"class":211,"line":248},[209,703,241],{"class":240},[209,705,706],{"class":244}," 编辑文件用 edit 工具\n",[209,708,709,711],{"class":211,"line":256},[209,710,241],{"class":240},[209,712,713],{"class":244}," 不要用 cat、sed、awk 等命令行工具\n",[209,715,716],{"class":211,"line":264},[209,717,223],{"emptyLinePlaceholder":222},[209,719,720],{"class":211,"line":272},[209,721,722],{"class":215},"## 搜索\n",[209,724,725],{"class":211,"line":277},[209,726,223],{"emptyLinePlaceholder":222},[209,728,729,731],{"class":211,"line":283},[209,730,241],{"class":240},[209,732,733],{"class":244}," 内容搜索用 grep 工具\n",[209,735,736,738],{"class":211,"line":288},[209,737,241],{"class":240},[209,739,740],{"class":244}," 文件搜索用 glob 工具\n",[209,742,743,745],{"class":211,"line":296},[209,744,241],{"class":240},[209,746,747],{"class":244}," 不要用 find、grep 等命令行工具\n",[17,749,750],{"id":750},"最佳实践",[21,752,753,763],{},[24,754,755],{},[27,756,757,760],{},[30,758,759],{},"原则",[30,761,762],{},"说明",[40,764,765,775,785,795,805],{},[27,766,767,772],{},[45,768,769],{},[144,770,771],{},"AGENTS.md 放规则",[45,773,774],{},"告诉 Agent 怎么做，而不是它是谁",[27,776,777,782],{},[45,778,779],{},[144,780,781],{},"SOUL.md 放人格",[45,783,784],{},"定义语气、风格和边界",[27,786,787,792],{},[45,788,789],{},[144,790,791],{},"保持简短",[45,793,794],{},"每个文件控制在 20-30 行以内",[27,796,797,802],{},[45,798,799],{},[144,800,801],{},"定期更新",[45,803,804],{},"随着使用习惯变化，更新引导文件",[27,806,807,812],{},[45,808,809],{},[144,810,811],{},"BOOTSTRAP.md 放引导",[45,813,814],{},"首次运行时告诉 Agent 需要完成的初始化任务",[17,816,817],{"id":817},"相关文档",[123,819,820,827,833],{},[126,821,822],{},[823,824,826],"a",{"href":825},"/docs/manual/agent-runtime","Agent 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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",[1132,1233,1047,1088,1044],"forum-topics",{"title":1235,"description":1236,"path":1237,"category":1050,"updatedAt":1112,"sourceType":872,"tags":1238},"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",[911,898,900,1020,902,948],{"title":1240,"description":1241,"path":1242,"category":1050,"updatedAt":1102,"sourceType":872,"tags":1243},"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",[1059,1244,1245,1246,898],"headless","pairing","devices",{"title":1248,"description":1249,"path":1250,"category":1050,"updatedAt":969,"sourceType":872,"tags":1251},"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",[1006,1252,1253,948,1004],"lifecycle","events",{"title":1255,"description":1256,"path":1257,"category":1050,"updatedAt":961,"sourceType":872,"tags":1258},"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",[1006,948,1217,1253],{"title":1260,"description":1261,"path":1262,"category":1050,"updatedAt":1085,"sourceType":872,"tags":1263},"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",[1264,1265,1266,1267,1268],"messages","queueing","dedupe","debounce","delivery",{"title":1270,"description":1271,"path":1272,"category":1050,"updatedAt":1012,"sourceType":872,"tags":1273},"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",[1274,1275,1276,1277,997],"ollama","local-model","llm","privacy",{"title":1279,"description":1280,"path":1281,"category":1050,"updatedAt":969,"sourceType":872,"tags":1282},"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",[1283,1059,1121,1284,1285],"location","permissions","gps",{"title":1287,"description":1288,"path":1289,"category":1050,"updatedAt":969,"sourceType":872,"tags":1290},"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",[902,204,1047,1291,1292],"memory_search","memory_get",{"title":1294,"description":1295,"path":1296,"category":1050,"updatedAt":1012,"sourceType":872,"tags":1297},"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",[902,1004,1298,1299,204],"lancedb","memory-core",{"title":1301,"description":1302,"path":1303,"category":1050,"updatedAt":1207,"sourceType":872,"tags":1304},"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",[902,1305,1306,1307,1298],"search","indexing","embeddings",{"title":1309,"description":1310,"path":1311,"category":1050,"updatedAt":961,"sourceType":1051,"tags":1312},"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",[902,878,1106,1313],"logs",{"title":1315,"description":1316,"path":1317,"category":1050,"updatedAt":961,"sourceType":872,"tags":1318},"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",[902,901,913,878,947],{"title":1320,"description":1321,"path":1322,"category":1050,"updatedAt":1207,"sourceType":872,"tags":1323},"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",[1264,1324,1268,1132,1134],"retry",{"title":1326,"description":1327,"path":1328,"category":1111,"updatedAt":1112,"sourceType":872,"tags":1329},"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",[1020,1330,1331,1332,1333,1044],"allowlist","aliases","image","gating",{"title":1335,"description":1336,"path":1337,"category":1050,"updatedAt":1012,"sourceType":872,"tags":1338},"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",[1020,1276,1078,1088],{"title":1340,"description":1341,"path":1342,"category":1050,"updatedAt":961,"sourceType":872,"tags":1343},"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",[1059,1121,1120,1180,1245],{"title":1345,"description":1346,"path":1347,"category":1044,"updatedAt":881,"sourceType":872,"tags":1348},"OAuth 认证与多账号管理","理解 OpenClaw 如何处理 OAuth 认证、Token 存储和多账号路由，以及常见问题排查。","/docs/manual/oauth-auth",[1349,1080,1350,1351,1352],"oauth","codex","claude","profiles",{"title":1354,"description":1355,"path":1356,"category":1050,"updatedAt":1012,"sourceType":872,"tags":1357},"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",[1358,1359,1005,1211,947],"openprose","lobster",{"title":1361,"description":1362,"path":1363,"category":1044,"updatedAt":1364,"sourceType":872,"tags":1365},"平台支持总览","OpenClaw 支持的操作系统和部署平台，包括 Gateway、桌面应用和移动节点。","/docs/manual/platforms-overview","2026-06-06",[1366,1096,1367,1368,1369,1370,1371],"platforms","ios","android","windows","linux","install",{"title":1373,"description":1374,"path":1375,"category":1050,"updatedAt":969,"sourceType":872,"tags":1376},"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",[1004,1006,948,1159,1377],"governance",{"title":1379,"description":1380,"path":1381,"category":1050,"updatedAt":969,"sourceType":872,"tags":1382},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 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思路和长期运行时的配置重点。","/docs/manual/providers-and-fallback",[1078,1020,1403,1404,1274],"fallback","openrouter",{"title":1406,"description":1407,"path":1408,"category":1044,"updatedAt":881,"sourceType":872,"tags":1409},"Queue 系统与消息转向","理解 OpenClaw 的 Queue 系统、消息转向模式和并发控制机制。","/docs/manual/queue-system",[1410,1411,1412,1264],"queue","steering","concurrency",{"title":1414,"description":1415,"path":1416,"category":1050,"updatedAt":1065,"sourceType":872,"tags":1417},"用 SearXNG 给 OpenClaw 配自托管 web_search","基于最新官方 SearXNG Search 文档，整理 OpenClaw 如何接入自托管 SearXNG 作为 web_search provider，以及生产环境里最该注意哪些边界。","/docs/manual/searxng-search-provider",[1418,1419,901,1305,997],"searxng","web-search",{"title":1421,"description":1422,"path":1423,"category":1050,"updatedAt":961,"sourceType":1051,"tags":1424},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[1068,1324,1831,1410,865],"scheduler",{"title":1833,"description":1834,"path":1835,"category":1753,"updatedAt":1517,"sourceType":872,"tags":1836},"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",[956,1186,1837,1838,1080],"secretref","sessionStorage",{"title":1840,"description":1841,"path":1842,"category":1843,"updatedAt":1207,"sourceType":872,"tags":1844},"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",[1845,1846,1847,1597,1313],"debugging","debug","runtime-overrides",{"title":1849,"description":1850,"path":1851,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1852},"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",[1764,1853,1854,1846,865],"logging","flags",{"title":1856,"description":1857,"path":1858,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1859},"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",[1106,1860,1861,1088,865],"dmScope","identityLinks",{"title":1863,"description":1864,"path":1865,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1866},"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",[1597,1598,1764,1867,865],"migrations",{"title":1869,"description":1870,"path":1871,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1872},"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",[1453,912,1114,1873,865],"shell",{"title":1875,"description":1876,"path":1877,"category":1753,"updatedAt":1012,"sourceType":895,"tags":1878},"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",[1879,1671,1157,1880,1673],"sources","trust",{"title":1882,"description":1883,"path":1884,"category":1753,"updatedAt":969,"sourceType":872,"tags":1885},"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",[898,1886,1070,1525,1060],"rpc",{"title":1888,"description":1889,"path":1890,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1891},"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",[1245,1246,898,1059,865],{"title":1893,"description":1894,"path":1895,"category":1753,"updatedAt":1517,"sourceType":872,"tags":1896},"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",[1106,898,1027,956,865],{"title":1898,"description":1899,"path":1900,"category":1753,"updatedAt":1112,"sourceType":872,"tags":1901},"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",[898,1525,1902,1903,865],"protocol","scopes",{"title":1905,"description":1906,"path":1907,"category":1753,"updatedAt":1102,"sourceType":872,"tags":1908},"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",[1105,1909,1088,1330,1264],"mention",{"title":1911,"description":1912,"path":1913,"category":1753,"updatedAt":1112,"sourceType":872,"tags":1914},"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",[1571,1915,1916,1917,865],"visibility","activeHours","alerts",{"title":1919,"description":1920,"path":1921,"category":1753,"updatedAt":1102,"sourceType":872,"tags":1922},"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",[1519,1525,1923,898,865],"sdk",{"title":1925,"description":1926,"path":1927,"category":1753,"updatedAt":1102,"sourceType":872,"tags":1928},"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",[912,1929,1549,1930,865],"include","arrays",{"title":1932,"description":1933,"path":1934,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1935},"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",[1359,1936,1211,947,865],"invoke",{"title":1938,"description":1939,"path":1940,"category":1753,"updatedAt":1112,"sourceType":872,"tags":1941},"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",[902,1942,1943,1944,1945,865],"hybrid-search","ranking","mmr","retrieval",{"title":1947,"description":1948,"path":1949,"category":1753,"updatedAt":1012,"sourceType":872,"tags":1950},"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",[1020,1951,1080,1078,865],"probe",{"title":1953,"description":1954,"path":1955,"category":1753,"updatedAt":1448,"sourceType":872,"tags":1956},"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",[1245,1246,1789,1957,1578],"credentials",{"title":1959,"description":1960,"path":1961,"category":1753,"updatedAt":1012,"sourceType":872,"tags":1962},"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",[1004,1140,1963,1964,1673,865],"npm","pin",{"title":1966,"description":1967,"path":1968,"category":1843,"updatedAt":969,"sourceType":872,"tags":1969},"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",[1845,1970,1313,1078,1277],"raw-stream",{"title":1972,"description":1973,"path":1974,"category":1753,"updatedAt":1112,"sourceType":872,"tags":1975},"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",[971,1976,1080,898,865],"tlsFingerprint",{"title":1978,"description":1979,"path":1980,"category":1753,"updatedAt":1112,"sourceType":872,"tags":1981},"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",[1105,1982,1983,1984,865],"mentions","pending-history","reply",{"title":1986,"description":1987,"path":1988,"category":1753,"updatedAt":1085,"sourceType":872,"tags":1989},"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",[1990,1991,1046,1078,865],"secrets","secretrefs",{"title":1993,"description":1994,"path":1995,"category":1753,"updatedAt":1102,"sourceType":872,"tags":1996},"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",[1106,921,1860,1245,1330],{"title":1998,"description":1999,"path":2000,"category":1753,"updatedAt":2001,"sourceType":872,"tags":2002},"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",[1106,2003,2004,1474,865],"transcript","jsonl",{"title":2006,"description":2007,"path":2008,"category":1753,"updatedAt":2001,"sourceType":872,"tags":2009},"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",[1047,1070,2010,1697,920],"store",{"title":2012,"description":2013,"path":2014,"category":1753,"updatedAt":1112,"sourceType":872,"tags":2015},"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",[921,1712,1697,2016,865],"ingress",{"title":2018,"description":2019,"path":2020,"category":1753,"updatedAt":969,"sourceType":872,"tags":2021},"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",[1070,1606,2022,1313,2023],"health","troubleshooting",{"title":2025,"description":2026,"path":2027,"category":1753,"updatedAt":2001,"sourceType":872,"tags":2028},"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",[2003,2029,1078,2030,865],"hygiene","tool-calls",{"title":2032,"description":2033,"path":2034,"category":1843,"updatedAt":961,"sourceType":872,"tags":2035},"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",[2023,1597,1606,1313],{"title":2037,"description":2038,"path":2039,"category":1753,"updatedAt":1085,"sourceType":872,"tags":2040},"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",[1027,2041,2042,2003,865],"history","inject",{"title":2044,"description":2045,"path":2046,"category":2047,"updatedAt":1012,"sourceType":872,"tags":2048},"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",[2049,2050,2051,1223,1625,1626],"china","cloud","deployment",{"title":2053,"description":2054,"path":2055,"category":2047,"updatedAt":961,"sourceType":872,"tags":2056},"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",[2051,972,2057,2050,2058],"docker","wsl2",{"title":2060,"description":2061,"path":2062,"category":2047,"updatedAt":1458,"sourceType":872,"tags":2063},"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",[954,1963,2064,2058],"install-script",{"title":2066,"description":2067,"path":2068,"category":2047,"updatedAt":969,"sourceType":872,"tags":2069},"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",[954,2070,2064,2071,1674],"updater","git",{"title":2073,"description":2074,"path":2075,"category":2047,"updatedAt":1207,"sourceType":872,"tags":2076},"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",[954,2070,2077,1597,1674],"uninstall",{"title":2079,"description":2080,"path":2081,"category":2047,"updatedAt":1207,"sourceType":872,"tags":2082},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[1473,1474,1047,902,2401],"continuity",{"title":2403,"description":2404,"path":2405,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2406,"tags":2407},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[1166,956,1557,1245,971],{"title":2409,"description":2410,"path":2411,"category":2318,"date":1517,"updatedAt":1517,"sourceType":872,"source":2332,"tags":2412},"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",[956,876,1837,1080,1166],{"title":2414,"description":2415,"path":2416,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2332,"tags":2417},"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",[956,1027,1186,1837,1088,2418],"web",{"title":2420,"description":2421,"path":2422,"category":2111,"date":894,"updatedAt":894,"sourceType":1157,"source":2423,"tags":2424},"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",[909,913,1158,2049],{"title":2426,"description":2427,"path":2428,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2429,"tags":2430},"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",[1246,1245,1186,1591,2431],"rotate",{"title":2433,"description":2434,"path":2435,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2436,"tags":2437},"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",[1597,1764,1598,1845,920],{"title":2439,"description":2440,"path":2441,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2436,"tags":2442},"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",[1597,1598,1450,1674,1764],{"title":2444,"description":2445,"path":2446,"category":2447,"date":894,"updatedAt":894,"sourceType":1157,"source":2448,"tags":2449},"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",[2450,2451,2452,2453],"education","adoption","ai-tutor","higher-education",{"title":2455,"description":2456,"path":2457,"category":2447,"date":894,"updatedAt":894,"sourceType":1157,"source":2458,"tags":2459},"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",[919,2051,947,2049],{"title":2461,"description":2462,"path":2463,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2464,"tags":2465},"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",[913,1140,1004,1006,1159],{"title":2467,"description":2468,"path":2469,"category":2318,"date":1065,"updatedAt":1065,"sourceType":872,"source":2470,"tags":2471},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[1223,1224,1225,1226,900,1227],{"title":2473,"description":2474,"path":2475,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2476,"tags":2477},"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",[898,1245,2478,1186,1059],"pending",{"title":2480,"description":2481,"path":2482,"category":2318,"date":1517,"updatedAt":1517,"sourceType":872,"source":2483,"tags":2484},"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",[898,1106,1027,956,2485],"state",{"title":2487,"description":2488,"path":2489,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2490,"tags":2491},"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",[1105,1909,1330,1264,1088],{"title":2493,"description":2494,"path":2495,"category":2318,"date":1112,"updatedAt":1112,"sourceType":872,"source":2490,"tags":2496},"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",[1105,1982,2497,1104,1377],"activation",{"title":2499,"description":2500,"path":2501,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2502,"tags":2503},"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",[912,1929,1549,1930,920],{"title":2505,"description":2506,"path":2507,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2508,"tags":2509},"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",[2510,2051,2511,2512,2513],"showcase","home-assistant","nix","infrastructure",{"title":2515,"description":2516,"path":2517,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2518,"tags":2519},"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",[1047,902,1474,2401,1377],{"title":2521,"description":2522,"path":2523,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2524,"tags":2525},"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",[1674,1068,1047,1564,920],{"title":2527,"description":2528,"path":2529,"category":2137,"date":2112,"updatedAt":961,"sourceType":1811,"source":2139,"tags":2530},"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",[1671,1744,1672,913,921],{"title":2532,"description":2533,"path":2534,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2535,"tags":2536},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2510,902,1194,2547,2548],"vector-search","knowledge",{"title":2550,"description":2551,"path":2552,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2553,"tags":2554},"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",[1909,1105,1132,1134,1201],{"title":2556,"description":2557,"path":2558,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2559,"tags":2560},"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",[1264,1027,1088,1268,900],{"title":2562,"description":2563,"path":2564,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2387,"tags":2565},"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",[1020,1951,1078,1080,1634],{"title":2567,"description":2568,"path":2569,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2570,"tags":2571},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1686,1187,1166,1245,971],{"title":2584,"description":2585,"path":2586,"category":2318,"date":1112,"updatedAt":1112,"sourceType":872,"source":2587,"tags":2588},"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",[956,1027,1525,1686,1060],{"title":2590,"description":2591,"path":2592,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2429,"tags":2593},"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",[1245,1789,900,1790,920],{"title":2595,"description":2596,"path":2597,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2598,"tags":2599},"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",[1004,1158,1006,1157,1159],{"title":2601,"description":2602,"path":2603,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2604,"tags":2605},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[1004,1140,1963,1964,1673],{"title":2607,"description":2608,"path":2609,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2610,"tags":2611},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[1358,1359,947,1211,1005],{"title":2613,"description":2614,"path":2615,"category":2318,"date":1112,"updatedAt":1112,"sourceType":872,"source":2616,"tags":2617},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[1078,1020,1059,1080,1377],{"title":2619,"description":2620,"path":2621,"category":2318,"date":1112,"updatedAt":1112,"sourceType":872,"source":2622,"tags":2623},"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",[1078,1758,1020,898,920],{"title":2625,"description":2626,"path":2627,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2306,"tags":2628},"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",[1671,1672,1674,1673],{"title":2630,"description":2631,"path":2632,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2332,"tags":2633},"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",[956,1245,1059,971,1578],{"title":2635,"description":2636,"path":2637,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2638,"tags":2639},"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",[1088,1087,2640,900,877],"threads",{"title":2642,"description":2643,"path":2644,"category":2318,"date":1065,"updatedAt":1065,"sourceType":872,"source":2645,"tags":2646},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[1418,1305,1419,997,901],{"title":2648,"description":2649,"path":2650,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2651,"tags":2652},"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",[1991,2653,2654,1990,920],"snapshot","rotation",{"title":2656,"description":2657,"path":2658,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2518,"tags":2659},"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",[1106,921,1860,1245,1712],{"title":2661,"description":2662,"path":2663,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2664,"tags":2665},"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",[921,1697,1699,1698,920],{"title":2667,"description":2668,"path":2669,"category":2670,"date":894,"updatedAt":894,"sourceType":1157,"source":2671,"tags":2672},"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",[921,2673,1277,919],"compliance",{"title":2675,"description":2676,"path":2677,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2651,"tags":2678},"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",[921,1990,1211,2679,920],"proxy",{"title":2681,"description":2682,"path":2683,"category":2318,"date":2001,"updatedAt":2001,"sourceType":872,"source":2684,"tags":2685},"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",[1106,2004,1474,2003,898],{"title":2687,"description":2688,"path":2689,"category":2318,"date":2001,"updatedAt":2001,"sourceType":872,"source":2690,"tags":2691},"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",[1047,1070,2010,1697,920],{"title":2693,"description":2694,"path":2695,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2696,"tags":2697},"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",[921,1712,1713,2698,898],"sandbox",{"title":2700,"description":2701,"path":2702,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2508,"tags":2703},"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",[2510,1157,1132,913,948],{"title":2705,"description":2706,"path":2707,"category":2318,"date":1112,"updatedAt":1112,"sourceType":872,"source":2696,"tags":2708},"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",[1712,1861,1104,1088,921],{"title":2710,"description":2711,"path":2712,"category":2318,"date":2001,"updatedAt":2001,"sourceType":872,"source":2713,"tags":2714},"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",[2003,1078,2029,2030,2715],"compatibility",{"title":2717,"description":2718,"path":2719,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2363,"tags":2720},"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",[1732,921,971,898,1080],{"title":2722,"description":2723,"path":2724,"category":2318,"date":1517,"updatedAt":1517,"sourceType":872,"source":2483,"tags":2725},"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",[898,1027,1519,1845,1106],{"title":2727,"description":2728,"path":2729,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2730,"tags":2731},"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",[2077,1674,1352,898,2485],{"title":2733,"description":2734,"path":2735,"category":2318,"date":1012,"updatedAt":1012,"sourceType":872,"source":2736,"tags":2737},"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",[1744,1745,1746,1747,1748],{"title":2739,"description":2740,"path":2741,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2508,"tags":2742},"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",[2510,1180,2743,2744,1194],"phone","tts",{"title":2746,"description":2747,"path":2748,"category":2318,"date":1102,"updatedAt":1102,"sourceType":872,"source":2749,"tags":2750},"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",[1180,1505,1506,1059,1246],{"title":2752,"description":2753,"path":2754,"category":2111,"date":969,"updatedAt":969,"sourceType":872,"source":2332,"tags":2755},"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",[956,1027,1525,1166,2418],{"title":2757,"description":2758,"path":2759,"category":2318,"date":1517,"updatedAt":1517,"sourceType":872,"source":2760,"tags":2761},"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",[1027,956,1519,898,1217],{"title":2763,"description":2764,"path":2765,"category":2318,"date":1085,"updatedAt":1085,"sourceType":872,"source":2610,"tags":2766},"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",[947,1359,1140,1211,1377],{"title":2768,"description":2769,"path":2770,"category":2771,"date":2772,"updatedAt":2772,"sourceType":895,"source":2773,"tags":2774},"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",[2775,2776,901,2510,2777],"site-update","content","weekly",{"title":2779,"description":2780,"path":2781,"category":2782,"date":2112,"updatedAt":961,"sourceType":872,"source":2113,"tags":2783},"OpenClaw 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