[{"data":1,"prerenderedAt":3173},["ShallowReactive",2],{"docs:manual/message-retries-and-delivery":3,"content-manifest":532},{"id":4,"title":5,"body":6,"category":514,"date":515,"description":516,"extension":517,"meta":518,"navigation":519,"path":520,"seo":521,"source":522,"sourceName":523,"sourceType":524,"stem":525,"tags":526,"updatedAt":530,"__hash__":531},"docs/docs/manual/message-retries-and-delivery.md","消息投递、重试与响应行为",{"type":7,"value":8,"toc":495},"minimark",[9,13,17,20,33,37,40,51,54,57,60,81,84,98,101,105,108,113,128,132,135,154,160,163,166,169,172,291,294,297,300,317,320,323,327,330,345,348,352,355,408,411,422,425,428,431,434,437,440,443,446,458,461,464,491],[10,11,5],"h1",{"id":12},"消息投递重试与响应行为",[14,15,16],"p",{},"很多人遇到“没回复”时，会直觉认为是模型没工作。但官方文档把消息、重试和渠道行为单独拆开，说明在 OpenClaw 里，“能不能成功把消息送出去”本身就是一层独立机制。",[14,18,19],{},"更适合的理解方式是：",[21,22,23,27,30],"ul",{},[24,25,26],"li",{},"模型生成只是中间环节",[24,28,29],{},"发送到渠道还要经过投递层",[24,31,32],{},"重试按单次 HTTP 请求发生，而不是整个多步骤流程一起重来",[34,35,36],"h2",{"id":36},"官方重试策略的核心原则",[14,38,39],{},"官方中文文档明确给了三条目标：",[21,41,42,45,48],{},[24,43,44],{},"按 HTTP 请求重试，而不是按整个流程重试",[24,46,47],{},"只重试当前失败步骤，尽量保持顺序",[24,49,50],{},"避免重复执行非幂等动作",[14,52,53],{},"这意味着如果一个复杂流程里前面两步已经成功，OpenClaw 不会为了最后一步失败就把整条链全部重做。",[34,55,56],{"id":56},"默认重试参数怎么理解",[14,58,59],{},"官方文档给出的默认值是：",[21,61,62,69,75],{},[24,63,64,65],{},"尝试次数：",[66,67,68],"code",{},"3",[24,70,71,72],{},"最大延迟：",[66,73,74],{},"30000 ms",[24,76,77,78],{},"抖动：",[66,79,80],{},"0.1",[14,82,83],{},"并且对不同渠道给了默认最小延迟：",[21,85,86,92],{},[24,87,88,89],{},"Telegram：",[66,90,91],{},"400 ms",[24,93,94,95],{},"Discord：",[66,96,97],{},"500 ms",[14,99,100],{},"这说明渠道重试并不是“无限重试直到成功”，而是有限次数、有限延迟的保护机制。",[34,102,104],{"id":103},"discord-和-telegram-的行为不一样","Discord 和 Telegram 的行为不一样",[14,106,107],{},"官方文档把两个渠道的重试条件写得很清楚。",[109,110,112],"h3",{"id":111},"discord","Discord",[14,114,115,116,119,120,123,124,127],{},"Discord 只会在速率限制错误，也就是 ",[66,117,118],{},"HTTP 429"," 时重试。",[121,122],"br",{},"\n如果返回了 ",[66,125,126],{},"retry_after","，就按它来；否则走指数退避。",[109,129,131],{"id":130},"telegram","Telegram",[14,133,134],{},"Telegram 会对更多“瞬时问题”做重试，例如：",[21,136,137,142,145,148,151],{},[24,138,139],{},[66,140,141],{},"429",[24,143,144],{},"超时",[24,146,147],{},"连接重置",[24,149,150],{},"连接关闭",[24,152,153],{},"临时不可用",[14,155,156,157,159],{},"同样，如果有 ",[66,158,126],{}," 会优先使用；否则走指数退避。",[14,161,162],{},"另外一个很实用的细节是：Markdown 解析错误不会重试，而是回退为纯文本。",[14,164,165],{},"这能解释很多“为什么 Telegram 最后发出去了，但格式没了”的情况。",[34,167,168],{"id":168},"配置应该放在哪里",[14,170,171],{},"官方给出的重试配置挂在具体渠道下，例如：",[173,174,179],"pre",{"className":175,"code":176,"language":177,"meta":178,"style":178},"language-json shiki shiki-themes github-light github-dark","{\n  \"channels\": {\n    \"telegram\": {\n      \"retry\": {\n        \"attempts\": 3,\n        \"minDelayMs\": 400,\n        \"maxDelayMs\": 30000,\n        \"jitter\": 0.1\n      }\n    }\n  }\n}\n","json","",[66,180,181,190,200,208,216,230,243,256,267,273,279,285],{"__ignoreMap":178},[182,183,186],"span",{"class":184,"line":185},"line",1,[182,187,189],{"class":188},"sVt8B","{\n",[182,191,193,197],{"class":184,"line":192},2,[182,194,196],{"class":195},"sj4cs","  \"channels\"",[182,198,199],{"class":188},": {\n",[182,201,203,206],{"class":184,"line":202},3,[182,204,205],{"class":195},"    \"telegram\"",[182,207,199],{"class":188},[182,209,211,214],{"class":184,"line":210},4,[182,212,213],{"class":195},"      \"retry\"",[182,215,199],{"class":188},[182,217,219,222,225,227],{"class":184,"line":218},5,[182,220,221],{"class":195},"        \"attempts\"",[182,223,224],{"class":188},": ",[182,226,68],{"class":195},[182,228,229],{"class":188},",\n",[182,231,233,236,238,241],{"class":184,"line":232},6,[182,234,235],{"class":195},"        \"minDelayMs\"",[182,237,224],{"class":188},[182,239,240],{"class":195},"400",[182,242,229],{"class":188},[182,244,246,249,251,254],{"class":184,"line":245},7,[182,247,248],{"class":195},"        \"maxDelayMs\"",[182,250,224],{"class":188},[182,252,253],{"class":195},"30000",[182,255,229],{"class":188},[182,257,259,262,264],{"class":184,"line":258},8,[182,260,261],{"class":195},"        \"jitter\"",[182,263,224],{"class":188},[182,265,266],{"class":195},"0.1\n",[182,268,270],{"class":184,"line":269},9,[182,271,272],{"class":188},"      }\n",[182,274,276],{"class":184,"line":275},10,[182,277,278],{"class":188},"    }\n",[182,280,282],{"class":184,"line":281},11,[182,283,284],{"class":188},"  }\n",[182,286,288],{"class":184,"line":287},12,[182,289,290],{"class":188},"}\n",[14,292,293],{},"也就是说，重试不是全局一个开关，而更适合按渠道分别调。",[34,295,296],{"id":296},"重试适用于哪些动作",[14,298,299],{},"官方文档特别提醒：重试是按请求应用的。它适用于：",[21,301,302,305,308,311,314],{},[24,303,304],{},"消息发送",[24,306,307],{},"媒体上传",[24,309,310],{},"表情回应",[24,312,313],{},"投票",[24,315,316],{},"贴纸",[14,318,319],{},"但组合流程不会把已经成功的步骤再重来。",[14,321,322],{},"这条边界很重要，因为它能避免很多重复发送或重复执行的副作用。",[34,324,326],{"id":325},"为什么群聊看起来更容易没反应","为什么群聊看起来更容易“没反应”",[14,328,329],{},"从官方首页和消息相关文档来看，群聊本来就常常有额外门槛，例如：",[21,331,332,337,340],{},[24,333,334],{},[66,335,336],{},"allowFrom",[24,338,339],{},"提及要求",[24,341,342],{},[66,343,344],{},"messages.groupChat.mentionPatterns",[14,346,347],{},"所以“群里没回复”不一定是重试没工作，也可能是消息根本没有被判定为应该进入生成流程。",[34,349,351],{"id":350},"faq-里最值得记的一点","FAQ 里最值得记的一点",[14,353,354],{},"官方 FAQ 对“卡在 wake up my friend”这类问题给了一个很关键的排查顺序：",[173,356,360],{"className":357,"code":358,"language":359,"meta":178,"style":178},"language-bash shiki shiki-themes github-light github-dark","openclaw gateway restart\nopenclaw status\nopenclaw models status\nopenclaw logs --follow\nopenclaw doctor\n","bash",[66,361,362,375,382,391,401],{"__ignoreMap":178},[182,363,364,368,372],{"class":184,"line":185},[182,365,367],{"class":366},"sScJk","openclaw",[182,369,371],{"class":370},"sZZnC"," gateway",[182,373,374],{"class":370}," restart\n",[182,376,377,379],{"class":184,"line":192},[182,378,367],{"class":366},[182,380,381],{"class":370}," status\n",[182,383,384,386,389],{"class":184,"line":202},[182,385,367],{"class":366},[182,387,388],{"class":370}," models",[182,390,381],{"class":370},[182,392,393,395,398],{"class":184,"line":210},[182,394,367],{"class":366},[182,396,397],{"class":370}," logs",[182,399,400],{"class":195}," --follow\n",[182,402,403,405],{"class":184,"line":218},[182,404,367],{"class":366},[182,406,407],{"class":370}," doctor\n",[14,409,410],{},"这组命令的意义是把问题拆成三层：",[21,412,413,416,419],{},[24,414,415],{},"Gateway 有没有真正起来",[24,417,418],{},"模型和认证有没有正常工作",[24,420,421],{},"投递链有没有报错",[34,423,424],{"id":424},"中文用户最常见的误区",[109,426,427],{"id":427},"看到没回复就只查模型",[14,429,430],{},"很多时候其实是投递层、速率限制或渠道权限问题。",[109,432,433],{"id":433},"以为重试会把整条流程全部重跑",[14,435,436],{},"官方并不是这么设计的，它更偏“只补当前失败请求”。",[109,438,439],{"id":439},"群聊没回复就怀疑系统坏了",[14,441,442],{},"群聊场景还受提及规则和 allowlist 约束，先看消息是否真的进入了处理链。",[34,444,445],{"id":445},"更稳的排查顺序",[447,448,449,452,455],"ol",{},[24,450,451],{},"先看消息是否被允许进入",[24,453,454],{},"再看模型是否有正常生成",[24,456,457],{},"最后再看渠道投递和重试",[14,459,460],{},"如果你直接把“未回复”归因为某一层，排障成本会很高。",[34,462,463],{"id":463},"下一步推荐",[21,465,466,473,479,485],{},[24,467,468],{},[469,470,472],"a",{"href":471},"/docs/manual/channels-overview","Channels 概览",[24,474,475],{},[469,476,478],{"href":477},"/docs/manual/session-and-pairing","Session 与配对机制",[24,480,481],{},[469,482,484],{"href":483},"/docs/reference/troubleshooting","故障排除与诊断思路",[24,486,487],{},[469,488,490],{"href":489},"/docs/operations/safety-basics","安全基础",[492,493,494],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}",{"title":178,"searchDepth":192,"depth":192,"links":496},[497,498,499,503,504,505,506,507,512,513],{"id":36,"depth":192,"text":36},{"id":56,"depth":192,"text":56},{"id":103,"depth":192,"text":104,"children":500},[501,502],{"id":111,"depth":202,"text":112},{"id":130,"depth":202,"text":131},{"id":168,"depth":192,"text":168},{"id":296,"depth":192,"text":296},{"id":325,"depth":192,"text":326},{"id":350,"depth":192,"text":351},{"id":424,"depth":192,"text":424,"children":508},[509,510,511],{"id":427,"depth":202,"text":427},{"id":433,"depth":202,"text":433},{"id":439,"depth":202,"text":439},{"id":445,"depth":192,"text":445},{"id":463,"depth":192,"text":463},"功能",null,"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。","md",{},true,"/docs/manual/message-retries-and-delivery",{"title":5,"description":516},"https://docs.openclaw.ai/zh-CN/concepts/retry","OpenClaw 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核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[546,547,548,549,550,551],"concepts","gateway","agent","channels","tools","memory",{"title":553,"description":554,"path":555,"category":542,"updatedAt":556,"sourceType":544,"tags":557},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[558,559,560,561,562],"developers","teams","architecture","configuration","skills",{"title":564,"description":565,"path":566,"category":542,"updatedAt":556,"sourceType":544,"tags":567},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[568,569,547,570,571],"enterprise","operations","security","upgrades",{"title":573,"description":574,"path":575,"category":542,"updatedAt":576,"sourceType":524,"tags":577},"创建第一个 Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[548,578,579,580],"quickstart","tutorial","basics",{"title":582,"description":583,"path":584,"category":542,"updatedAt":576,"sourceType":524,"tags":585},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[549,578,579,580],{"title":587,"description":588,"path":589,"category":542,"updatedAt":576,"sourceType":524,"tags":590},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[562,578,579,580],{"title":592,"description":593,"path":594,"category":542,"updatedAt":576,"sourceType":524,"tags":595},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[596,597,578,579],"workflow","automation",{"title":599,"description":600,"path":601,"category":542,"updatedAt":576,"sourceType":524,"tags":602},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started",[578,603,604,605],"installation","onboarding","dashboard",{"title":607,"description":608,"path":609,"category":542,"updatedAt":610,"sourceType":524,"tags":611},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide","2026-03-11",[604,612,613,547],"daemon","setup",{"title":615,"description":616,"path":617,"category":542,"updatedAt":618,"sourceType":524,"tags":619},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote","2026-03-21",[604,620,621,547,622],"remote","local","wizard",{"title":624,"description":625,"path":626,"category":542,"updatedAt":556,"sourceType":544,"tags":627},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 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allowedOrigins 等关键边界。","/docs/operations/control-ui-remote-access",[820,605,1204,1205,1206],"remote-access","tailscale","allowedOrigins",{"title":1208,"description":1209,"path":1210,"category":1187,"updatedAt":741,"sourceType":524,"tags":1211},"Cron 的 retention 和 run log pruning 怎么工作","基于最新官方 Cron Jobs 与配置文档，解释 isolated cron run 的 sessionRetention、runLog 裁剪、transcript archive 和高频调度下的磁盘足迹，避免把 cron 当成无限保留的后台队列。","/docs/operations/cron-retention-and-run-log-pruning",[724,1212,1123,1213,569],"retention","runlog",{"title":1215,"description":1216,"path":1217,"category":1187,"updatedAt":618,"sourceType":524,"tags":1218},"定时任务与心跳怎么选","根据最新官方自动化文档，解释 Heartbeat、Cron main、Cron isolated 三种机制分别适合什么场景，以及它们在精度、上下文和成本上的差异。","/docs/operations/cron-vs-heartbeat",[597,724,1219,1220,569],"heartbeat","scheduling",{"title":1222,"description":1223,"path":1224,"category":1187,"updatedAt":741,"sourceType":524,"tags":1225},"Dashboard 管理面怎么更稳地开放","基于最新官方 Dashboard、remote access 和 pairing 文档，整理管理员面该如何开放、保存 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OpenClaw。","/docs/operations/gmail-pubsub",[1260,1261,1181,597,1205],"gmail","pubsub",{"title":1263,"description":1264,"path":1265,"category":1187,"updatedAt":556,"sourceType":524,"tags":1266},"长期运行时，如何管理会话、记忆与压缩","把 session、memory、compaction 和重置策略放到同一条治理链里，帮助长期运行的 OpenClaw 环境建立更稳定的上下文边界。","/docs/operations/long-session-governance",[701,551,1122,1025,569],{"title":1268,"description":1269,"path":1270,"category":1187,"updatedAt":661,"sourceType":524,"tags":1271},"模型选型与成本控制","从主力模型、fallback、国内 provider 和低价值任务分流四个角度理解 OpenClaw 的模型配置策略与成本控制方法。","/docs/operations/model-strategy-and-cost",[669,1272,734,1051,1273,1274,1275],"cost","qwen","qianfan","kimi",{"title":1277,"description":1278,"path":1279,"category":1187,"updatedAt":618,"sourceType":524,"tags":1280},"用 models status 做模型健康检查","基于最新官方 Models CLI 与 Auth Monitoring 文档，整理 openclaw models status 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之间做选择。","/docs/operations/remote-access",[620,1329,1205,547,569],"ssh",{"title":1331,"description":1332,"path":1333,"category":1187,"updatedAt":610,"sourceType":524,"tags":1334},"Remote Operators 与多设备协作","当 Gateway 跑在远程主机、操作入口分散在多台设备上时，如何理解 operator、node 和长期在线实例的协作边界。","/docs/operations/remote-operators-and-nodes",[620,1335,715,1205,1329,899],"operators",{"title":1337,"description":1338,"path":489,"category":1187,"updatedAt":610,"sourceType":524,"tags":1339},"OpenClaw 安全配置基础","从 Gateway auth、allowlist、Control UI 暴露方式和 Tailscale/SSH 接入策略理解 OpenClaw 的基础安全边界。",[570,736,1205,605],{"title":1341,"description":1342,"path":1343,"category":1187,"updatedAt":661,"sourceType":524,"tags":1344},"security audit、--deep 和 --fix 该怎么配合","基于最新官方安全文档，解释 openclaw security audit、--deep 与 --fix 各自适合什么阶段，哪些问题适合自动修复，哪些仍应人工复核。","/docs/operations/security-audit-fix-and-review",[570,1345,1346,1347,569],"audit","hardening","fix",{"title":1349,"description":1350,"path":1351,"category":1187,"updatedAt":741,"sourceType":524,"tags":1352},"sessions cleanup 和 session maintenance 应该怎么配合","基于最新官方 sessions CLI 文档，解释 openclaw sessions cleanup 的作用范围、dry-run/enforce 语义、active-key 保护，以及它和 cron maintenance 不是同一层清理。","/docs/operations/sessions-cleanup-and-maintenance",[701,1353,1323,1354,569],"cleanup","transcripts",{"title":1356,"description":1357,"path":1358,"category":1187,"updatedAt":759,"sourceType":524,"tags":1359},"shared inbox 的运营边界和信任模型","基于最新官方 Security、Session 和 Groups 文档，解释 OpenClaw 对 shared inbox 的默认安全假设、适合的协作硬化方式，以及为什么真正的互不信任多租户场景更应该拆成独立 gateway。","/docs/operations/shared-inbox-trust-boundaries",[570,1360,1361,547,569],"shared-inbox","trust-model",{"title":1363,"description":1364,"path":1365,"category":1187,"updatedAt":530,"sourceType":524,"tags":1366},"Tailscale Serve / Funnel 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1380,1205,1381,736,547,570],{"title":1388,"description":1389,"path":1390,"category":1187,"updatedAt":661,"sourceType":524,"tags":1391},"stable、beta、dev 更新通道该怎么选","基于最新官方 update CLI 与 Updating 文档，解释 OpenClaw 的 stable、beta、dev 三条更新轨道、auto-updater 行为和更适合的长期 rollout 顺序。","/docs/operations/update-channels-and-safe-rollout",[1392,549,1393,1394,1395,1396],"update","stable","beta","dev","rollout",{"title":1398,"description":1399,"path":1400,"category":1401,"updatedAt":769,"sourceType":524,"tags":1402},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback","参考",[1403,141,1404,1405,1406],"anthropic","context1m","failover","reference",{"title":1408,"description":1409,"path":1410,"category":1401,"updatedAt":610,"sourceType":524,"tags":1411},"API 与参考资料阅读入口","说明 OpenClaw 的参考资料应如何阅读，以及中文用户在查 CLI、配置、诊断和模块说明时该怎么找信息。","/docs/reference/api-reference-overview",[1406,726,1096,1412],"diagnostics",{"title":1414,"description":1415,"path":1416,"category":1401,"updatedAt":661,"sourceType":524,"tags":1417},"approvals CLI、网关与节点 allowlist 怎么管理","基于最新官方 approvals CLI 与 Exec Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[864,978,862,547,1418,1406],"node",{"title":1420,"description":1421,"path":1422,"category":1401,"updatedAt":769,"sourceType":524,"tags":1423},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[736,1000,1405,701,1406],{"title":1425,"description":1426,"path":1427,"category":1401,"updatedAt":769,"sourceType":524,"tags":1428},"setup code、bootstrapToken 和 /pair pending 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完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[561,1406,1470,1471],"settings","options",{"title":1473,"description":1474,"path":1475,"category":1401,"updatedAt":618,"sourceType":524,"tags":1476},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[820,898,899,841,1226],{"title":1478,"description":1479,"path":1480,"category":1401,"updatedAt":769,"sourceType":524,"tags":1481},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[724,528,1482,1058,1406],"scheduler",{"title":1484,"description":1485,"path":1486,"category":1401,"updatedAt":1165,"sourceType":524,"tags":1487},"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",[605,840,1488,1489,736],"secretref","sessionStorage",{"title":1491,"description":1492,"path":1493,"category":1494,"updatedAt":530,"sourceType":524,"tags":1495},"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",[1496,1497,1498,1245,965],"debugging","debug","runtime-overrides",{"title":1500,"description":1501,"path":1502,"category":1401,"updatedAt":741,"sourceType":524,"tags":1503},"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",[1412,1504,1505,1497,1406],"logging","flags",{"title":1507,"description":1508,"path":1509,"category":1401,"updatedAt":741,"sourceType":524,"tags":1510},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1099,561,771,1524,1406],"shell",{"title":1526,"description":1527,"path":1528,"category":1401,"updatedAt":661,"sourceType":544,"tags":1529},"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",[1530,1320,811,1531,1322],"sources","trust",{"title":1533,"description":1534,"path":1535,"category":1401,"updatedAt":618,"sourceType":524,"tags":1536},"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",[547,1537,726,1173,716],"rpc",{"title":1539,"description":1540,"path":1541,"category":1401,"updatedAt":741,"sourceType":524,"tags":1542},"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",[898,899,547,715,1406],{"title":1544,"description":1545,"path":1546,"category":1401,"updatedAt":1165,"sourceType":524,"tags":1547},"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",[763,547,676,605,1406],{"title":1549,"description":1550,"path":1551,"category":1401,"updatedAt":769,"sourceType":524,"tags":1552},"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",[547,1173,1553,1554,1406],"protocol","scopes",{"title":1556,"description":1557,"path":1558,"category":1401,"updatedAt":759,"sourceType":524,"tags":1559},"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",[762,1560,744,978,527],"mention",{"title":1562,"description":1563,"path":1564,"category":1401,"updatedAt":769,"sourceType":524,"tags":1565},"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",[1219,1566,1567,1568,1406],"visibility","activeHours","alerts",{"title":1570,"description":1571,"path":1572,"category":1401,"updatedAt":759,"sourceType":524,"tags":1573},"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",[1167,1173,1574,547,1406],"sdk",{"title":1576,"description":1577,"path":1578,"category":1401,"updatedAt":759,"sourceType":524,"tags":1579},"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",[561,1580,1197,1581,1406],"include","arrays",{"title":1583,"description":1584,"path":1585,"category":1401,"updatedAt":741,"sourceType":524,"tags":1586},"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",[1007,1587,864,596,1406],"invoke",{"title":1589,"description":1590,"path":1591,"category":1401,"updatedAt":769,"sourceType":524,"tags":1592},"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",[551,1593,1594,1595,1596,1406],"hybrid-search","ranking","mmr","retrieval",{"title":1598,"description":1599,"path":1600,"category":1401,"updatedAt":661,"sourceType":524,"tags":1601},"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",[669,1602,736,734,1406],"probe",{"title":1604,"description":1605,"path":1606,"category":1401,"updatedAt":1094,"sourceType":524,"tags":1607},"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",[898,899,336,1608,1226],"credentials",{"title":1610,"description":1611,"path":1612,"category":1401,"updatedAt":661,"sourceType":524,"tags":1613},"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",[653,794,1614,1615,1322,1406],"npm","pin",{"title":1617,"description":1618,"path":1619,"category":1494,"updatedAt":618,"sourceType":524,"tags":1620},"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",[1496,1621,965,734,928],"raw-stream",{"title":1623,"description":1624,"path":1625,"category":1401,"updatedAt":769,"sourceType":524,"tags":1626},"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",[620,1627,736,547,1406],"tlsFingerprint",{"title":1629,"description":1630,"path":1631,"category":1401,"updatedAt":769,"sourceType":524,"tags":1632},"回复机器人消息也算 mention 吗，pending history 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评论流一起推进到了更成熟的位置。","/news/openclaw-2026-4-1-release","https://github.com/openclaw/openclaw/releases/tag/v2026.4.1",[1320,723,1066,732,876,735],{"title":1963,"description":1964,"path":1965,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":1967,"tags":1968},"OpenClaw 集成观察：HTTP API、Gateway WebSocket 与 SDK 的三层接口面正在被官方写清","基于 2026 年 3 月 25 日可见的官方 API、Web 与 Gateway 文档，最近开发者侧最值得关注的变化之一是不同接口面的分工正在被官方主动拆清。","/news/openclaw-api-surface-watch-2026-03-25","生态观察","https://docs.openclaw.ai/api/v2",[1167,1173,1574,547,1969],"integration",{"title":1971,"description":1972,"path":1973,"category":1966,"date":661,"updatedAt":661,"sourceType":524,"source":1974,"tags":1975},"OpenClaw 执行审批观察：CLI、per-agent allowlist 与聊天转发正在把宿主机执行面做成正式治理层","基于 2026 年 3 月 24 日可见的官方 approvals CLI 与 Exec Approvals 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[726,547,1537,716,569],{"title":2038,"description":2039,"path":2040,"category":1966,"date":741,"updatedAt":741,"sourceType":524,"source":2041,"tags":2042},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[561,1099,743,2043,569],"overrides",{"title":2045,"description":2046,"path":2047,"category":1760,"date":618,"updatedAt":618,"sourceType":524,"source":1954,"tags":2048},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 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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",[2158,551,848,2195,2196],"vector-search","knowledge",{"title":2198,"description":2199,"path":2200,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2201,"tags":2202},"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",[1560,762,130,111,855],{"title":2204,"description":2205,"path":2206,"category":1966,"date":741,"updatedAt":741,"sourceType":524,"source":2207,"tags":2208},"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",[527,676,744,529,549],{"title":2210,"description":2211,"path":2212,"category":1966,"date":661,"updatedAt":661,"sourceType":524,"source":2035,"tags":2213},"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",[669,1602,734,736,1282],{"title":2215,"description":2216,"path":2217,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2218,"tags":2219},"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",[715,897,547,898,899],{"title":2221,"description":2222,"path":2223,"category":1760,"date":618,"updatedAt":618,"sourceType":524,"source":2224,"tags":2225},"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",[604,1745,1019,1746,1323],{"title":2227,"description":2228,"path":2229,"category":1966,"date":1165,"updatedAt":1165,"sourceType":524,"source":2054,"tags":2230},"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",[1335,841,820,898,620],{"title":2232,"description":2233,"path":2234,"category":1966,"date":769,"updatedAt":769,"sourceType":524,"source":2235,"tags":2236},"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",[605,676,1173,1335,716],{"title":2238,"description":2239,"path":2240,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2077,"tags":2241},"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",[898,336,549,1441,569],{"title":2243,"description":2244,"path":2245,"category":1760,"date":618,"updatedAt":618,"sourceType":524,"source":2246,"tags":2247},"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",[653,812,655,811,813],{"title":2249,"description":2250,"path":2251,"category":1966,"date":661,"updatedAt":661,"sourceType":524,"source":2252,"tags":2253},"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",[653,794,1614,1615,1322],{"title":2255,"description":2256,"path":2257,"category":1966,"date":661,"updatedAt":661,"sourceType":524,"source":2258,"tags":2259},"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",[1006,1007,596,864,654],{"title":2261,"description":2262,"path":2263,"category":1966,"date":769,"updatedAt":769,"sourceType":524,"source":2264,"tags":2265},"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",[734,669,715,736,1025],{"title":2267,"description":2268,"path":2269,"category":1966,"date":769,"updatedAt":769,"sourceType":524,"source":2270,"tags":2271},"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",[734,1405,669,547,569],{"title":2273,"description":2274,"path":2275,"category":1760,"date":618,"updatedAt":618,"sourceType":524,"source":1954,"tags":2276},"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",[1320,1321,1323,1322],{"title":2278,"description":2279,"path":2280,"category":1966,"date":741,"updatedAt":741,"sourceType":524,"source":1980,"tags":2281},"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",[605,898,715,620,1226],{"title":2283,"description":2284,"path":2285,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2286,"tags":2287},"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",[744,743,2288,549,745],"threads",{"title":2290,"description":2291,"path":2292,"category":1966,"date":721,"updatedAt":721,"sourceType":524,"source":2293,"tags":2294},"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",[1066,957,1067,646,550],{"title":2296,"description":2297,"path":2298,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2299,"tags":2300},"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",[1642,2301,2302,1641,569],"snapshot","rotation",{"title":2304,"description":2305,"path":2306,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2166,"tags":2307},"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",[763,570,1511,898,1360],{"title":2309,"description":2310,"path":2311,"category":1966,"date":661,"updatedAt":661,"sourceType":524,"source":2312,"tags":2313},"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",[570,1345,1347,1346,569],{"title":2315,"description":2316,"path":2317,"category":2318,"date":543,"updatedAt":543,"sourceType":811,"source":2319,"tags":2320},"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",[570,2321,928,568],"compliance",{"title":2323,"description":2324,"path":2325,"category":1966,"date":741,"updatedAt":741,"sourceType":524,"source":2299,"tags":2326},"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",[570,1641,864,2327,569],"proxy",{"title":2329,"description":2330,"path":2331,"category":1966,"date":1652,"updatedAt":1652,"sourceType":524,"source":2332,"tags":2333},"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",[763,1655,1122,1654,547],{"title":2335,"description":2336,"path":2337,"category":1966,"date":1652,"updatedAt":1652,"sourceType":524,"source":2338,"tags":2339},"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",[701,726,1661,1345,569],{"title":2341,"description":2342,"path":2343,"category":1966,"date":759,"updatedAt":759,"sourceType":524,"source":2344,"tags":2345},"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",[570,1360,1361,2346,547],"sandbox",{"title":2348,"description":2349,"path":2350,"category":1760,"date":618,"updatedAt":618,"sourceType":524,"source":2156,"tags":2351},"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",[2158,811,130,562,597],{"title":2353,"description":2354,"path":2355,"category":1966,"date":769,"updatedAt":769,"sourceType":524,"source":2344,"tags":2356},"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 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