[{"data":1,"prerenderedAt":2856},["ShallowReactive",2],{"docs:reference/remote-auth-fallback-and-tls-fingerprint":3,"content-manifest":346},{"id":4,"title":5,"body":6,"category":327,"date":328,"description":329,"extension":330,"meta":331,"navigation":332,"path":333,"seo":334,"source":335,"sourceName":336,"sourceType":337,"stem":338,"tags":339,"updatedAt":344,"__hash__":345},"docs/docs/reference/remote-auth-fallback-and-tls-fingerprint.md","remote auth fallback 和 tlsFingerprint 应该什么时候用",{"type":7,"value":8,"toc":306},"minimark",[9,13,17,34,37,44,54,57,65,68,72,75,94,97,105,108,112,115,126,129,142,148,155,158,175,178,186,189,192,198,214,217,220,228,231,238,241,245,248,251,254,279,282,285],[10,11,5],"h1",{"id":12},"remote-auth-fallback-和-tlsfingerprint-应该什么时候用",[14,15,16],"p",{},"官方最近的 Remote Access 文档补了两条非常值得单独拎出来看的边界：",[18,19,20,28],"ul",{},[21,22,23,27],"li",{},[24,25,26],"code",{},"gateway.remote.*"," 并不总是主认证来源",[21,29,30,33],{},[24,31,32],{},"gateway.remote.tlsFingerprint"," 只在特定远程 TLS 场景里有意义",[14,35,36],{},"这两条如果没看清，远程排障时很容易把问题方向带偏。",[38,39,41,43],"h2",{"id":40},"gatewayremote-更像远程连接兜底层",[24,42,26],{}," 更像远程连接兜底层",[14,45,46,47,50,51,53],{},"从官方当前表述看，本地调用路径只有在 ",[24,48,49],{},"gateway.auth.*"," 没显式配置时，才会把 ",[24,52,26],{}," 当 fallback。",[14,55,56],{},"这意味着：",[18,58,59,62],{},[21,60,61],{},"它不是“永远会接管认证”",[21,63,64],{},"也不是“配置了就一定优先生效”",[14,66,67],{},"更准确地说，它只在主认证链没有明确写死时，才承担兜底角色。",[38,69,71],{"id":70},"为什么官方强调-unresolved-secretref-要-fail-closed","为什么官方强调 unresolved SecretRef 要 fail closed",[14,73,74],{},"Remote 文档里最近特别补了一句很关键的话：",[18,76,77,88,91],{},[21,78,79,80,83,84,87],{},"如果 ",[24,81,82],{},"gateway.auth.token"," 或 ",[24,85,86],{},"gateway.auth.password"," 是通过 SecretRef 显式配置的",[21,89,90],{},"但运行时没有解析出来",[21,92,93],{},"系统会 fail closed",[14,95,96],{},"这条规则的意义很大，因为它避免了另一种更危险的行为：",[18,98,99,102],{},[21,100,101],{},"明明主认证没有准备好",[21,103,104],{},"却悄悄退回到 remote fallback",[14,106,107],{},"官方现在明确不让这种“蒙混过关式的兜底”发生。",[38,109,111],{"id":110},"什么时候该优先检查主认证不是-remote","什么时候该优先检查主认证，不是 remote",[14,113,114],{},"如果你碰到的是下面这些现象：",[18,116,117,120,123],{},[21,118,119],{},"明明远程地址是对的，但还是 unauthorized",[21,121,122],{},"切换实例后浏览器状态异常",[21,124,125],{},"SecretRef 刚改完，结果认证链突然不一致",[14,127,128],{},"那更适合先查：",[18,130,131,135,139],{},[21,132,133],{},[24,134,82],{},[21,136,137],{},[24,138,86],{},[21,140,141],{},"SecretRef 是否真的已解析",[14,143,144,145,147],{},"而不是先假设 ",[24,146,26],{}," 会自动帮你补上。",[38,149,151,154],{"id":150},"tlsfingerprint-真正解决的是什么",[24,152,153],{},"tlsFingerprint"," 真正解决的是什么",[14,156,157],{},"官方还补了一条容易被忽略的能力：",[18,159,160,167,172],{},[21,161,162,163,166],{},"当你通过 ",[24,164,165],{},"wss://"," 连远程 Gateway 时",[21,168,169,170],{},"可以配置 ",[24,171,32],{},[21,173,174],{},"用来 pin 远程 TLS 证书",[14,176,177],{},"它保护的不是“网页能不能打开”，而是：",[18,179,180,183],{},[21,181,182],{},"你连接到的这台远程 Gateway",[21,184,185],{},"是否真的是你预期的那台 TLS 终点",[14,187,188],{},"这更像一层远程证书身份确认。",[38,190,191],{"id":191},"它什么时候值得配置",[14,193,194,195,197],{},"更适合考虑 ",[24,196,153],{}," 的情况通常是：",[18,199,200,203,208,211],{},[21,201,202],{},"Gateway 长期跑在另一台主机",[21,204,205,206],{},"你明确走 ",[24,207,165],{},[21,209,210],{},"你希望把远端证书固定下来",[21,212,213],{},"你不想只依赖默认 TLS 信任链",[14,215,216],{},"如果你只是本机 localhost、SSH tunnel，或者纯 tailnet 内部短链路，这个配置通常不会是第一优先级。",[38,218,219],{"id":219},"哪些误判最常见",[221,222,224,225,227],"h3",{"id":223},"_1-把-gatewayremote-当成万能补丁","1. 把 ",[24,226,26],{}," 当成万能补丁",[14,229,230],{},"它不是所有认证问题的兜底保险，尤其当主认证链已被显式配置时。",[221,232,234,235,237],{"id":233},"_2-把-tlsfingerprint-当成浏览器-token-问题的解法","2. 把 ",[24,236,153],{}," 当成浏览器 token 问题的解法",[14,239,240],{},"它处理的是远端 TLS 终点可信度，不处理浏览器 tab 的 token、pairing 或 session drift。",[221,242,244],{"id":243},"_3-secretref-没解析出来时还期待-fallback-自动顶上","3. SecretRef 没解析出来时还期待 fallback 自动顶上",[14,246,247],{},"官方当前策略就是 fail closed，这类情况本来就该停下来排主认证。",[38,249,250],{"id":250},"更稳的排障顺序",[14,252,253],{},"如果你在远程接入里卡住，更适合按这个顺序看：",[255,256,257,260,263,268,276],"ol",{},[21,258,259],{},"主认证链是否明确配置",[21,261,262],{},"SecretRef 是否已正确解析",[21,264,265,266],{},"当前是否真的在走 ",[24,267,165],{},[21,269,270,271,273,274],{},"若走 ",[24,272,165],{},"，再考虑 ",[24,275,153],{},[21,277,278],{},"最后再看 remote fallback 是否应该参与",[14,280,281],{},"这个顺序会比“所有 remote 配置一起猜”清楚很多。",[38,283,284],{"id":284},"下一步推荐",[18,286,287,294,300],{},[21,288,289],{},[290,291,293],"a",{"href":292},"/docs/operations/remote-access","远程访问与 Tailscale / SSH",[21,295,296],{},[290,297,299],{"href":298},"/docs/operations/dashboard-auth-mismatch-recovery","Dashboard 遇到 unauthorized、1008 和 AUTH_TOKEN_MISMATCH 时怎么恢复",[21,301,302],{},[290,303,305],{"href":304},"/docs/reference/dashboard-secretref-and-sessionstorage","Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解",{"title":307,"searchDepth":308,"depth":308,"links":309},"",2,[310,312,313,314,316,317,325,326],{"id":40,"depth":308,"text":311},"gateway.remote.* 更像远程连接兜底层",{"id":70,"depth":308,"text":71},{"id":110,"depth":308,"text":111},{"id":150,"depth":308,"text":315},"tlsFingerprint 真正解决的是什么",{"id":191,"depth":308,"text":191},{"id":219,"depth":308,"text":219,"children":318},[319,322,324],{"id":223,"depth":320,"text":321},3,"1. 把 gateway.remote.* 当成万能补丁",{"id":233,"depth":320,"text":323},"2. 把 tlsFingerprint 当成浏览器 token 问题的解法",{"id":243,"depth":320,"text":244},{"id":250,"depth":308,"text":250},{"id":284,"depth":308,"text":284},"参考",null,"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。","md",{},true,"/docs/reference/remote-auth-fallback-and-tls-fingerprint",{"title":5,"description":329},"https://docs.openclaw.ai/gateway/remote","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",[360,342,361,362,363,364],"concepts","agent","channels","tools","memory",{"title":366,"description":367,"path":368,"category":356,"updatedAt":369,"sourceType":358,"tags":370},"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",[371,372,373,374,375],"developers","teams","architecture","configuration","skills",{"title":377,"description":378,"path":379,"category":356,"updatedAt":369,"sourceType":358,"tags":380},"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",[381,382,342,383,384],"enterprise","operations","security","upgrades",{"title":386,"description":387,"path":388,"category":356,"updatedAt":389,"sourceType":337,"tags":390},"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","2026-03-12",[361,391,392,393],"quickstart","tutorial","basics",{"title":395,"description":396,"path":397,"category":356,"updatedAt":389,"sourceType":337,"tags":398},"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",[362,391,392,393],{"title":400,"description":401,"path":402,"category":356,"updatedAt":389,"sourceType":337,"tags":403},"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",[375,391,392,393],{"title":405,"description":406,"path":407,"category":356,"updatedAt":389,"sourceType":337,"tags":408},"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",[409,410,391,392],"workflow","automation",{"title":412,"description":413,"path":414,"category":356,"updatedAt":415,"sourceType":337,"tags":416},"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","2026-03-11",[391,417,418,419],"installation","onboarding","dashboard",{"title":421,"description":422,"path":423,"category":356,"updatedAt":415,"sourceType":337,"tags":424},"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",[418,425,426,342],"daemon","setup",{"title":428,"description":429,"path":430,"category":356,"updatedAt":431,"sourceType":337,"tags":432},"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",[418,340,433,342,434],"local","wizard",{"title":436,"description":437,"path":438,"category":356,"updatedAt":369,"sourceType":358,"tags":439},"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 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[440,441,419,362,375],"personal","getting-started",{"title":443,"description":444,"path":445,"category":446,"updatedAt":415,"sourceType":337,"tags":447},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[448,449,450,418],"reading-path","overview","docs",{"title":452,"description":453,"path":454,"category":455,"updatedAt":456,"sourceType":337,"tags":457},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[449,458,362,459],"self-hosted","assistant",{"title":461,"description":462,"path":463,"category":356,"updatedAt":369,"sourceType":358,"tags":464},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 扩展，而不是在基础链路未稳定时过早堆复杂度。","/docs/getting-started/when-to-add-skills-plugins-and-multi-agent",[375,465,466,467,468],"plugins","multi-agent","hooks","decision",{"title":470,"description":471,"path":472,"category":356,"updatedAt":473,"sourceType":358,"tags":474},"我什么时候该开始接入渠道","帮你判断现在是否已经适合进入 Telegram、WhatsApp、飞书等渠道接入，而不是在最小链路未稳定时过早增加复杂度。","/docs/getting-started/when-to-connect-channels","2026-03-24",[362,418,468,342,475],"safety",{"title":477,"description":478,"path":479,"category":356,"updatedAt":473,"sourceType":358,"tags":480},"模型、配置和安全这三页分别什么时候看","用最短方式判断什么时候该去看模型选择、关键配置和安全实践，避免把问题带到错误页面里越看越乱。","/docs/getting-started/when-to-read-models-config-security",[481,482,383,468,441],"models","configurations",{"title":484,"description":485,"path":486,"category":356,"updatedAt":473,"sourceType":358,"tags":487},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[419,488,362,468,441],"webchat",{"title":490,"description":491,"path":492,"category":356,"updatedAt":473,"sourceType":358,"tags":493},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[441,468,450,494,495],"paths","topics",{"title":497,"description":498,"path":499,"category":455,"updatedAt":415,"sourceType":337,"tags":500},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[501,372,502,458],"users","scenarios",{"title":504,"description":505,"path":506,"category":507,"updatedAt":415,"sourceType":508,"tags":509},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","功能","third-party",[510,511,364,375],"workspace","soul",{"title":513,"description":514,"path":515,"category":516,"updatedAt":415,"sourceType":337,"tags":517},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[342,518,373,519],"nodes","control-plane",{"title":521,"description":522,"path":523,"category":507,"updatedAt":524,"sourceType":337,"tags":525},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[526,527,528,362,374],"bindings","routing","agents",{"title":530,"description":531,"path":532,"category":507,"updatedAt":473,"sourceType":337,"tags":533},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 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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",[342,1272,809,915,519],"rpc",{"title":1274,"description":1275,"path":1276,"category":327,"updatedAt":524,"sourceType":337,"tags":1277},"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",[676,677,342,518,343],{"title":1279,"description":1280,"path":1281,"category":327,"updatedAt":907,"sourceType":337,"tags":1282},"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",[546,342,488,419,343],{"title":1284,"description":1285,"path":1286,"category":327,"updatedAt":344,"sourceType":337,"tags":1287},"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",[342,915,1288,1289,343],"protocol","scopes",{"title":1291,"description":1292,"path":1293,"category":327,"updatedAt":542,"sourceType":337,"tags":1294},"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",[545,1295,527,762,695],"mention",{"title":1297,"description":1298,"path":1299,"category":327,"updatedAt":344,"sourceType":337,"tags":1300},"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",[962,1301,1302,1303,343],"visibility","activeHours","alerts",{"title":1305,"description":1306,"path":1307,"category":327,"updatedAt":542,"sourceType":337,"tags":1308},"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",[909,915,1309,342,343],"sdk",{"title":1311,"description":1312,"path":1313,"category":327,"updatedAt":542,"sourceType":337,"tags":1314},"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",[374,1315,939,1316,343],"include","arrays",{"title":1318,"description":1319,"path":1320,"category":327,"updatedAt":524,"sourceType":337,"tags":1321},"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",[782,1322,651,409,343],"invoke",{"title":1324,"description":1325,"path":1326,"category":327,"updatedAt":344,"sourceType":337,"tags":1327},"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",[364,1328,1329,1330,1331,343],"hybrid-search","ranking","mmr","retrieval",{"title":1333,"description":1334,"path":1335,"category":327,"updatedAt":473,"sourceType":337,"tags":1336},"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",[481,1337,341,636,343],"probe",{"title":1339,"description":1340,"path":1341,"category":327,"updatedAt":845,"sourceType":337,"tags":1342},"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",[676,677,1176,1343,969],"credentials",{"title":1345,"description":1346,"path":1347,"category":327,"updatedAt":473,"sourceType":337,"tags":1348},"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",[465,580,1349,1350,1064,343],"npm","pin",{"title":1352,"description":1353,"path":1354,"category":1229,"updatedAt":431,"sourceType":337,"tags":1355},"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",[1231,1356,745,636,708],"raw-stream",{"title":5,"description":329,"path":333,"category":327,"updatedAt":344,"sourceType":337,"tags":1358},[340,153,341,342,343],{"title":1360,"description":1361,"path":1362,"category":327,"updatedAt":344,"sourceType":337,"tags":1363},"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",[545,1364,1365,1366,343],"mentions","pending-history","reply",{"title":1368,"description":1369,"path":1370,"category":327,"updatedAt":524,"sourceType":337,"tags":1371},"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",[1372,1373,1374,636,343],"secrets","secretrefs","runtime",{"title":1376,"description":1377,"path":1378,"category":327,"updatedAt":542,"sourceType":337,"tags":1379},"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",[546,383,1246,676,762],{"title":1381,"description":1382,"path":1383,"category":327,"updatedAt":1384,"sourceType":337,"tags":1385},"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",[546,1386,1387,864,343],"transcript","jsonl",{"title":1389,"description":1390,"path":1391,"category":327,"updatedAt":1384,"sourceType":337,"tags":1392},"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",[664,809,1393,1086,382],"store",{"title":1395,"description":1396,"path":1397,"category":327,"updatedAt":344,"sourceType":337,"tags":1398},"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",[383,1101,1086,1399,343],"ingress",{"title":1401,"description":1402,"path":1403,"category":327,"updatedAt":431,"sourceType":337,"tags":1404},"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",[809,995,1405,745,1406],"health","troubleshooting",{"title":1408,"description":1409,"path":1410,"category":327,"updatedAt":1384,"sourceType":337,"tags":1411},"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",[1386,1412,636,1413,343],"hygiene","tool-calls",{"title":1415,"description":1416,"path":1417,"category":1229,"updatedAt":415,"sourceType":337,"tags":1418},"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",[1406,986,995,745],{"title":1420,"description":1421,"path":1422,"category":327,"updatedAt":524,"sourceType":337,"tags":1423},"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",[488,1424,1425,1386,343],"history","inject",{"title":1427,"description":1428,"path":1429,"category":1430,"updatedAt":473,"sourceType":337,"tags":1431},"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",[1432,1433,1434,1435,1014,1015],"china","cloud","deployment","feishu",{"title":1437,"description":1438,"path":1439,"category":1430,"updatedAt":415,"sourceType":337,"tags":1440},"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",[1434,433,1441,1433,1442],"docker","wsl2",{"title":1444,"description":1445,"path":1446,"category":1430,"updatedAt":855,"sourceType":337,"tags":1447},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 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的详细指南。","/docs/setup/linux-installation",[1467,417,426,1468],"linux","server",{"title":1470,"description":1471,"path":1472,"category":1430,"updatedAt":389,"sourceType":337,"tags":1473},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[536,417,426,1474],"apple",{"title":1476,"description":1477,"path":1478,"category":1479,"updatedAt":415,"sourceType":337,"tags":1480},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1481,1482,1062,1483],"migration","upgrade","checklist",{"title":1485,"description":1486,"path":1487,"category":1430,"updatedAt":389,"sourceType":337,"tags":1488},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[986,987,847,1065,1152],{"title":1820,"description":1821,"path":1822,"category":1823,"date":357,"updatedAt":357,"sourceType":597,"source":1824,"tags":1825},"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",[1826,1827,1828,1829],"education","adoption","ai-tutor","higher-education",{"title":1831,"description":1832,"path":1833,"category":1823,"date":357,"updatedAt":357,"sourceType":597,"source":1834,"tags":1835},"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",[381,1434,409,1432],{"title":1837,"description":1838,"path":1839,"category":1497,"date":431,"updatedAt":431,"sourceType":337,"source":1840,"tags":1841},"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",[375,580,465,467,599],{"title":1843,"description":1844,"path":1845,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":1846,"tags":1847},"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",[342,676,1848,626,518],"pending",{"title":1850,"description":1851,"path":1852,"category":1705,"date":907,"updatedAt":907,"sourceType":337,"source":1853,"tags":1854},"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",[342,546,488,419,1855],"state",{"title":1857,"description":1858,"path":1859,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":1860,"tags":1861},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[374,1315,939,1316,382],{"title":1875,"description":1876,"path":1877,"category":1497,"date":431,"updatedAt":431,"sourceType":337,"source":1878,"tags":1879},"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",[1880,1434,1881,1882,1883],"showcase","home-assistant","nix","infrastructure",{"title":1885,"description":1886,"path":1887,"category":1705,"date":524,"updatedAt":524,"sourceType":337,"source":1888,"tags":1889},"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",[664,364,864,1776,788],{"title":1891,"description":1892,"path":1893,"category":1705,"date":524,"updatedAt":524,"sourceType":337,"source":1894,"tags":1895},"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",[1065,954,664,955,382],{"title":1897,"description":1898,"path":1899,"category":1524,"date":1498,"updatedAt":415,"sourceType":1198,"source":1526,"tags":1900},"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",[1062,1133,1063,375,383],{"title":1902,"description":1903,"path":1904,"category":1705,"date":473,"updatedAt":473,"sourceType":337,"source":1905,"tags":1906},"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",[1880,364,634,1917,1918],"vector-search","knowledge",{"title":1920,"description":1921,"path":1922,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":1923,"tags":1924},"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",[1295,545,572,574,642],{"title":1926,"description":1927,"path":1928,"category":1705,"date":524,"updatedAt":524,"sourceType":337,"source":1929,"tags":1930},"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",[695,488,527,699,362],{"title":1932,"description":1933,"path":1934,"category":1705,"date":473,"updatedAt":473,"sourceType":337,"source":1762,"tags":1935},"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",[481,1337,636,341,1024],{"title":1937,"description":1938,"path":1939,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":1940,"tags":1941},"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",[518,675,342,676,677],{"title":1943,"description":1944,"path":1945,"category":1497,"date":431,"updatedAt":431,"sourceType":337,"source":1946,"tags":1947},"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",[418,1481,1948,1482,1065],"install",{"title":1950,"description":1951,"path":1952,"category":1705,"date":907,"updatedAt":907,"sourceType":337,"source":1781,"tags":1953},"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",[1075,627,606,676,340],{"title":1955,"description":1956,"path":1957,"category":1705,"date":344,"updatedAt":344,"sourceType":337,"source":1958,"tags":1959},"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",[419,488,915,1075,519],{"title":1961,"description":1962,"path":1963,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":1805,"tags":1964},"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",[676,1176,362,1177,382],{"title":1966,"description":1967,"path":1968,"category":1497,"date":431,"updatedAt":431,"sourceType":337,"source":1969,"tags":1970},"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",[465,598,467,597,599],{"title":1972,"description":1973,"path":1974,"category":1705,"date":473,"updatedAt":473,"sourceType":337,"source":1975,"tags":1976},"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",[465,580,1349,1350,1064],{"title":1978,"description":1979,"path":1980,"category":1705,"date":473,"updatedAt":473,"sourceType":337,"source":1981,"tags":1982},"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",[781,782,409,651,466],{"title":1984,"description":1985,"path":1986,"category":1705,"date":344,"updatedAt":344,"sourceType":337,"source":1987,"tags":1988},"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",[636,481,518,341,788],{"title":1990,"description":1991,"path":1992,"category":1705,"date":344,"updatedAt":344,"sourceType":337,"source":1993,"tags":1994},"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",[636,1146,481,342,382],{"title":1996,"description":1997,"path":1998,"category":1497,"date":431,"updatedAt":431,"sourceType":337,"source":1699,"tags":1999},"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",[1062,1063,1065,1064],{"title":2001,"description":2002,"path":2003,"category":1705,"date":524,"updatedAt":524,"sourceType":337,"source":1719,"tags":2004},"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",[419,676,518,340,969],{"title":2006,"description":2007,"path":2008,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":2009,"tags":2010},"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",[527,526,2011,362,528],"threads",{"title":2013,"description":2014,"path":2015,"category":1705,"date":542,"updatedAt":542,"sourceType":337,"source":2016,"tags":2017},"OpenClaw Secret 观察：active snapshot 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