[{"data":1,"prerenderedAt":2864},["ShallowReactive",2],{"docs:operations/dashboard-auth-mismatch-recovery":3,"content-manifest":356},{"id":4,"title":5,"body":6,"category":338,"date":339,"description":340,"extension":341,"meta":342,"navigation":343,"path":344,"seo":345,"source":346,"sourceName":347,"sourceType":348,"stem":349,"tags":350,"updatedAt":354,"__hash__":355},"docs/docs/operations/dashboard-auth-mismatch-recovery.md","Dashboard 遇到 unauthorized、1008 和 AUTH_TOKEN_MISMATCH 时怎么恢复",{"type":7,"value":8,"toc":318},"minimark",[9,13,21,41,44,47,58,69,72,84,87,91,94,102,105,110,113,118,122,125,130,133,144,147,151,154,174,177,185,193,196,206,209,213,216,224,226,237,240,243,248,251,255,258,262,265,268,271,294,297],[10,11,5],"h1",{"id":12},"dashboard-遇到-unauthorized1008-和-auth_token_mismatch-时怎么恢复",[14,15,16,17,20],"p",{},"官方最近对 Dashboard 文档的一个明显补强，是把认证失败这条线从“常见报错说明”推进成了更完整的恢复路径。",[18,19],"br",{},"\n这很值，因为很多中文用户看到：",[22,23,24,31,36],"ul",{},[25,26,27],"li",{},[28,29,30],"code",{},"unauthorized",[25,32,33],{},[28,34,35],{},"1008",[25,37,38],{},[28,39,40],{},"AUTH_TOKEN_MISMATCH",[14,42,43],{},"时，第一反应往往还是“页面坏了”。",[14,45,46],{},"实际上，这几类问题更接近：",[22,48,49,52,55],{},[25,50,51],{},"认证链路漂移",[25,53,54],{},"实例归属混淆",[25,56,57],{},"浏览器 tab 状态与 Gateway 当前状态不一致",[59,60,62,63,65,66,68],"h2",{"id":61},"先把-unauthorized-和-auth_token_mismatch-分开","先把 ",[28,64,30],{}," 和 ",[28,67,40],{}," 分开",[14,70,71],{},"更稳的理解方式是：",[22,73,74,79],{},[25,75,76,78],{},[28,77,30],{},"：当前连接没有通过认证",[25,80,81,83],{},[28,82,40],{},"：客户端手里有 token，但它和当前 gateway 期待的不一致",[14,85,86],{},"第二种更像“带了旧钥匙来开新门”，而不是“完全没钥匙”。",[59,88,90],{"id":89},"trusted-retry-在解决什么","trusted retry 在解决什么",[14,92,93],{},"官方最近把一条很关键的细节写进了 Dashboard 文档：",[22,95,96,99],{},[25,97,98],{},"当 gateway 返回 retry hints 时",[25,100,101],{},"客户端可以尝试一次 trusted retry，用缓存的 device token 再试",[14,103,104],{},"这说明当前 Dashboard 已经不是“认证失败就只会一刀切报错”，而是在尝试：",[22,106,107],{},[25,108,109],{},"自动修复一部分轻度漂移",[14,111,112],{},"但要注意，官方也明确说了：",[22,114,115],{},[25,116,117],{},"如果 trusted retry 后仍失败，就该人工处理 drift",[59,119,121],{"id":120},"最稳的恢复第一步先确认实例归属","最稳的恢复第一步：先确认实例归属",[14,123,124],{},"看到 unauthorized 时，最值得先问的不是“token 对不对”，而是：",[22,126,127],{},[25,128,129],{},"我现在连的是哪台 gateway",[14,131,132],{},"因为很多问题其实来自：",[22,134,135,138,141],{},[25,136,137],{},"本地和远程 URL 混了",[25,139,140],{},"SSH tunnel 和 tailnet URL 混了",[25,142,143],{},"你以为连的是当前环境，实际还在连旧实例",[14,145,146],{},"这一步不先确认，后面所有 token 动作都可能是在错实例上做努力。",[59,148,150],{"id":149},"第二步确认-token-来源","第二步：确认 token 来源",[14,152,153],{},"当前官方给出的恢复路径已经很清楚：",[22,155,156,162,168],{},[25,157,158,159],{},"明文配置：",[28,160,161],{},"openclaw config get gateway.auth.token",[25,163,164,165],{},"SecretRef 管理：回到外部 secret provider 或在当前 shell 导出 ",[28,166,167],{},"OPENCLAW_GATEWAY_TOKEN",[25,169,170,171],{},"根本没配：",[28,172,173],{},"openclaw doctor --generate-gateway-token",[14,175,176],{},"这意味着：",[22,178,179,182],{},[25,180,181],{},"token 漂移问题首先是来源问题",[25,183,184],{},"不是简单“浏览器刷新一下”就能解决",[59,186,188,189,192],{"id":187},"第三步再决定重新跑-openclaw-dashboard-还是手动补-token","第三步：再决定重新跑 ",[28,190,191],{},"openclaw dashboard"," 还是手动补 token",[14,194,195],{},"更稳的经验通常是：",[22,197,198,203],{},[25,199,200,201],{},"localhost 场景优先重新跑 ",[28,202,191],{},[25,204,205],{},"SecretRef 或远程场景先确认 token 来源，再手动补或重新引导",[14,207,208],{},"因为如果 token 本身就没解析成功，直接重复打开 Dashboard 也不会凭空修复。",[59,210,212],{"id":211},"为什么浏览器-tab-状态也值得查","为什么浏览器 tab 状态也值得查",[14,214,215],{},"官方当前写法已经说明：",[22,217,218],{},[25,219,220,221],{},"Dashboard auth 更偏当前 tab 的 ",[28,222,223],{},"sessionStorage",[14,225,176],{},[22,227,228,231,234],{},[25,229,230],{},"关闭 tab",[25,232,233],{},"换 tab",[25,235,236],{},"切到别的 gateway URL",[14,238,239],{},"都可能让你看到与“我明明之前刚连上”不一致的认证表现。",[59,241,242],{"id":242},"中文环境里最容易踩的坑",[244,245,247],"h3",{"id":246},"_1-一看到-1008-就只清浏览器缓存","1. 一看到 1008 就只清浏览器缓存",[14,249,250],{},"如果根本连错实例，清缓存不会解决问题。",[244,252,254],{"id":253},"_2-secretref-token-场景还期待-url-自动带完整-token","2. SecretRef token 场景还期待 URL 自动带完整 token",[14,256,257],{},"官方当前恰恰是在避免这种暴露。",[244,259,261],{"id":260},"_3-误把-trusted-retry-当成系统会自动修好所有-drift","3. 误把 trusted retry 当成“系统会自动修好所有 drift”",[14,263,264],{},"它只是一轮受控重试，不是完整恢复机制。",[59,266,267],{"id":267},"一条更稳的恢复顺序",[14,269,270],{},"建议按这个顺序走：",[272,273,274,277,280,283,288],"ol",{},[25,275,276],{},"先确认当前连接的是哪台 gateway",[25,278,279],{},"再确认 token 来源是明文、SecretRef 还是尚未生成",[25,281,282],{},"看是否只是当前 tab 的 auth 状态丢了",[25,284,285,286],{},"必要时重新跑 ",[28,287,191],{},[25,289,290,291,293],{},"如果仍是 ",[28,292,40],{},"，按 token drift 人工恢复",[59,295,296],{"id":296},"下一步推荐",[22,298,299,306,312],{},[25,300,301],{},[302,303,305],"a",{"href":304},"/docs/reference/dashboard-secretref-and-sessionstorage","Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解",[25,307,308],{},[302,309,311],{"href":310},"/docs/manual/dashboard-fast-path-and-auth","Dashboard 快速打开与认证行为",[25,313,314],{},[302,315,317],{"href":316},"/best-practices/dashboard-auth-bootstrap-and-drift","Dashboard 认证引导与 token 漂移该怎么处理",{"title":319,"searchDepth":320,"depth":320,"links":321},"",2,[322,324,325,326,327,329,330,336,337],{"id":61,"depth":320,"text":323},"先把 unauthorized 和 AUTH_TOKEN_MISMATCH 分开",{"id":89,"depth":320,"text":90},{"id":120,"depth":320,"text":121},{"id":149,"depth":320,"text":150},{"id":187,"depth":320,"text":328},"第三步：再决定重新跑 openclaw dashboard 还是手动补 token",{"id":211,"depth":320,"text":212},{"id":242,"depth":320,"text":242,"children":331},[332,334,335],{"id":246,"depth":333,"text":247},3,{"id":253,"depth":333,"text":254},{"id":260,"depth":333,"text":261},{"id":267,"depth":320,"text":267},{"id":296,"depth":320,"text":296},"运维",null,"基于最新官方 Dashboard 文档，整理 OpenClaw 在 Dashboard 认证失败时更稳的恢复顺序，尤其是 AUTH_TOKEN_MISMATCH、trusted retry、SecretRef token 和远程实例混淆这几类问题。","md",{},true,"/docs/operations/dashboard-auth-mismatch-recovery",{"title":5,"description":340},"https://docs.openclaw.ai/web/dashboard","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",[370,371,372,373,374,375],"concepts","gateway","agent","channels","tools","memory",{"title":377,"description":378,"path":379,"category":366,"updatedAt":380,"sourceType":368,"tags":381},"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",[382,383,384,385,386],"developers","teams","architecture","configuration","skills",{"title":388,"description":389,"path":390,"category":366,"updatedAt":380,"sourceType":368,"tags":391},"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",[392,353,371,393,394],"enterprise","security","upgrades",{"title":396,"description":397,"path":398,"category":366,"updatedAt":399,"sourceType":348,"tags":400},"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",[372,401,402,403],"quickstart","tutorial","basics",{"title":405,"description":406,"path":407,"category":366,"updatedAt":399,"sourceType":348,"tags":408},"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",[373,401,402,403],{"title":410,"description":411,"path":412,"category":366,"updatedAt":399,"sourceType":348,"tags":413},"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",[386,401,402,403],{"title":415,"description":416,"path":417,"category":366,"updatedAt":399,"sourceType":348,"tags":418},"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",[419,420,401,402],"workflow","automation",{"title":422,"description":423,"path":424,"category":366,"updatedAt":425,"sourceType":348,"tags":426},"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",[401,427,428,351],"installation","onboarding",{"title":430,"description":431,"path":432,"category":366,"updatedAt":425,"sourceType":348,"tags":433},"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",[428,434,435,371],"daemon","setup",{"title":437,"description":438,"path":439,"category":366,"updatedAt":440,"sourceType":348,"tags":441},"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",[428,442,443,371,444],"remote","local","wizard",{"title":446,"description":447,"path":448,"category":366,"updatedAt":380,"sourceType":368,"tags":449},"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",[450,451,351,373,386],"personal","getting-started",{"title":453,"description":454,"path":455,"category":456,"updatedAt":425,"sourceType":348,"tags":457},"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",[458,459,460,428],"reading-path","overview","docs",{"title":462,"description":463,"path":464,"category":465,"updatedAt":466,"sourceType":348,"tags":467},"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",[459,468,373,469],"self-hosted","assistant",{"title":471,"description":472,"path":473,"category":366,"updatedAt":380,"sourceType":368,"tags":474},"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",[386,475,476,477,478],"plugins","multi-agent","hooks","decision",{"title":480,"description":481,"path":482,"category":366,"updatedAt":483,"sourceType":368,"tags":484},"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",[373,428,478,371,485],"safety",{"title":487,"description":488,"path":489,"category":366,"updatedAt":483,"sourceType":368,"tags":490},"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",[491,492,393,478,451],"models","configurations",{"title":494,"description":495,"path":496,"category":366,"updatedAt":483,"sourceType":368,"tags":497},"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",[351,498,373,478,451],"webchat",{"title":500,"description":501,"path":502,"category":366,"updatedAt":483,"sourceType":368,"tags":503},"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",[451,478,460,504,505],"paths","topics",{"title":507,"description":508,"path":509,"category":465,"updatedAt":425,"sourceType":348,"tags":510},"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",[511,383,512,468],"users","scenarios",{"title":514,"description":515,"path":516,"category":517,"updatedAt":425,"sourceType":518,"tags":519},"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",[520,521,375,386],"workspace","soul",{"title":523,"description":524,"path":525,"category":526,"updatedAt":425,"sourceType":348,"tags":527},"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",[371,528,384,529],"nodes","control-plane",{"title":531,"description":532,"path":533,"category":517,"updatedAt":534,"sourceType":348,"tags":535},"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",[536,537,538,373,385],"bindings","routing","agents",{"title":540,"description":541,"path":542,"category":517,"updatedAt":483,"sourceType":348,"tags":543},"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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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",[556,1253,1254,537,1154],"dmScope","identityLinks",{"title":1256,"description":1257,"path":1258,"category":1148,"updatedAt":534,"sourceType":348,"tags":1259},"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",[990,991,1160,1260,1154],"migrations",{"title":1262,"description":1263,"path":1264,"category":1148,"updatedAt":534,"sourceType":348,"tags":1265},"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",[859,385,564,1266,1154],"shell",{"title":1268,"description":1269,"path":1270,"category":1148,"updatedAt":483,"sourceType":368,"tags":1271},"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",[1272,1066,608,1273,1068],"sources","trust",{"title":1275,"description":1276,"path":1277,"category":1148,"updatedAt":440,"sourceType":348,"tags":1278},"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",[371,1279,818,923,529],"rpc",{"title":1281,"description":1282,"path":1283,"category":1148,"updatedAt":534,"sourceType":348,"tags":1284},"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",[685,686,371,528,1154],{"title":1286,"description":1287,"path":1288,"category":1148,"updatedAt":354,"sourceType":348,"tags":1289},"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",[556,371,498,351,1154],{"title":1291,"description":1292,"path":1293,"category":1148,"updatedAt":562,"sourceType":348,"tags":1294},"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",[371,923,1295,1296,1154],"protocol","scopes",{"title":1298,"description":1299,"path":1300,"category":1148,"updatedAt":552,"sourceType":348,"tags":1301},"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",[555,1302,537,771,704],"mention",{"title":1304,"description":1305,"path":1306,"category":1148,"updatedAt":562,"sourceType":348,"tags":1307},"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",[969,1308,1309,1310,1154],"visibility","activeHours","alerts",{"title":1312,"description":1313,"path":1314,"category":1148,"updatedAt":552,"sourceType":348,"tags":1315},"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",[917,923,1316,371,1154],"sdk",{"title":1318,"description":1319,"path":1320,"category":1148,"updatedAt":552,"sourceType":348,"tags":1321},"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",[385,1322,946,1323,1154],"include","arrays",{"title":1325,"description":1326,"path":1327,"category":1148,"updatedAt":534,"sourceType":348,"tags":1328},"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",[791,1329,660,419,1154],"invoke",{"title":1331,"description":1332,"path":1333,"category":1148,"updatedAt":562,"sourceType":348,"tags":1334},"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",[375,1335,1336,1337,1338,1154],"hybrid-search","ranking","mmr","retrieval",{"title":1340,"description":1341,"path":1342,"category":1148,"updatedAt":483,"sourceType":348,"tags":1343},"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",[491,1344,352,645,1154],"probe",{"title":1346,"description":1347,"path":1348,"category":1148,"updatedAt":854,"sourceType":348,"tags":1349},"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",[685,686,1184,1350,976],"credentials",{"title":1352,"description":1353,"path":1354,"category":1148,"updatedAt":483,"sourceType":348,"tags":1355},"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",[475,591,1356,1357,1068,1154],"npm","pin",{"title":1359,"description":1360,"path":1361,"category":1236,"updatedAt":440,"sourceType":348,"tags":1362},"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",[1238,1363,754,645,717],"raw-stream",{"title":1365,"description":1366,"path":1367,"category":1148,"updatedAt":562,"sourceType":348,"tags":1368},"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",[442,1369,352,371,1154],"tlsFingerprint",{"title":1371,"description":1372,"path":1373,"category":1148,"updatedAt":562,"sourceType":348,"tags":1374},"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",[555,1375,1376,1377,1154],"mentions","pending-history","reply",{"title":1379,"description":1380,"path":1381,"category":1148,"updatedAt":534,"sourceType":348,"tags":1382},"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",[1383,1384,1385,645,1154],"secrets","secretrefs","runtime",{"title":1387,"description":1388,"path":1389,"category":1148,"updatedAt":552,"sourceType":348,"tags":1390},"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",[556,393,1253,685,771],{"title":1392,"description":1393,"path":1394,"category":1148,"updatedAt":1395,"sourceType":348,"tags":1396},"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",[556,1397,1398,873,1154],"transcript","jsonl",{"title":1400,"description":1401,"path":1402,"category":1148,"updatedAt":1395,"sourceType":348,"tags":1403},"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",[673,818,1404,1092,353],"store",{"title":1406,"description":1407,"path":1408,"category":1148,"updatedAt":562,"sourceType":348,"tags":1409},"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",[393,1107,1092,1410,1154],"ingress",{"title":1412,"description":1413,"path":1414,"category":1148,"updatedAt":440,"sourceType":348,"tags":1415},"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",[818,999,1416,754,1417],"health","troubleshooting",{"title":1419,"description":1420,"path":1421,"category":1148,"updatedAt":1395,"sourceType":348,"tags":1422},"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",[1397,1423,645,1424,1154],"hygiene","tool-calls",{"title":1426,"description":1427,"path":1428,"category":1236,"updatedAt":425,"sourceType":348,"tags":1429},"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",[1417,990,999,754],{"title":1431,"description":1432,"path":1433,"category":1148,"updatedAt":534,"sourceType":348,"tags":1434},"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",[498,1435,1436,1397,1154],"history","inject",{"title":1438,"description":1439,"path":1440,"category":1441,"updatedAt":483,"sourceType":348,"tags":1442},"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",[1443,1444,1445,1446,1018,1019],"china","cloud","deployment","feishu",{"title":1448,"description":1449,"path":1450,"category":1441,"updatedAt":425,"sourceType":348,"tags":1451},"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",[1445,443,1452,1444,1453],"docker","wsl2",{"title":1455,"description":1456,"path":1457,"category":1441,"updatedAt":864,"sourceType":348,"tags":1458},"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",[427,1356,1459,1453],"install-script",{"title":1461,"description":1462,"path":1463,"category":1441,"updatedAt":440,"sourceType":348,"tags":1464},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 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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",[686,685,635,984,1817],"rotate",{"title":1819,"description":1820,"path":1821,"category":1716,"date":534,"updatedAt":534,"sourceType":348,"source":1822,"tags":1823},"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",[990,1160,991,1238,353],{"title":1825,"description":1826,"path":1827,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1822,"tags":1828},"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",[990,991,856,1069,1160],{"title":1830,"description":1831,"path":1832,"category":1833,"date":367,"updatedAt":367,"sourceType":608,"source":1834,"tags":1835},"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",[1836,1837,1838,1839],"education","adoption","ai-tutor","higher-education",{"title":1841,"description":1842,"path":1843,"category":1833,"date":367,"updatedAt":367,"sourceType":608,"source":1844,"tags":1845},"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",[392,1445,419,1443],{"title":1847,"description":1848,"path":1849,"category":1508,"date":440,"updatedAt":440,"sourceType":348,"source":1850,"tags":1851},"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",[386,591,475,477,610],{"title":1853,"description":1854,"path":1855,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1856,"tags":1857},"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",[371,685,1858,635,528],"pending",{"title":1860,"description":1861,"path":1862,"category":1716,"date":354,"updatedAt":354,"sourceType":348,"source":1863,"tags":1864},"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",[371,556,498,351,1865],"state",{"title":1867,"description":1868,"path":1869,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1870,"tags":1871},"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",[555,1302,771,704,537],{"title":1873,"description":1874,"path":1875,"category":1716,"date":562,"updatedAt":562,"sourceType":348,"source":1870,"tags":1876},"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",[555,1375,1877,554,797],"activation",{"title":1879,"description":1880,"path":1881,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1882,"tags":1883},"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",[385,1322,946,1323,353],{"title":1885,"description":1886,"path":1887,"category":1508,"date":440,"updatedAt":440,"sourceType":348,"source":1888,"tags":1889},"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",[1890,1445,1891,1892,1893],"showcase","home-assistant","nix","infrastructure",{"title":1895,"description":1896,"path":1897,"category":1716,"date":534,"updatedAt":534,"sourceType":348,"source":1898,"tags":1899},"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",[673,375,873,1786,797],{"title":1901,"description":1902,"path":1903,"category":1716,"date":534,"updatedAt":534,"sourceType":348,"source":1904,"tags":1905},"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",[1069,961,673,962,353],{"title":1907,"description":1908,"path":1909,"category":1535,"date":1509,"updatedAt":425,"sourceType":1206,"source":1537,"tags":1910},"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",[1066,1139,1067,386,393],{"title":1912,"description":1913,"path":1914,"category":1716,"date":483,"updatedAt":483,"sourceType":348,"source":1915,"tags":1916},"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",[1890,375,643,1927,1928],"vector-search","knowledge",{"title":1930,"description":1931,"path":1932,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1933,"tags":1934},"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",[1302,555,583,585,651],{"title":1936,"description":1937,"path":1938,"category":1716,"date":534,"updatedAt":534,"sourceType":348,"source":1939,"tags":1940},"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",[704,498,537,708,373],{"title":1942,"description":1943,"path":1944,"category":1716,"date":483,"updatedAt":483,"sourceType":348,"source":1772,"tags":1945},"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",[491,1344,645,352,1028],{"title":1947,"description":1948,"path":1949,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1950,"tags":1951},"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",[528,684,371,685,686],{"title":1953,"description":1954,"path":1955,"category":1508,"date":440,"updatedAt":440,"sourceType":348,"source":1956,"tags":1957},"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",[428,1492,1958,1493,1069],"install",{"title":1960,"description":1961,"path":1962,"category":1716,"date":354,"updatedAt":354,"sourceType":348,"source":1791,"tags":1963},"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",[1081,636,617,685,442],{"title":1965,"description":1966,"path":1967,"category":1716,"date":562,"updatedAt":562,"sourceType":348,"source":1968,"tags":1969},"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",[351,498,923,1081,529],{"title":1971,"description":1972,"path":1973,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":1815,"tags":1974},"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",[685,1184,373,1185,353],{"title":1976,"description":1977,"path":1978,"category":1508,"date":440,"updatedAt":440,"sourceType":348,"source":1979,"tags":1980},"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",[475,609,477,608,610],{"title":1982,"description":1983,"path":1984,"category":1716,"date":483,"updatedAt":483,"sourceType":348,"source":1985,"tags":1986},"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",[475,591,1356,1357,1068],{"title":1988,"description":1989,"path":1990,"category":1716,"date":483,"updatedAt":483,"sourceType":348,"source":1991,"tags":1992},"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",[790,791,419,660,476],{"title":1994,"description":1995,"path":1996,"category":1716,"date":562,"updatedAt":562,"sourceType":348,"source":1997,"tags":1998},"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",[645,491,528,352,797],{"title":2000,"description":2001,"path":2002,"category":1716,"date":562,"updatedAt":562,"sourceType":348,"source":2003,"tags":2004},"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",[645,1153,491,371,353],{"title":2006,"description":2007,"path":2008,"category":1508,"date":440,"updatedAt":440,"sourceType":348,"source":1710,"tags":2009},"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",[1066,1067,1069,1068],{"title":2011,"description":2012,"path":2013,"category":1716,"date":534,"updatedAt":534,"sourceType":348,"source":346,"tags":2014},"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",[351,685,528,442,976],{"title":2016,"description":2017,"path":2018,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":2019,"tags":2020},"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",[537,536,2021,373,538],"threads",{"title":2023,"description":2024,"path":2025,"category":1716,"date":552,"updatedAt":552,"sourceType":348,"source":2026,"tags":2027},"OpenClaw Secret 观察：active snapshot 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在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[1890,608,583,386,420],{"title":2080,"description":2081,"path":2082,"category":1716,"date":562,"updatedAt":562,"sourceType":348,"source":2071,"tags":2083},"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",[1107,1254,554,537,393],{"title":2085,"description":2086,"path":2087,"category":1716,"date":1395,"updatedAt":1395,"sourceType":348,"source":2088,"tags":2089},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 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