[{"data":1,"prerenderedAt":3060},["ShallowReactive",2],{"docs:manual/architecture":3,"content-manifest":420},{"id":4,"title":5,"body":6,"category":403,"date":404,"description":405,"extension":406,"meta":407,"navigation":408,"path":409,"seo":410,"source":404,"sourceName":404,"sourceType":411,"stem":412,"tags":413,"updatedAt":418,"__hash__":419},"docs/docs/manual/architecture.md","Gateway 架构概览",{"type":7,"value":8,"toc":386},"minimark",[9,13,22,26,29,48,51,63,66,69,74,77,112,115,125,128,132,135,149,152,156,159,173,180,183,186,204,207,218,222,225,233,236,250,254,257,268,275,278,281,295,298,301,319,322,325,356,359],[10,11,5],"h1",{"id":12},"gateway-架构概览",[14,15,16,17,21],"p",{},"OpenClaw 的核心不是某个聊天窗口，而是一个 ",[18,19,20],"strong",{},"Gateway","。官方文档把这套结构叫做 Gateway Architecture，而且讲得很明确：OpenClaw 是一套围绕单一长连接网关组织起来的系统，所有聊天面、控制面和节点能力都围绕它工作。",[23,24,25],"h2",{"id":25},"先抓住一个核心概念",[14,27,28],{},"在 OpenClaw 里，Gateway 是单一事实来源。它负责：",[30,31,32,36,39,42,45],"ul",{},[33,34,35],"li",{},"持有聊天渠道连接",[33,37,38],{},"维护会话和路由状态",[33,40,41],{},"承接控制面客户端",[33,43,44],{},"接入节点设备",[33,46,47],{},"对外暴露统一的 WebSocket 协议",[14,49,50],{},"从官方文档看，最重要的架构约束之一是：",[30,52,53,58],{},[33,54,55],{},[18,56,57],{},"每台主机只运行一个 Gateway",[33,59,60],{},[18,61,62],{},"它是唯一持有某些渠道会话的地方",[14,64,65],{},"这也是为什么 OpenClaw 适合被理解成“网关系统”，而不是“网页聊天应用”。",[23,67,68],{"id":68},"架构里的三类核心角色",[70,71,73],"h3",{"id":72},"_1-gateway","1. Gateway",[14,75,76],{},"Gateway 是 daemon，也是整个系统的中心。根据官方文档，它会：",[30,78,79,82,85,88],{},[33,80,81],{},"持续维护 provider 连接",[33,83,84],{},"对外提供类型化的 WebSocket API",[33,86,87],{},"校验进入系统的协议帧",[33,89,90,91,95,96,95,99,95,102,95,105,95,108,111],{},"发送 ",[92,93,94],"code",{},"agent","、",[92,97,98],{},"chat",[92,100,101],{},"presence",[92,103,104],{},"health",[92,106,107],{},"heartbeat",[92,109,110],{},"cron"," 等事件",[14,113,114],{},"默认情况下，它绑定在：",[116,117,123],"pre",{"className":118,"code":120,"language":121,"meta":122},[119],"language-text","127.0.0.1:18789\n","text","",[92,124,120],{"__ignoreMap":122},[14,126,127],{},"这也是本地 dashboard 和大多数控制面客户端默认访问的地址。",[70,129,131],{"id":130},"_2-control-plane-客户端","2. Control-plane 客户端",[14,133,134],{},"控制面客户端包括：",[30,136,137,140,143,146],{},[33,138,139],{},"CLI",[33,141,142],{},"Web / Dashboard",[33,144,145],{},"macOS app",[33,147,148],{},"自动化客户端",[14,150,151],{},"它们不直接“拥有系统状态”，而是通过 WebSocket 连接到 Gateway，读取状态、发起配置或执行操作。",[70,153,155],{"id":154},"_3-nodes","3. Nodes",[14,157,158],{},"Nodes 是另一类通过 WebSocket 接入 Gateway 的设备。官方文档当前把它们描述为：",[30,160,161,164,167,170],{},[33,162,163],{},"macOS",[33,165,166],{},"iOS",[33,168,169],{},"Android",[33,171,172],{},"headless nodes",[14,174,175,176,179],{},"它们连接时会声明 ",[92,177,178],{},"role: node","，并带上自己的 capabilities / commands。这样 Gateway 就能把 Canvas、相机、语音、浏览器等能力分发到具体节点上。",[23,181,182],{"id":182},"这套架构是怎么流动的",[14,184,185],{},"可以把官方结构简化成下面这条链路：",[187,188,189,192,195,198,201],"ol",{},[33,190,191],{},"用户通过聊天渠道、dashboard 或客户端接触 OpenClaw",[33,193,194],{},"所有请求先进入 Gateway",[33,196,197],{},"Gateway 负责会话、路由、认证和事件分发",[33,199,200],{},"如果需要节点能力，再由 Gateway 转发给 nodes",[33,202,203],{},"响应再统一回到当前入口",[14,205,206],{},"这意味着：",[30,208,209,212,215],{},[33,210,211],{},"聊天面只是入口",[33,213,214],{},"Gateway 才是真正的运行中心",[33,216,217],{},"节点能力和控制面都只是围绕 Gateway 展开",[23,219,221],{"id":220},"为什么官方强调一个-gateway","为什么官方强调“一个 Gateway”",[14,223,224],{},"因为某些渠道连接本身就要求集中管理。官方文档明确提到：",[30,226,227,230],{},[33,228,229],{},"每台主机只应有一个 Gateway",[33,231,232],{},"它是唯一打开某些会话的地方",[14,234,235],{},"如果你把 OpenClaw 理解成多个独立客户端，就容易在配渠道、做远程访问或排错时犯方向性错误。正确理解是：",[30,237,238,241,244,247],{},[33,239,240],{},"一个 Gateway",[33,242,243],{},"多个入口",[33,245,246],{},"多个控制面客户端",[33,248,249],{},"可选的多个节点设备",[23,251,253],{"id":252},"remote-access-在架构里意味着什么","Remote access 在架构里意味着什么",[14,255,256],{},"官方 remote access 文档强调，远程使用 OpenClaw 的核心不是“把服务随便暴露出去”，而是：",[30,258,259,262,265],{},[33,260,261],{},"Gateway 继续留在专用主机上",[33,263,264],{},"客户端通过 SSH tunnel 或 Tailscale 接入",[33,266,267],{},"Gateway 尽量保持 loopback 绑定",[14,269,270,271,274],{},"这背后的架构原则是：",[18,272,273],{},"状态和会话尽量集中在 Gateway 所在主机，客户端只做连接和控制","。",[23,276,277],{"id":277},"官方文档里几个重要的架构不变量",[14,279,280],{},"根据官方 Gateway Architecture，目前最值得记住的几个不变量是：",[30,282,283,286,289,292],{},[33,284,285],{},"Gateway 是长生命周期进程",[33,287,288],{},"握手是强制的，协议帧必须先完成连接流程",[33,290,291],{},"事件不会自动重放，客户端在丢失时需要主动刷新",[33,293,294],{},"Start / status / dashboard / health 都应围绕同一个 Gateway 看",[23,296,297],{"id":297},"对中文用户最重要的意义",[14,299,300],{},"理解这套架构后，你会更容易理解下面这些问题：",[30,302,303,310,313,316],{},[33,304,305,306,309],{},"为什么 ",[92,307,308],{},"openclaw status"," 比“某个页面能不能打开”更重要",[33,311,312],{},"为什么 dashboard 属于控制面，而不是唯一入口",[33,314,315],{},"为什么远程访问首选 SSH/Tailscale，而不是直接公网暴露",[33,317,318],{},"为什么新增渠道时要先确认 Gateway 状态和认证边界",[23,320,321],{"id":321},"一张适合记忆的简化图",[14,323,324],{},"可以把 OpenClaw 记成这样：",[30,326,327,332,338,344,350],{},[33,328,329,331],{},[18,330,20],{},"：系统中心",[33,333,334,337],{},[18,335,336],{},"Channels","：消息入口",[33,339,340,343],{},[18,341,342],{},"Dashboard / CLI / App","：控制面",[33,345,346,349],{},[18,347,348],{},"Nodes","：设备能力扩展",[33,351,352,355],{},[18,353,354],{},"Auth / Tailscale / SSH","：安全接入层",[23,357,358],{"id":358},"下一步推荐",[30,360,361,368,374,380],{},[33,362,363],{},[364,365,367],"a",{"href":366},"/docs/setup/installation","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",[434,414,94,435,436,437],"concepts","channels","tools","memory",{"title":439,"description":440,"path":441,"category":430,"updatedAt":442,"sourceType":432,"tags":443},"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",[444,445,416,446,447],"developers","teams","configuration","skills",{"title":449,"description":450,"path":451,"category":430,"updatedAt":442,"sourceType":432,"tags":452},"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",[453,454,414,455,456],"enterprise","operations","security","upgrades",{"title":458,"description":459,"path":460,"category":430,"updatedAt":461,"sourceType":411,"tags":462},"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",[94,463,464,465],"quickstart","tutorial","basics",{"title":467,"description":468,"path":469,"category":430,"updatedAt":461,"sourceType":411,"tags":470},"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",[435,463,464,465],{"title":472,"description":473,"path":474,"category":430,"updatedAt":461,"sourceType":411,"tags":475},"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",[447,463,464,465],{"title":477,"description":478,"path":479,"category":430,"updatedAt":461,"sourceType":411,"tags":480},"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",[481,482,463,464],"workflow","automation",{"title":484,"description":485,"path":486,"category":430,"updatedAt":461,"sourceType":411,"tags":487},"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",[463,488,489,490],"installation","onboarding","dashboard",{"title":492,"description":493,"path":494,"category":430,"updatedAt":418,"sourceType":411,"tags":495},"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",[489,496,497,414],"daemon","setup",{"title":499,"description":500,"path":501,"category":430,"updatedAt":502,"sourceType":411,"tags":503},"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",[489,504,505,414,506],"remote","local","wizard",{"title":508,"description":509,"path":510,"category":430,"updatedAt":442,"sourceType":432,"tags":511},"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",[512,513,490,435,447],"personal","getting-started",{"title":515,"description":516,"path":517,"category":518,"updatedAt":418,"sourceType":411,"tags":519},"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",[520,521,522,489],"reading-path","overview","docs",{"title":524,"description":525,"path":526,"category":527,"updatedAt":528,"sourceType":411,"tags":529},"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",[521,530,435,531],"self-hosted","assistant",{"title":533,"description":534,"path":535,"category":430,"updatedAt":442,"sourceType":432,"tags":536},"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",[447,537,538,539,540],"plugins","multi-agent","hooks","decision",{"title":542,"description":543,"path":544,"category":430,"updatedAt":545,"sourceType":432,"tags":546},"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",[435,489,540,414,547],"safety",{"title":549,"description":550,"path":551,"category":430,"updatedAt":545,"sourceType":432,"tags":552},"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",[553,554,455,540,513],"models","configurations",{"title":556,"description":557,"path":558,"category":430,"updatedAt":545,"sourceType":432,"tags":559},"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",[490,560,435,540,513],"webchat",{"title":562,"description":563,"path":564,"category":430,"updatedAt":545,"sourceType":432,"tags":565},"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",[513,540,522,566,567],"paths","topics",{"title":569,"description":570,"path":571,"category":527,"updatedAt":418,"sourceType":411,"tags":572},"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",[573,445,574,530],"users","scenarios",{"title":576,"description":577,"path":578,"category":579,"updatedAt":580,"sourceType":411,"tags":581},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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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",[614,885,1291,585,1292],{"title":1311,"description":1312,"path":1313,"category":1286,"updatedAt":647,"sourceType":411,"tags":1314},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[777,1315,666,778,1292],"bootstrapToken",{"title":1317,"description":1318,"path":1319,"category":1292,"updatedAt":580,"sourceType":411,"tags":1320},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1321,584,623,593,1182,583],"templates",{"title":1323,"description":1324,"path":1325,"category":1286,"updatedAt":637,"sourceType":411,"tags":1326},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[777,1327,435,1328,1111],"allowFrom","account",{"title":1330,"description":1331,"path":1332,"category":1286,"updatedAt":739,"sourceType":411,"tags":1333},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[604,1292,1334,1335],"commands","terminal",{"title":1337,"description":1338,"path":1339,"category":1286,"updatedAt":647,"sourceType":411,"tags":1340},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[1341,1342,614,612,1292],"cloudflare-ai-gateway","headers",{"title":1344,"description":1345,"path":1346,"category":1347,"updatedAt":545,"sourceType":691,"tags":1348},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[691,1349,1350,1351],"github","issues","feedback",{"title":1353,"description":1354,"path":1355,"category":1286,"updatedAt":739,"sourceType":411,"tags":1356},"配置参考","OpenClaw 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",[446,1292,1357,1358],"settings","options",{"title":1360,"description":1361,"path":1362,"category":1286,"updatedAt":502,"sourceType":411,"tags":1363},"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",[700,777,778,719,1111],{"title":1365,"description":1366,"path":1367,"category":1286,"updatedAt":647,"sourceType":411,"tags":1368},"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",[110,857,1369,943,1292],"scheduler",{"title":1371,"description":1372,"path":1373,"category":1286,"updatedAt":1052,"sourceType":411,"tags":1374},"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",[490,718,1375,1376,614],"secretref","sessionStorage",{"title":1378,"description":1379,"path":1380,"category":1381,"updatedAt":739,"sourceType":411,"tags":1382},"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",[1383,1384,1385,1130,846],"debugging","debug","runtime-overrides",{"title":1387,"description":1388,"path":1389,"category":1286,"updatedAt":619,"sourceType":411,"tags":1390},"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",[1298,1391,1392,1384,1292],"logging","flags",{"title":1394,"description":1395,"path":1396,"category":1286,"updatedAt":619,"sourceType":411,"tags":1397},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[641,1398,1399,622,1292],"dmScope","identityLinks",{"title":1401,"description":1402,"path":1403,"category":1286,"updatedAt":619,"sourceType":411,"tags":1404},"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",[1130,1131,1298,1405,1292],"migrations",{"title":1407,"description":1408,"path":1409,"category":1286,"updatedAt":619,"sourceType":411,"tags":1410},"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",[986,446,649,1411,1292],"shell",{"title":1413,"description":1414,"path":1415,"category":1286,"updatedAt":545,"sourceType":432,"tags":1416},"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",[1417,1205,691,1418,1207],"sources","trust",{"title":1420,"description":1421,"path":1422,"category":1286,"updatedAt":502,"sourceType":411,"tags":1423},"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",[414,1424,604,1060,417],"rpc",{"title":1426,"description":1427,"path":1428,"category":1286,"updatedAt":619,"sourceType":411,"tags":1429},"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",[777,778,414,415,1292],{"title":1431,"description":1432,"path":1433,"category":1286,"updatedAt":1052,"sourceType":411,"tags":1434},"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",[641,414,560,490,1292],{"title":1436,"description":1437,"path":1438,"category":1286,"updatedAt":647,"sourceType":411,"tags":1439},"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",[414,1060,1440,1441,1292],"protocol","scopes",{"title":1443,"description":1444,"path":1445,"category":1286,"updatedAt":637,"sourceType":411,"tags":1446},"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",[640,1447,622,863,796],"mention",{"title":1449,"description":1450,"path":1451,"category":1286,"updatedAt":647,"sourceType":411,"tags":1452},"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",[107,1453,1454,1455,1292],"visibility","activeHours","alerts",{"title":1457,"description":1458,"path":1459,"category":1286,"updatedAt":637,"sourceType":411,"tags":1460},"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",[1054,1060,1461,414,1292],"sdk",{"title":1463,"description":1464,"path":1465,"category":1286,"updatedAt":637,"sourceType":411,"tags":1466},"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",[446,1467,1083,1468,1292],"include","arrays",{"title":1470,"description":1471,"path":1472,"category":1286,"updatedAt":619,"sourceType":411,"tags":1473},"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",[892,1474,743,481,1292],"invoke",{"title":1476,"description":1477,"path":1478,"category":1286,"updatedAt":647,"sourceType":411,"tags":1479},"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",[437,1480,1481,1482,1483,1292],"hybrid-search","ranking","mmr","retrieval",{"title":1485,"description":1486,"path":1487,"category":1286,"updatedAt":545,"sourceType":411,"tags":1488},"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",[553,1489,614,612,1292],"probe",{"title":1491,"description":1492,"path":1493,"category":1286,"updatedAt":981,"sourceType":411,"tags":1494},"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",[777,778,1327,1495,1111],"credentials",{"title":1497,"description":1498,"path":1499,"category":1286,"updatedAt":545,"sourceType":411,"tags":1500},"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",[537,674,1501,1502,1207,1292],"npm","pin",{"title":1504,"description":1505,"path":1506,"category":1381,"updatedAt":502,"sourceType":411,"tags":1507},"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",[1383,1508,846,612,809],"raw-stream",{"title":1510,"description":1511,"path":1512,"category":1286,"updatedAt":647,"sourceType":411,"tags":1513},"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",[504,1514,614,414,1292],"tlsFingerprint",{"title":1516,"description":1517,"path":1518,"category":1286,"updatedAt":647,"sourceType":411,"tags":1519},"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",[640,1520,1521,1522,1292],"mentions","pending-history","reply",{"title":1524,"description":1525,"path":1526,"category":1286,"updatedAt":619,"sourceType":411,"tags":1527},"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",[1528,1529,582,612,1292],"secrets","secretrefs",{"title":1531,"description":1532,"path":1533,"category":1286,"updatedAt":637,"sourceType":411,"tags":1534},"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",[641,455,1398,777,863],{"title":1536,"description":1537,"path":1538,"category":1286,"updatedAt":1539,"sourceType":411,"tags":1540},"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 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[490,1265,777,504,455],{"title":1901,"description":1902,"path":1903,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":1861,"tags":1904},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[666,668,743,435,1220],{"title":1906,"description":1907,"path":1908,"category":1704,"date":431,"updatedAt":431,"sourceType":691,"source":1909,"tags":1910},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1586,692,1707,1660],{"title":1912,"description":1913,"path":1914,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":1915,"tags":1916},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[674,447,683,684,1917,675],"telemetry",{"title":1919,"description":1920,"path":1921,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":1922,"tags":1923},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[604,414,1424,417,454],{"title":1925,"description":1926,"path":1927,"category":1853,"date":619,"updatedAt":619,"sourceType":411,"source":1928,"tags":1929},"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",[446,986,621,1930,454],"overrides",{"title":1932,"description":1933,"path":1934,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":1841,"tags":1935},"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 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[1008,1009,585,437,1936],"continuity",{"title":1938,"description":1939,"path":1940,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":1941,"tags":1942},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[700,490,1091,777,504],{"title":1944,"description":1945,"path":1946,"category":1853,"date":1052,"updatedAt":1052,"sourceType":411,"source":1867,"tags":1947},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[490,584,1375,614,700],{"title":1949,"description":1950,"path":1951,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":1867,"tags":1952},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[490,560,718,1375,622,1953],"web",{"title":1955,"description":1956,"path":1957,"category":1646,"date":431,"updatedAt":431,"sourceType":691,"source":1958,"tags":1959},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[444,447,692,1586],{"title":1961,"description":1962,"path":1963,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":1964,"tags":1965},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 不再像零散命令，而更像完整的设备授权生命周期。","/news/openclaw-device-token-lifecycle-watch-2026-03-25","https://docs.openclaw.ai/channels/pairing",[778,777,718,1124,1966],"rotate",{"title":1968,"description":1969,"path":1970,"category":1853,"date":619,"updatedAt":619,"sourceType":411,"source":1971,"tags":1972},"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 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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",[1985,1986,1987,1988],"education","adoption","ai-tutor","higher-education",{"title":1990,"description":1991,"path":1992,"category":1982,"date":431,"updatedAt":431,"sourceType":691,"source":1993,"tags":1994},"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",[453,1588,481,1586],{"title":1996,"description":1997,"path":1998,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":1999,"tags":2000},"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",[447,674,537,539,693],{"title":2002,"description":2003,"path":2004,"category":1853,"date":600,"updatedAt":600,"sourceType":411,"source":2005,"tags":2006},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[755,756,757,758,435,759],{"title":2008,"description":2009,"path":2010,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2011,"tags":2012},"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",[414,777,2013,718,415],"pending",{"title":2015,"description":2016,"path":2017,"category":1853,"date":1052,"updatedAt":1052,"sourceType":411,"source":2018,"tags":2019},"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",[414,641,560,490,2020],"state",{"title":2022,"description":2023,"path":2024,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2025,"tags":2026},"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",[640,1447,863,796,622],{"title":2028,"description":2029,"path":2030,"category":1853,"date":647,"updatedAt":647,"sourceType":411,"source":2025,"tags":2031},"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",[640,1520,2032,639,910],"activation",{"title":2034,"description":2035,"path":2036,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2037,"tags":2038},"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 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1220,719,700,777,504],{"title":2119,"description":2120,"path":2121,"category":1853,"date":647,"updatedAt":647,"sourceType":411,"source":2122,"tags":2123},"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",[490,560,1060,1220,417],{"title":2125,"description":2126,"path":2127,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":1964,"tags":2128},"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",[777,1327,435,1328,454],{"title":2130,"description":2131,"path":2132,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":2133,"tags":2134},"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",[537,692,539,691,693],{"title":2136,"description":2137,"path":2138,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":2139,"tags":2140},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[612,553,415,614,910],{"title":2154,"description":2155,"path":2156,"category":1853,"date":647,"updatedAt":647,"sourceType":411,"source":2157,"tags":2158},"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",[612,1291,553,414,454],{"title":2160,"description":2161,"path":2162,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":1841,"tags":2163},"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",[1205,1206,1208,1207],{"title":2165,"description":2166,"path":2167,"category":1853,"date":619,"updatedAt":619,"sourceType":411,"source":1867,"tags":2168},"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",[490,777,415,504,1111],{"title":2170,"description":2171,"path":2172,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2173,"tags":2174},"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",[622,621,2175,435,623],"threads",{"title":2177,"description":2178,"path":2179,"category":1853,"date":600,"updatedAt":600,"sourceType":411,"source":2180,"tags":2181},"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",[951,838,952,530,436],{"title":2183,"description":2184,"path":2185,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2186,"tags":2187},"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",[1529,2188,2189,1528,454],"snapshot","rotation",{"title":2191,"description":2192,"path":2193,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2053,"tags":2194},"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 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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",[455,2208,809,453],"compliance",{"title":2210,"description":2211,"path":2212,"category":1853,"date":619,"updatedAt":619,"sourceType":411,"source":2186,"tags":2213},"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",[455,1528,743,2214,454],"proxy",{"title":2216,"description":2217,"path":2218,"category":1853,"date":1539,"updatedAt":1539,"sourceType":411,"source":2219,"tags":2220},"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",[641,1542,1009,1541,414],{"title":2222,"description":2223,"path":2224,"category":1853,"date":1539,"updatedAt":1539,"sourceType":411,"source":2225,"tags":2226},"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",[585,604,1548,1230,454],{"title":2228,"description":2229,"path":2230,"category":1853,"date":637,"updatedAt":637,"sourceType":411,"source":2231,"tags":2232},"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",[455,1245,1246,2233,414],"sandbox",{"title":2235,"description":2236,"path":2237,"category":1646,"date":502,"updatedAt":502,"sourceType":411,"source":2043,"tags":2238},"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",[2045,691,666,447,482],{"title":2240,"description":2241,"path":2242,"category":1853,"date":647,"updatedAt":647,"sourceType":411,"source":2231,"tags":2243},"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",[1245,1399,639,622,455],{"title":2245,"description":2246,"path":2247,"category":1853,"date":1539,"updatedAt":1539,"sourceType":411,"source":2248,"tags":2249},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1541,612,1566,1567,2250],"compatibility",{"title":2252,"description":2253,"path":2254,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":1898,"tags":2255},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1265,455,504,414,614],{"title":2257,"description":2258,"path":2259,"category":1853,"date":1052,"updatedAt":1052,"sourceType":411,"source":2018,"tags":2260},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[414,560,1054,1383,641],{"title":2262,"description":2263,"path":2264,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":2265,"tags":2266},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1612,1208,885,414,2020],{"title":2268,"description":2269,"path":2270,"category":1853,"date":545,"updatedAt":545,"sourceType":411,"source":2271,"tags":2272},"OpenClaw 更新观察：stable、beta、dev 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