[{"data":1,"prerenderedAt":3010},["ShallowReactive",2],{"docs:reference/dashboard-secretref-and-sessionstorage":3,"content-manifest":367},{"id":4,"title":5,"body":6,"category":348,"date":349,"description":350,"extension":351,"meta":352,"navigation":353,"path":354,"seo":355,"source":356,"sourceName":357,"sourceType":358,"stem":359,"tags":360,"updatedAt":365,"__hash__":366},"docs/docs/reference/dashboard-secretref-and-sessionstorage.md","Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解",{"type":7,"value":8,"toc":325},"minimark",[9,13,17,24,27,38,48,51,62,65,68,72,82,90,93,104,107,115,119,122,125,137,140,151,154,158,161,171,174,179,185,192,195,200,203,214,217,220,224,227,237,240,242,250,253,256,260,263,267,270,274,277,280,283,301,304],[10,11,5],"h1",{"id":12},"dashboard-的-secretref-tokensessionstorage-和非-token-化-url-应该怎么理解",[14,15,16],"p",{},"官方最近的 Dashboard 文档把 token bootstrap 这条线补得更细之后，中文用户现在更容易看清一个经常被混淆的点：",[18,19,20],"ul",{},[21,22,23],"li",{},"Dashboard 能不能顺利打开",[14,25,26],{},"不只是“有没有 token”，还取决于：",[18,28,29,32,35],{},[21,30,31],{},"token 是普通值还是 SecretRef",[21,33,34],{},"浏览器当前 tab 是否已保存认证",[21,36,37],{},"你打开的是本地还是远程入口",[39,40,42,43,47],"h2",{"id":41},"先记住-openclaw-dashboard-在做什么","先记住 ",[44,45,46],"code",{},"openclaw dashboard"," 在做什么",[14,49,50],{},"它不只是“帮你打开浏览器”，而是在尽量给你一条：",[18,52,53,56,59],{},[21,54,55],{},"更安全",[21,57,58],{},"更少泄漏",[21,60,61],{},"更适合当前环境",[14,63,64],{},"的 Dashboard 进入路径。",[14,66,67],{},"这也是为什么官方最近对它的行为写得更细。",[39,69,71],{"id":70},"普通-token-模式下会发生什么","普通 token 模式下会发生什么",[14,73,74,75,78,79,81],{},"如果 ",[44,76,77],{},"gateway.auth.token"," 是普通可解析值，",[44,80,46],{}," 可以帮助完成：",[18,83,84,87],{},[21,85,86],{},"打开 Dashboard",[21,88,89],{},"引导当前浏览器 tab 建立认证",[14,91,92],{},"官方文档现在明确提到：",[18,94,95,101],{},[21,96,97,98],{},"认证值会保存在当前浏览器 tab 的 ",[44,99,100],{},"sessionStorage",[21,102,103],{},"页面加载后会把 URL fragment 里的 token 去掉",[14,105,106],{},"这意味着：",[18,108,109,112],{},[21,110,111],{},"认证更偏当前标签页会话级，而不是长期本地持久化",[21,113,114],{},"地址栏不会长期裸露 token",[39,116,118],{"id":117},"secretref-token-为什么会故意打印非-token-化-url","SecretRef token 为什么会故意打印非 token 化 URL",[14,120,121],{},"这是最近最值得单独记住的一条边界。",[14,123,124],{},"当前官方文档明确说明：",[18,126,127,132],{},[21,128,74,129,131],{},[44,130,77],{}," 是 SecretRef 管理的",[21,133,134,136],{},[44,135,46],{}," 会故意输出 non-tokenized URL",[14,138,139],{},"这样做的目的不是“它不会用了”，而是为了避免把外部管理的敏感 token 暴露到：",[18,141,142,145,148],{},[21,143,144],{},"shell 历史",[21,146,147],{},"剪贴板历史",[21,149,150],{},"浏览器启动参数",[14,152,153],{},"也就是说，它是刻意的最小暴露设计。",[39,155,157],{"id":156},"secretref-未解析时为什么也还能继续引导","SecretRef 未解析时为什么也还能继续引导",[14,159,160],{},"官方现在还补了一条很实用的行为：",[18,162,163,166],{},[21,164,165],{},"即使当前 shell 里 SecretRef 还没解析",[21,167,168,170],{},[44,169,46],{}," 仍然会给出 non-tokenized URL 和下一步 auth 提示",[14,172,173],{},"这意味着它的目标不只是“打开成功”，而是：",[18,175,176],{},[21,177,178],{},"在无法安全直传 token 时，也尽量把你带到正确修复路径",[39,180,182,184],{"id":181},"sessionstorage-为什么值得单独看",[44,183,100],{}," 为什么值得单独看",[14,186,187,188,191],{},"很多人会下意识以为 Dashboard token 会像普通网页登录那样长期放在 ",[44,189,190],{},"localStorage","。",[14,193,194],{},"但官方当前写法更像在强调：",[18,196,197],{},[21,198,199],{},"认证状态更适合绑定到当前浏览器 tab 和当前 gateway URL",[14,201,202],{},"这会带来几个直接结果：",[18,204,205,208,211],{},[21,206,207],{},"换 tab 可能需要重新建立认证",[21,209,210],{},"换 gateway URL 不应自动复用旧认证",[21,212,213],{},"更不适合把 Dashboard 当普通长期登录站点来理解",[39,215,216],{"id":216},"本地和远程入口的差别到底在哪",[14,218,219],{},"更稳的区分是：",[221,222,223],"h3",{"id":223},"localhost",[14,225,226],{},"更适合：",[18,228,229,234],{},[21,230,231,232],{},"直接 ",[44,233,46],{},[21,235,236],{},"让 CLI 帮你走本机最快的认证路径",[221,238,239],{"id":239},"远程入口",[14,241,226],{},[18,243,244,247],{},[21,245,246],{},"先确认走的是 SSH tunnel、Tailscale Serve，还是显式远程 bind",[21,248,249],{},"再判断 token 是否应手动输入",[14,251,252],{},"尤其在 SecretRef 场景下，更不能期待远程 URL 自动带着完整 token 出现在地址栏里。",[39,254,255],{"id":255},"中文环境里最容易踩的坑",[221,257,259],{"id":258},"_1-把-non-tokenized-url-当成-cli-失效","1. 把 non-tokenized URL 当成 CLI 失效",[14,261,262],{},"如果你在用 SecretRef，这往往是官方刻意的保护行为。",[221,264,266],{"id":265},"_2-以为认证会长期保存在浏览器里","2. 以为认证会长期保存在浏览器里",[14,268,269],{},"当前官方更偏当前 tab 会话级保存。",[221,271,273],{"id":272},"_3-远程入口还期待一次复制链接到处都能复用","3. 远程入口还期待“一次复制链接，到处都能复用”",[14,275,276],{},"这和当前 Dashboard 的最小暴露心智并不一致。",[39,278,279],{"id":279},"一条更稳的理解顺序",[14,281,282],{},"建议按这个顺序判断：",[284,285,286,289,292,295],"ol",{},[21,287,288],{},"当前 token 是普通值还是 SecretRef",[21,290,291],{},"当前是 localhost 还是远程入口",[21,293,294],{},"当前浏览器 tab 是否已经保存 auth",[21,296,297,298,300],{},"如果没有，再决定是重新跑 ",[44,299,46],{}," 还是手动补 token",[39,302,303],{"id":303},"下一步推荐",[18,305,306,313,319],{},[21,307,308],{},[309,310,312],"a",{"href":311},"/docs/manual/dashboard-fast-path-and-auth","Dashboard 快速打开与认证行为",[21,314,315],{},[309,316,318],{"href":317},"/docs/operations/control-ui-remote-access","远程打开 Control UI 的正确方式",[21,320,321],{},[309,322,324],{"href":323},"/docs/operations/dashboard-admin-surface-hardening","Dashboard 管理面怎么更稳地开放",{"title":326,"searchDepth":327,"depth":327,"links":328},"",2,[329,331,332,333,334,336,341,346,347],{"id":41,"depth":327,"text":330},"先记住 openclaw dashboard 在做什么",{"id":70,"depth":327,"text":71},{"id":117,"depth":327,"text":118},{"id":156,"depth":327,"text":157},{"id":181,"depth":327,"text":335},"sessionStorage 为什么值得单独看",{"id":216,"depth":327,"text":216,"children":337},[338,340],{"id":223,"depth":339,"text":223},3,{"id":239,"depth":339,"text":239},{"id":255,"depth":327,"text":255,"children":342},[343,344,345],{"id":258,"depth":339,"text":259},{"id":265,"depth":339,"text":266},{"id":272,"depth":339,"text":273},{"id":279,"depth":327,"text":279},{"id":303,"depth":327,"text":303},"参考",null,"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。","md",{},true,"/docs/reference/dashboard-secretref-and-sessionstorage",{"title":5,"description":350},"https://docs.openclaw.ai/web/dashboard","OpenClaw 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UI。","/docs/getting-started/getting-started",[413,438,439,361],"installation","onboarding",{"title":441,"description":442,"path":443,"category":377,"updatedAt":444,"sourceType":358,"tags":445},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide","2026-03-11",[439,446,447,382],"daemon","setup",{"title":449,"description":450,"path":451,"category":377,"updatedAt":452,"sourceType":358,"tags":453},"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",[439,454,455,382,456],"remote","local","wizard",{"title":458,"description":459,"path":460,"category":377,"updatedAt":391,"sourceType":379,"tags":461},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 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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",[397,487,488,489,490],"plugins","multi-agent","hooks","decision",{"title":492,"description":493,"path":494,"category":377,"updatedAt":495,"sourceType":379,"tags":496},"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",[384,439,490,382,497],"safety",{"title":499,"description":500,"path":501,"category":377,"updatedAt":495,"sourceType":379,"tags":502},"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",[503,504,405,490,463],"models","configurations",{"title":506,"description":507,"path":508,"category":377,"updatedAt":495,"sourceType":379,"tags":509},"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",[361,510,384,490,463],"webchat",{"title":512,"description":513,"path":514,"category":377,"updatedAt":495,"sourceType":379,"tags":515},"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",[463,490,472,516,517],"paths","topics",{"title":519,"description":520,"path":521,"category":477,"updatedAt":444,"sourceType":358,"tags":522},"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",[523,394,524,480],"users","scenarios",{"title":526,"description":527,"path":528,"category":529,"updatedAt":530,"sourceType":358,"tags":531},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","manual","2026-06-10",[532,533,534,535],"runtime","workspace","bootstrap","sessions",{"title":537,"description":538,"path":539,"category":540,"updatedAt":444,"sourceType":541,"tags":542},"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",[533,543,386,397],"soul",{"title":545,"description":546,"path":547,"category":548,"updatedAt":444,"sourceType":358,"tags":549},"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",[382,550,395,551],"nodes","control-plane",{"title":553,"description":554,"path":555,"category":540,"updatedAt":556,"sourceType":358,"tags":557},"Background Tasks、/tasks 与 task flow 应该怎么用","基于最新官方 Background Tasks 与 openclaw tasks 文档，整理 OpenClaw 的后台任务记录、/tasks 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命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[561,1245,1287,1288],"commands","terminal",{"title":1290,"description":1291,"path":1292,"category":348,"updatedAt":603,"sourceType":358,"tags":1293},"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",[1294,1295,364,569,1245],"cloudflare-ai-gateway","headers",{"title":1297,"description":1298,"path":1299,"category":1300,"updatedAt":495,"sourceType":648,"tags":1301},"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",[648,1302,1303,1304],"github","issues","feedback",{"title":1306,"description":1307,"path":1308,"category":348,"updatedAt":695,"sourceType":358,"tags":1309},"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",[396,1245,1310,1311],"settings","options",{"title":1313,"description":1314,"path":1315,"category":348,"updatedAt":452,"sourceType":358,"tags":1316},"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",[657,733,734,675,1064],{"title":1318,"description":1319,"path":1320,"category":348,"updatedAt":603,"sourceType":358,"tags":1321},"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",[559,813,1322,899,1245],"scheduler",{"title":5,"description":350,"path":354,"category":348,"updatedAt":365,"sourceType":358,"tags":1324},[361,362,363,100,364],{"title":1326,"description":1327,"path":1328,"category":1329,"updatedAt":695,"sourceType":358,"tags":1330},"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",[1331,1332,1333,1083,802],"debugging","debug","runtime-overrides",{"title":1335,"description":1336,"path":1337,"category":348,"updatedAt":575,"sourceType":358,"tags":1338},"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",[1251,1339,1340,1332,1245],"logging","flags",{"title":1342,"description":1343,"path":1344,"category":348,"updatedAt":575,"sourceType":358,"tags":1345},"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",[597,1346,1347,578,1245],"dmScope","identityLinks",{"title":1349,"description":1350,"path":1351,"category":348,"updatedAt":575,"sourceType":358,"tags":1352},"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",[1083,1084,1251,1353,1245],"migrations",{"title":1355,"description":1356,"path":1357,"category":348,"updatedAt":575,"sourceType":358,"tags":1358},"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",[942,396,605,1359,1245],"shell",{"title":1361,"description":1362,"path":1363,"category":348,"updatedAt":495,"sourceType":379,"tags":1364},"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",[1365,1158,648,1366,1160],"sources","trust",{"title":1368,"description":1369,"path":1370,"category":348,"updatedAt":452,"sourceType":358,"tags":1371},"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",[382,1372,561,1015,551],"rpc",{"title":1374,"description":1375,"path":1376,"category":348,"updatedAt":575,"sourceType":358,"tags":1377},"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",[733,734,382,550,1245],{"title":1379,"description":1380,"path":1381,"category":348,"updatedAt":365,"sourceType":358,"tags":1382},"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",[597,382,510,361,1245],{"title":1384,"description":1385,"path":1386,"category":348,"updatedAt":603,"sourceType":358,"tags":1387},"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",[382,1015,1388,1389,1245],"protocol","scopes",{"title":1391,"description":1392,"path":1393,"category":348,"updatedAt":593,"sourceType":358,"tags":1394},"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",[596,1395,578,819,752],"mention",{"title":1397,"description":1398,"path":1399,"category":348,"updatedAt":603,"sourceType":358,"tags":1400},"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",[1059,1401,1402,1403,1245],"visibility","activeHours","alerts",{"title":1405,"description":1406,"path":1407,"category":348,"updatedAt":593,"sourceType":358,"tags":1408},"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",[1009,1015,1409,382,1245],"sdk",{"title":1411,"description":1412,"path":1413,"category":348,"updatedAt":593,"sourceType":358,"tags":1414},"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",[396,1415,1039,1416,1245],"include","arrays",{"title":1418,"description":1419,"path":1420,"category":348,"updatedAt":575,"sourceType":358,"tags":1421},"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",[848,1422,699,431,1245],"invoke",{"title":1424,"description":1425,"path":1426,"category":348,"updatedAt":603,"sourceType":358,"tags":1427},"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",[386,1428,1429,1430,1431,1245],"hybrid-search","ranking","mmr","retrieval",{"title":1433,"description":1434,"path":1435,"category":348,"updatedAt":495,"sourceType":358,"tags":1436},"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",[503,1437,364,569,1245],"probe",{"title":1439,"description":1440,"path":1441,"category":348,"updatedAt":937,"sourceType":358,"tags":1442},"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",[733,734,1280,1443,1064],"credentials",{"title":1445,"description":1446,"path":1447,"category":348,"updatedAt":495,"sourceType":358,"tags":1448},"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",[487,631,1449,1450,1160,1245],"npm","pin",{"title":1452,"description":1453,"path":1454,"category":1329,"updatedAt":452,"sourceType":358,"tags":1455},"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",[1331,1456,802,569,765],"raw-stream",{"title":1458,"description":1459,"path":1460,"category":348,"updatedAt":603,"sourceType":358,"tags":1461},"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",[454,1462,364,382,1245],"tlsFingerprint",{"title":1464,"description":1465,"path":1466,"category":348,"updatedAt":603,"sourceType":358,"tags":1467},"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",[596,1468,1469,1470,1245],"mentions","pending-history","reply",{"title":1472,"description":1473,"path":1474,"category":348,"updatedAt":575,"sourceType":358,"tags":1475},"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",[1476,1477,532,569,1245],"secrets","secretrefs",{"title":1479,"description":1480,"path":1481,"category":348,"updatedAt":593,"sourceType":358,"tags":1482},"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",[597,405,1346,733,819],{"title":1484,"description":1485,"path":1486,"category":348,"updatedAt":1487,"sourceType":358,"tags":1488},"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",[597,1489,1490,965,1245],"transcript","jsonl",{"title":1492,"description":1493,"path":1494,"category":348,"updatedAt":1487,"sourceType":358,"tags":1495},"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",[535,561,1496,1184,404],"store",{"title":1498,"description":1499,"path":1500,"category":348,"updatedAt":603,"sourceType":358,"tags":1501},"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",[405,1199,1184,1502,1245],"ingress",{"title":1504,"description":1505,"path":1506,"category":348,"updatedAt":452,"sourceType":358,"tags":1507},"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",[561,1092,1508,802,1509],"health","troubleshooting",{"title":1511,"description":1512,"path":1513,"category":348,"updatedAt":1487,"sourceType":358,"tags":1514},"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",[1489,1515,569,1516,1245],"hygiene","tool-calls",{"title":1518,"description":1519,"path":1520,"category":1329,"updatedAt":444,"sourceType":358,"tags":1521},"故障排除与诊断思路","把 OpenClaw 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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",[1535,649,1658,1611],{"title":1862,"description":1863,"path":1864,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":1865,"tags":1866},"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",[631,397,640,641,1867,632],"telemetry",{"title":1869,"description":1870,"path":1871,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1872,"tags":1873},"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",[561,382,1372,551,404],{"title":1875,"description":1876,"path":1877,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":1878,"tags":1879},"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",[396,942,577,1880,404],"overrides",{"title":1882,"description":1883,"path":1884,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1792,"tags":1885},"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",[964,965,535,386,1886],"continuity",{"title":1888,"description":1889,"path":1890,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1891,"tags":1892},"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",[657,361,1045,733,454],{"title":1894,"description":1895,"path":1896,"category":1804,"date":365,"updatedAt":365,"sourceType":358,"source":356,"tags":1897},"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",[361,534,363,364,657],{"title":1899,"description":1900,"path":1901,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":356,"tags":1902},"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",[361,510,362,363,578,1903],"web",{"title":1905,"description":1906,"path":1907,"category":1597,"date":378,"updatedAt":378,"sourceType":648,"source":1908,"tags":1909},"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",[393,397,649,1535],{"title":1911,"description":1912,"path":1913,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1914,"tags":1915},"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",[734,733,362,1077,1916],"rotate",{"title":1918,"description":1919,"path":1920,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":1921,"tags":1922},"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",[1083,1251,1084,1331,404],{"title":1924,"description":1925,"path":1926,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1921,"tags":1927},"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",[1083,1084,939,1161,1251],{"title":1929,"description":1930,"path":1931,"category":1932,"date":378,"updatedAt":378,"sourceType":648,"source":1933,"tags":1934},"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",[1935,1936,1937,1938],"education","adoption","ai-tutor","higher-education",{"title":1940,"description":1941,"path":1942,"category":1932,"date":378,"updatedAt":378,"sourceType":648,"source":1943,"tags":1944},"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",[403,1537,431,1535],{"title":1946,"description":1947,"path":1948,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1949,"tags":1950},"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",[397,631,487,489,650],{"title":1952,"description":1953,"path":1954,"category":1804,"date":556,"updatedAt":556,"sourceType":358,"source":1955,"tags":1956},"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",[711,712,713,714,384,715],{"title":1958,"description":1959,"path":1960,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1961,"tags":1962},"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",[382,733,1963,362,550],"pending",{"title":1965,"description":1966,"path":1967,"category":1804,"date":365,"updatedAt":365,"sourceType":358,"source":1968,"tags":1969},"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",[382,597,510,361,1970],"state",{"title":1972,"description":1973,"path":1974,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1975,"tags":1976},"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",[596,1395,819,752,578],{"title":1978,"description":1979,"path":1980,"category":1804,"date":603,"updatedAt":603,"sourceType":358,"source":1975,"tags":1981},"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",[596,1468,1982,595,866],"activation",{"title":1984,"description":1985,"path":1986,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1987,"tags":1988},"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",[396,1415,1039,1416,404],{"title":1990,"description":1991,"path":1992,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1993,"tags":1994},"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",[1995,1537,1996,1997,1998],"showcase","home-assistant","nix","infrastructure",{"title":2000,"description":2001,"path":2002,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":2003,"tags":2004},"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 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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",[1995,386,682,2032,2033],"vector-search","knowledge",{"title":2035,"description":2036,"path":2037,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2038,"tags":2039},"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",[1395,596,623,625,689],{"title":2041,"description":2042,"path":2043,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":2044,"tags":2045},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[1173,675,657,733,454],{"title":2069,"description":2070,"path":2071,"category":1804,"date":603,"updatedAt":603,"sourceType":358,"source":2072,"tags":2073},"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",[361,510,1015,1173,551],{"title":2075,"description":2076,"path":2077,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":1914,"tags":2078},"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",[733,1280,384,1281,404],{"title":2080,"description":2081,"path":2082,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":2083,"tags":2084},"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",[487,649,489,648,650],{"title":2086,"description":2087,"path":2088,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":2089,"tags":2090},"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",[487,631,1449,1450,1160],{"title":2092,"description":2093,"path":2094,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":2095,"tags":2096},"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",[847,848,431,699,488],{"title":2098,"description":2099,"path":2100,"category":1804,"date":603,"updatedAt":603,"sourceType":358,"source":2101,"tags":2102},"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",[569,503,550,364,866],{"title":2104,"description":2105,"path":2106,"category":1804,"date":603,"updatedAt":603,"sourceType":358,"source":2107,"tags":2108},"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",[569,1244,503,382,404],{"title":2110,"description":2111,"path":2112,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1792,"tags":2113},"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",[1158,1159,1161,1160],{"title":2115,"description":2116,"path":2117,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":356,"tags":2118},"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",[361,733,550,454,1064],{"title":2120,"description":2121,"path":2122,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2123,"tags":2124},"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",[578,577,2125,384,579],"threads",{"title":2127,"description":2128,"path":2129,"category":1804,"date":556,"updatedAt":556,"sourceType":358,"source":2130,"tags":2131},"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",[907,794,908,480,385],{"title":2133,"description":2134,"path":2135,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2136,"tags":2137},"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",[1477,2138,2139,1476,404],"snapshot","rotation",{"title":2141,"description":2142,"path":2143,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2003,"tags":2144},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[597,405,1346,733,1199],{"title":2146,"description":2147,"path":2148,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":2149,"tags":2150},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[405,1184,1186,1185,404],{"title":2152,"description":2153,"path":2154,"category":2155,"date":378,"updatedAt":378,"sourceType":648,"source":2156,"tags":2157},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[405,2158,765,403],"compliance",{"title":2160,"description":2161,"path":2162,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":2136,"tags":2163},"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",[405,1476,699,2164,404],"proxy",{"title":2166,"description":2167,"path":2168,"category":1804,"date":1487,"updatedAt":1487,"sourceType":358,"source":2169,"tags":2170},"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",[597,1490,965,1489,382],{"title":2172,"description":2173,"path":2174,"category":1804,"date":1487,"updatedAt":1487,"sourceType":358,"source":2175,"tags":2176},"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",[535,561,1496,1184,404],{"title":2178,"description":2179,"path":2180,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2181,"tags":2182},"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",[405,1199,1200,2183,382],"sandbox",{"title":2185,"description":2186,"path":2187,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1993,"tags":2188},"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",[1995,648,623,397,432],{"title":2190,"description":2191,"path":2192,"category":1804,"date":603,"updatedAt":603,"sourceType":358,"source":2181,"tags":2193},"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",[1199,1347,595,578,405],{"title":2195,"description":2196,"path":2197,"category":1804,"date":1487,"updatedAt":1487,"sourceType":358,"source":2198,"tags":2199},"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",[1489,569,1515,1516,2200],"compatibility",{"title":2202,"description":2203,"path":2204,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":1848,"tags":2205},"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",[1219,405,454,382,364],{"title":2207,"description":2208,"path":2209,"category":1804,"date":365,"updatedAt":365,"sourceType":358,"source":1968,"tags":2210},"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",[382,510,1009,1331,597],{"title":2212,"description":2213,"path":2214,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":2215,"tags":2216},"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",[1563,1161,841,382,1970],{"title":2218,"description":2219,"path":2220,"category":1804,"date":495,"updatedAt":495,"sourceType":358,"source":2221,"tags":2222},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1231,1232,1233,1234,1235],{"title":2224,"description":2225,"path":2226,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":1993,"tags":2227},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1995,671,2228,2229,682],"phone","tts",{"title":2231,"description":2232,"path":2233,"category":1804,"date":593,"updatedAt":593,"sourceType":358,"source":2234,"tags":2235},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[671,996,997,550,734],{"title":2237,"description":2238,"path":2239,"category":1597,"date":452,"updatedAt":452,"sourceType":358,"source":356,"tags":2240},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[361,510,1015,657,1903],{"title":2242,"description":2243,"path":2244,"category":1804,"date":365,"updatedAt":365,"sourceType":358,"source":2245,"tags":2246},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[510,361,1009,382,705],{"title":2248,"description":2249,"path":2250,"category":1804,"date":575,"updatedAt":575,"sourceType":358,"source":2095,"tags":2251},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[431,848,631,699,866],{"title":2253,"description":2254,"path":2255,"category":2256,"date":2257,"updatedAt":2257,"sourceType":379,"source":2258,"tags":2259},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2260,2261,385,1995,2262],"site-update","content","weekly",{"title":2264,"description":2265,"path":2266,"category":2267,"date":1598,"updatedAt":444,"sourceType":358,"source":1599,"tags":2268},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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