[{"data":1,"prerenderedAt":3013},["ShallowReactive",2],{"docs:operations/trusted-proxy-vs-tailscale-serve":3,"content-manifest":369},{"id":4,"title":5,"body":6,"category":349,"date":350,"description":351,"extension":352,"meta":353,"navigation":354,"path":355,"seo":356,"source":357,"sourceName":358,"sourceType":359,"stem":360,"tags":361,"updatedAt":367,"__hash__":368},"docs/docs/operations/trusted-proxy-vs-tailscale-serve.md","Trusted Proxy 和 Tailscale Serve 怎么选",{"type":7,"value":8,"toc":332},"minimark",[9,13,17,20,37,41,44,49,52,55,66,69,72,74,85,89,92,94,105,109,115,118,123,126,144,148,151,159,162,165,176,179,183,190,193,205,208,212,215,229,232,243,249,253,256,282,285,288,291,302,305,308,329],[10,11,5],"h1",{"id":12},"trusted-proxy-和-tailscale-serve-怎么选",[14,15,16],"p",{},"很多人在把 Gateway 暴露给别的设备时，最容易混淆的不是“能不能连上”，而是“该把认证放在哪一层”。",[14,18,19],{},"官方最近的安全和 trusted proxy 文档，其实已经把这条边界说得很清楚：",[21,22,23,31,34],"ul",{},[24,25,26,30],"li",{},[27,28,29],"code",{},"trusted-proxy"," 适合身份感知代理",[24,32,33],{},"token / password 仍然是基础认证方式",[24,35,36],{},"Tailscale Serve 适合更轻量的个人或小团队远程访问",[38,39,40],"h2",{"id":40},"为什么这三个东西不能混着理解",[14,42,43],{},"它们解决的问题不完全一样。",[45,46,48],"h3",{"id":47},"token-password","Token / Password",[14,50,51],{},"这是 Gateway 自己直接做认证。",[14,53,54],{},"更适合：",[21,56,57,60,63],{},[24,58,59],{},"单机",[24,61,62],{},"小范围远程访问",[24,64,65],{},"不想引入额外身份代理",[45,67,68],{"id":29},"Trusted Proxy",[14,70,71],{},"这是把认证前移到反向代理。",[14,73,54],{},[21,75,76,79,82],{},[24,77,78],{},"OAuth/OIDC/SAML 已经在代理层做好",[24,80,81],{},"浏览器要稳定访问 Control UI",[24,83,84],{},"容器或平台化环境里代理就是唯一入口",[45,86,88],{"id":87},"tailscale-serve","Tailscale Serve",[14,90,91],{},"它更像“让安全远程入口简单很多”的路径。",[14,93,54],{},[21,95,96,99,102],{},[24,97,98],{},"自己的设备之间访问",[24,100,101],{},"小团队 tailnet",[24,103,104],{},"不想单独维护一整套身份代理",[38,106,108],{"id":107},"官方为什么特别提醒不要滥用-trusted-proxy","官方为什么特别提醒不要滥用 trusted-proxy",[14,110,111,112,114],{},"官方文档把 ",[27,113,29],{}," 明确标成安全敏感能力，不是因为它不好，而是因为它一旦配错，后果会非常直接。",[14,116,117],{},"最关键的风险其实就一个：",[21,119,120],{},[24,121,122],{},"Gateway 完全信任前置代理传来的认证结果",[14,124,125],{},"所以只要出现下面任何一种情况，就不该轻易上它：",[21,127,128,131,134,141],{},[24,129,130],{},"代理只是 TLS 终止器",[24,132,133],{},"还有绕过代理直达 Gateway 的路径",[24,135,136,137,140],{},"你不确定 ",[27,138,139],{},"x-forwarded-*"," 头会不会被正确覆盖",[24,142,143],{},"只是想先把页面访问问题“凑合解决”",[38,145,147],{"id":146},"什么时候更应该优先用-tailscale-serve","什么时候更应该优先用 Tailscale Serve",[14,149,150],{},"官方 trusted proxy 文档里实际上给了很明确的暗示：",[21,152,153,156],{},[24,154,155],{},"如果你只需要个人单用户访问",[24,157,158],{},"或者主要是少量可信设备之间远程访问",[14,160,161],{},"那更适合优先考虑 Tailscale Serve + loopback 这类更轻的路径。",[14,163,164],{},"这类方式的价值在于：",[21,166,167,170,173],{},[24,168,169],{},"不需要你自己搭完整 OAuth 代理",[24,171,172],{},"不需要维护用户 header 注入链路",[24,174,175],{},"认证边界更简单",[14,177,178],{},"对中文站很多个人用户和小团队来说，这通常会比 trusted-proxy 稳很多。",[38,180,182],{"id":181},"浏览器和-websocket-问题时怎么判断该走哪条路","浏览器和 WebSocket 问题时怎么判断该走哪条路",[14,184,185,186,189],{},"官方文档特别提到一个典型场景：浏览器 WebSocket 遇到 ",[27,187,188],{},"1008 unauthorized","。",[14,191,192],{},"这时很多人会立刻觉得“是不是应该上 trusted-proxy”。但更稳的判断顺序其实是：",[194,195,196,199,202],"ol",{},[24,197,198],{},"先确认你是不是确实需要浏览器走代理认证",[24,200,201],{},"再确认是不是容器/平台场景",[24,203,204],{},"再看能不能直接用更简单的远程访问路径",[14,206,207],{},"如果只是自己远程开网页，并不一定要把整套认证前移。",[38,209,211],{"id":210},"真正适合-trusted-proxy-的环境长什么样","真正适合 trusted-proxy 的环境长什么样",[14,213,214],{},"根据当前官方文档，更像下面这些环境：",[21,216,217,220,223,226],{},[24,218,219],{},"Pomerium",[24,221,222],{},"Caddy + OAuth",[24,224,225],{},"nginx + oauth2-proxy",[24,227,228],{},"Traefik + forward auth",[14,230,231],{},"也就是：",[21,233,234,237,240],{},[24,235,236],{},"代理本身已经知道“这个用户是谁”",[24,238,239],{},"代理会注入用户 header",[24,241,242],{},"Gateway 只接受来自可信代理 IP 的请求",[14,244,245,246,248],{},"如果少了其中任何一个前提，",[27,247,29],{}," 都可能比想象中危险。",[38,250,252],{"id":251},"配-trusted-proxy-时最不能省的检查","配 trusted-proxy 时最不能省的检查",[14,254,255],{},"官方文档里当前最值得记住的几个点是：",[194,257,258,264,270,276,279],{},[24,259,260,263],{},[27,261,262],{},"gateway.trustedProxies"," 只能写真实代理 IP",[24,265,266,269],{},[27,267,268],{},"userHeader"," 必须明确",[24,271,272,273],{},"最好限制 ",[27,274,275],{},"allowUsers",[24,277,278],{},"代理必须是唯一入口",[24,280,281],{},"外部访问必须走 HTTPS",[14,283,284],{},"这套东西本质上不是“再加一个 auth mode”，而是一条完整的部署边界。",[38,286,287],{"id":287},"中文站建议怎么选",[14,289,290],{},"如果你现在只是想稳定访问自己的 Gateway，建议按这个顺序判断：",[194,292,293,296,299],{},[24,294,295],{},"个人设备远程访问：优先 Tailscale Serve",[24,297,298],{},"小范围可信访问：先用 token / password",[24,300,301],{},"企业或平台统一身份接入：再考虑 trusted-proxy",[14,303,304],{},"这样做的好处是：复杂度会和真实需求一起增长，而不是一开始就把安全边界弄得过重。",[38,306,307],{"id":307},"下一步推荐",[21,309,310,317,323],{},[24,311,312],{},[313,314,316],"a",{"href":315},"/docs/operations/trusted-proxy-auth","Trusted Proxy Auth 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OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[384,413,414,415],"quickstart","tutorial","basics",{"title":417,"description":418,"path":419,"category":379,"updatedAt":411,"sourceType":359,"tags":420},"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",[385,413,414,415],{"title":422,"description":423,"path":424,"category":379,"updatedAt":411,"sourceType":359,"tags":425},"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",[398,413,414,415],{"title":427,"description":428,"path":429,"category":379,"updatedAt":411,"sourceType":359,"tags":430},"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",[431,432,413,414],"workflow","automation",{"title":434,"description":435,"path":436,"category":379,"updatedAt":411,"sourceType":359,"tags":437},"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",[413,438,439,440],"installation","onboarding","dashboard",{"title":442,"description":443,"path":444,"category":379,"updatedAt":445,"sourceType":359,"tags":446},"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",[439,447,448,365],"daemon","setup",{"title":450,"description":451,"path":452,"category":379,"updatedAt":367,"sourceType":359,"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",[439,454,455,365,456],"remote","local","wizard",{"title":458,"description":459,"path":460,"category":379,"updatedAt":392,"sourceType":381,"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 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[462,463,440,385,398],"personal","getting-started",{"title":465,"description":466,"path":467,"category":468,"updatedAt":445,"sourceType":359,"tags":469},"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",[470,471,472,439],"reading-path","overview","docs",{"title":474,"description":475,"path":476,"category":477,"updatedAt":478,"sourceType":359,"tags":479},"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",[471,480,385,481],"self-hosted","assistant",{"title":483,"description":484,"path":485,"category":379,"updatedAt":392,"sourceType":381,"tags":486},"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",[398,487,488,489,490],"plugins","multi-agent","hooks","decision",{"title":492,"description":493,"path":494,"category":379,"updatedAt":495,"sourceType":381,"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",[385,439,490,365,497],"safety",{"title":499,"description":500,"path":501,"category":379,"updatedAt":495,"sourceType":381,"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",[503,504,366,490,463],"models","configurations",{"title":506,"description":507,"path":508,"category":379,"updatedAt":495,"sourceType":381,"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",[440,510,385,490,463],"webchat",{"title":512,"description":513,"path":514,"category":379,"updatedAt":495,"sourceType":381,"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":445,"sourceType":359,"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",[523,395,524,480],"users","scenarios",{"title":526,"description":527,"path":528,"category":529,"updatedAt":530,"sourceType":359,"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":445,"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",[533,543,387,398],"soul",{"title":545,"description":546,"path":547,"category":548,"updatedAt":445,"sourceType":359,"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",[365,550,396,551],"nodes","control-plane",{"title":553,"description":554,"path":555,"category":540,"updatedAt":556,"sourceType":359,"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",[561,1243,1285,1286],"commands","terminal",{"title":1288,"description":1289,"path":1290,"category":1237,"updatedAt":603,"sourceType":359,"tags":1291},"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",[1292,1293,364,569,1243],"cloudflare-ai-gateway","headers",{"title":1295,"description":1296,"path":1297,"category":1298,"updatedAt":495,"sourceType":648,"tags":1299},"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",[648,1300,1301,1302],"github","issues","feedback",{"title":1304,"description":1305,"path":1306,"category":1237,"updatedAt":698,"sourceType":359,"tags":1307},"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",[397,1243,1308,1309],"settings","options",{"title":1311,"description":1312,"path":1313,"category":1237,"updatedAt":367,"sourceType":359,"tags":1314},"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",[657,736,737,678,1070],{"title":1316,"description":1317,"path":1318,"category":1237,"updatedAt":603,"sourceType":359,"tags":1319},"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",[559,816,1320,902,1243],"scheduler",{"title":1322,"description":1323,"path":1324,"category":1237,"updatedAt":1011,"sourceType":359,"tags":1325},"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",[440,677,1326,1327,364],"secretref","sessionStorage",{"title":1329,"description":1330,"path":1331,"category":1332,"updatedAt":698,"sourceType":359,"tags":1333},"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",[1334,1335,1336,1089,805],"debugging","debug","runtime-overrides",{"title":1338,"description":1339,"path":1340,"category":1237,"updatedAt":575,"sourceType":359,"tags":1341},"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",[1249,1342,1343,1335,1243],"logging","flags",{"title":1345,"description":1346,"path":1347,"category":1237,"updatedAt":575,"sourceType":359,"tags":1348},"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",[597,1349,1350,578,1243],"dmScope","identityLinks",{"title":1352,"description":1353,"path":1354,"category":1237,"updatedAt":575,"sourceType":359,"tags":1355},"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",[1089,1090,1249,1356,1243],"migrations",{"title":1358,"description":1359,"path":1360,"category":1237,"updatedAt":575,"sourceType":359,"tags":1361},"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",[945,397,605,1362,1243],"shell",{"title":1364,"description":1365,"path":1366,"category":1237,"updatedAt":495,"sourceType":381,"tags":1367},"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",[1368,1163,648,1369,1165],"sources","trust",{"title":1371,"description":1372,"path":1373,"category":1237,"updatedAt":367,"sourceType":359,"tags":1374},"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",[365,1375,561,1019,551],"rpc",{"title":1377,"description":1378,"path":1379,"category":1237,"updatedAt":575,"sourceType":359,"tags":1380},"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",[736,737,365,550,1243],{"title":1382,"description":1383,"path":1384,"category":1237,"updatedAt":1011,"sourceType":359,"tags":1385},"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",[597,365,510,440,1243],{"title":1387,"description":1388,"path":1389,"category":1237,"updatedAt":603,"sourceType":359,"tags":1390},"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",[365,1019,1391,1392,1243],"protocol","scopes",{"title":1394,"description":1395,"path":1396,"category":1237,"updatedAt":593,"sourceType":359,"tags":1397},"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",[596,1398,578,822,755],"mention",{"title":1400,"description":1401,"path":1402,"category":1237,"updatedAt":603,"sourceType":359,"tags":1403},"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",[1063,1404,1405,1406,1243],"visibility","activeHours","alerts",{"title":1408,"description":1409,"path":1410,"category":1237,"updatedAt":593,"sourceType":359,"tags":1411},"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",[1013,1019,1412,365,1243],"sdk",{"title":1414,"description":1415,"path":1416,"category":1237,"updatedAt":593,"sourceType":359,"tags":1417},"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",[397,1418,1042,1419,1243],"include","arrays",{"title":1421,"description":1422,"path":1423,"category":1237,"updatedAt":575,"sourceType":359,"tags":1424},"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",[851,1425,702,431,1243],"invoke",{"title":1427,"description":1428,"path":1429,"category":1237,"updatedAt":603,"sourceType":359,"tags":1430},"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",[387,1431,1432,1433,1434,1243],"hybrid-search","ranking","mmr","retrieval",{"title":1436,"description":1437,"path":1438,"category":1237,"updatedAt":495,"sourceType":359,"tags":1439},"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",[503,1440,364,569,1243],"probe",{"title":1442,"description":1443,"path":1444,"category":1237,"updatedAt":940,"sourceType":359,"tags":1445},"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",[736,737,1278,1446,1070],"credentials",{"title":1448,"description":1449,"path":1450,"category":1237,"updatedAt":495,"sourceType":359,"tags":1451},"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",[487,631,1452,1453,1165,1243],"npm","pin",{"title":1455,"description":1456,"path":1457,"category":1332,"updatedAt":367,"sourceType":359,"tags":1458},"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",[1334,1459,805,569,768],"raw-stream",{"title":1461,"description":1462,"path":1463,"category":1237,"updatedAt":603,"sourceType":359,"tags":1464},"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",[454,1465,364,365,1243],"tlsFingerprint",{"title":1467,"description":1468,"path":1469,"category":1237,"updatedAt":603,"sourceType":359,"tags":1470},"回复机器人消息也算 mention 吗，pending history 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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",[597,366,1349,736,822],{"title":1487,"description":1488,"path":1489,"category":1237,"updatedAt":1490,"sourceType":359,"tags":1491},"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",[597,1492,1493,968,1243],"transcript","jsonl",{"title":1495,"description":1496,"path":1497,"category":1237,"updatedAt":1490,"sourceType":359,"tags":1498},"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",[535,561,1499,1188,405],"store",{"title":1501,"description":1502,"path":1503,"category":1237,"updatedAt":603,"sourceType":359,"tags":1504},"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",[366,1203,1188,1505,1243],"ingress",{"title":1507,"description":1508,"path":1509,"category":1237,"updatedAt":367,"sourceType":359,"tags":1510},"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",[561,1098,1511,805,1512],"health","troubleshooting",{"title":1514,"description":1515,"path":1516,"category":1237,"updatedAt":1490,"sourceType":359,"tags":1517},"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 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29",[440,29,736,454,366],{"title":1854,"description":1855,"path":1856,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":1815,"tags":1857},"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",[623,625,702,385,1177],{"title":1859,"description":1860,"path":1861,"category":1658,"date":380,"updatedAt":380,"sourceType":648,"source":1862,"tags":1863},"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",[1538,649,1661,1614],{"title":1865,"description":1866,"path":1867,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":1868,"tags":1869},"OpenClaw ClawHub 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拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[397,945,577,1883,405],"overrides",{"title":1885,"description":1886,"path":1887,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":1795,"tags":1888},"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",[967,968,535,387,1889],"continuity",{"title":1891,"description":1892,"path":1893,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":1894,"tags":1895},"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",[657,440,362,736,454],{"title":1897,"description":1898,"path":1899,"category":1807,"date":1011,"updatedAt":1011,"sourceType":359,"source":1821,"tags":1900},"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",[440,534,1326,364,657],{"title":1902,"description":1903,"path":1904,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":1821,"tags":1905},"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",[440,510,677,1326,578,1906],"web",{"title":1908,"description":1909,"path":1910,"category":1600,"date":380,"updatedAt":380,"sourceType":648,"source":1911,"tags":1912},"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",[394,398,649,1538],{"title":1914,"description":1915,"path":1916,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":1917,"tags":1918},"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",[737,736,677,1083,1919],"rotate",{"title":1921,"description":1922,"path":1923,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":1924,"tags":1925},"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",[1089,1249,1090,1334,405],{"title":1927,"description":1928,"path":1929,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":1924,"tags":1930},"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",[1089,1090,942,1166,1249],{"title":1932,"description":1933,"path":1934,"category":1935,"date":380,"updatedAt":380,"sourceType":648,"source":1936,"tags":1937},"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",[1938,1939,1940,1941],"education","adoption","ai-tutor","higher-education",{"title":1943,"description":1944,"path":1945,"category":1935,"date":380,"updatedAt":380,"sourceType":648,"source":1946,"tags":1947},"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",[404,1540,431,1538],{"title":1949,"description":1950,"path":1951,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":1952,"tags":1953},"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",[398,631,487,489,650],{"title":1955,"description":1956,"path":1957,"category":1807,"date":556,"updatedAt":556,"sourceType":359,"source":1958,"tags":1959},"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",[714,715,716,717,385,718],{"title":1961,"description":1962,"path":1963,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":1964,"tags":1965},"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",[365,736,1966,677,550],"pending",{"title":1968,"description":1969,"path":1970,"category":1807,"date":1011,"updatedAt":1011,"sourceType":359,"source":1971,"tags":1972},"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",[365,597,510,440,1973],"state",{"title":1975,"description":1976,"path":1977,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":1978,"tags":1979},"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",[596,1398,822,755,578],{"title":1981,"description":1982,"path":1983,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":1978,"tags":1984},"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 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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",[1998,1540,1999,2000,2001],"showcase","home-assistant","nix","infrastructure",{"title":2003,"description":2004,"path":2005,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":2006,"tags":2007},"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",[535,387,968,1889,869],{"title":2009,"description":2010,"path":2011,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":2012,"tags":2013},"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",[1166,559,535,1056,405],{"title":2015,"description":2016,"path":2017,"category":1626,"date":1601,"updatedAt":445,"sourceType":1300,"source":1628,"tags":2018},"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",[1163,1228,1164,398,366],{"title":2020,"description":2021,"path":2022,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2023,"tags":2024},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[387,487,790,782,797],{"title":2026,"description":2027,"path":2028,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":2023,"tags":2029},"OpenClaw 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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",[1398,596,623,625,692],{"title":2044,"description":2045,"path":2046,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":2047,"tags":2048},"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",[755,510,578,759,385],{"title":2050,"description":2051,"path":2052,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":1875,"tags":2053},"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",[503,1440,569,364,1126],{"title":2055,"description":2056,"path":2057,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":2058,"tags":2059},"OpenClaw 节点观察：headless 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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",[1177,678,657,736,454],{"title":2072,"description":2073,"path":2074,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":2075,"tags":2076},"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",[440,510,1019,1177,551],{"title":2078,"description":2079,"path":2080,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":1917,"tags":2081},"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",[736,1278,385,1279,405],{"title":2083,"description":2084,"path":2085,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":2086,"tags":2087},"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":2089,"description":2090,"path":2091,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2092,"tags":2093},"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",[487,631,1452,1453,1165],{"title":2095,"description":2096,"path":2097,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2098,"tags":2099},"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",[850,851,431,702,488],{"title":2101,"description":2102,"path":2103,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":2104,"tags":2105},"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",[569,503,550,364,869],{"title":2107,"description":2108,"path":2109,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":2110,"tags":2111},"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",[569,1242,503,365,405],{"title":2113,"description":2114,"path":2115,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":1795,"tags":2116},"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",[1163,1164,1166,1165],{"title":2118,"description":2119,"path":2120,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":1821,"tags":2121},"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",[440,736,550,454,1070],{"title":2123,"description":2124,"path":2125,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":2126,"tags":2127},"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",[578,577,2128,385,579],"threads",{"title":2130,"description":2131,"path":2132,"category":1807,"date":556,"updatedAt":556,"sourceType":359,"source":2133,"tags":2134},"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",[910,797,911,480,386],{"title":2136,"description":2137,"path":2138,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":2139,"tags":2140},"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",[1480,2141,2142,1479,405],"snapshot","rotation",{"title":2144,"description":2145,"path":2146,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":2006,"tags":2147},"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",[597,366,1349,736,1203],{"title":2149,"description":2150,"path":2151,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2152,"tags":2153},"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",[366,1188,1190,1189,405],{"title":2155,"description":2156,"path":2157,"category":2158,"date":380,"updatedAt":380,"sourceType":648,"source":2159,"tags":2160},"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",[366,2161,768,404],"compliance",{"title":2163,"description":2164,"path":2165,"category":1807,"date":575,"updatedAt":575,"sourceType":359,"source":2139,"tags":2166},"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",[366,1479,702,2167,405],"proxy",{"title":2169,"description":2170,"path":2171,"category":1807,"date":1490,"updatedAt":1490,"sourceType":359,"source":2172,"tags":2173},"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",[597,1493,968,1492,365],{"title":2175,"description":2176,"path":2177,"category":1807,"date":1490,"updatedAt":1490,"sourceType":359,"source":2178,"tags":2179},"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",[535,561,1499,1188,405],{"title":2181,"description":2182,"path":2183,"category":1807,"date":593,"updatedAt":593,"sourceType":359,"source":2184,"tags":2185},"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",[366,1203,1204,2186,365],"sandbox",{"title":2188,"description":2189,"path":2190,"category":1600,"date":367,"updatedAt":367,"sourceType":359,"source":1996,"tags":2191},"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",[1998,648,623,398,432],{"title":2193,"description":2194,"path":2195,"category":1807,"date":603,"updatedAt":603,"sourceType":359,"source":2184,"tags":2196},"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",[1203,1350,595,578,366],{"title":2198,"description":2199,"path":2200,"category":1807,"date":1490,"updatedAt":1490,"sourceType":359,"source":2201,"tags":2202},"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",[1492,569,1518,1519,2203],"compatibility",{"title":2205,"description":2206,"path":2207,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":357,"tags":2208},"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",[29,366,454,365,364],{"title":2210,"description":2211,"path":2212,"category":1807,"date":1011,"updatedAt":1011,"sourceType":359,"source":1971,"tags":2213},"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",[365,510,1013,1334,597],{"title":2215,"description":2216,"path":2217,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2218,"tags":2219},"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",[1566,1166,844,365,1973],{"title":2221,"description":2222,"path":2223,"category":1807,"date":495,"updatedAt":495,"sourceType":359,"source":2224,"tags":2225},"OpenClaw 更新观察：stable、beta、dev 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