[{"data":1,"prerenderedAt":3098},["ShallowReactive",2],{"docs:reference/secure-dm-mode-and-owner-pinning":3,"content-manifest":457},{"id":4,"title":5,"body":6,"category":440,"date":441,"description":442,"extension":443,"meta":444,"navigation":445,"path":446,"seo":447,"source":448,"sourceName":449,"sourceType":450,"stem":451,"tags":452,"updatedAt":455,"__hash__":456},"docs/docs/reference/secure-dm-mode-and-owner-pinning.md","secure DM mode 和 owner pinning 应该怎么一起理解",{"type":7,"value":8,"toc":413},"minimark",[9,13,17,27,30,34,37,58,61,69,72,79,82,85,93,96,100,103,110,113,116,121,124,128,131,151,154,159,163,166,173,176,181,184,191,196,199,204,207,220,229,233,236,254,257,262,265,268,276,280,283,287,290,298,301,304,306,314,316,318,326,332,335,339,342,353,356,360,363,366,369,384,389,392],[10,11,5],"h1",{"id":12},"secure-dm-mode-和-owner-pinning-应该怎么一起理解",[14,15,16],"p",{},"官方最近把 Session 和 Security 两组文档写得更完整了，中文用户现在更容易把一件事看清楚：",[18,19,20,24],"ul",{},[21,22,23],"li",{},"DM 能不能进来，是 access policy 问题",[21,25,26],{},"DM 进来后会不会共用上下文，是 session boundary 问题",[14,28,29],{},"这两层如果混在一起看，就很容易把 secure DM mode 误解成“只是更严格一点的允许名单”。",[31,32,33],"h2",{"id":33},"先把三层东西分开",[14,35,36],{},"更稳的理解方式是：",[18,38,39,46,52],{},[21,40,41,45],{},[42,43,44],"code",{},"dmPolicy"," 决定陌生人能不能先把 DM 打进来",[21,47,48,51],{},[42,49,50],{},"allowFrom"," / pairing approval 决定谁被允许触达",[21,53,54,57],{},[42,55,56],{},"session.dmScope"," 决定允许进来的 DM 共享哪个上下文桶",[14,59,60],{},"secure DM mode 实际指向的是第三层。",[31,62,64,65,68],{"id":63},"为什么默认-main-在单人环境里是成立的","为什么默认 ",[42,66,67],{},"main"," 在单人环境里是成立的",[14,70,71],{},"当前官方文档仍然把：",[18,73,74],{},[21,75,76],{},[42,77,78],{},"session.dmScope: \"main\"",[14,80,81],{},"作为默认值。",[14,83,84],{},"它的好处很直接：",[18,86,87,90],{},[21,88,89],{},"你在不同 DM 入口之间能保持连续上下文",[21,91,92],{},"WebChat、手机端和其他私聊入口更像在共用一个个人主会话",[14,94,95],{},"如果这个 agent 只服务你一个人，这种连续性通常是有价值的。",[31,97,99],{"id":98},"secure-dm-mode-到底在改什么","secure DM mode 到底在改什么",[14,101,102],{},"官方现在把 secure DM mode 直接定义成：",[18,104,105],{},[21,106,107],{},[42,108,109],{},"session.dmScope: \"per-channel-peer\"",[14,111,112],{},"也就是每个“渠道 + 发送者”组合有自己的 DM 上下文。",[14,114,115],{},"它解决的不是“谁能来找你”，而是：",[18,117,118],{},[21,119,120],{},"Alice 的私聊上下文不会和 Bob 的私聊上下文混在一起",[14,122,123],{},"这是共享 DM 入口里最关键的一层保护。",[31,125,127],{"id":126},"什么情况下应该尽快开-secure-dm-mode","什么情况下应该尽快开 secure DM mode",[14,129,130],{},"根据当前官方文档，更值得立刻切到隔离模式的通常是：",[18,132,133,136,139,148],{},[21,134,135],{},"pairing 审批过不止一个 sender",[21,137,138],{},"DM allowlist 里本来就有多个人",[21,140,141,142,144,145],{},"你把 ",[42,143,44],{}," 设成了 ",[42,146,147],{},"open",[21,149,150],{},"同一个 bot/account 会被多人触达",[14,152,153],{},"这几种情况的共同点是：",[18,155,156],{},[21,157,158],{},"“谁都能进主会话”已经不再是合理假设",[31,160,162],{"id":161},"multi-account-场景为什么还要再往上一层","multi-account 场景为什么还要再往上一层",[14,164,165],{},"如果你在同一渠道上接了多个账号，官方现在更明确推荐：",[18,167,168],{},[21,169,170],{},[42,171,172],{},"per-account-channel-peer",[14,174,175],{},"原因不是更复杂，而是为了避免：",[18,177,178],{},[21,179,180],{},"同一 sender 在不同账号下被误判成同一个 DM 桶",[14,182,183],{},"这在多 bot、多号码或多 workspace 入口里很重要。",[31,185,187,190],{"id":186},"identitylinks-应该放在哪一层理解",[42,188,189],{},"identityLinks"," 应该放在哪一层理解",[14,192,193,195],{},[42,194,189],{}," 不是 secure DM mode 的替代品。",[14,197,198],{},"它真正解决的是：",[18,200,201],{},[21,202,203],{},"同一个人跨不同渠道联系你时，哪些身份要折叠到同一 canonical identity",[14,205,206],{},"所以更准确的关系是：",[18,208,209,215],{},[21,210,211,214],{},[42,212,213],{},"dmScope"," 决定分桶粒度",[21,216,217,219],{},[42,218,189],{}," 决定跨渠道时哪些 peer 可以折叠",[14,221,222,223,225,226,228],{},"如果你要的是共享入口隔离，先改 ",[42,224,213],{},"；如果你要的是同一个人跨渠道连续，再补 ",[42,227,189],{},"。",[31,230,232],{"id":231},"owner-pinning-为什么值得一起看","owner pinning 为什么值得一起看",[14,234,235],{},"官方 Channel Routing 文档提到一个很值的细节：",[18,237,238,248],{},[21,239,240,241,244,245,247],{},"当 ",[42,242,243],{},"session.dmScope = \"main\""," 时，系统会尝试通过 ",[42,246,50],{}," 推断 pinned owner",[21,249,250,251],{},"非 owner DM 不会随便改主会话的 ",[42,252,253],{},"lastRoute",[14,255,256],{},"这说明官方也在保护一个事实：",[18,258,259],{},[21,260,261],{},"默认主会话虽然连续，但它不能被任意 DM 入口随便“夺走”",[14,263,264],{},"不过要注意，这仍然不是 secure DM mode 的替代方案。",[14,266,267],{},"更准确地说：",[18,269,270,273],{},[21,271,272],{},"owner pinning 只是降低 main 会话被错误重定向的风险",[21,274,275],{},"secure DM mode 才是在根上把不同 sender 的上下文拆开",[31,277,279],{"id":278},"pairing-allowlist-open-应该怎么选","pairing / allowlist / open 应该怎么选",[14,281,282],{},"从当前官方安全建议看，更稳的顺序通常是：",[284,285,286],"h3",{"id":286},"pairing",[14,288,289],{},"适合：",[18,291,292,295],{},[21,293,294],{},"私有入口",[21,296,297],{},"先确认身份，再允许 DM",[14,299,300],{},"这是当前官方默认路径。",[284,302,303],{"id":303},"allowlist",[14,305,289],{},[18,307,308,311],{},[21,309,310],{},"你已经明确知道哪些人能来找这个 bot",[21,312,313],{},"不需要额外配对流程",[284,315,147],{"id":147},[14,317,289],{},[18,319,320,323],{},[21,321,322],{},"公开入口",[21,324,325],{},"已经明确接受陌生人 DM",[14,327,328,329,331],{},"但一旦走到这一步，更应该同时把 ",[42,330,213],{}," 调到隔离模式。",[31,333,334],{"id":334},"中文环境里最容易踩的坑",[284,336,338],{"id":337},"_1-以为-pairing-已经等于安全隔离","1. 以为 pairing 已经等于安全隔离",[14,340,341],{},"pairing 解决的是“谁能进来”，不是“进来后共不共用主会话”。",[284,343,345,346,349,350],{"id":344},"_2-只记得-per-peer忘了-per-channel-peer","2. 只记得 ",[42,347,348],{},"per-peer","，忘了 ",[42,351,352],{},"per-channel-peer",[14,354,355],{},"多人共享入口里，按渠道再加一层通常更稳。",[284,357,359],{"id":358},"_3-把-owner-pinning-当成-secure-dm-mode","3. 把 owner pinning 当成 secure DM mode",[14,361,362],{},"owner pinning 只能减少 main route 漂移，不能替代 sender 级上下文隔离。",[31,364,365],{"id":365},"一条更稳的选择顺序",[14,367,368],{},"建议按这个顺序判断：",[370,371,372,375,378,381],"ol",{},[21,373,374],{},"这个 DM 入口是不是只服务你一个人",[21,376,377],{},"会不会有多个人能直接 DM 这个 agent",[21,379,380],{},"是否存在多账号共享同一渠道",[21,382,383],{},"是否希望同一个人跨多个渠道保持连续",[14,385,386,387,228],{},"前两题决定你先不先开 secure DM mode，后两题决定用哪种隔离粒度和要不要加 ",[42,388,189],{},[31,390,391],{"id":391},"下一步推荐",[18,393,394,401,407],{},[21,395,396],{},[397,398,400],"a",{"href":399},"/docs/reference/dm-scope-and-identity-links","dmScope 和 identityLinks 应该怎么一起用",[21,402,403],{},[397,404,406],{"href":405},"/docs/manual/channel-routing-and-session-keys","频道与 Session 路由怎么决定上下文边界",[21,408,409],{},[397,410,412],{"href":411},"/docs/operations/openclaw-security-best-practices","OpenClaw 安全最佳实践",{"title":414,"searchDepth":415,"depth":415,"links":416},"",2,[417,418,420,421,422,423,425,426,432,438,439],{"id":33,"depth":415,"text":33},{"id":63,"depth":415,"text":419},"为什么默认 main 在单人环境里是成立的",{"id":98,"depth":415,"text":99},{"id":126,"depth":415,"text":127},{"id":161,"depth":415,"text":162},{"id":186,"depth":415,"text":424},"identityLinks 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UI。","/docs/getting-started/getting-started",[502,527,528,529],"installation","onboarding","dashboard",{"title":531,"description":532,"path":533,"category":467,"updatedAt":534,"sourceType":450,"tags":535},"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",[528,536,537,472],"daemon","setup",{"title":539,"description":540,"path":541,"category":467,"updatedAt":542,"sourceType":450,"tags":543},"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",[528,544,545,472,546],"remote","local","wizard",{"title":548,"description":549,"path":550,"category":467,"updatedAt":481,"sourceType":469,"tags":551},"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",[487,577,578,579,580],"plugins","multi-agent","hooks","decision",{"title":582,"description":583,"path":584,"category":467,"updatedAt":585,"sourceType":469,"tags":586},"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",[474,528,580,472,587],"safety",{"title":589,"description":590,"path":591,"category":467,"updatedAt":585,"sourceType":469,"tags":592},"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",[593,594,454,580,553],"models","configurations",{"title":596,"description":597,"path":598,"category":467,"updatedAt":585,"sourceType":469,"tags":599},"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 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与参考资料阅读入口","说明 OpenClaw 的参考资料应如何阅读，以及中文用户在查 CLI、配置、诊断和模块说明时该怎么找信息。","/docs/reference/api-reference-overview",[1336,651,1027,1342],"diagnostics",{"title":1344,"description":1345,"path":1346,"category":440,"updatedAt":585,"sourceType":450,"tags":1347},"approvals CLI、网关与节点 allowlist 怎么管理","基于最新官方 approvals CLI 与 Exec Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[789,303,787,472,1348,1336],"node",{"title":1350,"description":1351,"path":1352,"category":440,"updatedAt":692,"sourceType":450,"tags":1353},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 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",[661,929,1335,625,1336],{"title":1355,"description":1356,"path":1357,"category":440,"updatedAt":692,"sourceType":450,"tags":1358},"setup code、bootstrapToken 和 /pair pending 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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",[651,1336,1377,1378],"commands","terminal",{"title":1380,"description":1381,"path":1382,"category":440,"updatedAt":692,"sourceType":450,"tags":1383},"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",[1384,1385,661,659,1336],"cloudflare-ai-gateway","headers",{"title":1387,"description":1388,"path":1389,"category":1390,"updatedAt":585,"sourceType":735,"tags":1391},"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",[735,1392,1393,1394],"github","issues","feedback",{"title":1396,"description":1397,"path":1398,"category":440,"updatedAt":785,"sourceType":450,"tags":1399},"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",[486,1336,1400,1401],"settings","options",{"title":1403,"description":1404,"path":1405,"category":440,"updatedAt":542,"sourceType":450,"tags":1406},"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",[744,286,823,765,1157],{"title":1408,"description":1409,"path":1410,"category":440,"updatedAt":692,"sourceType":450,"tags":1411},"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",[649,902,1412,987,1336],"scheduler",{"title":1414,"description":1415,"path":1416,"category":440,"updatedAt":1096,"sourceType":450,"tags":1417},"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",[529,764,1418,1419,661],"secretref","sessionStorage",{"title":1421,"description":1422,"path":1423,"category":1424,"updatedAt":785,"sourceType":450,"tags":1425},"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",[1426,1427,1428,1176,891],"debugging","debug","runtime-overrides",{"title":1430,"description":1431,"path":1432,"category":440,"updatedAt":666,"sourceType":450,"tags":1433},"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",[1342,1434,1435,1427,1336],"logging","flags",{"title":400,"description":1437,"path":399,"category":440,"updatedAt":666,"sourceType":450,"tags":1438},"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。",[453,213,189,669,1336],{"title":1440,"description":1441,"path":1442,"category":440,"updatedAt":666,"sourceType":450,"tags":1443},"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",[1176,1177,1342,1444,1336],"migrations",{"title":1446,"description":1447,"path":1448,"category":440,"updatedAt":666,"sourceType":450,"tags":1449},"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",[1030,486,694,1450,1336],"shell",{"title":1452,"description":1453,"path":1454,"category":440,"updatedAt":585,"sourceType":469,"tags":1455},"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",[1456,1249,735,1457,1251],"sources","trust",{"title":1459,"description":1460,"path":1461,"category":440,"updatedAt":542,"sourceType":450,"tags":1462},"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",[472,1463,651,1104,641],"rpc",{"title":1465,"description":1466,"path":1467,"category":440,"updatedAt":666,"sourceType":450,"tags":1468},"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",[286,823,472,640,1336],{"title":1470,"description":1471,"path":1472,"category":440,"updatedAt":1096,"sourceType":450,"tags":1473},"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",[453,472,600,529,1336],{"title":1475,"description":1476,"path":1477,"category":440,"updatedAt":692,"sourceType":450,"tags":1478},"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",[472,1104,1479,1480,1336],"protocol","scopes",{"title":1482,"description":1483,"path":1484,"category":440,"updatedAt":455,"sourceType":450,"tags":1485},"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",[686,1486,669,303,841],"mention",{"title":1488,"description":1489,"path":1490,"category":440,"updatedAt":692,"sourceType":450,"tags":1491},"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",[1150,1492,1493,1494,1336],"visibility","activeHours","alerts",{"title":1496,"description":1497,"path":1498,"category":440,"updatedAt":455,"sourceType":450,"tags":1499},"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",[1098,1104,1500,472,1336],"sdk",{"title":1502,"description":1503,"path":1504,"category":440,"updatedAt":455,"sourceType":450,"tags":1505},"include 合并时，数组和 sibling 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[476,1519,1520,1521,1522,1336],"hybrid-search","ranking","mmr","retrieval",{"title":1524,"description":1525,"path":1526,"category":440,"updatedAt":585,"sourceType":450,"tags":1527},"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",[593,1528,661,659,1336],"probe",{"title":1530,"description":1531,"path":1532,"category":440,"updatedAt":1025,"sourceType":450,"tags":1533},"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",[286,823,50,1534,1157],"credentials",{"title":1536,"description":1537,"path":1538,"category":440,"updatedAt":585,"sourceType":450,"tags":1539},"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",[577,718,1540,1541,1251,1336],"npm","pin",{"title":1543,"description":1544,"path":1545,"category":1424,"updatedAt":542,"sourceType":450,"tags":1546},"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",[1426,1547,891,659,854],"raw-stream",{"title":1549,"description":1550,"path":1551,"category":440,"updatedAt":692,"sourceType":450,"tags":1552},"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",[544,1553,661,472,1336],"tlsFingerprint",{"title":1555,"description":1556,"path":1557,"category":440,"updatedAt":692,"sourceType":450,"tags":1558},"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 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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",[529,1310,286,544,454],{"title":1940,"description":1941,"path":1942,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":1900,"tags":1943},"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",[710,712,789,474,1264],{"title":1945,"description":1946,"path":1947,"category":1743,"date":468,"updatedAt":468,"sourceType":735,"source":1948,"tags":1949},"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",[1623,736,1746,1699],{"title":1951,"description":1952,"path":1953,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":1954,"tags":1955},"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",[718,487,727,728,1956,719],"telemetry",{"title":1958,"description":1959,"path":1960,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":1961,"tags":1962},"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",[651,472,1463,641,494],{"title":1964,"description":1965,"path":1966,"category":1892,"date":666,"updatedAt":666,"sourceType":450,"source":1967,"tags":1968},"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",[486,1030,668,1969,494],"overrides",{"title":1971,"description":1972,"path":1973,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":1880,"tags":1974},"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",[1052,1053,625,476,1975],"continuity",{"title":1977,"description":1978,"path":1979,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":1980,"tags":1981},"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",[744,529,1136,286,544],{"title":1983,"description":1984,"path":1985,"category":1892,"date":1096,"updatedAt":1096,"sourceType":450,"source":1906,"tags":1986},"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",[529,624,1418,661,744],{"title":1988,"description":1989,"path":1990,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":1906,"tags":1991},"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",[529,600,764,1418,669,1992],"web",{"title":1994,"description":1995,"path":1996,"category":1685,"date":468,"updatedAt":468,"sourceType":735,"source":1997,"tags":1998},"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",[483,487,736,1623],{"title":2000,"description":2001,"path":2002,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2003,"tags":2004},"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",[823,286,764,1170,2005],"rotate",{"title":2007,"description":2008,"path":2009,"category":1892,"date":666,"updatedAt":666,"sourceType":450,"source":2010,"tags":2011},"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",[2024,2025,2026,2027],"education","adoption","ai-tutor","higher-education",{"title":2029,"description":2030,"path":2031,"category":2021,"date":468,"updatedAt":468,"sourceType":735,"source":2032,"tags":2033},"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",[493,1625,520,1623],{"title":2035,"description":2036,"path":2037,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":2038,"tags":2039},"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 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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",[472,286,2052,764,640],"pending",{"title":2054,"description":2055,"path":2056,"category":1892,"date":1096,"updatedAt":1096,"sourceType":450,"source":2057,"tags":2058},"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",[472,453,600,529,2059],"state",{"title":2061,"description":2062,"path":2063,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2064,"tags":2065},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[2084,476,772,2120,2121],"vector-search","knowledge",{"title":2123,"description":2124,"path":2125,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2126,"tags":2127},"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",[1486,686,710,712,779],{"title":2129,"description":2130,"path":2131,"category":1892,"date":666,"updatedAt":666,"sourceType":450,"source":2132,"tags":2133},"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",[1264,765,744,286,544],{"title":2157,"description":2158,"path":2159,"category":1892,"date":692,"updatedAt":692,"sourceType":450,"source":2160,"tags":2161},"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",[529,600,1104,1264,641],{"title":2163,"description":2164,"path":2165,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2003,"tags":2166},"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",[286,50,474,1371,494],{"title":2168,"description":2169,"path":2170,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":2171,"tags":2172},"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",[577,736,579,735,737],{"title":2174,"description":2175,"path":2176,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":2177,"tags":2178},"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",[659,593,640,661,954],{"title":2192,"description":2193,"path":2194,"category":1892,"date":692,"updatedAt":692,"sourceType":450,"source":2195,"tags":2196},"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",[659,1335,593,472,494],{"title":2198,"description":2199,"path":2200,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":1880,"tags":2201},"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",[1249,1250,1252,1251],{"title":2203,"description":2204,"path":2205,"category":1892,"date":666,"updatedAt":666,"sourceType":450,"source":1906,"tags":2206},"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",[529,286,640,544,1157],{"title":2208,"description":2209,"path":2210,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2211,"tags":2212},"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",[669,668,2213,474,670],"threads",{"title":2215,"description":2216,"path":2217,"category":1892,"date":646,"updatedAt":646,"sourceType":450,"source":2218,"tags":2219},"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",[995,883,996,570,475],{"title":2221,"description":2222,"path":2223,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2224,"tags":2225},"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",[1568,2226,2227,1567,494],"snapshot","rotation",{"title":2229,"description":2230,"path":2231,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":448,"tags":2232},"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",[453,454,213,286,1290],{"title":2234,"description":2235,"path":2236,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":2237,"tags":2238},"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",[454,1275,1277,1276,494],{"title":2240,"description":2241,"path":2242,"category":2243,"date":468,"updatedAt":468,"sourceType":735,"source":2244,"tags":2245},"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",[454,2246,854,493],"compliance",{"title":2248,"description":2249,"path":2250,"category":1892,"date":666,"updatedAt":666,"sourceType":450,"source":2224,"tags":2251},"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",[454,1567,789,2252,494],"proxy",{"title":2254,"description":2255,"path":2256,"category":1892,"date":1575,"updatedAt":1575,"sourceType":450,"source":2257,"tags":2258},"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",[453,1578,1053,1577,472],{"title":2260,"description":2261,"path":2262,"category":1892,"date":1575,"updatedAt":1575,"sourceType":450,"source":2263,"tags":2264},"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",[625,651,1584,1275,494],{"title":2266,"description":2267,"path":2268,"category":1892,"date":455,"updatedAt":455,"sourceType":450,"source":2269,"tags":2270},"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",[454,1290,1291,2271,472],"sandbox",{"title":2273,"description":2274,"path":2275,"category":1685,"date":542,"updatedAt":542,"sourceType":450,"source":2082,"tags":2276},"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",[2084,735,710,487,521],{"title":2278,"description":2279,"path":2280,"category":1892,"date":692,"updatedAt":692,"sourceType":450,"source":2269,"tags":2281},"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",[1290,189,685,669,454],{"title":2283,"description":2284,"path":2285,"category":1892,"date":1575,"updatedAt":1575,"sourceType":450,"source":2286,"tags":2287},"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",[1577,659,1603,1604,2288],"compatibility",{"title":2290,"description":2291,"path":2292,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":1937,"tags":2293},"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",[1310,454,544,472,661],{"title":2295,"description":2296,"path":2297,"category":1892,"date":1096,"updatedAt":1096,"sourceType":450,"source":2057,"tags":2298},"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",[472,600,1098,1426,453],{"title":2300,"description":2301,"path":2302,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":2303,"tags":2304},"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",[1651,1252,929,472,2059],{"title":2306,"description":2307,"path":2308,"category":1892,"date":585,"updatedAt":585,"sourceType":450,"source":2309,"tags":2310},"OpenClaw 更新观察：stable、beta、dev 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