[{"data":1,"prerenderedAt":3106},["ShallowReactive",2],{"docs:reference/cron-run-queue-and-retry-backoff":3,"content-manifest":464},{"id":4,"title":5,"body":6,"category":444,"date":445,"description":446,"extension":447,"meta":448,"navigation":449,"path":450,"seo":451,"source":452,"sourceName":453,"sourceType":454,"stem":455,"tags":456,"updatedAt":462,"__hash__":463},"docs/docs/reference/cron-run-queue-and-retry-backoff.md","cron run 入队语义和 retry backoff 应该怎么理解",{"type":7,"value":8,"toc":424},"minimark",[9,13,22,35,38,46,49,62,65,70,73,78,81,87,90,109,112,119,129,178,181,200,206,209,216,219,235,238,242,245,260,263,267,270,274,277,291,294,297,299,310,313,321,324,335,338,352,355,358,361,390,396,399,420],[10,11,5],"h1",{"id":12},"cron-run-入队语义和-retry-backoff-应该怎么理解",[14,15,16,17,21],"p",{},"官方最近把 ",[18,19,20],"code",{},"openclaw cron"," 这组命令补得更接近真正的作业控制面后，有两个细节特别值得单独拎出来：",[23,24,25,32],"ul",{},[26,27,28,31],"li",{},[18,29,30],{},"openclaw cron run"," 现在先返回“已入队”",[26,33,34],{},"recurring job 连续失败时会走明确的 retry backoff",[14,36,37],{},"如果这两条没看清，长期运行里的排障会很容易误判。",[39,40,42,45],"h2",{"id":41},"cron-run-现在不是同步跑完再回",[18,43,44],{},"cron run"," 现在不是“同步跑完再回”",[14,47,48],{},"官方 CLI 文档当前写得很明确：",[23,50,51,56],{},[26,52,53,55],{},[18,54,30],{}," 会在 manual run 被排进执行队列后就返回",[26,57,58,59],{},"成功响应会包含 ",[18,60,61],{},"{ ok: true, enqueued: true, runId }",[14,63,64],{},"这意味着它更像：",[23,66,67],{},[26,68,69],{},"提交一个执行请求",[14,71,72],{},"而不是：",[23,74,75],{},[26,76,77],{},"在你眼前把整个 job 跑完",[39,79,80],{"id":80},"为什么这条变化很重要",[14,82,83,84,86],{},"很多人以前习惯把 ",[18,85,44],{}," 当成“手工立即执行并拿最终结果”的命令。",[14,88,89],{},"但现在更准确的理解是：",[91,92,93,96,102],"ol",{},[26,94,95],{},"你先把 run 请求发给调度器",[26,97,98,99],{},"调度器给你一个 ",[18,100,101],{},"runId",[26,103,104,105,108],{},"真正结果要去 ",[18,106,107],{},"openclaw cron runs --id \u003CjobId>"," 跟",[14,110,111],{},"这会让 cron 更像一个正式作业系统，而不是命令行里的同步 helper。",[39,113,115,116],{"id":114},"什么时候该去看-runs","什么时候该去看 ",[18,117,118],{},"runs",[14,120,121,122,125,126,128],{},"如果你已经拿到了 ",[18,123,124],{},"enqueued: true","，接下来最值钱的不是重复敲 ",[18,127,44],{},"，而是去看：",[130,131,136],"pre",{"className":132,"code":133,"language":134,"meta":135,"style":135},"language-bash shiki shiki-themes github-light github-dark","openclaw cron runs --id \u003Cjob-id> --limit 20\n","bash","",[18,137,138],{"__ignoreMap":135},[139,140,143,147,151,154,158,162,165,169,172,175],"span",{"class":141,"line":142},"line",1,[139,144,146],{"class":145},"sScJk","openclaw",[139,148,150],{"class":149},"sZZnC"," cron",[139,152,153],{"class":149}," runs",[139,155,157],{"class":156},"sj4cs"," --id",[139,159,161],{"class":160},"szBVR"," \u003C",[139,163,164],{"class":149},"job-i",[139,166,168],{"class":167},"sVt8B","d",[139,170,171],{"class":160},">",[139,173,174],{"class":156}," --limit",[139,176,177],{"class":156}," 20\n",[14,179,180],{},"官方自动化排障页也是把它当成主入口，因为这里才能看到：",[23,182,183,186,192,197],{},[26,184,185],{},"最终 run status",[26,187,188,191],{},[18,189,190],{},"ok"," 还是 skip",[26,193,194],{},[18,195,196],{},"not-due",[26,198,199],{},"delivery 有没有真的发生",[39,201,203,205],{"id":202},"not-due-为什么也常见",[18,204,196],{}," 为什么也常见",[14,207,208],{},"官方排障页明确提到一种很常见的签名：",[23,210,211],{},[26,212,213],{},[18,214,215],{},"reason: not-due",[14,217,218],{},"这通常表示：",[23,220,221,226,232],{},[26,222,223,224],{},"你手动跑了 ",[18,225,44],{},[26,227,228,229],{},"但没有 ",[18,230,231],{},"--force",[26,233,234],{},"而当前这个 job 还没到应跑时间",[14,236,237],{},"这类情况不是 scheduler 坏了，而是你对手工 run 的期待和当前调度条件不一致。",[39,239,241],{"id":240},"recurring-job-的-retry-backoff-现在是固定梯子","recurring job 的 retry backoff 现在是固定梯子",[14,243,244],{},"CLI 文档和 Cron Jobs 文档都把这条写清楚了：",[23,246,247,250,257],{},[26,248,249],{},"recurring jobs 连续失败后",[26,251,252,253,256],{},"会按 ",[18,254,255],{},"30s → 1m → 5m → 15m → 60m"," 退避",[26,258,259],{},"下次成功后再回到正常 schedule",[14,261,262],{},"这意味着“为什么这个 job 没按原时间点继续跑”不一定是配置错了，也可能只是已经进入 retry lane。",[39,264,266],{"id":265},"哪类失败会进入-retry哪类不会","哪类失败会进入 retry，哪类不会",[14,268,269],{},"官方 Cron Jobs 文档当前把错误分成两类：",[271,272,273],"h3",{"id":273},"transient",[14,275,276],{},"例如：",[23,278,279,282,285,288],{},[26,280,281],{},"429",[26,283,284],{},"timeout",[26,286,287],{},"network error",[26,289,290],{},"5xx",[14,292,293],{},"这类会被视为可重试。",[271,295,296],{"id":296},"permanent",[14,298,276],{},[23,300,301,304,307],{},[26,302,303],{},"unauthorized",[26,305,306],{},"invalid API key",[26,308,309],{},"配置校验错误",[14,311,312],{},"这类更像硬错误，不该靠无限重试掩盖。",[39,314,316,317,320],{"id":315},"one-shot-at-还有两个很容易漏的点","one-shot ",[18,318,319],{},"--at"," 还有两个很容易漏的点",[14,322,323],{},"官方 CLI 文档还补了两条很实用的规则：",[23,325,326,329],{},[26,327,328],{},"one-shot job 成功后默认会删掉",[26,330,331,332],{},"想保留它，要用 ",[18,333,334],{},"--keep-after-run",[14,336,337],{},"以及：",[23,339,340,346],{},[26,341,342,343,345],{},"offset-less 的 ",[18,344,319],{}," 时间默认按 UTC 解释",[26,347,348,349],{},"如果你想按某个本地时区墙钟时间解释，得配 ",[18,350,351],{},"--tz \u003Ciana>",[14,353,354],{},"这两条都很容易在“临时提醒为什么消失了”“为什么跑偏几个小时”这种问题里出现。",[39,356,357],{"id":357},"更稳的排障顺序",[14,359,360],{},"如果 cron 看起来不对，建议按这个顺序：",[91,362,363,368,374,379,384],{},[26,364,365],{},[18,366,367],{},"openclaw cron status",[26,369,370,371],{},"看有没有 future ",[18,372,373],{},"nextWakeAtMs",[26,375,376],{},[18,377,378],{},"openclaw cron list",[26,380,381],{},[18,382,383],{},"openclaw cron runs --id \u003CjobId> --limit 20",[26,385,386,387],{},"再配合 ",[18,388,389],{},"openclaw logs --follow",[14,391,392,393,395],{},"这个顺序会比只盯着 ",[18,394,44],{}," 的返回值更接近真实运行状态。",[39,397,398],{"id":398},"下一步推荐",[23,400,401,408,414],{},[26,402,403],{},[404,405,407],"a",{"href":406},"/docs/operations/cron-retention-and-run-log-pruning","Cron 的 retention 和 run log pruning 怎么工作",[26,409,410],{},[404,411,413],{"href":412},"/docs/reference/troubleshooting","自动化故障排查",[26,415,416],{},[404,417,419],{"href":418},"/best-practices/heartbeat-cron-composition","用 Heartbeat 和 Cron 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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",[461,658,1037,1349],"diagnostics",{"title":1351,"description":1352,"path":1353,"category":444,"updatedAt":593,"sourceType":454,"tags":1354},"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",[799,918,797,479,1355,461],"node",{"title":1357,"description":1358,"path":1359,"category":444,"updatedAt":462,"sourceType":454,"tags":1360},"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",[668,940,1343,633,461],{"title":1362,"description":1363,"path":1364,"category":444,"updatedAt":462,"sourceType":454,"tags":1365},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[833,1366,720,834,461],"bootstrapToken",{"title":1368,"description":1369,"path":1370,"category":461,"updatedAt":628,"sourceType":454,"tags":1371},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1372,632,677,641,1235,631],"templates",{"title":1374,"description":1375,"path":1376,"category":444,"updatedAt":691,"sourceType":454,"tags":1377},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[833,1378,481,1379,1165],"allowFrom","account",{"title":1381,"description":1382,"path":1383,"category":444,"updatedAt":795,"sourceType":454,"tags":1384},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[658,461,1385,1386],"commands","terminal",{"title":1388,"description":1389,"path":1390,"category":444,"updatedAt":462,"sourceType":454,"tags":1391},"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",[1392,1393,668,666,461],"cloudflare-ai-gateway","headers",{"title":1395,"description":1396,"path":1397,"category":1398,"updatedAt":593,"sourceType":745,"tags":1399},"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",[745,1400,1401,1402],"github","issues","feedback",{"title":1404,"description":1405,"path":1406,"category":444,"updatedAt":795,"sourceType":454,"tags":1407},"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",[493,461,1408,1409],"settings","options",{"title":1411,"description":1412,"path":1413,"category":444,"updatedAt":550,"sourceType":454,"tags":1414},"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",[754,833,834,775,1165],{"title":5,"description":446,"path":450,"category":444,"updatedAt":462,"sourceType":454,"tags":1416},[457,458,459,460,461],{"title":1418,"description":1419,"path":1420,"category":444,"updatedAt":1106,"sourceType":454,"tags":1421},"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",[537,774,1422,1423,668],"secretref","sessionStorage",{"title":1425,"description":1426,"path":1427,"category":1428,"updatedAt":795,"sourceType":454,"tags":1429},"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",[1430,1431,1432,1183,902],"debugging","debug","runtime-overrides",{"title":1434,"description":1435,"path":1436,"category":444,"updatedAt":673,"sourceType":454,"tags":1437},"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",[1349,1438,1439,1431,461],"logging","flags",{"title":1441,"description":1442,"path":1443,"category":444,"updatedAt":673,"sourceType":454,"tags":1444},"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",[695,1445,1446,676,461],"dmScope","identityLinks",{"title":1448,"description":1449,"path":1450,"category":444,"updatedAt":673,"sourceType":454,"tags":1451},"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",[1183,1184,1349,1452,461],"migrations",{"title":1454,"description":1455,"path":1456,"category":444,"updatedAt":673,"sourceType":454,"tags":1457},"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",[1040,493,702,1458,461],"shell",{"title":1460,"description":1461,"path":1462,"category":444,"updatedAt":593,"sourceType":476,"tags":1463},"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",[1464,1258,745,1465,1260],"sources","trust",{"title":1467,"description":1468,"path":1469,"category":444,"updatedAt":550,"sourceType":454,"tags":1470},"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",[479,1471,658,1114,649],"rpc",{"title":1473,"description":1474,"path":1475,"category":444,"updatedAt":673,"sourceType":454,"tags":1476},"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",[833,834,479,648,461],{"title":1478,"description":1479,"path":1480,"category":444,"updatedAt":1106,"sourceType":454,"tags":1481},"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",[695,479,608,537,461],{"title":1483,"description":1484,"path":1485,"category":444,"updatedAt":462,"sourceType":454,"tags":1486},"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",[479,1114,1487,1488,461],"protocol","scopes",{"title":1490,"description":1491,"path":1492,"category":444,"updatedAt":691,"sourceType":454,"tags":1493},"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",[694,1494,676,918,852],"mention",{"title":1496,"description":1497,"path":1498,"category":444,"updatedAt":462,"sourceType":454,"tags":1499},"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",[1158,1500,1501,1502,461],"visibility","activeHours","alerts",{"title":1504,"description":1505,"path":1506,"category":444,"updatedAt":691,"sourceType":454,"tags":1507},"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",[1108,1114,1508,479,461],"sdk",{"title":1510,"description":1511,"path":1512,"category":444,"updatedAt":691,"sourceType":454,"tags":1513},"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",[483,1527,1528,1529,1530,461],"hybrid-search","ranking","mmr","retrieval",{"title":1532,"description":1533,"path":1534,"category":444,"updatedAt":593,"sourceType":454,"tags":1535},"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",[601,1536,668,666,461],"probe",{"title":1538,"description":1539,"path":1540,"category":444,"updatedAt":1035,"sourceType":454,"tags":1541},"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",[833,834,1378,1542,1165],"credentials",{"title":1544,"description":1545,"path":1546,"category":444,"updatedAt":593,"sourceType":454,"tags":1547},"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",[585,728,1548,1549,1260,461],"npm","pin",{"title":1551,"description":1552,"path":1553,"category":1428,"updatedAt":550,"sourceType":454,"tags":1554},"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",[1430,1555,902,666,865],"raw-stream",{"title":1557,"description":1558,"path":1559,"category":444,"updatedAt":462,"sourceType":454,"tags":1560},"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",[552,1561,668,479,461],"tlsFingerprint",{"title":1563,"description":1564,"path":1565,"category":444,"updatedAt":462,"sourceType":454,"tags":1566},"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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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",[695,502,1445,833,918],{"title":1583,"description":1584,"path":1585,"category":444,"updatedAt":1586,"sourceType":454,"tags":1587},"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",[695,1588,1589,1063,461],"transcript","jsonl",{"title":1591,"description":1592,"path":1593,"category":444,"updatedAt":1586,"sourceType":454,"tags":1594},"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 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正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[664,665,667,666,965],{"title":1937,"description":1938,"path":1939,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":1940,"tags":1941},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[693,677,694,676,721],{"title":1943,"description":1944,"path":1945,"category":1901,"date":462,"updatedAt":462,"sourceType":454,"source":1946,"tags":1947},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 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",[537,1319,833,552,502],{"title":1949,"description":1950,"path":1951,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":1909,"tags":1952},"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",[720,722,799,481,1273],{"title":1954,"description":1955,"path":1956,"category":1753,"date":475,"updatedAt":475,"sourceType":745,"source":1957,"tags":1958},"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",[1633,746,1756,1709],{"title":1960,"description":1961,"path":1962,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":1963,"tags":1964},"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",[728,494,737,738,1965,729],"telemetry",{"title":1967,"description":1968,"path":1969,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":1970,"tags":1971},"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",[658,479,1471,649,501],{"title":1973,"description":1974,"path":1975,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":1976,"tags":1977},"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",[493,1040,675,1978,501],"overrides",{"title":1980,"description":1981,"path":1982,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":1889,"tags":1983},"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",[1062,1063,633,483,1984],"continuity",{"title":1986,"description":1987,"path":1988,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":1989,"tags":1990},"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",[754,537,1146,833,552],{"title":1992,"description":1993,"path":1994,"category":1901,"date":1106,"updatedAt":1106,"sourceType":454,"source":1915,"tags":1995},"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",[537,632,1422,668,754],{"title":1997,"description":1998,"path":1999,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":1915,"tags":2000},"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",[537,608,774,1422,676,2001],"web",{"title":2003,"description":2004,"path":2005,"category":1695,"date":475,"updatedAt":475,"sourceType":745,"source":2006,"tags":2007},"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",[490,494,746,1633],{"title":2009,"description":2010,"path":2011,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2012,"tags":2013},"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",[834,833,774,1177,2014],"rotate",{"title":2016,"description":2017,"path":2018,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":2019,"tags":2020},"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",[1183,1349,1184,1430,501],{"title":2022,"description":2023,"path":2024,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2019,"tags":2025},"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",[1183,1184,1037,1261,1349],{"title":2027,"description":2028,"path":2029,"category":2030,"date":475,"updatedAt":475,"sourceType":745,"source":2031,"tags":2032},"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",[2033,2034,2035,2036],"education","adoption","ai-tutor","higher-education",{"title":2038,"description":2039,"path":2040,"category":2030,"date":475,"updatedAt":475,"sourceType":745,"source":2041,"tags":2042},"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",[500,1635,528,1633],{"title":2044,"description":2045,"path":2046,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":2047,"tags":2048},"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",[494,728,585,587,747],{"title":2050,"description":2051,"path":2052,"category":1901,"date":654,"updatedAt":654,"sourceType":454,"source":2053,"tags":2054},"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",[811,812,813,814,481,815],{"title":2056,"description":2057,"path":2058,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2059,"tags":2060},"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",[479,833,2061,774,648],"pending",{"title":2063,"description":2064,"path":2065,"category":1901,"date":1106,"updatedAt":1106,"sourceType":454,"source":2066,"tags":2067},"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",[479,695,608,537,2068],"state",{"title":2070,"description":2071,"path":2072,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2073,"tags":2074},"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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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",[493,1514,1138,1515,501],{"title":2088,"description":2089,"path":2090,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":2091,"tags":2092},"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",[2093,1635,2094,2095,2096],"showcase","home-assistant","nix","infrastructure",{"title":2098,"description":2099,"path":2100,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":2101,"tags":2102},"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",[2093,483,782,2130,2131],"vector-search","knowledge",{"title":2133,"description":2134,"path":2135,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2136,"tags":2137},"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",[1494,694,720,722,789],{"title":2139,"description":2140,"path":2141,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":2142,"tags":2143},"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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文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[648,832,479,833,834],{"title":2156,"description":2157,"path":2158,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":2159,"tags":2160},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[536,1680,959,1681,1261],{"title":2162,"description":2163,"path":2164,"category":1901,"date":1106,"updatedAt":1106,"sourceType":454,"source":1989,"tags":2165},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1273,775,754,833,552],{"title":2167,"description":2168,"path":2169,"category":1901,"date":462,"updatedAt":462,"sourceType":454,"source":2170,"tags":2171},"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",[537,608,1114,1273,649],{"title":2173,"description":2174,"path":2175,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2012,"tags":2176},"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",[833,1378,481,1379,501],{"title":2178,"description":2179,"path":2180,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":2181,"tags":2182},"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",[585,746,587,745,747],{"title":2184,"description":2185,"path":2186,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":2187,"tags":2188},"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",[585,728,1548,1549,1260],{"title":2190,"description":2191,"path":2192,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":2193,"tags":2194},"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",[946,947,528,799,586],{"title":2196,"description":2197,"path":2198,"category":1901,"date":462,"updatedAt":462,"sourceType":454,"source":2199,"tags":2200},"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",[666,601,648,668,965],{"title":2202,"description":2203,"path":2204,"category":1901,"date":462,"updatedAt":462,"sourceType":454,"source":2205,"tags":2206},"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",[666,1343,601,479,501],{"title":2208,"description":2209,"path":2210,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":1889,"tags":2211},"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",[1258,1259,1261,1260],{"title":2213,"description":2214,"path":2215,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":1915,"tags":2216},"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",[537,833,648,552,1165],{"title":2218,"description":2219,"path":2220,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2221,"tags":2222},"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",[676,675,2223,481,677],"threads",{"title":2225,"description":2226,"path":2227,"category":1901,"date":654,"updatedAt":654,"sourceType":454,"source":2228,"tags":2229},"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",[1005,894,1006,578,482],{"title":2231,"description":2232,"path":2233,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2234,"tags":2235},"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",[1576,2236,2237,1575,501],"snapshot","rotation",{"title":2239,"description":2240,"path":2241,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2101,"tags":2242},"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",[695,502,1445,833,1299],{"title":2244,"description":2245,"path":2246,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":2247,"tags":2248},"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",[502,1284,1286,1285,501],{"title":2250,"description":2251,"path":2252,"category":2253,"date":475,"updatedAt":475,"sourceType":745,"source":2254,"tags":2255},"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",[502,2256,865,500],"compliance",{"title":2258,"description":2259,"path":2260,"category":1901,"date":673,"updatedAt":673,"sourceType":454,"source":2234,"tags":2261},"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",[502,1575,799,2262,501],"proxy",{"title":2264,"description":2265,"path":2266,"category":1901,"date":1586,"updatedAt":1586,"sourceType":454,"source":2267,"tags":2268},"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",[695,1589,1063,1588,479],{"title":2270,"description":2271,"path":2272,"category":1901,"date":1586,"updatedAt":1586,"sourceType":454,"source":2273,"tags":2274},"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",[633,658,1595,1284,501],{"title":2276,"description":2277,"path":2278,"category":1901,"date":691,"updatedAt":691,"sourceType":454,"source":2279,"tags":2280},"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",[502,1299,1300,2281,479],"sandbox",{"title":2283,"description":2284,"path":2285,"category":1695,"date":550,"updatedAt":550,"sourceType":454,"source":2091,"tags":2286},"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",[2093,745,720,494,529],{"title":2288,"description":2289,"path":2290,"category":1901,"date":462,"updatedAt":462,"sourceType":454,"source":2279,"tags":2291},"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",[1299,1446,693,676,502],{"title":2293,"description":2294,"path":2295,"category":1901,"date":1586,"updatedAt":1586,"sourceType":454,"source":2296,"tags":2297},"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",[1588,666,1614,1615,2298],"compatibility",{"title":2300,"description":2301,"path":2302,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":1946,"tags":2303},"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",[1319,502,552,479,668],{"title":2305,"description":2306,"path":2307,"category":1901,"date":1106,"updatedAt":1106,"sourceType":454,"source":2066,"tags":2308},"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",[479,608,1108,1430,695],{"title":2310,"description":2311,"path":2312,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":2313,"tags":2314},"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",[1661,1261,940,479,2068],{"title":2316,"description":2317,"path":2318,"category":1901,"date":593,"updatedAt":593,"sourceType":454,"source":2319,"tags":2320},"OpenClaw 更新观察：stable、beta、dev 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