[{"data":1,"prerenderedAt":3104},["ShallowReactive",2],{"docs:operations/release-tracking":3,"content-manifest":462},{"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":36,"sourceType":453,"stem":454,"tags":455,"updatedAt":460,"__hash__":461},"docs/docs/operations/release-tracking.md","如何持续跟踪 OpenClaw 更新",{"type":7,"value":8,"toc":421},"minimark",[9,13,17,21,24,37,40,55,69,80,83,94,97,100,103,106,109,121,124,130,133,144,151,172,175,178,181,198,201,204,207,212,219,223,229,233,236,239,242,253,256,267,270,278,281,292,295,298,312,315,326,329,332,335,346,349,354,357,360,363,377,383,391,394],[10,11,5],"h1",{"id":12},"如何持续跟踪-openclaw-更新",[14,15,16],"p",{},"对于 OpenClaw 这种持续演进的系统，除了阅读基础文档，更重要的是建立“持续跟踪更新”的方法。否则内容很快就会过时。",[18,19,20],"h2",{"id":20},"推荐关注的官方入口",[14,22,23],{},"最值得长期关注的有三类：",[25,26,27,31,34],"ul",{},[28,29,30],"li",{},"官方文档",[28,32,33],{},"GitHub 仓库",[28,35,36],{},"GitHub Releases",[14,38,39],{},"其中，Releases 最适合看版本变化，官方文档最适合看能力结构和使用方式，仓库则最适合补充真实讨论和实现方向。",[14,41,42,43,47,48,54],{},"截至 ",[44,45,46],"strong",{},"2026 年 3 月 17 日","，GitHub Releases 页面公开可见的最新稳定 release 是 ",[44,49,50],{},[51,52,53],"code",{},"openclaw 2026.3.13","。不过它在 GitHub 上对应的是一个恢复型 release：",[25,56,57,63],{},[28,58,59,60],{},"GitHub Release / tag：",[51,61,62],{},"v2026.3.13-1",[28,64,65,66],{},"npm 对应版本：仍然是 ",[51,67,68],{},"2026.3.13",[14,70,71,72,75,76,79],{},"官方说明这次 ",[51,73,74],{},"-1"," 后缀是因为 GitHub immutable releases 不允许复用已经发布过的 ",[51,77,78],{},"v2026.3.13"," tag，所以新建了一个恢复 release 来修复 broken tag / release path。",[14,81,82],{},"这类版本节点对中文站特别值得跟，因为它不只是“有新版本”，还涉及：",[25,84,85,88,91],{},[28,86,87],{},"Git tag 和 npm 版本号不完全一致",[28,89,90],{},"文档里引用 tag、asset 或 compare 链接时需要更谨慎",[28,92,93],{},"版本说明里有时会出现“修复发布过程本身”的情况",[18,95,96],{"id":96},"为什么不能只看一个入口",[14,98,99],{},"如果只看文档，你可能会错过版本变化节奏。",[14,101,102],{},"如果只看 release，你又可能不知道这些变化应该怎么被用户理解。",[14,104,105],{},"如果只看 issue，你会陷入局部问题，反而看不清主线。",[14,107,108],{},"更稳妥的方式，是把三类信息组合起来：",[110,111,112,115,118],"ol",{},[28,113,114],{},"先看 release 发生了什么",[28,116,117],{},"再看官方 docs 如何组织能力",[28,119,120],{},"最后看社区里哪些问题最常见",[14,122,123],{},"如果你在维护中文站，还应该再加第四步：",[110,125,127],{"start":126},4,[28,128,129],{},"看中文教程站、社区文章或媒体报道里，哪些主题已经开始被反复提到",[14,131,132],{},"这样更容易发现：",[25,134,135,138,141],{},[28,136,137],{},"哪些变化官方已经发布，但中文用户还没形成稳定理解",[28,139,140],{},"哪些主题虽然不是新功能，却已经成为高频使用问题",[28,142,143],{},"哪些内容适合写成中文“背景说明”而不是配置文档",[14,145,146,147,150],{},"截至 2026 年 3 月 17 日，GitHub Releases 页还能直接看出另一个信号：",[44,148,149],{},"3 月份发布节奏非常密","。当前页面上至少能看到：",[25,152,153,157,162,167],{},[28,154,155],{},[51,156,53],{},[28,158,159],{},[51,160,161],{},"openclaw 2026.3.12",[28,163,164],{},[51,165,166],{},"openclaw 2026.3.11",[28,168,169],{},[51,170,171],{},"openclaw 2026.3.8",[14,173,174],{},"这意味着对中文站来说，“每周看一次 releases”已经不是宽松建议，而是比较贴近实际节奏的最低频率。",[18,176,177],{"id":177},"版本更新里最值得关注的内容",[14,179,180],{},"每次看 release，不要平均用力。优先筛这几类变化：",[25,182,183,186,189,192,195],{},[28,184,185],{},"配置文件字段变化",[28,187,188],{},"CLI 或包名变更",[28,190,191],{},"渠道、认证、网关相关改动",[28,193,194],{},"onboarding、doctor、diagnostics 相关改动",[28,196,197],{},"明确标注为 breaking change 或迁移提示的内容",[14,199,200],{},"这些变化最容易影响中文用户的实际使用和升级路径。",[18,202,203],{"id":203},"中文站点怎么把更新转成内容",[14,205,206],{},"最推荐的做法是把更新分成三类：",[208,209,211],"h3",{"id":210},"_1-版本速览","1. 版本速览",[14,213,214,215,218],{},"用于 ",[51,216,217],{},"/news","，快速回答“这次版本主要发生了什么”。",[208,220,222],{"id":221},"_2-功能解读","2. 功能解读",[14,224,214,225,228],{},[51,226,227],{},"/docs","，把某个功能做成长期可读的中文说明。",[208,230,232],{"id":231},"_3-升级提醒","3. 升级提醒",[14,234,235],{},"用于最佳实践或 FAQ，回答“我需不需要马上改配置、有哪些风险”。",[18,237,238],{"id":238},"一套可执行的跟踪节奏",[208,240,241],{"id":241},"每周一次",[25,243,244,247,250],{},[28,245,246],{},"看 Releases 是否有新版本",[28,248,249],{},"看官方文档目录有没有新栏目或重要结构变化",[28,251,252],{},"记录最新稳定版、beta/pre-release 和是否存在恢复型 release",[208,254,255],{"id":255},"每次重要版本后",[25,257,258,261,264],{},[28,259,260],{},"产出一篇中文版本速览",[28,262,263],{},"判断哪些文档需要同步修订",[28,265,266],{},"列出升级前检查清单",[208,268,269],{"id":269},"每月一次",[25,271,272,275],{},[28,273,274],{},"回顾最近常见问题",[28,276,277],{},"把社区高频问题补到 FAQ 或排错文档",[18,279,280],{"id":280},"建议的跟踪频率",[25,282,283,286,289],{},[28,284,285],{},"每周至少看一次 releases",[28,287,288],{},"每次重要版本后补一篇中文摘要",[28,290,291],{},"每次能力结构变化时补对应文档页",[18,293,294],{"id":294},"中文渠道最适合补什么",[14,296,297],{},"对中文站来说，中文教程站、知乎、媒体报道这类外部来源最适合补下面几类信息：",[25,299,300,303,306,309],{},[28,301,302],{},"国内部署环境和网络条件",[28,304,305],{},"企业微信、微信、飞书等中文工作流入口",[28,307,308],{},"中文用户最常见的理解偏差",[28,310,311],{},"版本更新在中文社区里的实际关注点",[14,313,314],{},"但这些内容更适合写成：",[25,316,317,320,323],{},[28,318,319],{},"使用提醒",[28,321,322],{},"背景说明",[28,324,325],{},"新闻观察",[14,327,328],{},"而不是直接替代官方 release 和 docs 里的技术描述。",[18,330,331],{"id":331},"当前最实用的做法",[14,333,334],{},"如果你还不想搭复杂自动化，先做下面三件事就够：",[110,336,337,340,343],{},[28,338,339],{},"订阅 RSS 或 GitHub Release 动态",[28,341,342],{},"每周看一次官方 docs 目录变化",[28,344,345],{},"把重要更新同步进中文新闻页",[14,347,348],{},"如果你已经在维护中文文档，建议再补一条：",[110,350,351],{"start":126},[28,352,353],{},"把“最新稳定版日期”和“当前最新 tag 细节”写进维护记录",[14,355,356],{},"这样就能让站点内容保持基本的新鲜度。",[18,358,359],{"id":359},"更新跟踪不等于立即升级",[14,361,362],{},"很多团队会犯一个错误：只要看到新版本就立刻替换现有环境。更稳妥的方式是：",[110,364,365,368,371,374],{},[28,366,367],{},"先看 release 说明",[28,369,370],{},"判断是否涉及配置、认证、渠道或包名变化",[28,372,373],{},"在测试环境验证",[28,375,376],{},"再决定是否正式升级",[14,378,379,380,382],{},"像 ",[51,381,68],{}," 这种带恢复型 tag 的版本，更应该多做一步核对：",[25,384,385,388],{},[28,386,387],{},"你引用的是 npm 版本、Git tag，还是 GitHub release 页面名",[28,389,390],{},"你的自动化脚本依赖的是哪一种",[18,392,393],{"id":393},"下一步推荐",[25,395,396,403,409,415],{},[28,397,398],{},[399,400,402],"a",{"href":401},"/docs/setup/migration-guide","版本迁移与升级检查单",[28,404,405],{},[399,406,408],{"href":407},"/docs/reference/troubleshooting","故障排除与诊断思路",[28,410,411],{},[399,412,414],{"href":413},"/docs/reference/community","社区支持",[28,416,417],{},[399,418,420],{"href":419},"/docs/reference/external-sources-and-trust-levels","如何结合官方文档、GitHub 和中文渠道跟踪 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顺序。","/docs/operations/update-channels-and-safe-rollout",[1327,479,1328,1329,1330,1331],"update","stable","beta","dev","rollout",{"title":1333,"description":1334,"path":1335,"category":1336,"updatedAt":699,"sourceType":453,"tags":1337},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback","参考",[1338,1339,1340,1341,1342],"anthropic","429","context1m","failover","reference",{"title":1344,"description":1345,"path":1346,"category":1336,"updatedAt":540,"sourceType":453,"tags":1347},"API 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",[1342,656,1038,1348],"diagnostics",{"title":1350,"description":1351,"path":1352,"category":1336,"updatedAt":460,"sourceType":453,"tags":1353},"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",[798,918,796,477,1354,1342],"node",{"title":1356,"description":1357,"path":1358,"category":1336,"updatedAt":699,"sourceType":453,"tags":1359},"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",[666,940,1341,630,1342],{"title":1361,"description":1362,"path":1363,"category":1336,"updatedAt":699,"sourceType":453,"tags":1364},"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",[832,1365,719,833,1342],"bootstrapToken",{"title":1367,"description":1368,"path":1369,"category":1342,"updatedAt":625,"sourceType":453,"tags":1370},"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",[1371,629,675,638,1239,628],"templates",{"title":1373,"description":1374,"path":1375,"category":1336,"updatedAt":689,"sourceType":453,"tags":1376},"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",[832,1377,479,1378,1168],"allowFrom","account",{"title":1380,"description":1381,"path":1382,"category":1336,"updatedAt":794,"sourceType":453,"tags":1383},"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",[656,1342,1384,1385],"commands","terminal",{"title":1387,"description":1388,"path":1389,"category":1336,"updatedAt":699,"sourceType":453,"tags":1390},"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",[1391,1392,666,664,1342],"cloudflare-ai-gateway","headers",{"title":414,"description":1394,"path":413,"category":1395,"updatedAt":460,"sourceType":744,"tags":1396},"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。","社区",[744,1397,1398,1399],"github","issues","feedback",{"title":1401,"description":1402,"path":1403,"category":1336,"updatedAt":794,"sourceType":453,"tags":1404},"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",[491,1342,1405,1406],"settings","options",{"title":1408,"description":1409,"path":1410,"category":1336,"updatedAt":548,"sourceType":453,"tags":1411},"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",[753,832,833,774,1168],{"title":1413,"description":1414,"path":1415,"category":1336,"updatedAt":699,"sourceType":453,"tags":1416},"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",[654,912,1417,998,1342],"scheduler",{"title":1419,"description":1420,"path":1421,"category":1336,"updatedAt":1107,"sourceType":453,"tags":1422},"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",[535,773,1423,1424,666],"secretref","sessionStorage",{"title":1426,"description":1427,"path":1428,"category":1429,"updatedAt":794,"sourceType":453,"tags":1430},"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",[1431,1432,1433,1187,901],"debugging","debug","runtime-overrides",{"title":1435,"description":1436,"path":1437,"category":1336,"updatedAt":671,"sourceType":453,"tags":1438},"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",[1348,1439,1440,1432,1342],"logging","flags",{"title":1442,"description":1443,"path":1444,"category":1336,"updatedAt":671,"sourceType":453,"tags":1445},"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",[693,1446,1447,674,1342],"dmScope","identityLinks",{"title":1449,"description":1450,"path":1451,"category":1336,"updatedAt":671,"sourceType":453,"tags":1452},"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",[1187,1188,1348,1453,1342],"migrations",{"title":1455,"description":1456,"path":1457,"category":1336,"updatedAt":671,"sourceType":453,"tags":1458},"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",[1041,491,701,1459,1342],"shell",{"title":420,"description":1461,"path":419,"category":1336,"updatedAt":460,"sourceType":474,"tags":1462},"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。",[1463,456,744,1464,458],"sources","trust",{"title":1466,"description":1467,"path":1468,"category":1336,"updatedAt":548,"sourceType":453,"tags":1469},"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",[477,1470,656,1115,646],"rpc",{"title":1472,"description":1473,"path":1474,"category":1336,"updatedAt":671,"sourceType":453,"tags":1475},"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",[832,833,477,645,1342],{"title":1477,"description":1478,"path":1479,"category":1336,"updatedAt":1107,"sourceType":453,"tags":1480},"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",[693,477,605,535,1342],{"title":1482,"description":1483,"path":1484,"category":1336,"updatedAt":699,"sourceType":453,"tags":1485},"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",[477,1115,1486,1487,1342],"protocol","scopes",{"title":1489,"description":1490,"path":1491,"category":1336,"updatedAt":689,"sourceType":453,"tags":1492},"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",[692,1493,674,918,851],"mention",{"title":1495,"description":1496,"path":1497,"category":1336,"updatedAt":699,"sourceType":453,"tags":1498},"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",[1161,1499,1500,1501,1342],"visibility","activeHours","alerts",{"title":1503,"description":1504,"path":1505,"category":1336,"updatedAt":689,"sourceType":453,"tags":1506},"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",[1109,1115,1507,477,1342],"sdk",{"title":1509,"description":1510,"path":1511,"category":1336,"updatedAt":689,"sourceType":453,"tags":1512},"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",[491,1513,1139,1514,1342],"include","arrays",{"title":1516,"description":1517,"path":1518,"category":1336,"updatedAt":671,"sourceType":453,"tags":1519},"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",[947,1520,798,526,1342],"invoke",{"title":1522,"description":1523,"path":1524,"category":1336,"updatedAt":699,"sourceType":453,"tags":1525},"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",[481,1526,1527,1528,1529,1342],"hybrid-search","ranking","mmr","retrieval",{"title":1531,"description":1532,"path":1533,"category":1336,"updatedAt":460,"sourceType":453,"tags":1534},"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",[598,1535,666,664,1342],"probe",{"title":1537,"description":1538,"path":1539,"category":1336,"updatedAt":1036,"sourceType":453,"tags":1540},"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",[832,833,1377,1541,1168],"credentials",{"title":1543,"description":1544,"path":1545,"category":1336,"updatedAt":460,"sourceType":453,"tags":1546},"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",[583,727,1547,1548,458,1342],"npm","pin",{"title":1550,"description":1551,"path":1552,"category":1429,"updatedAt":548,"sourceType":453,"tags":1553},"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",[1431,1554,901,664,864],"raw-stream",{"title":1556,"description":1557,"path":1558,"category":1336,"updatedAt":699,"sourceType":453,"tags":1559},"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",[550,1560,666,477,1342],"tlsFingerprint",{"title":1562,"description":1563,"path":1564,"category":1336,"updatedAt":699,"sourceType":453,"tags":1565},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[692,1566,1567,1568,1342],"mentions","pending-history","reply",{"title":1570,"description":1571,"path":1572,"category":1336,"updatedAt":671,"sourceType":453,"tags":1573},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1574,1575,627,664,1342],"secrets","secretrefs",{"title":1577,"description":1578,"path":1579,"category":1336,"updatedAt":689,"sourceType":453,"tags":1580},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 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的文档更新，正在把自动化问题从“感觉没触发”收敛成更可观测的几层：调度、入队、运行结果、可见性与时间窗口。","/news/openclaw-automation-ops-ladder-watch-2026-03-29","https://docs.openclaw.ai/automation/troubleshooting",[527,1161,654,1607,499],{"title":1921,"description":1922,"path":1923,"category":1897,"date":651,"updatedAt":651,"sourceType":453,"source":1924,"tags":1925},"OpenClaw 正在把 /tasks 做成后台工作总账本，而不是聊天里的附属提示","官方近期补全的 Background Tasks 与 tasks CLI 文档，说明 OpenClaw 的后台任务体系已经从隐式执行，转向更正式的 ledger、审计和清理模型。","/news/openclaw-background-tasks-watch-2026-04-30","https://docs.openclaw.ai/automation/tasks",[653,527,654,655,1280,499],{"title":1927,"description":1928,"path":1929,"category":1897,"date":651,"updatedAt":651,"sourceType":453,"source":1930,"tags":1931},"OpenClaw 的 Amazon Bedrock 接入开始把 Guardrails 正式推到 provider 层","官方近期完善的 Amazon Bedrock 文档，把 AWS credential chain、自动发现和 Guardrails 全部写到了同一页里，说明 Bedrock 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",[662,663,665,664,965],{"title":1933,"description":1934,"path":1935,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":1936,"tags":1937},"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",[691,675,692,674,720],{"title":1939,"description":1940,"path":1941,"category":1897,"date":699,"updatedAt":699,"sourceType":453,"source":1942,"tags":1943},"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",[535,1315,832,550,500],{"title":1945,"description":1946,"path":1947,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":1905,"tags":1948},"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",[719,721,798,479,1269],{"title":1950,"description":1951,"path":1952,"category":1749,"date":473,"updatedAt":473,"sourceType":744,"source":1953,"tags":1954},"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",[1631,745,1752,1705],{"title":1956,"description":1957,"path":1958,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":1959,"tags":1960},"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",[727,492,736,737,1961,728],"telemetry",{"title":1963,"description":1964,"path":1965,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":1966,"tags":1967},"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",[656,477,1470,646,499],{"title":1969,"description":1970,"path":1971,"category":1897,"date":671,"updatedAt":671,"sourceType":453,"source":1972,"tags":1973},"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",[491,1041,673,1974,499],"overrides",{"title":1976,"description":1977,"path":1978,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":452,"tags":1979},"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",[1063,1064,630,481,1980],"continuity",{"title":1982,"description":1983,"path":1984,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":1985,"tags":1986},"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",[753,535,1147,832,550],{"title":1988,"description":1989,"path":1990,"category":1897,"date":1107,"updatedAt":1107,"sourceType":453,"source":1911,"tags":1991},"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",[535,629,1423,666,753],{"title":1993,"description":1994,"path":1995,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":1911,"tags":1996},"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",[535,605,773,1423,674,1997],"web",{"title":1999,"description":2000,"path":2001,"category":1691,"date":473,"updatedAt":473,"sourceType":744,"source":2002,"tags":2003},"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",[488,492,745,1631],{"title":2005,"description":2006,"path":2007,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2008,"tags":2009},"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",[833,832,773,1181,2010],"rotate",{"title":2012,"description":2013,"path":2014,"category":1897,"date":671,"updatedAt":671,"sourceType":453,"source":2015,"tags":2016},"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",[2029,2030,2031,2032],"education","adoption","ai-tutor","higher-education",{"title":2034,"description":2035,"path":2036,"category":2026,"date":473,"updatedAt":473,"sourceType":744,"source":2037,"tags":2038},"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",[498,1633,526,1631],{"title":2040,"description":2041,"path":2042,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":2043,"tags":2044},"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",[492,727,583,585,746],{"title":2046,"description":2047,"path":2048,"category":1897,"date":651,"updatedAt":651,"sourceType":453,"source":2049,"tags":2050},"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",[810,811,812,813,479,814],{"title":2052,"description":2053,"path":2054,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2055,"tags":2056},"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",[477,832,2057,773,645],"pending",{"title":2059,"description":2060,"path":2061,"category":1897,"date":1107,"updatedAt":1107,"sourceType":453,"source":2062,"tags":2063},"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",[477,693,605,535,2064],"state",{"title":2066,"description":2067,"path":2068,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2069,"tags":2070},"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",[2089,481,781,2126,2127],"vector-search","knowledge",{"title":2129,"description":2130,"path":2131,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2132,"tags":2133},"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",[1493,692,719,721,788],{"title":2135,"description":2136,"path":2137,"category":1897,"date":671,"updatedAt":671,"sourceType":453,"source":2138,"tags":2139},"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",[851,605,674,855,479],{"title":2141,"description":2142,"path":2143,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":1966,"tags":2144},"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",[598,1535,664,666,1224],{"title":2146,"description":2147,"path":2148,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2149,"tags":2150},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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",[645,831,477,832,833],{"title":2152,"description":2153,"path":2154,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":2155,"tags":2156},"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",[534,1676,959,1677,459],{"title":2158,"description":2159,"path":2160,"category":1897,"date":1107,"updatedAt":1107,"sourceType":453,"source":1985,"tags":2161},"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",[1269,774,753,832,550],{"title":2163,"description":2164,"path":2165,"category":1897,"date":699,"updatedAt":699,"sourceType":453,"source":2166,"tags":2167},"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",[535,605,1115,1269,646],{"title":2169,"description":2170,"path":2171,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2008,"tags":2172},"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",[832,1377,479,1378,499],{"title":2174,"description":2175,"path":2176,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":2177,"tags":2178},"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",[583,745,585,744,746],{"title":2180,"description":2181,"path":2182,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":2183,"tags":2184},"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",[583,727,1547,1548,458],{"title":2186,"description":2187,"path":2188,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":2189,"tags":2190},"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",[946,947,526,798,584],{"title":2192,"description":2193,"path":2194,"category":1897,"date":699,"updatedAt":699,"sourceType":453,"source":2195,"tags":2196},"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",[664,598,645,666,965],{"title":2198,"description":2199,"path":2200,"category":1897,"date":699,"updatedAt":699,"sourceType":453,"source":2201,"tags":2202},"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",[664,1341,598,477,499],{"title":2204,"description":2205,"path":2206,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":452,"tags":2207},"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",[456,457,459,458],{"title":2209,"description":2210,"path":2211,"category":1897,"date":671,"updatedAt":671,"sourceType":453,"source":1911,"tags":2212},"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",[535,832,645,550,1168],{"title":2214,"description":2215,"path":2216,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2217,"tags":2218},"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",[674,673,2219,479,675],"threads",{"title":2221,"description":2222,"path":2223,"category":1897,"date":651,"updatedAt":651,"sourceType":453,"source":2224,"tags":2225},"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",[1006,893,1007,576,480],{"title":2227,"description":2228,"path":2229,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2230,"tags":2231},"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",[1575,2232,2233,1574,499],"snapshot","rotation",{"title":2235,"description":2236,"path":2237,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2097,"tags":2238},"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",[693,500,1446,832,1295],{"title":2240,"description":2241,"path":2242,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":2243,"tags":2244},"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",[500,1280,1282,1281,499],{"title":2246,"description":2247,"path":2248,"category":2249,"date":473,"updatedAt":473,"sourceType":744,"source":2250,"tags":2251},"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",[500,2252,864,498],"compliance",{"title":2254,"description":2255,"path":2256,"category":1897,"date":671,"updatedAt":671,"sourceType":453,"source":2230,"tags":2257},"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",[500,1574,798,2258,499],"proxy",{"title":2260,"description":2261,"path":2262,"category":1897,"date":1585,"updatedAt":1585,"sourceType":453,"source":2263,"tags":2264},"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",[693,1588,1064,1587,477],{"title":2266,"description":2267,"path":2268,"category":1897,"date":1585,"updatedAt":1585,"sourceType":453,"source":2269,"tags":2270},"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",[630,656,1594,1280,499],{"title":2272,"description":2273,"path":2274,"category":1897,"date":689,"updatedAt":689,"sourceType":453,"source":2275,"tags":2276},"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",[500,1295,1296,2277,477],"sandbox",{"title":2279,"description":2280,"path":2281,"category":1691,"date":548,"updatedAt":548,"sourceType":453,"source":2087,"tags":2282},"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",[2089,744,719,492,527],{"title":2284,"description":2285,"path":2286,"category":1897,"date":699,"updatedAt":699,"sourceType":453,"source":2275,"tags":2287},"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",[1295,1447,691,674,500],{"title":2289,"description":2290,"path":2291,"category":1897,"date":1585,"updatedAt":1585,"sourceType":453,"source":2292,"tags":2293},"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",[1587,664,1613,1614,2294],"compatibility",{"title":2296,"description":2297,"path":2298,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":1942,"tags":2299},"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",[1315,500,550,477,666],{"title":2301,"description":2302,"path":2303,"category":1897,"date":1107,"updatedAt":1107,"sourceType":453,"source":2062,"tags":2304},"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",[477,605,1109,1431,693],{"title":2306,"description":2307,"path":2308,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":2309,"tags":2310},"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",[1659,459,940,477,2064],{"title":2312,"description":2313,"path":2314,"category":1897,"date":460,"updatedAt":460,"sourceType":453,"source":2315,"tags":2316},"OpenClaw 更新观察：stable、beta、dev 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