[{"data":1,"prerenderedAt":3131},["ShallowReactive",2],{"best-practices:knowledge-management":3,"content-manifest":620},{"id":4,"title":5,"body":6,"category":603,"date":604,"description":605,"difficulty":606,"extension":607,"meta":608,"navigation":97,"path":609,"seo":610,"source":604,"sourceName":604,"sourceType":611,"stem":612,"tags":613,"updatedAt":618,"__hash__":619},"bestPractices/best-practices/knowledge-management.md","知识库管理",{"type":7,"value":8,"toc":582},"minimark",[9,12,16,20,24,27,40,43,46,155,158,270,273,276,313,316,349,352,355,433,436,490,493,496,554,557,578],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"本文介绍 OpenClaw 知识库的管理和使用。",[17,18,19],"h2",{"id":19},"知识库概念",[21,22,23],"h3",{"id":23},"什么是知识库",[13,25,26],{},"知识库是 OpenClaw 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--path",[57,90,91],{"class":74}," ./docs/\n",[57,93,95],{"class":59,"line":94},3,[57,96,98],{"emptyLinePlaceholder":97},true,"\n",[57,100,102],{"class":59,"line":101},4,[57,103,104],{"class":63},"# 导入 PDF 文件\n",[57,106,108,110,112,114,116,119,121],{"class":59,"line":107},5,[57,109,71],{"class":70},[57,111,75],{"class":74},[57,113,78],{"class":74},[57,115,82],{"class":81},[57,117,118],{"class":74}," pdf",[57,120,88],{"class":81},[57,122,123],{"class":74}," ./documents/\n",[57,125,127],{"class":59,"line":126},6,[57,128,98],{"emptyLinePlaceholder":97},[57,130,132],{"class":59,"line":131},7,[57,133,134],{"class":63},"# 导入网页\n",[57,136,138,140,142,144,146,149,152],{"class":59,"line":137},8,[57,139,71],{"class":70},[57,141,75],{"class":74},[57,143,78],{"class":74},[57,145,82],{"class":81},[57,147,148],{"class":74}," web",[57,150,151],{"class":81}," --url",[57,153,154],{"class":74}," 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等多人频道后，如何把频道、线程、私聊和长期记忆分开，避免上下文污染。","/docs/operations/team-channel-session-strategy",[820,849,918,646,1395,656],"group-chat",{"title":1397,"description":1398,"path":1399,"category":1205,"updatedAt":1121,"sourceType":664,"tags":1400},"Trusted Proxy Auth 怎么用","理解 OpenClaw 的 trusted-proxy 认证模式、适用场景、风险检查项，以及它和普通 TLS 反向代理的本质区别。","/docs/operations/trusted-proxy-auth",[1401,1402,901,635,657],"trusted-proxy","reverse-proxy",{"title":1404,"description":1405,"path":1406,"category":1205,"updatedAt":705,"sourceType":664,"tags":1407},"Trusted Proxy 和 Tailscale Serve 怎么选","基于最新官方安全与 trusted proxy 文档，解释 OpenClaw 在 trusted-proxy、token/password 和 Tailscale Serve 之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1401,1223,1402,901,635,657],{"title":1409,"description":1410,"path":1411,"category":1205,"updatedAt":748,"sourceType":664,"tags":1412},"stable、beta、dev 更新通道该怎么选","基于最新官方 update CLI 与 Updating 文档，解释 OpenClaw 的 stable、beta、dev 三条更新轨道、auto-updater 行为和更适合的长期 rollout 顺序。","/docs/operations/update-channels-and-safe-rollout",[1413,637,1414,1415,1416,1417],"update","stable","beta","dev","rollout",{"title":1419,"description":1420,"path":1421,"category":1422,"updatedAt":826,"sourceType":664,"tags":1423},"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",[1424,1425,1426,1427,1428],"anthropic","429","context1m","failover","reference",{"title":1430,"description":1431,"path":576,"category":1422,"updatedAt":618,"sourceType":664,"tags":1432},"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。",[1428,1085,1123,1433],"diagnostics",{"title":1435,"description":1436,"path":1437,"category":1422,"updatedAt":748,"sourceType":664,"tags":1438},"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",[927,1038,925,635,1439,1428],"node",{"title":1441,"description":1442,"path":1443,"category":1422,"updatedAt":826,"sourceType":664,"tags":1444},"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",[901,1445,1427,940,1428],"profiles",{"title":1447,"description":1448,"path":1449,"category":1422,"updatedAt":826,"sourceType":664,"tags":1450},"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",[952,1451,847,953,1428],"bootstrapToken",{"title":1453,"description":1454,"path":1455,"category":1422,"updatedAt":816,"sourceType":664,"tags":1456},"频道 pairing CLI 和 account scope 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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",[872,1479,1480,1481],"github","issues","feedback",{"title":1483,"description":1484,"path":1485,"category":1422,"updatedAt":663,"sourceType":664,"tags":1486},"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",[648,1428,1487,1488],"settings","options",{"title":1490,"description":1491,"path":1492,"category":1422,"updatedAt":705,"sourceType":664,"tags":1493},"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",[881,952,953,903,1245],{"title":1495,"description":1496,"path":1497,"category":1422,"updatedAt":826,"sourceType":664,"tags":1498},"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",[1230,1032,1499,1500,1428],"scheduler","queue",{"title":1502,"description":1503,"path":1504,"category":1422,"updatedAt":1183,"sourceType":664,"tags":1505},"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",[693,902,1506,1507,901],"secretref","sessionStorage",{"title":1509,"description":1510,"path":1511,"category":1512,"updatedAt":663,"sourceType":664,"tags":1513},"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",[1514,1515,1516,1264,1021],"debugging","debug","runtime-overrides",{"title":1518,"description":1519,"path":1520,"category":1422,"updatedAt":798,"sourceType":664,"tags":1521},"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",[1433,1522,1523,1515,1428],"logging","flags",{"title":1525,"description":1526,"path":1527,"category":1422,"updatedAt":798,"sourceType":664,"tags":1528},"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",[820,1529,1530,801,1428],"dmScope","identityLinks",{"title":1532,"description":1533,"path":1534,"category":1422,"updatedAt":798,"sourceType":664,"tags":1535},"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",[1264,1265,1433,1536,1428],"migrations",{"title":1538,"description":1539,"path":1540,"category":1422,"updatedAt":798,"sourceType":664,"tags":1541},"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",[1126,648,828,1542,1428],"shell",{"title":1544,"description":1545,"path":1546,"category":1422,"updatedAt":748,"sourceType":632,"tags":1547},"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",[1548,1340,872,1549,1342],"sources","trust",{"title":1551,"description":1552,"path":1553,"category":1422,"updatedAt":705,"sourceType":664,"tags":1554},"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",[635,1555,1085,1191,793],"rpc",{"title":1557,"description":1558,"path":1559,"category":1422,"updatedAt":798,"sourceType":664,"tags":1560},"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",[952,953,635,792,1428],{"title":1562,"description":1563,"path":1564,"category":1422,"updatedAt":1183,"sourceType":664,"tags":1565},"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",[820,635,763,693,1428],{"title":1567,"description":1568,"path":1569,"category":1422,"updatedAt":826,"sourceType":664,"tags":1570},"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",[635,1191,1571,1572,1428],"protocol","scopes",{"title":1574,"description":1575,"path":1576,"category":1422,"updatedAt":816,"sourceType":664,"tags":1577},"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",[819,1578,801,1038,971],"mention",{"title":1580,"description":1581,"path":1582,"category":1422,"updatedAt":826,"sourceType":664,"tags":1583},"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",[1238,1584,1585,1586,1428],"visibility","activeHours","alerts",{"title":1588,"description":1589,"path":1590,"category":1422,"updatedAt":816,"sourceType":664,"tags":1591},"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",[1185,1191,1592,635,1428],"sdk",{"title":1594,"description":1595,"path":1596,"category":1422,"updatedAt":816,"sourceType":664,"tags":1597},"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",[648,1598,1215,1599,1428],"include","arrays",{"title":1601,"description":1602,"path":1603,"category":1422,"updatedAt":798,"sourceType":664,"tags":1604},"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",[1058,1605,927,684,1428],"invoke",{"title":1607,"description":1608,"path":1609,"category":1422,"updatedAt":826,"sourceType":664,"tags":1610},"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",[616,1611,1612,1613,615,1428],"hybrid-search","ranking","mmr",{"title":1615,"description":1616,"path":1617,"category":1422,"updatedAt":748,"sourceType":664,"tags":1618},"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",[756,1619,901,912,1428],"probe",{"title":1621,"description":1622,"path":1623,"category":1422,"updatedAt":1121,"sourceType":664,"tags":1624},"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",[952,953,1457,1625,1245],"credentials",{"title":1627,"description":1628,"path":1629,"category":1422,"updatedAt":748,"sourceType":664,"tags":1630},"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",[740,855,1631,1632,1342,1428],"npm","pin",{"title":1634,"description":1635,"path":1636,"category":1512,"updatedAt":705,"sourceType":664,"tags":1637},"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 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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",[2165,616,910,2202,614],"vector-search",{"title":2204,"description":2205,"path":2206,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2207,"tags":2208},"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",[1578,819,847,849,918],{"title":2210,"description":2211,"path":2212,"category":1990,"date":798,"updatedAt":798,"sourceType":664,"source":2213,"tags":2214},"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",[971,763,801,975,637],{"title":2216,"description":2217,"path":2218,"category":1990,"date":748,"updatedAt":748,"sourceType":664,"source":2047,"tags":2219},"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",[756,1619,912,901,1302],{"title":2221,"description":2222,"path":2223,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2224,"tags":2225},"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",[792,951,635,952,953],{"title":2227,"description":2228,"path":2229,"category":1783,"date":705,"updatedAt":705,"sourceType":664,"source":2230,"tags":2231},"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",[692,1767,2232,1768,1343],"install",{"title":2234,"description":2235,"path":2236,"category":1990,"date":1183,"updatedAt":1183,"sourceType":664,"source":2066,"tags":2237},"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",[1355,903,881,952,707],{"title":2239,"description":2240,"path":2241,"category":1990,"date":826,"updatedAt":826,"sourceType":664,"source":2242,"tags":2243},"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",[693,763,1191,1355,793],{"title":2245,"description":2246,"path":2247,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2090,"tags":2248},"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",[952,1457,637,1458,656],{"title":2250,"description":2251,"path":2252,"category":1783,"date":705,"updatedAt":705,"sourceType":664,"source":2253,"tags":2254},"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",[740,873,742,872,874],{"title":2256,"description":2257,"path":2258,"category":1990,"date":748,"updatedAt":748,"sourceType":664,"source":2259,"tags":2260},"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",[740,855,1631,1632,1342],{"title":2262,"description":2263,"path":2264,"category":1990,"date":748,"updatedAt":748,"sourceType":664,"source":2265,"tags":2266},"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",[1057,1058,684,927,741],{"title":2268,"description":2269,"path":2270,"category":1990,"date":826,"updatedAt":826,"sourceType":664,"source":2271,"tags":2272},"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",[912,756,792,901,1064],{"title":2274,"description":2275,"path":2276,"category":1990,"date":826,"updatedAt":826,"sourceType":664,"source":2277,"tags":2278},"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",[912,1427,756,635,656],{"title":2280,"description":2281,"path":2282,"category":1783,"date":705,"updatedAt":705,"sourceType":664,"source":1984,"tags":2283},"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",[1340,1341,1343,1342],{"title":2285,"description":2286,"path":2287,"category":1990,"date":798,"updatedAt":798,"sourceType":664,"source":2004,"tags":2288},"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",[693,952,792,707,1245],{"title":2290,"description":2291,"path":2292,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2293,"tags":2294},"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",[801,800,2295,637,802],"threads",{"title":2297,"description":2298,"path":2299,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2300,"tags":2301},"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",[1659,2302,2303,1658,656],"snapshot","rotation",{"title":2305,"description":2306,"path":2307,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2173,"tags":2308},"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",[820,657,1529,952,1381],{"title":2310,"description":2311,"path":2312,"category":1990,"date":748,"updatedAt":748,"sourceType":664,"source":2313,"tags":2314},"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",[657,1366,1368,1367,656],{"title":2316,"description":2317,"path":2318,"category":2319,"date":631,"updatedAt":631,"sourceType":872,"source":2320,"tags":2321},"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",[657,2322,984,655],"compliance",{"title":2324,"description":2325,"path":2326,"category":1990,"date":798,"updatedAt":798,"sourceType":664,"source":2300,"tags":2327},"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",[657,1658,927,2328,656],"proxy",{"title":2330,"description":2331,"path":2332,"category":1990,"date":1670,"updatedAt":1670,"sourceType":664,"source":2333,"tags":2334},"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",[820,1673,1140,1672,635],{"title":2336,"description":2337,"path":2338,"category":1990,"date":1670,"updatedAt":1670,"sourceType":664,"source":2339,"tags":2340},"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",[940,1085,1679,1366,656],{"title":2342,"description":2343,"path":2344,"category":1990,"date":816,"updatedAt":816,"sourceType":664,"source":2345,"tags":2346},"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",[657,1381,1382,2347,635],"sandbox",{"title":2349,"description":2350,"path":2351,"category":1783,"date":705,"updatedAt":705,"sourceType":664,"source":2163,"tags":2352},"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",[2165,872,847,649,685],{"title":2354,"description":2355,"path":2356,"category":1990,"date":826,"updatedAt":826,"sourceType":664,"source":2345,"tags":2357},"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",[1381,1530,818,801,657],{"title":2359,"description":2360,"path":2361,"category":1990,"date":1670,"updatedAt":1670,"sourceType":664,"source":2362,"tags":2363},"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",[1672,912,1698,1699,2364],"compatibility",{"title":2366,"description":2367,"path":2368,"category":1990,"date":748,"updatedAt":748,"sourceType":664,"source":2023,"tags":2369},"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",[1401,657,707,635,901],{"title":2371,"description":2372,"path":2373,"category":1990,"date":1183,"updatedAt":1183,"sourceType":664,"source":2138,"tags":2374},"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 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