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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[779,312,483,1193,1078],"shell",{"title":1195,"description":1196,"path":1197,"category":1072,"updatedAt":402,"sourceType":296,"tags":1198},"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",[1199,991,527,1200,993],"sources","trust",{"title":1202,"description":1203,"path":1204,"category":1072,"updatedAt":362,"sourceType":276,"tags":1205},"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",[282,1206,738,844,448],"rpc",{"title":1208,"description":1209,"path":1210,"category":1072,"updatedAt":453,"sourceType":276,"tags":1211},"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",[605,606,282,447,1078],{"title":1213,"description":1214,"path":1215,"category":1072,"updatedAt":836,"sourceType":276,"tags":1216},"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",[475,282,417,355,1078],{"title":1218,"description":1219,"path":1220,"category":1072,"updatedAt":481,"sourceType":276,"tags":1221},"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",[282,844,1222,1223,1078],"protocol","scopes",{"title":1225,"description":1226,"path":1227,"category":1072,"updatedAt":471,"sourceType":276,"tags":1228},"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",[474,1229,456,691,624],"mention",{"title":1231,"description":1232,"path":1233,"category":1072,"updatedAt":481,"sourceType":276,"tags":1234},"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",[891,1235,1236,1237,1078],"visibility","activeHours","alerts",{"title":1239,"description":1240,"path":1241,"category":1072,"updatedAt":471,"sourceType":276,"tags":1242},"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",[838,844,1243,282,1078],"sdk",{"title":1245,"description":1246,"path":1247,"category":1072,"updatedAt":471,"sourceType":276,"tags":1248},"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",[312,1249,868,1250,1078],"include","arrays",{"title":1252,"description":1253,"path":1254,"category":1072,"updatedAt":453,"sourceType":276,"tags":1255},"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",[711,1256,580,347,1078],"invoke",{"title":1258,"description":1259,"path":1260,"category":1072,"updatedAt":481,"sourceType":276,"tags":1261},"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",[302,1262,1263,1264,1265,1078],"hybrid-search","ranking","mmr","retrieval",{"title":1267,"description":1268,"path":1269,"category":1072,"updatedAt":402,"sourceType":276,"tags":1270},"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",[410,1271,554,565,1078],"probe",{"title":1273,"description":1274,"path":1275,"category":1072,"updatedAt":774,"sourceType":276,"tags":1276},"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",[605,606,1108,1277,898],"credentials",{"title":1279,"description":1280,"path":1281,"category":1072,"updatedAt":402,"sourceType":276,"tags":1282},"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",[395,510,1283,1284,993,1078],"npm","pin",{"title":1286,"description":1287,"path":1288,"category":1163,"updatedAt":362,"sourceType":276,"tags":1289},"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",[1165,1290,674,565,637],"raw-stream",{"title":1292,"description":1293,"path":1294,"category":1072,"updatedAt":481,"sourceType":276,"tags":1295},"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",[364,1296,554,282,1078],"tlsFingerprint",{"title":1298,"description":1299,"path":1300,"category":1072,"updatedAt":481,"sourceType":276,"tags":1301},"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",[474,1302,1303,1304,1078],"mentions","pending-history","reply",{"title":1306,"description":1307,"path":1308,"category":1072,"updatedAt":453,"sourceType":276,"tags":1309},"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",[1310,1311,1312,565,1078],"secrets","secretrefs","runtime",{"title":1314,"description":1315,"path":1316,"category":1072,"updatedAt":471,"sourceType":276,"tags":1317},"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 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",[475,321,1180,605,691],{"title":1319,"description":1320,"path":1321,"category":1072,"updatedAt":1322,"sourceType":276,"tags":1323},"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",[475,1324,1325,793,1078],"transcript","jsonl",{"title":1327,"description":1328,"path":1329,"category":1072,"updatedAt":1322,"sourceType":276,"tags":1330},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[593,738,1331,1016,320],"store",{"title":1333,"description":1334,"path":1335,"category":1072,"updatedAt":481,"sourceType":276,"tags":1336},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[321,1031,1016,1337,1078],"ingress",{"title":1339,"description":1340,"path":1341,"category":1072,"updatedAt":362,"sourceType":276,"tags":1342},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[738,926,1343,674,1344],"health","troubleshooting",{"title":1346,"description":1347,"path":1348,"category":1072,"updatedAt":1322,"sourceType":276,"tags":1349},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1324,1350,565,1351,1078],"hygiene","tool-calls",{"title":1353,"description":1354,"path":1355,"category":1163,"updatedAt":283,"sourceType":276,"tags":1356},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[1344,917,926,674],{"title":1358,"description":1359,"path":1360,"category":1072,"updatedAt":453,"sourceType":276,"tags":1361},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[417,1362,1363,1324,1078],"history","inject",{"title":1365,"description":1366,"path":1367,"category":1368,"updatedAt":402,"sourceType":276,"tags":1369},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[1370,1371,1372,1373,945,946],"china","cloud","deployment","feishu",{"title":1375,"description":1376,"path":1377,"category":1368,"updatedAt":283,"sourceType":276,"tags":1378},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1372,365,1379,1371,1380],"docker","wsl2",{"title":1382,"description":1383,"path":231,"category":1368,"updatedAt":784,"sourceType":276,"tags":1384},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。",[354,1283,1385,1380],"install-script",{"title":1387,"description":1388,"path":1389,"category":1368,"updatedAt":362,"sourceType":276,"tags":1390},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[917,918,776,994,1084],{"title":1757,"description":1758,"path":1759,"category":1760,"date":295,"updatedAt":295,"sourceType":527,"source":1761,"tags":1762},"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",[1763,1764,1765,1766],"education","adoption","ai-tutor","higher-education",{"title":1768,"description":1769,"path":1770,"category":1760,"date":295,"updatedAt":295,"sourceType":527,"source":1771,"tags":1772},"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",[319,1372,347,1370],{"title":1774,"description":1775,"path":1776,"category":1434,"date":362,"updatedAt":362,"sourceType":276,"source":1777,"tags":1778},"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",[313,510,395,122,529],{"title":1780,"description":1781,"path":1782,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1783,"tags":1784},"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",[282,605,1785,555,447],"pending",{"title":1787,"description":1788,"path":1789,"category":1642,"date":836,"updatedAt":836,"sourceType":276,"source":1790,"tags":1791},"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",[282,475,417,355,1792],"state",{"title":1794,"description":1795,"path":1796,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1797,"tags":1798},"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",[312,1249,868,1250,320],{"title":1812,"description":1813,"path":1814,"category":1434,"date":362,"updatedAt":362,"sourceType":276,"source":1815,"tags":1816},"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",[1817,1372,1818,1819,1820],"showcase","home-assistant","nix","infrastructure",{"title":1822,"description":1823,"path":1824,"category":1642,"date":453,"updatedAt":453,"sourceType":276,"source":1825,"tags":1826},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[593,302,793,1713,717],{"title":1828,"description":1829,"path":1830,"category":1642,"date":453,"updatedAt":453,"sourceType":276,"source":1831,"tags":1832},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[994,883,593,884,320],{"title":1834,"description":1835,"path":1836,"category":1461,"date":1435,"updatedAt":283,"sourceType":1130,"source":1463,"tags":1837},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[991,1063,992,313,321],{"title":1839,"description":1840,"path":1841,"category":1642,"date":402,"updatedAt":402,"sourceType":276,"source":1842,"tags":1843},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 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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",[1817,302,563,1854,1855],"vector-search","knowledge",{"title":1857,"description":1858,"path":1859,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1860,"tags":1861},"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",[1229,474,502,504,571],{"title":1863,"description":1864,"path":1865,"category":1642,"date":453,"updatedAt":453,"sourceType":276,"source":1866,"tags":1867},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1006,556,536,605,364],{"title":1892,"description":1893,"path":1894,"category":1642,"date":481,"updatedAt":481,"sourceType":276,"source":1895,"tags":1896},"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",[355,417,844,1006,448],{"title":1898,"description":1899,"path":1900,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1742,"tags":1901},"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 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[565,410,447,554,717],{"title":1927,"description":1928,"path":1929,"category":1642,"date":481,"updatedAt":481,"sourceType":276,"source":1930,"tags":1931},"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",[565,1077,410,282,320],{"title":1933,"description":1934,"path":1935,"category":1434,"date":362,"updatedAt":362,"sourceType":276,"source":1636,"tags":1936},"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",[991,992,994,993],{"title":1938,"description":1939,"path":1940,"category":1642,"date":453,"updatedAt":453,"sourceType":276,"source":1656,"tags":1941},"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",[355,605,447,364,898],{"title":1943,"description":1944,"path":1945,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1946,"tags":1947},"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",[456,455,1948,300,457],"threads",{"title":1950,"description":1951,"path":1952,"category":1642,"date":471,"updatedAt":471,"sourceType":276,"source":1953,"tags":1954},"OpenClaw Secret 观察：active snapshot 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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",[1817,527,502,313,348],{"title":2007,"description":2008,"path":2009,"category":1642,"date":481,"updatedAt":481,"sourceType":276,"source":1998,"tags":2010},"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",[1031,1181,473,456,321],{"title":2012,"description":2013,"path":2014,"category":1642,"date":1322,"updatedAt":1322,"sourceType":276,"source":2015,"tags":2016},"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",[1324,565,1350,1351,2017],"compatibility",{"title":2019,"description":2020,"path":2021,"category":1642,"date":402,"updatedAt":402,"sourceType":276,"source":1675,"tags":2022},"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",[1051,321,364,282,554],{"title":2024,"description":2025,"path":2026,"category":1642,"date":836,"updatedAt":836,"sourceType":276,"source":1790,"tags":2027},"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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