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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[803,328,508,1219,1105],"shell",{"title":1221,"description":1222,"path":1223,"category":1099,"updatedAt":427,"sourceType":311,"tags":1224},"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",[1225,1017,295,1226,1019],"sources","trust",{"title":1228,"description":1229,"path":1230,"category":1099,"updatedAt":384,"sourceType":343,"tags":1231},"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",[314,1232,762,868,473],"rpc",{"title":1234,"description":1235,"path":1236,"category":1099,"updatedAt":478,"sourceType":343,"tags":1237},"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",[630,631,314,472,1105],{"title":1239,"description":1240,"path":1241,"category":1099,"updatedAt":860,"sourceType":343,"tags":1242},"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",[500,314,442,372,1105],{"title":1244,"description":1245,"path":1246,"category":1099,"updatedAt":506,"sourceType":343,"tags":1247},"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",[314,868,1248,1249,1105],"protocol","scopes",{"title":1251,"description":1252,"path":1253,"category":1099,"updatedAt":496,"sourceType":343,"tags":1254},"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",[499,1255,481,716,649],"mention",{"title":1257,"description":1258,"path":1259,"category":1099,"updatedAt":506,"sourceType":343,"tags":1260},"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",[915,1261,1262,1263,1105],"visibility","activeHours","alerts",{"title":1265,"description":1266,"path":1267,"category":1099,"updatedAt":496,"sourceType":343,"tags":1268},"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",[862,868,1269,314,1105],"sdk",{"title":1271,"description":1272,"path":1273,"category":1099,"updatedAt":496,"sourceType":343,"tags":1274},"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",[328,1275,892,1276,1105],"include","arrays",{"title":1278,"description":1279,"path":1280,"category":1099,"updatedAt":478,"sourceType":343,"tags":1281},"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",[83,1282,605,363,1105],"invoke",{"title":1284,"description":1285,"path":1286,"category":1099,"updatedAt":506,"sourceType":343,"tags":1287},"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",[318,1288,1289,1290,1291,1105],"hybrid-search","ranking","mmr","retrieval",{"title":1293,"description":1294,"path":1295,"category":1099,"updatedAt":427,"sourceType":343,"tags":1296},"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",[435,1297,579,590,1105],"probe",{"title":1299,"description":1300,"path":1301,"category":1099,"updatedAt":798,"sourceType":343,"tags":1302},"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",[630,631,1135,1303,922],"credentials",{"title":1305,"description":1306,"path":1307,"category":1099,"updatedAt":427,"sourceType":343,"tags":1308},"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",[419,61,233,1309,1019,1105],"pin",{"title":1311,"description":1312,"path":1313,"category":1189,"updatedAt":384,"sourceType":343,"tags":1314},"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",[1191,1315,699,590,662],"raw-stream",{"title":1317,"description":1318,"path":1319,"category":1099,"updatedAt":506,"sourceType":343,"tags":1320},"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",[386,1321,579,314,1105],"tlsFingerprint",{"title":1323,"description":1324,"path":1325,"category":1099,"updatedAt":506,"sourceType":343,"tags":1326},"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",[499,1327,1328,1329,1105],"mentions","pending-history","reply",{"title":1331,"description":1332,"path":1333,"category":1099,"updatedAt":478,"sourceType":343,"tags":1334},"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",[1335,1336,1337,590,1105],"secrets","secretrefs","runtime",{"title":1339,"description":1340,"path":1341,"category":1099,"updatedAt":496,"sourceType":343,"tags":1342},"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",[500,336,1206,630,716],{"title":1344,"description":1345,"path":1346,"category":1099,"updatedAt":1347,"sourceType":343,"tags":1348},"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",[500,1349,1350,817,1105],"transcript","jsonl",{"title":1352,"description":1353,"path":1354,"category":1099,"updatedAt":1347,"sourceType":343,"tags":1355},"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",[618,762,1356,1043,335],"store",{"title":1358,"description":1359,"path":1360,"category":1099,"updatedAt":506,"sourceType":343,"tags":1361},"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",[336,1058,1043,1362,1105],"ingress",{"title":1364,"description":1365,"path":1366,"category":1099,"updatedAt":384,"sourceType":343,"tags":1367},"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",[762,950,1368,699,1369],"health","troubleshooting",{"title":1371,"description":1372,"path":1373,"category":1099,"updatedAt":1347,"sourceType":343,"tags":1374},"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",[1349,1375,590,1376,1105],"hygiene","tool-calls",{"title":1378,"description":1379,"path":1380,"category":1189,"updatedAt":297,"sourceType":343,"tags":1381},"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",[1369,941,950,699],{"title":1383,"description":1384,"path":1385,"category":1099,"updatedAt":478,"sourceType":343,"tags":1386},"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",[442,1387,1388,1349,1105],"history","inject",{"title":1390,"description":1391,"path":1392,"category":1393,"updatedAt":427,"sourceType":343,"tags":1394},"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",[1395,1396,1397,1398,969,970],"china","cloud","deployment","feishu",{"title":1400,"description":1401,"path":1402,"category":1393,"updatedAt":297,"sourceType":343,"tags":1403},"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",[1397,387,1404,1396,1405],"docker","wsl2",{"title":1407,"description":1408,"path":1409,"category":1393,"updatedAt":808,"sourceType":343,"tags":1410},"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。","/docs/setup/installation",[370,233,1411,1405],"install-script",{"title":1413,"description":1414,"path":1415,"category":1393,"updatedAt":384,"sourceType":343,"tags":1416},"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 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[370,1417,1411,1418,1020],"updater","git",{"title":1420,"description":1421,"path":1422,"category":1393,"updatedAt":342,"sourceType":343,"tags":1423},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[370,1417,1424,941,1020],"uninstall",{"title":1426,"description":1427,"path":1428,"category":1393,"updatedAt":342,"sourceType":343,"tags":1429},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1430,370,379,1431],"linux","server",{"title":1433,"description":1434,"path":1435,"category":1393,"updatedAt":342,"sourceType":343,"tags":1436},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[490,370,379,1437],"apple",{"title":1439,"description":1440,"path":1441,"category":1442,"updatedAt":297,"sourceType":343,"tags":1443},"版本迁移与升级检查单","在 OpenClaw 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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",[941,942,800,1020,1111],{"title":1777,"description":1778,"path":1779,"category":1780,"date":310,"updatedAt":310,"sourceType":295,"source":1781,"tags":1782},"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",[1783,1784,1785,1786],"education","adoption","ai-tutor","higher-education",{"title":1788,"description":1789,"path":1790,"category":1780,"date":310,"updatedAt":310,"sourceType":295,"source":1791,"tags":1792},"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",[334,1397,363,1395],{"title":1794,"description":1795,"path":1796,"category":1460,"date":384,"updatedAt":384,"sourceType":343,"source":1797,"tags":1798},"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",[72,61,419,421,552],{"title":1800,"description":1801,"path":1802,"category":1662,"date":496,"updatedAt":496,"sourceType":343,"source":1803,"tags":1804},"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",[314,630,1805,580,472],"pending",{"title":1807,"description":1808,"path":1809,"category":1662,"date":860,"updatedAt":860,"sourceType":343,"source":1810,"tags":1811},"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",[314,500,442,372,1812],"state",{"title":1814,"description":1815,"path":1816,"category":1662,"date":496,"updatedAt":496,"sourceType":343,"source":1817,"tags":1818},"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",[328,1275,892,1276,335],{"title":1832,"description":1833,"path":1834,"category":1460,"date":384,"updatedAt":384,"sourceType":343,"source":1835,"tags":1836},"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",[1837,1397,1838,1839,1840],"showcase","home-assistant","nix","infrastructure",{"title":1842,"description":1843,"path":1844,"category":1662,"date":478,"updatedAt":478,"sourceType":343,"source":1845,"tags":1846},"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",[618,318,817,1733,741],{"title":1848,"description":1849,"path":1850,"category":1662,"date":478,"updatedAt":478,"sourceType":343,"source":1851,"tags":1852},"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",[1020,907,618,908,335],{"title":1854,"description":1855,"path":1856,"category":1486,"date":283,"updatedAt":297,"sourceType":291,"source":1488,"tags":1857},"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",[1017,1090,1018,72,336],{"title":1859,"description":1860,"path":1861,"category":1662,"date":427,"updatedAt":427,"sourceType":343,"source":1862,"tags":1863},"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",[1837,318,588,1874,1875],"vector-search","knowledge",{"title":1877,"description":1878,"path":1879,"category":1662,"date":496,"updatedAt":496,"sourceType":343,"source":1880,"tags":1881},"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",[1255,499,527,529,596],{"title":1883,"description":1884,"path":1885,"category":1662,"date":478,"updatedAt":478,"sourceType":343,"source":1886,"tags":1887},"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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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",[590,435,472,579,741],{"title":1947,"description":1948,"path":1949,"category":1662,"date":506,"updatedAt":506,"sourceType":343,"source":1950,"tags":1951},"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",[590,1104,435,314,335],{"title":1953,"description":1954,"path":1955,"category":1460,"date":384,"updatedAt":384,"sourceType":343,"source":1656,"tags":1956},"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",[1017,1018,1020,1019],{"title":1958,"description":1959,"path":1960,"category":1662,"date":478,"updatedAt":478,"sourceType":343,"source":1676,"tags":1961},"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",[372,630,472,386,922],{"title":1963,"description":1964,"path":1965,"category":1662,"date":496,"updatedAt":496,"sourceType":343,"source":1966,"tags":1967},"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",[481,480,1968,316,482],"threads",{"title":1970,"description":1971,"path":1972,"category":1662,"date":496,"updatedAt":496,"sourceType":343,"source":1973,"tags":1974},"OpenClaw Secret 观察：active snapshot 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