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allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[726,1276,375,1277,1061],"allowFrom","account",{"title":1279,"description":1280,"path":1281,"category":1235,"updatedAt":688,"sourceType":402,"tags":1282},"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",[551,1241,1283,1284],"commands","terminal",{"title":1286,"description":1287,"path":1288,"category":1235,"updatedAt":594,"sourceType":402,"tags":1289},"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",[1290,1291,561,559,1241],"cloudflare-ai-gateway","headers",{"title":1293,"description":1294,"path":1295,"category":1296,"updatedAt":486,"sourceType":350,"tags":1297},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[350,1298,1299,1300],"github","issues","feedback",{"title":1302,"description":1303,"path":1304,"category":1235,"updatedAt":688,"sourceType":402,"tags":1305},"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",[387,1241,1306,1307],"settings","options",{"title":1309,"description":1310,"path":1311,"category":1235,"updatedAt":443,"sourceType":402,"tags":1312},"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",[647,726,727,668,1061],{"title":1314,"description":1315,"path":1316,"category":1235,"updatedAt":594,"sourceType":402,"tags":1317},"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",[549,805,1318,891,1241],"scheduler",{"title":1320,"description":1321,"path":1322,"category":1235,"updatedAt":1000,"sourceType":402,"tags":1323},"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",[431,667,1324,1325,561],"secretref","sessionStorage",{"title":1327,"description":1328,"path":1329,"category":1330,"updatedAt":688,"sourceType":402,"tags":1331},"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",[1332,1333,1334,1080,794],"debugging","debug","runtime-overrides",{"title":1336,"description":1337,"path":1338,"category":1235,"updatedAt":566,"sourceType":402,"tags":1339},"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",[1247,1340,1341,1333,1241],"logging","flags",{"title":1343,"description":1344,"path":1345,"category":1235,"updatedAt":566,"sourceType":402,"tags":1346},"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",[588,1347,1348,569,1241],"dmScope","identityLinks",{"title":1350,"description":1351,"path":1352,"category":1235,"updatedAt":566,"sourceType":402,"tags":1353},"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",[1080,1081,1247,1354,1241],"migrations",{"title":1356,"description":1357,"path":1358,"category":1235,"updatedAt":566,"sourceType":402,"tags":1359},"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",[934,387,596,1360,1241],"shell",{"title":1362,"description":1363,"path":1364,"category":1235,"updatedAt":486,"sourceType":370,"tags":1365},"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",[1366,1154,350,1367,1156],"sources","trust",{"title":1369,"description":1370,"path":1371,"category":1235,"updatedAt":443,"sourceType":402,"tags":1372},"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",[373,1373,551,1008,541],"rpc",{"title":1375,"description":1376,"path":1377,"category":1235,"updatedAt":566,"sourceType":402,"tags":1378},"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",[726,727,373,540,1241],{"title":1380,"description":1381,"path":1382,"category":1235,"updatedAt":1000,"sourceType":402,"tags":1383},"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",[588,373,500,431,1241],{"title":1385,"description":1386,"path":1387,"category":1235,"updatedAt":594,"sourceType":402,"tags":1388},"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",[373,1008,1389,1390,1241],"protocol","scopes",{"title":1392,"description":1393,"path":1394,"category":1235,"updatedAt":584,"sourceType":402,"tags":1395},"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",[587,1396,569,811,745],"mention",{"title":1398,"description":1399,"path":1400,"category":1235,"updatedAt":594,"sourceType":402,"tags":1401},"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",[1054,1402,1403,1404,1241],"visibility","activeHours","alerts",{"title":1406,"description":1407,"path":1408,"category":1235,"updatedAt":584,"sourceType":402,"tags":1409},"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",[1002,1008,1410,373,1241],"sdk",{"title":1412,"description":1413,"path":1414,"category":1235,"updatedAt":584,"sourceType":402,"tags":1415},"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",[387,1416,1032,1417,1241],"include","arrays",{"title":1419,"description":1420,"path":1421,"category":1235,"updatedAt":566,"sourceType":402,"tags":1422},"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",[840,1423,692,422,1241],"invoke",{"title":1425,"description":1426,"path":1427,"category":1235,"updatedAt":594,"sourceType":402,"tags":1428},"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",[377,1429,1430,1431,1432,1241],"hybrid-search","ranking","mmr","retrieval",{"title":1434,"description":1435,"path":1436,"category":1235,"updatedAt":486,"sourceType":402,"tags":1437},"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 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[588,1490,1491,957,1241],"transcript","jsonl",{"title":1493,"description":1494,"path":1495,"category":1235,"updatedAt":1488,"sourceType":402,"tags":1496},"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",[525,551,1497,1179,395],"store",{"title":1499,"description":1500,"path":1501,"category":1235,"updatedAt":594,"sourceType":402,"tags":1502},"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",[353,1194,1179,1503,1241],"ingress",{"title":1505,"description":1506,"path":1507,"category":1235,"updatedAt":443,"sourceType":402,"tags":1508},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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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",[1535,639,1658,1611],{"title":1863,"description":1864,"path":1865,"category":1804,"date":486,"updatedAt":486,"sourceType":402,"source":1866,"tags":1867},"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",[622,388,631,632,1868,623],"telemetry",{"title":1870,"description":1871,"path":1872,"category":1597,"date":443,"updatedAt":443,"sourceType":402,"source":1873,"tags":1874},"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",[551,373,1373,541,395],{"title":1876,"description":1877,"path":1878,"category":1804,"date":566,"updatedAt":566,"sourceType":402,"source":1879,"tags":1880},"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",[387,934,568,1881,395],"overrides",{"title":1883,"description":1884,"path":1885,"category":1597,"date":443,"updatedAt":443,"sourceType":402,"source":1792,"tags":1886},"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",[956,957,525,377,1887],"continuity",{"title":1889,"description":1890,"path":1891,"category":1597,"date":443,"updatedAt":443,"sourceType":402,"source":1892,"tags":1893},"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",[647,431,1040,726,445],{"title":1895,"description":1896,"path":1897,"category":1804,"date":1000,"updatedAt":1000,"sourceType":402,"source":1818,"tags":1898},"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 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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",[384,388,639,1535],{"title":1912,"description":1913,"path":1914,"category":1804,"date":584,"updatedAt":584,"sourceType":402,"source":1915,"tags":1916},"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",[727,726,667,1074,1917],"rotate",{"title":1919,"description":1920,"path":1921,"category":1804,"date":566,"updatedAt":566,"sourceType":402,"source":1922,"tags":1923},"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",[1936,1937,1938,1939],"education","adoption","ai-tutor","higher-education",{"title":1941,"description":1942,"path":1943,"category":1933,"date":369,"updatedAt":369,"sourceType":350,"source":1944,"tags":1945},"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",[394,1537,422,1535],{"title":1947,"description":1948,"path":1949,"category":1597,"date":443,"updatedAt":443,"sourceType":402,"source":1950,"tags":1951},"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",[388,622,478,480,640],{"title":1953,"description":1954,"path":1955,"category":1804,"date":546,"updatedAt":546,"sourceType":402,"source":1956,"tags":1957},"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",[704,705,706,707,375,708],{"title":1959,"description":1960,"path":1961,"category":1804,"date":584,"updatedAt":584,"sourceType":402,"source":1962,"tags":1963},"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",[373,726,1964,667,540],"pending",{"title":1966,"description":1967,"path":1968,"category":1804,"date":1000,"updatedAt":1000,"sourceType":402,"source":1969,"tags":1970},"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",[373,588,500,431,1971],"state",{"title":1973,"description":1974,"path":1975,"category":1804,"date":584,"updatedAt":584,"sourceType":402,"source":1976,"tags":1977},"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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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",[353,2159,354,394],"compliance",{"title":2161,"description":2162,"path":2163,"category":1804,"date":566,"updatedAt":566,"sourceType":402,"source":2137,"tags":2164},"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",[353,1477,692,2165,395],"proxy",{"title":2167,"description":2168,"path":2169,"category":1804,"date":1488,"updatedAt":1488,"sourceType":402,"source":2170,"tags":2171},"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 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的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1214,353,445,373,561],{"title":2208,"description":2209,"path":2210,"category":1804,"date":1000,"updatedAt":1000,"sourceType":402,"source":1969,"tags":2211},"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",[373,500,1002,1332,588],{"title":2213,"description":2214,"path":2215,"category":1804,"date":486,"updatedAt":486,"sourceType":402,"source":2216,"tags":2217},"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",[1563,1157,833,373,1971],{"title":2219,"description":2220,"path":2221,"category":1804,"date":486,"updatedAt":486,"sourceType":402,"source":2222,"tags":2223},"OpenClaw 更新观察：stable、beta、dev 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