[{"data":1,"prerenderedAt":2697},["ShallowReactive",2],{"news:openclaw-channel-approval-clients-watch-2026-03-24":3,"content-manifest":188},{"id":4,"title":5,"author":6,"body":7,"category":169,"date":170,"description":171,"extension":172,"meta":173,"navigation":174,"path":175,"seo":176,"source":177,"sourceName":178,"sourceType":179,"stem":180,"tags":181,"updatedAt":170,"__hash__":187},"news/news/openclaw-channel-approval-clients-watch-2026-03-24.md","OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","OpenClawCN",{"type":8,"value":9,"toc":159},"minimark",[10,14,17,24,29,32,40,43,47,50,55,58,62,65,70,73,78,81,85,88,99,102,110,113,116,121,124,135,138],[11,12,13],"p",{},"如果只把 Telegram 和 Discord 看成聊天渠道，可能已经落后于最近官方文档的重点。",[11,15,16],{},"根据当前官方 Exec Approvals 文档，这两个渠道最近更值得关注的变化是：",[18,19,20],"ul",{},[21,22,23],"li",{},"它们正在成为正式的审批入口",[25,26,28],"h2",{"id":27},"_1-审批面不再只在本地控制台","1. 审批面不再只在本地控制台",[11,30,31],{},"官方当前已经明确支持：",[18,33,34,37],{},[21,35,36],{},"Discord 作为 exec approval client",[21,38,39],{},"Telegram 作为 exec approval client",[11,41,42],{},"这说明高权限执行的人工门，已经不再只停留在本地 UI，而是在向远程 operator 体系扩展。",[25,44,46],{"id":45},"_2-聊天入口和审批入口正在被主动区分","2. 聊天入口和审批入口正在被主动区分",[11,48,49],{},"官方文档有一条很关键的边界：",[18,51,52],{},[21,53,54],{},"某个渠道没有显式启用 exec approvals，就不会因为当前聊天发生在这个渠道里而自动成为审批面",[11,56,57],{},"这意味着 OpenClaw 不是在把聊天面无限泛化，而是在让审批面继续保持显式配置。",[25,59,61],{"id":60},"_3-telegram-更像受控-dm-审批面","3. 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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[799,1145,1146,1147,988],"visibility","activeHours","alerts",{"title":1149,"description":1150,"path":1151,"category":982,"updatedAt":384,"sourceType":179,"tags":1152},"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",[748,754,1153,203,988],"sdk",{"title":1155,"description":1156,"path":1157,"category":982,"updatedAt":384,"sourceType":179,"tags":1158},"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",[216,1159,776,1160,988],"include","arrays",{"title":1162,"description":1163,"path":1164,"category":982,"updatedAt":366,"sourceType":179,"tags":1165},"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",[623,1166,184,251,988],"invoke",{"title":1168,"description":1169,"path":1170,"category":982,"updatedAt":394,"sourceType":179,"tags":1171},"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",[206,1172,1173,1174,1175,988],"hybrid-search","ranking","mmr","retrieval",{"title":1177,"description":1178,"path":1179,"category":982,"updatedAt":170,"sourceType":179,"tags":1180},"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",[388,1234,1235,705,988],"transcript","jsonl",{"title":1237,"description":1238,"path":1239,"category":982,"updatedAt":1232,"sourceType":179,"tags":1240},"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",[505,650,1241,926,224],"store",{"title":1243,"description":1244,"path":1245,"category":982,"updatedAt":394,"sourceType":179,"tags":1246},"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",[225,941,926,1247,988],"ingress",{"title":1249,"description":1250,"path":1251,"category":982,"updatedAt":273,"sourceType":179,"tags":1252},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw 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的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[217,421,308,310,440],{"title":1686,"description":1687,"path":1688,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1689,"tags":1690},"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",[203,517,1691,468,360],"pending",{"title":1693,"description":1694,"path":1695,"category":169,"date":746,"updatedAt":746,"sourceType":179,"source":1696,"tags":1697},"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 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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",[1723,1282,1724,1725,1726],"showcase","home-assistant","nix","infrastructure",{"title":1728,"description":1729,"path":1730,"category":169,"date":366,"updatedAt":366,"sourceType":179,"source":1731,"tags":1732},"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",[505,206,705,1619,629],{"title":1734,"description":1735,"path":1736,"category":169,"date":366,"updatedAt":366,"sourceType":179,"source":1737,"tags":1738},"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",[904,791,505,792,224],{"title":1740,"description":1741,"path":1742,"category":1372,"date":1346,"updatedAt":257,"sourceType":1040,"source":1374,"tags":1743},"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",[901,973,902,217,225],{"title":1745,"description":1746,"path":1747,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1748,"tags":1749},"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 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[206,308,571,563,578],{"title":1751,"description":1752,"path":1753,"category":169,"date":394,"updatedAt":394,"sourceType":179,"source":1748,"tags":1754},"OpenClaw 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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",[1139,387,182,183,484],{"title":1769,"description":1770,"path":1771,"category":169,"date":366,"updatedAt":366,"sourceType":179,"source":1772,"tags":1773},"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",[536,330,369,540,185],{"title":1775,"description":1776,"path":1777,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1605,"tags":1778},"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",[323,1181,478,467,863],{"title":1780,"description":1781,"path":1782,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1783,"tags":1784},"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",[360,516,203,517,518],{"title":1786,"description":1787,"path":1788,"category":1345,"date":273,"updatedAt":273,"sourceType":179,"source":1789,"tags":1790},"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",[260,1329,1791,1330,904],"install",{"title":1793,"description":1794,"path":1795,"category":169,"date":746,"updatedAt":746,"sourceType":179,"source":1624,"tags":1796},"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",[186,469,447,517,275],{"title":1798,"description":1799,"path":1800,"category":169,"date":394,"updatedAt":394,"sourceType":179,"source":1801,"tags":1802},"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",[261,330,754,186,361],{"title":1804,"description":1805,"path":1806,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1648,"tags":1807},"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",[478,323,360,467,629],{"title":1833,"description":1834,"path":1835,"category":169,"date":394,"updatedAt":394,"sourceType":179,"source":1836,"tags":1837},"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",[478,987,323,203,224],{"title":1839,"description":1840,"path":1841,"category":1345,"date":273,"updatedAt":273,"sourceType":179,"source":1547,"tags":1842},"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",[901,902,904,903],{"title":1844,"description":1845,"path":1846,"category":169,"date":366,"updatedAt":366,"sourceType":179,"source":1565,"tags":1847},"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",[261,517,360,275,806],{"title":1849,"description":1850,"path":1851,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1852,"tags":1853},"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",[369,368,1854,185,370],"threads",{"title":1856,"description":1857,"path":1858,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1859,"tags":1860},"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",[1221,1861,1862,1220,224],"snapshot","rotation",{"title":1864,"description":1865,"path":1866,"category":169,"date":384,"updatedAt":384,"sourceType":179,"source":1731,"tags":1867},"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",[388,225,1090,517,941],{"title":1869,"description":1870,"path":1871,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1872,"tags":1873},"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 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