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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",[906,935,1001,732,1478,742],"group-chat",{"title":1480,"description":1481,"path":1482,"category":1288,"updatedAt":1204,"sourceType":750,"tags":1483},"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",[1484,1485,984,720,743],"trusted-proxy","reverse-proxy",{"title":1487,"description":1488,"path":1489,"category":1288,"updatedAt":791,"sourceType":750,"tags":1490},"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",[1484,1306,1485,984,720,743],{"title":1492,"description":1493,"path":1494,"category":1288,"updatedAt":834,"sourceType":750,"tags":1495},"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 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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",[2249,724,993,2286,2287],"vector-search","knowledge",{"title":2289,"description":2290,"path":2291,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2292,"tags":2293},"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",[1661,905,933,935,1001],{"title":2295,"description":2296,"path":2297,"category":2074,"date":884,"updatedAt":884,"sourceType":750,"source":2298,"tags":2299},"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",[1054,849,887,1058,722],{"title":2301,"description":2302,"path":2303,"category":2074,"date":834,"updatedAt":834,"sourceType":750,"source":2131,"tags":2304},"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",[842,1703,995,984,1385],{"title":2306,"description":2307,"path":2308,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2309,"tags":2310},"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 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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",[1438,986,702,1035,793],{"title":2324,"description":2325,"path":2326,"category":2074,"date":912,"updatedAt":912,"sourceType":750,"source":2327,"tags":2328},"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",[779,849,1274,1438,879],{"title":2330,"description":2331,"path":2332,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2174,"tags":2333},"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",[1035,1540,722,1541,742],{"title":2335,"description":2336,"path":2337,"category":1867,"date":791,"updatedAt":791,"sourceType":750,"source":2338,"tags":2339},"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",[826,959,828,958,960],{"title":2341,"description":2342,"path":2343,"category":2074,"date":834,"updatedAt":834,"sourceType":750,"source":2344,"tags":2345},"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 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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",[995,842,878,984,1147],{"title":2359,"description":2360,"path":2361,"category":2074,"date":912,"updatedAt":912,"sourceType":750,"source":2362,"tags":2363},"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",[995,1510,842,720,742],{"title":2365,"description":2366,"path":2367,"category":1867,"date":791,"updatedAt":791,"sourceType":750,"source":2068,"tags":2368},"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",[1423,1424,1426,1425],{"title":2370,"description":2371,"path":2372,"category":2074,"date":884,"updatedAt":884,"sourceType":750,"source":2088,"tags":2373},"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",[779,1035,878,793,1328],{"title":2375,"description":2376,"path":2377,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2378,"tags":2379},"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",[887,886,2380,722,888],"threads",{"title":2382,"description":2383,"path":2384,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2385,"tags":2386},"OpenClaw Secret 观察：active snapshot 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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",[743,1742,1010,2413,742],"proxy",{"title":2415,"description":2416,"path":2417,"category":2074,"date":1754,"updatedAt":1754,"sourceType":750,"source":2418,"tags":2419},"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",[906,1757,1223,1756,720],{"title":2421,"description":2422,"path":2423,"category":2074,"date":1754,"updatedAt":1754,"sourceType":750,"source":2424,"tags":2425},"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",[1023,1168,1763,1449,742],{"title":2427,"description":2428,"path":2429,"category":2074,"date":902,"updatedAt":902,"sourceType":750,"source":2430,"tags":2431},"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",[743,1464,1465,2432,720],"sandbox",{"title":2434,"description":2435,"path":2436,"category":1867,"date":791,"updatedAt":791,"sourceType":750,"source":2247,"tags":2437},"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",[2249,958,933,735,771],{"title":2439,"description":2440,"path":2441,"category":2074,"date":912,"updatedAt":912,"sourceType":750,"source":2430,"tags":2442},"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",[1464,1613,904,887,743],{"title":2444,"description":2445,"path":2446,"category":2074,"date":1754,"updatedAt":1754,"sourceType":750,"source":2447,"tags":2448},"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 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