[{"data":1,"prerenderedAt":2889},["ShallowReactive",2],{"news:openclaw-onboarding-migration-watch-2026-03-21":3,"content-manifest":247},{"id":4,"title":5,"author":6,"body":7,"category":228,"date":229,"description":230,"extension":231,"meta":232,"navigation":233,"path":234,"seo":235,"source":236,"sourceName":237,"sourceType":238,"stem":239,"tags":240,"updatedAt":229,"__hash__":246},"news/news/openclaw-onboarding-migration-watch-2026-03-21.md","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","OpenClawCN",{"type":8,"value":9,"toc":217},"minimark",[10,14,23,26,39,49,55,72,75,79,82,102,109,112,117,120,124,127,138,141,145,148,153,156,159,163,166,180,183,186,189,214],[11,12,5],"h1",{"id":13},"openclaw-接入观察从-2026129-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",[15,16,17,18,22],"p",{},"截至 ",[19,20,21],"strong",{},"2026 年 3 月 21 日","，官方在接入和升级这条线上最值得中文站继续跟的，不再只是“安装命令变了没有”，而是整条首次接入链路已经明显成熟了。",[15,24,25],{},"把最近的 Onboarding、Install 和 Releases 放在一起看，会发现官方其实在持续补三件事：",[27,28,29,33,36],"ul",{},[30,31,32],"li",{},"首次安装怎么更稳地跑通",[30,34,35],{},"旧环境怎么自动迁移",[30,37,38],{},"本地和远程怎么明确分流",[40,41,43,44,48],"h2",{"id":42},"_1-2026129-这次迁移信号仍然非常关键","1. ",[45,46,47],"code",{},"2026.1.29"," 这次迁移信号仍然非常关键",[15,50,51,52,54],{},"官方 release 记录里，",[45,53,47],{}," 这版最值得记住的，不只是 rename 本身，而是它同时动了几层东西：",[27,56,57,63,69],{},[30,58,59,60],{},"npm 包和 CLI 名称统一到 ",[45,61,62],{},"openclaw",[30,64,65,66],{},"扩展移到 ",[45,67,68],{},"@openclaw/*",[30,70,71],{},"legacy state/config path 开始自动迁移",[15,73,74],{},"这说明官方已经不再把“第一次装起来”和“老用户升级”当成完全分离的问题，而是在主动补迁移链路。",[40,76,78],{"id":77},"_2-wizard-现在已经不只是新手提示框","2. Wizard 现在已经不只是“新手提示框”",[15,80,81],{},"最新官方 Wizard 文档现在明确写出了：",[27,83,84,87,90,93,96,99],{},[30,85,86],{},"local mode",[30,88,89],{},"remote mode",[30,91,92],{},"QuickStart",[30,94,95],{},"Advanced",[30,97,98],{},"health check",[30,100,101],{},"skills 安装",[15,103,104,105,108],{},"这说明 ",[45,106,107],{},"openclaw onboard"," 已经越来越像一条正式初始化流水线，而不是简单问几道题。",[15,110,111],{},"特别值得注意的是：",[27,113,114],{},[30,115,116],{},"remote mode 只配本地客户端，不碰远程主机",[15,118,119],{},"这让很多以前容易混掉的部署边界，现在终于说清楚了。",[40,121,123],{"id":122},"_3-安装器onboarding-和-doctor-正在被串成一条维护链","3. 安装器、onboarding 和 doctor 正在被串成一条维护链",[15,125,126],{},"从最新 Install 和 Updating 文档看，官方现在更明显地在推动这样一条路径：",[27,128,129,132,135],{},[30,130,131],{},"安装器负责环境和 CLI",[30,133,134],{},"wizard 负责第一次配置",[30,136,137],{},"doctor 负责安装后和升级后的确认",[15,139,140],{},"这对中文站很重要，因为它意味着后面写教程时，不该再把这些分散看成互不相关的步骤。",[40,142,144],{"id":143},"_4-最快第一次聊天这条线也被官方收得更紧了","4. “最快第一次聊天”这条线也被官方收得更紧了",[15,146,147],{},"最新 QuickStart 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运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","manual","2026-06-10",[409,410,411,412],"runtime","workspace","bootstrap","sessions",{"title":414,"description":415,"path":416,"category":417,"updatedAt":324,"sourceType":418,"tags":419},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","功能","third-party",[410,420,266,277],"soul",{"title":422,"description":423,"path":424,"category":425,"updatedAt":324,"sourceType":238,"tags":426},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[262,427,275,428],"nodes","control-plane",{"title":430,"description":431,"path":432,"category":417,"updatedAt":433,"sourceType":238,"tags":434},"Background Tasks、/tasks 与 task flow 应该怎么用","基于最新官方 Background Tasks 与 openclaw tasks 文档，整理 OpenClaw 的后台任务记录、/tasks 面板、通知策略和长期维护方式。","/docs/manual/background-tasks-and-task-board","2026-04-30",[435,312,436,437,438,284],"tasks","cron","subagent","cli",{"title":440,"description":441,"path":442,"category":417,"updatedAt":433,"sourceType":238,"tags":443},"Amazon Bedrock 的 AWS 凭据链与 Guardrails 应该怎么配","基于最新官方 Amazon Bedrock 文档，整理 OpenClaw 接入 Bedrock 时的凭据链、区域设置、自动发现和 Guardrails 配置重点。","/docs/manual/bedrock-guardrails-and-auth",[444,445,446,447,448,380],"bedrock","aws","providers","guardrails","auth",{"title":450,"description":451,"path":452,"category":417,"updatedAt":453,"sourceType":238,"tags":454},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[455,456,457,264,276],"bindings","routing","agents",{"title":459,"description":460,"path":461,"category":417,"updatedAt":372,"sourceType":238,"tags":462},"BlueBubbles 与 iMessage 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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",[526,1187,1188,1189],"github","issues","feedback",{"title":1191,"description":1192,"path":1193,"category":1124,"updatedAt":576,"sourceType":238,"tags":1194},"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",[276,1130,1195,1196],"settings","options",{"title":1198,"description":1199,"path":1200,"category":1124,"updatedAt":229,"sourceType":238,"tags":1201},"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",[535,614,615,556,949],{"title":1203,"description":1204,"path":1205,"category":1124,"updatedAt":481,"sourceType":238,"tags":1206},"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",[436,694,1207,779,1130],"scheduler",{"title":1209,"description":1210,"path":1211,"category":1124,"updatedAt":888,"sourceType":238,"tags":1212},"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",[319,555,1213,1214,448],"secretref","sessionStorage",{"title":1216,"description":1217,"path":1218,"category":1219,"updatedAt":576,"sourceType":238,"tags":1220},"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",[1221,1222,1223,968,683],"debugging","debug","runtime-overrides",{"title":1225,"description":1226,"path":1227,"category":1124,"updatedAt":453,"sourceType":238,"tags":1228},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 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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",[968,969,1136,1243,1130],"migrations",{"title":1245,"description":1246,"path":1247,"category":1124,"updatedAt":453,"sourceType":238,"tags":1248},"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",[822,276,483,1249,1130],"shell",{"title":1251,"description":1252,"path":1253,"category":1124,"updatedAt":372,"sourceType":259,"tags":1254},"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",[1255,1043,526,1256,1045],"sources","trust",{"title":1258,"description":1259,"path":1260,"category":1124,"updatedAt":229,"sourceType":238,"tags":1261},"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 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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",[262,896,1278,1279,1130],"protocol","scopes",{"title":1281,"description":1282,"path":1283,"category":1124,"updatedAt":471,"sourceType":238,"tags":1284},"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",[474,1285,456,700,633],"mention",{"title":1287,"description":1288,"path":1289,"category":1124,"updatedAt":481,"sourceType":238,"tags":1290},"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 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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",[729,1312,580,311,1130],"invoke",{"title":1314,"description":1315,"path":1316,"category":1124,"updatedAt":481,"sourceType":238,"tags":1317},"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",[266,1318,1319,1320,1321,1130],"hybrid-search","ranking","mmr","retrieval",{"title":1323,"description":1324,"path":1325,"category":1124,"updatedAt":372,"sourceType":238,"tags":1326},"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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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[438,262,1262,428,284],{"title":1760,"description":1761,"path":1762,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":1763,"tags":1764},"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",[276,822,455,1765,284],"overrides",{"title":1767,"description":1768,"path":1769,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1676,"tags":1770},"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",[844,845,412,266,1771],"continuity",{"title":1773,"description":1774,"path":1775,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1776,"tags":1777},"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",[535,319,928,614,331],{"title":1779,"description":1780,"path":1781,"category":1688,"date":888,"updatedAt":888,"sourceType":238,"source":1702,"tags":1782},"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 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[319,411,1213,448,535],{"title":1784,"description":1785,"path":1786,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":1702,"tags":1787},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[319,387,555,1213,456,1788],"web",{"title":1790,"description":1791,"path":1792,"category":228,"date":258,"updatedAt":258,"sourceType":526,"source":1793,"tags":1794},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 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",[273,277,527,1425],{"title":1796,"description":1797,"path":1798,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1799,"tags":1800},"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",[615,614,555,962,1801],"rotate",{"title":1803,"description":1804,"path":1805,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":1806,"tags":1807},"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 ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[968,1136,969,1221,284],{"title":1809,"description":1810,"path":1811,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1806,"tags":1812},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[968,969,819,245,1136],{"title":1814,"description":1815,"path":1816,"category":1817,"date":258,"updatedAt":258,"sourceType":526,"source":1818,"tags":1819},"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",[1820,1821,1822,1823],"education","adoption","ai-tutor","higher-education",{"title":1825,"description":1826,"path":1827,"category":1817,"date":258,"updatedAt":258,"sourceType":526,"source":1828,"tags":1829},"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",[283,1427,311,1425],{"title":1831,"description":1832,"path":1833,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1834,"tags":1835},"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",[277,509,364,366,528],{"title":1837,"description":1838,"path":1839,"category":1688,"date":433,"updatedAt":433,"sourceType":238,"source":1840,"tags":1841},"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",[592,593,594,595,264,596],{"title":1843,"description":1844,"path":1845,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1846,"tags":1847},"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",[262,614,1848,555,427],"pending",{"title":1850,"description":1851,"path":1852,"category":1688,"date":888,"updatedAt":888,"sourceType":238,"source":1853,"tags":1854},"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",[262,475,387,319,1855],"state",{"title":1857,"description":1858,"path":1859,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1860,"tags":1861},"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",[276,1305,920,1306,284],{"title":1875,"description":1876,"path":1877,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1878,"tags":1879},"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",[1880,1427,1881,1882,1883],"showcase","home-assistant","nix","infrastructure",{"title":1885,"description":1886,"path":1887,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":1888,"tags":1889},"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 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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",[1880,266,563,1917,1918],"vector-search","knowledge",{"title":1920,"description":1921,"path":1922,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1923,"tags":1924},"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",[1285,474,501,503,570],{"title":1926,"description":1927,"path":1928,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":1929,"tags":1930},"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",[633,387,456,637,264],{"title":1932,"description":1933,"path":1934,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":1757,"tags":1935},"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",[380,1327,446,448,1005],{"title":1937,"description":1938,"path":1939,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1940,"tags":1941},"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",[427,613,262,614,615],{"title":5,"description":230,"path":234,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":236,"tags":1943},[241,242,243,244,245],{"title":1945,"description":1946,"path":1947,"category":1688,"date":888,"updatedAt":888,"sourceType":238,"source":1776,"tags":1948},"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",[1057,556,535,614,331],{"title":1950,"description":1951,"path":1952,"category":1688,"date":481,"updatedAt":481,"sourceType":238,"source":1953,"tags":1954},"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",[319,387,896,1057,428],{"title":1956,"description":1957,"path":1958,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1799,"tags":1959},"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",[614,1165,264,1166,284],{"title":1961,"description":1962,"path":1963,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1964,"tags":1965},"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",[364,527,366,526,528],{"title":1967,"description":1968,"path":1969,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":1970,"tags":1971},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[364,509,1339,1340,1045],{"title":1973,"description":1974,"path":1975,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":1976,"tags":1977},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[728,729,311,580,365],{"title":1979,"description":1980,"path":1981,"category":1688,"date":481,"updatedAt":481,"sourceType":238,"source":1982,"tags":1983},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[446,380,427,448,746],{"title":1985,"description":1986,"path":1987,"category":1688,"date":481,"updatedAt":481,"sourceType":238,"source":1988,"tags":1989},"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",[446,1129,380,262,284],{"title":1991,"description":1992,"path":1993,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1676,"tags":1994},"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",[1043,1044,245,1045],{"title":1996,"description":1997,"path":1998,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":1702,"tags":1999},"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",[319,614,427,331,949],{"title":2001,"description":2002,"path":2003,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":2004,"tags":2005},"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",[456,455,2006,264,457],"threads",{"title":2008,"description":2009,"path":2010,"category":1688,"date":433,"updatedAt":433,"sourceType":238,"source":2011,"tags":2012},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[787,675,788,357,265],{"title":2014,"description":2015,"path":2016,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":2017,"tags":2018},"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",[1367,2019,2020,1366,284],"snapshot","rotation",{"title":2022,"description":2023,"path":2024,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":1888,"tags":2025},"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",[475,285,1236,614,1083],{"title":2027,"description":2028,"path":2029,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":2030,"tags":2031},"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 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[285,1068,1070,1069,284],{"title":2033,"description":2034,"path":2035,"category":2036,"date":258,"updatedAt":258,"sourceType":526,"source":2037,"tags":2038},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 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",[285,2039,646,283],"compliance",{"title":2041,"description":2042,"path":2043,"category":1688,"date":453,"updatedAt":453,"sourceType":238,"source":2017,"tags":2044},"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",[285,1366,580,2045,284],"proxy",{"title":2047,"description":2048,"path":2049,"category":1688,"date":1377,"updatedAt":1377,"sourceType":238,"source":2050,"tags":2051},"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",[475,1380,845,1379,262],{"title":2053,"description":2054,"path":2055,"category":1688,"date":1377,"updatedAt":1377,"sourceType":238,"source":2056,"tags":2057},"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",[412,438,1386,1068,284],{"title":2059,"description":2060,"path":2061,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":2062,"tags":2063},"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",[285,1083,1084,2064,262],"sandbox",{"title":2066,"description":2067,"path":2068,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1878,"tags":2069},"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",[1880,526,501,277,312],{"title":2071,"description":2072,"path":2073,"category":1688,"date":481,"updatedAt":481,"sourceType":238,"source":2062,"tags":2074},"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",[1083,1237,473,456,285],{"title":2076,"description":2077,"path":2078,"category":1688,"date":1377,"updatedAt":1377,"sourceType":238,"source":2079,"tags":2080},"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",[1379,446,1405,1406,2081],"compatibility",{"title":2083,"description":2084,"path":2085,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":1733,"tags":2086},"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",[1103,285,331,262,448],{"title":2088,"description":2089,"path":2090,"category":1688,"date":888,"updatedAt":888,"sourceType":238,"source":1853,"tags":2091},"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",[262,387,890,1221,475],{"title":2093,"description":2094,"path":2095,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":2096,"tags":2097},"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",[1451,245,722,262,1855],{"title":2099,"description":2100,"path":2101,"category":1688,"date":372,"updatedAt":372,"sourceType":238,"source":2102,"tags":2103},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1115,1116,1117,1118,1119],{"title":2105,"description":2106,"path":2107,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1878,"tags":2108},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","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语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1880,549,2109,2110,563],"phone","tts",{"title":2112,"description":2113,"path":2114,"category":1688,"date":471,"updatedAt":471,"sourceType":238,"source":2115,"tags":2116},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[549,876,877,427,615],{"title":2118,"description":2119,"path":2120,"category":228,"date":229,"updatedAt":229,"sourceType":238,"source":1702,"tags":2121},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[319,387,896,535,1788],{"title":2123,"description":2124,"path":2125,"category":1688,"date":888,"updatedAt":888,"sourceType":238,"source":2126,"tags":2127},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 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