[{"data":1,"prerenderedAt":2875},["ShallowReactive",2],{"news:openclaw-extension-stack-watch-2026-03-21":3,"content-manifest":233},{"id":4,"title":5,"author":6,"body":7,"category":214,"date":215,"description":216,"extension":217,"meta":218,"navigation":219,"path":220,"seo":221,"source":222,"sourceName":223,"sourceType":224,"stem":225,"tags":226,"updatedAt":215,"__hash__":232},"news/news/openclaw-extension-stack-watch-2026-03-21.md","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","OpenClawCN",{"type":8,"value":9,"toc":204},"minimark",[10,14,23,26,39,44,47,64,67,71,74,77,85,88,92,95,106,109,113,116,124,127,141,144,147,150,153,167,170,173,176,201],[11,12,5],"h1",{"id":13},"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",[15,16,17,18,22],"p",{},"截至 ",[19,20,21],"strong",{},"2026 年 3 月 21 日","，官方在扩展层这条线上最值得继续跟的，不再只是“又多了几个 skill 或 plugin”，而是不同扩展机制正在越来越像一套完整链路。",[15,24,25],{},"把最近的 Skills、ClawHub、Plugins 和 Hooks 文档放在一起看，会发现几个很清楚的方向：",[27,28,29,33,36],"ul",{},[30,31,32],"li",{},"ClawHub 正在变成正式 registry",[30,34,35],{},"插件可以托管 hooks",[30,37,38],{},"onboarding 已经开始直接引导推荐 hooks",[40,41,43],"h2",{"id":42},"_1-clawhub-已经不是技能下载页","1. ClawHub 已经不是“技能下载页”",[15,45,46],{},"官方最近的 ClawHub 文档里，最值得注意的一点是：",[27,48,49,52,59],{},[30,50,51],{},"skills 现在是 versioned bundles",[30,53,54,55],{},"有 ",[56,57,58],"code",{},".clawhub/lock.json",[30,60,54,61],{},[56,62,63],{},"sync",[15,65,66],{},"这说明它已经不是简单的技能展示站，而是在往真正的技能注册表方向走。",[40,68,70],{"id":69},"_2-插件托管-hooks-让扩展层真正开始组合","2. 插件托管 hooks 让扩展层真正开始组合",[15,72,73],{},"另一个非常关键的变化，是插件现在可以直接注册或托管 hooks。",[15,75,76],{},"这件事的意义不小，因为它说明：",[27,78,79,82],{},[30,80,81],{},"插件不再只负责“新增功能”",[30,83,84],{},"还能把事件驱动行为一起打包带进系统",[15,86,87],{},"从扩展生态角度看，这比单独多一个 hook 更重要。",[40,89,91],{"id":90},"_3-onboarding-开始推荐-hooks说明-hooks-已进入默认使用路径","3. onboarding 开始推荐 hooks，说明 hooks 已进入默认使用路径",[15,93,94],{},"官方 Hooks 文档现在明确提到：",[27,96,97,103],{},[30,98,99,102],{},[56,100,101],{},"openclaw onboard"," 会发现可选 hooks",[30,104,105],{},"并提示启用推荐项",[15,107,108],{},"这说明 hooks 已经不再只是“高手自己写点自动化”的层，而是在被官方逐步纳入默认用户路径。",[40,110,112],{"id":111},"_4-这三件事放在一起意味着什么","4. 这三件事放在一起意味着什么",[15,114,115],{},"如果把这三条变化放在一起看，一个很明显的结论是：",[27,117,118,121],{},[30,119,120],{},"OpenClaw 的扩展层正在从“很多分散机制”",[30,122,123],{},"走向“一套更完整的能力分发与治理链路”",[15,125,126],{},"大致可以概括成：",[27,128,129,132,135,138],{},[30,130,131],{},"ClawHub 负责分发",[30,133,134],{},"Plugins 负责系统能力",[30,136,137],{},"Hooks 负责行为扩展",[30,139,140],{},"Onboarding 负责把推荐项引导进默认路径",[15,142,143],{},"这已经不是零散功能堆砌了。",[40,145,146],{"id":146},"中文站最值得继续承接的地方",[15,148,149],{},"这对中文站很重要，因为扩展层恰恰是最容易让新用户“知道很多词，但不知道顺序”的部分。",[15,151,152],{},"而官方最近这批文档已经开始给出更明确的结构：",[27,154,155,158,161,164],{},[30,156,157],{},"技能怎么发现",[30,159,160],{},"插件怎么装",[30,162,163],{},"hooks 怎么进入系统",[30,165,166],{},"哪些会在 onboarding 阶段就出现",[15,168,169],{},"这非常适合继续被中文站转成更可执行的路径。",[40,171,172],{"id":172},"中文站建议怎么继续看",[15,174,175],{},"如果你想顺着这条线继续理解，建议这样看：",[177,178,179,187,194],"ol",{},[30,180,181,182],{},"想理解 skills registry：看 ",[183,184,186],"a",{"href":185},"/docs/manual/clawhub-versioning-and-sync","ClawHub 的版本、锁文件和 sync 怎么理解",[30,188,189,190],{},"想理解插件和 hooks 的组合：看 ",[183,191,193],{"href":192},"/docs/manual/plugin-managed-hooks","插件托管 hooks 与扩展能力边界",[30,195,196,197],{},"想实际开始扩：再看 ",[183,198,200],{"href":199},"/best-practices/hooks-onboarding-sequence","Hooks、插件和 Skills 的启用顺序怎么排",[15,202,203],{},"这批官方变化最值得注意的，不是哪一个新命令，而是扩展层已经越来越像一套完整生态，而不是各写各的几套扩展机制。",{"title":205,"searchDepth":206,"depth":206,"links":207},"",2,[208,209,210,211,212,213],{"id":42,"depth":206,"text":43},{"id":69,"depth":206,"text":70},{"id":90,"depth":206,"text":91},{"id":111,"depth":206,"text":112},{"id":146,"depth":206,"text":146},{"id":172,"depth":206,"text":172},"生态动态","2026-03-21","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。","md",{},true,"/news/openclaw-extension-stack-watch-2026-03-21",{"title":5,"description":216},"https://docs.openclaw.ai/automation/hooks","OpenClaw 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Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[249,278,279,280],"quickstart","tutorial","basics",{"title":282,"description":283,"path":284,"category":243,"updatedAt":276,"sourceType":224,"tags":285},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[250,278,279,280],{"title":287,"description":288,"path":289,"category":243,"updatedAt":276,"sourceType":224,"tags":290},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[227,278,279,280],{"title":292,"description":293,"path":294,"category":243,"updatedAt":276,"sourceType":224,"tags":295},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[296,297,278,279],"workflow","automation",{"title":299,"description":300,"path":301,"category":243,"updatedAt":276,"sourceType":224,"tags":302},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started",[278,303,304,305],"installation","onboarding","dashboard",{"title":307,"description":308,"path":309,"category":243,"updatedAt":310,"sourceType":224,"tags":311},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide","2026-03-11",[304,312,313,248],"daemon","setup",{"title":315,"description":316,"path":317,"category":243,"updatedAt":215,"sourceType":224,"tags":318},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote",[304,319,320,248,321],"remote","local","wizard",{"title":323,"description":324,"path":325,"category":243,"updatedAt":257,"sourceType":245,"tags":326},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[327,328,305,250,227],"personal","getting-started",{"title":330,"description":331,"path":332,"category":333,"updatedAt":310,"sourceType":224,"tags":334},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[335,336,337,304],"reading-path","overview","docs",{"title":339,"description":340,"path":341,"category":342,"updatedAt":343,"sourceType":224,"tags":344},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[336,345,250,346],"self-hosted","assistant",{"title":348,"description":349,"path":350,"category":243,"updatedAt":257,"sourceType":245,"tags":351},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 扩展，而不是在基础链路未稳定时过早堆复杂度。","/docs/getting-started/when-to-add-skills-plugins-and-multi-agent",[227,229,352,230,353],"multi-agent","decision",{"title":355,"description":356,"path":357,"category":243,"updatedAt":358,"sourceType":245,"tags":359},"我什么时候该开始接入渠道","帮你判断现在是否已经适合进入 Telegram、WhatsApp、飞书等渠道接入，而不是在最小链路未稳定时过早增加复杂度。","/docs/getting-started/when-to-connect-channels","2026-03-24",[250,304,353,248,360],"safety",{"title":362,"description":363,"path":364,"category":243,"updatedAt":358,"sourceType":245,"tags":365},"模型、配置和安全这三页分别什么时候看","用最短方式判断什么时候该去看模型选择、关键配置和安全实践，避免把问题带到错误页面里越看越乱。","/docs/getting-started/when-to-read-models-config-security",[366,367,270,353,328],"models","configurations",{"title":369,"description":370,"path":371,"category":243,"updatedAt":358,"sourceType":245,"tags":372},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[305,373,250,353,328],"webchat",{"title":375,"description":376,"path":377,"category":243,"updatedAt":358,"sourceType":245,"tags":378},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[328,353,337,379,380],"paths","topics",{"title":382,"description":383,"path":384,"category":342,"updatedAt":310,"sourceType":224,"tags":385},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[386,260,387,345],"users","scenarios",{"title":389,"description":390,"path":391,"category":392,"updatedAt":393,"sourceType":224,"tags":394},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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",[395,396,397,398],"runtime","workspace","bootstrap","sessions",{"title":400,"description":401,"path":402,"category":403,"updatedAt":310,"sourceType":404,"tags":405},"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",[396,406,252,227],"soul",{"title":408,"description":409,"path":410,"category":411,"updatedAt":310,"sourceType":224,"tags":412},"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",[248,413,261,414],"nodes","control-plane",{"title":416,"description":417,"path":418,"category":403,"updatedAt":419,"sourceType":224,"tags":420},"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",[421,297,422,423,424,269],"tasks","cron","subagent","cli",{"title":426,"description":427,"path":428,"category":403,"updatedAt":419,"sourceType":224,"tags":429},"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",[430,431,432,433,434,366],"bedrock","aws","providers","guardrails","auth",{"title":436,"description":437,"path":438,"category":403,"updatedAt":439,"sourceType":224,"tags":440},"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",[441,442,443,250,262],"bindings","routing","agents",{"title":445,"description":446,"path":447,"category":403,"updatedAt":358,"sourceType":224,"tags":448},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 模式下该注意什么。","/docs/manual/bluebubbles-imessage",[250,449,450,451,452],"bluebubbles","imessage","macos","webhook",{"title":454,"description":455,"path":456,"category":403,"updatedAt":457,"sourceType":224,"tags":458},"Broadcast Groups 和普通 routing 的边界怎么区分","基于最新官方 Broadcast Groups 与 Channel Routing 文档，解释 Broadcast Groups 何时会生效、为什么它不是 bindings 的替代品，以及多代理同群运行时的 session、工具和响应顺序边界。","/docs/manual/broadcast-groups-and-routing-boundaries","2026-03-25",[459,442,460,443,461],"broadcast","groups","session",{"title":463,"description":464,"path":465,"category":466,"updatedAt":467,"sourceType":224,"tags":468},"Broadcast 和普通 bindings 谁先生效，什么时候该用哪一个","基于最新官方 Broadcast Groups、Channel Routing 与 Groups 文档，整理 broadcast、bindings、group policy 和 mention gating 的生效顺序，帮助团队区分“多 agent 协作”和“单 agent 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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[422,675,1188,759,1111],"scheduler",{"title":1190,"description":1191,"path":1192,"category":1105,"updatedAt":868,"sourceType":224,"tags":1193},"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",[305,536,1194,1195,434],"secretref","sessionStorage",{"title":1197,"description":1198,"path":1199,"category":1200,"updatedAt":557,"sourceType":224,"tags":1201},"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",[1202,1203,1204,948,664],"debugging","debug","runtime-overrides",{"title":1206,"description":1207,"path":1208,"category":1105,"updatedAt":439,"sourceType":224,"tags":1209},"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",[1117,1210,1211,1203,1111],"logging","flags",{"title":1213,"description":1214,"path":1215,"category":1105,"updatedAt":439,"sourceType":224,"tags":1216},"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",[461,1217,1218,442,1111],"dmScope","identityLinks",{"title":1220,"description":1221,"path":1222,"category":1105,"updatedAt":439,"sourceType":224,"tags":1223},"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",[948,949,1117,1224,1111],"migrations",{"title":1226,"description":1227,"path":1228,"category":1105,"updatedAt":439,"sourceType":224,"tags":1229},"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",[802,262,469,1230,1111],"shell",{"title":1232,"description":1233,"path":1234,"category":1105,"updatedAt":358,"sourceType":245,"tags":1235},"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",[1236,1023,508,1237,1025],"sources","trust",{"title":1239,"description":1240,"path":1241,"category":1105,"updatedAt":215,"sourceType":224,"tags":1242},"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",[248,1243,424,876,414],"rpc",{"title":1245,"description":1246,"path":1247,"category":1105,"updatedAt":439,"sourceType":224,"tags":1248},"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",[595,596,248,413,1111],{"title":1250,"description":1251,"path":1252,"category":1105,"updatedAt":868,"sourceType":224,"tags":1253},"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",[461,248,373,305,1111],{"title":1255,"description":1256,"path":1257,"category":1105,"updatedAt":467,"sourceType":224,"tags":1258},"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",[248,876,1259,1260,1111],"protocol","scopes",{"title":1262,"description":1263,"path":1264,"category":1105,"updatedAt":457,"sourceType":224,"tags":1265},"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",[460,1266,442,681,614],"mention",{"title":1268,"description":1269,"path":1270,"category":1105,"updatedAt":467,"sourceType":224,"tags":1271},"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",[922,1272,1273,1274,1111],"visibility","activeHours","alerts",{"title":1276,"description":1277,"path":1278,"category":1105,"updatedAt":457,"sourceType":224,"tags":1279},"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",[870,876,1280,248,1111],"sdk",{"title":1282,"description":1283,"path":1284,"category":1105,"updatedAt":457,"sourceType":224,"tags":1285},"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",[262,1286,900,1287,1111],"include","arrays",{"title":1289,"description":1290,"path":1291,"category":1105,"updatedAt":439,"sourceType":224,"tags":1292},"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",[710,1293,561,296,1111],"invoke",{"title":1295,"description":1296,"path":1297,"category":1105,"updatedAt":467,"sourceType":224,"tags":1298},"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",[252,1299,1300,1301,1302,1111],"hybrid-search","ranking","mmr","retrieval",{"title":1304,"description":1305,"path":1306,"category":1105,"updatedAt":358,"sourceType":224,"tags":1307},"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",[366,1308,434,432,1111],"probe",{"title":1310,"description":1311,"path":1312,"category":1105,"updatedAt":797,"sourceType":224,"tags":1313},"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",[595,596,1146,1314,929],"credentials",{"title":1316,"description":1317,"path":1318,"category":1105,"updatedAt":358,"sourceType":224,"tags":1319},"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",[229,228,1320,1321,1025,1111],"npm","pin",{"title":1323,"description":1324,"path":1325,"category":1200,"updatedAt":215,"sourceType":224,"tags":1326},"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",[1202,1327,664,432,627],"raw-stream",{"title":1329,"description":1330,"path":1331,"category":1105,"updatedAt":467,"sourceType":224,"tags":1332},"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",[319,1333,434,248,1111],"tlsFingerprint",{"title":1335,"description":1336,"path":1337,"category":1105,"updatedAt":467,"sourceType":224,"tags":1338},"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",[460,1339,1340,1341,1111],"mentions","pending-history","reply",{"title":1343,"description":1344,"path":1345,"category":1105,"updatedAt":439,"sourceType":224,"tags":1346},"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",[1347,1348,395,432,1111],"secrets","secretrefs",{"title":1350,"description":1351,"path":1352,"category":1105,"updatedAt":457,"sourceType":224,"tags":1353},"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",[461,270,1217,595,681],{"title":1355,"description":1356,"path":1357,"category":1105,"updatedAt":1358,"sourceType":224,"tags":1359},"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",[461,1360,1361,825,1111],"transcript","jsonl",{"title":1363,"description":1364,"path":1365,"category":1105,"updatedAt":1358,"sourceType":224,"tags":1366},"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",[398,424,1367,1049,269],"store",{"title":1369,"description":1370,"path":1371,"category":1105,"updatedAt":467,"sourceType":224,"tags":1372},"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",[270,1064,1049,1373,1111],"ingress",{"title":1375,"description":1376,"path":1377,"category":1105,"updatedAt":215,"sourceType":224,"tags":1378},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[373,1398,1399,1360,1111],"history","inject",{"title":1401,"description":1402,"path":1403,"category":1404,"updatedAt":358,"sourceType":224,"tags":1405},"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",[1406,1407,1408,573,976,977],"china","cloud","deployment",{"title":1410,"description":1411,"path":1412,"category":1404,"updatedAt":310,"sourceType":224,"tags":1413},"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",[1408,320,1414,1407,1415],"docker","wsl2",{"title":1417,"description":1418,"path":1419,"category":1404,"updatedAt":807,"sourceType":224,"tags":1420},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[824,825,398,252,1757],"continuity",{"title":1759,"description":1760,"path":1761,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":1762,"tags":1763},"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",[516,305,908,595,319],{"title":1765,"description":1766,"path":1767,"category":1674,"date":868,"updatedAt":868,"sourceType":224,"source":1688,"tags":1768},"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",[259,227,509,1406],{"title":1782,"description":1783,"path":1784,"category":1674,"date":457,"updatedAt":457,"sourceType":224,"source":1785,"tags":1786},"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",[596,595,536,942,1787],"rotate",{"title":1789,"description":1790,"path":1791,"category":1674,"date":439,"updatedAt":439,"sourceType":224,"source":1792,"tags":1793},"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",[1806,1807,1808,1809],"education","adoption","ai-tutor","higher-education",{"title":1811,"description":1812,"path":1813,"category":1803,"date":244,"updatedAt":244,"sourceType":508,"source":1814,"tags":1815},"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",[268,1408,296,1406],{"title":5,"description":216,"path":220,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":222,"tags":1817},[227,228,229,230,231],{"title":1819,"description":1820,"path":1821,"category":1674,"date":419,"updatedAt":419,"sourceType":224,"source":1822,"tags":1823},"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 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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",[595,1146,250,1147,269],{"title":1947,"description":1948,"path":1949,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":1950,"tags":1951},"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",[229,509,230,508,231],{"title":1953,"description":1954,"path":1955,"category":1674,"date":358,"updatedAt":358,"sourceType":224,"source":1956,"tags":1957},"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",[432,366,413,434,726],{"title":1971,"description":1972,"path":1973,"category":1674,"date":467,"updatedAt":467,"sourceType":224,"source":1974,"tags":1975},"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",[432,1110,366,248,269],{"title":1977,"description":1978,"path":1979,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":1662,"tags":1980},"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",[1023,1024,1026,1025],{"title":1982,"description":1983,"path":1984,"category":1674,"date":439,"updatedAt":439,"sourceType":224,"source":1688,"tags":1985},"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",[305,595,413,319,929],{"title":1987,"description":1988,"path":1989,"category":1674,"date":457,"updatedAt":457,"sourceType":224,"source":1990,"tags":1991},"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",[442,441,1992,250,443],"threads",{"title":1994,"description":1995,"path":1996,"category":1674,"date":419,"updatedAt":419,"sourceType":224,"source":1997,"tags":1998},"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",[767,656,768,345,251],{"title":2000,"description":2001,"path":2002,"category":1674,"date":457,"updatedAt":457,"sourceType":224,"source":2003,"tags":2004},"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",[1348,2005,2006,1347,269],"snapshot","rotation",{"title":2008,"description":2009,"path":2010,"category":1674,"date":457,"updatedAt":457,"sourceType":224,"source":1870,"tags":2011},"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",[461,270,1217,595,1064],{"title":2013,"description":2014,"path":2015,"category":1674,"date":358,"updatedAt":358,"sourceType":224,"source":2016,"tags":2017},"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",[270,1049,1051,1050,269],{"title":2019,"description":2020,"path":2021,"category":2022,"date":244,"updatedAt":244,"sourceType":508,"source":2023,"tags":2024},"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",[270,2025,627,268],"compliance",{"title":2027,"description":2028,"path":2029,"category":1674,"date":439,"updatedAt":439,"sourceType":224,"source":2003,"tags":2030},"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",[270,1347,561,2031,269],"proxy",{"title":2033,"description":2034,"path":2035,"category":1674,"date":1358,"updatedAt":1358,"sourceType":224,"source":2036,"tags":2037},"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",[461,1361,825,1360,248],{"title":2039,"description":2040,"path":2041,"category":1674,"date":1358,"updatedAt":1358,"sourceType":224,"source":2042,"tags":2043},"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",[398,424,1367,1049,269],{"title":2045,"description":2046,"path":2047,"category":1674,"date":457,"updatedAt":457,"sourceType":224,"source":2048,"tags":2049},"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",[270,1064,1065,2050,248],"sandbox",{"title":2052,"description":2053,"path":2054,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":1860,"tags":2055},"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",[1862,508,487,227,297],{"title":2057,"description":2058,"path":2059,"category":1674,"date":467,"updatedAt":467,"sourceType":224,"source":2048,"tags":2060},"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",[1064,1218,459,442,270],{"title":2062,"description":2063,"path":2064,"category":1674,"date":1358,"updatedAt":1358,"sourceType":224,"source":2065,"tags":2066},"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",[1360,432,1386,1387,2067],"compatibility",{"title":2069,"description":2070,"path":2071,"category":1674,"date":358,"updatedAt":358,"sourceType":224,"source":1719,"tags":2072},"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",[1084,270,319,248,434],{"title":2074,"description":2075,"path":2076,"category":1674,"date":868,"updatedAt":868,"sourceType":224,"source":1835,"tags":2077},"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",[248,373,870,1202,461],{"title":2079,"description":2080,"path":2081,"category":1674,"date":358,"updatedAt":358,"sourceType":224,"source":2082,"tags":2083},"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",[1434,1026,703,248,1837],{"title":2085,"description":2086,"path":2087,"category":1674,"date":358,"updatedAt":358,"sourceType":224,"source":2088,"tags":2089},"OpenClaw 更新观察：stable、beta、dev 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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",[530,856,857,413,596],{"title":2104,"description":2105,"path":2106,"category":214,"date":215,"updatedAt":215,"sourceType":224,"source":1688,"tags":2107},"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",[305,373,876,516,1774],{"title":2109,"description":2110,"path":2111,"category":1674,"date":868,"updatedAt":868,"sourceType":224,"source":2112,"tags":2113},"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 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[373,305,870,248,567],{"title":2115,"description":2116,"path":2117,"category":1674,"date":439,"updatedAt":439,"sourceType":224,"source":1962,"tags":2118},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[296,710,228,561,726],{"title":2120,"description":2121,"path":2122,"category":2123,"date":2124,"updatedAt":2124,"sourceType":245,"source":2125,"tags":2126},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2127,2128,251,1862,2129],"site-update","content","weekly",{"title":2131,"description":2132,"path":2133,"category":2134,"date":1468,"updatedAt":310,"sourceType":224,"source":1469,"tags":2135},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[270,627,268,261],{"title":2157,"description":2158,"path":2159,"category":2160,"date":310,"updatedAt":310,"sourceType":508,"source":2161,"tags":2162},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[270,627,1008,360],{"title":2164,"description":2165,"path":2166,"category":1546,"date":1468,"updatedAt":310,"sourceType":224,"source":1469,"tags":2167},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[785,627,1548,279],{"title":2169,"description":2170,"path":2171,"category":1525,"date":1494,"updatedAt":557,"sourceType":1168,"source":1495,"tags":2172},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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