[{"data":1,"prerenderedAt":3014},["ShallowReactive",2],{"docs:manual/signal-groups-and-daemon-mode":3,"content-manifest":504},{"id":4,"title":5,"body":6,"category":484,"date":485,"description":486,"extension":487,"meta":488,"navigation":489,"path":490,"seo":491,"source":492,"sourceName":493,"sourceType":494,"stem":495,"tags":496,"updatedAt":502,"__hash__":503},"docs/docs/manual/signal-groups-and-daemon-mode.md","Signal 群组与 daemon 模式怎么配",{"type":7,"value":8,"toc":472},"minimark",[9,13,17,20,37,42,45,56,59,64,67,72,75,78,81,89,92,102,105,108,116,120,123,140,143,151,154,161,168,171,174,179,182,185,196,199,263,267,270,327,330,343,346,349,352,359,362,365,376,380,383,403,406,417,420,427,441,444,447,468],[10,11,5],"h1",{"id":12},"signal-群组与-daemon-模式怎么配",[14,15,16],"p",{},"站里已经有 Signal 的基础说明，但官方最近这页更值得承接的地方，其实不是“怎么连上”，而是它已经把 Signal 放进了更正式的运维模型里。",[14,18,19],{},"这页当前最值得注意的三件事是：",[21,22,23,27,34],"ul",{},[24,25,26],"li",{},"Signal 群组会话是隔离的",[24,28,29,33],{},[30,31,32],"code",{},"signal-cli"," 可以外置成 daemon",[24,35,36],{},"多账号和 config writes 都已经进入正式配置面",[38,39,41],"h2",{"id":40},"signal-在-openclaw-里最重要的边界","Signal 在 OpenClaw 里最重要的边界",[14,43,44],{},"根据最新官方文档，Signal 这条线当前的基本结构是：",[21,46,47,50],{},[24,48,49],{},"Gateway 不是直接接 libsignal",[24,51,52,53,55],{},"而是通过 ",[30,54,32],{}," 的 HTTP JSON-RPC + SSE 工作",[14,57,58],{},"这意味着它更像：",[21,60,61],{},[24,62,63],{},"一个外部 CLI/daemon 集成",[14,65,66],{},"而不是：",[21,68,69],{},[24,70,71],{},"OpenClaw 自己内嵌了一层 Signal 客户端",[14,73,74],{},"这点很关键，因为后面所有“启动慢、daemon 管理、容器部署”的问题都和这条边界有关。",[38,76,77],{"id":77},"群组为什么值得单独理解",[14,79,80],{},"官方 Signal 文档现在明确写到：",[21,82,83,86],{},[24,84,85],{},"DMs 共享 agent 主会话",[24,87,88],{},"groups 是隔离的会话空间",[14,90,91],{},"也就是类似：",[93,94,100],"pre",{"className":95,"code":97,"language":98,"meta":99},[96],"language-text","agent:\u003CagentId>:signal:group:\u003CgroupId>\n","text","",[30,101,97],{"__ignoreMap":99},[14,103,104],{},"这意味着群聊不是“把私聊上下文搬进去”，而是天然独立的一条会话线。",[14,106,107],{},"对正式使用来说，这特别重要，因为它能降低：",[21,109,110,113],{},[24,111,112],{},"群消息污染主会话",[24,114,115],{},"群里一个人触发影响所有私聊上下文",[38,117,119],{"id":118},"dm-和-group-的访问策略为什么不该混在一起","DM 和 group 的访问策略为什么不该混在一起",[14,121,122],{},"官方现在把这两层配置拆得很清楚：",[21,124,125,130,135],{},[24,126,127],{},[30,128,129],{},"dmPolicy",[24,131,132],{},[30,133,134],{},"groupPolicy",[24,136,137],{},[30,138,139],{},"groupAllowFrom",[14,141,142],{},"更适合的理解方式是：",[21,144,145,148],{},[24,146,147],{},"DM 决定谁能私聊进来",[24,149,150],{},"group 决定群里什么情况下允许触发",[14,152,153],{},"如果你把这两层混成“Signal 全局允许”，后面群组边界通常会失控得很快。",[38,155,157,160],{"id":156},"configwrites-为什么在-signal-里格外值得注意",[30,158,159],{},"configWrites"," 为什么在 Signal 里格外值得注意",[14,162,163,164,167],{},"官方当前特别指出，Signal 默认允许通过 ",[30,165,166],{},"/config set|unset"," 触发配置写入。",[14,169,170],{},"这件事意味着 Signal 不只是消息入口，它还可能成为配置修改入口。",[14,172,173],{},"如果你是在：",[21,175,176],{},[24,177,178],{},"私密个人环境",[14,180,181],{},"这可能很方便。",[14,183,184],{},"但如果你已经进入：",[21,186,187,190,193],{},[24,188,189],{},"多人使用",[24,191,192],{},"群组使用",[24,194,195],{},"运维敏感环境",[14,197,198],{},"那就更应该认真评估要不要关掉：",[93,200,204],{"className":201,"code":202,"language":203,"meta":99,"style":99},"language-json shiki shiki-themes github-light github-dark","{\n  \"channels\": {\n    \"signal\": {\n      \"configWrites\": false\n    }\n  }\n}\n","json",[30,205,206,215,225,233,245,251,257],{"__ignoreMap":99},[207,208,211],"span",{"class":209,"line":210},"line",1,[207,212,214],{"class":213},"sVt8B","{\n",[207,216,218,222],{"class":209,"line":217},2,[207,219,221],{"class":220},"sj4cs","  \"channels\"",[207,223,224],{"class":213},": {\n",[207,226,228,231],{"class":209,"line":227},3,[207,229,230],{"class":220},"    \"signal\"",[207,232,224],{"class":213},[207,234,236,239,242],{"class":209,"line":235},4,[207,237,238],{"class":220},"      \"configWrites\"",[207,240,241],{"class":213},": ",[207,243,244],{"class":220},"false\n",[207,246,248],{"class":209,"line":247},5,[207,249,250],{"class":213},"    }\n",[207,252,254],{"class":209,"line":253},6,[207,255,256],{"class":213},"  }\n",[207,258,260],{"class":209,"line":259},7,[207,261,262],{"class":213},"}\n",[38,264,266],{"id":265},"什么情况下更适合外置-daemon","什么情况下更适合外置 daemon",[14,268,269],{},"官方当前给了一个很实用的模式：",[93,271,273],{"className":201,"code":272,"language":203,"meta":99,"style":99},"{\n  \"channels\": {\n    \"signal\": {\n      \"httpUrl\": \"http://127.0.0.1:8080\",\n      \"autoStart\": false\n    }\n  }\n}\n",[30,274,275,279,285,291,305,314,318,322],{"__ignoreMap":99},[207,276,277],{"class":209,"line":210},[207,278,214],{"class":213},[207,280,281,283],{"class":209,"line":217},[207,282,221],{"class":220},[207,284,224],{"class":213},[207,286,287,289],{"class":209,"line":227},[207,288,230],{"class":220},[207,290,224],{"class":213},[207,292,293,296,298,302],{"class":209,"line":235},[207,294,295],{"class":220},"      \"httpUrl\"",[207,297,241],{"class":213},[207,299,301],{"class":300},"sZZnC","\"http://127.0.0.1:8080\"",[207,303,304],{"class":213},",\n",[207,306,307,310,312],{"class":209,"line":247},[207,308,309],{"class":220},"      \"autoStart\"",[207,311,241],{"class":213},[207,313,244],{"class":220},[207,315,316],{"class":209,"line":253},[207,317,250],{"class":213},[207,319,320],{"class":209,"line":259},[207,321,256],{"class":213},[207,323,325],{"class":209,"line":324},8,[207,326,262],{"class":213},[14,328,329],{},"这条路径更适合：",[21,331,332,337,340],{},[24,333,334,335],{},"你想自己管理 ",[30,336,32],{},[24,338,339],{},"JVM 冷启动很慢",[24,341,342],{},"容器或共享 CPU 环境里不想让 OpenClaw 负责拉起它",[14,344,345],{},"对长期运行环境来说，这通常会比“一切都交给自动拉起”更稳。",[38,347,348],{"id":348},"多账号支持意味着什么",[14,350,351],{},"官方文档现在明确支持：",[21,353,354],{},[24,355,356],{},[30,357,358],{},"channels.signal.accounts",[14,360,361],{},"这说明 Signal 已经不再只适合“我自己绑一个号试试”，而是开始支持更正式的账号编排。",[14,363,364],{},"更适合的场景包括：",[21,366,367,370,373],{},[24,368,369],{},"分离个人和机器人号码",[24,371,372],{},"不同项目用不同 Signal 账号",[24,374,375],{},"团队里按用途拆通道",[38,377,379],{"id":378},"signal-这条线最容易踩的坑","Signal 这条线最容易踩的坑",[14,381,382],{},"常见问题通常不是“Signal 不支持”，而是：",[384,385,386,389,392,397],"ol",{},[24,387,388],{},"用个人主号做 bot，结果触发 loop protection",[24,390,391],{},"私聊和群聊用同一套授权心智",[24,393,394,395],{},"生产环境还让 OpenClaw 自己冷启动 ",[30,396,32],{},[24,398,399,400,402],{},"没有意识到 ",[30,401,159],{}," 会扩大入口权限",[14,404,405],{},"所以更稳的做法通常是：",[21,407,408,411,414],{},[24,409,410],{},"用单独 bot 号码",[24,412,413],{},"DM 和群组单独治理",[24,415,416],{},"需要时把 daemon 管理外置",[38,418,419],{"id":419},"中文站建议怎么理解这页",[14,421,422,423,426],{},"如果你只想试通 Signal，先看基础配置就够了。",[424,425],"br",{},"\n但如果你准备长期使用 Signal，这页真正该看的重点是：",[21,428,429,432,435,438],{},[24,430,431],{},"群组会话隔离",[24,433,434],{},"daemon 运维方式",[24,436,437],{},"多账号边界",[24,439,440],{},"配置写入权限",[14,442,443],{},"这些才是 Signal 从“能用”变成“长期可管”的关键。",[38,445,446],{"id":446},"下一步推荐",[21,448,449,456,462],{},[24,450,451],{},[452,453,455],"a",{"href":454},"/docs/manual/signal-channel","Signal 渠道概览",[24,457,458],{},[452,459,461],{"href":460},"/docs/reference/pairing-admin","配对审批与设备授权管理",[24,463,464],{},[452,465,467],{"href":466},"/best-practices/team-gateway-operator-playbook","团队里如何管理 Gateway、Operator 与浏览器控制面",[469,470,471],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: 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核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[518,519,520,501,521,522],"concepts","gateway","agent","tools","memory",{"title":524,"description":525,"path":526,"category":514,"updatedAt":527,"sourceType":516,"tags":528},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[529,530,531,532,533],"developers","teams","architecture","configuration","skills",{"title":535,"description":536,"path":537,"category":514,"updatedAt":527,"sourceType":516,"tags":538},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[539,540,519,541,542],"enterprise","operations","security","upgrades",{"title":544,"description":545,"path":546,"category":514,"updatedAt":547,"sourceType":494,"tags":548},"创建第一个 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","2026-03-12",[520,549,550,551],"quickstart","tutorial","basics",{"title":553,"description":554,"path":555,"category":514,"updatedAt":547,"sourceType":494,"tags":556},"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",[501,549,550,551],{"title":558,"description":559,"path":560,"category":514,"updatedAt":547,"sourceType":494,"tags":561},"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",[533,549,550,551],{"title":563,"description":564,"path":565,"category":514,"updatedAt":547,"sourceType":494,"tags":566},"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",[567,568,549,550],"workflow","automation",{"title":570,"description":571,"path":572,"category":514,"updatedAt":573,"sourceType":494,"tags":574},"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","2026-03-11",[549,575,576,577],"installation","onboarding","dashboard",{"title":579,"description":580,"path":581,"category":514,"updatedAt":573,"sourceType":494,"tags":582},"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",[576,499,583,519],"setup",{"title":585,"description":586,"path":587,"category":514,"updatedAt":502,"sourceType":494,"tags":588},"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",[576,589,590,519,591],"remote","local","wizard",{"title":593,"description":594,"path":595,"category":514,"updatedAt":527,"sourceType":516,"tags":596},"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 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做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[833,1326,728,834,1302],"bootstrapToken",{"title":1328,"description":1329,"path":1330,"category":1296,"updatedAt":698,"sourceType":494,"tags":1331},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[833,1332,501,1333,1119],"allowFrom","account",{"title":1335,"description":1336,"path":1337,"category":1296,"updatedAt":547,"sourceType":494,"tags":1338},"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",[966,1302,1339,1340],"commands","terminal",{"title":1342,"description":1343,"path":1344,"category":1296,"updatedAt":707,"sourceType":494,"tags":1345},"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",[1346,1347,782,793,1302],"cloudflare-ai-gateway","headers",{"title":1349,"description":1350,"path":1351,"category":1352,"updatedAt":630,"sourceType":753,"tags":1353},"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",[753,1354,1355,1356],"github","issues","feedback",{"title":1358,"description":1359,"path":1360,"category":1296,"updatedAt":547,"sourceType":494,"tags":1361},"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",[532,1302,1362,1363],"settings","options",{"title":1365,"description":1366,"path":1367,"category":1296,"updatedAt":502,"sourceType":494,"tags":1368},"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",[762,833,834,784,1119],{"title":1370,"description":1371,"path":1372,"category":1296,"updatedAt":707,"sourceType":494,"tags":1373},"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",[1104,913,1374,1375,1302],"scheduler","queue",{"title":1377,"description":1378,"path":1379,"category":1296,"updatedAt":1057,"sourceType":494,"tags":1380},"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",[577,783,1381,1382,782],"secretref","sessionStorage",{"title":1384,"description":1385,"path":1386,"category":1387,"updatedAt":547,"sourceType":494,"tags":1388},"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",[1389,1390,1391,1138,902],"debugging","debug","runtime-overrides",{"title":1393,"description":1394,"path":1395,"category":1296,"updatedAt":680,"sourceType":494,"tags":1396},"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",[1308,1397,1398,1390,1302],"logging","flags",{"title":1400,"description":1401,"path":1402,"category":1296,"updatedAt":680,"sourceType":494,"tags":1403},"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",[701,1404,1405,683,1302],"dmScope","identityLinks",{"title":1407,"description":1408,"path":1409,"category":1296,"updatedAt":680,"sourceType":494,"tags":1410},"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",[1138,1139,1308,1411,1302],"migrations",{"title":1413,"description":1414,"path":1415,"category":1296,"updatedAt":680,"sourceType":494,"tags":1416},"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",[1000,532,709,1417,1302],"shell",{"title":1419,"description":1420,"path":1421,"category":1296,"updatedAt":630,"sourceType":516,"tags":1422},"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",[1423,1214,753,1424,1216],"sources","trust",{"title":1426,"description":1427,"path":1428,"category":1296,"updatedAt":502,"sourceType":494,"tags":1429},"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",[519,1430,966,1065,675],"rpc",{"title":1432,"description":1433,"path":1434,"category":1296,"updatedAt":680,"sourceType":494,"tags":1435},"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",[833,834,519,674,1302],{"title":1437,"description":1438,"path":1439,"category":1296,"updatedAt":1057,"sourceType":494,"tags":1440},"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",[701,519,645,577,1302],{"title":1442,"description":1443,"path":1444,"category":1296,"updatedAt":707,"sourceType":494,"tags":1445},"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",[519,1065,1446,1447,1302],"protocol","scopes",{"title":1449,"description":1450,"path":1451,"category":1296,"updatedAt":698,"sourceType":494,"tags":1452},"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",[498,1453,683,919,852],"mention",{"title":1455,"description":1456,"path":1457,"category":1296,"updatedAt":707,"sourceType":494,"tags":1458},"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",[1112,1459,1460,1461,1302],"visibility","activeHours","alerts",{"title":1463,"description":1464,"path":1465,"category":1296,"updatedAt":698,"sourceType":494,"tags":1466},"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",[1059,1065,1467,519,1302],"sdk",{"title":1469,"description":1470,"path":1471,"category":1296,"updatedAt":698,"sourceType":494,"tags":1472},"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",[532,1473,1089,1474,1302],"include","arrays",{"title":1476,"description":1477,"path":1478,"category":1296,"updatedAt":680,"sourceType":494,"tags":1479},"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",[939,1480,808,567,1302],"invoke",{"title":1482,"description":1483,"path":1484,"category":1296,"updatedAt":707,"sourceType":494,"tags":1485},"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",[522,1486,1487,1488,1489,1302],"hybrid-search","ranking","mmr","retrieval",{"title":1491,"description":1492,"path":1493,"category":1296,"updatedAt":630,"sourceType":494,"tags":1494},"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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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",[1389,1512,902,793,865],"raw-stream",{"title":1514,"description":1515,"path":1516,"category":1296,"updatedAt":707,"sourceType":494,"tags":1517},"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",[589,1518,782,519,1302],"tlsFingerprint",{"title":1520,"description":1521,"path":1522,"category":1296,"updatedAt":707,"sourceType":494,"tags":1523},"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",[498,1524,1525,1526,1302],"mentions","pending-history","reply",{"title":1528,"description":1529,"path":1530,"category":1296,"updatedAt":680,"sourceType":494,"tags":1531},"SecretRefs 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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",[701,1546,1547,1014,1302],"transcript","jsonl",{"title":1549,"description":1550,"path":1551,"category":1296,"updatedAt":1544,"sourceType":494,"tags":1552},"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",[821,966,1553,1240,540],"store",{"title":1555,"description":1556,"path":1557,"category":1296,"updatedAt":707,"sourceType":494,"tags":1558},"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",[541,1255,1240,1559,1302],"ingress",{"title":1561,"description":1562,"path":1563,"category":1296,"updatedAt":502,"sourceType":494,"tags":1564},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[728,730,808,501,1229],{"title":1906,"description":1907,"path":1908,"category":1717,"date":515,"updatedAt":515,"sourceType":753,"source":1909,"tags":1910},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 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",[1592,754,1720,1672],{"title":1912,"description":1913,"path":1914,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":1915,"tags":1916},"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",[736,533,745,746,1917,737],"telemetry",{"title":1919,"description":1920,"path":1921,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":1922,"tags":1923},"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",[966,519,1430,675,540],{"title":1925,"description":1926,"path":1927,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":1928,"tags":1929},"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",[532,1000,682,1930,540],"overrides",{"title":1932,"description":1933,"path":1934,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":1859,"tags":1935},"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",[1013,1014,821,522,1936],"continuity",{"title":1938,"description":1939,"path":1940,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":1941,"tags":1942},"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",[762,577,1097,833,589],{"title":1944,"description":1945,"path":1946,"category":1865,"date":1057,"updatedAt":1057,"sourceType":494,"source":1879,"tags":1947},"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",[577,1948,1381,782,762],"bootstrap",{"title":1950,"description":1951,"path":1952,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":1879,"tags":1953},"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",[577,645,783,1381,683,1954],"web",{"title":1956,"description":1957,"path":1958,"category":1657,"date":515,"updatedAt":515,"sourceType":753,"source":1959,"tags":1960},"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",[529,533,754,1592],{"title":1962,"description":1963,"path":1964,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":1965,"tags":1966},"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",[834,833,783,1132,1967],"rotate",{"title":1969,"description":1970,"path":1971,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":1972,"tags":1973},"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",[1138,1308,1139,1389,540],{"title":1975,"description":1976,"path":1977,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":1972,"tags":1978},"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",[1138,1139,997,1217,1308],{"title":1980,"description":1981,"path":1982,"category":1983,"date":515,"updatedAt":515,"sourceType":753,"source":1984,"tags":1985},"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",[1986,1987,1988,1989],"education","adoption","ai-tutor","higher-education",{"title":1991,"description":1992,"path":1993,"category":1983,"date":515,"updatedAt":515,"sourceType":753,"source":1994,"tags":1995},"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",[539,1594,567,1592],{"title":1997,"description":1998,"path":1999,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":2000,"tags":2001},"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",[533,736,622,624,755],{"title":2003,"description":2004,"path":2005,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2006,"tags":2007},"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",[519,833,2008,783,674],"pending",{"title":2010,"description":2011,"path":2012,"category":1865,"date":1057,"updatedAt":1057,"sourceType":494,"source":2013,"tags":2014},"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",[519,701,645,577,2015],"state",{"title":2017,"description":2018,"path":2019,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2020,"tags":2021},"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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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",[2040,522,791,2077,2078],"vector-search","knowledge",{"title":2080,"description":2081,"path":2082,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2083,"tags":2084},"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",[1453,498,728,730,799],{"title":2086,"description":2087,"path":2088,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":2089,"tags":2090},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[1229,784,762,833,589],{"title":2115,"description":2116,"path":2117,"category":1865,"date":707,"updatedAt":707,"sourceType":494,"source":2118,"tags":2119},"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",[577,645,1065,1229,675],{"title":2121,"description":2122,"path":2123,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":1965,"tags":2124},"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",[833,1332,501,1333,540],{"title":2126,"description":2127,"path":2128,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":2129,"tags":2130},"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",[622,754,624,753,755],{"title":2132,"description":2133,"path":2134,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":2135,"tags":2136},"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",[622,736,1505,1506,1216],{"title":2138,"description":2139,"path":2140,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":2141,"tags":2142},"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",[938,939,567,808,623],{"title":2144,"description":2145,"path":2146,"category":1865,"date":707,"updatedAt":707,"sourceType":494,"source":2147,"tags":2148},"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",[793,638,674,782,945],{"title":2150,"description":2151,"path":2152,"category":1865,"date":707,"updatedAt":707,"sourceType":494,"source":2153,"tags":2154},"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",[793,1301,638,519,540],{"title":2156,"description":2157,"path":2158,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":1859,"tags":2159},"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",[1214,1215,1217,1216],{"title":2161,"description":2162,"path":2163,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":1879,"tags":2164},"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",[577,833,674,589,1119],{"title":2166,"description":2167,"path":2168,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2169,"tags":2170},"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",[683,682,2171,501,684],"threads",{"title":2173,"description":2174,"path":2175,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2176,"tags":2177},"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",[1533,2178,2179,1532,540],"snapshot","rotation",{"title":2181,"description":2182,"path":2183,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2048,"tags":2184},"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",[701,541,1404,833,1255],{"title":2186,"description":2187,"path":2188,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":2189,"tags":2190},"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",[541,1240,1242,1241,540],{"title":2192,"description":2193,"path":2194,"category":2195,"date":515,"updatedAt":515,"sourceType":753,"source":2196,"tags":2197},"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",[541,2198,865,539],"compliance",{"title":2200,"description":2201,"path":2202,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":2176,"tags":2203},"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",[541,1532,808,2204,540],"proxy",{"title":2206,"description":2207,"path":2208,"category":1865,"date":1544,"updatedAt":1544,"sourceType":494,"source":2209,"tags":2210},"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",[701,1547,1014,1546,519],{"title":2212,"description":2213,"path":2214,"category":1865,"date":1544,"updatedAt":1544,"sourceType":494,"source":2215,"tags":2216},"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",[821,966,1553,1240,540],{"title":2218,"description":2219,"path":2220,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2221,"tags":2222},"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",[541,1255,1256,2223,519],"sandbox",{"title":2225,"description":2226,"path":2227,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":2038,"tags":2228},"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",[2040,753,728,533,568],{"title":2230,"description":2231,"path":2232,"category":1865,"date":707,"updatedAt":707,"sourceType":494,"source":2221,"tags":2233},"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",[1255,1405,700,683,541],{"title":2235,"description":2236,"path":2237,"category":1865,"date":1544,"updatedAt":1544,"sourceType":494,"source":2238,"tags":2239},"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",[1546,793,1572,1573,2240],"compatibility",{"title":2242,"description":2243,"path":2244,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":1898,"tags":2245},"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",[1275,541,589,519,782],{"title":2247,"description":2248,"path":2249,"category":1865,"date":1057,"updatedAt":1057,"sourceType":494,"source":2013,"tags":2250},"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",[519,645,1059,1389,701],{"title":2252,"description":2253,"path":2254,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":2255,"tags":2256},"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",[1621,1217,1320,519,2015],{"title":2258,"description":2259,"path":2260,"category":1865,"date":630,"updatedAt":630,"sourceType":494,"source":2261,"tags":2262},"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",[1287,1288,1289,1290,1291],{"title":2264,"description":2265,"path":2266,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":2038,"tags":2267},"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",[2040,776,2268,2269,791],"phone","tts",{"title":2271,"description":2272,"path":2273,"category":1865,"date":698,"updatedAt":698,"sourceType":494,"source":2274,"tags":2275},"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",[776,1045,1046,674,834],{"title":2277,"description":2278,"path":2279,"category":1657,"date":502,"updatedAt":502,"sourceType":494,"source":1879,"tags":2280},"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",[577,645,1065,762,1954],{"title":2282,"description":2283,"path":2284,"category":1865,"date":1057,"updatedAt":1057,"sourceType":494,"source":2285,"tags":2286},"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",[645,577,1059,519,814],{"title":2288,"description":2289,"path":2290,"category":1865,"date":680,"updatedAt":680,"sourceType":494,"source":2141,"tags":2291},"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",[567,939,736,808,945],{"title":2293,"description":2294,"path":2295,"category":2296,"date":2297,"updatedAt":2297,"sourceType":516,"source":2298,"tags":2299},"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",[2300,2301,521,2040,2302],"site-update","content","weekly",{"title":2304,"description":2305,"path":2306,"category":2307,"date":1658,"updatedAt":573,"sourceType":494,"source":1659,"tags":2308},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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