[{"data":1,"prerenderedAt":3135},["ShallowReactive",2],{"docs:getting-started/what-is-openclaw":3,"content-manifest":628},{"id":4,"title":5,"body":6,"category":611,"date":612,"description":613,"extension":614,"meta":615,"navigation":616,"path":617,"seo":618,"source":612,"sourceName":612,"sourceType":619,"stem":620,"tags":621,"updatedAt":626,"__hash__":627},"docs/docs/getting-started/what-is-openclaw.md","OpenClaw 是什么",{"type":7,"value":8,"toc":590},"minimark",[9,13,26,29,32,57,61,65,71,74,77,109,112,115,127,130,133,136,139,156,159,162,173,176,180,183,243,247,330,333,395,398,481,484,487,513,517,520,540,543,546,560,563,566,569],[10,11,5],"h1",{"id":12},"openclaw-是什么",[14,15,16,17,21,22,25],"p",{},"OpenClaw 是一个开源的自主 AI 代理（AI Agent）项目，由 ",[18,19,20],"strong",{},"Peter Steinberger"," 于 2025 年创建。项目原名 ",[18,23,24],{},"Clawdbot/Moltbot","，后更名为 OpenClaw。在 2025 年底至 2026 年初，OpenClaw 在 GitHub 上迅速爆火，成为开源 AI Agent 领域最受欢迎的项目之一。",[14,27,28],{},"OpenClaw 可以理解成一套\"可自行托管、可扩展、可接入多渠道\"的个人 AI 助手系统。它不是单独一个聊天窗口，而更像一个可以持续运行、持续接消息、持续调用工具的助手框架。",[14,30,31],{},"对中文用户来说，理解 OpenClaw 最重要的不是先记住所有功能，而是先抓住三个关键词：",[33,34,35,43,50],"ul",{},[36,37,38,39,42],"li",{},"它是 ",[18,40,41],{},"自己的助手系统","，不是某个平台托管给你的封闭产品",[36,44,45,46,49],{},"它强调 ",[18,47,48],{},"渠道接入和扩展能力","，不只服务于一个网页聊天框",[36,51,52,53,56],{},"它更接近 ",[18,54,55],{},"可运行的工作流与代理系统","，而不是只会回答问题的聊天机器人",[58,59,60],"h2",{"id":60},"项目背景",[62,63,64],"h3",{"id":64},"创始人与起源",[14,66,67,68,70],{},"OpenClaw 由独立开发者 ",[18,69,20],{}," 创建。项目最初名为 Clawdbot/Moltbot，后更名为 OpenClaw，强调其开源和开放性。",[62,72,73],{"id":73},"为什么爆火",[14,75,76],{},"OpenClaw 在 2025 年底至 2026 年初迅速走红，主要原因包括：",[33,78,79,85,91,97,103],{},[36,80,81,84],{},[18,82,83],{},"真正的 Agent 能力","：不仅能聊天，还能执行真实任务（收发邮件、管理日历、浏览网页、操作文件等）",[36,86,87,90],{},[18,88,89],{},"本地运行","：数据保留在用户设备上，隐私可控",[36,92,93,96],{},[18,94,95],{},"多平台支持","：支持 WhatsApp、Telegram、Discord、Slack、Signal、iMessage 等主流通讯平台",[36,98,99,102],{},[18,100,101],{},"开源社区","：活跃的开源社区推动，GitHub 星标快速增长",[36,104,105,108],{},[18,106,107],{},"技能生态","：ClawHub 技能市场让用户可以轻松扩展功能",[58,110,111],{"id":111},"可以把它看成什么",[14,113,114],{},"更容易理解的方式，是把 OpenClaw 看成三层结构：",[116,117,118,121,124],"ol",{},[36,119,120],{},"最外层是你接触它的入口，比如不同聊天渠道、网页控制台和 API",[36,122,123],{},"中间层是路由、记忆、工具、插件和模型等运行能力",[36,125,126],{},"最底层是你自己的部署环境和配置边界",[14,128,129],{},"这意味着 OpenClaw 的价值，不只是\"能聊\"，而是\"能接、能管、能扩展、能长期运行\"。",[58,131,132],{"id":132},"它解决什么问题",[14,134,135],{},"如果你只是偶尔问一个问题，普通聊天产品就够了。",[14,137,138],{},"但如果你需要的是下面这些事情，OpenClaw 才更有意义：",[33,140,141,144,147,150,153],{},[36,142,143],{},"把同一个助手接到多个入口",[36,145,146],{},"让助手具备更稳定的工具调用能力",[36,148,149],{},"把配置、权限和数据边界掌握在自己手里",[36,151,152],{},"让助手长期运行，而不是每次临时打开一个网页",[36,154,155],{},"围绕自己的工作流持续迭代能力",[58,157,158],{"id":158},"它不是什么",[14,160,161],{},"为了避免误解，也要明确 OpenClaw 不是什么：",[33,163,164,167,170],{},[36,165,166],{},"它不是开箱即用、零配置的消费级聊天应用",[36,168,169],{},"它不是只靠一个模型就能自动解决所有问题的\"万能 AI\"",[36,171,172],{},"它不是只讲视觉界面体验的单页面产品",[14,174,175],{},"如果你希望的是\"注册后立即完成所有事情\"，OpenClaw 反而可能显得更偏工程化。",[58,177,179],{"id":178},"openclaw-最新数据","OpenClaw 最新数据",[14,181,182],{},"截至 2026 年 3 月：",[184,185,186,199],"table",{},[187,188,189],"thead",{},[190,191,192,196],"tr",{},[193,194,195],"th",{},"指标",[193,197,198],{},"数据",[200,201,202,211,219,227,235],"tbody",{},[190,203,204,208],{},[205,206,207],"td",{},"GitHub 星标",[205,209,210],{},"287,000+",[190,212,213,216],{},[205,214,215],{},"ClawHub 技能",[205,217,218],{},"349+",[190,220,221,224],{},[205,222,223],{},"支持渠道",[205,225,226],{},"50+",[190,228,229,232],{},[205,230,231],{},"贡献者",[205,233,234],{},"1000+",[190,236,237,240],{},[205,238,239],{},"技术栈",[205,241,242],{},"TypeScript、Nix、Python、Elixir",[62,244,246],{"id":245},"github-仓库生态","GitHub 仓库生态",[184,248,249,262],{},[187,250,251],{},[190,252,253,256,259],{},[193,254,255],{},"仓库",[193,257,258],{},"描述",[193,260,261],{},"星标数",[200,263,264,275,286,297,308,319],{},[190,265,266,269,272],{},[205,267,268],{},"openclaw",[205,270,271],{},"主仓库 - 开源 AI 助手",[205,273,274],{},"287k",[190,276,277,280,283],{},[205,278,279],{},"clawhub",[205,281,282],{},"OpenClaw 技能目录",[205,284,285],{},"4.9k",[190,287,288,291,294],{},[205,289,290],{},"skills",[205,292,293],{},"所有技能版本存档",[205,295,296],{},"2.4k",[190,298,299,302,305],{},[205,300,301],{},"lobster",[205,303,304],{},"原生工作流 shell",[205,306,307],{},"771",[190,309,310,313,316],{},[205,311,312],{},"acpx",[205,314,315],{},"ACP 协议无头 CLI 客户端",[205,317,318],{},"513",[190,320,321,324,327],{},[205,322,323],{},"nix-openclaw",[205,325,326],{},"Nix 打包",[205,328,329],{},"508",[58,331,332],{"id":332},"核心优势",[184,334,335,345],{},[187,336,337],{},[190,338,339,342],{},[193,340,341],{},"优势",[193,343,344],{},"说明",[200,346,347,355,363,371,379,387],{},[190,348,349,352],{},[205,350,351],{},"开源透明",[205,353,354],{},"代码完全可见，社区驱动",[190,356,357,360],{},[205,358,359],{},"本地优先",[205,361,362],{},"数据保留在用户设备上",[190,364,365,368],{},[205,366,367],{},"跨平台",[205,369,370],{},"支持 macOS、Windows、Linux",[190,372,373,376],{},[205,374,375],{},"多渠道",[205,377,378],{},"50+ 集成统一管理",[190,380,381,384],{},[205,382,383],{},"可扩展",[205,385,386],{},"灵活开发自定义技能",[190,388,389,392],{},[205,390,391],{},"真正执行",[205,393,394],{},"能执行真实任务，而非仅聊天",[58,396,397],{"id":397},"与传统聊天机器人的区别",[184,399,400,413],{},[187,401,402],{},[190,403,404,407,410],{},[193,405,406],{},"特性",[193,408,409],{},"OpenClaw",[193,411,412],{},"传统聊天机器人",[200,414,415,426,437,448,459,470],{},[190,416,417,420,423],{},[205,418,419],{},"部署方式",[205,421,422],{},"自托管",[205,424,425],{},"通常 SaaS",[190,427,428,431,434],{},[205,429,430],{},"数据控制",[205,432,433],{},"本地存储",[205,435,436],{},"云端存储",[190,438,439,442,445],{},[205,440,441],{},"渠道接入",[205,443,444],{},"50+ 统一管理",[205,446,447],{},"通常单一渠道",[190,449,450,453,456],{},[205,451,452],{},"扩展性",[205,454,455],{},"技能系统可自定义",[205,457,458],{},"有限定制",[190,460,461,464,467],{},[205,462,463],{},"长期运行",[205,465,466],{},"持续运行",[205,468,469],{},"按需启动",[190,471,472,475,478],{},[205,473,474],{},"任务执行",[205,476,477],{},"能执行真实操作",[205,479,480],{},"仅能对话",[58,482,483],{"id":483},"支持的通讯平台",[14,485,486],{},"OpenClaw 支持多种主流通讯平台：",[33,488,489,495,501,507],{},[36,490,491,494],{},[18,492,493],{},"即时通讯","：WhatsApp、Telegram、Signal、Discord、Slack",[36,496,497,500],{},[18,498,499],{},"苹果生态","：iMessage（通过 BlueBubbles）",[36,502,503,506],{},[18,504,505],{},"企业平台","：Microsoft Teams、飞书",[36,508,509,512],{},[18,510,511],{},"其他","：Web Chat、命令行界面",[58,514,516],{"id":515},"支持的-ai-模型","支持的 AI 模型",[14,518,519],{},"OpenClaw 支持多种 AI 模型：",[33,521,522,528,534],{},[36,523,524,527],{},[18,525,526],{},"商业模型","：Claude（Anthropic）、GPT（OpenAI）",[36,529,530,533],{},[18,531,532],{},"本地模型","：通过 Ollama 运行本地模型",[36,535,536,539],{},[18,537,538],{},"其他模型","：支持多种模型提供商和 fallback 机制",[58,541,542],{"id":542},"对中文用户最重要的理解顺序",[14,544,545],{},"建议按这个顺序认识 OpenClaw：",[116,547,548,551,554,557],{},[36,549,550],{},"先理解它的定位和边界",[36,552,553],{},"再理解它的入口和渠道能力",[36,555,556],{},"然后看安装、onboarding 和 Control UI",[36,558,559],{},"最后才深入插件、hooks、模型、网关和运维",[14,561,562],{},"这样读起来会比一开始就钻进配置项更轻松。",[58,564,565],{"id":565},"下一步建议",[14,567,568],{},"如果你刚开始接触 OpenClaw，推荐继续看：",[33,570,571,578,584],{},[36,572,573],{},[574,575,577],"a",{"href":576},"/docs/getting-started/who-is-openclaw-for","OpenClaw 适合哪些用户",[36,579,580],{},[574,581,583],{"href":582},"/docs/manual/core-capabilities","OpenClaw 核心能力总览",[36,585,586],{},[574,587,589],{"href":588},"/docs/getting-started/onboarding-guide","Onboarding 引导流程说明",{"title":591,"searchDepth":592,"depth":592,"links":593},"",2,[594,599,600,601,602,605,606,607,608,609,610],{"id":60,"depth":592,"text":60,"children":595},[596,598],{"id":64,"depth":597,"text":64},3,{"id":73,"depth":597,"text":73},{"id":111,"depth":592,"text":111},{"id":132,"depth":592,"text":132},{"id":158,"depth":592,"text":158},{"id":178,"depth":592,"text":179,"children":603},[604],{"id":245,"depth":597,"text":246},{"id":332,"depth":592,"text":332},{"id":397,"depth":592,"text":397},{"id":483,"depth":592,"text":483},{"id":515,"depth":592,"text":516},{"id":542,"depth":592,"text":542},{"id":565,"depth":592,"text":565},"产品",null,"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。","md",{},true,"/docs/getting-started/what-is-openclaw",{"title":5,"description":613},"official","docs/getting-started/what-is-openclaw",[622,623,624,625],"overview","self-hosted","channels","assistant","2026-03-13","aKQDJwUnklr53G4S3jIyCeYhRQ6UG2X468Mz7GubMuA",{"generatedAt":629,"collections":630,"totals":3133},"2026-04-01T13:45:24.307Z",{"docs":631,"news":1770,"bestPractices":2508},{"count":632,"items":633},161,[634,647,657,666,675,680,685,692,701,706,715,722,730,732,741,748,755,761,768,773,782,790,799,808,817,826,833,838,846,854,862,871,879,884,889,897,906,913,921,927,934,939,947,954,959,969,978,986,994,1001,1009,1015,1020,1026,1035,1040,1045,1051,1057,1065,1072,1078,1085,1090,1096,1103,1109,1119,1125,1134,1140,1145,1150,1158,1165,1171,1178,1186,1193,1200,1209,1217,1225,1232,1238,1245,1251,1260,1266,1273,1278,1287,1295,1303,1312,1319,1326,1336,1342,1348,1353,1361,1368,1375,1382,1388,1395,1400,1410,1421,1427,1433,1439,1445,1452,1459,1466,1475,1482,1487,1494,1501,1510,1517,1524,1530,1536,1543,1549,1554,1559,1566,1572,1580,1586,1593,1599,1608,1614,1620,1627,1633,1639,1647,1655,1660,1668,1674,1680,1687,1694,1699,1706,1716,1723,1729,1736,1742,1749,1755,1764],{"title":635,"description":636,"path":637,"category":638,"updatedAt":639,"sourceType":640,"tags":641},"OpenClaw 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",[642,643,644,624,645,646],"concepts","gateway","agent","tools","memory",{"title":648,"description":649,"path":650,"category":638,"updatedAt":651,"sourceType":640,"tags":652},"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",[653,654,655,656,290],"developers","teams","architecture","configuration",{"title":658,"description":659,"path":660,"category":638,"updatedAt":651,"sourceType":640,"tags":661},"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",[662,663,643,664,665],"enterprise","operations","security","upgrades",{"title":667,"description":668,"path":669,"category":638,"updatedAt":670,"sourceType":619,"tags":671},"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",[644,672,673,674],"quickstart","tutorial","basics",{"title":676,"description":677,"path":678,"category":638,"updatedAt":670,"sourceType":619,"tags":679},"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",[624,672,673,674],{"title":681,"description":682,"path":683,"category":638,"updatedAt":670,"sourceType":619,"tags":684},"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",[290,672,673,674],{"title":686,"description":687,"path":688,"category":638,"updatedAt":670,"sourceType":619,"tags":689},"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",[690,691,672,673],"workflow","automation",{"title":693,"description":694,"path":695,"category":638,"updatedAt":696,"sourceType":619,"tags":697},"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",[672,698,699,700],"installation","onboarding","dashboard",{"title":589,"description":702,"path":588,"category":638,"updatedAt":696,"sourceType":619,"tags":703},"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。",[699,704,705,643],"daemon","setup",{"title":707,"description":708,"path":709,"category":638,"updatedAt":710,"sourceType":619,"tags":711},"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","2026-03-21",[699,712,713,643,714],"remote","local","wizard",{"title":716,"description":717,"path":718,"category":638,"updatedAt":651,"sourceType":640,"tags":719},"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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Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[920,1031,918,643,1432,1420],"node",{"title":1434,"description":1435,"path":1436,"category":1414,"updatedAt":822,"sourceType":619,"tags":1437},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[894,1438,1419,933,1420],"profiles",{"title":1440,"description":1441,"path":1442,"category":1414,"updatedAt":822,"sourceType":619,"tags":1443},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[945,1444,843,946,1420],"bootstrapToken",{"title":1446,"description":1447,"path":1448,"category":1414,"updatedAt":812,"sourceType":619,"tags":1449},"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",[945,1450,624,1451,1237],"allowFrom","account",{"title":1453,"description":1454,"path":1455,"category":1414,"updatedAt":670,"sourceType":619,"tags":1456},"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",[1077,1420,1457,1458],"commands","terminal",{"title":1460,"description":1461,"path":1462,"category":1414,"updatedAt":822,"sourceType":619,"tags":1463},"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",[1464,1465,894,905,1420],"cloudflare-ai-gateway","headers",{"title":1467,"description":1468,"path":1469,"category":1470,"updatedAt":745,"sourceType":867,"tags":1471},"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",[867,1472,1473,1474],"github","issues","feedback",{"title":1476,"description":1477,"path":1478,"category":1414,"updatedAt":670,"sourceType":619,"tags":1479},"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",[656,1420,1480,1481],"settings","options",{"title":1483,"description":1484,"path":1485,"category":1414,"updatedAt":710,"sourceType":619,"tags":1486},"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",[876,945,946,896,1237],{"title":1488,"description":1489,"path":1490,"category":1414,"updatedAt":822,"sourceType":619,"tags":1491},"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",[1222,1025,1492,1493,1420],"scheduler","queue",{"title":1495,"description":1496,"path":1497,"category":1414,"updatedAt":1175,"sourceType":619,"tags":1498},"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",[700,895,1499,1500,894],"secretref","sessionStorage",{"title":1502,"description":1503,"path":1504,"category":1505,"updatedAt":670,"sourceType":619,"tags":1506},"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",[1507,1508,1509,1256,1014],"debugging","debug","runtime-overrides",{"title":1511,"description":1512,"path":1513,"category":1414,"updatedAt":794,"sourceType":619,"tags":1514},"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",[1426,1515,1516,1508,1420],"logging","flags",{"title":1518,"description":1519,"path":1520,"category":1414,"updatedAt":794,"sourceType":619,"tags":1521},"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",[816,1522,1523,797,1420],"dmScope","identityLinks",{"title":1525,"description":1526,"path":1527,"category":1414,"updatedAt":794,"sourceType":619,"tags":1528},"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",[1256,1257,1426,1529,1420],"migrations",{"title":1531,"description":1532,"path":1533,"category":1414,"updatedAt":794,"sourceType":619,"tags":1534},"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",[1118,656,824,1535,1420],"shell",{"title":1537,"description":1538,"path":1539,"category":1414,"updatedAt":745,"sourceType":640,"tags":1540},"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",[1541,1332,867,1542,1334],"sources","trust",{"title":1544,"description":1545,"path":1546,"category":1414,"updatedAt":710,"sourceType":619,"tags":1547},"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",[643,1548,1077,1183,789],"rpc",{"title":1550,"description":1551,"path":1552,"category":1414,"updatedAt":794,"sourceType":619,"tags":1553},"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",[945,946,643,788,1420],{"title":1555,"description":1556,"path":1557,"category":1414,"updatedAt":1175,"sourceType":619,"tags":1558},"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",[816,643,760,700,1420],{"title":1560,"description":1561,"path":1562,"category":1414,"updatedAt":822,"sourceType":619,"tags":1563},"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",[643,1183,1564,1565,1420],"protocol","scopes",{"title":1567,"description":1568,"path":1569,"category":1414,"updatedAt":812,"sourceType":619,"tags":1570},"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",[815,1571,797,1031,964],"mention",{"title":1573,"description":1574,"path":1575,"category":1414,"updatedAt":822,"sourceType":619,"tags":1576},"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",[1230,1577,1578,1579,1420],"visibility","activeHours","alerts",{"title":1581,"description":1582,"path":1583,"category":1414,"updatedAt":812,"sourceType":619,"tags":1584},"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",[1177,1183,1585,643,1420],"sdk",{"title":1587,"description":1588,"path":1589,"category":1414,"updatedAt":812,"sourceType":619,"tags":1590},"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",[656,1591,1207,1592,1420],"include","arrays",{"title":1594,"description":1595,"path":1596,"category":1414,"updatedAt":794,"sourceType":619,"tags":1597},"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",[301,1598,920,690,1420],"invoke",{"title":1600,"description":1601,"path":1602,"category":1414,"updatedAt":822,"sourceType":619,"tags":1603},"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",[646,1604,1605,1606,1607,1420],"hybrid-search","ranking","mmr","retrieval",{"title":1609,"description":1610,"path":1611,"category":1414,"updatedAt":745,"sourceType":619,"tags":1612},"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",[753,1613,894,905,1420],"probe",{"title":1615,"description":1616,"path":1617,"category":1414,"updatedAt":1113,"sourceType":619,"tags":1618},"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",[945,946,1450,1619,1237],"credentials",{"title":1621,"description":1622,"path":1623,"category":1414,"updatedAt":745,"sourceType":619,"tags":1624},"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",[737,279,1625,1626,1334,1420],"npm","pin",{"title":1628,"description":1629,"path":1630,"category":1505,"updatedAt":710,"sourceType":619,"tags":1631},"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",[1507,1632,1014,905,977],"raw-stream",{"title":1634,"description":1635,"path":1636,"category":1414,"updatedAt":822,"sourceType":619,"tags":1637},"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",[712,1638,894,643,1420],"tlsFingerprint",{"title":1640,"description":1641,"path":1642,"category":1414,"updatedAt":822,"sourceType":619,"tags":1643},"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",[815,1644,1645,1646,1420],"mentions","pending-history","reply",{"title":1648,"description":1649,"path":1650,"category":1414,"updatedAt":794,"sourceType":619,"tags":1651},"SecretRefs 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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",[843,845,920,624,1347],{"title":2025,"description":2026,"path":2027,"category":1837,"date":639,"updatedAt":639,"sourceType":867,"source":2028,"tags":2029},"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",[1712,868,1840,1792],{"title":2031,"description":2032,"path":2033,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2034,"tags":2035},"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",[279,290,859,860,2036,851],"telemetry",{"title":2038,"description":2039,"path":2040,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2041,"tags":2042},"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",[1077,643,1548,789,663],{"title":2044,"description":2045,"path":2046,"category":1984,"date":794,"updatedAt":794,"sourceType":619,"source":2047,"tags":2048},"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",[656,1118,796,2049,663],"overrides",{"title":2051,"description":2052,"path":2053,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":1978,"tags":2054},"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",[1131,1132,933,646,2055],"continuity",{"title":2057,"description":2058,"path":2059,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2060,"tags":2061},"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",[876,700,1215,945,712],{"title":2063,"description":2064,"path":2065,"category":1984,"date":1175,"updatedAt":1175,"sourceType":619,"source":1998,"tags":2066},"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",[700,2067,1499,894,876],"bootstrap",{"title":2069,"description":2070,"path":2071,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":1998,"tags":2072},"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",[700,760,895,1499,797,2073],"web",{"title":2075,"description":2076,"path":2077,"category":1777,"date":639,"updatedAt":639,"sourceType":867,"source":2078,"tags":2079},"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",[653,290,868,1712],{"title":2081,"description":2082,"path":2083,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2084,"tags":2085},"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",[946,945,895,1250,2086],"rotate",{"title":2088,"description":2089,"path":2090,"category":1984,"date":794,"updatedAt":794,"sourceType":619,"source":2091,"tags":2092},"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",[1256,1426,1257,1507,663],{"title":2094,"description":2095,"path":2096,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2091,"tags":2097},"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 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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",[662,1714,690,1712],{"title":2116,"description":2117,"path":2118,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2119,"tags":2120},"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",[290,279,737,739,869],{"title":2122,"description":2123,"path":2124,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2125,"tags":2126},"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",[643,945,2127,895,788],"pending",{"title":2129,"description":2130,"path":2131,"category":1984,"date":1175,"updatedAt":1175,"sourceType":619,"source":2132,"tags":2133},"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",[643,816,760,700,2134],"state",{"title":2136,"description":2137,"path":2138,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2139,"tags":2140},"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",[2159,646,903,2196,2197],"vector-search","knowledge",{"title":2199,"description":2200,"path":2201,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2202,"tags":2203},"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",[1571,815,843,845,911],{"title":2205,"description":2206,"path":2207,"category":1984,"date":794,"updatedAt":794,"sourceType":619,"source":2208,"tags":2209},"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",[964,760,797,968,624],{"title":2211,"description":2212,"path":2213,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2041,"tags":2214},"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",[753,1613,905,894,1294],{"title":2216,"description":2217,"path":2218,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2219,"tags":2220},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1347,896,876,945,712],{"title":2234,"description":2235,"path":2236,"category":1984,"date":822,"updatedAt":822,"sourceType":619,"source":2237,"tags":2238},"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",[700,760,1183,1347,789],{"title":2240,"description":2241,"path":2242,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2084,"tags":2243},"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",[945,1450,624,1451,663],{"title":2245,"description":2246,"path":2247,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2248,"tags":2249},"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",[737,868,739,867,869],{"title":2251,"description":2252,"path":2253,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2254,"tags":2255},"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",[737,279,1625,1626,1334],{"title":2257,"description":2258,"path":2259,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2260,"tags":2261},"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",[1050,301,690,920,738],{"title":2263,"description":2264,"path":2265,"category":1984,"date":822,"updatedAt":822,"sourceType":619,"source":2266,"tags":2267},"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",[905,753,788,894,1056],{"title":2269,"description":2270,"path":2271,"category":1984,"date":822,"updatedAt":822,"sourceType":619,"source":2272,"tags":2273},"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",[905,1419,753,643,663],{"title":2275,"description":2276,"path":2277,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":1978,"tags":2278},"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",[1332,1333,1335,1334],{"title":2280,"description":2281,"path":2282,"category":1984,"date":794,"updatedAt":794,"sourceType":619,"source":1998,"tags":2283},"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",[700,945,788,712,1237],{"title":2285,"description":2286,"path":2287,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2288,"tags":2289},"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",[797,796,2290,624,798],"threads",{"title":2292,"description":2293,"path":2294,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2295,"tags":2296},"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",[1653,2297,2298,1652,663],"snapshot","rotation",{"title":2300,"description":2301,"path":2302,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2167,"tags":2303},"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",[816,664,1522,945,1373],{"title":2305,"description":2306,"path":2307,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2308,"tags":2309},"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",[664,1358,1360,1359,663],{"title":2311,"description":2312,"path":2313,"category":2314,"date":639,"updatedAt":639,"sourceType":867,"source":2315,"tags":2316},"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",[664,2317,977,662],"compliance",{"title":2319,"description":2320,"path":2321,"category":1984,"date":794,"updatedAt":794,"sourceType":619,"source":2295,"tags":2322},"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",[664,1652,920,2323,663],"proxy",{"title":2325,"description":2326,"path":2327,"category":1984,"date":1664,"updatedAt":1664,"sourceType":619,"source":2328,"tags":2329},"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",[816,1667,1132,1666,643],{"title":2331,"description":2332,"path":2333,"category":1984,"date":1664,"updatedAt":1664,"sourceType":619,"source":2334,"tags":2335},"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",[933,1077,1673,1358,663],{"title":2337,"description":2338,"path":2339,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2340,"tags":2341},"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",[664,1373,1374,2342,643],"sandbox",{"title":2344,"description":2345,"path":2346,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2157,"tags":2347},"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",[2159,867,843,290,691],{"title":2349,"description":2350,"path":2351,"category":1984,"date":822,"updatedAt":822,"sourceType":619,"source":2340,"tags":2352},"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",[1373,1523,814,797,664],{"title":2354,"description":2355,"path":2356,"category":1984,"date":1664,"updatedAt":1664,"sourceType":619,"source":2357,"tags":2358},"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",[1666,905,1692,1693,2359],"compatibility",{"title":2361,"description":2362,"path":2363,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2017,"tags":2364},"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",[1393,664,712,643,894],{"title":2366,"description":2367,"path":2368,"category":1984,"date":1175,"updatedAt":1175,"sourceType":619,"source":2132,"tags":2369},"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",[643,760,1177,1507,816],{"title":2371,"description":2372,"path":2373,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2374,"tags":2375},"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",[1741,1335,1438,643,2134],{"title":2377,"description":2378,"path":2379,"category":1984,"date":745,"updatedAt":745,"sourceType":619,"source":2380,"tags":2381},"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",[1405,1406,1407,1408,1409],{"title":2383,"description":2384,"path":2385,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":2157,"tags":2386},"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",[2159,888,2387,2388,903],"phone","tts",{"title":2390,"description":2391,"path":2392,"category":1984,"date":812,"updatedAt":812,"sourceType":619,"source":2393,"tags":2394},"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",[888,1163,1164,788,946],{"title":2396,"description":2397,"path":2398,"category":1777,"date":710,"updatedAt":710,"sourceType":619,"source":1998,"tags":2399},"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",[700,760,1183,876,2073],{"title":2401,"description":2402,"path":2403,"category":1984,"date":1175,"updatedAt":1175,"sourceType":619,"source":2404,"tags":2405},"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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