[{"data":1,"prerenderedAt":3269},["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":3267},"2026-10-19T07:16:28.294Z",{"docs":631,"news":1849,"bestPractices":2608},{"count":632,"items":633},171,[634,647,657,666,675,680,685,692,700,706,715,722,730,732,741,748,755,761,768,773,784,792,800,810,820,829,838,847,855,862,867,875,883,891,900,908,913,918,925,933,940,949,955,965,971,976,984,991,996,1006,1015,1023,1031,1038,1046,1052,1057,1063,1072,1077,1082,1091,1097,1109,1115,1123,1130,1135,1142,1150,1157,1162,1168,1175,1181,1191,1197,1206,1215,1221,1226,1231,1239,1246,1252,1259,1267,1274,1281,1290,1298,1305,1312,1318,1325,1331,1340,1346,1353,1358,1367,1374,1382,1391,1398,1405,1415,1421,1427,1432,1440,1447,1454,1461,1467,1474,1479,1489,1500,1506,1512,1517,1523,1529,1536,1543,1550,1559,1566,1571,1577,1584,1593,1600,1607,1613,1619,1626,1632,1637,1642,1649,1655,1663,1669,1676,1682,1691,1697,1703,1710,1716,1722,1730,1737,1742,1750,1756,1762,1769,1776,1781,1788,1797,1804,1810,1817,1823,1829,1835,1844],{"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","2026-05-26",[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":670,"sourceType":619,"tags":696},"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",[672,697,698,699],"installation","onboarding","dashboard",{"title":589,"description":701,"path":588,"category":638,"updatedAt":702,"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。","2026-03-11",[698,704,705,643],"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",[698,712,713,643,714],"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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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",[643,982,2222,923,798],"pending",{"title":2224,"description":2225,"path":2226,"category":2062,"date":1256,"updatedAt":1256,"sourceType":619,"source":2227,"tags":2228},"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",[643,846,760,699,2229],"state",{"title":2231,"description":2232,"path":2233,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2234,"tags":2235},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[656,1674,1288,1675,663],{"title":2249,"description":2250,"path":2251,"category":1856,"date":710,"updatedAt":710,"sourceType":619,"source":2252,"tags":2253},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2254,1796,2255,2256,2257],"showcase","home-assistant","nix","infrastructure",{"title":2259,"description":2260,"path":2261,"category":2062,"date":824,"updatedAt":824,"sourceType":619,"source":2262,"tags":2263},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2254,646,931,2291,2292],"vector-search","knowledge",{"title":2294,"description":2295,"path":2296,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2297,"tags":2298},"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",[1654,845,872,874,938],{"title":2300,"description":2301,"path":2302,"category":2062,"date":824,"updatedAt":824,"sourceType":619,"source":2303,"tags":2304},"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",[1001,760,827,1005,624],{"title":2306,"description":2307,"path":2308,"category":2062,"date":745,"updatedAt":745,"sourceType":619,"source":2131,"tags":2309},"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",[753,1696,817,819,1373],{"title":2311,"description":2312,"path":2313,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2314,"tags":2315},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[798,981,643,982,983],{"title":2317,"description":2318,"path":2319,"category":1856,"date":710,"updatedAt":710,"sourceType":619,"source":2320,"tags":2321},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[698,1841,1108,1842,1414],{"title":2323,"description":2324,"path":2325,"category":2062,"date":1256,"updatedAt":1256,"sourceType":619,"source":2150,"tags":2326},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1426,924,905,982,712],{"title":2328,"description":2329,"path":2330,"category":2062,"date":852,"updatedAt":852,"sourceType":619,"source":2331,"tags":2332},"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",[699,760,1264,1426,799],{"title":2334,"description":2335,"path":2336,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2173,"tags":2337},"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",[982,1534,624,1535,663],{"title":2339,"description":2340,"path":2341,"category":1856,"date":710,"updatedAt":710,"sourceType":619,"source":2342,"tags":2343},"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",[737,897,739,896,898],{"title":2345,"description":2346,"path":2347,"category":2062,"date":745,"updatedAt":745,"sourceType":619,"source":2348,"tags":2349},"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",[737,279,1708,1709,1413],{"title":2351,"description":2352,"path":2353,"category":2062,"date":745,"updatedAt":745,"sourceType":619,"source":2354,"tags":2355},"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",[1096,301,690,948,738],{"title":2357,"description":2358,"path":2359,"category":2062,"date":852,"updatedAt":852,"sourceType":619,"source":2360,"tags":2361},"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",[817,753,798,819,1114],{"title":2363,"description":2364,"path":2365,"category":2062,"date":852,"updatedAt":852,"sourceType":619,"source":2366,"tags":2367},"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",[817,1498,753,643,663],{"title":2369,"description":2370,"path":2371,"category":1856,"date":710,"updatedAt":710,"sourceType":619,"source":2050,"tags":2372},"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",[1411,1412,1414,1413],{"title":2374,"description":2375,"path":2376,"category":2062,"date":824,"updatedAt":824,"sourceType":619,"source":2076,"tags":2377},"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",[699,982,798,712,1317],{"title":2379,"description":2380,"path":2381,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2382,"tags":2383},"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",[827,826,2384,624,828],"threads",{"title":2386,"description":2387,"path":2388,"category":2062,"date":804,"updatedAt":804,"sourceType":619,"source":2389,"tags":2390},"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",[1155,1043,1156,623,645],{"title":2392,"description":2393,"path":2394,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2395,"tags":2396},"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",[1736,2397,2398,1735,663],"snapshot","rotation",{"title":2400,"description":2401,"path":2402,"category":2062,"date":842,"updatedAt":842,"sourceType":619,"source":2262,"tags":2403},"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",[846,664,1605,982,1452],{"title":2405,"description":2406,"path":2407,"category":2062,"date":745,"updatedAt":745,"sourceType":619,"source":2408,"tags":2409},"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",[664,1437,1439,1438,663],{"title":2411,"description":2412,"path":2413,"category":2414,"date":639,"updatedAt":639,"sourceType":896,"source":2415,"tags":2416},"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",[664,2417,1014,662],"compliance",{"title":2419,"description":2420,"path":2421,"category":2062,"date":824,"updatedAt":824,"sourceType":619,"source":2395,"tags":2422},"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",[664,1735,948,2423,663],"proxy",{"title":2425,"description":2426,"path":2427,"category":2062,"date":1746,"updatedAt":1746,"sourceType":619,"source":2428,"tags":2429},"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 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