[{"data":1,"prerenderedAt":3134},["ShallowReactive",2],{"docs:reference/external-sources-and-trust-levels":3,"content-manifest":491},{"id":4,"title":5,"body":6,"category":473,"date":474,"description":475,"extension":476,"meta":477,"navigation":478,"path":479,"seo":480,"source":474,"sourceName":474,"sourceType":481,"stem":482,"tags":483,"updatedAt":489,"__hash__":490},"docs/docs/reference/external-sources-and-trust-levels.md","如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw",{"type":7,"value":8,"toc":454},"minimark",[9,13,21,24,28,31,36,39,52,55,80,110,114,116,127,129,151,154,165,168,172,174,185,190,227,230,241,244,258,261,272,276,278,289,292,301,304,307,310,313,327,331,342,345,356,359,362,374,377,388,391,401,414,417,431,434],[10,11,5],"h1",{"id":12},"如何结合官方文档github-和中文渠道跟踪-openclaw",[14,15,16,17,20],"p",{},"只看官方文档，信息往往不够快。",[18,19],"br",{},"\n只看社区文章，又容易把猜测当成结论。",[14,22,23],{},"更稳的做法不是在“官方”和“非官方”之间二选一，而是先分清每类来源解决什么问题，再决定哪些内容能写进中文文档，哪些只能作为观察。",[25,26,27],"h2",{"id":27},"一套更稳的来源分层",[14,29,30],{},"建议把你看到的资料分成四层：",[32,33,35],"h3",{"id":34},"第一层官方规范与当前推荐用法","第一层：官方规范与当前推荐用法",[14,37,38],{},"适合回答：",[40,41,42,46,49],"ul",{},[43,44,45],"li",{},"当前推荐怎么安装和配置",[43,47,48],{},"某个功能现在怎么命名",[43,50,51],{},"某个配置项、CLI、接口是否还有效",[14,53,54],{},"优先看这些入口：",[40,56,57,66,73],{},[43,58,59],{},[60,61,65],"a",{"href":62,"rel":63},"https://docs.openclaw.ai/",[64],"nofollow","OpenClaw Docs",[43,67,68],{},[60,69,72],{"href":70,"rel":71},"https://docs.openclaw.ai/start/getting-started",[64],"Get Started",[43,74,75],{},[60,76,79],{"href":77,"rel":78},"https://github.com/openclaw/openclaw/releases",[64],"GitHub Releases",[14,81,82,83,87,88,92,93,92,96,99,100,92,103,92,106,109],{},"截至 ",[84,85,86],"strong",{},"2026 年 3 月 24 日","，官方文档导航已经把 ",[89,90,91],"code",{},"GitHub","、",[89,94,95],{},"Releases",[89,97,98],{},"Discord"," 直接放在顶部，文档内部也能看到更细的技术参考页，例如 ",[89,101,102],{},"Usage Tracking",[89,104,105],{},"Release Policy",[89,107,108],{},"Onboarding Reference"," 等。这说明官方信息结构正在继续扩展，不再只是一套安装文档。",[25,111,113],{"id":112},"第二层github-上的真实变动与讨论上下文","第二层：GitHub 上的真实变动与讨论上下文",[14,115,38],{},[40,117,118,121,124],{},[43,119,120],{},"这次 release 到底改了什么",[43,122,123],{},"某个能力是不是刚加上",[43,125,126],{},"社区现在集中在讨论什么问题",[14,128,54],{},[40,130,131,137,144],{},[43,132,133],{},[60,134,136],{"href":77,"rel":135},[64],"openclaw/openclaw Releases",[43,138,139],{},[60,140,143],{"href":141,"rel":142},"https://github.com/openclaw/openclaw/issues",[64],"openclaw/openclaw Issues",[43,145,146],{},[60,147,150],{"href":148,"rel":149},"https://github.com/openclaw/openclaw/discussions",[64],"openclaw/openclaw Discussions",[14,152,153],{},"GitHub 的价值不只是版本号，而是能看到：",[40,155,156,159,162],{},[43,157,158],{},"功能是在 release 里成熟，还是还停留在 issue / PR 讨论",[43,160,161],{},"某个问题是不是高频出现",[43,163,164],{},"当前文档里没有写清楚的边界条件",[14,166,167],{},"如果中文站要补“升级提醒”“高频排错”“迁移注意事项”，GitHub 往往比单看 docs 更早给信号。",[25,169,171],{"id":170},"第三层中文教程站和社区整理","第三层：中文教程站和社区整理",[14,173,38],{},[40,175,176,179,182],{},[43,177,178],{},"中文用户现在更关心哪些能力",[43,180,181],{},"哪些渠道、模型和部署方式在中文环境里讨论更多",[43,183,184],{},"哪些概念容易被中文用户误解",[14,186,82,187,189],{},[84,188,86],{},"，我能稳定检索到、且页面公开可访问的中文补充来源主要包括：",[40,191,192,199,206,213,220],{},[43,193,194],{},[60,195,198],{"href":196,"rel":197},"https://openclawgithub.cc/guide/intro/",[64],"OpenClaw 中文教程：什么是 OpenClaw",[43,200,201],{},[60,202,205],{"href":203,"rel":204},"https://openclawgithub.cc/guide/channels/",[64],"OpenClaw 中文教程：渠道与路由",[43,207,208],{},[60,209,212],{"href":210,"rel":211},"https://openclawgithub.cc/guide/cheatsheet/",[64],"OpenClaw 中文教程：超级速查表",[43,214,215],{},[60,216,219],{"href":217,"rel":218},"https://zhuanlan.zhihu.com/p/2010319212640477442",[64],"知乎：OpenClaw 重大升级解读（2026-02-24）",[43,221,222],{},[60,223,226],{"href":224,"rel":225},"https://zhuanlan.zhihu.com/p/2008134705606837785",[64],"知乎：OpenClaw 最新动态解读",[14,228,229],{},"这类来源的价值不在于“更权威”，而在于：",[40,231,232,235,238],{},[43,233,234],{},"更接近中文用户的提问方式",[43,236,237],{},"会主动补国内使用场景，例如企业微信、微信、飞书、1Panel、云主机部署",[43,239,240],{},"更容易暴露中文用户最常混淆的概念",[14,242,243],{},"但这类来源更适合做：",[40,245,246,249,252,255],{},[43,247,248],{},"中文用法补充",[43,250,251],{},"场景整理",[43,253,254],{},"入口导航",[43,256,257],{},"高热问题观察",[14,259,260],{},"不适合直接当成：",[40,262,263,266,269],{},[43,264,265],{},"配置真值",[43,267,268],{},"安全结论",[43,270,271],{},"版本事实的唯一依据",[25,273,275],{"id":274},"第四层媒体报道与行业观察","第四层：媒体报道与行业观察",[14,277,38],{},[40,279,280,283,286],{},[43,281,282],{},"OpenClaw 当前在更广的开发者圈子里被怎么讨论",[43,284,285],{},"哪些变化已经开始影响生态认知",[43,287,288],{},"中文站是否需要补一页“背景说明”或“风险提醒”",[14,290,291],{},"比如：",[40,293,294],{},[43,295,296],{},[60,297,300],{"href":298,"rel":299},"https://economictimes.indiatimes.com/tech/artificial-intelligence/openclaw-unveils-clawhub-marketplace-draws-more-than-331000-stars-on-github/articleshow/129758087.cms",[64],"The Economic Times：ClawHub Marketplace 报道",[14,302,303],{},"这类来源能帮助判断某个能力是不是已经从“文档里的功能”变成“社区和媒体都在讨论的主题”，但不能直接代替产品文档。",[25,305,306],{"id":306},"什么信息可以写进中文文档",[14,308,309],{},"下面这些内容最适合吸收进站内文档：",[32,311,312],{"id":312},"可以直接沉淀",[40,314,315,318,321,324],{},[43,316,317],{},"官方文档已经明确的功能结构",[43,319,320],{},"release 已经写清的版本变化",[43,322,323],{},"GitHub 高频 issue 对应的排错路径",[43,325,326],{},"中文用户高频误区和阅读顺序建议",[32,328,330],{"id":329},"适合写成观察而不是结论","适合写成“观察”而不是“结论”",[40,332,333,336,339],{},[43,334,335],{},"某个渠道在中文环境里更常被提到",[43,337,338],{},"某类部署方式最近讨论热度更高",[43,340,341],{},"某篇社区文章提供了更顺手的中文解释",[32,343,344],{"id":344},"不适合直接写成结论",[40,346,347,350,353],{},[43,348,349],{},"未被官方确认的版本计划",[43,351,352],{},"只出现在个人文章中的参数、命令或兼容性判断",[43,354,355],{},"没有复现或官方说明支撑的安全结论",[25,357,358],{"id":358},"一套更实用的维护动作",[14,360,361],{},"如果你在维护中文站，建议每周至少做三件事：",[363,364,365,368,371],"ol",{},[43,366,367],{},"看一次官方 docs 导航和 GitHub Releases",[43,369,370],{},"看一次 GitHub Issues / Discussions 的高频主题",[43,372,373],{},"看一次中文教程站、知乎或社区文章有没有出现新的高频误区",[14,375,376],{},"然后把看到的内容分成三类处理：",[40,378,379,382,385],{},[43,380,381],{},"能确认的，补进长期文档",[43,383,384],{},"需要提醒的，写进新闻或更新说明",[43,386,387],{},"还只是观察的，先放在社区支持或维护记录里",[25,389,390],{"id":390},"关于微信公众号等中文渠道",[14,392,393,394,397,398,400],{},"这次整理时，我没有检索到",[84,395,396],{},"公开、稳定、可直接引用","的 OpenClaw 微信公众号文章页面。",[18,399],{},"\n因此本轮补充主要使用了：",[40,402,403,406,408,411],{},[43,404,405],{},"官方 docs",[43,407,91],{},[43,409,410],{},"公开可访问的中文教程站",[43,412,413],{},"知乎与媒体报道",[14,415,416],{},"如果后续出现可稳定访问的公众号文章，最适合优先补进的方向通常会是：",[40,418,419,422,425,428],{},[43,420,421],{},"国内部署与网络环境",[43,423,424],{},"企业微信 / 微信接入",[43,426,427],{},"中文团队协作案例",[43,429,430],{},"安全与权限配置提醒",[25,432,433],{"id":433},"下一步推荐",[40,435,436,442,448],{},[43,437,438],{},[60,439,441],{"href":440},"/docs/operations/release-tracking","如何持续跟踪 OpenClaw 更新",[43,443,444],{},[60,445,447],{"href":446},"/docs/reference/community","社区支持",[43,449,450],{},[60,451,453],{"href":452},"/docs/reference/troubleshooting","故障排除与诊断思路",{"title":455,"searchDepth":456,"depth":456,"links":457},"",2,[458,462,463,464,465,470,471,472],{"id":27,"depth":456,"text":27,"children":459},[460],{"id":34,"depth":461,"text":35},3,{"id":112,"depth":456,"text":113},{"id":170,"depth":456,"text":171},{"id":274,"depth":456,"text":275},{"id":306,"depth":456,"text":306,"children":466},[467,468,469],{"id":312,"depth":461,"text":312},{"id":329,"depth":461,"text":330},{"id":344,"depth":461,"text":344},{"id":358,"depth":456,"text":358},{"id":390,"depth":456,"text":390},{"id":433,"depth":456,"text":433},"参考",null,"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。","md",{},true,"/docs/reference/external-sources-and-trust-levels",{"title":5,"description":475},"internal","docs/reference/external-sources-and-trust-levels",[484,485,486,487,488],"sources","release","community","trust","updates","2026-03-24","Nu-f45Litxd9e0ySEFn-LtktmvAX1MAHYzlF2uDS4cw",{"generatedAt":492,"collections":493,"totals":3132},"2026-10-19T07:16:28.294Z",{"docs":494,"news":1714,"bestPractices":2473},{"count":495,"items":496},171,[497,510,521,530,540,545,550,557,565,573,582,589,598,607,616,622,629,635,642,649,660,668,676,686,696,705,714,723,731,738,743,751,760,768,776,784,789,796,803,811,818,827,833,843,849,854,862,869,874,884,893,901,909,916,924,930,935,941,950,955,960,969,976,988,994,1002,1009,1014,1021,1029,1036,1041,1047,1054,1060,1070,1076,1085,1094,1100,1105,1110,1118,1125,1131,1138,1146,1153,1160,1169,1177,1184,1191,1197,1204,1210,1219,1225,1232,1237,1246,1253,1261,1270,1277,1284,1290,1296,1302,1307,1315,1322,1329,1336,1342,1349,1354,1364,1374,1380,1386,1391,1397,1403,1410,1417,1424,1431,1438,1443,1449,1456,1465,1472,1479,1485,1491,1493,1499,1504,1509,1516,1522,1530,1536,1543,1549,1558,1564,1570,1577,1583,1589,1597,1604,1609,1617,1623,1629,1636,1643,1646,1653,1662,1669,1675,1682,1688,1694,1700,1709],{"title":498,"description":499,"path":500,"category":501,"updatedAt":502,"sourceType":481,"tags":503},"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",[504,505,506,507,508,509],"concepts","gateway","agent","channels","tools","memory",{"title":511,"description":512,"path":513,"category":501,"updatedAt":514,"sourceType":481,"tags":515},"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",[516,517,518,519,520],"developers","teams","architecture","configuration","skills",{"title":522,"description":523,"path":524,"category":501,"updatedAt":514,"sourceType":481,"tags":525},"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",[526,527,505,528,529],"enterprise","operations","security","upgrades",{"title":531,"description":532,"path":533,"category":501,"updatedAt":534,"sourceType":535,"tags":536},"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","official",[506,537,538,539],"quickstart","tutorial","basics",{"title":541,"description":542,"path":543,"category":501,"updatedAt":534,"sourceType":535,"tags":544},"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",[507,537,538,539],{"title":546,"description":547,"path":548,"category":501,"updatedAt":534,"sourceType":535,"tags":549},"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",[520,537,538,539],{"title":551,"description":552,"path":553,"category":501,"updatedAt":534,"sourceType":535,"tags":554},"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",[555,556,537,538],"workflow","automation",{"title":558,"description":559,"path":560,"category":501,"updatedAt":534,"sourceType":535,"tags":561},"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",[537,562,563,564],"installation","onboarding","dashboard",{"title":566,"description":567,"path":568,"category":501,"updatedAt":569,"sourceType":535,"tags":570},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide","2026-03-11",[563,571,572,505],"daemon","setup",{"title":574,"description":575,"path":576,"category":501,"updatedAt":577,"sourceType":535,"tags":578},"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",[563,579,580,505,581],"remote","local","wizard",{"title":583,"description":584,"path":585,"category":501,"updatedAt":514,"sourceType":481,"tags":586},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[587,588,564,507,520],"personal","getting-started",{"title":590,"description":591,"path":592,"category":593,"updatedAt":569,"sourceType":535,"tags":594},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[595,596,597,563],"reading-path","overview","docs",{"title":599,"description":600,"path":601,"category":602,"updatedAt":603,"sourceType":535,"tags":604},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[596,605,507,606],"self-hosted","assistant",{"title":608,"description":609,"path":610,"category":501,"updatedAt":514,"sourceType":481,"tags":611},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1347,1175,1348,695,505,528],{"title":1355,"description":1356,"path":1357,"category":1157,"updatedAt":489,"sourceType":535,"tags":1358},"stable、beta、dev 更新通道该怎么选","基于最新官方 update CLI 与 Updating 文档，解释 OpenClaw 的 stable、beta、dev 三条更新轨道、auto-updater 行为和更适合的长期 rollout 顺序。","/docs/operations/update-channels-and-safe-rollout",[1359,507,1360,1361,1362,1363],"update","stable","beta","dev","rollout",{"title":1365,"description":1366,"path":1367,"category":473,"updatedAt":728,"sourceType":535,"tags":1368},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback",[1369,1370,1371,1372,1373],"anthropic","429","context1m","failover","reference",{"title":1375,"description":1376,"path":1377,"category":473,"updatedAt":569,"sourceType":535,"tags":1378},"API 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1069,519,730,1490,1373],"shell",{"title":5,"description":475,"path":479,"category":473,"updatedAt":489,"sourceType":481,"tags":1492},[484,485,486,487,488],{"title":1494,"description":1495,"path":1496,"category":473,"updatedAt":577,"sourceType":535,"tags":1497},"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",[505,1498,685,1143,675],"rpc",{"title":1500,"description":1501,"path":1502,"category":473,"updatedAt":700,"sourceType":535,"tags":1503},"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",[860,861,505,674,1373],{"title":1505,"description":1506,"path":1507,"category":473,"updatedAt":1135,"sourceType":535,"tags":1508},"Gateway 为什么是 session 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的文档更新，正在把自动化问题从“感觉没触发”收敛成更可观测的几层：调度、入队、运行结果、可见性与时间窗口。","/news/openclaw-automation-ops-ladder-watch-2026-03-29","https://docs.openclaw.ai/automation/troubleshooting",[556,1189,683,1635,527],{"title":1951,"description":1952,"path":1953,"category":1927,"date":680,"updatedAt":680,"sourceType":535,"source":1954,"tags":1955},"OpenClaw 正在把 /tasks 做成后台工作总账本，而不是聊天里的附属提示","官方近期补全的 Background Tasks 与 tasks CLI 文档，说明 OpenClaw 的后台任务体系已经从隐式执行，转向更正式的 ledger、审计和清理模型。","/news/openclaw-background-tasks-watch-2026-04-30","https://docs.openclaw.ai/automation/tasks",[682,556,683,684,1312,527],{"title":1957,"description":1958,"path":1959,"category":1927,"date":680,"updatedAt":680,"sourceType":535,"source":1960,"tags":1961},"OpenClaw 的 Amazon Bedrock 接入开始把 Guardrails 正式推到 provider 层","官方近期完善的 Amazon Bedrock 文档，把 AWS credential chain、自动发现和 Guardrails 全部写到了同一页里，说明 Bedrock 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[685,505,1498,675,527],{"title":1999,"description":2000,"path":2001,"category":1927,"date":700,"updatedAt":700,"sourceType":535,"source":2002,"tags":2003},"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",[519,1069,702,2004,527],"overrides",{"title":2006,"description":2007,"path":2008,"category":1721,"date":577,"updatedAt":577,"sourceType":535,"source":77,"tags":2009},"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 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开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[516,520,773,1659],{"title":2035,"description":2036,"path":2037,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2038,"tags":2039},"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",[861,860,801,1209,2040],"rotate",{"title":2042,"description":2043,"path":2044,"category":1927,"date":700,"updatedAt":700,"sourceType":535,"source":2045,"tags":2046},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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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",[505,860,2087,801,674],"pending",{"title":2089,"description":2090,"path":2091,"category":1927,"date":1135,"updatedAt":1135,"sourceType":535,"source":2092,"tags":2093},"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",[505,722,634,564,2094],"state",{"title":2096,"description":2097,"path":2098,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2099,"tags":2100},"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",[2119,509,809,2156,2157],"vector-search","knowledge",{"title":2159,"description":2160,"path":2161,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2162,"tags":2163},"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",[1521,721,748,750,816],{"title":2165,"description":2166,"path":2167,"category":1927,"date":700,"updatedAt":700,"sourceType":535,"source":2168,"tags":2169},"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",[879,634,703,883,507],{"title":2171,"description":2172,"path":2173,"category":1927,"date":489,"updatedAt":489,"sourceType":535,"source":1996,"tags":2174},"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",[627,1563,693,695,1252],{"title":2176,"description":2177,"path":2178,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2179,"tags":2180},"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",[674,859,505,860,861],{"title":2182,"description":2183,"path":2184,"category":1721,"date":577,"updatedAt":577,"sourceType":535,"source":2185,"tags":2186},"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",[563,1706,987,1707,1289],{"title":2188,"description":2189,"path":2190,"category":1927,"date":1135,"updatedAt":1135,"sourceType":535,"source":2015,"tags":2191},"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",[1301,802,781,860,579],{"title":2193,"description":2194,"path":2195,"category":1927,"date":728,"updatedAt":728,"sourceType":535,"source":2196,"tags":2197},"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",[564,634,1143,1301,675],{"title":2199,"description":2200,"path":2201,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2038,"tags":2202},"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",[860,1408,507,1409,527],{"title":2204,"description":2205,"path":2206,"category":1721,"date":577,"updatedAt":577,"sourceType":535,"source":2207,"tags":2208},"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",[612,773,614,486,774],{"title":2210,"description":2211,"path":2212,"category":1927,"date":489,"updatedAt":489,"sourceType":535,"source":2213,"tags":2214},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[693,627,674,695,993],{"title":2228,"description":2229,"path":2230,"category":1927,"date":728,"updatedAt":728,"sourceType":535,"source":2231,"tags":2232},"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",[693,1372,627,505,527],{"title":2234,"description":2235,"path":2236,"category":1721,"date":577,"updatedAt":577,"sourceType":535,"source":77,"tags":2237},"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",[485,1288,1289,488],{"title":2239,"description":2240,"path":2241,"category":1927,"date":700,"updatedAt":700,"sourceType":535,"source":1941,"tags":2242},"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",[564,860,674,579,1196],{"title":2244,"description":2245,"path":2246,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2247,"tags":2248},"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",[703,702,2249,507,704],"threads",{"title":2251,"description":2252,"path":2253,"category":1927,"date":680,"updatedAt":680,"sourceType":535,"source":2254,"tags":2255},"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",[1034,921,1035,605,508],{"title":2257,"description":2258,"path":2259,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2260,"tags":2261},"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",[1603,2262,2263,1602,527],"snapshot","rotation",{"title":2265,"description":2266,"path":2267,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2127,"tags":2268},"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",[722,528,1477,860,1327],{"title":2270,"description":2271,"path":2272,"category":1927,"date":489,"updatedAt":489,"sourceType":535,"source":2273,"tags":2274},"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",[528,1312,1314,1313,527],{"title":2276,"description":2277,"path":2278,"category":2279,"date":502,"updatedAt":502,"sourceType":486,"source":2280,"tags":2281},"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",[528,2282,892,526],"compliance",{"title":2284,"description":2285,"path":2286,"category":1927,"date":700,"updatedAt":700,"sourceType":535,"source":2260,"tags":2287},"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",[528,1602,826,2288,527],"proxy",{"title":2290,"description":2291,"path":2292,"category":1927,"date":1613,"updatedAt":1613,"sourceType":535,"source":2293,"tags":2294},"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",[722,1616,1092,1615,505],{"title":2296,"description":2297,"path":2298,"category":1927,"date":1613,"updatedAt":1613,"sourceType":535,"source":2299,"tags":2300},"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",[659,685,1622,1312,527],{"title":2302,"description":2303,"path":2304,"category":1927,"date":718,"updatedAt":718,"sourceType":535,"source":2305,"tags":2306},"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",[528,1327,1328,2307,505],"sandbox",{"title":2309,"description":2310,"path":2311,"category":1721,"date":577,"updatedAt":577,"sourceType":535,"source":2117,"tags":2312},"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",[2119,486,748,520,556],{"title":2314,"description":2315,"path":2316,"category":1927,"date":728,"updatedAt":728,"sourceType":535,"source":2305,"tags":2317},"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 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