[{"data":1,"prerenderedAt":3180},["ShallowReactive",2],{"docs:manual/providers-and-fallback":3,"content-manifest":672},{"id":4,"title":5,"body":6,"category":653,"date":654,"description":655,"extension":656,"meta":657,"navigation":658,"path":659,"seo":660,"source":661,"sourceName":662,"sourceType":663,"stem":664,"tags":665,"updatedAt":670,"__hash__":671},"docs/docs/manual/providers-and-fallback.md","模型提供商与故障转移",{"type":7,"value":8,"toc":634},"minimark",[9,12,16,21,24,106,109,126,129,133,136,195,198,224,227,230,234,237,245,248,251,265,268,272,275,278,292,296,304,307,318,321,325,328,331,345,348,352,355,358,372,375,379,382,385,399,402,405,409,412,427,430,434,437,448,452,455,487,491,494,497,505,508,526,529,534,537,547,550,554,557,565,568,570,580,583,587,590,601,604,630],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"本站已经有“模型怎么选”的中文说明，但对官方 provider 体系、模型命名方式和 fallback 机制还不够完整。官方中文站现在把 providers 作为一个独立总入口，这说明模型问题在 OpenClaw 里不只是“选哪家强”，而是正式的系统配置层。",[17,18,20],"h2",{"id":19},"openclaw-的模型写法是什么","OpenClaw 的模型写法是什么",[13,22,23],{},"官方文档给出的默认模型写法是：",[25,26,31],"pre",{"className":27,"code":28,"language":29,"meta":30,"style":30},"language-json shiki shiki-themes github-light github-dark","{\n  \"agents\": {\n    \"defaults\": {\n      \"model\": {\n        \"primary\": \"anthropic/claude-opus-4-5\"\n      }\n    }\n  }\n}\n","json","",[32,33,34,43,53,61,69,82,88,94,100],"code",{"__ignoreMap":30},[35,36,39],"span",{"class":37,"line":38},"line",1,[35,40,42],{"class":41},"sVt8B","{\n",[35,44,46,50],{"class":37,"line":45},2,[35,47,49],{"class":48},"sj4cs","  \"agents\"",[35,51,52],{"class":41},": {\n",[35,54,56,59],{"class":37,"line":55},3,[35,57,58],{"class":48},"    \"defaults\"",[35,60,52],{"class":41},[35,62,64,67],{"class":37,"line":63},4,[35,65,66],{"class":48},"      \"model\"",[35,68,52],{"class":41},[35,70,72,75,78],{"class":37,"line":71},5,[35,73,74],{"class":48},"        \"primary\"",[35,76,77],{"class":41},": ",[35,79,81],{"class":80},"sZZnC","\"anthropic/claude-opus-4-5\"\n",[35,83,85],{"class":37,"line":84},6,[35,86,87],{"class":41},"      }\n",[35,89,91],{"class":37,"line":90},7,[35,92,93],{"class":41},"    }\n",[35,95,97],{"class":37,"line":96},8,[35,98,99],{"class":41},"  }\n",[35,101,103],{"class":37,"line":102},9,[35,104,105],{"class":41},"}\n",[13,107,108],{},"它的核心规则很简单：",[110,111,112,120,123],"ul",{},[113,114,115,116,119],"li",{},"使用 ",[32,117,118],{},"provider/model"," 形式",[113,121,122],{},"先认证 provider",[113,124,125],{},"再把默认模型指到对应 provider 下的具体模型",[13,127,128],{},"这比只写“模型名”更稳，因为它把提供商边界写明了。",[17,130,132],{"id":131},"官方-provider-范围比很多人想象的大","官方 provider 范围比很多人想象的大",[13,134,135],{},"根据官方中文 providers 页面截至 2026 年 3 月 17 日的目录，OpenClaw 不只是支持少数几家常见云模型。页面里明确列出的包括：",[110,137,138,141,144,147,150,153,156,159,162,165,168,171,174,177,180,183,186,189,192],{},[113,139,140],{},"Anthropic",[113,142,143],{},"Amazon Bedrock",[113,145,146],{},"Claude Max API 代理（社区工具）",[113,148,149],{},"Deepgram（转录）",[113,151,152],{},"GitHub Copilot",[113,154,155],{},"GLM Models",[113,157,158],{},"MiniMax",[113,160,161],{},"Moonshot AI",[113,163,164],{},"OpenCode",[113,166,167],{},"Ollama",[113,169,170],{},"OpenAI",[113,172,173],{},"OpenRouter",[113,175,176],{},"Qianfan",[113,178,179],{},"Qwen",[113,181,182],{},"Synthetic",[113,184,185],{},"Venice AI",[113,187,188],{},"Vercel AI Gateway",[113,190,191],{},"Xiaomi MiMo",[113,193,194],{},"Z.AI",[13,196,197],{},"而当前 providers 列表里还额外出现了：",[110,199,200,203,206,209,212,215,218,221],{},[113,201,202],{},"Cloudflare AI Gateway",[113,204,205],{},"Hugging Face",[113,207,208],{},"Kilocode",[113,210,211],{},"LiteLLM",[113,213,214],{},"Mistral",[113,216,217],{},"NVIDIA",[113,219,220],{},"Together AI",[113,222,223],{},"vLLM",[13,225,226],{},"还有专门的转录提供商，例如 Deepgram。",[13,228,229],{},"这意味着“接 provider”本身已经是一个正式能力面，而不是第三方折腾。",[17,231,233],{"id":232},"官方现在把统一网关型-provider单独做出来了","官方现在把“统一网关型 provider”单独做出来了",[13,235,236],{},"最新 providers 页里已经不只是列 API 厂商，而是把下面这些也单独列入正式路径：",[110,238,239,241,243],{},[113,240,211],{},[113,242,202],{},[113,244,188],{},[13,246,247],{},"这说明 OpenClaw 已经把“上游模型厂商”和“统一网关/路由层”都当成正式 provider 入口来处理。",[13,249,250],{},"对长期运行来说，这特别有意义，因为它让你可以把：",[110,252,253,256,259,262],{},[113,254,255],{},"成本统计",[113,257,258],{},"路由",[113,260,261],{},"缓存",[113,263,264],{},"多上游切换",[13,266,267],{},"放到更清晰的一层里理解。",[17,269,271],{"id":270},"官方对-venice-的定位仍然很明确","官方对 Venice 的定位仍然很明确",[13,273,274],{},"中文 provider 文档里把 Venice 单独做了亮点推荐，用于隐私优先推理，并给出了默认模型和更强组合。",[13,276,277],{},"这说明官方并不只在推 OpenAI 或 Anthropic，而是在强调不同 provider 适合不同目标：",[110,279,280,283,286,289],{},[113,281,282],{},"隐私",[113,284,285],{},"成本",[113,287,288],{},"稳定性",[113,290,291],{},"本地化或区域可达性",[17,293,295],{"id":294},"transcription-provider-现在也不该和聊天-provider-混着理解","Transcription provider 现在也不该和聊天 provider 混着理解",[13,297,298,299,303],{},"截至 2026 年 3 月 17 日，官方 providers 总页已经把 ",[300,301,302],"strong",{},"Deepgram"," 单独列到“转录提供商”部分。",[13,305,306],{},"这意味着：",[110,308,309,312,315],{},[113,310,311],{},"聊天主模型 provider 是一层",[113,313,314],{},"embeddings / memory 可能是另一层",[113,316,317],{},"音频转录 provider 又是另一层",[13,319,320],{},"所以“我已经配好了模型”并不等于“语音 / 转录 / 记忆相关 provider 都已经完整配置”。",[17,322,324],{"id":323},"为什么-fallback-应该被当成正式配置","为什么 fallback 应该被当成正式配置",[13,326,327],{},"虽然 provider 总览页更偏目录，但结合官方其他文档可以看出，长期运行环境里默认只依赖一个 provider 风险很高。",[13,329,330],{},"更适合的理解方式是：",[110,332,333,339],{},[113,334,335,338],{},[32,336,337],{},"primary"," 负责主路径",[113,340,341,344],{},[32,342,343],{},"fallback"," 负责 provider 波动、限速或临时不可用时的兜底",[13,346,347],{},"尤其在真实渠道已经接入时，fallback 不是锦上添花，而是减少单点故障的基本手段。",[17,349,351],{"id":350},"本地-ollama-在体系里是什么角色","本地 Ollama 在体系里是什么角色",[13,353,354],{},"官方把 Ollama 放进正式 provider 目录里，这一点很重要。它说明本地模型不是“站外玩法”，而是官方认可的提供商路径之一。",[13,356,357],{},"更适合本地模型的场景通常是：",[110,359,360,363,366,369],{},[113,361,362],{},"实验",[113,364,365],{},"隐私敏感任务",[113,367,368],{},"预算有限时的补充",[113,370,371],{},"某些低风险离线路径",[13,373,374],{},"但如果你需要稳定工具调用和长期高质量主会话，仍然更适合保留一个稳定云端主 provider。",[17,376,378],{"id":377},"provider-认证和聊天授权不要混淆","Provider 认证和聊天授权不要混淆",[13,380,381],{},"官方其他页面已经多次体现出一条边界：聊天能用，不代表所有 provider 相关能力都自动可用。",[13,383,384],{},"例如：",[110,386,387,390,393,396],{},[113,388,389],{},"聊天主模型认证",[113,391,392],{},"embeddings 认证",[113,394,395],{},"转录 provider",[113,397,398],{},"远程或代理 provider",[13,400,401],{},"都可能是分开的，而且最新官方目录已经用页面结构把这件事表现得更清楚了。",[13,403,404],{},"所以“已经能聊天了”不等于“记忆搜索、本地转录和 fallback 都配置好了”。",[17,406,408],{"id":407},"更稳的-provider-配置顺序","更稳的 provider 配置顺序",[13,410,411],{},"如果你准备做长期运行，建议按这个顺序：",[413,414,415,418,421,424],"ol",{},[113,416,417],{},"先选一个主 provider",[113,419,420],{},"确认认证和默认模型都正常",[113,422,423],{},"再加一个 fallback",[113,425,426],{},"最后再补本地模型或区域性 provider",[13,428,429],{},"不要一开始就把很多 provider 一起堆上去，否则排错会非常痛苦。",[17,431,433],{"id":432},"中文站建议怎么理解-provider-页面","中文站建议怎么理解 provider 页面",[13,435,436],{},"官方 provider 总页更像一个“能力目录”，不是最终配置教程。更适合的使用方式是：",[413,438,439,442,445],{},[113,440,441],{},"先从总页确认支持哪些 provider",[113,443,444],{},"再按你所在地区、预算和任务类型选几家",[113,446,447],{},"最后再回到本站的模型策略文档做主力/fallback 设计",[17,449,451],{"id":450},"一个更贴近-2026-年-3-月官方目录的理解方式","一个更贴近 2026 年 3 月官方目录的理解方式",[13,453,454],{},"如果你要快速给当前 provider 体系分层，可以这样看：",[110,456,457,463,469,475,481],{},[113,458,459,462],{},[300,460,461],{},"直接上游","：Anthropic、OpenAI、Moonshot、MiniMax、Qwen、GLM、Z.AI、Xiaomi 等",[113,464,465,468],{},[300,466,467],{},"统一网关","：LiteLLM、Cloudflare AI Gateway、Vercel AI Gateway、OpenRouter",[113,470,471,474],{},[300,472,473],{},"本地 / 自托管","：Ollama、vLLM",[113,476,477,480],{},[300,478,479],{},"补充能力","：Deepgram 这类转录 provider",[113,482,483,486],{},[300,484,485],{},"社区或兼容层","：Claude Max API Proxy、Synthetic 等",[17,488,490],{"id":489},"_2026-年-3-月-24-日的中文-provider-观察","2026 年 3 月 24 日的中文 provider 观察",[13,492,493],{},"近期公开可访问的中文教程站和社区文章，在介绍 provider 时有一个很明显的倾向：会优先强调国内可用、中文能力和本地模型，而不是完整覆盖官方 provider 目录。",[13,495,496],{},"这对第一次入门很友好，但也容易让人忽略两件事：",[110,498,499,502],{},[113,500,501],{},"OpenClaw 的 provider 体系其实比中文文章里常出现的几家更大",[113,503,504],{},"provider 页面本质上是“能力目录”，不是最终选型答案",[13,506,507],{},"这轮整理时重点参考了：",[110,509,510,519],{},[113,511,512],{},[513,514,518],"a",{"href":515,"rel":516},"https://openclawgithub.cc/en/",[517],"nofollow","OpenClaw 中文教程首页",[113,520,521],{},[513,522,525],{"href":523,"rel":524},"https://docs.openclaw.ai/qianfan",[517],"Qianfan Provider Guide",[13,527,528],{},"结合官方资料和中文外部资料，当前更值得长期保留的判断有三条：",[530,531,533],"h3",{"id":532},"_1-中文资料更常提到的-provider不一定就是唯一值得看的-provider","1. 中文资料更常提到的 provider，不一定就是唯一值得看的 provider",[13,535,536],{},"Moonshot、Qwen、Qianfan、Ollama 在中文环境里确实更常被讨论，但这不代表：",[110,538,539,541,543,545],{},[113,540,173],{},[113,542,211],{},[113,544,202],{},[113,546,188],{},[13,548,549],{},"这类更偏路由层和统一网关层的 provider 就不重要。",[530,551,553],{"id":552},"_2-中文团队更适合先分直连上游和统一网关","2. 中文团队更适合先分“直连上游”和“统一网关”",[13,555,556],{},"如果你要的是：",[110,558,559,562],{},[113,560,561],{},"简单接入",[113,563,564],{},"尽快跑通",[13,566,567],{},"那直连上游 provider 更直观。",[13,569,556],{},[110,571,572,575,577],{},[113,573,574],{},"成本治理",[113,576,264],{},[113,578,579],{},"更统一的入口",[13,581,582],{},"那统一网关型 provider 反而更值得早点考虑。",[530,584,586],{"id":585},"_3-provider-页更适合先用来缩小范围再回到策略文档决策","3. provider 页更适合先用来缩小范围，再回到策略文档决策",[13,588,589],{},"更稳的顺序通常是：",[413,591,592,595,598],{},[113,593,594],{},"先从 provider 总览确认可选范围",[113,596,597],{},"再按区域、预算和组织条件缩小到几类",[113,599,600],{},"最后回到模型策略文档决定主力、fallback 和本地补位",[17,602,603],{"id":603},"下一步推荐",[110,605,606,612,618,624],{},[113,607,608],{},[513,609,611],{"href":610},"/docs/manual/models-overview","OpenClaw 的 Models 应该怎么理解",[113,613,614],{},[513,615,617],{"href":616},"/docs/operations/model-strategy-and-cost","模型选型与成本控制",[113,619,620],{},[513,621,623],{"href":622},"/docs/manual/memory-search-and-indexing","记忆搜索与索引机制",[113,625,626],{},[513,627,629],{"href":628},"/docs/operations/gateway-operations","Gateway 运维与日常检查",[631,632,633],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":30,"searchDepth":45,"depth":45,"links":635},[636,637,638,639,640,641,642,643,644,645,646,647,652],{"id":19,"depth":45,"text":20},{"id":131,"depth":45,"text":132},{"id":232,"depth":45,"text":233},{"id":270,"depth":45,"text":271},{"id":294,"depth":45,"text":295},{"id":323,"depth":45,"text":324},{"id":350,"depth":45,"text":351},{"id":377,"depth":45,"text":378},{"id":407,"depth":45,"text":408},{"id":432,"depth":45,"text":433},{"id":450,"depth":45,"text":451},{"id":489,"depth":45,"text":490,"children":648},[649,650,651],{"id":532,"depth":55,"text":533},{"id":552,"depth":55,"text":553},{"id":585,"depth":55,"text":586},{"id":603,"depth":45,"text":603},"功能",null,"基于官方 providers 文档，整理 OpenClaw 常见 provider、默认模型写法、fallback 思路和长期运行时的配置重点。","md",{},true,"/docs/manual/providers-and-fallback",{"title":5,"description":655},"https://docs.openclaw.ai/zh-CN/providers","OpenClaw 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1437,1263,1438,952,687,710],{"title":1445,"description":1446,"path":1447,"category":1245,"updatedAt":670,"sourceType":663,"tags":1448},"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",[1449,689,1450,1451,1452,1453],"update","stable","beta","dev","rollout",{"title":1455,"description":1456,"path":1457,"category":1458,"updatedAt":877,"sourceType":663,"tags":1459},"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 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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",[952,1482,1463,990,1464],"profiles",{"title":1484,"description":1485,"path":1486,"category":1458,"updatedAt":877,"sourceType":663,"tags":1487},"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",[1002,1488,898,1003,1464],"bootstrapToken",{"title":1490,"description":1491,"path":1492,"category":1458,"updatedAt":867,"sourceType":663,"tags":1493},"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",[1002,1494,689,1495,1285],"allowFrom","account",{"title":1497,"description":1498,"path":1499,"category":1458,"updatedAt":716,"sourceType":663,"tags":1500},"CLI 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1166,701,879,1579,1464],"shell",{"title":1581,"description":1582,"path":1583,"category":1458,"updatedAt":670,"sourceType":684,"tags":1584},"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",[1585,1376,923,1586,1378],"sources","trust",{"title":1588,"description":1589,"path":1590,"category":1458,"updatedAt":758,"sourceType":663,"tags":1591},"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",[687,1592,1130,1231,844],"rpc",{"title":1594,"description":1595,"path":1596,"category":1458,"updatedAt":849,"sourceType":663,"tags":1597},"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 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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",[2204,691,961,2241,2242],"vector-search","knowledge",{"title":2244,"description":2245,"path":2246,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2247,"tags":2248},"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",[1615,870,898,900,968],{"title":2250,"description":2251,"path":2252,"category":2029,"date":849,"updatedAt":849,"sourceType":663,"source":2253,"tags":2254},"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",[1021,814,852,1025,689],{"title":2256,"description":2257,"path":2258,"category":2029,"date":670,"updatedAt":670,"sourceType":663,"source":2086,"tags":2259},"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",[667,1657,666,952,1338],{"title":2261,"description":2262,"path":2263,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2264,"tags":2265},"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",[1391,954,932,1002,760],{"title":2279,"description":2280,"path":2281,"category":2029,"date":877,"updatedAt":877,"sourceType":663,"source":2282,"tags":2283},"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",[746,814,1231,1391,844],{"title":2285,"description":2286,"path":2287,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2129,"tags":2288},"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 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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",[666,667,843,952,1109],{"title":2314,"description":2315,"path":2316,"category":2029,"date":877,"updatedAt":877,"sourceType":663,"source":2317,"tags":2318},"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",[666,1463,667,687,709],{"title":2320,"description":2321,"path":2322,"category":1821,"date":758,"updatedAt":758,"sourceType":663,"source":2023,"tags":2323},"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",[1376,1377,1379,1378],{"title":2325,"description":2326,"path":2327,"category":2029,"date":849,"updatedAt":849,"sourceType":663,"source":2043,"tags":2328},"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",[746,1002,843,760,1285],{"title":2330,"description":2331,"path":2332,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2333,"tags":2334},"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",[852,851,2335,689,853],"threads",{"title":2337,"description":2338,"path":2339,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2340,"tags":2341},"OpenClaw Secret 观察：active snapshot 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三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[710,1402,1404,1403,709],{"title":2356,"description":2357,"path":2358,"category":2359,"date":683,"updatedAt":683,"sourceType":923,"source":2360,"tags":2361},"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",[710,2362,1033,708],"compliance",{"title":2364,"description":2365,"path":2366,"category":2029,"date":849,"updatedAt":849,"sourceType":663,"source":2340,"tags":2367},"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",[710,1696,977,2368,709],"proxy",{"title":2370,"description":2371,"path":2372,"category":2029,"date":1708,"updatedAt":1708,"sourceType":663,"source":2373,"tags":2374},"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",[871,1711,1180,1710,687],{"title":2376,"description":2377,"path":2378,"category":2029,"date":1708,"updatedAt":1708,"sourceType":663,"source":2379,"tags":2380},"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",[990,1130,1717,1402,709],{"title":2382,"description":2383,"path":2384,"category":2029,"date":867,"updatedAt":867,"sourceType":663,"source":2385,"tags":2386},"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",[710,1417,1418,2387,687],"sandbox",{"title":2389,"description":2390,"path":2391,"category":1821,"date":758,"updatedAt":758,"sourceType":663,"source":2202,"tags":2392},"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 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