[{"data":1,"prerenderedAt":3053},["ShallowReactive",2],{"docs:manual/model-allowlists-and-capability-gating":3,"content-manifest":411},{"id":4,"title":5,"body":6,"category":391,"date":392,"description":393,"extension":394,"meta":395,"navigation":396,"path":397,"seo":398,"source":399,"sourceName":400,"sourceType":401,"stem":402,"tags":403,"updatedAt":409,"__hash__":410},"docs/docs/manual/model-allowlists-and-capability-gating.md","模型 allowlist、alias 和图片能力门控应该怎么理解",{"type":7,"value":8,"toc":374},"minimark",[9,13,21,24,54,59,62,76,79,91,94,99,105,108,111,118,125,134,137,144,147,151,154,162,165,176,180,183,190,193,198,204,206,211,214,222,226,229,240,243,248,251,256,260,263,279,282,301,304,307,333,336,347,350,353],[10,11,5],"h1",{"id":12},"模型-allowlistalias-和图片能力门控应该怎么理解",[14,15,16,17,20],"p",{},"OpenClaw 最近的 Models CLI 文档有一个很重要的信号：",[18,19],"br",{},"\n模型配置已经不只是“默认用哪个模型”，而是在逐渐变成一层正式的能力门控。",[14,22,23],{},"官方当前把几组配置职责拆得很清楚：",[25,26,27,34,39,44,49],"ul",{},[28,29,30],"li",{},[31,32,33],"code",{},"agents.defaults.model.primary",[28,35,36],{},[31,37,38],{},"agents.defaults.model.fallbacks",[28,40,41],{},[31,42,43],{},"agents.defaults.models",[28,45,46],{},[31,47,48],{},"agents.defaults.imageModel",[28,50,51],{},[31,52,53],{},"agents.defaults.imageGenerationModel",[55,56,58],"h2",{"id":57},"primary-和-fallbacks-决定主路径","primary 和 fallbacks 决定主路径",[14,60,61],{},"这两组最容易理解：",[25,63,64,70],{},[28,65,66,69],{},[31,67,68],{},"primary"," 是默认主模型",[28,71,72,75],{},[31,73,74],{},"fallbacks"," 是主模型失效后按顺序尝试的后备模型",[14,77,78],{},"官方当前还明确写了一个顺序：",[80,81,82,85,88],"ol",{},[28,83,84],{},"先选 primary",[28,86,87],{},"再按顺序尝试 fallbacks",[28,89,90],{},"provider 内的 auth failover 会先于跨模型 fallback 发生",[14,92,93],{},"所以 fallback 不是“先换账号”，而是：",[25,95,96],{},[28,97,98],{},"当前 provider 内轮转完了，再换模型",[55,100,102,104],{"id":101},"agentsdefaultsmodels-不只是目录它还是-allowlist",[31,103,43],{}," 不只是目录，它还是 allowlist",[14,106,107],{},"这是这页里最值得注意的一点。",[14,109,110],{},"官方现在明确说：",[25,112,113],{},[28,114,115,117],{},[31,116,43],{}," 是 allowlist/catalog",[14,119,120,121,124],{},"也就是说，一旦你配置了它，它不只是给 ",[31,122,123],{},"/model"," 做展示目录，还会直接限制：",[25,126,127,131],{},[28,128,129],{},[31,130,123],{},[28,132,133],{},"session override",[14,135,136],{},"如果用户选了一个不在里面的模型，系统会直接返回：",[25,138,139],{},[28,140,141],{},[31,142,143],{},"Model \"provider/model\" is not allowed. Use /model to list available models.",[14,145,146],{},"这也是很多人会误会成“机器人没回复”的原因。",[55,148,150],{"id":149},"alias-的真实价值不是好看而是收口入口","alias 的真实价值不是好看，而是收口入口",[14,152,153],{},"团队里真正有用的往往不是把所有模型原名都暴露出来，而是：",[25,155,156,159],{},[28,157,158],{},"给固定入口起稳定 alias",[28,160,161],{},"把允许使用的模型集合收在少数几个别名后面",[14,163,164],{},"这样做的价值在于：",[25,166,167,170,173],{},[28,168,169],{},"用户更容易记",[28,171,172],{},"UI 入口更干净",[28,174,175],{},"迁移 provider 或小版本时，外层名字可以尽量不动",[55,177,179],{"id":178},"imagemodel-和-imagegenerationmodel-是两层不同能力","imageModel 和 imageGenerationModel 是两层不同能力",[14,181,182],{},"官方最近把这两层区分也写得更清楚了。",[184,185,187],"h3",{"id":186},"imagemodel",[31,188,189],{},"imageModel",[14,191,192],{},"它解决的是：",[25,194,195],{},[28,196,197],{},"当主模型不支持图像输入时，用哪套模型来接图像理解",[184,199,201],{"id":200},"imagegenerationmodel",[31,202,203],{},"imageGenerationModel",[14,205,192],{},[25,207,208],{},[28,209,210],{},"共享图片生成能力应该走哪个 provider/model",[14,212,213],{},"这意味着“主模型能聊天”并不等于：",[25,215,216,219],{},[28,217,218],{},"图像理解一定可用",[28,220,221],{},"图片生成一定可用",[55,223,225],{"id":224},"为什么这已经是能力门控不只是模型设置","为什么这已经是“能力门控”，不只是模型设置",[14,227,228],{},"如果你把官方这几组键放在一起看，会发现它们已经在决定：",[25,230,231,234,237],{},[28,232,233],{},"哪些模型能被用户手动切换",[28,235,236],{},"哪些 provider 能出现在模型选择器里",[28,238,239],{},"哪些图片相关能力可以真正落地",[14,241,242],{},"所以这层配置的本质更像：",[25,244,245],{},[28,246,247],{},"能力边界声明",[14,249,250],{},"而不是：",[25,252,253],{},[28,254,255],{},"纯展示目录",[55,257,259],{"id":258},"什么时候最容易踩model-is-not-allowed","什么时候最容易踩“Model is not allowed”",[14,261,262],{},"常见场景通常有这些：",[25,264,265,268,271],{},[28,266,267],{},"你给团队设了 allowlist，但忘了把新 fallback 加进去",[28,269,270],{},"你在聊天里手动切到 provider/model，结果它没进 allowlist",[28,272,273,274,276,277],{},"你只改了 ",[31,275,68],{},"，没同步更新 ",[31,278,43],{},[14,280,281],{},"这类问题发生时，更稳的排查顺序是：",[80,283,284,292,298],{},[28,285,286,287,289,290],{},"先看 ",[31,288,68],{}," 和 ",[31,291,74],{},[28,293,294,295,297],{},"再看 ",[31,296,43],{}," 里有没有这个 ref",[28,299,300],{},"最后再看 alias 是否还指向旧模型",[55,302,303],{"id":303},"更稳的团队做法",[14,305,306],{},"长期运行里，更推荐这样分层：",[25,308,309,314,319,325],{},[28,310,311,313],{},[31,312,68],{}," 决定默认主路径",[28,315,316,318],{},[31,317,74],{}," 决定故障兜底",[28,320,321,324],{},[31,322,323],{},"models"," 决定用户可见和可切换范围",[28,326,327,329,330,332],{},[31,328,189],{}," / ",[31,331,203],{}," 单独管理多模态能力",[14,334,335],{},"这样你就不会把：",[25,337,338,341,344],{},[28,339,340],{},"默认模型",[28,342,343],{},"图片能力",[28,345,346],{},"用户可切换范围",[14,348,349],{},"混成一团。",[55,351,352],{"id":352},"推荐延伸阅读",[25,354,355,362,368],{},[28,356,357],{},[358,359,361],"a",{"href":360},"/docs/reference/auth-profile-rotation-and-session-pinning","认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据",[28,363,364],{},[358,365,367],{"href":366},"/docs/manual/providers-and-fallback","模型提供商与故障转移",[28,369,370],{},[358,371,373],{"href":372},"/best-practices/provider-and-node-capability-lanes","团队里怎么分层放开 provider、模型和 node 能力",{"title":375,"searchDepth":376,"depth":376,"links":377},"",2,[378,379,381,382,387,388,389,390],{"id":57,"depth":376,"text":58},{"id":101,"depth":376,"text":380},"agents.defaults.models 不只是目录，它还是 allowlist",{"id":149,"depth":376,"text":150},{"id":178,"depth":376,"text":179,"children":383},[384,386],{"id":186,"depth":385,"text":189},3,{"id":200,"depth":385,"text":203},{"id":224,"depth":376,"text":225},{"id":258,"depth":376,"text":259},{"id":303,"depth":376,"text":303},{"id":352,"depth":376,"text":352},"使用说明",null,"基于最新官方 Models CLI 文档，整理 agents.defaults.models、primary、fallbacks、imageModel 和 imageGenerationModel 的职责，帮助团队理解模型白名单和共享能力门控到底会影响什么。","md",{},true,"/docs/manual/model-allowlists-and-capability-gating",{"title":5,"description":393},"https://docs.openclaw.ai/concepts/models","OpenClaw Docs","official","docs/manual/model-allowlists-and-capability-gating",[323,404,405,406,407,408],"allowlist","aliases","image","gating","manual","2026-03-29","zW2sfTNFRrzJ7eOap-Cwn6YQ_uX-2kurmw7uP6rP-AA",{"generatedAt":412,"collections":413,"totals":3051},"2026-10-19T07:16:28.294Z",{"docs":414,"news":1635,"bestPractices":2394},{"count":415,"items":416},171,[417,431,442,451,460,465,470,477,485,493,502,509,518,527,536,543,549,555,562,569,579,587,595,605,615,624,633,642,648,655,660,668,677,685,694,702,707,714,721,729,736,745,751,761,767,772,780,787,792,802,811,819,827,834,842,848,853,859,861,866,871,880,887,899,905,913,920,925,930,938,945,950,956,963,969,979,985,994,1003,1009,1014,1019,1027,1034,1040,1047,1055,1062,1069,1078,1086,1093,1100,1106,1113,1119,1128,1134,1141,1146,1155,1162,1170,1179,1186,1193,1203,1209,1215,1220,1228,1235,1242,1249,1255,1262,1267,1277,1288,1294,1300,1303,1309,1315,1322,1329,1336,1345,1352,1357,1363,1370,1379,1386,1393,1399,1405,1412,1418,1423,1428,1435,1441,1449,1455,1462,1468,1477,1483,1489,1496,1502,1508,1516,1523,1528,1536,1542,1548,1555,1562,1567,1574,1583,1590,1596,1603,1609,1615,1621,1630],{"title":418,"description":419,"path":420,"category":421,"updatedAt":422,"sourceType":423,"tags":424},"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",[425,426,427,428,429,430],"concepts","gateway","agent","channels","tools","memory",{"title":432,"description":433,"path":434,"category":421,"updatedAt":435,"sourceType":423,"tags":436},"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",[437,438,439,440,441],"developers","teams","architecture","configuration","skills",{"title":443,"description":444,"path":445,"category":421,"updatedAt":435,"sourceType":423,"tags":446},"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",[447,448,426,449,450],"enterprise","operations","security","upgrades",{"title":452,"description":453,"path":454,"category":421,"updatedAt":455,"sourceType":401,"tags":456},"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",[427,457,458,459],"quickstart","tutorial","basics",{"title":461,"description":462,"path":463,"category":421,"updatedAt":455,"sourceType":401,"tags":464},"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",[428,457,458,459],{"title":466,"description":467,"path":468,"category":421,"updatedAt":455,"sourceType":401,"tags":469},"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",[441,457,458,459],{"title":471,"description":472,"path":473,"category":421,"updatedAt":455,"sourceType":401,"tags":474},"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",[475,476,457,458],"workflow","automation",{"title":478,"description":479,"path":480,"category":421,"updatedAt":455,"sourceType":401,"tags":481},"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",[457,482,483,484],"installation","onboarding","dashboard",{"title":486,"description":487,"path":488,"category":421,"updatedAt":489,"sourceType":401,"tags":490},"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",[483,491,492,426],"daemon","setup",{"title":494,"description":495,"path":496,"category":421,"updatedAt":497,"sourceType":401,"tags":498},"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",[483,499,500,426,501],"remote","local","wizard",{"title":503,"description":504,"path":505,"category":421,"updatedAt":435,"sourceType":423,"tags":506},"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",[507,508,484,428,441],"personal","getting-started",{"title":510,"description":511,"path":512,"category":513,"updatedAt":489,"sourceType":401,"tags":514},"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",[515,516,517,483],"reading-path","overview","docs",{"title":519,"description":520,"path":521,"category":522,"updatedAt":523,"sourceType":401,"tags":524},"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",[516,525,428,526],"self-hosted","assistant",{"title":528,"description":529,"path":530,"category":421,"updatedAt":435,"sourceType":423,"tags":531},"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 扩展，而不是在基础链路未稳定时过早堆复杂度。","/docs/getting-started/when-to-add-skills-plugins-and-multi-agent",[441,532,533,534,535],"plugins","multi-agent","hooks","decision",{"title":537,"description":538,"path":539,"category":421,"updatedAt":540,"sourceType":423,"tags":541},"我什么时候该开始接入渠道","帮你判断现在是否已经适合进入 Telegram、WhatsApp、飞书等渠道接入，而不是在最小链路未稳定时过早增加复杂度。","/docs/getting-started/when-to-connect-channels","2026-03-24",[428,483,535,426,542],"safety",{"title":544,"description":545,"path":546,"category":421,"updatedAt":540,"sourceType":423,"tags":547},"模型、配置和安全这三页分别什么时候看","用最短方式判断什么时候该去看模型选择、关键配置和安全实践，避免把问题带到错误页面里越看越乱。","/docs/getting-started/when-to-read-models-config-security",[323,548,449,535,508],"configurations",{"title":550,"description":551,"path":552,"category":421,"updatedAt":540,"sourceType":423,"tags":553},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[484,554,428,535,508],"webchat",{"title":556,"description":557,"path":558,"category":421,"updatedAt":540,"sourceType":423,"tags":559},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[508,535,517,560,561],"paths","topics",{"title":563,"description":564,"path":565,"category":522,"updatedAt":489,"sourceType":401,"tags":566},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[567,438,568,525],"users","scenarios",{"title":570,"description":571,"path":572,"category":408,"updatedAt":573,"sourceType":401,"tags":574},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","2026-06-10",[575,576,577,578],"runtime","workspace","bootstrap","sessions",{"title":580,"description":581,"path":582,"category":583,"updatedAt":489,"sourceType":584,"tags":585},"Agent 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往往会持续使用同一套凭据。",[614,879,1286,578,1287],{"title":1304,"description":1305,"path":1306,"category":1281,"updatedAt":409,"sourceType":401,"tags":1307},"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",[778,1308,665,779,1287],"bootstrapToken",{"title":1310,"description":1311,"path":1312,"category":1287,"updatedAt":573,"sourceType":401,"tags":1313},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1314,577,623,586,1176,576],"templates",{"title":1316,"description":1317,"path":1318,"category":1281,"updatedAt":637,"sourceType":401,"tags":1319},"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",[778,1320,428,1321,1105],"allowFrom","account",{"title":1323,"description":1324,"path":1325,"category":1281,"updatedAt":740,"sourceType":401,"tags":1326},"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",[604,1287,1327,1328],"commands","terminal",{"title":1330,"description":1331,"path":1332,"category":1281,"updatedAt":409,"sourceType":401,"tags":1333},"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",[1334,1335,614,612,1287],"cloudflare-ai-gateway","headers",{"title":1337,"description":1338,"path":1339,"category":1340,"updatedAt":540,"sourceType":690,"tags":1341},"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",[690,1342,1343,1344],"github","issues","feedback",{"title":1346,"description":1347,"path":1348,"category":1281,"updatedAt":740,"sourceType":401,"tags":1349},"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",[440,1287,1350,1351],"settings","options",{"title":1353,"description":1354,"path":1355,"category":1281,"updatedAt":497,"sourceType":401,"tags":1356},"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",[699,778,779,720,1105],{"title":1358,"description":1359,"path":1360,"category":1281,"updatedAt":409,"sourceType":401,"tags":1361},"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",[602,858,1362,935,1287],"scheduler",{"title":1364,"description":1365,"path":1366,"category":1281,"updatedAt":1044,"sourceType":401,"tags":1367},"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",[484,719,1368,1369,614],"secretref","sessionStorage",{"title":1371,"description":1372,"path":1373,"category":1374,"updatedAt":740,"sourceType":401,"tags":1375},"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",[1376,1377,1378,1124,847],"debugging","debug","runtime-overrides",{"title":1380,"description":1381,"path":1382,"category":1281,"updatedAt":619,"sourceType":401,"tags":1383},"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",[1293,1384,1385,1377,1287],"logging","flags",{"title":1387,"description":1388,"path":1389,"category":1281,"updatedAt":619,"sourceType":401,"tags":1390},"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",[641,1391,1392,622,1287],"dmScope","identityLinks",{"title":1394,"description":1395,"path":1396,"category":1281,"updatedAt":619,"sourceType":401,"tags":1397},"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",[1124,1125,1293,1398,1287],"migrations",{"title":1400,"description":1401,"path":1402,"category":1281,"updatedAt":619,"sourceType":401,"tags":1403},"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",[978,440,647,1404,1287],"shell",{"title":1406,"description":1407,"path":1408,"category":1281,"updatedAt":540,"sourceType":423,"tags":1409},"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",[1410,1199,690,1411,1201],"sources","trust",{"title":1413,"description":1414,"path":1415,"category":1281,"updatedAt":497,"sourceType":401,"tags":1416},"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",[426,1417,604,1052,594],"rpc",{"title":1419,"description":1420,"path":1421,"category":1281,"updatedAt":619,"sourceType":401,"tags":1422},"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",[778,779,426,593,1287],{"title":1424,"description":1425,"path":1426,"category":1281,"updatedAt":1044,"sourceType":401,"tags":1427},"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",[641,426,554,484,1287],{"title":1429,"description":1430,"path":1431,"category":1281,"updatedAt":409,"sourceType":401,"tags":1432},"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",[426,1052,1433,1434,1287],"protocol","scopes",{"title":1436,"description":1437,"path":1438,"category":1281,"updatedAt":637,"sourceType":401,"tags":1439},"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",[640,1440,622,404,797],"mention",{"title":1442,"description":1443,"path":1444,"category":1281,"updatedAt":409,"sourceType":401,"tags":1445},"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",[1098,1446,1447,1448,1287],"visibility","activeHours","alerts",{"title":1450,"description":1451,"path":1452,"category":1281,"updatedAt":637,"sourceType":401,"tags":1453},"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",[1046,1052,1454,426,1287],"sdk",{"title":1456,"description":1457,"path":1458,"category":1281,"updatedAt":637,"sourceType":401,"tags":1459},"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",[440,1460,1076,1461,1287],"include","arrays",{"title":1463,"description":1464,"path":1465,"category":1281,"updatedAt":619,"sourceType":401,"tags":1466},"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",[886,1467,744,475,1287],"invoke",{"title":1469,"description":1470,"path":1471,"category":1281,"updatedAt":409,"sourceType":401,"tags":1472},"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",[430,1473,1474,1475,1476,1287],"hybrid-search","ranking","mmr","retrieval",{"title":1478,"description":1479,"path":1480,"category":1281,"updatedAt":540,"sourceType":401,"tags":1481},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[641,1534,1535,1001,1287],"transcript","jsonl",{"title":1537,"description":1538,"path":1539,"category":1281,"updatedAt":1532,"sourceType":401,"tags":1540},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[578,604,1541,1225,448],"store",{"title":1543,"description":1544,"path":1545,"category":1281,"updatedAt":409,"sourceType":401,"tags":1546},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[449,1240,1225,1547,1287],"ingress",{"title":1549,"description":1550,"path":1551,"category":1281,"updatedAt":497,"sourceType":401,"tags":1552},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[484,1260,778,499,449],{"title":1897,"description":1898,"path":1899,"category":1849,"date":540,"updatedAt":540,"sourceType":401,"source":1857,"tags":1900},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 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",[665,667,744,428,1214],{"title":1902,"description":1903,"path":1904,"category":1700,"date":422,"updatedAt":422,"sourceType":690,"source":1905,"tags":1906},"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",[1580,691,1703,1656],{"title":1908,"description":1909,"path":1910,"category":1849,"date":540,"updatedAt":540,"sourceType":401,"source":1911,"tags":1912},"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",[673,441,682,683,1913,674],"telemetry",{"title":1915,"description":1916,"path":1917,"category":1642,"date":497,"updatedAt":497,"sourceType":401,"source":1918,"tags":1919},"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",[604,426,1417,594,448],{"title":1921,"description":1922,"path":1923,"category":1849,"date":619,"updatedAt":619,"sourceType":401,"source":1924,"tags":1925},"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",[440,978,621,1926,448],"overrides",{"title":1928,"description":1929,"path":1930,"category":1642,"date":497,"updatedAt":497,"sourceType":401,"source":1837,"tags":1931},"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",[437,441,691,1580],{"title":1957,"description":1958,"path":1959,"category":1849,"date":637,"updatedAt":637,"sourceType":401,"source":1960,"tags":1961},"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",[779,778,719,1118,1962],"rotate",{"title":1964,"description":1965,"path":1966,"category":1849,"date":619,"updatedAt":619,"sourceType":401,"source":1967,"tags":1968},"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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的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[441,673,532,534,692],{"title":1998,"description":1999,"path":2000,"category":1849,"date":599,"updatedAt":599,"sourceType":401,"source":2001,"tags":2002},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[756,757,758,759,428,760],{"title":2004,"description":2005,"path":2006,"category":1849,"date":637,"updatedAt":637,"sourceType":401,"source":2007,"tags":2008},"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",[426,778,2009,719,593],"pending",{"title":2011,"description":2012,"path":2013,"category":1849,"date":1044,"updatedAt":1044,"sourceType":401,"source":2014,"tags":2015},"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",[426,641,554,484,2016],"state",{"title":2018,"description":2019,"path":2020,"category":1849,"date":637,"updatedAt":637,"sourceType":401,"source":2021,"tags":2022},"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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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",[449,2203,810,447],"compliance",{"title":2205,"description":2206,"path":2207,"category":1849,"date":619,"updatedAt":619,"sourceType":401,"source":2181,"tags":2208},"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",[449,1521,744,2209,448],"proxy",{"title":2211,"description":2212,"path":2213,"category":1849,"date":1532,"updatedAt":1532,"sourceType":401,"source":2214,"tags":2215},"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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的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1260,449,499,426,614],{"title":2252,"description":2253,"path":2254,"category":1849,"date":1044,"updatedAt":1044,"sourceType":401,"source":2014,"tags":2255},"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",[426,554,1046,1376,641],{"title":2257,"description":2258,"path":2259,"category":1849,"date":540,"updatedAt":540,"sourceType":401,"source":2260,"tags":2261},"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",[1608,1202,879,426,2016],{"title":2263,"description":2264,"path":2265,"category":1849,"date":540,"updatedAt":540,"sourceType":401,"source":2266,"tags":2267},"OpenClaw 更新观察：stable、beta、dev 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