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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[398,654,1166,740,1091],"scheduler",{"title":1168,"description":1169,"path":1170,"category":1085,"updatedAt":849,"sourceType":199,"tags":1171},"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",[202,516,1172,1173,410],"secretref","sessionStorage",{"title":1175,"description":1176,"path":1177,"category":1178,"updatedAt":537,"sourceType":199,"tags":1179},"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",[1180,1181,1182,929,643],"debugging","debug","runtime-overrides",{"title":1184,"description":1185,"path":1186,"category":1085,"updatedAt":415,"sourceType":199,"tags":1187},"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",[1097,1188,1189,1181,1091],"logging","flags",{"title":1191,"description":1192,"path":1193,"category":1085,"updatedAt":415,"sourceType":199,"tags":1194},"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",[437,1195,1196,418,1091],"dmScope","identityLinks",{"title":1198,"description":1199,"path":1200,"category":1085,"updatedAt":415,"sourceType":199,"tags":1201},"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",[929,930,1097,1202,1091],"migrations",{"title":1204,"description":1205,"path":1206,"category":1085,"updatedAt":415,"sourceType":199,"tags":1207},"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",[783,237,444,1208,1091],"shell",{"title":1210,"description":1211,"path":1212,"category":1085,"updatedAt":334,"sourceType":220,"tags":1213},"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",[1214,1004,487,1215,1006],"sources","trust",{"title":1217,"description":1218,"path":1219,"category":1085,"updatedAt":292,"sourceType":199,"tags":1220},"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",[223,1221,400,857,390],"rpc",{"title":1223,"description":1224,"path":1225,"category":1085,"updatedAt":415,"sourceType":199,"tags":1226},"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",[204,575,223,389,1091],{"title":1228,"description":1229,"path":1230,"category":1085,"updatedAt":849,"sourceType":199,"tags":1231},"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",[437,223,349,202,1091],{"title":1233,"description":1234,"path":1235,"category":1085,"updatedAt":190,"sourceType":199,"tags":1236},"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",[223,857,1237,1238,1091],"protocol","scopes",{"title":1240,"description":1241,"path":1242,"category":1085,"updatedAt":433,"sourceType":199,"tags":1243},"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",[436,1244,418,660,593],"mention",{"title":1246,"description":1247,"path":1248,"category":1085,"updatedAt":190,"sourceType":199,"tags":1249},"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",[903,1250,1251,1252,1091],"visibility","activeHours","alerts",{"title":1254,"description":1255,"path":1256,"category":1085,"updatedAt":433,"sourceType":199,"tags":1257},"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",[851,857,1258,223,1091],"sdk",{"title":1260,"description":1261,"path":1262,"category":1085,"updatedAt":433,"sourceType":199,"tags":1263},"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",[237,1264,881,1265,1091],"include","arrays",{"title":1267,"description":1268,"path":1269,"category":1085,"updatedAt":415,"sourceType":199,"tags":1270},"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",[689,1271,541,271,1091],"invoke",{"title":1273,"description":1274,"path":1275,"category":1085,"updatedAt":190,"sourceType":199,"tags":1276},"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",[227,1277,1278,1279,1280,1091],"hybrid-search","ranking","mmr","retrieval",{"title":1282,"description":1283,"path":1284,"category":1085,"updatedAt":334,"sourceType":199,"tags":1285},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 的关系，帮助团队区分“配置看起来对”和“当前真的能连通”。","/docs/reference/models-status-probe-and-auth-profiles",[342,1286,410,408,1091],"probe",{"title":1288,"description":1289,"path":1290,"category":1085,"updatedAt":778,"sourceType":199,"tags":1291},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[204,575,1124,1292,910],"credentials",{"title":1294,"description":1295,"path":1296,"category":1085,"updatedAt":334,"sourceType":199,"tags":1297},"插件安装 spec、--pin 和 update tracking 应该怎么理解","基于最新官方 plugins CLI 文档，解释 ClawHub first、npm-safe spec、--pin、prerelease opt-in 和 plugins.installs 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[326,470,1298,1299,1006,1091],"npm","pin",{"title":1301,"description":1302,"path":1303,"category":1178,"updatedAt":292,"sourceType":199,"tags":1304},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 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的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1322,1323,371,408,1091],"secrets","secretrefs",{"title":1325,"description":1326,"path":1327,"category":1085,"updatedAt":433,"sourceType":199,"tags":1328},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[437,206,1195,204,660],{"title":1330,"description":1331,"path":1332,"category":1085,"updatedAt":1333,"sourceType":199,"tags":1334},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[437,1335,1336,806,1091],"transcript","jsonl",{"title":1338,"description":1339,"path":1340,"category":1085,"updatedAt":1333,"sourceType":199,"tags":1341},"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",[374,400,1342,1030,245],"store",{"title":1344,"description":1345,"path":1346,"category":1085,"updatedAt":190,"sourceType":199,"tags":1347},"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",[206,1045,1030,1348,1091],"ingress",{"title":1350,"description":1351,"path":1352,"category":1085,"updatedAt":292,"sourceType":199,"tags":1353},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[496,202,889,204,205],{"title":1736,"description":1737,"path":1738,"category":189,"date":849,"updatedAt":849,"sourceType":199,"source":1663,"tags":1739},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[202,373,1172,410,496],{"title":1741,"description":1742,"path":1743,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":1663,"tags":1744},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[202,349,516,1172,418,1745],"web",{"title":1747,"description":1748,"path":1749,"category":1443,"date":219,"updatedAt":219,"sourceType":487,"source":1750,"tags":1751},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[234,238,488,1381],{"title":1753,"description":1754,"path":1755,"category":189,"date":433,"updatedAt":433,"sourceType":199,"source":1756,"tags":1757},"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 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在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[244,1383,271,1381],{"title":1788,"description":1789,"path":1790,"category":1443,"date":292,"updatedAt":292,"sourceType":199,"source":1791,"tags":1792},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[238,470,326,328,489],{"title":1794,"description":1795,"path":1796,"category":189,"date":395,"updatedAt":395,"sourceType":199,"source":1797,"tags":1798},"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 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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",[204,1124,225,1125,245],{"title":1922,"description":1923,"path":1924,"category":1443,"date":292,"updatedAt":292,"sourceType":199,"source":1925,"tags":1926},"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",[326,488,328,487,489],{"title":1928,"description":1929,"path":1930,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":1931,"tags":1932},"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",[408,342,389,410,707],{"title":1946,"description":1947,"path":1948,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":1949,"tags":1950},"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",[408,1090,342,223,245],{"title":1952,"description":1953,"path":1954,"category":1443,"date":292,"updatedAt":292,"sourceType":199,"source":1638,"tags":1955},"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",[1004,1005,1007,1006],{"title":1957,"description":1958,"path":1959,"category":189,"date":415,"updatedAt":415,"sourceType":199,"source":1663,"tags":1960},"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",[202,204,389,205,910],{"title":1962,"description":1963,"path":1964,"category":189,"date":433,"updatedAt":433,"sourceType":199,"source":1965,"tags":1966},"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",[418,417,1967,225,419],"threads",{"title":1969,"description":1970,"path":1971,"category":189,"date":395,"updatedAt":395,"sourceType":199,"source":1972,"tags":1973},"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",[748,635,749,319,226],{"title":1975,"description":1976,"path":1977,"category":189,"date":433,"updatedAt":433,"sourceType":199,"source":1978,"tags":1979},"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",[1323,1980,1981,1322,245],"snapshot","rotation",{"title":1983,"description":1984,"path":1985,"category":189,"date":433,"updatedAt":433,"sourceType":199,"source":1845,"tags":1986},"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",[437,206,1195,204,1045],{"title":1988,"description":1989,"path":1990,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":1991,"tags":1992},"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",[206,1030,1032,1031,245],{"title":1994,"description":1995,"path":1996,"category":1997,"date":219,"updatedAt":219,"sourceType":487,"source":1998,"tags":1999},"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",[206,2000,606,244],"compliance",{"title":2002,"description":2003,"path":2004,"category":189,"date":415,"updatedAt":415,"sourceType":199,"source":1978,"tags":2005},"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",[206,1322,541,2006,245],"proxy",{"title":2008,"description":2009,"path":2010,"category":189,"date":1333,"updatedAt":1333,"sourceType":199,"source":2011,"tags":2012},"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",[437,1336,806,1335,223],{"title":2014,"description":2015,"path":2016,"category":189,"date":1333,"updatedAt":1333,"sourceType":199,"source":2017,"tags":2018},"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",[374,400,1342,1030,245],{"title":2020,"description":2021,"path":2022,"category":189,"date":433,"updatedAt":433,"sourceType":199,"source":2023,"tags":2024},"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",[206,1045,1046,2025,223],"sandbox",{"title":2027,"description":2028,"path":2029,"category":1443,"date":292,"updatedAt":292,"sourceType":199,"source":1835,"tags":2030},"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",[1837,487,462,238,272],{"title":2032,"description":2033,"path":2034,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":2023,"tags":2035},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1045,1196,435,418,206],{"title":2037,"description":2038,"path":2039,"category":189,"date":1333,"updatedAt":1333,"sourceType":199,"source":2040,"tags":2041},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1335,408,1361,1362,2042],"compatibility",{"title":2044,"description":2045,"path":2046,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":197,"tags":2047},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[203,206,205,223,410],{"title":2049,"description":2050,"path":2051,"category":189,"date":849,"updatedAt":849,"sourceType":199,"source":1810,"tags":2052},"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",[223,349,851,1180,437],{"title":2054,"description":2055,"path":2056,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":2057,"tags":2058},"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",[1409,1007,682,223,1812],{"title":2060,"description":2061,"path":2062,"category":189,"date":334,"updatedAt":334,"sourceType":199,"source":2063,"tags":2064},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 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级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[510,837,838,389,575],{"title":2079,"description":2080,"path":2081,"category":1443,"date":292,"updatedAt":292,"sourceType":199,"source":1663,"tags":2082},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[202,349,857,496,1745],{"title":2084,"description":2085,"path":2086,"category":189,"date":849,"updatedAt":849,"sourceType":199,"source":2087,"tags":2088},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[206,606,244,236],{"title":2132,"description":2133,"path":2134,"category":2135,"date":284,"updatedAt":284,"sourceType":487,"source":2136,"tags":2137},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[206,606,989,336],{"title":2139,"description":2140,"path":2141,"category":1522,"date":1444,"updatedAt":284,"sourceType":199,"source":1445,"tags":2142},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[766,606,1524,254],{"title":2144,"description":2145,"path":2146,"category":1501,"date":1470,"updatedAt":537,"sourceType":1146,"source":1471,"tags":2147},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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