[{"data":1,"prerenderedAt":4298},["ShallowReactive",2],{"best-practices:security-hardening":3,"content-manifest":1787},{"id":4,"title":5,"body":6,"category":1770,"date":1771,"description":1772,"difficulty":1773,"extension":1774,"meta":1775,"navigation":1623,"path":1776,"seo":1777,"source":1771,"sourceName":1771,"sourceType":1778,"stem":1779,"tags":1780,"updatedAt":1785,"__hash__":1786},"bestPractices/best-practices/security-hardening.md","OpenClaw 安全加固指南",{"type":7,"value":8,"toc":1734},"minimark",[9,13,17,21,26,121,124,203,206,280,283,286,400,403,559,562,565,628,632,712,715,810,813,817,890,894,979,982,985,1090,1093,1185,1188,1191,1258,1261,1372,1375,1378,1466,1469,1592,1595,1598,1704,1707,1730],[10,11,5],"h1",{"id":12},"openclaw-安全加固指南",[14,15,16],"p",{},"本文介绍生产环境中 OpenClaw 的安全加固措施。",[18,19,20],"h2",{"id":20},"认证配置",[22,23,25],"h3",{"id":24},"token-认证","Token 认证",[27,28,33],"pre",{"className":29,"code":30,"language":31,"meta":32,"style":32},"language-json shiki shiki-themes 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}\n}\n",[34,210,211,215,221,227,238,258,268,272,276],{"__ignoreMap":32},[37,212,213],{"class":39,"line":40},[37,214,44],{"class":43},[37,216,217,219],{"class":39,"line":47},[37,218,51],{"class":50},[37,220,54],{"class":43},[37,222,223,225],{"class":39,"line":57},[37,224,60],{"class":50},[37,226,54],{"class":43},[37,228,229,231,233,236],{"class":39,"line":65},[37,230,68],{"class":50},[37,232,71],{"class":43},[37,234,235],{"class":74},"\"mfa\"",[37,237,78],{"class":43},[37,239,240,243,246,249,252,255],{"class":39,"line":81},[37,241,242],{"class":50},"      \"methods\"",[37,244,245],{"class":43},": [",[37,247,248],{"class":74},"\"totp\"",[37,250,251],{"class":43},", ",[37,253,254],{"class":74},"\"sms\"",[37,256,257],{"class":43},"],\n",[37,259,260,263,265],{"class":39,"line":94},[37,261,262],{"class":50},"      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DROP\n",[18,811,812],{"id":812},"渠道安全",[22,814,816],{"id":815},"whatsapp-安全","WhatsApp 安全",[27,818,820],{"className":29,"code":819,"language":31,"meta":32,"style":32},"{\n  \"channels\": {\n    \"whatsapp\": {\n      \"allowFrom\": [\"+15555550123\", \"+15555550124\"],\n      \"require_encryption\": true,\n      \"max_message_length\": 4096\n    }\n  }\n}\n",[34,821,822,826,833,840,857,868,878,882,886],{"__ignoreMap":32},[37,823,824],{"class":39,"line":40},[37,825,44],{"class":43},[37,827,828,831],{"class":39,"line":47},[37,829,830],{"class":50},"  \"channels\"",[37,832,54],{"class":43},[37,834,835,838],{"class":39,"line":57},[37,836,837],{"class":50},"    \"whatsapp\"",[37,839,54],{"class":43},[37,841,842,845,847,850,852,855],{"class":39,"line":65},[37,843,844],{"class":50},"      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的差别在哪里，以及群组响应策略该怎么收敛。","/docs/manual/discord-and-slack",[1804,2016,2084,1951,2085],"slack","team",{"title":2087,"description":2088,"path":2089,"category":1949,"updatedAt":1830,"sourceType":1831,"tags":2090},"Exec 工具、apply_patch 与执行审批","基于官方 exec、apply_patch 和 exec approvals 文档，解释高权限工具如何工作，为什么审批是硬边界，以及哪些配置最值得先看。","/docs/manual/exec-tools-and-approvals",[2091,2092,2093,1805,1781],"exec","apply-patch","approvals",{"title":2095,"description":2096,"path":2097,"category":1949,"updatedAt":1993,"sourceType":1831,"tags":2098},"从 Skills 到 Workflows：OpenClaw 扩展栈完整地图","把 Skills、Tools、插件、Hooks、ClawHub、OpenProse、Lobster 和审批流程收成一张扩展地图，帮助你判断什么时候该引入哪一层复杂度。","/docs/manual/extension-stack-full-map",[1817,1805,1907,1909,2099,2093],"workflows",{"title":2101,"description":2102,"path":2103,"category":1992,"updatedAt":1993,"sourceType":1831,"tags":2104},"Telegram forum topic、群 session 和 thread key 应该怎么一起看","基于最新官方 Groups 与 Channel Routing 文档，整理 Telegram forum topic 在 OpenClaw 里的 session key 形态、topic 级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[2014,2105,2106,1968,1996],"forum-topics","sessions",{"title":2108,"description":2109,"path":2110,"category":1949,"updatedAt":1993,"sourceType":1831,"tags":2111},"从第一次跑通到长期运行：OpenClaw 的完整系统地图","把安装、Gateway、控制面、渠道、模型、记忆、自动化和长期维护放到一条完整主线上，帮助你从“先跑起来”过渡到“长期稳定使用”。","/docs/manual/from-first-run-to-long-running-system",[1815,1802,1804,1923,1806,1852],{"title":2113,"description":2114,"path":2115,"category":1949,"updatedAt":1983,"sourceType":1831,"tags":2116},"Headless nodes 和设备宿主边界怎么分","基于最新官方 Nodes、Architecture 与 Pairing 文档，解释 headless nodes、普通设备节点和 Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[1959,2117,2118,2119,1802],"headless","pairing","devices",{"title":2121,"description":2122,"path":2123,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2124},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[1909,2125,2126,1852,1907],"lifecycle","events",{"title":2128,"description":2129,"path":2130,"category":1949,"updatedAt":1785,"sourceType":1831,"tags":2131},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[1909,1852,2099,2126],{"title":2133,"description":2134,"path":2135,"category":1949,"updatedAt":1965,"sourceType":1831,"tags":2136},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 各自解决什么问题，避免把“回复慢”都误判成模型问题。","/docs/manual/inbound-dedupe-and-debounce",[2137,2138,2139,2140,2141],"messages","queueing","dedupe","debounce","delivery",{"title":2143,"description":2144,"path":2145,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2146},"本地模型支持（Ollama）","使用 Ollama 在本地运行大语言模型，实现隐私优先、零成本的 AI 助手体验。","/docs/manual/local-models-ollama",[2147,2148,2149,2150,1900],"ollama","local-model","llm","privacy",{"title":2152,"description":2153,"path":2154,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2155},"节点位置能力怎么用","基于最新官方 Location Command 文档，整理 OpenClaw 的 location.get 能力、权限模式、精确位置开关，以及它和普通聊天入口的边界。","/docs/manual/location-command-nodes",[2156,1959,2003,2157,2158],"location","permissions","gps",{"title":2160,"description":2161,"path":2162,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2163},"记忆文件怎么分层加载","基于最新官方 Memory 文档，整理 OpenClaw 的 daily log、MEMORY.md、memory_search 和 memory_get 各自适合存什么，以及为什么群组上下文不该直接读长期记忆。","/docs/manual/memory-files-and-loading-boundaries",[1806,2164,2106,2165,2166],"markdown","memory_search","memory_get",{"title":2168,"description":2169,"path":2170,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2171},"memory plugin slot 和 Markdown source of truth 怎么配合","基于最新官方 Memory、CLI memory 与 Plugins 文档，解释为什么 OpenClaw 记忆的 source of truth 仍然是 Markdown 文件，以及 plugins.slots.memory 该怎么理解和切换。","/docs/manual/memory-plugin-slots-and-source-of-truth",[1806,1907,2172,2173,2164],"lancedb","memory-core",{"title":2175,"description":2176,"path":2177,"category":1949,"updatedAt":1830,"sourceType":1831,"tags":2178},"记忆搜索与索引机制","基于官方记忆概念和 memory CLI 文档，解释记忆文件、索引来源、provider 选择以及排障时该看什么。","/docs/manual/memory-search-and-indexing",[1806,2179,2180,2181,2172],"search","indexing","embeddings",{"title":2183,"description":2184,"path":2185,"category":1949,"updatedAt":1785,"sourceType":1778,"tags":2186},"OpenClaw 记忆系统怎么工作","理解 OpenClaw 的 SOUL、Tools、用户长期记忆和会话上下文如何协作，以及为什么它更像持续运行的系统而不是一次性聊天窗口。","/docs/manual/memory-system",[1806,1952,1987,2187],"logs",{"title":2189,"description":2190,"path":2191,"category":1949,"updatedAt":1785,"sourceType":1831,"tags":2192},"Memory、Tools、Skills 如何协同","记忆层负责保留什么，Tools 负责执行什么，Skills 负责组织什么，三者该怎么分工才不会让 OpenClaw 越用越乱。","/docs/manual/memory-tools-skills-playbook",[1806,1805,1817,1952,1851],{"title":2194,"description":2195,"path":2196,"category":1949,"updatedAt":1830,"sourceType":1831,"tags":2197},"消息投递、重试与响应行为","基于官方 retry、messages 和 FAQ 文档，解释消息发送失败时 OpenClaw 会重试什么，不会重试什么，以及为什么群聊和渠道行为会不同。","/docs/manual/message-retries-and-delivery",[2137,2198,2141,2014,2016],"retry",{"title":2200,"description":2201,"path":2202,"category":1992,"updatedAt":1993,"sourceType":1831,"tags":2203},"模型 allowlist、alias 和图片能力门控应该怎么理解","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。","/docs/manual/model-allowlists-and-capability-gating",[1923,2204,2205,2206,2207,1996],"allowlist","aliases","image","gating",{"title":2209,"description":2210,"path":2211,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2212},"OpenClaw 的 Models 应该怎么理解","理解 OpenClaw 里模型层的角色、选择思路和常见配置边界，避免把所有问题都误判成模型问题。","/docs/manual/models-overview",[1923,2149,2078,1968],{"title":2214,"description":2215,"path":2216,"category":1949,"updatedAt":1785,"sourceType":1831,"tags":2217},"Nodes 与设备能力","理解 OpenClaw 的 nodes 是什么、如何配对，以及相机、语音、屏幕、位置等设备能力在系统里的作用。","/docs/manual/nodes-and-device-actions",[1959,2003,2002,2062,2118],{"title":2219,"description":2220,"path":2221,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2222},"OpenProse 和 Lobster 的边界怎么分","基于最新官方 Lobster 文档，整理 OpenProse 与 Lobster 在多智能体准备、确定性执行和审批恢复上的分工，帮助中文团队判断什么时候该用 /prose，什么时候该转成工作流运行时。","/docs/manual/openprose-and-lobster-boundaries",[2223,2224,1908,2093,1851],"openprose","lobster",{"title":2226,"description":2227,"path":2228,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2229},"插件托管 hooks 与扩展能力边界","基于最新官方 Plugins 与 Hooks 文档，整理插件托管 hooks 的工作方式、显示位置、启停边界，以及为什么它和独立 hook pack 不是同一种治理对象。","/docs/manual/plugin-managed-hooks",[1907,1909,1852,2041,2230],"governance",{"title":2232,"description":2233,"path":2234,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2235},"插件清单与配置校验","基于最新官方文档，解释 openclaw.plugin.json 的必填字段、校验规则，以及为什么插件清单会直接影响配置是否可通过。","/docs/manual/plugin-manifest",[1907,2236,2237,2238,1816],"manifest","schema","validation",{"title":2240,"description":2241,"path":2242,"category":1949,"updatedAt":1872,"sourceType":1831,"tags":2243},"插件包与频道目录元信息","根据最新官方插件文档，解释 package packs、插件 id 生成规则、openclaw.channel 元信息，以及为什么这些字段会影响安装与引导体验。","/docs/manual/plugin-package-packs",[1907,2244,1804,2245,2041],"package-packs","metadata",{"title":2247,"description":2248,"path":2249,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2250},"OpenClaw 插件系统怎么用","基于官方插件与 CLI 文档，解释插件和 Skills、Tools 的边界，说明安装、启用、更新与风险控制的基本方法。","/docs/manual/plugins-overview",[1907,2041,1817,1805,2251],"cli",{"title":2253,"description":2254,"path":2255,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2256},"模型提供商与故障转移","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。","/docs/manual/providers-and-fallback",[2078,1923,2257,2258,2147],"fallback","openrouter",{"title":2260,"description":2261,"path":2262,"category":1949,"updatedAt":1785,"sourceType":1778,"tags":2263},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 隔离来识别用户并保护上下文边界。","/docs/manual/session-and-pairing",[1987,2118,1804,1783],{"title":2265,"description":2266,"path":2267,"category":1992,"updatedAt":1993,"sourceType":1831,"tags":2268},"session memory search 什么时候值得开，什么时候先别开","基于最新官方 Memory 与 memory CLI 文档，整理 OpenClaw 的 session memory search、异步索引刷新、delta threshold 和 embedding cache 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和运行时环境注入边界。","/docs/manual/skills-configuration","2026-03-18",[1817,2289,2290,2291,2292],"config","allowBundled","watch","env",{"title":2294,"description":2295,"path":2296,"category":1949,"updatedAt":2297,"sourceType":1831,"tags":2298},"Skills 系统怎么工作","理解 OpenClaw Skills 的三层来源、加载流程、ClawHub 风险，以及为什么不应该一次安装过多技能。","/docs/manual/skills-system","2026-03-17",[1817,2022,1805,1781],{"title":2300,"description":2301,"path":2302,"category":1949,"updatedAt":1830,"sourceType":1831,"tags":2303},"系统提示词、上下文与压缩","基于官方 system prompt、context、compaction 与 session pruning 文档，解释 OpenClaw 一次运行到底会把什么发给模型，以及上下文为什么会变满。","/docs/manual/system-prompt-context-and-compaction",[2304,2305,2306,2307,2106],"system-prompt","context","compaction","pruning",{"title":2309,"description":2310,"path":2311,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2312},"Telegram 与 WhatsApp 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vLLM、本地自动发现和手动模型声明各自适合什么场景。","/docs/manual/vllm-local-model-provider",[2329,2330,2078,1900,2331],"vllm","local-models","inference",{"title":2333,"description":2334,"path":2335,"category":1949,"updatedAt":1785,"sourceType":1831,"tags":2336},"语音唤醒与 Talk Mode","理解 OpenClaw 的 voice wake 是怎么和 Gateway、nodes、客户端一起工作的，以及什么时候值得启用它。","/docs/manual/voice-wake-and-talk-mode",[2062,2337,2338,1959,2003],"wake-word","talk-mode",{"title":2340,"description":2341,"path":2342,"category":1949,"updatedAt":1915,"sourceType":1831,"tags":2343},"WebChat 与 message CLI","理解 OpenClaw 除聊天渠道外的两类直接交互入口：Gateway WebSocket 上的 WebChat 和统一的 openclaw message 命令。","/docs/manual/webchat-and-message-cli",[1930,2344,2251,1802,1804],"message",{"title":2346,"description":2347,"path":2348,"category":1949,"updatedAt":2349,"sourceType":1831,"tags":2350},"WebChat、API 和控制面入口的边界怎么分","基于最新官方 WebChat、Session 和 API 文档，解释 WebChat 为什么更像会话 UI、HTTP API 为什么更像结构化管理面，以及 Dashboard 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行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1860,2068,2670,2671,1783],"secretref","sessionStorage",{"title":2673,"description":2674,"path":2675,"category":2676,"updatedAt":1830,"sourceType":1831,"tags":2677},"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",[2678,2679,2680,2430,2187],"debugging","debug","runtime-overrides",{"title":2682,"description":2683,"path":2684,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2685},"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",[2597,2686,2687,2679,2591],"logging","flags",{"title":2689,"description":2690,"path":2691,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2692},"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 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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",[2712,2505,2039,2713,2507],"sources","trust",{"title":2715,"description":2716,"path":2717,"category":2585,"updatedAt":1872,"sourceType":1831,"tags":2718},"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",[1802,2719,2251,2357,1960],"rpc",{"title":2721,"description":2722,"path":2723,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2724},"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",[2118,2119,1802,1959,2591],{"title":2726,"description":2727,"path":2728,"category":2585,"updatedAt":2349,"sourceType":1831,"tags":2729},"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",[1987,1802,1930,1860,2591],{"title":2731,"description":2732,"path":2733,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2734},"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",[1802,2357,2735,2736,2591],"protocol","scopes",{"title":2738,"description":2739,"path":2740,"category":2585,"updatedAt":1983,"sourceType":1831,"tags":2741},"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",[1986,2742,1968,2204,2137],"mention",{"title":2744,"description":2745,"path":2746,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2747},"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",[2404,2748,2749,2750,2591],"visibility","activeHours","alerts",{"title":2752,"description":2753,"path":2754,"category":2585,"updatedAt":1983,"sourceType":1831,"tags":2755},"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",[2351,2357,2756,1802,2591],"sdk",{"title":2758,"description":2759,"path":2760,"category":2585,"updatedAt":1983,"sourceType":1831,"tags":2761},"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",[1816,2762,2381,2763,2591],"include","arrays",{"title":2765,"description":2766,"path":2767,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2768},"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",[2224,2769,2093,1851,2591],"invoke",{"title":2771,"description":2772,"path":2773,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2774},"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",[1806,2775,2776,2777,2778,2591],"hybrid-search","ranking","mmr","retrieval",{"title":2780,"description":2781,"path":2782,"category":2585,"updatedAt":1915,"sourceType":1831,"tags":2783},"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",[1923,2784,1783,2078,2591],"probe",{"title":2786,"description":2787,"path":2788,"category":2585,"updatedAt":2287,"sourceType":1831,"tags":2789},"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",[2118,2119,2621,2790,2411],"credentials",{"title":2792,"description":2793,"path":2794,"category":2585,"updatedAt":1915,"sourceType":1831,"tags":2795},"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",[1907,2022,2796,2797,2507,2591],"npm","pin",{"title":2799,"description":2800,"path":2801,"category":2676,"updatedAt":1872,"sourceType":1831,"tags":2802},"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 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[2678,2803,2187,2078,2150],"raw-stream",{"title":2805,"description":2806,"path":2807,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2808},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[1874,2809,1783,1802,2591],"tlsFingerprint",{"title":2811,"description":2812,"path":2813,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2814},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[1986,2815,2816,2817,2591],"mentions","pending-history","reply",{"title":2819,"description":2820,"path":2821,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2822},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 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",[2823,2824,2825,2078,2591],"secrets","secretrefs","runtime",{"title":2827,"description":2828,"path":2829,"category":2585,"updatedAt":1983,"sourceType":1831,"tags":2830},"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",[1987,1781,2693,2118,2204],{"title":2832,"description":2833,"path":2834,"category":2585,"updatedAt":2835,"sourceType":1831,"tags":2836},"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",[1987,2837,2838,2306,2591],"transcript","jsonl",{"title":2840,"description":2841,"path":2842,"category":2585,"updatedAt":2835,"sourceType":1831,"tags":2843},"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",[2106,2251,2844,2530,1824],"store",{"title":2846,"description":2847,"path":2848,"category":2585,"updatedAt":1993,"sourceType":1831,"tags":2849},"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",[1781,2544,2530,2850,2591],"ingress",{"title":2852,"description":2853,"path":2854,"category":2585,"updatedAt":1872,"sourceType":1831,"tags":2855},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[2251,2439,2856,2187,2857],"health","troubleshooting",{"title":2859,"description":2860,"path":2861,"category":2585,"updatedAt":2835,"sourceType":1831,"tags":2862},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[2837,2863,2078,2864,2591],"hygiene","tool-calls",{"title":2866,"description":2867,"path":1722,"category":2676,"updatedAt":1785,"sourceType":1831,"tags":2868},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。",[2857,2430,2439,2187],{"title":2870,"description":2871,"path":2872,"category":2585,"updatedAt":1965,"sourceType":1831,"tags":2873},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[1930,2874,2875,2837,2591],"history","inject",{"title":2877,"description":2878,"path":2879,"category":2880,"updatedAt":1915,"sourceType":1831,"tags":2881},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[2882,2883,2884,2885,2458,2459],"china","cloud","deployment","feishu",{"title":2887,"description":2888,"path":2889,"category":2880,"updatedAt":1785,"sourceType":1831,"tags":2890},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[2884,1875,2891,2883,2892],"docker","wsl2",{"title":2894,"description":2895,"path":2896,"category":2880,"updatedAt":2297,"sourceType":1831,"tags":2897},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[1858,2796,2898,2892],"install-script",{"title":2900,"description":2901,"path":2902,"category":2880,"updatedAt":1872,"sourceType":1831,"tags":2903},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[1858,2904,2898,2905,2508],"updater","git",{"title":2907,"description":2908,"path":2909,"category":2880,"updatedAt":1830,"sourceType":1831,"tags":2910},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[1858,2904,2911,2430,2508],"uninstall",{"title":2913,"description":2914,"path":2915,"category":2880,"updatedAt":1830,"sourceType":1831,"tags":2916},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[2917,1858,1867,2918],"linux","server",{"title":2920,"description":2921,"path":2922,"category":2880,"updatedAt":1830,"sourceType":1831,"tags":2923},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1977,1858,1867,2924],"apple",{"title":2926,"description":2927,"path":2928,"category":2929,"updatedAt":1785,"sourceType":1831,"tags":2930},"版本迁移与升级检查单","在 OpenClaw 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WSL2。","/docs/setup/windows-installation",[2939,1858,1867,2892],"windows",{"count":2941,"latestDate":2835,"items":2942},111,[2943,2951,2963,2970,2980,2989,2994,3003,3011,3017,3024,3031,3038,3046,3052,3062,3072,3079,3085,3095,3106,3116,3122,3129,3135,3143,3150,3158,3164,3171,3177,3183,3189,3194,3200,3207,3213,3220,3226,3232,3238,3244,3250,3257,3263,3268,3279,3285,3291,3298,3305,3311,3317,3323,3333,3339,3345,3350,3356,3361,3368,3374,3380,3385,3391,3398,3403,3409,3414,3420,3426,3432,3438,3444,3449,3454,3461,3469,3474,3480,3488,3494,3500,3506,3513,3518,3523,3530,3535,3540,3546,3552,3559,3565,3570,3576,3581,3592,3600,3605,3613,3618,3625,3630,3636,3641,3647,3652,3660,3666,3672],{"title":2944,"description":2945,"path":2946,"category":2947,"date":2948,"updatedAt":1785,"sourceType":1831,"source":2949,"tags":2950},"OpenClaw 支持超过 50 个集成平台","OpenClaw 宣布已支持超过 50 个消息和生产力平台集成，成为最全面的 AI 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[2430,2431,2289,2508,2597],{"title":3269,"description":3270,"path":3271,"category":3272,"date":1798,"updatedAt":1798,"sourceType":2039,"source":3273,"tags":3274},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[3275,3276,3277,3278],"education","adoption","ai-tutor","higher-education",{"title":3280,"description":3281,"path":3282,"category":3272,"date":1798,"updatedAt":1798,"sourceType":2039,"source":3283,"tags":3284},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 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",[1823,2884,1851,2882],{"title":3286,"description":3287,"path":3288,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3289,"tags":3290},"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",[1817,2022,1907,1909,2041],{"title":3292,"description":3293,"path":3294,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3295,"tags":3296},"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",[1802,2118,3297,2068,1959],"pending",{"title":3299,"description":3300,"path":3301,"category":3154,"date":2349,"updatedAt":2349,"sourceType":1831,"source":3302,"tags":3303},"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",[1802,1987,1930,1860,3304],"state",{"title":3306,"description":3307,"path":3308,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3309,"tags":3310},"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 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[1986,2742,2204,2137,1968],{"title":3312,"description":3313,"path":3314,"category":3154,"date":1993,"updatedAt":1993,"sourceType":1831,"source":3309,"tags":3315},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[1986,2815,3316,1985,2230],"activation",{"title":3318,"description":3319,"path":3320,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3321,"tags":3322},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[1816,2762,2381,2763,1824],{"title":3324,"description":3325,"path":3326,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3327,"tags":3328},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[3329,2884,3330,3331,3332],"showcase","home-assistant","nix","infrastructure",{"title":3334,"description":3335,"path":3336,"category":3154,"date":1965,"updatedAt":1965,"sourceType":1831,"source":3337,"tags":3338},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[2106,1806,2306,3225,2230],{"title":3340,"description":3341,"path":3342,"category":3154,"date":1965,"updatedAt":1965,"sourceType":1831,"source":3343,"tags":3344},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[2508,2396,2106,2397,1824],{"title":3346,"description":3347,"path":3348,"category":2974,"date":2948,"updatedAt":1785,"sourceType":2643,"source":2976,"tags":3349},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[2505,2576,2506,1817,1781],{"title":3351,"description":3352,"path":3353,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3354,"tags":3355},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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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",[3329,1806,2076,3366,3367],"vector-search","knowledge",{"title":3369,"description":3370,"path":3371,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3372,"tags":3373},"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",[2742,1986,2014,2016,2084],{"title":3375,"description":3376,"path":3377,"category":3154,"date":1965,"updatedAt":1965,"sourceType":1831,"source":3378,"tags":3379},"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",[2137,1930,1968,2141,1804],{"title":3381,"description":3382,"path":3383,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3211,"tags":3384},"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",[1923,2784,2078,1783,2468],{"title":3386,"description":3387,"path":3388,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3389,"tags":3390},"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",[1959,2117,1802,2118,2119],{"title":3392,"description":3393,"path":3394,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3395,"tags":3396},"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",[1859,2931,3397,2932,2508],"install",{"title":3399,"description":3400,"path":3401,"category":3154,"date":2349,"updatedAt":2349,"sourceType":1831,"source":3230,"tags":3402},"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",[2520,2069,2048,2118,1874],{"title":3404,"description":3405,"path":3406,"category":3154,"date":1993,"updatedAt":1993,"sourceType":1831,"source":3407,"tags":3408},"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",[1860,1930,2357,2520,1960],{"title":3410,"description":3411,"path":3412,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3254,"tags":3413},"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",[2118,2621,1804,2622,1824],{"title":3415,"description":3416,"path":3417,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3418,"tags":3419},"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",[1907,2040,1909,2039,2041],{"title":3421,"description":3422,"path":3423,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3424,"tags":3425},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[1907,2022,2796,2797,2507],{"title":3427,"description":3428,"path":3429,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3430,"tags":3431},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[2223,2224,1851,2093,1908],{"title":3433,"description":3434,"path":3435,"category":3154,"date":1993,"updatedAt":1993,"sourceType":1831,"source":3436,"tags":3437},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[2078,1923,1959,1783,2230],{"title":3439,"description":3440,"path":3441,"category":3154,"date":1993,"updatedAt":1993,"sourceType":1831,"source":3442,"tags":3443},"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",[2078,2590,1923,1802,1824],{"title":3445,"description":3446,"path":3447,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3148,"tags":3448},"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",[2505,2506,2508,2507],{"title":3450,"description":3451,"path":3452,"category":3154,"date":1965,"updatedAt":1965,"sourceType":1831,"source":3168,"tags":3453},"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",[1860,2118,1959,1874,2411],{"title":3455,"description":3456,"path":3457,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3458,"tags":3459},"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",[1968,1967,3460,1804,1969],"threads",{"title":3462,"description":3463,"path":3464,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3465,"tags":3466},"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",[2824,3467,3468,2823,1824],"snapshot","rotation",{"title":3470,"description":3471,"path":3472,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3337,"tags":3473},"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",[1987,1781,2693,2118,2544],{"title":3475,"description":3476,"path":3477,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3478,"tags":3479},"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 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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",[3329,2039,2014,1817,1852],{"title":3519,"description":3520,"path":3521,"category":3154,"date":1993,"updatedAt":1993,"sourceType":1831,"source":3510,"tags":3522},"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",[2544,2694,1985,1968,1781],{"title":3524,"description":3525,"path":3526,"category":3154,"date":2835,"updatedAt":2835,"sourceType":1831,"source":3527,"tags":3528},"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",[2837,2078,2863,2864,3529],"compatibility",{"title":3531,"description":3532,"path":3533,"category":3154,"date":1915,"updatedAt":1915,"sourceType":1831,"source":3187,"tags":3534},"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",[2564,1781,1874,1802,1783],{"title":3536,"description":3537,"path":3538,"category":3154,"date":2349,"updatedAt":2349,"sourceType":1831,"source":3302,"tags":3539},"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 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逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[2576,2577,2578,2579,2580],{"title":3553,"description":3554,"path":3555,"category":2947,"date":1872,"updatedAt":1872,"sourceType":1831,"source":3327,"tags":3556},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","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语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[3329,2062,3557,3558,2076],"phone","tts",{"title":3560,"description":3561,"path":3562,"category":3154,"date":1983,"updatedAt":1983,"sourceType":1831,"source":3563,"tags":3564},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 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个，覆盖更多应用场景。","/news/skills-marketplace-400",[1817,3070,2039,3635],"marketplace",{"title":3637,"description":3638,"path":3639,"category":3028,"date":2948,"updatedAt":1785,"sourceType":1831,"source":2949,"tags":3640},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[2084,1951,3030,1834],{"title":3642,"description":3643,"path":3644,"category":2967,"date":2948,"updatedAt":1785,"sourceType":1831,"source":2949,"tags":3645},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[2389,1874,3646,1781],"vpn",{"title":3648,"description":3649,"path":3650,"category":3028,"date":2948,"updatedAt":1785,"sourceType":1831,"source":2949,"tags":3651},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[2014,2313,3030,1834],{"title":3653,"description":3654,"path":3655,"category":3656,"date":2948,"updatedAt":1785,"sourceType":1831,"source":2949,"tags":3657},"OpenClaw 与 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