[{"data":1,"prerenderedAt":2791},["ShallowReactive",2],{"best-practices:hooks-onboarding-sequence":3,"content-manifest":283},{"id":4,"title":5,"body":6,"category":262,"date":263,"description":264,"difficulty":265,"extension":266,"meta":267,"navigation":268,"path":269,"seo":270,"source":271,"sourceName":272,"sourceType":273,"stem":274,"tags":275,"updatedAt":281,"__hash__":282},"bestPractices/best-practices/hooks-onboarding-sequence.md","Hooks、插件和 Skills 的启用顺序怎么排",{"type":7,"value":8,"toc":251},"minimark",[9,13,17,24,27,32,35,47,50,61,64,68,71,94,97,108,111,115,118,121,138,141,152,156,159,162,173,176,179,182,196,199,202,205,210,213,224,227,248],[10,11,5],"h1",{"id":12},"hooks插件和-skills-的启用顺序怎么排",[14,15,16],"p",{},"OpenClaw 的扩展层现在已经很丰富了，但第一次开始真正扩的时候，最容易犯的错不是“不会配”，而是：",[18,19,20],"ul",{},[21,22,23],"li",{},"三层一起上",[14,25,26],{},"也就是同时装插件、开 hooks、再加一堆 skills。这样一旦出问题，你几乎很难判断问题到底出在哪一层。",[28,29,31],"h2",{"id":30},"第一原则先扩能力再扩行为再扩组织方式","第一原则：先扩能力，再扩行为，再扩组织方式",[14,33,34],{},"更稳的顺序通常是：",[36,37,38,41,44],"ol",{},[21,39,40],{},"先插件",[21,42,43],{},"再 hooks",[21,45,46],{},"最后 skills",[14,48,49],{},"原因很简单：",[18,51,52,55,58],{},[21,53,54],{},"插件更偏“系统有没有这个能力”",[21,56,57],{},"hooks 更偏“什么时候自动做”",[21,59,60],{},"skills 更偏“怎么把这些东西教给 agent”",[14,62,63],{},"如果能力层都还没稳，就不该先堆行为层和组织层。",[28,65,67],{"id":66},"第二原则先让默认-bundled-hooks-跑通再做自定义","第二原则：先让默认 bundled hooks 跑通，再做自定义",[14,69,70],{},"根据最新官方 Hooks 文档，OpenClaw 当前自带几种 bundled hooks，例如：",[18,72,73,79,84,89],{},[21,74,75],{},[76,77,78],"code",{},"session-memory",[21,80,81],{},[76,82,83],{},"bootstrap-extra-files",[21,85,86],{},[76,87,88],{},"command-logger",[21,90,91],{},[76,92,93],{},"boot-md",[14,95,96],{},"这类 hooks 非常适合作为第一批观察对象，因为：",[18,98,99,102,105],{},[21,100,101],{},"文档更完整",[21,103,104],{},"行为更稳定",[21,106,107],{},"更接近官方默认模型",[14,109,110],{},"比起一上来就写自定义 hook，先把 bundled hooks 跑一轮，能更快理解系统触发点。",[28,112,114],{"id":113},"第三原则plugins-先少量启用再看-hooks-list","第三原则：plugins 先少量启用，再看 hooks list",[14,116,117],{},"插件层更适合作为第一批能力入口，但也不建议一次装很多。",[14,119,120],{},"更稳的节奏通常是：",[36,122,123,126,132],{},[21,124,125],{},"装 1 个高频插件",[21,127,128,129],{},"跑 ",[76,130,131],{},"openclaw plugins list",[21,133,134,135],{},"再看 ",[76,136,137],{},"openclaw hooks list",[14,139,140],{},"这样你能更快看清：",[18,142,143,146,149],{},[21,144,145],{},"哪些能力真被加进来了",[21,147,148],{},"哪些 hook 是插件带来的",[21,150,151],{},"哪些是独立 hooks",[28,153,155],{"id":154},"第四原则skills-最后再加是为了降低-prompt-复杂度","第四原则：skills 最后再加，是为了降低 prompt 复杂度",[14,157,158],{},"站里已经讲过 skill 本身会进入 system prompt，这意味着它不是“装了也没成本”。",[14,160,161],{},"如果你在插件和 hooks 还没稳定前就大量装 skill，问题通常会变成：",[18,163,164,167,170],{},[21,165,166],{},"prompt 变长",[21,168,169],{},"能力选择更乱",[21,171,172],{},"排障更难",[14,174,175],{},"所以第一次扩展时，让 skills 最后进场通常是最省事的。",[28,177,178],{"id":178},"一条更稳的第一次扩展路线",[14,180,181],{},"对大多数人来说，更适合的顺序通常是：",[36,183,184,187,190,193],{},[21,185,186],{},"先把 dashboard 和基本聊天链路跑通",[21,188,189],{},"装一个插件",[21,191,192],{},"启一个 bundled hook",[21,194,195],{},"最后再装 1 到 2 个高频 skill",[14,197,198],{},"这条路径的好处是：每加一层，你都更容易知道是哪一层带来了变化。",[28,200,201],{"id":201},"中文站建议怎么记",[14,203,204],{},"如果要用一句话压缩：",[18,206,207],{},[21,208,209],{},"先让系统会做，再让系统自动做，最后再让系统更会做",[14,211,212],{},"其中：",[18,214,215,218,221],{},[21,216,217],{},"插件让系统会做",[21,219,220],{},"hooks 让系统自动做",[21,222,223],{},"skills 让系统更会做",[28,225,226],{"id":226},"下一步推荐",[18,228,229,236,242],{},[21,230,231],{},[232,233,235],"a",{"href":234},"/docs/manual/clawhub-versioning-and-sync","ClawHub 的版本、锁文件和 sync 怎么理解",[21,237,238],{},[232,239,241],{"href":240},"/docs/manual/plugin-managed-hooks","插件托管 hooks 与扩展能力边界",[21,243,244],{},[232,245,247],{"href":246},"/docs/manual/skills-system","Skills 系统怎么工作",[14,249,250],{},"把这几页串起来看，扩展层的启用顺序就会更清楚。",{"title":252,"searchDepth":253,"depth":253,"links":254},"",2,[255,256,257,258,259,260,261],{"id":30,"depth":253,"text":31},{"id":66,"depth":253,"text":67},{"id":113,"depth":253,"text":114},{"id":154,"depth":253,"text":155},{"id":178,"depth":253,"text":178},{"id":201,"depth":253,"text":201},{"id":226,"depth":253,"text":226},"扩展实践",null,"结合最新官方 Hooks、Plugins、Skills 和 Onboarding 文档，总结第一次扩展 OpenClaw 时怎样安排 hooks、插件与 skills 的启用顺序，降低排障复杂度。","初级","md",{},true,"/best-practices/hooks-onboarding-sequence",{"title":5,"description":264},"https://docs.openclaw.ai/automation/hooks","OpenClaw 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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",[297,298,299,300,301,302],"concepts","gateway","agent","channels","tools","memory",{"title":304,"description":305,"path":306,"category":293,"updatedAt":307,"sourceType":295,"tags":308},"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",[309,310,311,312,278],"developers","teams","architecture","configuration",{"title":314,"description":315,"path":316,"category":293,"updatedAt":307,"sourceType":295,"tags":317},"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",[318,319,298,320,321],"enterprise","operations","security","upgrades",{"title":323,"description":324,"path":325,"category":293,"updatedAt":326,"sourceType":273,"tags":327},"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","2026-03-12",[299,328,329,330],"quickstart","tutorial","basics",{"title":332,"description":333,"path":334,"category":293,"updatedAt":326,"sourceType":273,"tags":335},"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",[300,328,329,330],{"title":337,"description":338,"path":339,"category":293,"updatedAt":326,"sourceType":273,"tags":340},"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",[278,328,329,330],{"title":342,"description":343,"path":344,"category":293,"updatedAt":326,"sourceType":273,"tags":345},"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",[346,347,328,329],"workflow","automation",{"title":349,"description":350,"path":351,"category":293,"updatedAt":352,"sourceType":273,"tags":353},"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 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开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[376,377,355,300,278],"personal","getting-started",{"title":379,"description":380,"path":381,"category":382,"updatedAt":352,"sourceType":273,"tags":383},"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",[384,385,386,279],"reading-path","overview","docs",{"title":388,"description":389,"path":390,"category":391,"updatedAt":392,"sourceType":273,"tags":393},"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",[385,394,300,395],"self-hosted","assistant",{"title":397,"description":398,"path":399,"category":293,"updatedAt":307,"sourceType":295,"tags":400},"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",[278,277,401,276,402],"multi-agent","decision",{"title":404,"description":405,"path":406,"category":293,"updatedAt":407,"sourceType":295,"tags":408},"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",[300,279,402,298,409],"safety",{"title":411,"description":412,"path":413,"category":293,"updatedAt":407,"sourceType":295,"tags":414},"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",[415,416,320,402,377],"models","configurations",{"title":418,"description":419,"path":420,"category":293,"updatedAt":407,"sourceType":295,"tags":421},"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",[355,422,300,402,377],"webchat",{"title":424,"description":425,"path":426,"category":293,"updatedAt":407,"sourceType":295,"tags":427},"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",[377,402,386,428,429],"paths","topics",{"title":431,"description":432,"path":433,"category":391,"updatedAt":352,"sourceType":273,"tags":434},"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",[435,310,436,394],"users","scenarios",{"title":438,"description":439,"path":440,"category":441,"updatedAt":352,"sourceType":442,"tags":443},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","功能","third-party",[444,445,302,278],"workspace","soul",{"title":447,"description":448,"path":449,"category":450,"updatedAt":352,"sourceType":273,"tags":451},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[298,452,311,453],"nodes","control-plane",{"title":455,"description":456,"path":457,"category":441,"updatedAt":458,"sourceType":273,"tags":459},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[460,461,462,300,312],"bindings","routing","agents",{"title":464,"description":465,"path":466,"category":441,"updatedAt":407,"sourceType":273,"tags":467},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 模式下该注意什么。","/docs/manual/bluebubbles-imessage",[300,468,469,470,471],"bluebubbles","imessage","macos","webhook",{"title":473,"description":474,"path":475,"category":441,"updatedAt":476,"sourceType":273,"tags":477},"Broadcast Groups 和普通 routing 的边界怎么区分","基于最新官方 Broadcast Groups 与 Channel Routing 文档，解释 Broadcast Groups 何时会生效、为什么它不是 bindings 的替代品，以及多代理同群运行时的 session、工具和响应顺序边界。","/docs/manual/broadcast-groups-and-routing-boundaries","2026-03-25",[478,461,479,462,480],"broadcast","groups","session",{"title":482,"description":483,"path":484,"category":485,"updatedAt":486,"sourceType":273,"tags":487},"Broadcast 和普通 bindings 谁先生效，什么时候该用哪一个","基于最新官方 Broadcast Groups、Channel Routing 与 Groups 文档，整理 broadcast、bindings、group policy 和 mention gating 的生效顺序，帮助团队区分“多 agent 协作”和“单 agent 路由”到底该落在哪层。","/docs/manual/broadcast-vs-binding-precedence","使用说明","2026-03-29",[478,460,461,479,488,489],"precedence","manual",{"title":491,"description":492,"path":493,"category":441,"updatedAt":352,"sourceType":273,"tags":494},"Camera Capture 与拍照/短视频能力","理解 OpenClaw 的 camera capture 如何通过 nodes 暴露给 agent，以及设备权限和用户设置为什么比命令本身更重要。","/docs/manual/camera-capture",[495,452,496,470,299],"camera","mobile",{"title":498,"description":499,"path":500,"category":441,"updatedAt":281,"sourceType":273,"tags":501},"频道与 Session 路由怎么决定上下文边界","基于最新官方 Channel Routing 文档，整理 OpenClaw 的 session key 形状、DM/main 合并、线程隔离、binding 优先级，以及为什么 routing 不是模型自己决定的。","/docs/manual/channel-routing-and-session-keys",[461,480,300,460,479],{"title":503,"description":504,"path":505,"category":441,"updatedAt":407,"sourceType":273,"tags":506},"OpenClaw 渠道能力概览","了解 OpenClaw 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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",[609,610,298,452,1081],{"title":1216,"description":1217,"path":1218,"category":1075,"updatedAt":836,"sourceType":273,"tags":1219},"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",[480,298,422,355,1081],{"title":1221,"description":1222,"path":1223,"category":1075,"updatedAt":486,"sourceType":273,"tags":1224},"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",[298,844,1225,1226,1081],"protocol","scopes",{"title":1228,"description":1229,"path":1230,"category":1075,"updatedAt":476,"sourceType":273,"tags":1231},"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",[479,1232,461,695,628],"mention",{"title":1234,"description":1235,"path":1236,"category":1075,"updatedAt":486,"sourceType":273,"tags":1237},"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",[891,1238,1239,1240,1081],"visibility","activeHours","alerts",{"title":1242,"description":1243,"path":1244,"category":1075,"updatedAt":476,"sourceType":273,"tags":1245},"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",[838,844,1246,298,1081],"sdk",{"title":1248,"description":1249,"path":1250,"category":1075,"updatedAt":476,"sourceType":273,"tags":1251},"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",[312,1252,868,1253,1081],"include","arrays",{"title":1255,"description":1256,"path":1257,"category":1075,"updatedAt":458,"sourceType":273,"tags":1258},"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",[715,1259,584,346,1081],"invoke",{"title":1261,"description":1262,"path":1263,"category":1075,"updatedAt":486,"sourceType":273,"tags":1264},"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",[302,1265,1266,1267,1268,1081],"hybrid-search","ranking","mmr","retrieval",{"title":1270,"description":1271,"path":1272,"category":1075,"updatedAt":407,"sourceType":273,"tags":1273},"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",[415,1274,558,569,1081],"probe",{"title":1276,"description":1277,"path":1278,"category":1075,"updatedAt":776,"sourceType":273,"tags":1279},"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",[609,610,1111,1280,898],"credentials",{"title":1282,"description":1283,"path":1284,"category":1075,"updatedAt":407,"sourceType":273,"tags":1285},"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",[277,515,1286,1287,995,1081],"npm","pin",{"title":1289,"description":1290,"path":1291,"category":1166,"updatedAt":281,"sourceType":273,"tags":1292},"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",[1168,1293,678,569,641],"raw-stream",{"title":1295,"description":1296,"path":1297,"category":1075,"updatedAt":486,"sourceType":273,"tags":1298},"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",[368,1299,558,298,1081],"tlsFingerprint",{"title":1301,"description":1302,"path":1303,"category":1075,"updatedAt":486,"sourceType":273,"tags":1304},"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",[479,1305,1306,1307,1081],"mentions","pending-history","reply",{"title":1309,"description":1310,"path":1311,"category":1075,"updatedAt":458,"sourceType":273,"tags":1312},"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",[1313,1314,1315,569,1081],"secrets","secretrefs","runtime",{"title":1317,"description":1318,"path":1319,"category":1075,"updatedAt":476,"sourceType":273,"tags":1320},"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",[480,320,1183,609,695],{"title":1322,"description":1323,"path":1324,"category":1075,"updatedAt":1325,"sourceType":273,"tags":1326},"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",[480,1327,1328,793,1081],"transcript","jsonl",{"title":1330,"description":1331,"path":1332,"category":1075,"updatedAt":1325,"sourceType":273,"tags":1333},"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",[597,740,1334,1019,319],"store",{"title":1336,"description":1337,"path":1338,"category":1075,"updatedAt":486,"sourceType":273,"tags":1339},"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",[320,1034,1019,1340,1081],"ingress",{"title":1342,"description":1343,"path":1344,"category":1075,"updatedAt":281,"sourceType":273,"tags":1345},"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",[740,926,1346,678,1347],"health","troubleshooting",{"title":1349,"description":1350,"path":1351,"category":1075,"updatedAt":1325,"sourceType":273,"tags":1352},"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",[1327,1353,569,1354,1081],"hygiene","tool-calls",{"title":1356,"description":1357,"path":1358,"category":1166,"updatedAt":352,"sourceType":273,"tags":1359},"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。","/docs/reference/troubleshooting",[1347,917,926,678],{"title":1361,"description":1362,"path":1363,"category":1075,"updatedAt":458,"sourceType":273,"tags":1364},"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",[422,1365,1366,1327,1081],"history","inject",{"title":1368,"description":1369,"path":1370,"category":1371,"updatedAt":407,"sourceType":273,"tags":1372},"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",[1373,1374,1375,1376,945,946],"china","cloud","deployment","feishu",{"title":1378,"description":1379,"path":1380,"category":1371,"updatedAt":352,"sourceType":273,"tags":1381},"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",[1375,369,1382,1374,1383],"docker","wsl2",{"title":1385,"description":1386,"path":1387,"category":1371,"updatedAt":784,"sourceType":273,"tags":1388},"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",[354,1286,1389,1383],"install-script",{"title":1391,"description":1392,"path":1393,"category":1371,"updatedAt":281,"sourceType":273,"tags":1394},"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",[354,1395,1389,1396,996],"updater","git",{"title":1398,"description":1399,"path":1400,"category":1371,"updatedAt":326,"sourceType":273,"tags":1401},"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",[354,1395,1402,917,996],"uninstall",{"title":1404,"description":1405,"path":1406,"category":1371,"updatedAt":326,"sourceType":273,"tags":1407},"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",[1408,354,362,1409],"linux","server",{"title":1411,"description":1412,"path":1413,"category":1371,"updatedAt":326,"sourceType":273,"tags":1414},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[470,354,362,1415],"apple",{"title":1417,"description":1418,"path":1419,"category":1420,"updatedAt":352,"sourceType":273,"tags":1421},"版本迁移与升级检查单","在 OpenClaw 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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",[318,1375,346,1373],{"title":1778,"description":1779,"path":1780,"category":1438,"date":281,"updatedAt":281,"sourceType":273,"source":271,"tags":1781},"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",[278,515,277,276,280],{"title":1783,"description":1784,"path":1785,"category":1646,"date":476,"updatedAt":476,"sourceType":273,"source":1786,"tags":1787},"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 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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",[312,1252,868,1253,319],{"title":1815,"description":1816,"path":1817,"category":1438,"date":281,"updatedAt":281,"sourceType":273,"source":1818,"tags":1819},"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",[1820,1375,1821,1822,1823],"showcase","home-assistant","nix","infrastructure",{"title":1825,"description":1826,"path":1827,"category":1646,"date":458,"updatedAt":458,"sourceType":273,"source":1828,"tags":1829},"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 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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",[569,415,452,558,719],{"title":1930,"description":1931,"path":1932,"category":1646,"date":486,"updatedAt":486,"sourceType":273,"source":1933,"tags":1934},"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",[569,1080,415,298,319],{"title":1936,"description":1937,"path":1938,"category":1438,"date":281,"updatedAt":281,"sourceType":273,"source":1640,"tags":1939},"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",[993,994,996,995],{"title":1941,"description":1942,"path":1943,"category":1646,"date":458,"updatedAt":458,"sourceType":273,"source":1660,"tags":1944},"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",[355,609,452,368,898],{"title":1946,"description":1947,"path":1948,"category":1646,"date":476,"updatedAt":476,"sourceType":273,"source":1949,"tags":1950},"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",[461,460,1951,300,462],"threads",{"title":1953,"description":1954,"path":1955,"category":1646,"date":476,"updatedAt":476,"sourceType":273,"source":1956,"tags":1957},"OpenClaw Secret 观察：active snapshot 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