[{"data":1,"prerenderedAt":3268},["ShallowReactive",2],{"best-practices:whatsapp-automation":3,"content-manifest":622},{"id":4,"title":5,"body":6,"category":605,"date":606,"description":607,"difficulty":608,"extension":609,"meta":610,"navigation":344,"path":611,"seo":612,"source":606,"sourceName":606,"sourceType":613,"stem":614,"tags":615,"updatedAt":620,"__hash__":621},"bestPractices/best-practices/whatsapp-automation.md","WhatsApp 自动化工作流实战",{"type":7,"value":8,"toc":582},"minimark",[9,13,17,21,25,148,151,198,201,204,292,295,324,327,330,391,394,444,447,450,500,503,507,523,527,538,542,553,556,578],[10,11,5],"h1",{"id":12},"whatsapp-自动化工作流实战",[14,15,16],"p",{},"本文介绍如何利用 OpenClaw 的 WhatsApp 渠道实现各种自动化工作流。",[18,19,20],"h2",{"id":20},"自动回复设置",[22,23,24],"h3",{"id":24},"基本自动回复",[26,27,32],"pre",{"className":28,"code":29,"language":30,"meta":31,"style":31},"language-json shiki shiki-themes github-light github-dark","{\n  \"channels\": {\n    \"whatsapp\": {\n      \"autoReply\": {\n        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if \"天气\" in message.text:\n        weather = await get_weather()\n        return f\"今天天气：{weather}\"\n    elif \"日程\" in message.text:\n        schedule = await get_schedule()\n        return format_schedule(schedule)\n    return None\n","python",[33,157,158,163,168,173,178,183,188,193],{"__ignoreMap":31},[36,159,160],{"class":38,"line":39},[36,161,162],{},"async def handle_message(message):\n",[36,164,165],{"class":38,"line":46},[36,166,167],{},"    if \"天气\" in message.text:\n",[36,169,170],{"class":38,"line":56},[36,171,172],{},"        weather = await get_weather()\n",[36,174,175],{"class":38,"line":64},[36,176,177],{},"        return f\"今天天气：{weather}\"\n",[36,179,180],{"class":38,"line":72},[36,181,182],{},"    elif \"日程\" in message.text:\n",[36,184,185],{"class":38,"line":87},[36,186,187],{},"        schedule = await get_schedule()\n",[36,189,190],{"class":38,"line":95},[36,191,192],{},"        return 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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",[740,883,1714,1715,1420,1505],"npm","pin",{"title":1717,"description":1718,"path":1719,"category":1594,"updatedAt":705,"sourceType":666,"tags":1720},"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",[1596,1721,1057,821,1020],"raw-stream",{"title":1723,"description":1724,"path":1725,"category":1499,"updatedAt":856,"sourceType":666,"tags":1726},"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",[707,1727,823,637,1505],"tlsFingerprint",{"title":1729,"description":1730,"path":1731,"category":1499,"updatedAt":856,"sourceType":666,"tags":1732},"回复机器人消息也算 mention 吗，pending history 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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",[850,659,1611,988,1074],{"title":1749,"description":1750,"path":1751,"category":1499,"updatedAt":1752,"sourceType":666,"tags":1753},"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",[850,1754,1755,1220,1505],"transcript","jsonl",{"title":1757,"description":1758,"path":1759,"category":1499,"updatedAt":1752,"sourceType":666,"tags":1760},"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 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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",[1754,1780,821,1781,1505],"hygiene","tool-calls",{"title":1783,"description":1784,"path":1785,"category":1594,"updatedAt":620,"sourceType":666,"tags":1786},"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",[1774,1343,1352,1057],{"title":1788,"description":1789,"path":1790,"category":1499,"updatedAt":828,"sourceType":666,"tags":1791},"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",[763,1792,1793,1754,1505],"history","inject",{"title":1795,"description":1796,"path":1797,"category":1798,"updatedAt":748,"sourceType":666,"tags":1799},"国内云部署思路","面向中文团队整理 OpenClaw 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的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[651,883,740,742,902],{"title":2218,"description":2219,"path":2220,"category":2069,"date":808,"updatedAt":808,"sourceType":666,"source":2221,"tags":2222},"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",[966,967,968,969,618,970],{"title":2224,"description":2225,"path":2226,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2227,"tags":2228},"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",[637,988,2229,929,802],"pending",{"title":2231,"description":2232,"path":2233,"category":2069,"date":1263,"updatedAt":1263,"sourceType":666,"source":2234,"tags":2235},"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",[637,850,763,693,2236],"state",{"title":2238,"description":2239,"path":2240,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2241,"tags":2242},"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",[849,1660,1074,1007,831],{"title":2244,"description":2245,"path":2246,"category":2069,"date":856,"updatedAt":856,"sourceType":666,"source":2241,"tags":2247},"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",[849,1733,2248,848,1121],"activation",{"title":2250,"description":2251,"path":2252,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2253,"tags":2254},"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",[650,1680,1295,1681,658],{"title":2256,"description":2257,"path":2258,"category":1862,"date":705,"updatedAt":705,"sourceType":666,"source":2259,"tags":2260},"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",[2261,1802,2262,2263,2264],"showcase","home-assistant","nix","infrastructure",{"title":2266,"description":2267,"path":2268,"category":2069,"date":828,"updatedAt":828,"sourceType":666,"source":2269,"tags":2270},"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",[788,640,1220,2152,1121],{"title":2272,"description":2273,"path":2274,"category":2069,"date":828,"updatedAt":828,"sourceType":666,"source":2275,"tags":2276},"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",[1421,811,788,1310,658],{"title":2278,"description":2279,"path":2280,"category":1888,"date":1863,"updatedAt":620,"sourceType":1562,"source":1890,"tags":2281},"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",[1418,1490,1419,651,659],{"title":2283,"description":2284,"path":2285,"category":2069,"date":748,"updatedAt":748,"sourceType":666,"source":2286,"tags":2287},"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",[2261,640,937,2298,2299],"vector-search","knowledge",{"title":2301,"description":2302,"path":2303,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2304,"tags":2305},"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",[1660,849,876,877,944],{"title":2307,"description":2308,"path":2309,"category":2069,"date":828,"updatedAt":828,"sourceType":666,"source":2310,"tags":2311},"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",[1007,763,831,1011,618],{"title":2313,"description":2314,"path":2315,"category":2069,"date":748,"updatedAt":748,"sourceType":666,"source":2138,"tags":2316},"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",[756,1702,821,823,1380],{"title":2318,"description":2319,"path":2320,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2321,"tags":2322},"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",[802,987,637,988,989],{"title":2324,"description":2325,"path":2326,"category":1862,"date":705,"updatedAt":705,"sourceType":666,"source":2327,"tags":2328},"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",[692,1847,1115,1848,1421],{"title":2330,"description":2331,"path":2332,"category":2069,"date":1263,"updatedAt":1263,"sourceType":666,"source":2157,"tags":2333},"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",[1433,930,909,988,707],{"title":2335,"description":2336,"path":2337,"category":2069,"date":856,"updatedAt":856,"sourceType":666,"source":2338,"tags":2339},"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",[693,763,1271,1433,803],{"title":2341,"description":2342,"path":2343,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2180,"tags":2344},"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",[988,1540,618,1541,658],{"title":2346,"description":2347,"path":2348,"category":1862,"date":705,"updatedAt":705,"sourceType":666,"source":2349,"tags":2350},"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",[740,901,742,900,902],{"title":2352,"description":2353,"path":2354,"category":2069,"date":748,"updatedAt":748,"sourceType":666,"source":2355,"tags":2356},"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",[740,883,1714,1715,1420],{"title":2358,"description":2359,"path":2360,"category":2069,"date":748,"updatedAt":748,"sourceType":666,"source":2361,"tags":2362},"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",[1102,1103,619,954,741],{"title":2364,"description":2365,"path":2366,"category":2069,"date":856,"updatedAt":856,"sourceType":666,"source":2367,"tags":2368},"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",[821,756,802,823,1121],{"title":2370,"description":2371,"path":2372,"category":2069,"date":856,"updatedAt":856,"sourceType":666,"source":2373,"tags":2374},"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",[821,1504,756,637,658],{"title":2376,"description":2377,"path":2378,"category":1862,"date":705,"updatedAt":705,"sourceType":666,"source":2057,"tags":2379},"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",[1418,1419,1421,1420],{"title":2381,"description":2382,"path":2383,"category":2069,"date":828,"updatedAt":828,"sourceType":666,"source":2083,"tags":2384},"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",[693,988,802,707,1324],{"title":2386,"description":2387,"path":2388,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2389,"tags":2390},"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",[831,830,2391,618,832],"threads",{"title":2393,"description":2394,"path":2395,"category":2069,"date":808,"updatedAt":808,"sourceType":666,"source":2396,"tags":2397},"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",[1162,1049,1163,733,639],{"title":2399,"description":2400,"path":2401,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2402,"tags":2403},"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",[1742,2404,2405,1741,658],"snapshot","rotation",{"title":2407,"description":2408,"path":2409,"category":2069,"date":846,"updatedAt":846,"sourceType":666,"source":2269,"tags":2410},"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",[850,659,1611,988,1458],{"title":2412,"description":2413,"path":2414,"category":2069,"date":748,"updatedAt":748,"sourceType":666,"source":2415,"tags":2416},"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",[659,1443,1445,1444,658],{"title":2418,"description":2419,"path":2420,"category":2421,"date":633,"updatedAt":633,"sourceType":900,"source":2422,"tags":2423},"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",[659,2424,1020,657],"compliance",{"title":2426,"description":2427,"path":2428,"category":2069,"date":828,"updatedAt":828,"sourceType":666,"source":2402,"tags":2429},"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",[659,1741,954,2430,658],"proxy",{"title":2432,"description":2433,"path":2434,"category":2069,"date":1752,"updatedAt":1752,"sourceType":666,"source":2435,"tags":2436},"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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