[{"data":1,"prerenderedAt":465},["ShallowReactive",2],{"docs-page-cn-\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fhermes_usage":3,"surround-cn-\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fhermes_usage":457},{"id":4,"title":5,"avatar":6,"banner":6,"body":7,"category":6,"desc":450,"description":109,"extension":451,"links":6,"meta":452,"navigation":6,"path":453,"seo":454,"stem":455,"__hash__":456},"docs\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fhermes_usage.md","本地插件使用",null,{"type":8,"value":9,"toc":434},"minimark",[10,14,22,73,76,80,102,112,115,117,120,123,197,199,202,208,211,213,215,218,221,223,226,233,235,238,250,252,254,258,261,315,321,323,325,329,332],[11,12,13],"h2",{"id":13},"基本使用",[15,16,17,21],"p",{},[18,19,20],"code",{},"@memtensor\u002Fmemos-local-plugin"," 同时支持 OpenClaw 与 Hermes。安装完成后，按你使用的 Agent 正常启动即可；插件会在每轮任务开始前注入本地记忆上下文，并在任务结束后写入 Trace、Policy、World Model 和 Skill。",[23,24,25,41],"table",{},[26,27,28],"thead",{},[29,30,31,35,38],"tr",{},[32,33,34],"th",{},"Agent",[32,36,37],{},"启动方式",[32,39,40],{},"Viewer",[42,43,44,58],"tbody",{},[29,45,46,50,53],{},[47,48,49],"td",{},"OpenClaw",[47,51,52],{},"正常启动或重启 OpenClaw gateway",[47,54,55],{},[18,56,57],{},"http:\u002F\u002F127.0.0.1:18799",[29,59,60,63,68],{},[47,61,62],{},"Hermes",[47,64,65],{},[18,66,67],{},"hermes chat",[47,69,70],{},[18,71,72],{},"http:\u002F\u002F127.0.0.1:18800",[74,75],"br",{},[77,78,79],"h3",{"id":79},"验证记忆功能",[81,82,83,87,99],"ol",{},[84,85,86],"li",{},"与 OpenClaw 或 Hermes Agent 进行任意对话。",[84,88,89,90,94,95,98],{},"打开对应 Memory Viewer，确认对话内容已出现在 ",[91,92,93],"strong",{},"Memories"," \u002F ",[91,96,97],{},"Tasks"," 页面。",[84,100,101],{},"新开一个对话，让 Agent 回忆之前的内容：",[103,104,110],"pre",{"className":105,"code":107,"language":108,"meta":109},[106],"language-text","你：你还记得我之前让你帮我处理过什么事情吗？\nAgent：（调用 memory_search）是的，我们之前讨论过……\n","text","",[18,111,107],{"__ignoreMap":109},[113,114],"hr",{},[74,116],{},[11,118,119],{"id":119},"记忆工具",[15,121,122],{},"本地插件会通过各自 Agent 宿主暴露记忆工具。不同宿主展示名称可能略有差异，但核心能力一致。",[23,124,125,135],{},[26,126,127],{},[29,128,129,132],{},[32,130,131],{},"工具",[32,133,134],{},"说明",[42,136,137,147,157,167,177,187],{},[29,138,139,144],{},[47,140,141],{},[18,142,143],{},"memory_search",[47,145,146],{},"从 Skill、Trace\u002FEpisode、World Model 三层检索相关上下文。",[29,148,149,154],{},[47,150,151],{},[18,152,153],{},"memory_get",[47,155,156],{},"获取某条记忆详情。",[29,158,159,164],{},[47,160,161],{},[18,162,163],{},"memory_timeline",[47,165,166],{},"查看某个 episode \u002F task 附近的时间线。",[29,168,169,174],{},[47,170,171],{},[18,172,173],{},"skill_list",[47,175,176],{},"列出当前可用 Skill。",[29,178,179,184],{},[47,180,181],{},[18,182,183],{},"skill_get",[47,185,186],{},"获取某个 Skill 的调用指南。",[29,188,189,194],{},[47,190,191],{},[18,192,193],{},"memory_environment",[47,195,196],{},"查询 L3 World Model，了解项目结构、环境规律和约束。",[74,198],{},[77,200,201],{"id":201},"调用示例",[103,203,206],{"className":204,"code":205,"language":108,"meta":109},[106],"Agent 调用:\n  memory_search(\"Nginx 部署配置\")\n  → 返回相关 Skill、Trace 片段和环境认知\n\nAgent 调用:\n  skill_get(\"nginx-proxy\")\n  → 返回可执行步骤、适用条件和注意事项\n",[18,207,205],{"__ignoreMap":109},[15,209,210],{},"插件也会记录工具调用成功 \u002F 失败结果，用于后续 decision repair。",[113,212],{},[74,214],{},[11,216,217],{"id":217},"团队共享",[15,219,220],{},"默认情况下，OpenClaw 与 Hermes 各自使用独立本地数据库。需要协作时，可以在 Memory Viewer 中启用 Team Sharing，把本地结晶出的 Skill 和可选 Trace 摘要共享给同一局域网 \u002F VPN 内的其他实例。",[74,222],{},[77,224,225],{"id":225},"配置方式",[15,227,228,229,232],{},"打开对应 Agent 的 Memory Viewer，进入 ",[91,230,231],{},"Settings → Team Sharing","，按面板提示填写团队地址和 token，保存后插件会自动重启并加载设置。",[74,234],{},[77,236,237],{"id":237},"预期效果",[239,240,241,244,247],"ul",{},[84,242,243],{},"私有本地数据默认留在当前 Agent 的运行目录中。",[84,245,246],{},"明确共享的 Skill 可被其他实例检索和复用。",[84,248,249],{},"Hub 不在算法关键路径上；共享失败时，本地记忆写入、召回和 Skill 检索仍可继续。",[113,251],{},[74,253],{},[11,255,257],{"id":256},"多-agent-场景","多 Agent 场景",[15,259,260],{},"同一台机器上同时安装 OpenClaw 和 Hermes 时，它们的端口和数据完全隔离：",[23,262,263,274],{},[26,264,265],{},[29,266,267,270,272],{},[32,268,269],{},"资源",[32,271,49],{},[32,273,62],{},[42,275,276,290,305],{},[29,277,278,280,285],{},[47,279,40],{},[47,281,282],{},[18,283,284],{},"18799",[47,286,287],{},[18,288,289],{},"18800",[29,291,292,295,300],{},[47,293,294],{},"数据目录",[47,296,297],{},[18,298,299],{},"~\u002F.openclaw\u002Fmemos-plugin\u002F",[47,301,302],{},[18,303,304],{},"~\u002F.hermes\u002Fmemos-plugin\u002F",[29,306,307,310,313],{},[47,308,309],{},"配置入口",[47,311,312],{},"Viewer → Settings",[47,314,312],{},[103,316,319],{"className":317,"code":318,"language":108,"meta":109},[106],"OpenClaw:\n  memory_search(\"deploy config\")\n  → 优先使用 OpenClaw 本地经验\n\nHermes:\n  memory_search(\"deploy config\")\n  → 优先使用 Hermes 本地经验\n\n开启 Hub 后:\n  两者可以显式复用团队共享 Skill\n",[18,320,318],{"__ignoreMap":109},[113,322],{},[74,324],{},[11,326,328],{"id":327},"viewer-管理","Viewer 管理",[15,330,331],{},"Memory Viewer 提供这些常用入口：",[23,333,334,344],{},[26,335,336],{},[29,337,338,341],{},[32,339,340],{},"页面",[32,342,343],{},"用途",[42,345,346,354,361,368,376,384,392,404,412],{},[29,347,348,351],{},[47,349,350],{},"Overview",[47,352,353],{},"查看核心状态、版本、事件流和健康状态。",[29,355,356,358],{},[47,357,93],{},[47,359,360],{},"查看 L1 Trace 和原始执行记录。",[29,362,363,365],{},[47,364,97],{},[47,366,367],{},"查看按任务聚合的对话与执行结果。",[29,369,370,373],{},[47,371,372],{},"Policies",[47,374,375],{},"查看从多个 Trace 归纳出的策略。",[29,377,378,381],{},[47,379,380],{},"World Models",[47,382,383],{},"查看环境认知与约束。",[29,385,386,389],{},[47,387,388],{},"Skills",[47,390,391],{},"查看、检索或停用结晶出的 Skill。",[29,393,394,397],{},[47,395,396],{},"Import",[47,398,399,400,403],{},"导入旧版插件数据、OpenClaw 会话 JSONL、Hermes ",[18,401,402],{},"MEMORY.md","，或导入 \u002F 导出 JSON 备份。",[29,405,406,409],{},[47,407,408],{},"Settings",[47,410,411],{},"配置模型、团队共享、日志和 telemetry。",[29,413,414,417],{},[47,415,416],{},"Help",[47,418,419,420,423,424,423,427,423,430,433],{},"查看 ",[18,421,422],{},"V","、",[18,425,426],{},"α",[18,428,429],{},"R_human",[18,431,432],{},"η","、support、gain 等字段含义。",{"title":109,"searchDepth":435,"depth":435,"links":436},2,[437,441,444,448,449],{"id":13,"depth":435,"text":13,"children":438},[439],{"id":79,"depth":440,"text":79},3,{"id":119,"depth":435,"text":119,"children":442},[443],{"id":201,"depth":440,"text":201},{"id":217,"depth":435,"text":217,"children":445},[446,447],{"id":225,"depth":440,"text":225},{"id":237,"depth":440,"text":237},{"id":256,"depth":435,"text":257},{"id":327,"depth":435,"text":328},"MemOS 本地插件在 OpenClaw 与 Hermes 中的基础使用、工具调用、团队共享和多 Agent 场景示例。","md",{},"\u002Fcn\u002Fopenclaw\u002Fexamples\u002Fhermes_usage",{"title":5,"description":109},"cn\u002Fopenclaw\u002Fexamples\u002Fhermes_usage","E35JgH2EbKmUsii4COX4KpMDQX3X-4B1ihti37EVH1w",[458,-1],{"title":459,"path":460,"stem":461,"icon":462,"framework":6,"module":6,"class":463,"target":-1,"active":464,"defaultOpen":464,"children":-1,"description":-1},"记忆召回的二次过滤","\u002Fcn\u002Fopenclaw\u002Fexamples\u002Frecall_filter","openclaw\u002Fexamples\u002Frecall_filter","i-ri-filter-3-line",[],false,1781767991049]