Short Review
Fast feasibility check.
Technical path source: https://github.com/LUTAO581314/hermes-
Please review this MOXI agent-system technical path. The system is intended to run on a lightweight VPS as an orchestrator, while heavy reasoning, vision, speech, search expansion, and future video are API-first or external-runtime-first.
Core route:
user message -> interaction surface -> channel policy -> orchestration core -> governed memory context -> selected tools or external runtimes -> model response -> visible result -> reviewed memory/report write-back.
Please assess feasibility, missing modules, risks, and the next three implementation steps.
Full Review
Architecture, modules, risk, and roadmap.
Technical path source: https://github.com/LUTAO581314/hermes-
You are reviewing the MOXI Agent System technical path.
Goal:
Build a lightweight personal and company agent system with conversation, tool calling, governed memory, public-opinion intelligence, image understanding, voice interaction, and later company workflow management.
Architecture:
- Lightweight VPS is only the orchestrator.
- Heavy capabilities are API-first or external-runtime-first.
- Interaction surfaces stay thin.
- Channel policy separates personal, company, admin, and high-risk actions.
- Orchestration core owns queues, tool calls, retries, and model selection.
- Model gateway exposes fast, summary, reasoning, and vision slots.
- Memory governor separates working memory from reviewed durable notes.
- Public-opinion intelligence keeps source and freshness metadata.
- Company workflow starts read-only and uses approval gates before writes.
- Sticker/media expression stores provider metadata or reviewed generation instructions, not bundled image files.
- Safety layer controls permissions, logs, secrets, and high-risk actions.
Please produce feasibility, risks, missing modules, optimized roadmap, memory governance improvements, public-opinion improvements, company-workflow hardening, performance improvements, and the next engineering task.
技术路径来源: https://github.com/LUTAO581314/hermes-
请帮我评审这个 MOXI 智能体系统技术路径。目标是在轻量服务器上运行一个个人和公司都能用的 Agent 系统。
核心路线：
用户消息 -> 交互入口 -> 渠道策略 -> 编排核心 -> 受治理的记忆上下文 -> 工具或外部运行时 -> 模型回复 -> 可见结果 -> 经过审核的记忆/报告写回。
关键原则：
1. 轻量服务器只做编排，不跑重型本地大模型。
2. 推理、视觉、搜索扩展、正式 TTS、未来视频理解优先走 API 或外部运行时。
3. 记忆不能乱存，工作记忆和长期记忆分离，长期记忆要经过审核和做梦整理。
4. 舆情热点要有来源、时间、新鲜度，不能把热榜当事实。
5. 公司管理先做只读，再做提醒和报告，写任务、日程、表格必须确认。
6. 交易、资金、审批、HR、法务、删除文件等高风险动作默认禁用。
请输出可行性、最大风险、缺失模块、下一步三阶段路线，以及如何批量复制但保留仓库来源。