vault: add debugging record and update architecture with lessons learned
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@@ -46,6 +46,7 @@ tags: [trading, multi-agent, openclaw, openbb, architecture]
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> 复用 invest-analyst 作为编排者(已有 invest-api skill 和 Stock Guild 绑定)。
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> 分析师做成 skill 而非独立 agent(省资源,数据采集不需要对话)。
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> 只有需要"对话"的辩论角色才需要独立 agent。
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> **经实测确认**:辩论 agent 无 `groupChat.mentionPatterns`,只通过 `sessions_send` 调用(@ mention 会导致无限循环,详见 [[Trading Agents 调试与优化记录]])。
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### 通信模式
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@@ -338,6 +339,8 @@ ssh $REMOTE "openclaw gateway restart"
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## Related
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- [[TradingAgents 原始架构分析]]
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- [[Trading Agents 部署记录]]
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- [[Trading Agents 调试与优化记录]]
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- [[openbb-invest-api]]
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- [[OpenClaw 部署配置分析]]
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- [[OpenClaw Stock Agent 配置详情]]
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