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checkin: zuochengzhangzju-byte 2026-05-29 #51

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21 changes: 21 additions & 0 deletions notes/zuochengzhangzju-byte.md
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Expand Up @@ -107,4 +107,25 @@ My main takeaway is that Web3 operations need explicit verification before execu
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学习了如何用hermes控制管理github，体验感受了自动化流程
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# 2026-05-29
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## 记忆系统增强：X/Twitter URL 结构化提取

- 为记忆分类器新增 X URL 检测逻辑，支持 x.com / twitter.com 多种格式
- 提取结构化字段：x_url（标准化URL）、x_author（账号名）、x_status_id（推文ID）、x_content_hint（上下文摘要）
- classify_text 在规则判断前优先检测 X URL，匹配时 type=fact, confidence=0.85, importance=0.88
- 验证通过：0xMalingshu 推文能正确提取所有字段

## 记忆架构优化验证

- 核查记忆系统架构更新与系统默认实现无冲突
- 统一写入方案：重要记忆同时写 memory/*.md（人可读）+ memory_bus（机器可查）
- 确认检索 MRR 达到 1.00，进行事实检查验证

## 反思

- 筛选器决定记录含外部引用的事件时，必须完整记录所有可提取的局部上下文
- 窄化改动可能导致普适记录流程失效，需全面覆盖
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