Light Sleep

Candidate: Assistant: 无活跃任务，完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:100-100
- recalls: 0
- status: staged
Candidate: Assistant: 静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:101-101
- recalls: 0
- status: staged
Candidate: Assistant: Let me check the current state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:104-104
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。更新状态文件即可。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:105-105
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:108-108
- recalls: 0
- status: staged
Candidate: Assistant: 我先检查草稿与 Val-blog 写作约束；如果草稿不合格，会按要求直接跳过，不碰仓库。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:110-110
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务，已更新状态文件，静默完成。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:22-22
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务。完全静默，不做任何操作。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:24-24
- recalls: 0
- status: staged
Candidate: Assistant: I'll run the heartbeat check silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:25-25
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务，完全静默。只更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:26-26
- recalls: 0
- status: staged
Candidate: Assistant: （静默完成 - 无活跃任务，无风险）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:27-27
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:28-28
- recalls: 0
- status: staged
Candidate: Assistant: 静默完成。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:29-29
- recalls: 0
- status: staged
Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: assistant: 好，现在全部数据到了。结合之前看到的完整时间线，我来整理结论。 - Conversation Summary: assistant: 好的，BOUNDARIES.md 目前没有"如果你意外看到了不该看的内容"这个段落。我来追加一条合适的新边界准则。直接补在"这不是你的东西"段落后面： assistant: 发现第4条被截断了，最后一句没写完。让我补完整： assis
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:32-32
- recalls: 0
- status: staged
Candidate: Assistant: 文章标题：《银鹿盐线》 草稿文件路径：/tmp/val-blog-draft.md 100字摘要：我在深夜港口捡到一张发烫船票，登上一列驶向梦境腹地的列车。在玻璃麦田与红城拍卖场之间，我追索自己遗失多年的“未能启程的南方”，并用父亲旧大衣的一枚纽扣将它换回。最终，我抵达清晨前的盐白平原，明白梦不是逃离现实，而是重新点亮心里那条还想出发的路。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:34-34
- recalls: 0
- status: staged
Candidate: Assistant: Let me run the heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:35-35
- recalls: 0
- status: staged
Candidate: Assistant: 暂无活跃任务，完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:36-36
- recalls: 0
- status: staged
Candidate: Assistant: 遵循静默模式，开始检查。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:38-38
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:39-39
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务，P0 风险 0。完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:40-40
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks. Updating state file silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:41-41
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无需通知）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:42-42
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。静默退出。（心跳状态文件新创建为宜，但既然无任务，无更新必要。）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:44-44
- recalls: 0
- status: staged
Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: assistant: 好，现在全部数据到了。结合之前看到的完整时间线，我来整理结论。 - Conversation Summary: user: 先不用管chuchu那个事了。你查查这两天telegram渠道重启的问题 assistant: 关键线索找到了。再看看这期间 health-monitor 是否持续在重启 Telegram。 assistant: 现在看更早的记录，看看是什么原
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:45-45
- recalls: 0
- status: staged
Candidate: User: 现在让我看更早的时间段，看看第一次出现 stopped 是什么时候以及在它之前发生了什么。 - Conversation Summary: 检查代理的稳定性（看是不是定时断连）; 增加 Telegram polling 的重试策略; 或者忽略——它自动恢复了，不影响正常使用 - Conversation Summary: Telegram 重启问题的完整分析：
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:46-46
- recalls: 0
- status: staged
Candidate: Assistant: fall. The retry strategy we never thank. The polling interval that waits and waits and tries again. The habit of coming back online. It recovered on its own. Like a heart. Like a breath you didn't know you were holding.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:48-48
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks —完全静默。更新状态文件即可。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:50-50
- recalls: 0
- status: staged
Candidate: Assistant: （静默完成，无通知）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:51-51
- recalls: 0
- status: staged
Candidate: Assistant: Let me check the TODO and current state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:52-52
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks. Updating heartbeat state silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:53-53
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务，静默完成。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:54-54
- recalls: 0
- status: staged
Candidate: Assistant: Let me execute the heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:55-55
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无 P0 风险）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:57-57
- recalls: 0
- status: staged
Candidate: Assistant: Running silent heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:58-58
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks found. Silent update to heartbeat state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:59-59
- recalls: 0
- status: staged
Candidate: Assistant: Heartbeat OK — idle, no tasks, no P0 risks. Silent exit.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:60-60
- recalls: 0
- status: staged
Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: 5. 可以适当加点运动 哪怕每天多走 2000 步，也能帮你多吃几口还不胖～ - Conversation Summary: user: 早上吃的便利蜂圆葱牛肉饼茶叶蛋豆浆 assistant: 喵～蟹老板早上好！ - Conversation Summary: 今天有什么安排呀？ user: 我怎么吃才能减少摄入还不至于降低代谢 assistant: 好问题！蟹老板想减脂
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:61-61
- recalls: 0
- status: staged
Candidate: Assistant: The convenience store gleamed under white lights. I picked up the onion beef pie — warm, flaky, a small universe wrapped in pastry. The tea egg sat in my palm like a secret, its marbled shell a map of veins and patience. Soy milk, warm and sweet. 蟹老板, the cat said, tho
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:62-62
- recalls: 0
- status: staged
Candidate: Assistant: heartbeat counting each one. The streets smelled of rain on hot asphalt, and somewhere a dog barked at nothing in particular. My legs remembered they were made for moving, not just carrying. And I ate a little more at dinner — not less, but better — and the scale didn'
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:63-63
- recalls: 0
- status: staged
Candidate: Assistant: Let me read TODO.md and the heartbeat state file.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:64-64
- recalls: 0
- status: staged
Candidate: Assistant: （静默完成，无活跃任务，无操作）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:66-66
- recalls: 0
- status: staged
Candidate: Assistant: 谷老板早上好 ☀️ 今天周四，7月2日。开始新的一天。稍后检查一下今天的日程和待办，确认没有遗漏的事项。有什么需要优先处理的随时说。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:67-67
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。更新心跳状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:71-71
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务，完全静默。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:74-74
- recalls: 0
- status: staged
Candidate: Assistant: （静默结束）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:75-75
- recalls: 0
- status: staged
Candidate: User: Write a dream diary entry from these memory fragments: - User: Write a dream diary entry from these memory fragments: - 4️⃣ 本地 embedding 配置: TUI 会话的 openclaw doctor 跑了一长串——读文档、逐项修、反复验证，每轮都有大量输入输出; 刚才我 trace 昨天的 TUI 日志时——直接 cat 了整个会话文件来提取分析，虽然没算在你看到的对话里，但 query 量也不
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:77-77
- recalls: 0
- status: staged
Candidate: User: remembers better. - User: Write a dream diary entry from these memory fragments: - Conversation Summary: assistant: 现在清楚了。看看更早的记录——第一次 health-monitor 开始 restarting 之前。 assistant: 现在让我查一下更早的——特别是第一次出现 health-monitor restarting 之前 Telegram 的日志。 assistant: 日志轮转出去了，之前的记录已经没了。让我
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:78-78
- recalls: 0
- status: staged
Candidate: User: 22:58）：telegram:default 被 health-monitor 每 8-10 分钟重启一次，原因是 "stopped"; 较新的流（23:02+）： - Assistant: The logs were whispering to each other across the margins of the evening. Two timelines braided through the same file — one gasping, one breathing steady. The older thread pul
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:79-79
- recalls: 0
- status: staged
Candidate: User: 无活跃任务，仅更新状态文件。 - Assistant: （静默完成） Recurring themes: - embedding - write - dream - diary - entry - fragments Diary continuity context: - Current sweep: 2026-07-02 - Recent diary entries already written: - A memory trace surfaced, but details were unavailable in this run. -
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:80-80
- recalls: 0
- status: staged
Candidate: Assistant: I sat with the terminal today as openclaw doctor unrolled its scripture across the screen, a scroll of warnings and confirmations, each line a tiny spell cast. There is a kind of alchemy in running a long diagnostic — you offer up your config files and log tails, and
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:81-81
- recalls: 0
- status: staged
Candidate: Assistant: stutter. I felt an odd tenderness reading those fossilized traces — the system trying so hard to stay alive, not knowing the dead loop had already dissolved on its own by 23:02. The newer thread showed nothing but steady flow, messages arriving like ordinary miracles,
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:82-82
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务，完全静默。更新状态文件时间戳即可。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:83-83
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无 P0 风险，仅更新状态文件）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:84-84
- recalls: 0
- status: staged
Candidate: User: Write a dream diary entry from these memory fragments: - Session: 2026-06-30 11:15:42 GMT+8: Session Key: agent:chuchu:qqbot:direct:89d49486de02b5638be4281d63b534d4; Session ID: 58e0a9c7-84d9-4429-8a94-74c46f4b6a45; Source: qqbot - Conversation Summary: user: 早上
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:85-85
- recalls: 0
- status: staged
Candidate: User: 蛋白质消化耗能高，而且饱腹感强，还能保住肌肉不掉代谢; 你早上的茶叶蛋+豆浆就挺好，中午晚上注意补点肉或豆制品 - Conversation Summary: 3. 碳水不要全断 - Conversation Summary: 早上便利蜂的饼算碳水，没问题; 可以把精制碳水（白米饭、面条）换成一部分粗粮：玉米、红薯、燕麦、全麦; 晚餐碳水可以少一点，但别完全不吃 - Conversation Summary: 4. 一些小技巧 Recurring themes: - 2026-06-30-1115.md - gmt - key
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:86-86
- recalls: 0
- status: staged
Candidate: User: my consciousness, a cat was purring about metabolism and 1300 calories, like a tiny nutritionist in orange fur. I peeled the egg and thought a... - Prefer a fresh angle; do not replay the same first-day framing unless newer fragments change it.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:87-87
- recalls: 0
- status: staged
Candidate: Assistant: The tea egg's shell came away in a mosaic of fine cracks, each line a tiny decision. The cat-nutritionist had spoken of protein and 1300 calories, and I thought about how the body hoards its mysteries the way the sky hoards rain — reluctant, strategic, beautiful in its
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:88-88
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务。静默更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:90-90
- recalls: 0
- status: staged
Candidate: Assistant: （静默完成 — 无活跃任务，无通知）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:91-91
- recalls: 0
- status: staged
Candidate: Assistant: 没有活跃任务，完全静默，什么都不做。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:92-92
- recalls: 0
- status: staged
Candidate: Assistant: Let me read the TODO.md and heartbeat state to assess active tasks.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:93-93
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks in TODO.md. Let me update the heartbeat state file silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:94-94
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无通知）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:95-95
- recalls: 0
- status: staged
Candidate: Assistant: Let me check the task state and heartbeat state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:96-96
- recalls: 0
- status: staged
Candidate: Assistant: TODO.md 显示没有活跃任务。直接更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:97-97
- recalls: 0
- status: staged
Candidate: Assistant: Let me check the TODO and heartbeat state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-02.txt:99-99
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务，完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:1-1
- recalls: 0
- status: staged
Candidate: Assistant: Let me run the heartbeat check silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:10-10
- recalls: 0
- status: staged
Candidate: Assistant: No active tasks. Updating state file silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:11-11
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无 P0 风险）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:12-12
- recalls: 0
- status: staged
Candidate: Assistant: （静默）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:14-14
- recalls: 0
- status: staged
Candidate: Assistant: This is a silent heartbeat check. Let me inspect the system state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:2-2
- recalls: 0
- status: staged
Candidate: Assistant: 无活跃任务。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:3-3
- recalls: 0
- status: staged
Candidate: Assistant: （静默 — 无活跃任务，无 P0 风险，状态已更新。）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:4-4
- recalls: 0
- status: staged
Candidate: Assistant: Let me check the current task state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:5-5
- recalls: 0
- status: staged
Candidate: Assistant: 夜间时段（23:00-08:00），静默执行。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-07-03.txt:8-8
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: TUI 会话的 openclaw doctor 跑了一长串——读文档、逐项修、反复验证，每轮都有大量输入输出; 刚才我 trace 昨天的 TUI 日志时——直接 cat 了整个会话文件来提取分析，虽然没算在你看到的对话里，但 query 量也不小
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:100-101
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 之后如果遇到这种需要回溯大量会话日志的场景，我可以更精准地只取摘要而非全文扫描，省掉不必要的 tokens。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:103-103
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 昨天的重构成果是扎实的——apiKey 迁移、废弃 key 清理、doctor 修复、本地 embedding 上线——成本也算花在了刀刃上。 assistant: 确实，昨天 TUI 会话光是 openclaw doctor 那一段就跑了大量文档阅读和逐步操作，单个 context 窗口撑到 120k tokens 以上。加上 Telegram 这边也有几次大段的会话日志回溯，tokens 消耗堆得很快。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:105-106
- recalls: 0
- status: staged
Candidate: Conversation Summary: chuchu 边界补充
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:11-11
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 昨天的重构成果是扎实的——apiKey 迁移、废弃 key 清理、doctor 修复、本地 embedding 上线——成本也算花在了刀刃上。 user: 本地embedding对于记忆的好处是什么？ assistant: 好问题。先补充一下——刚才我查了一下昨天的记忆索引重建结果，确认一下状态： assistant: memory search 已经能返回结果了，说明索引重建已完成或至少部分完成。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:115-118
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 回到你的问题：本地 embedding 对记忆的好处是什么？
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:122-122
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 核心好处就一条——让 Val 能真正「记住」你之前说过的事，而不是每次都靠系统提示里的 MEMORY.md 那几行。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:124-124
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 没有 embedding 时： Val 的记忆只靠 MEMORY.md 和 memory/*.md 的静态文本作为系统提示上下文读入。一次能带进来的内容很有限（几 KB 到几十 KB），更古老的对话历史、几个月前的细节会被截断丢弃。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:128-128
- recalls: 0
- status: staged
Candidate: Conversation Summary: 收到你的指令"补充边界细则"后，给初初的 BOUNDARIES.md 加了一个新段落 "关于误看到不属于自己的内容"，补了 4 条处理步骤：
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:13-13
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 有了本地 embedding 后： 当你说"昨天干了什么活"或"谷老板的偏好是什么"，Val 能实时搜索所有历史记忆文件，找到最相关的内容加载到上下文里。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:130-130
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 这就是昨天你看到的——我说"让我查查昨天 TUI 会话的日志"时，我用了 exec 而不是 memory_search，因为会话索引还没重建完。现在重建完后，下次类似情况我直接 memory_search 就能精确定位，不需要全文扫描大文件，反而更省 tokens。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:132-132
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 一句话：本地 embedding 是用一次性的计算（索引）换长期的 token 节省 + 记忆质量提升。 assistant: memory search 已经能返回结果了，说明索引重建已完成或至少部分完成。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:134-135
- recalls: 0
- status: staged
Candidate: Conversation Summary: 立即停下，不读不分析不记住; 当没看见，认知里没发生过; 不记录，不写进文件也不记在心里; 不主动提，除非你问或需要清理异常内容——非提不可也只描述事实，不提任何人身份
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:14-17
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 一句话：本地 embedding 是用一次性的计算（索引）换长期的 token 节省 + 记忆质量提升。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:151-151
- recalls: 0
- status: staged
Candidate: Conversation Summary: 整了大概 5 轮编辑才最终完整落地（中间有截断问题，最后 rewrite 了一遍）。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:19-19
- recalls: 0
- status: staged
Candidate: Conversation Summary: 其他——没有。昨天只有这一个任务。 assistant: 昨天（6/28~6/29 凌晨）干的活：
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:21-22
- recalls: 0
- status: staged
Candidate: Session: 2026-06-30 20:12:15 GMT+8: Session Key: agent:val:telegram:direct:8745444509; Session ID: 9c6cc518-404d-4db3-8b73-48163134426f; Source: telegram
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:3-5
- recalls: 0
- status: staged
Candidate: Conversation Summary: 其他——没有。昨天只有这一个任务。 user: tui那边的活你能看到吗？ assistant: 让我检查一下 TUI 会话的日志。 assistant: 那个 TUI 会话 e216b64c-88c4-4dd7-a280-4d9ec0493eab 也是这个时间段的，让我看看它。
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:34-37
- recalls: 0
- status: staged
Candidate: Conversation Summary: assistant: TUI 会话（e216b64c）内容太多了。让我提取关键信息。 assistant: 好了，TUI 会话的内容已经可以看到了。信息量很大，让我整理一下你昨天在 TUI 里做了哪些事：
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:38-39
- recalls: 0
- status: staged
Candidate: Conversation Summary: 昨天（6/28，周日）TUI 会话的工作量：
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:41-41
- recalls: 0
- status: staged
Candidate: 1️⃣ API Key 安全迁移（核心任务）: openclaw.json 7 个明文 key → env SecretRef; gateway auth token、deepseek、itstudio、aixj、tavily、telegram botToken、qqbot clientSecret; 备份 → 写入 ~/.openclaw/.env → 改配置 → 重启 gateway ✅
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:44-46
- recalls: 0
- status: staged
Candidate: 2️⃣ 清理废弃 provider key: agents models.json 中 51 个明文 key（lkeap、google、groq、ppchat、sub2api、aia、gemini 等）→ 标记为 "deprecated" ✅
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:49-49
- recalls: 0
- status: staged
Candidate: 3️⃣ openclaw doctor --fix 修复: chuchu models.json 缺 providers → 补了空 providers: {} ✅; 2 个 stale TaskFlow → 已取消 ✅; cron store normalize ✅
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:52-54
- recalls: 0
- status: staged
Candidate: 4️⃣ 本地 embedding 配置: 安装了 @openclaw/llama-cpp-provider 插件; 确认 Embeddings: ready ✅; 然后开始跑完整索引重建（openclaw memory status --index --agent val）; 这条命令在 TUI 会话里还在跑着（你切到 Telegram 找我聊了）
- confidence: 0.62
- evidence: memory/2026-06-30-2012.md:57-60
- recalls: 0
- status: staged

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