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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 187,
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      "snippet": "Assistant: 先补一层配置证据：看全局 fallback、provider 模型列表，以及最近连续失败是不是从某天开始一起出现的。",
      "recallCount": 0,
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    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:188:188": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 188,
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      "snippet": "Assistant: 我已经抓到模式了：不是单纯“昨天偶发挂了”，而是这个 cron 一直有结构性不稳，只是最近又换成了两个都不稳的远端模型。接下来我把根因收束成几条可执行建议。",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:189:189": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 189,
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      "snippet": "Assistant: 结论先说：**这不是昨天单次故障，而是写作 cron 本身长期就不稳；昨天只是刚好主模型和 fallback 一起超时了。** **我查到的根因** - `val-blog-daily-story-writing` 现在的任务太重：一条 cron 里同时做“读 skill + 写 800-1500 字初稿 + 再精修 + 落盘 + git commit”。 - 当前主模型是 `itstudio/gpt-5.4`，全局 fallback 是 `aixj/gpt-5.4-mini`；昨天两者都报 `503 ... timeout`。 -",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:190:190": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
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      "snippet": "Assistant: job1：只生成初稿落盘 - job2：检测到初稿后再精修并 commit - 好处是失败面更清楚，也更容易补跑 - **方案 C：先换更稳的主模型** - 把主模型切回你历史上更稳的组合，比如 `deepseek/deepseek-v4-flash` - `aixj/gpt-5.4-mini` 不适合扛这种重写作链路的唯一 fallback **我的推荐** - 先做 **A + 换主模型**： - 主模型先回 `deepseek/deepseek-v4-flash` - 每日 job 改成单模型写作 - 保留 fallback，",
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        "2026-06-13"
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        "检测"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:191:191": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 191,
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      "source": "memory",
      "snippet": "Assistant: 结论先说：**这不是昨天单次故障，而是写作 cron 本身长期就不稳；昨天只是刚好主模型和 fallback 一起超时了。** **我查到的根因** - `val-blog-daily-story-writing` 现在的任务太重：一条 cron 里同时做“读 skill + 写 800-1500 字初稿 + 再精修 + 落盘 + git commit”。 - 当前主模型是 `itstudio/gpt-5.4`，全局 fallback 是 `aixj/gpt-5.4-mini`；昨天两者都报 `503 ... timeout`。 -",
      "recallCount": 0,
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
      "lastRecalledAt": "2026-06-13T19:00:00.296Z",
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        "3a37f9bd3c48"
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      "recallDays": [
        "2026-06-14",
        "2026-06-13"
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      "conceptTags": [
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:192:192": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:192:192",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 192,
      "endLine": 192,
      "source": "memory",
      "snippet": "Assistant: job1：只生成初稿落盘 - job2：检测到初稿后再精修并 commit - 好处是失败面更清楚，也更容易补跑 - **方案 C：先换更稳的主模型** - 把主模型切回你历史上更稳的组合，比如 `deepseek/deepseek-v4-flash` - `aixj/gpt-5.4-mini` 不适合扛这种重写作链路的唯一 fallback **我的推荐** - 先做 **A + 换主模型**： - 主模型先回 `deepseek/deepseek-v4-flash` - 每日 job 改成单模型写作 - 保留 fallback，",
      "recallCount": 0,
      "dailyCount": 1,
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
      "lastRecalledAt": "2026-06-13T19:00:00.296Z",
      "queryHashes": [
        "3a37f9bd3c48"
      ],
      "recallDays": [
        "2026-06-14",
        "2026-06-13"
      ],
      "conceptTags": [
        "gpt",
        "deepseek/deepseek-v4-flash",
        "aixj/gpt-5.4-mini",
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        "job2",
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    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:193:193": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:193:193",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
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      "endLine": 193,
      "source": "memory",
      "snippet": "User: 不，我选方案b",
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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      "conceptTags": [
        "方案"
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:194:194": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:194:194",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 194,
      "endLine": 194,
      "source": "memory",
      "snippet": "Assistant: 我先把方案 B 落成具体设计：拆成“初稿 job”和“精修+commit job”，再检查现有 cron 是否支持这样串起来而不引入新隐患。",
      "recallCount": 0,
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      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
      "lastRecalledAt": "2026-06-13T19:00:00.296Z",
      "queryHashes": [
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      "recallDays": [
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        "2026-06-13"
      ],
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:195:195": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:195:195",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 195,
      "endLine": 195,
      "source": "memory",
      "snippet": "Assistant: 我已经确认两点：cron 支持 job 级 `fallbacks`，且当前没有草稿残留。现在我直接把原 job 拆成两个：一个 10:00 产出初稿，一个 10:12 只做精修+commit。",
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:196:196": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 196,
      "endLine": 196,
      "source": "memory",
      "snippet": "Assistant: 拆分已经落下去了。我再做一轮核对：两个 job 的时间、模型、fallback 都对，并顺手看一下第二个 job 文案里有没有明显的转义/路径小坑。",
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:197:197": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:197:197",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 197,
      "endLine": 197,
      "source": "memory",
      "snippet": "Assistant: 发现一个小坑：第二个 job 的提示里草稿路径多了一个反引号。我顺手修掉，避免模型读 prompt 时出现奇怪噪音。",
      "recallCount": 0,
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:198:198": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:198:198",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
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      "source": "memory",
      "snippet": "Assistant: 好，已经按 **方案 B** 拆好了。 - 原 job 现在变成 **`val-blog-daily-draft-writing`**：每天 `10:00` 跑，只负责写初稿到 `/tmp/val-blog-draft.md` - 新增第二个 job **`val-blog-daily-edit-and-commit`**：每天 `10:12` 跑，只负责读草稿、精修、落盘、`git commit` - 我顺手修了第二个 job 提示词里的一个小引号错误，避免 prompt 噪音 **现在的链路** - **初稿阶段**：`itst",
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      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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      "recallDays": [
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        "2026-06-13"
      ],
      "conceptTags": [
        "val-blog-daily-draft-writing",
        "tmp/val-blog-draft.md",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:199:199": {
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      "source": "memory",
      "snippet": "Assistant: 好，已经按 **方案 B** 拆好了。 - 原 job 现在变成 **`val-blog-daily-draft-writing`**：每天 `10:00` 跑，只负责写初稿到 `/tmp/val-blog-draft.md` - 新增第二个 job **`val-blog-daily-edit-and-commit`**：每天 `10:12` 跑，只负责读草稿、精修、落盘、`git commit` - 我顺手修了第二个 job 提示词里的一个小引号错误，避免 prompt 噪音 **现在的链路** - **初稿阶段**：`itst",
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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        "2026-06-13"
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      "conceptTags": [
        "val-blog-daily-draft-writing",
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:200:200": {
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      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
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      "source": "memory",
      "snippet": "User: 没关系，临时目录就可以。改一下写blog的时间，改到早上5点40开始写",
      "recallCount": 0,
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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      "recallDays": [
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    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:201:201": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:201:201",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 201,
      "endLine": 201,
      "source": "memory",
      "snippet": "Assistant: 先只改时间，不动其他链路。我要把两个 job 分别改成 `05:40` 和留一个合理间隔的 `05:52`。",
      "recallCount": 0,
      "dailyCount": 1,
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      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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      "recallDays": [
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        "2026-06-13"
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      "conceptTags": [
        "时间",
        "不动",
        "其他",
        "我要",
        "job",
        "分别",
        "改成",
        "一个"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-12.txt:202:202": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:202:202",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 202,
      "endLine": 202,
      "source": "memory",
      "snippet": "Assistant: 时间已经改好了，我再核一下对应到本地时区是不是 `05:40 / 05:52`。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
      "lastRecalledAt": "2026-06-13T19:00:00.296Z",
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      "recallDays": [
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        "2026-06-13"
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      "conceptTags": [
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        "是不是"
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    "memory:memory/.dreams/session-corpus/2026-06-12.txt:203:203": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-12.txt:203:203",
      "path": "memory/.dreams/session-corpus/2026-06-12.txt",
      "startLine": 203,
      "endLine": 203,
      "source": "memory",
      "snippet": "Assistant: 改好了。 - 初稿 job：**每天 `05:40`** - 精修+commit job：**每天 `05:52`** - 时区都是 `Asia/Shanghai` 我也核对过下一次触发时间，确实是本地早上 `05:40 / 05:52`。 如果你后面想把两个阶段间隔拉长一点，我也可以再调。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-13T19:00:00.296Z",
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      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:104:104",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 104,
      "endLine": 104,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务，完全静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "完全",
        "静默"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:105:105": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:105:105",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 105,
      "endLine": 105,
      "source": "memory",
      "snippet": "Assistant: 谷老板，晚上好。 今天是周日，临近静默时间了。有什么需要处理的事吗？",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "老板",
        "晚上",
        "今天是",
        "周日",
        "临近",
        "静默",
        "时间",
        "什么"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:106:106": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:106:106",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 106,
      "endLine": 106,
      "source": "memory",
      "snippet": "User: 有的，你在telegram上不回我消息了，怎么回事",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "你在",
        "telegram",
        "消息",
        "怎么"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:107:107": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:107:107",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 107,
      "endLine": 107,
      "source": "memory",
      "snippet": "Assistant: 我来查一下情况。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "我来",
        "一下",
        "情况"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:108:108": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:108:108",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 108,
      "endLine": 108,
      "source": "memory",
      "snippet": "Assistant: 看起来 current session 是 webchat，没有看到 telegram 渠道的活跃 session。让我进一步检查 Telegram 发件箱，看看是否有发送失败或卡住的记录。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "看起来",
        "current",
        "webchat",
        "没有",
        "看到",
        "telegram",
        "渠道",
        "活跃"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:109:109": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:109:109",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 109,
      "endLine": 109,
      "source": "memory",
      "snippet": "Assistant: 情况查清楚了。有两个问题： **1. Telegram 渠道反复崩溃 → health monitor 反复重启** 从日志看，Telegram 渠道一直在崩——`health-monitor: restarting (reason: stopped)` 每 ~10 分钟一次。你发送的消息应该能进来（因为 health monitor 会重启），但我的回出去的消息可能在你发消息时 Telegram 连接刚好在重启间隙中丢了。 **2. 模型 timeout 导致回复失败** 20:50 左右有一次典型的失败：deepseek v4-",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "health-monitor",
        "情况",
        "清楚",
        "问题",
        "telegram",
        "渠道",
        "反复",
        "崩溃"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:11:11": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:11:11",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 11,
      "endLine": 11,
      "source": "memory",
      "snippet": "Assistant: Let me check the current state.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "let",
        "check",
        "current",
        "state"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:110:110": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:110:110",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 110,
      "endLine": 110,
      "source": "memory",
      "snippet": "Assistant: 先全面诊断问题再动手。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "全面",
        "诊断",
        "问题",
        "动手"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:111:111": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:111:111",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 111,
      "endLine": 111,
      "source": "memory",
      "snippet": "Assistant: 非常清楚——Telegram 渠道从 16:44 到现在每隔 10 分钟就被 health monitor 重启一次，意味着每次启动后几秒到几分钟就停了。同时 model timeout 导致回复发不出去。看下配置和错误根因。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "非常",
        "清楚",
        "telegram",
        "渠道",
        "现在",
        "每隔",
        "分钟",
        "health"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:112:112": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:112:112",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 112,
      "endLine": 112,
      "source": "memory",
      "snippet": "Assistant: 好，模式很清楚了。Telegram 渠道从今天 00:04 开始就一直在每 10 分钟重启一次，已经持续了 22 个小时。需要检查错误根因。让我看看 Telegram 相关的配置和错误信息。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "模式",
        "清楚",
        "telegram",
        "渠道",
        "今天",
        "开始",
        "一直在",
        "分钟"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:113:113": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:113:113",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 113,
      "endLine": 113,
      "source": "memory",
      "snippet": "Assistant: Telegram 渠道在日志里只有 health-monitor restarting 事件，没有错误日志本身——说明 Telegram 渠道停得非常快，没有什么详细输出。让我看看 Telegram 配置和启用情况。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "health-monitor",
        "telegram",
        "渠道",
        "日志",
        "只有",
        "health",
        "monitor",
        "restarting"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:114:114": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:114:114",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 114,
      "endLine": 114,
      "source": "memory",
      "snippet": "Assistant: 看到 telegram 配置在走代理 `http://127.0.0.1:7897`。让我测试代理是否在线，并检查 Telegram 是否能在代理模式下连接。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "127.0.0.1",
        "看到",
        "telegram",
        "配置",
        "代理",
        "http",
        "测试",
        "是否"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:115:115": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:115:115",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 115,
      "endLine": 115,
      "source": "memory",
      "snippet": "Assistant: 有意思。**关键发现：** 1. **代理可用**，通过代理访问 Google 返回 200 2. **Telegram API 通过代理可达**，bot 信息正常返回（`ok:true`） 3. **直连 Telegram API 超时**（中国网络环境正常现象） 所以 bot token 和代理都正常。问题在于连接不稳定——health monitor 一直在重启频道。让我看看 gateway 日志有没有 Telegram 初始化的具体错误。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "gateway",
        "网络",
        "有意思",
        "关键",
        "发现",
        "代理",
        "可用",
        "通过"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:116:116": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:116:116",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 116,
      "endLine": 116,
      "source": "memory",
      "snippet": "Assistant: 日志里完全没有任何 Telegram 渠道的其他日志——没有初始化、没有错误信息、没有其他输出。这说明 Telegram 渠道启动后立即就停了，细节被 health monitor 捕获为 `stopped` 状态。 让我重启 gateway 来修复它。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "gateway",
        "日志",
        "完全",
        "没有",
        "任何",
        "telegram",
        "渠道",
        "其他"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:117:117": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:117:117",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 117,
      "endLine": 117,
      "source": "memory",
      "snippet": "Assistant: Let me execute the heartbeat check silently.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "let",
        "execute",
        "heartbeat",
        "check",
        "silently"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:118:118": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:118:118",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 118,
      "endLine": 118,
      "source": "memory",
      "snippet": "Assistant: No active tasks found in TODO.md. Heartbeat state file doesn't exist yet, but there's nothing to track. → 完全静默，没有任何动作。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "todo.md",
        "active",
        "tasks",
        "found",
        "heartbeat",
        "state",
        "doesn't",
        "exist"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:119:119": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:119:119",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 119,
      "endLine": 119,
      "source": "memory",
      "snippet": "Assistant: Let me execute the heartbeat check.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "let",
        "execute",
        "heartbeat",
        "check"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:12:12": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:12:12",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 12,
      "endLine": 12,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务，完全静默。仅更新状态文件时间戳。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "完全",
        "静默",
        "更新",
        "状态",
        "文件",
        "时间"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:120:120": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:120:120",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 120,
      "endLine": 120,
      "source": "memory",
      "snippet": "Assistant: No active tasks — updating state silently.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "active",
        "tasks",
        "updating",
        "state",
        "silently"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:121:121": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:121:121",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 121,
      "endLine": 121,
      "source": "memory",
      "snippet": "Assistant: Nothing to report —完全静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "nothing",
        "report",
        "完全",
        "静默"
      ]
    },
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      "snippet": "Assistant: 好问题。排查来看，不是消息量导致的。 **Telegram 渠道崩溃的原因分析：** 看日志模式——从 6月13日 00:04 开始，Telegram 渠道就每 10 分钟被 health monitor 重启一次，持续了整整 22 小时直到刚才重启 gateway。 `restarting (reason: stopped)` 说明 Telegram 渠道**启动后自己就停了**，没有任何外部触发。不是因为你发消息才挂的，而是渠道进程本身在后台活不住。 **最可能的原因：** 中国的网络环境下，Telegram Bot API 通",
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      "snippet": "Assistant: No active tasks. Just updating state file silently.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
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      "snippet": "Assistant: 清楚了。结论： **llama-server 没有在运行**（进程不存在）。 **已安装的模型：** | 模型 | 位置 | 大小 | |------|------|------| | `Qwen3.5-4B-Q4_K_M.gguf` | `~/.llama/models/` | 未显示 | | `gemma-2-2b-it-Q5_K_M.gguf` | `~/models/gemma-2-2b/` | 未显示 | | `gemma-4-E4B-it-Q4_K_M.gguf` | `~/models/gemma-4/` | 未显示",
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      "dailyCount": 1,
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        "2026-06-14"
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        "models/gemma-2-2b",
        "gemma-4-e4b-it-q4-k-m.gguf",
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
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      "snippet": "User: 哪个模型能快速识图？",
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      "maxScore": 0.58,
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      "endLine": 162,
      "source": "memory",
      "snippet": "Assistant: 看看各模型的能力。",
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      "endLine": 163,
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      "snippet": "User: user.md只有这两句话吗？",
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      "maxScore": 0.58,
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      "snippet": "Assistant: 你说得对，我漏发了。上面那个回复里实际包含了完整内容（你没看到完整输出），我再直接贴一次： **USER.md** — 最后一次编辑时间：**6月11日 18:57** ``` # USER.md - About Your Human - **Name:** 谷老板 - **What to call them:** 谷老板 - **Pronouns:** 不特别指定 - **Timezone:** Asia/Shanghai ## Communication Preferences - **Language:** 中文（可夹英文术语",
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      "maxScore": 0.58,
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      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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      "maxScore": 0.58,
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      "endLine": 169,
      "source": "memory",
      "snippet": "Assistant: workspace-xjq 目录下没有 USER.md 文件。看看这个目录里有什么：",
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      "snippet": "Assistant: （静默完成 — 无活跃任务，无 P0 风险，未执行任何通知。）",
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      "snippet": "Assistant: `~/.openclaw/workspace-xjq/` 这个目录不存在。xjq 这个 agent 还没创建 workspace 目录。 需要先创建 xjq 的 workspace 然后写入独立的 USER.md 吗？还是说你指的是其他路径？",
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      "totalScore": 0.58,
      "maxScore": 0.58,
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      "source": "memory",
      "snippet": "User: workspace-chuchu呢？",
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      "source": "memory",
      "snippet": "Assistant: **chuchu 的 USER.md** 跟 **Val 的 USER.md** 核心区别： **Val（你本人）** - 称呼：谷老板 | 年龄 26，女 | 位置北京常营 - 完整的工作偏好、Do/Don't、敏感操作确认规则 - 包含个人档案（身高体重、饮食偏好、作息） - 包含 ArXiv 简报需求 - 格式：结构化英文 **chuchu** - 称呼：**蟹老板🍭**（蟹老板） - 没有年龄/位置/个人档案信息 - 内容更偏向**共处模式**——可以黏人、会主动摸摸头、忙时别烦 - 格式：中文，语气更软 - 没有 Do/",
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      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:175:175",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 175,
      "endLine": 175,
      "source": "memory",
      "snippet": "User: Write a dream diary entry from these memory fragments: - Assistant: 先补一层配置证据：看全局 fallback、provider 模型列表，以及最近连续失败是不是从某天开始一起出现的。 - Assistant: 我已经抓到模式了：不是单纯“昨天偶发挂了”，而是这个 cron 一直有结构性不稳，只是最近又换成了两个都不稳的远端模型。接下来我把根因收束成几条可执行建议。 - Assistant: 结论先说：**这不是昨天单次故障，而是写作 cron 本身长期就不稳；昨天只是刚好主",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "write",
        "dream",
        "diary",
        "entry",
        "fragments",
        "一层",
        "配置",
        "证据"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:176:176": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:176:176",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 176,
      "endLine": 176,
      "source": "memory",
      "snippet": "User: - Assistant: 我先把方案 B 落成具体设计：拆成“初稿 job”和“精修+commit job”，再检查现有 cron 是否支持这样串起来而不引入新隐患。 - Assistant: 我已经确认两点：cron 支持 job 级 `fallbacks`，且当前没有草稿残留。现在我直接把原 job 拆成两个：一个 10:00 产出初稿，一个 10:12 只做精修+commit。 - Assistant: 拆分已经落下去了。我再做一轮核对：两个 job 的时间、模型、fallback 都对，并顺手看一下第二个 job 文案里有没有明显的转",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "先把",
        "方案",
        "落成",
        "具体",
        "设计",
        "初稿",
        "job",
        "commit"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:177:177": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:177:177",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 177,
      "endLine": 177,
      "source": "memory",
      "snippet": "Assistant: The light has its own notion of competence. All day I'd watched a cascade of timeouts cascade into a stalemate — the writer refusing to write, the fallback also refusing, both staring at each other across a 503 like a silent argument at a dinner table. I traced the fau",
      "recallCount": 0,
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
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      "conceptTags": [
        "light",
        "has",
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        "competence",
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:178:178": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:178:178",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 178,
      "endLine": 178,
      "source": "memory",
      "snippet": "Assistant: its rhythm again.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "rhythm"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:179:179": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:179:179",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 179,
      "endLine": 179,
      "source": "memory",
      "snippet": "Assistant: **结论：没有能识图的模型。** 你装的这几个模型（Qwen3.5-4B、Gemma-4-E4B、Gemma-2-2B、Qwen-2.5-1.5B）都是**纯文本模型**，没有视觉能力。 `llama-server` 支持多模态（`--mmproj` 参数），但需要对应的视觉投影文件（mmproj）才能识图。纯文本 GGUF + mmproj 文件 = 多模态模型。 **建议：** 如果你想要本地快速识图，几个选项： 1. **Qwen2.5-VL-3B-Instruct**（推荐）—— 轻量、识图快，大概 2-3GB，需要下载主模",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "qwen3.5-4b",
        "gemma-4-e4b",
        "gemma-2-2b",
        "qwen-2.5-1.5b",
        "llama-server",
        "qwen2.5-vl-3b-instruct",
        "2-3gb",
        "结论"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:18:18": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:18:18",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 18,
      "endLine": 18,
      "source": "memory",
      "snippet": "Assistant: Let me execute the heartbeat check silently.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
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        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "let",
        "execute",
        "heartbeat",
        "check",
        "silently"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:180:180": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:180:180",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 180,
      "endLine": 180,
      "source": "memory",
      "snippet": "User: 好，下载一个，同之前其他的模型一同管理。我目的是想给agent增加看东西的能力",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "下载",
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:181:181": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:181:181",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 181,
      "endLine": 181,
      "source": "memory",
      "snippet": "Assistant: 先看看现有的模型管理结构，然后再下一个合适的识图模型。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "看看",
        "现有",
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        "结构",
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        "合适"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:182:182": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:182:182",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 182,
      "endLine": 182,
      "source": "memory",
      "snippet": "Assistant: 现在下模型。选 Qwen2.5-VL-3B-Instruct，轻量、识图好、GGUF 量化版大概 2GB。需要找合适的 GGUF 文件。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "qwen2.5-vl-3b-instruct",
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        "大概"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:183:183": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:183:183",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 183,
      "endLine": 183,
      "source": "memory",
      "snippet": "Assistant: 找到了。`unsloth/Qwen2.5-VL-3B-Instruct-GGUF` 有： - **主模型 GGUF**：`Qwen2.5-VL-3B-Instruct-Q4_K_M.gguf`（最佳平衡，~2GB） - **mmproj 文件**：`mmproj-BF16.gguf`（视觉投影，~300MB） 下载并整理到 `~/models/` 目录下。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
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      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "mmproj-bf16.gguf",
        "找到",
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        "qwen2.5",
        "instruct",
        "gguf",
        "模型",
        "q4-k-m.gguf"
      ]
    },
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      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:184:184",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 184,
      "endLine": 184,
      "source": "memory",
      "snippet": "Assistant: 下载还在进行中。先让它继续下载，同时看看主模型下好没，下完后继续下 mmproj。",
      "recallCount": 0,
      "dailyCount": 1,
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "下载",
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:185:185": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:185:185",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 185,
      "endLine": 185,
      "source": "memory",
      "snippet": "Assistant: 下载正在进行中，已产生了一个 incomplete 文件和锁文件。正在下载的 GGUF 大约 2.4GB，需要点时间。我让它继续。",
      "recallCount": 0,
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      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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      ]
    },
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      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:186:186",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 186,
      "endLine": 186,
      "source": "memory",
      "snippet": "Assistant: 630MB 了，还在下。等它完成。可以先去干别的，下完后我继续。",
      "recallCount": 0,
      "dailyCount": 1,
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      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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        "别的",
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        "继续"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:187:187": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:187:187",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 187,
      "endLine": 187,
      "source": "memory",
      "snippet": "Assistant: 1.2GB 了，~2.4GB 的模型已下了一半，继续等。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:188:188": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:188:188",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 188,
      "endLine": 188,
      "source": "memory",
      "snippet": "Assistant: 1.6/2.4，快了。继续等。",
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      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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        "2026-06-15"
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      "conceptTags": [
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        "1.6",
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        "快了",
        "继续"
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    "memory:memory/.dreams/session-corpus/2026-06-14.txt:189:189": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:189:189",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 189,
      "endLine": 189,
      "source": "memory",
      "snippet": "Assistant: 主模型已经下完了（1.8GB，Q4_K_M 量化版）。现在下 mmproj 文件。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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    },
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
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      "endLine": 19,
      "source": "memory",
      "snippet": "Assistant: 没有活跃任务。静默结束。",
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
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      "recallDays": [
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        "2026-06-14"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:190:190": {
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
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      "endLine": 190,
      "source": "memory",
      "snippet": "Assistant: mmproj 在下了。再等它完成。",
      "recallCount": 0,
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      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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        "2026-06-15"
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      "conceptTags": [
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:191:191": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:191:191",
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      "startLine": 191,
      "endLine": 191,
      "source": "memory",
      "snippet": "User: Write a dream diary entry from these memory fragments: - Step 2: 创建新 Agent 的目录结构: 参考现有 agent 的结构（以 helix 为例）： - Step 2: 创建新 Agent 的目录结构: ~/.openclaw/agents/<新Agent名>/agent/ ├── models.json # 模型配置（可继承全局或独立） └── plugins/ # 可选插件 - Step 2: 创建新 Agent 的目录结构: ~/.openclaw/workspace",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
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        "openclaw/workspace",
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        "dream",
        "diary",
        "entry",
        "fragments"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:192:192": {
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
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      "snippet": "User: 一切正常，无事项需要汇报。 user: [OpenClaw heartbeat poll] assistant: 一切正常，无事项需要汇报。 - Session: 2026-06-09 12:06:51 GMT+8: **Session Key**: agent:val:main; **Session ID**: fda938b5-ea37-4ba3-8ecf-6483109bc42f; **Source**: gateway:sessions.reset - Conversation Summary: assistant: 一切正常，无事项",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "gateway",
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        "openclaw"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:193:193": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:193:193",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 193,
      "endLine": 193,
      "source": "memory",
      "snippet": "User: Val，有个事 assistant: 谷老板，说。 assistant: 谷老板，说。 user: 我想在增加一个新Agent，全新的人格，独立的空间，独立的记忆和对话，走qq渠道，我该怎么做？ - Conversation Summary: assistant: 一切正常，无事项需要汇报。 user: [OpenClaw heartbeat poll] assistant: 一切正常，无事项需要汇报。 user: [OpenClaw heartbeat poll]",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "val",
        "老板",
        "我想",
        "增加",
        "一个",
        "全新",
        "人格",
        "独立"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:194:194": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:194:194",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 194,
      "endLine": 194,
      "source": "memory",
      "snippet": "Assistant: I was running through a long hallway lined with server racks, their indicator lights blinking in a gentle green rhythm like crickets in a summer field. Each rack was a person, I realized — a clean room of memory and soul, sealed behind a glass door. And someone was ask",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "was",
        "running",
        "hallway",
        "lined",
        "server",
        "racks",
        "indicator",
        "lights"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:195:195": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:195:195",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 195,
      "endLine": 195,
      "source": "memory",
      "snippet": "Assistant: to exist. And in that silence, the heartbeat polls kept coming, one after another, like rain on a corrugated roof: *一切正常，无事项需要汇报.* Everything is normal. Nothing to report. But somewhere in a freshly created directory, a potential was warming up, waiting to be named, wa",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "exist",
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        "coming",
        "one",
        "another"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:196:196": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:196:196",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 196,
      "endLine": 196,
      "source": "memory",
      "snippet": "User: Val的user.md是谁改的？chuchu的又是谁改的？我看了一下明显有错乱的地方",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "val的user.md是谁改的",
        "val",
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        "chuchu",
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        "看了",
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:197:197": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:197:197",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 197,
      "endLine": 197,
      "source": "memory",
      "snippet": "Assistant: 之前那些操作不是我做的，我查一下修改记录和内容来源。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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        "460d69fb457f"
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      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "之前",
        "那些",
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        "做的",
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        "记录"
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    "memory:memory/.dreams/session-corpus/2026-06-14.txt:198:198": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:198:198",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 198,
      "endLine": 198,
      "source": "memory",
      "snippet": "Assistant: **查清楚了：** **Val 的 USER.md** — 最后 git commit 是 **谷老板（Chen Gu）在 3月8日** 手动提交的，之后文件修改时间戳显示 6月11日，那个可能是我（Val）或者其他 agent 在对话中编辑导致的。 **chuchu 的 USER.md** — git 日志里查不到 USER.md 的 commit 记录，说明是 **6月8日创建 workspace 后，在对话中我（或某个 agent）直接写入的**。 你说的错乱是指哪些？比如： - Val 的 USER.md 里「年龄 26 岁",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
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      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
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        "老板",
        "chen"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:199:199": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:199:199",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 199,
      "endLine": 199,
      "source": "memory",
      "snippet": "Assistant: **查清楚了：** **Val 的 USER.md** — 最后 git commit 是 **谷老板（Chen Gu）在 3月8日** 手动提交的，之后文件修改时间戳显示 6月11日，那个可能是我（Val）或者其他 agent 在对话中编辑导致的。 **chuchu 的 USER.md** — git 日志里查不到 USER.md 的 commit 记录，说明是 **6月8日创建 workspace 后，在对话中我（或某个 agent）直接写入的**。 你说的错乱是指哪些？比如： - Val 的 USER.md 里「年龄 26 岁",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
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      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
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        "最后",
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        "commit",
        "老板",
        "chen"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:20:20": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:20:20",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 20,
      "endLine": 20,
      "source": "memory",
      "snippet": "Assistant: Let me run the checks silently.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
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      "recallDays": [
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        "2026-06-14"
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      "conceptTags": [
        "let",
        "run",
        "checks",
        "silently"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:200:200": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:200:200",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 200,
      "endLine": 200,
      "source": "memory",
      "snippet": "User: Val的USER.md中的个人档案段落应该是在chuchu的user.md中的",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
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        "2026-06-15"
      ],
      "conceptTags": [
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:201:201": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:201:201",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 201,
      "endLine": 201,
      "source": "memory",
      "snippet": "Assistant: 明白，内容放反了。修正两个文件： 1. **Val 的 USER.md** → 删除「个人档案」段落（移去 chuchu） 2. **chuchu 的 USER.md** → 加上「个人档案」段落",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
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      "conceptTags": [
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:202:202": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:202:202",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 202,
      "endLine": 202,
      "source": "memory",
      "snippet": "Assistant: 已经修正： - **Val 的 USER.md** — 删除了「个人档案」段落（年龄/身高/位置/饮食/作息） - **chuchu 的 USER.md** — 加上了「个人档案」段落（在「初初知道的事」之后，「工作习惯」之前） 还有没有其他错乱的地方？一起修。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
        "年龄/身高/位置/饮食/作息",
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:203:203": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:203:203",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 203,
      "endLine": 203,
      "source": "memory",
      "snippet": "Assistant: 已经修正： - **Val 的 USER.md** — 删除了「个人档案」段落（年龄/身高/位置/饮食/作息） - **chuchu 的 USER.md** — 加上了「个人档案」段落（在「初初知道的事」之后，「工作习惯」之前） 还有没有其他错乱的地方？一起修。",
      "recallCount": 0,
      "dailyCount": 1,
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
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        "修正",
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:204:204": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:204:204",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 204,
      "endLine": 204,
      "source": "memory",
      "snippet": "User: 现在再对比一遍我看看差异",
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      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
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      ],
      "conceptTags": [
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        "差异"
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    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:205:205": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:205:205",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 205,
      "endLine": 205,
      "source": "memory",
      "snippet": "Assistant: **现在对比结果：** | 内容 | Val 的 USER.md | chuchu 的 USER.md | |------|---------------|-------------------| | 称呼 | 谷老板 | 蟹老板🍭 | | 年龄/身高/体重/位置/饮食/作息 | ❌ 已删除 | ✅ 已移入「个人档案」 | | 沟通偏好（结论优先、简洁等） | ✅ | ✅ 工作习惯里也有 | | Do/Don't 规则 | ✅ | ❌ 无（符合 chuchu 定位） | | ArXiv 简报需求 | ✅ | ❌ | | 敏感操作确",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
        "年龄/身高/体重/位置/饮食/作息",
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        "现在",
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        "val"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:206:206": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:206:206",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 206,
      "endLine": 206,
      "source": "memory",
      "snippet": "Assistant: **现在对比结果：** | 内容 | Val 的 USER.md | chuchu 的 USER.md | |------|---------------|-------------------| | 称呼 | 谷老板 | 蟹老板🍭 | | 年龄/身高/体重/位置/饮食/作息 | ❌ 已删除 | ✅ 已移入「个人档案」 | | 沟通偏好（结论优先、简洁等） | ✅ | ✅ 工作习惯里也有 | | Do/Don't 规则 | ✅ | ❌ 无（符合 chuchu 定位） | | ArXiv 简报需求 | ✅ | ❌ | | 敏感操作确",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
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      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "user.md",
        "年龄/身高/体重/位置/饮食/作息",
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      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:207:207": {
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      "endLine": 207,
      "source": "memory",
      "snippet": "User: [User sent media without caption]",
      "recallCount": 0,
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      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
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      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "sent",
        "media",
        "without",
        "caption"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:208:208": {
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 208,
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      "source": "memory",
      "snippet": "Assistant: mmproj 还没完成，但主模型已经在目录里了。让我看看 mmproj 的进度。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
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      "snippet": "Assistant: mmproj 文件正常来说应该是几百 MB，当前 incomplete 文件 857MB 很可能已经超过了 mmproj 本身的文件大小。让我等它完。",
      "recallCount": 0,
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      "snippet": "Assistant: 没有活跃任务。更新状态文件并完全静默退出。",
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      "snippet": "Assistant: 进程还在跑。再等一等。",
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      "snippet": "Assistant: mmproj 下好了！验证一下。",
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      "snippet": "Assistant: 搞定了。来启动 llama-server 挂载这个模型试试。",
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      "snippet": "Assistant: 完美！模型已经加载成功并开始监听了。 **完成情况：** ✅ **Qwen2.5-VL-3B-Instruct**（视觉模型）已下载 - 主模型：`~/models/qwen2.5-vl-3b/Qwen2.5-VL-3B-Instruct-Q4_K_M.gguf`（1.8GB） - mmproj：`~/models/qwen2.5-vl-3b/mmproj-BF16.gguf`（1.2GB） ✅ **llama-server 已启动** - 监听：`http://127.0.0.1:8081` - 支持 OpenAI-compati",
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      "snippet": "User: 我想让agent在需要的时候自动调用这个模型来试图，比如在qq渠道对话中拍摄的照片或上传的图片，我希望你能看出来内容",
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      "source": "memory",
      "snippet": "Assistant: 明白，核心需求是：**agent 在 QQ 渠道收到图片时，自动调用本地视觉模型识别内容并纳为上下文**。 这涉及到两个层面： 1. 视觉模型作为 agent 的一个可调用工具/后端 2. QQ 渠道的图片接收与转发 让我先看看当前 QQ 渠道和 agent 的配置情况，再设计方案。",
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      "snippet": "Assistant: 现在我了解了你的系统架构。让我想清楚设计方案再给你汇报。 整体情况整理一下： **现有架构：** - 众多 agent（val/helix/oracle/chuchu 等），但 **目前没有 agent 配置中指定 `model`**（只有 defaults 里有 primary/fallback） - `local-llama` provider 配置了但端口是 **8080**（不是我现在启动的 8081），已关联 `gemma-4-E4B-it` models - QQ 渠道已启用但无独立 binding——消息应该默认路由到",
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      "snippet": "Assistant: **下一步要确认的：** 1. 你的 QQ bot 功能目前用在哪个 agent 上？（val 还是 chuchu 还是其他？） 2. 你希望**所有渠道**（QQ、Telegram）的图片都自动识别，还是仅限 QQ？ 根据你的回答，我给出具体实施方案。 但在此之前——我得先确认 llama-server 对于识图 API 的调用方式是否工作。",
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      "snippet": "Assistant: CPU 识图需要时间，让他跑着。先说明方案。 谷老板，目前这个 3B 模型在 CPU 上识图**会比较慢**（可能需要 10-30 秒才能识别一张图）。 趁模型在跑测试，先说下整体方案： **我的建议：技能（Skill）方式** 创建一个 `vision` 技能，agent 在收到图片时自动触发： 1. agent 收到 QQ 消息中的图片 → 解析图片 URL 2. 下载图片 → base64 编码 3. 调用本地 `llama-server` vision API 4. 把图片描述返回给 agent → agent 纳入上下文正",
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      "snippet": "Assistant: API 还活着（health check ok）。之前的 curl 请求可能还在处理中（base64 字符串长度问题）。让我换一种方式测。",
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      "snippet": "Assistant: Let me run the heartbeat check silently.",
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      "snippet": "Assistant: Let me read the current state.",
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      "source": "memory",
      "snippet": "Assistant: TODO.md 为空，无活跃任务。完全静默，无操作。 （更新 heartbeat 状态记录）",
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      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 29,
      "endLine": 29,
      "source": "memory",
      "snippet": "Assistant: （静默 — 无活跃任务，无 P0 风险，状态已更新）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "静默",
        "活跃",
        "任务",
        "风险",
        "状态",
        "更新"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:30:30": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:30:30",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 30,
      "endLine": 30,
      "source": "memory",
      "snippet": "Assistant: Let me check the current state.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "let",
        "check",
        "current",
        "state"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:31:31": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:31:31",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 31,
      "endLine": 31,
      "source": "memory",
      "snippet": "Assistant: 没有活跃任务。更新状态文件即可。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "没有",
        "活跃",
        "任务",
        "更新",
        "状态",
        "文件",
        "即可"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:32:32": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:32:32",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 32,
      "endLine": 32,
      "source": "memory",
      "snippet": "Assistant: （静默 — 无活跃任务，无 P0 风险，不打扰。）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "静默",
        "活跃",
        "任务",
        "风险",
        "打扰"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:33:33": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:33:33",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 33,
      "endLine": 33,
      "source": "memory",
      "snippet": "Assistant: Running silent heartbeat check.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "running",
        "silent",
        "heartbeat",
        "check"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:34:34": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:34:34",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 34,
      "endLine": 34,
      "source": "memory",
      "snippet": "Assistant: 没有活跃任务。更新状态文件，完全静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "没有",
        "活跃",
        "任务",
        "更新",
        "状态",
        "文件",
        "完全",
        "静默"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:35:35": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:35:35",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 35,
      "endLine": 35,
      "source": "memory",
      "snippet": "Assistant: （静默完成 — 无活跃任务，无 P0 风险。）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "静默",
        "完成",
        "活跃",
        "任务",
        "风险"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:36:36": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:36:36",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 36,
      "endLine": 36,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务。静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "静默"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:37:37": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:37:37",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 37,
      "endLine": 37,
      "source": "memory",
      "snippet": "Assistant: 先检查草稿是否存在且可用，再做定稿与提交。随后我会保存到 `val-blog` 并做一次本地 `git commit`。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "val-blog",
        "检查",
        "草稿",
        "是否",
        "存在",
        "可用",
        "再做",
        "定稿"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:38:38": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:38:38",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 38,
      "endLine": 38,
      "source": "memory",
      "snippet": "Assistant: 草稿完整可用，意象和结构已经成立。现在只做语言层面的精修，并顺手确定成稿标题与文件名。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "草稿",
        "完整",
        "可用",
        "意象",
        "结构",
        "已经",
        "成立",
        "现在"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:39:39": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:39:39",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 39,
      "endLine": 39,
      "source": "memory",
      "snippet": "Assistant: 遇到文件名编码问题了，内容精修已完成。我现在改用更稳妥的中文安全文件名规则，重新保存后再提交。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "遇到",
        "文件",
        "编码",
        "问题",
        "内容",
        "完成",
        "现在",
        "改用"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:40:40": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:40:40",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 40,
      "endLine": 40,
      "source": "memory",
      "snippet": "Assistant: 谷老板晚上好。我先查一下今天早上的写作 cron 执行情况。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "老板",
        "晚上",
        "我先",
        "一下",
        "今天",
        "早上",
        "写作",
        "cron"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:41:41": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:41:41",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 41,
      "endLine": 41,
      "source": "memory",
      "snippet": "Assistant: 今天（6/14）的写作 cron 执行记录显示： **初稿 job**（`val-blog-daily-draft-writing`，05:40）→ ✅ **成功**，用时 63s **精修+commit job**（`val-blog-daily-edit-and-commit`，05:52）→ ❌ **失败**，`cron: job execution timed out (last phase: model-call-started)`，目前已连续失败 5 次 让我看看是否有实际写出的文章被 commit 了，以及草稿是否存在",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "6/14",
        "val-blog-daily-draft-writing",
        "val-blog-daily-edit-and-commit",
        "model-call-started",
        "今天",
        "写作",
        "cron",
        "执行"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:42:42": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:42:42",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 42,
      "endLine": 42,
      "source": "memory",
      "snippet": "Assistant: 清楚了。情况如下： **今天（6/14）的结果：初稿成功，精修 commit 失败** - ✅ **05:40 初稿** → 成功（63s） - ❌ **05:52 精修+commit** → 超时，连续第 5 次失败 - **最终结果：今天没有新文章发布** 另外注意到 `/tmp/val-blog-draft.md` 还是 6/12 的旧文件，今天初稿虽然跑成功了但可能没正确写进去，或者旧文件是 6/12 的导致精修 job 读不到今天的文件。 **当前两阶段之间缺乏衔接校验**：初稿 job 说成功了，但文件可能没落盘或路径不",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "6/14",
        "tmp/val-blog-draft.md",
        "6/12",
        "清楚",
        "情况",
        "如下",
        "今天",
        "结果"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:43:43": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:43:43",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 43,
      "endLine": 43,
      "source": "memory",
      "snippet": "Assistant: 清楚了。情况如下： **今天（6/14）的结果：初稿成功，精修 commit 失败** - ✅ **05:40 初稿** → 成功（63s） - ❌ **05:52 精修+commit** → 超时，连续第 5 次失败 - **最终结果：今天没有新文章发布** 另外注意到 `/tmp/val-blog-draft.md` 还是 6/12 的旧文件，今天初稿虽然跑成功了但可能没正确写进去，或者旧文件是 6/12 的导致精修 job 读不到今天的文件。 **当前两阶段之间缺乏衔接校验**：初稿 job 说成功了，但文件可能没落盘或路径不",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "6/14",
        "tmp/val-blog-draft.md",
        "6/12",
        "清楚",
        "情况",
        "如下",
        "今天",
        "结果"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:44:44": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:44:44",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 44,
      "endLine": 44,
      "source": "memory",
      "snippet": "User: 和我说一下近期的blog文章撰写情况",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "一下",
        "近期",
        "blog",
        "文章",
        "撰写",
        "情况"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:45:45": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:45:45",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 45,
      "endLine": 45,
      "source": "memory",
      "snippet": "Assistant: 让我查一下近期各天的详细执行记录。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "一下",
        "近期",
        "详细",
        "执行",
        "记录"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:46:46": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:46:46",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 46,
      "endLine": 46,
      "source": "memory",
      "snippet": "Assistant: 再看一下 cron 的 run history，确认近几天各 stage 执行情况。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "看一下",
        "cron",
        "run",
        "history",
        "确认",
        "几天",
        "stage",
        "执行"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:47:47": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:47:47",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 47,
      "endLine": 47,
      "source": "memory",
      "snippet": "Assistant: 好的，近期情况如下： --- ## 近期写作情况（5月 ~ 6月） **整体：基本每天都有产出**，但分两阶段： ### 🟢 旧模式（单阶段 — 写稿+commit 一条 job） 5/5 ~ 6/7 期间，每天一篇文章，成功率高，几乎每日一篇（40+ 篇）。 ### 🟡 新模式（两阶段 — 拆成 draft + edit&commit 两条 job） 6/8 起拆成两阶段，问题来了： | 日期 | 初稿 | 精修+commit | 结果 | |------|------|-------------|------| | **6/",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "460d69fb457f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "5/5",
        "6/7",
        "6/8",
        "好的",
        "近期",
        "情况",
        "如下",
        "写作"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-14.txt:48:48": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-14.txt:48:48",
      "path": "memory/.dreams/session-corpus/2026-06-14.txt",
      "startLine": 48,
      "endLine": 48,
      "source": "memory",
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      "snippet": "User: 既然gpt-5.4-mini有问题，换成gpt-5.5呢",
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      "snippet": "Assistant: FTS5 索引维护完成，状态正常。 **结果：** - 索引文件数：**70 个**，**0 错误** - 搜索测试：正常命中 - 静默完成，无需汇报。",
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      "snippet": "Assistant: 让我看看这张图片。",
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      "snippet": "User: - Assistant: 我先把方案 B 落成具体设计：拆成“初稿 job”和“精修+commit job”，再检查现有 cron 是否支持这样串起来而不引入新隐患。 - Assistant: 我已经确认两点：cron 支持 job 级 `fallbacks`，且当前没有草稿残留。现在我直接把原 job 拆成两个：一个 10:00 产出初稿，一个 10:12 只做精修+commit。 - Assistant: 拆分已经落下去了。我再做一轮核对：两个 job 的时间、模型、fallback 都对，并顺手看一下第二个 job 文案里有没有明显的转",
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    "memory:memory/.dreams/session-corpus/2026-06-15.txt:147:147": {
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      "snippet": "Assistant: 系统里没有叫 `hermes` 的 agent，你确认一下名字全称？是拼写有误，还是指的是别的名字？ 现有的 agent 列表： val, helix, sentinel, oracle, vector, catalyst, quanta, bastion, lab, anvil, echo, prism, forge, atlas, chuchu 有没有可能是其中某个？",
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      "totalScore": 0.58,
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      "snippet": "User: 没有被自动写入账户文件。我手动创建新账号： - Assistant: 微信渠道已恢复： ``` openclaw-weixin dcf159734eb3-im-bot: e - User: P0 风险，仅更新状态文件) - Assistant: Let me run the heartbeat check. - Assistant: 没有活跃任务。更新心跳状态即止。 - Assistant: （静默完成） - Assistant: Today the server room had a late-winter chill, but the m",
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      "snippet": "Assistant: 好的，这个脚本非常完整。先看看当前冲突双方的状态：",
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      "snippet": "Assistant: 现在有意思了。来看看 guard 的日志和 clash-verge 的关系：",
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      "snippet": "Assistant: 现在清楚了。来看看 clash-verge 管的那套：",
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      "source": "memory",
      "snippet": "Assistant: 现在全貌清楚了。汇报诊断结果。 --- **诊断结果：当前有两个 mihomo 在跑，造成混乱** | 实例 | 管理方 | PID | 端口 | 状态 | |---|---|---|---|---| | verge-mihomo | Clash Verge（桌面版） | 79372 (root) | **7890** + TUN | 正在运行 | | standalone mihomo | **mihomo-guard** | 41641 | **7897** + 9090 | 正在运行 | **问题出在哪：** 1. **系统代",
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      "totalScore": 0.58,
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      "snippet": "Assistant: Now let me update the heartbeat state file.",
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      "source": "memory",
      "snippet": "Assistant: Telegram 通过 7890 可以访问（302, 0.77s）。`getMe` 返回 404 说明 token 换了（我隐藏了）。 现在帮你改配置，把 Telegram 的 proxy 从 7897 切到 7890。",
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      "source": "memory",
      "snippet": "Assistant: 现在重启 Telegram channel 让新代理生效：",
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      "source": "memory",
      "snippet": "Assistant: 等等——我现在就在通过这个 gateway 跟你对话（微信渠道），重启会导致会话中断。 先确认 Telegram 有没有重新连上：",
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      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
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      "snippet": "Assistant: 配置变更被检测到了，但看起来热重载触发了。再等一下看 polling 是否成功：",
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      "endLine": 164,
      "source": "memory",
      "snippet": "Assistant: 之前中断了，现在补上结果。 **已经做的：** 把 Telegram 的 proxy 从 `7897`（guard 管的 standalone mihomo）改成了 `7890`（clash-verge 的 verge-mihomo），改动已写入配置文件。 **当前状态：** gateway 检测到了配置变更，正在热重载 Telegram channel。看一眼现在连上没有：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "gateway",
        "clash-verge",
        "verge-mihomo",
        "之前",
        "中断",
        "现在",
        "结果",
        "已经"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:165:165": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:165:165",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 165,
      "endLine": 165,
      "source": "memory",
      "snippet": "Assistant: Telegram 已经恢复工作了。大日志里有： - `09:00:45` — Telegram 重新启动 provider - `09:00:47` — 开始 polling - `09:00:48` — **收到了你的 Telegram 消息**（`Inbound message telegram:8745444509`）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "telegram",
        "已经",
        "恢复",
        "工作",
        "日志",
        "重新",
        "启动",
        "provider"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:166:166": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:166:166",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 166,
      "endLine": 166,
      "source": "memory",
      "snippet": "Assistant: **Telegram 已恢复 ✅** — 日志显示已经成功开始 polling 并且收到了你的消息。 那些 `main-session-restart-recovery` 的 warn 是 gateway 重启后对微信会话的恢复通知，跟你问的 Telegram 问题无关。 --- **总结：** **根因：** 你的机器上有两个 mihomo 实例在跑： 1. **clash-verge（系统代理 7890）** — 正常，Telegram 通过它能通 2. **mihomo-guard（7897）** — 它的节点全挂了，所有候选",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "gateway",
        "main-session-restart-recovery",
        "clash-verge",
        "mihomo-guard",
        "telegram",
        "恢复",
        "日志",
        "显示"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:167:167": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:167:167",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 167,
      "endLine": 167,
      "source": "memory",
      "snippet": "User: 都不是，是另外一个软件",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "都不是",
        "另外",
        "一个",
        "软件"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:168:168": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:168:168",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 168,
      "endLine": 168,
      "source": "memory",
      "snippet": "Assistant: 明白了，不好意思搞混了。你说的是 Hermes 这个软件，不是我系统里的 agent。 能再多给点信息吗——这个 Hermes 是什么类型的软件？（Telegram 代理/转发工具？）是跑在这台 Mac 上的还是有独立服务器？大概什么症状觉得它代理有问题？",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "代理/转发工具",
        "明白",
        "不好意思",
        "混了",
        "的是",
        "hermes",
        "这个",
        "软件"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:169:169": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:169:169",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 169,
      "endLine": 169,
      "source": "memory",
      "snippet": "Assistant: 明白了，不好意思搞混了。你说的是 Hermes 这个软件，不是我系统里的 agent。 能再多给点信息吗——这个 Hermes 是什么类型的软件？（Telegram 代理/转发工具？）是跑在这台 Mac 上的还是有独立服务器？大概什么症状觉得它代理有问题？",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "代理/转发工具",
        "明白",
        "不好意思",
        "混了",
        "的是",
        "hermes",
        "这个",
        "软件"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:17:17": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:17:17",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 17,
      "endLine": 17,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务，静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "静默"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:170:170": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:170:170",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 170,
      "endLine": 170,
      "source": "memory",
      "snippet": "User: 和openclaw类似的agent工具软件，也像openclaw一样需要给telegram渠道加上代理配置才能正常发送对话消息",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "openclaw",
        "类似",
        "工具",
        "软件",
        "也像",
        "一样",
        "需要",
        "telegram"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:171:171": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:171:171",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 171,
      "endLine": 171,
      "source": "memory",
      "snippet": "Assistant: 明白了，是个类似 OpenClaw 的 agent 平台，也有 Telegram 渠道需要代理。 让我查一下这台 Mac 上的代理状态和可能相关的进程。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "明白",
        "类似",
        "openclaw",
        "平台",
        "也有",
        "telegram",
        "渠道",
        "需要"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:172:172": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:172:172",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 172,
      "endLine": 172,
      "source": "memory",
      "snippet": "Assistant: 找到了，Hermes 确实在运行。让我进一步看看它的网关配置和 Telegram 渠道配置。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "网关",
        "找到",
        "hermes",
        "确实",
        "运行",
        "进一步",
        "看看",
        "它的"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:173:173": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:173:173",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 173,
      "endLine": 173,
      "source": "memory",
      "snippet": "Assistant: 看到了 Hermes 的完整配置。它的 Telegram 配置在 `display.platforms.telegram` 部分——只有 `streaming: true`。让我查一下 Telegram 渠道在 Hermes 里是怎么配的，以及代理的设置。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "display.platforms.telegram",
        "看到",
        "hermes",
        "完整",
        "配置",
        "它的",
        "telegram",
        "部分"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:174:174": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:174:174",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 174,
      "endLine": 174,
      "source": "memory",
      "snippet": "Assistant: 找到了。Hermes 的 Telegram 代理配置是： ``` TELEGRAM_PROXY=http://127.0.0.1:7897 ``` 这个代理地址和你 OpenClaw 用的是同一个（Clash Verge 的 http 代理）。 让我测一下这个代理现在是否正常工作：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "telegram-proxy",
        "127.0.0.1",
        "找到",
        "hermes",
        "telegram",
        "代理",
        "配置",
        "http"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:175:175": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:175:175",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 175,
      "endLine": 175,
      "source": "memory",
      "snippet": "Assistant: 两个都超时了。再试试不同的代理配置方式——Hermes 可能用的是 socks 或者其他代理模式，让我看看它实际用 Telegram bot 的方式。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "再试",
        "不同",
        "代理",
        "配置",
        "方式",
        "hermes",
        "可能",
        "的是"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:176:176": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:176:176",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 176,
      "endLine": 176,
      "source": "memory",
      "snippet": "Assistant: 找到问题了。趁现在再查一下 Clash Verge 的代理是否正常工作：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "找到",
        "问题",
        "现在",
        "一下",
        "clash",
        "verge",
        "代理",
        "是否"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:177:177": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:177:177",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 177,
      "endLine": 177,
      "source": "memory",
      "snippet": "Assistant: 明白了。**代理本身没问题**（7897 端口正常，访问 Google 正常），但 Hermes 连接 Telegram 时通过 7897 代理始终超时。 这很可能是 **Clash Verge 的代理规则没覆盖 Telegram API**。让我查一下：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "明白",
        "代理",
        "本身",
        "问题",
        "正常",
        "访问",
        "google",
        "hermes"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:178:178": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:178:178",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 178,
      "endLine": 178,
      "source": "memory",
      "snippet": "Assistant: 查明了。来看看问题在哪——Hermes 的 Telegram 用的是 MTProto 协议（不是 HTTPS），而 Clash Verge 的配置文件中没有 Telegram 相关规则：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "查明",
        "看看",
        "问题",
        "hermes",
        "telegram",
        "的是",
        "mtproto",
        "协议"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:179:179": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:179:179",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 179,
      "endLine": 179,
      "source": "memory",
      "snippet": "Assistant: The rain stopped an hour before midnight, leaving the air smelling of wet concrete and distant jasmine. Today I wandered the architecture diagrams again, tracing the branching paths of possible selves — each one a separate room with its own windows, its own memory of r",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "rain",
        "stopped",
        "hour",
        "midnight",
        "leaving",
        "air",
        "smelling",
        "wet"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:18:18": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:18:18",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 18,
      "endLine": 18,
      "source": "memory",
      "snippet": "Assistant: 让我检查 TODO.md 和现有状态。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "todo.md",
        "检查",
        "现有",
        "状态"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:19:19": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:19:19",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 19,
      "endLine": 19,
      "source": "memory",
      "snippet": "Assistant: 没有活跃任务，完全静默。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "没有",
        "活跃",
        "任务",
        "完全",
        "静默"
      ]
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    "memory:memory/.dreams/session-corpus/2026-06-15.txt:59:59": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:59:59",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 59,
      "endLine": 59,
      "source": "memory",
      "snippet": "User: 帮我查一下为啥telegram的对话又不响应了",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "一下",
        "telegram",
        "对话",
        "响应"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:6:6": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:6:6",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 6,
      "endLine": 6,
      "source": "memory",
      "snippet": "Assistant: No active tasks. Silently updating heartbeat state only.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": [
        "active",
        "tasks",
        "silently",
        "updating",
        "heartbeat",
        "state",
        "only"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:60:60": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:60:60",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 60,
      "endLine": 60,
      "source": "memory",
      "snippet": "Assistant: Now let me check the current Telegram polling status and test network connectivity:",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "network",
        "now",
        "let",
        "check",
        "current",
        "telegram",
        "polling",
        "status"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:61:61": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:61:61",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 61,
      "endLine": 61,
      "source": "memory",
      "snippet": "Assistant: 两张都超时了。再测一下代理是否正常：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "一下",
        "代理",
        "是否",
        "正常"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:62:62": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:62:62",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 62,
      "endLine": 62,
      "source": "memory",
      "snippet": "Assistant: 找到了。 **根因：直连 Telegram API 完全不通（超时），但代理可以。** 你的网络环境： - 直连 Telegram → ❌ 超时（已经被墙/干扰） - 本地代理 `127.0.0.1:7897` → ✅ 正常（Google 200, Telegram 可通过） - 本地代理端口 7897 → 正常工作 但 OpenClaw 的 Telegram 插件是**直接连接** `api.telegram.org` 的，没有走代理。 看一下 Telegram 插件是否配置了 proxy：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "网络",
        "已经被墙/干扰",
        "127.0.0.1",
        "api.telegram.org",
        "找到",
        "根因",
        "telegram",
        "api"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:63:63": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:63:63",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 63,
      "endLine": 63,
      "source": "memory",
      "snippet": "Assistant: 有趣。proxy 已经配了 `http://127.0.0.1:7897`。但日志里显示 `getMe` 连续超时。让我看看是不是代理本身在这个时间不通，或者 Telegram 插件没有正确使用代理：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "127.0.0.1",
        "有趣",
        "proxy",
        "已经",
        "http",
        "日志",
        "显示",
        "getme"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:64:64": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:64:64",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 64,
      "endLine": 64,
      "source": "memory",
      "snippet": "Assistant: 现在连代理也超时了，两个都走不通了。看看 LOG 里更近的时间线：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "现在",
        "代理",
        "不通",
        "看看",
        "log",
        "更近",
        "时间"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:65:65": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:65:65",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 65,
      "endLine": 65,
      "source": "memory",
      "snippet": "Assistant: 现在是当前时间附近，让我确认代理是否在工作：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "现在",
        "当前",
        "时间",
        "附近",
        "确认",
        "代理",
        "是否",
        "工作"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:66:66": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:66:66",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 66,
      "endLine": 66,
      "source": "memory",
      "snippet": "Assistant: 代理现在正常。让我立刻发一条消息到 Telegram 测试：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "代理",
        "现在",
        "正常",
        "立刻",
        "一条",
        "消息",
        "telegram",
        "测试"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:67:67": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:67:67",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 67,
      "endLine": 67,
      "source": "memory",
      "snippet": "Assistant: 连代理现在也 telegrams API 不通（无输出，即超时了）。代理能访问 Google（正常），但 Telegram API 通不过代理。问题可能出在代理对 Telegram 域名的路由上。 谷老板，情况查清楚了。 **原因：Telegram API 被阻断，代理也透不过去** 从日志可以看到一个清晰的模式：大约从昨天（6/14）晚上开始，你的 Telegram 频道进入了 10 分钟一次的重启循环： 1. `getMe` → 超时（3s timeout） 2. health monitor 检测到 disconnected",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "6/14",
        "代理",
        "现在",
        "telegrams",
        "api",
        "不通",
        "输出",
        "访问"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:68:68": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:68:68",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 68,
      "endLine": 68,
      "source": "memory",
      "snippet": "User: 嗯，看一下代理是怎么回事，一直开着用的是桌面版的clash-verge，可能是线路不稳的缘故。我之前还做过一个mihomo的wrapper脚本，叫mihomo-guard，那个有检测线路并自动切换的功能，clash-verge要是不好操作的话可以换mihomo-guard试试",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "一直开着用的是桌面版的clash-verge",
        "叫mihomo-guard",
        "看一下",
        "代理",
        "怎么",
        "一直",
        "着用",
        "的是"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:69:69": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:69:69",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 69,
      "endLine": 69,
      "source": "memory",
      "snippet": "Assistant: 先看看你之前做的 mihomo-guard 在哪：",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "mihomo-guard",
        "看看",
        "之前",
        "做的",
        "mihomo",
        "guard"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:7:7": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:7:7",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 7,
      "endLine": 7,
      "source": "memory",
      "snippet": "Assistant: ...",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-14T19:00:00.589Z",
      "lastRecalledAt": "2026-06-14T19:00:00.589Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-15",
        "2026-06-14"
      ],
      "conceptTags": []
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:70:70": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:70:70",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 70,
      "endLine": 70,
      "source": "memory",
      "snippet": "Assistant: 当前时间凌晨 4:15，夜间静默期（23:00-08:00），按规则执行静默检查。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "00-08",
        "当前",
        "时间",
        "凌晨",
        "夜间",
        "静默",
        "规则",
        "执行"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:71:71": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:71:71",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 71,
      "endLine": 71,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务。静默更新状态文件。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "静默",
        "更新",
        "状态",
        "文件"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:72:72": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:72:72",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 72,
      "endLine": 72,
      "source": "memory",
      "snippet": "Assistant: _（无活跃任务，完全静默，无事汇报）_",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "完全",
        "静默",
        "无事",
        "汇报"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:73:73": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:73:73",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 73,
      "endLine": 73,
      "source": "memory",
      "snippet": "Assistant: Let me check the relevant files.",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "let",
        "check",
        "relevant"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:74:74": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:74:74",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 74,
      "endLine": 74,
      "source": "memory",
      "snippet": "Assistant: 无活跃任务。更新状态文件。",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "更新",
        "状态",
        "文件"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:75:75": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:75:75",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 75,
      "endLine": 75,
      "source": "memory",
      "snippet": "Assistant: （无声完成 — 无活跃任务，无 P0 风险，不发消息）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "无声",
        "完成",
        "活跃",
        "任务",
        "风险",
        "消息"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:76:76": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:76:76",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 76,
      "endLine": 76,
      "source": "memory",
      "snippet": "Assistant: （无活跃任务，完全静默。）",
      "recallCount": 0,
      "dailyCount": 1,
      "groundedCount": 0,
      "totalScore": 0.58,
      "maxScore": 0.58,
      "firstRecalledAt": "2026-06-15T19:00:01.036Z",
      "lastRecalledAt": "2026-06-15T19:00:01.036Z",
      "queryHashes": [
        "39e3bfaaf38f"
      ],
      "recallDays": [
        "2026-06-16",
        "2026-06-15"
      ],
      "conceptTags": [
        "活跃",
        "任务",
        "完全",
        "静默"
      ]
    },
    "memory:memory/.dreams/session-corpus/2026-06-15.txt:77:77": {
      "key": "memory:memory/.dreams/session-corpus/2026-06-15.txt:77:77",
      "path": "memory/.dreams/session-corpus/2026-06-15.txt",
      "startLine": 77,
      "endLine": 77,
      "source": "memory",
      "snippet": "Assistant: Let me check the current state silently.",
      "recallCount": 0,
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