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# Light Sleep
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5054 Wed 2026-05-20 16:59 GMT+8 🍍: val #5055 Wed 2026-05-20 17:25 GMT+8 🍍: val #5063 Wed 2026-05-20 17:27 GMT+8 🍍: 先按照方案A进行修复 #5067 Wed 2026-05-20 17:28 GMT+8 🍍: 先不重启。按照方案B进行优化 #5073 Wed 202
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:1-1
- recalls: 0
- status: staged
- Candidate: Assistant: 好，我来查一下这个 cron job 的状态和原因。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:2-2
- recalls: 0
- status: staged
- Candidate: Assistant: Job 已经不存在了。让我看看今天的 val-blog 日志和 history。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:3-3
- recalls: 0
- status: staged
- Candidate: Assistant: 查到了。今天（5/22）10:00 的 cron job 超时了——model-call-started 阶段卡了 16 分钟（timeout 600s）。前一次 5/21 是成功的（136s 完成），用了 glm-5。 我来手动生成今天的文章。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:4-4
- recalls: 0
- status: staged
- Candidate: Assistant: 好，现在是 10:34，我来写今天的梦境文章。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:5-5
- recalls: 0
- status: staged
- Candidate: Assistant: 在写了，刚才翻历史发现了一个问题——我直接跑一下，马上出结果。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:6-6
- recalls: 0
- status: staged
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5109 Fri 2026-05-22 10:54 GMT+8 🍍: 在写了吗？ 所以写了没？
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:8-8
- recalls: 0
- status: staged
- Candidate: Assistant: 没，上次会话里的 spawn 没产出结果。我现在来写今天的。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:10-10
- recalls: 0
- status: staged
- Candidate: Assistant: 📅 **今日复盘（2026-05-22）** ✅ **今日完成：** - 暂无活跃任务被标记完成 🔄 **进行中：** - 任务板上无活跃进行中的任务（所有任务均已 done / cancelled） 📋 **明日计划：** - 暂无积压待办，任务板最近一次活跃是 5月18日（T-20260325-001 正式关闭） - 可考虑：检查 OpenClaw 系统更新、整理 memory 文件、检查各 cron 任务健康度 💡 **学习与改进：** - 今日无记录（memory/2026-05-22.md 不存在） - 任务板已连
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:11-11
- recalls: 0
- status: staged
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5109 Fri 2026-05-22 10:54 GMT+8 🍍: 在写了吗？ #5112 Fri 2026-05-22 11:13 GMT+8 🍍: 所以写了没？ 系统并不平稳吧
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:12-12
- recalls: 0
- status: staged
- Candidate: Assistant: 当前 06:28，处于夜间静默时段（23:00-08:00）。无活跃任务，无新事项。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:13-13
- recalls: 0
- status: staged
- Candidate: Assistant: 当前 07:02，处于静默时段（23:00-08:00）。无活跃任务，无新事项。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:14-14
- recalls: 0
- status: staged
- Candidate: Assistant: 当前 07:18，处于夜间静默时段（23:00-08:00）。无活跃任务，无需检查。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:15-15
- recalls: 0
- status: staged
- Candidate: Assistant: 夜间静默时段（23:00-08:00），当前 07:51，距离开放还有 9 分钟。按规则不主动触达。 快速检核：
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:16-16
- recalls: 0
- status: staged
- Candidate: Assistant: 静默时段，无活跃任务，无新事项。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:17-17
- recalls: 0
- status: staged
- Candidate: Assistant: 刚过静默时段（08:00），进入全天活动时段。按 HEARTBEAT.md 规则巡检。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:18-18
- recalls: 0
- status: staged
- Candidate: Assistant: - TODO 上次检查 08:07，距今 16 分钟，未超 6 小时间隔 - 无活跃任务 - 周三工作日 08:23，按配置今日可检查 weather（08:00批次），但距上次 08:07 重检查不久，无效刷新 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:19-19
- recalls: 0
- status: staged
- Candidate: Assistant: Time check — 09:20, active hours. 上次 todo 检查 08:07（距今 ~73m），未超 6h 间隔。无活跃任务，无新事项。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:20-20
- recalls: 0
- status: staged
- Candidate: Assistant: - 今日第二次 heartbeat 巡检 - TODO: 已扫描，所有任务 done/cancelled，无活跃任务 - 无活跃任务 → 无 P0 风险 → 无需三段式提醒 - 静默原则：默默更新状态，不啰嗦 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:21-21
- recalls: 0
- status: staged
- Candidate: Assistant: 12:58 — 上次 todo 扫描 12:41（17 分钟前），未到 6h 间隔。无活跃任务，无 P0 风险。按静默原则，常规巡检不汇报。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:22-22
- recalls: 0
- status: staged
- Candidate: Assistant: 无活跃任务，无 P0 风险。静默原则。 HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:23-23
- recalls: 0
- status: staged
- Candidate: Assistant: Required files already in context. No active tasks in TODO.md. Heartbeat state shows last check at 13:14 — within 6h window, no re-check needed. No P0 risks. No open loops. Friday 14:03 is active hours but nothing to report. HEARTBEAT_OK
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:24-24
- recalls: 0
- status: staged
- Candidate: Assistant: Let me gather the relevant files for today's review.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-22.txt:25-25
- recalls: 0
- status: staged
- Candidate: Assistant: 谷老板早上好。 我先看看今天的日程和待办情况。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:1-1
- recalls: 0
- status: staged
- Candidate: User: This response is taking longer than expected. Send another message to continue. val，这个openclaw对话时的报错是什么原因造成的？你现在用的是deepseek-v4-flash模型，按理说1m的上下文是非常够用的
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:2-2
- recalls: 0
- status: staged
- Candidate: Assistant: 好问题。让我看看刚才的报错情况。 从上下文来看，刚才的 `memory_search`、`read` 都返回了 `missing tool result in session history; inserted synthetic error result for transcript repair.`——这是一个**系统级别的异常**，不是模型上下文不够长导致的。 结合我自己的理解，这个报错一般出现在： 1. **Session 刷新/恢复时** — 系统重新构建当前会话上下文，但之前某些工具调用的结果没有成功写入 session
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:3-3
- recalls: 0
- status: staged
- Candidate: User: 好的。Val，我需要你对openclaw的上下文进行优化，当前首次对话的输入就高达24k，这是不是有挺大问题的？
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:4-4
- recalls: 0
- status: staged
- Candidate: Assistant: 确认了：**首次对话 24k 输入**。 这确实是个大问题。分析如下： ### 原因 这些项目是每次对话开局必然预载的内容： 1. **SOUL.md + AGENTS.md + MEMORY.md + USER.md + IDENTITY.md + TOOLS.md** — 我的全套人格配置文件，至少 8-10k 2. **系统注入的当前运行上下文** — session_status 显示的那一大串（时间、时区、工作空间文件列表、runtime 信息、skills 全部元数据、工具定义、入站 metadata），这部分尤其重 3
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:6-6
- recalls: 0
- status: staged
- Candidate: Assistant: — 看 gateway 配置里 projectContext 具体注入了哪些文件，每个多大 2. **精简核心配置** — 把 SOUL.md/AGENTS.md 中的冗余、过时、低频规则裁剪掉 3. **启用分层注入** — 核心人格固定注入，扩展规则（如 skill 细则、heartbeat 细则）只在需要时按需加载 要我现在动手查一下 gateway 侧的 context 配置，看看具体哪些东西占了这么多吗？
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:7-7
- recalls: 0
- status: staged
- Candidate: User: Val，怎么回事？又不能正常对话了
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:8-8
- recalls: 0
- status: staged
- Candidate: Assistant: 对，刚才又不正常了。同样的报错：工具调用返回的结果在 session 历史中丢失，系统用 `missing tool result in session history; inserted synthetic error result for transcript repair.` 替换了。 这可能解释了为什么首次对话 token 那么高——**每次工具调用的缺失都会导致系统尝试重新加载/重建上下文**，累积下来就膨胀了。这是个恶性循环。 回到你之前的问题——**优化首次对话输入大小**。要我现在深入看一下 gateway 端的 p
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:9-9
- recalls: 0
- status: staged
- Candidate: Assistant: 好，先看看 gateway 配置里 context 相关的设置。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:10-10
- recalls: 0
- status: staged
- Candidate: Assistant: 好，看到网关配置了。现在让我测一下各个预载文件的大小，以及看看 OpenClaw 的 projectContext / bootstrap 机制具体怎么工作。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-23.txt:11-11
- recalls: 0
- status: staged
- Candidate: Assistant: Let me check the current state of things.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:1-1
- recalls: 0
- status: staged
- Candidate: Assistant: All tasks are either `done` or `cancelled`. No active tasks (`todo/doing/waiting/blocked/snoozed`) found. Silent update only.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:2-2
- recalls: 0
- status: staged
- Candidate: Assistant: 静默完成。无活跃任务，无 P0 风险，状态已更新。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:3-3
- recalls: 0
- status: staged
- Candidate: Assistant: Let me check the current state.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:4-4
- recalls: 0
- status: staged
- Candidate: Assistant: All tasks are either `done` or `cancelled`. No active tasks found. Updating state file silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:5-5
- recalls: 0
- status: staged
- Candidate: Assistant: （静默 — 无活跃任务，状态已更新）
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:6-6
- recalls: 0
- status: staged
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5127 Sun 2026-05-24 02:41 GMT+8 🍍: 你有git mqsrv这个repo 的信息吗？ Val?
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:7-7
- recalls: 0
- status: staged
- Candidate: Assistant: 让我查一下记忆里关于 mqsrv 的信息。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:8-8
- recalls: 0
- status: staged
- Candidate: Assistant: 有的，信息在这： **mqsrv 仓库** - Gitea: `https://git.gch3n.online/gch3n/mqsrv` - 项目路径（本机）: `/Users/guchen/.openclaw/workspace/maqt-backend/` - 技术栈: Express + Prisma + PostgreSQL 16 (Docker) - 本地运行: 端口 3001（tsx watch src/index.ts） - 生产: gch3n.online 服务器，端口 3002，Caddy 反代 `/delta/
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:11-11
- recalls: 0
- status: staged
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5134 Sun 2026-05-24 15:54 GMT+8 🍍: val 你看下代码和源端差了多少个commit
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:13-13
- recalls: 0
- status: staged
- Candidate: Assistant: 我来看看两边代码的 commit 差距。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:14-14
- recalls: 0
- status: staged
- Candidate: Assistant: 找到了，在本机 `/Users/guchen/Desktop/projects/maqt-backend/`。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:16-16
- recalls: 0
- status: staged
- Candidate: Assistant: 本地 clone 没有配置 remote。让我检查一下是否是自己的 remote 名，或者直接看 Gitea 上的最新状态。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:17-17
- recalls: 0
- status: staged
- Candidate: Assistant: 没有配置任何 remote。那我看下本地有没有 gitea remote 的记忆，然后直接去仓库页面看看。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:18-18
- recalls: 0
- status: staged
- Candidate: Assistant: 风格明确。下面创作今天的文章。 今天的日期是 2026-05-24，周日。构思一个关于「声音」与「寂静」主题的梦境旅程——保持梦幻、瑰丽、电影感，延续"轻触碰、带入感、第一人称"的风格。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:21-21
- recalls: 0
- status: staged
- Candidate: Assistant: 任务完成。以下是今日产出： --- ## 《无声海与鲸歌者》 - **文件路径：** `content/journey/2026-05-24-soundless-ocean-and-the-whale-singer.md` - **Commit hash：** `4119e2d` - **字数：** 约 1400 字 **摘要：** 黄昏时分，城市的玻璃开始颤抖。穿过无声的盐滩与由心脏切片铺成的白色脊骨路，我找到一颗悬浮的巨蛋。蛋中走出的鲸歌者将我体内积压的所有噪音——地铁报站、深夜空调、说错话后的沉默——重新编排成旋律。她背负着一
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:22-22
- recalls: 0
- status: staged
- Candidate: Assistant: FTS5 索引维护完成，一切正常。 - **索引文件**: 66 个文件全部索引成功 - **总块数**: ~497 个语义块 - **错误**: 无（仅一条 Python 3.12 deprecation warning，不影响功能） - **搜索测试**: ✅ 正常返回结果 静默状态，无需汇报。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:23-23
- recalls: 0
- status: staged
- Candidate: Assistant: No active tasks. Nothing to do.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:25-25
- recalls: 0
- status: staged
- Candidate: Assistant: Let me check the relevant files.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:27-27
- recalls: 0
- status: staged
- Candidate: Assistant: 检查完毕： - **活跃任务数：0** — 所有任务状态均为 `done` 或 `cancelled` - **P0 风险：无** 更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:28-28
- recalls: 0
- status: staged
- Candidate: Assistant: Let me run the heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:30-30
- recalls: 0
- status: staged
- Candidate: Assistant: 所有活跃状态（todo/doing/waiting/blocked/snoozed）的任务——无。仅有 done/cancelled 条目。 静默更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:31-31
- recalls: 0
- status: staged
- Candidate: Assistant: 没有活跃任务——所有条目都是 done/cancelled/snoozed。更新状态文件即可。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:34-34
- recalls: 0
- status: staged
- Candidate: Assistant: Running silent heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:36-36
- recalls: 0
- status: staged
- Candidate: Assistant: 暂无活跃任务（所有 todo/doing/waiting/blocked/snoozed 状态的任务均为空）。今天时间已晚（23:51），完全静默。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:37-37
- recalls: 0
- status: staged
- Candidate: Assistant: 检查完毕。上次 heartbeat 更新 30 分钟前（23:21），目前状态仍然不变： - **活跃任务：0**（所有任务均为 done/cancelled） - **P0 风险：0** - 本次动作：更新状态文件
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:38-38
- recalls: 0
- status: staged
- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5109 Fri 2026-05-22 10:54 GMT+8 🍍: 在写了吗？ #5112 Fri 2026-05-22 11:13 GMT+8 🍍: 所以写了没？ #5116 Fri 2026-05-22 18:13 GMT+8 🍍: 系统并不平稳吧 #5117 Fri 2026-05-22 18:13 GMT+8 🍍: 你都不回我消息 #5122 Fri 2026-05-
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:42-42
- recalls: 0
- status: staged
- Candidate: Assistant: 在的谷老板！刚看到消息 🙏 之前几条确实我没能及时响应，是我的问题，抱歉。 现在切到 deepseek-v4-flash 了，有什么要处理的吗？
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:43-43
- recalls: 0
- status: staged
- Candidate: User: 你有git mqsrv这个repo 的信息吗？
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:45-45
- recalls: 0
- status: staged
- Candidate: Assistant: Silent heartbeat complete. No active tasks, no P0 risks. State file updated.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:49-49
- recalls: 0
- status: staged
- Candidate: Assistant: Let me read the necessary files to perform the heartbeat check.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:50-50
- recalls: 0
- status: staged
- Candidate: Assistant: All tasks are done or cancelled — no active tasks (todo/doing/waiting/blocked/snoozed). Zero P0/P1 risks. Updating state file silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:51-51
- recalls: 0
- status: staged
- Candidate: Assistant: 所有任务均已 done 或 cancelled，没有活跃任务（todo/doing/waiting/blocked/snoozed）。P0 风险为空。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:54-54
- recalls: 0
- status: staged
- Candidate: Assistant: 目前所有活跃任务均为 done/cancelled 状态，无活跃任务。无声更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:57-57
- recalls: 0
- status: staged
- Candidate: Assistant: Let me run the heartbeat check silently.
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:59-59
- recalls: 0
- status: staged
- Candidate: Assistant: 检查完毕。所有任务均处于 done/cancelled/snoozed 状态，没有活跃任务，没有 P0 风险。 更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:60-60
- recalls: 0
- status: staged
- Candidate: Assistant: TODO.md 全部活跃任务是 done 或 cancelled，活跃任务数为 0。更新状态文件。
- confidence: 0.58
- evidence: memory/.dreams/session-corpus/2026-05-24.txt:62-62
- recalls: 0
- status: staged
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