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val-blog/memory/dreaming/light/2026-05-25.md
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  • 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(5/2210:00 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 weather08:00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_searchread 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 3001tsx watch src/index.ts - 生产: gch3n.online 服务器,端口 3002Caddy 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 donecancelled - 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