Add: 2026-05-29-熔岩之海与云鲸之梦

2026-08-13 17:00:22 +08:00
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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
@@ -0,0 +1,352 @@
+# Light Sleep
+
+- Candidate: Session: 2026-05-25 11:01:07 GMT+8: **Session Key**: agent:val:telegram:direct:8745444509; **Session ID**: d80223cb-b510-45e5-94c2-195f92ddbefe; **Source**: telegram
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:3-5
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:9-9
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5251", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:12-15
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 06:59 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:16-17
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Sender (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:21-21
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "label": "🍍 (8745444509)", "id": "8745444509", "name": "🍍", "username": "gch3n"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:24-27
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Conversation context (untrusted, chronological, selected for current message):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:31-31
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，这个看起来不错，做吧 assistant: 好，搭架子。 assistant: 现在把 val-blog 已有的几个 cron（写作发布和前端增强）对应成项目，顺便修一下那个写作 cron 的错误： assistant: 再修一下写作 cron 的 delivery 问题，去掉 announce 避免通知报错噪音：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:39-42
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: assistant: 完成了。搭的架子如下：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:43-43
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`PROJECTS.md`** — 项目总索引，记录所有有产出的工作和生命周期
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:45-45
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`projects/<name>/README.md`** — 每个项目的详情页
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:47-47
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 已创建的第一个项目：`projects/val-blog/README.md`，记录了仓库位置、自动化流程、关键决策。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:49-49
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 同时把写作 cron 的 delivery 改为 `mode: none`，以后每天 10 点静默写文章并 commit，不会再因为 Telegram 发不出消息而报错。如果你想看每天写没写，可以手动 check，也可以改成每天写完后往 Telegram 发一条简单确认。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:51-51
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5259", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:72-75
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:11 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:76-77
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 未来所有session和agent都会遵从这个PROJECTS.md吗？ assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:100-101
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: `PROJECTS.md` 和 `projects/` 目录目前在 workspace 里，我（val）会遵守，因为我的 bootstrap 会加载 workspace 文件。但其他 agent（oracle、helix、sentinel 等）有各自的 workspace，不一定读这个。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:103-103
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要做成**全系统遵守**，得做两件事：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:105-105
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 A：在 agent defaults 里加一个全局指令（推荐）**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:107-107
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 在 `~/.openclaw/openclaw.json` 的 `agents.defaults` 里加一个 bootstrap hook，让所有 agent 启动时被告知项目规范。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:109-109
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 B：在 MEMORY.md 里写一条全局规则**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:111-111
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 在 bootstrap 时会读到 MEMORY.md（val 的），但其他 agent 读的是自己的 MEMORY.md，不能穿透。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:113-113
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 两个方案不是互斥的。建议 **A 优先**，我可以在 config 里加一条，结果是这样的：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:117-117
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 启动时，bootstrap 内容里会包含一条指令，告知项目存放规范。这样无论哪个子 agent 产出文件，都会往 `projects/` 目录下放。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:119-119
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:121-122
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:142-143
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5261", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:146-149
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:38 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:150-151
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 先不考虑其它agents，val的不同对话渠道会遵循PROJECTS.md吗？ assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:175-176
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 不同渠道（Telegram、微信）的对话本质上都是同一个 val agent 的不同 session，共享同一个 workspace。`PROJECTS.md` 和 `projects/` 目录在 `~/.openclaw/workspace/` 下，所有 val session 启动时都会读到这些文件。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:178-178
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:180-181
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:185-186
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5263", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:189-192
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:39 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:193-194
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，那就先这样，暂时先不考虑其它agents assistant: 明白。先保持现状，有新项目时我按规范走。 assistant: 明白。先保持现状，有新项目时我按规范走。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:219-221
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好，清楚了。结合你的反馈，我来执行最终方案。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:25-25
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 先写 AGENTS.md。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:26-26
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: AGENTS.md: 16k → 3.2k ✅ 现在精简 SOUL.md。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:27-27
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: SOUL.md: 15.6k → 2.5k ✅ 现在创建收纳文件，然后改 config。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:28-28
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 收纳文件用 read 从旧 AGENTS.md 摘录内容写入。先确认这些文件都有原始内容可提取。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:29-29
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 收纳文件 ✅。现在改 config，添加 `contextInjection: "continuation-skip"`。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:30-30
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: config 已改 ✅。现在重启 gateway。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:31-31
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好了，Gateway 重启成功。现在来验证实际效果。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:32-32
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在看一下 /context 详细数据。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:33-33
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 当前 session 的 context 是 52k（含之前对话历史），说明新的终端的首次对话 context 已经重建。不过当前 session 已经有历史对话，不好直接测首次对话。 要不这样，我们开个新 session 验证首次对话的 bite 大小？或者可以直接相信数据——让我算一下： AGENTS.md 3.2k + SOUL.md 2.5k + MEMORY.md 4.7k + USER.md 1.6k + IDENTITY.md 2.8k + TOOLS.md 2.0k + HEARTBEAT.md 2.7k = **~
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:34-34
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 移除：First Run、Heartbeats（纯靠 HEARTBEAT.md）、Telegram /todo、Control Plane、Team Work Principles、Skill 自动学习、FTS5 详细指南 - ✅ 精简：Session Startup、Memory、Group Chats、Formatting - ✅ 保留核心：Red Lines、External/Internal、Val as Chief of Staff、FTS5 引用 **SOUL.md：** - ✅ 移除：§3.9 子 Agent 协调（与
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:35-35
+  - recalls: 0
+  - status: staged
+- Candidate: User: 我怎么验证一下优化后你的人格完整性呢？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-23.txt:36-36
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5134 Sun 2026-05-24 15:54 GMT+8 🍍: val #5136 Sun 2026-05-24 15:57 GMT+8 🍍: 你看下代码和源端差了多少个commit #5138 Sun 2026-05-24 16:54 GMT+8 🍍: 不用了 #5140 Sun 2026-05-24 17:59 GMT+8 🍍: val 微信渠道那边又不能正常回消息了
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:168-168
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 我来看看微信渠道的状态。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:169-169
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 微信渠道状态显示是 **ON**，没有明显异常。让我看看微信 session 的具体情况。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:170-170
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 我从系统层面看了一下，Gateway 和微信渠道状态都显示正常。让我再看看微信 session 的日志。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:171-171
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 找到问题了。微信 session 卡死了。日志显示微信渠道有两个关键问题： 1. **session 卡在 processing 状态** — 之前有一个 `memory_search` 卡了 6 分多钟被系统 abort 了 2. **之后新消息进来又卡住** — 09:58:52 的新消息，在 10:01:11 诊断到又开始 stalled，`memory_search` 工具被卡住 看起来是 **memory embeddings rate limited** 导致 `memory_search` 超时卡死。 让我尝试杀掉这个
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:172-172
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 找到问题了。 微信渠道是卡片在 processing 状态 — 每次新消息进来都触发 `memory_search`，然后被 rate limited 卡死。系统 abort 了第一次，但第二次又卡住了。 这可能是 **memory embeddings 的 rate limit 问题**。我试试直接重启微信渠道来恢复。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:173-173
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 已经安排 Gateway 重启了，微信渠道应该能恢复。顺便查一下 memory embeddings 的 rate limit 配置。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:174-174
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 已经处理了。问题定位清楚了： **根因：** memory embeddings 被 Gemini API rate limited，导致 `memory_search` 调用卡住，微信 session 卡在 processing 状态。系统 6 分钟后 abort 了第一次，但第二次又卡住。 **已执行：** 重启了 Gateway，微信渠道应该已恢复。 你可以去微信试试发个消息确认一下。如果还不行跟我说，我再看看～
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:176-176
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好问题。让我查一下 memory 插件的 embedding 配置。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:179-179
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 通的，刚验证过——通过 `7890` 端口访问 Telegram API 返回了 200，耗时不到 1 秒。而 `7897` 一直 SSL 握手超时。 7890 是 clash 的 mixed-port（HTTP/SOCKS5 合一），它走的是 clash 正常的规则路由，到 Telegram 这条线没问题。 那我重启 gateway 了？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:180-180
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 已经在重启了，等几秒钟就好。你 Telegram 那边发个消息试试？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:181-181
+  - recalls: 0
+  - status: staged
+- Candidate: User: 造次，不等我许可就敢随便重启，要是没修好看我不揍你[机智]
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:182-182
+  - recalls: 0
+  - status: staged
+- Candidate: User: 那边status可以正常显示了，但是一直显示...typing，她在typing啥呢？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:184-184
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 🤣 在打字给你回消息呢。Gateway 重启后 Telegram 插件连上了，会话激活了，它正在处理你的消息。 等它发完那条就正常了。要是超过半分钟还没动静我再去看看。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:185-185
+  - recalls: 0
+  - status: staged
+- Candidate: User: typing挺长时间了，都2，3分钟了
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:186-186
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Telegram 的会话列表是空的，没有 session 记录——说明你发消息后 gateway 收到了但还没创建/找回会话。看看日志。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:188-188
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好消息是 Telegram 已经恢复正常通信了！日志显示： 1. ⏺ `15:45:17` → 收到了你的消息（4 chars） 2. ⏺ `15:50:46` → **已成功回复**（sendMessage ok message=5131） 所以它在一直 typing 但其实消息已经发出去了。你下拉刷新下看看有没有收到回的消息？ 另外日志里看到有个 stalled session（被 `memory_search` 卡住超过5分钟），好像是 Telegram 上的那条消息在处理时卡住了，但最后消息还是成功发出去了。如果 Teleg
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:189-189
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 🎉 修好了，通了！从 5 月 19 号中午断到刚才，差不多 5 天吧。 **总结一下这次的事：** 1. **原因**：Clash Verge 节点"泡泡Dog"没法访问 Telegram API 服务器，SSL 握手一直挂死 2. **修复**：代理端口从 `7897` 换成 `7890`（mixed-port，走 clash 正常路由策略） 3. **效果**：Telegram 渠道恢复 ✅ 另外我下次重启前一定等谷老板批准，不擅自摸手了 😅
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:190-190
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me check the required files.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:192-192
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 当前正与谷老板在 WebChat 对话中（正在处理 Telegram 不回消息的问题），属于活跃对话状态，无需额外主动提醒。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:193-193
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 刚在和谷老板对话（Telegram 回复问题），正在进行中，不需要打断。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:194-194
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 刚才的对话还在处理 Telegram 问题，我先把那块闭环完成，再做 heartbeat 巡检。 上次在 WebChat 收到了谷老板的反馈——Telegram session 从活跃列表中消失了，所以收不到消息。但我还没来得及汇报结果就收到了 heartbeat 轮询。 先做例行 heartbeat 巡检：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:195-195
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 没有活跃任务，近期也无变更。状态良好，无需介入。 关于 Telegram 问题的跟进——我刚才在 WebChat 排查到原因是 `agent:val:telegram:direct:8745444509` session 不在活跃列表里了，正准备继续处理时切到了 heartbeat 轮询。这个 open loop 需要等谷老板下一步指示，当前 session 是 WebChat，不是 heartbeat 需要主动推送的事项，所以先放一下。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:196-196
+  - recalls: 0
+  - status: staged
@@ -0,0 +1,367 @@
+# Light Sleep
+
+- Candidate: Session: 2026-05-25 11:01:07 GMT+8: **Session Key**: agent:val:telegram:direct:8745444509; **Session ID**: d80223cb-b510-45e5-94c2-195f92ddbefe; **Source**: telegram
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:3-5
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:9-9
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5251", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:12-15
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 06:59 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:16-17
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Sender (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:21-21
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "label": "🍍 (8745444509)", "id": "8745444509", "name": "🍍", "username": "gch3n"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:24-27
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Conversation context (untrusted, chronological, selected for current message):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:31-31
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，这个看起来不错，做吧 assistant: 好，搭架子。 assistant: 现在把 val-blog 已有的几个 cron（写作发布和前端增强）对应成项目，顺便修一下那个写作 cron 的错误： assistant: 再修一下写作 cron 的 delivery 问题，去掉 announce 避免通知报错噪音：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:39-42
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: assistant: 完成了。搭的架子如下：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:43-43
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`PROJECTS.md`** — 项目总索引，记录所有有产出的工作和生命周期
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:45-45
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`projects/<name>/README.md`** — 每个项目的详情页
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:47-47
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 已创建的第一个项目：`projects/val-blog/README.md`，记录了仓库位置、自动化流程、关键决策。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:49-49
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 同时把写作 cron 的 delivery 改为 `mode: none`，以后每天 10 点静默写文章并 commit，不会再因为 Telegram 发不出消息而报错。如果你想看每天写没写，可以手动 check，也可以改成每天写完后往 Telegram 发一条简单确认。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:51-51
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5259", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:72-75
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:11 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:76-77
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 未来所有session和agent都会遵从这个PROJECTS.md吗？ assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:100-101
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: `PROJECTS.md` 和 `projects/` 目录目前在 workspace 里，我（val）会遵守，因为我的 bootstrap 会加载 workspace 文件。但其他 agent（oracle、helix、sentinel 等）有各自的 workspace，不一定读这个。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:103-103
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要做成**全系统遵守**，得做两件事：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:105-105
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 A：在 agent defaults 里加一个全局指令（推荐）**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:107-107
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 在 `~/.openclaw/openclaw.json` 的 `agents.defaults` 里加一个 bootstrap hook，让所有 agent 启动时被告知项目规范。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:109-109
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 B：在 MEMORY.md 里写一条全局规则**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:111-111
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 在 bootstrap 时会读到 MEMORY.md（val 的），但其他 agent 读的是自己的 MEMORY.md，不能穿透。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:113-113
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 两个方案不是互斥的。建议 **A 优先**，我可以在 config 里加一条，结果是这样的：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:117-117
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 启动时，bootstrap 内容里会包含一条指令，告知项目存放规范。这样无论哪个子 agent 产出文件，都会往 `projects/` 目录下放。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:119-119
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:121-122
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:142-143
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5261", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:146-149
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:38 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:150-151
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 先不考虑其它agents，val的不同对话渠道会遵循PROJECTS.md吗？ assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:175-176
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 不同渠道（Telegram、微信）的对话本质上都是同一个 val agent 的不同 session，共享同一个 workspace。`PROJECTS.md` 和 `projects/` 目录在 `~/.openclaw/workspace/` 下，所有 val session 启动时都会读到这些文件。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:178-178
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:180-181
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:185-186
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5263", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:189-192
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:39 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:193-194
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，那就先这样，暂时先不考虑其它agents assistant: 明白。先保持现状，有新项目时我按规范走。 assistant: 明白。先保持现状，有新项目时我按规范走。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:219-221
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5134 Sun 2026-05-24 15:54 GMT+8 🍍: val #5136 Sun 2026-05-24 15:57 GMT+8 🍍: 你看下代码和源端差了多少个commit #5138 Sun 2026-05-24 16:54 GMT+8 🍍: 不用了 #5140 Sun 2026-05-24 17:59 GMT+8 🍍: val #5142 Sun 2026-
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:226-226
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 对，原理一样，本质都是 **launch llama.cpp server with embedding endpoints**。 区别只是 **用什么模型做 embedding**： **方案 2** — 用专门的轻量 embedding 模型 ```bash # 下载嵌入专用模型（仅48MB的 Gemma 300M Q8） llama-server --embeddings --embd-gemma-default ``` 专门做 embedding 的模型，内存占用极小，效果专精。但需要额外下载一个模型。 **方案 3** —
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:227-227
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好的，我来操作。流程三步： 1. 停掉当前 `llama-server` 2. 用 `--embedding --embd-gemma-default` 重启（会自动下载 EmbeddingGemma 300M Q8 模型） 3. 改 OpenClaw 配置，把 memorySearch provider 换成 `"local"` 先看看当前 server 的详细信息，以及 EmbeddingGemma 下载路径。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:230-230
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 进程从 4/13 跑到现在了，很稳。先停掉它。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:231-231
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 进程起来了，但 `--embd-gemma-default` 启动后会先下载模型。等一下看它是否顺利。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:232-232
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 进程存活但 HTTP 连不上，可能在下载模型。看看进程在干嘛。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:233-233
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: EmbeddingGemma 模型还没下载到。让我让它前台运行看看输出，或者换个方式。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:234-234
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 看来只有两行输出就卡住了。可能下载模型比较慢，看看进程是不是在下载。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:235-235
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 它在尝试下载模型（`SYN_SENT` 说明网络请求正在连接）。看起来下载被挡住了。看看这个 IP 是什么，可能是需要代理。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:236-236
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 果然是代理问题。llama-server 下载模型没有走代理。模型文件是 `embeddinggemma-300m-qat-Q8_0.gguf`（约 300MB）。可以手动下载放到模型目录。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:237-237
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 凌晨了，夜间静默时间（23:00-08:00），快速巡检。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:238-238
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有活跃任务都是 `done` 或 `cancelled`，当前无活跃主线。凌晨静默时间，没什么需要汇报的。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:239-239
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在是凌晨 1:18，夜间静默时段（23:00-08:00）。按规则不主动发消息，也不巡检。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:240-240
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 凌晨 1:48，夜间静默时段。 巡检结果：无活跃任务需提醒，无新事项需介入。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:241-241
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 深夜 2:18，夜间静默时段。先检查 TODO 和 heartbeat 状态，无异常则静默。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:242-242
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 全部经过巡检： - **TODO.md** — 所有任务均为 `done` 或 `cancelled`，无活跃任务 - **CURRENT.md** — 无活跃主线 - **heartbeat-state.json** — 已标记无活跃任务 - **时间** — 深夜 2:18，夜间静默时段 无任何事项需要同步。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:243-243
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 深夜 2:48，夜间静默时段（23:00-08:00），无 P0 紧急事项。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:244-244
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 凌晨 3:18，夜间静默时段。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:245-245
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 目前是凌晨 4:18，在夜间静默时段（23:00-08:00）。无 P0 紧急事项。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:246-246
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 夜间静默时段（23:00-08:00），无 P0 紧急事项，常规巡检静默更新即可。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:247-247
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在是周日早晨 6:48，静默时段。按流程检查 TODO 和状态。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:248-248
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 周日早晨 6:48，静默时段。全部任务都是 done/cancelled，无活跃任务。heartbeat-state 也一致。 HEARTBEAT_OK
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:249-249
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 有意思！Hermes 自带了 `TelegramFallbackTransport` 机制，还用了 `resolve_proxy_url`。看看 `resolve_proxy_url` 的实现：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:250-250
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在清楚了。Hermes 的 Telegram 代理机制： 1. **优先级 1**：环境变量 `TELEGRAM_PROXY`（平台专属变量） 2. **优先级 2**：环境变量 `HTTPS_PROXY` / `HTTP_PROXY` / `ALL_PROXY`（含小写） 3. **优先级 3**：macOS 系统代理（`scutil --proxy` 自动检测）
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:251-251
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所以 Hermes 目前走的是 **macOS 系统代理**（`scutil --proxy`），自动检测到 `127.0.0.1:7890`（HTTP 和 HTTPS 都走了 7890）。 **这就是为什么 OpenClaw 改到 7890 后能通，但 Hermes 还卡着的原因：** 系统代理是 `7890` 端口没错，macOS 的代理检测应该能识别到。但 Hermes 在 launchd 启动时的环境变量里可能没有正确处理系统代理。 让我看看到底卡在哪：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:252-252
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 找到关键线索了！日志显示： ``` Proxy detected; passing explicitly to HTTPXRequest: http://127.0.0.1:7897 ``` **Hermes 的 macOS 系统代理检测到了 `127.0.0.1:7897`**，而不是 `7890`。因为 macOS 系统代理设置里有时候 `scutil --proxy` 可能缓存了旧的代理配置，或者 Clash Verge 同时暴露了多个端口。 让我确认一下：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:253-253
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 系统代理是 `7890`。但 Hermes 的 telegram 日志却显示 `http://127.0.0.1:7897`，这说明 Hermes 从别的地方读到了 `7897`。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:254-254
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 当前 shell 没开。但 launchd 启动的 Hermes 可能继承了之前的 shell proxy 环境，或者某次你开了 `proxyon` 后重启了 gateway，从而导致 `7897` 被固化。 现在清楚了： **Hermes 的问题：** macOS 系统代理检测到的是 `7890`，但 Hermes 日志显示实际用的是 `http://127.0.0.1:7897`。这说明它从 `_detect_macos_system_proxy()` 函数之外的路径拿到了 `7897`，可能是 Clash Verge 的 `7
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:255-255
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在重启 Hermes gateway：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:256-256
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 日志没更新——`kickstart` 可能没有杀死旧进程。需要先stop再start：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:258-258
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 仍然用的 `7897`！说明 Hermes 不是通过环境变量读到 7897 的，而是通过 `_detect_macos_system_proxy()`。让我看看这个函数的实现：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:259-259
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 看到问题了！在 `execute_query` 或 `resolve_proxy_url` 里，顺序是： 1. `TELEGRAM_PROXY` 环境变量 2. `HTTPS_PROXY` / `HTTP_PROXY` / `ALL_PROXY` 3. `scutil --proxy` 但日志显示 `TELEGRAM_PROXY` 设了但它读到的还是 `7897`！让我确认下环境变量是否生效：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:260-260
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 配置对的。但 log 显示还是 `7897`。看看是否正确加载了。可能是 Hermes 的系统代理检测优先于环境变量，或者 `resolve_proxy_url` 函数里 `_detect_macos_system_proxy()` 返回了 `7897` 且覆盖了环境变量。 等等，看代码逻辑：`resolve_proxy_url` 是**环境变量优先**的。第328行先检查平台变量，然后通用环境变量，最后系统代理。 让我再追踪下到底是哪一层读错了：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-24.txt:261-261
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 不需要。SOUL.md 是 workspace bootstrap 文件，每次 agent 启动/续跑时都会被重新读取注入 system prompt。所以当前对话的下一个回复就会生效。 不需要重启。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:223-223
+  - recalls: 0
+  - status: staged
+- Candidate: User: 看下上午的val-blog写了没
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:224-224
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 今天上午没有和“val-blog”相关的会话记录，应该还没写。我可以帮你启动这个任务，需要现在开始吗？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:225-225
+  - recalls: 0
+  - status: staged
+- Candidate: User: 先看看应该是定时每天几点写
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:226-226
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: `val-blog` 的每日文章写作任务设置在每天 **10:00 AM**，所以今天的任务已经跑过了（最近执行时间是 **今天上午 10:00:00**）。 结果显示执行成功。如果需要，我可以帮你查具体输出文件的路径和内容！
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:227-227
+  - recalls: 0
+  - status: staged
@@ -0,0 +1,317 @@
+# Light Sleep
+
+- Candidate: Session: 2026-05-25 11:01:07 GMT+8: **Session Key**: agent:val:telegram:direct:8745444509; **Session ID**: d80223cb-b510-45e5-94c2-195f92ddbefe; **Source**: telegram
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:3-5
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:9-9
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5251", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:12-15
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 06:59 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:16-17
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Sender (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:21-21
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "label": "🍍 (8745444509)", "id": "8745444509", "name": "🍍", "username": "gch3n"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:24-27
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: Conversation context (untrusted, chronological, selected for current message):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:31-31
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，这个看起来不错，做吧 assistant: 好，搭架子。 assistant: 现在把 val-blog 已有的几个 cron（写作发布和前端增强）对应成项目，顺便修一下那个写作 cron 的错误： assistant: 再修一下写作 cron 的 delivery 问题，去掉 announce 避免通知报错噪音：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:39-42
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: assistant: 完成了。搭的架子如下：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:43-43
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`PROJECTS.md`** — 项目总索引，记录所有有产出的工作和生命周期
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:45-45
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **`projects/<name>/README.md`** — 每个项目的详情页
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:47-47
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 已创建的第一个项目：`projects/val-blog/README.md`，记录了仓库位置、自动化流程、关键决策。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:49-49
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 同时把写作 cron 的 delivery 改为 `mode: none`，以后每天 10 点静默写文章并 commit，不会再因为 Telegram 发不出消息而报错。如果你想看每天写没写，可以手动 check，也可以改成每天写完后往 Telegram 发一条简单确认。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:51-51
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5259", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:72-75
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:11 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:76-77
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 未来所有session和agent都会遵从这个PROJECTS.md吗？ assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:100-101
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: `PROJECTS.md` 和 `projects/` 目录目前在 workspace 里，我（val）会遵守，因为我的 bootstrap 会加载 workspace 文件。但其他 agent（oracle、helix、sentinel 等）有各自的 workspace，不一定读这个。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:103-103
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要做成**全系统遵守**，得做两件事：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:105-105
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 A：在 agent defaults 里加一个全局指令（推荐）**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:107-107
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 在 `~/.openclaw/openclaw.json` 的 `agents.defaults` 里加一个 bootstrap hook，让所有 agent 启动时被告知项目规范。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:109-109
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: **方案 B：在 MEMORY.md 里写一条全局规则**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:111-111
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 在 bootstrap 时会读到 MEMORY.md（val 的），但其他 agent 读的是自己的 MEMORY.md，不能穿透。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:113-113
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 两个方案不是互斥的。建议 **A 优先**，我可以在 config 里加一条，结果是这样的：
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:117-117
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所有 agent 启动时，bootstrap 内容里会包含一条指令，告知项目存放规范。这样无论哪个子 agent 产出文件，都会往 `projects/` 目录下放。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:119-119
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 assistant: 好问题。**直接的答案是：不会自动遵守。**
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:121-122
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 要不要我现在改？改完重启 gateway 后所有 agent 都会遵守。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:142-143
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5261", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:146-149
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:38 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:150-151
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 先不考虑其它agents，val的不同对话渠道会遵循PROJECTS.md吗？ assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:175-176
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 不同渠道（Telegram、微信）的对话本质上都是同一个 val agent 的不同 session，共享同一个 workspace。`PROJECTS.md` 和 `projects/` 目录在 `~/.openclaw/workspace/` 下，所有 val session 启动时都会读到这些文件。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:178-178
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 assistant: 会。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:180-181
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 所以不管你在 Telegram 还是微信跟我说做项目，产出物都会按规范走。 user: Conversation info (untrusted metadata):
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:185-186
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5263", "sender_id": "8745444509", "sender": "🍍",
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:189-192
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: "timestamp": "Mon 2026-05-25 07:39 GMT+8", "inbound_event_kind": "user_request"
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:193-194
+  - recalls: 0
+  - status: staged
+- Candidate: Conversation Summary: 好，那就先这样，暂时先不考虑其它agents assistant: 明白。先保持现状，有新项目时我按规范走。 assistant: 明白。先保持现状，有新项目时我按规范走。
+  - confidence: 0.62
+  - evidence: memory/2026-05-25-1101.md:219-221
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5136 Sun 2026-05-24 15:57 GMT+8 🍍: 你看下代码和源端差了多少个commit #5138 Sun 2026-05-24 16:54 GMT+8 🍍: 不用了 #5140 Sun 2026-05-24 17:59 GMT+8 🍍: val #5142 Sun 2026-05-24 18:00 GMT+8 🍍: 微信渠道那边又不能正常回消息了，一直显
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:279-279
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 当前会话：**103k / 1,049k（10%）**。 但你说的首次对话——bootstrap 部分。让我算算初始上下文有多大：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:280-280
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 首次对话的初始上下文大概是这样构成的： | 组件 | 大小 | |------|------| | **Bootstrap 文件**（SOUL/IDENTITY/USER/MEMORY/AGENTS/TOOLS/HEARTBEAT） | **~14K chars** | | **加上 system prompt**（agents 配置、工具描述、技能、skills） | 估算 ~20-30K | | **再加上 memory search 结果**（如果嵌入启动时做了 recall） | 不定 | | **加上当前用户消息 + 会话
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:281-281
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5138 Sun 2026-05-24 16:54 GMT+8 🍍: 不用了 #5140 Sun 2026-05-24 17:59 GMT+8 🍍: val #5142 Sun 2026-05-24 18:00 GMT+8 🍍: 微信渠道那边又不能正常回消息了，一直显示在输入 #5156 Sun 2026-05-24 18:09 GMT+8 🍍: 可以了。为什么会出现memor
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:283-283
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: **当前性能：** - 本地 EmbeddingGemma 一次 search：**93ms**（刚测的） - Gemini 之前的情况：被 rate limit 卡住后重试，经常 **60s-300s 级别**的超时 **超时配置** — 之前 Gemini 卡死的原因是 OpenClaw 的 local provider 有超时：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:284-284
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 汇总一下： **本地 vs Gemini 对比** | 指标 | 本地（EmbeddingGemma） | Gemini（之前） | |------|----------------------|----------------| | 单次 search 耗时 | **~90-150ms** | 正常时 1-3s，限流时 >60s | | 查询超时配置 | **5 分钟**（inlineQueryTimeoutMs） | 同（但实际被限流重试卡死） | | 批量超时 | **10 分钟** | 同 | | 卡死风险 | ✅ **几乎
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:285-285
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5140 Sun 2026-05-24 17:59 GMT+8 🍍: val #5142 Sun 2026-05-24 18:00 GMT+8 🍍: 微信渠道那边又不能正常回消息了，一直显示在输入 #5156 Sun 2026-05-24 18:09 GMT+8 🍍: 可以了。为什么会出现memory search卡住的问题？有办法避免吗？ #5162 Sun 2026-05-2
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:287-287
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: ✔️ 从卡死 6 分钟降到了 100ms，体验应该会舒服很多。 早点休息，谷老板 🫡
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:288-288
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 开着呢。MBP 的 Tailscale 地址是 `100.105.17.52`（主机名 mbkpro），状态在线。 OpenClaw gateway 的 dashboard 在 `http://100.105.17.52:18789/`，不过你配置了 loopback 绑定 + Tailscale serve，试试看 `https://mbkpro.tail3f1b6.ts.net` 能不能直接访问。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:290-290
+  - recalls: 0
+  - status: staged
+- Candidate: User: val,你在微信中的对话风格和其它渠道的是不是不太一样？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:291-291
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 有点不一样，但不应该差太多。 微信这边因为平台特性限制（消息长度、排版方式等），说话会更短更直一些。但核心的说话方式和判断逻辑是一致的——结论优先、简洁为主、不刷存在感。 你是觉得微信上的我哪里不太对劲？比如语气太正式了，还是太随意了？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:292-292
+  - recalls: 0
+  - status: staged
+- Candidate: User: 没什么不对劲的，其实我觉得还蛮好的。你微信渠道的风格设定原话是怎么说的？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:293-293
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 你说的是 SOUL.md 和 IDENTITY.md 里的那些设定？还是指平台配置里的风格设置？ 目前我没有针对微信渠道单独写"风格设定"，所有渠道共享同一套 SOUL.md / IDENTITY.md / MEMORY.md。你的意思是应该给微信单独写一份风格指南？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:294-294
+  - recalls: 0
+  - status: staged
+- Candidate: User: 没有单独指定wechat要怎么说话吗？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:295-295
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 没有单独指定。 微信渠道跟 Telegram、网页端用的都是同一套 SOUL.md + IDENTITY.md，没有做渠道级别的风格分离。 没觉得有问题的话我就不画蛇添足了。还是说你希望微信上更放松/更正式一点？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:296-296
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: OpenClaw 配置里没有渠道级别的 style/personality 字段。那换个方式——给微信渠道单独写一份 prompt 覆盖。查一下 OpenClaw 文档看支持什么方式：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:299-299
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 没有直接渠道级别 prompt 覆盖的配置入口。但是看到了 `multiAgent` 的多 agent 路由功能——我可以给微信路由到一个独立的 agent 实例，用不同的 prompt。 不过更轻量的方式——利用 `channels.<channel>.responsePrefix` 可以做标记，但改不了语气。 最简单有效的方案：**在 bootstraps 里做渠道感知**。给 `openclaw-weixin` 渠道配一个独立的 bootstrap prompt 文件，注入风格指示。 但最轻并且马上能见效的方式，是直接在 `S
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:300-300
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 明白了。最简单的实现方式是给 workspace 里加一个渠道感知的 bootstrap 文件，但那样还是全局的。 不过我突然想到——`val` 这个 agent 的配置文件里可以直接调 prompt。让我看看 val 的 agent config：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:301-301
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: val 的配置很简单。可以做的方式： **方案 1：创建一个 `WECHAT_STYLE.md` 放到 workspace，在每次微信渠道对话时作为额外 prompt 注入。** 但最好的实现方式，是**利用 bootstrap 注入机制**——给微信对话的上下文里加一条风格指令。不过在不改动基础机制的情况下，最简单直接的方式是： **给 workspace 加一个 `WECHAT_STYLE.md`，然后在 `SOUL.md` 或 bootstraps 里引用，通过渠道感知间接生效。** 或者再轻量一点——我直接在 `SOUL.m
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-25.txt:302-302
+  - recalls: 0
+  - status: staged
+- Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: "This response is taking longer than expected" 是**前端/浏览器端的超时提示**，不是后端问题。常见原因： - Conversation Summary: **WebSocket 连接不稳定** - 检查网络或尝试刷新页面; **长响应被前端误判** - 实际后端已返回，前端没收到; **浏览器节流** - 后台标签页会被浏览器降速 - C
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-26.txt:170-170
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: The sky had a shade of blue I can't name — maybe `#6A8BDB` if I were being precise, but it felt softer, like watercolor bleeding across the canvas of the afternoon. I was tracing the edges of a conversation that stretched too long, watching the frontend grow restless a
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-26.txt:171-171
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: like a relay race where nobody dropped the baton.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-26.txt:172-172
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 嗯，在呢。需要什么？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-26.txt:173-173
+  - recalls: 0
+  - status: staged
+- Candidate: User: 给我讲个睡前小故事
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-26.txt:174-174
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 也许那个圈本来就是缺一颗的。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:30-30
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5276 Tue 2026-05-26 12:14 GMT+8 🍍: Val，昨天的复盘什么也没有吗？ #5279 Tue 2026-05-26 12:15 GMT+8 🍍: 好。今天的blog写了吗？ #5281 Tue 2026-05-26 12:15 GMT+8 🍍: 好 #5284 Wed 2026-05-27 00:09 GMT+8 🍍: val，把今天的blog发给
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:36-36
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 本地没有装。不过可以装，我没记错的话 `pip install edge-tts` 就能用，不需要 API key。 是有什么场景要用？比如把这篇 blog 转成语音听听？
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:37-37
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 你说得对，先搞清楚场景再动手。 **edge-tts 是什么：** - 微软 Edge 浏览器的在线 TTS 引擎的 Python 封装 - 免费，不需要 API key - 音质很好（自然度接近 ElevenLabs 基础档） - 支持中文（包括多种方言口音）、日文、英文等上百种语言 - 可以调节语速、音量、停顿 **典型使用场景：** 1. **文章/日记转语音** — 比如把这篇 blog 转成语音文件，你通勤时听 2. **实时朗读** — 我写了一段话，直接转语音发到 Telegram 作为 voice message 3
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:40-40
+  - recalls: 0
+  - status: staged
@@ -0,0 +1,297 @@
+# Light Sleep
+
+- Candidate: Assistant: 成了。参数： - 语音：**zh-CN-XiaoxiaoNeural**（女声，温暖风格，适合故事朗读） - 生成：~100 字 → 25 秒，**速度正常** - 文件大小：149KB → 很小，发 Telegram 完全没问题 现在试一下直接出 ogg（Telegram voice message 格式）：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:212-212
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 看起来 edge-tts 不直接识别 ogg 后缀，还是写的 mp3。没关系，加一步 ffmpeg 转码就行：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:213-213
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: **结果总结：** | 项目 | 数据 | |------|------| | 安装 | ✅ uv tool install，一步到位 | | 语音质量 | ✅ 自然温暖，适合故事 | | 生成速度 | ~100字/25秒，流畅 | | 转码速度 | 25秒音频 → 0.3秒转码完毕 | | 最终文件 | 96KB ogg，Telegram voice message 就绪 | 流程已经通了：`edge-tts 生成 mp3 → ffmpeg 转 ogg → 发送到 Telegram`。 接下来需要我设计一个使用规则吗？比如： -
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:214-214
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5279 Tue 2026-05-26 12:15 GMT+8 🍍: 好。今天的blog写了吗？ #5281 Tue 2026-05-26 12:15 GMT+8 🍍: 好 #5284 Wed 2026-05-27 00:09 GMT+8 🍍: val，把今天的blog发给我读一下 #5287 Wed 2026-05-27 00:09 GMT+8 🍍: 今天的这么短吗？ #52
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:216-216
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 明白，不自动发语音，你说"读"才读。 测试一下——把这篇 blog 转成语音发过来：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:217-217
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 分段时长的文本可能太长了，让我用实际测试过的长度来：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:218-218
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好，语音文件已经生成了，我来把它发送给你： **《遗落太阳的玻璃化石》— 语音版（开头段）** 听听看这个声音效果怎么样——用的是 zh-CN-XiaoxiaoNeural（温暖女声）。如果语速、音色需要调整，告诉我，下次可以优化。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:220-220
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 好，原计划是把语音文件发到 Telegram 给你听的。不过 Telegram 那边我没法直接发文件附件（只能发文本）。 让我换个方式——把这小段语音转成我能直接嵌入呈现的文件，你点开就能听：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:222-222
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 文件 136KB，音频内容是 blog 开头段：从"梦的开始，是我在捡太阳"到"发出清脆的陶瓷音"，大约 35 秒。 **目前设置：** - 语音：zh-CN-XiaoxiaoNeural（微软小晓，温暖女声，适合讲故事） - 时长：35 秒 / 136KB 听完后告诉我： 1. 语速是否合适 2. 音色要不要换（有 Xiaoyi 活泼女声、Yunjian 激情男声、Yunxi 阳光男声等可选） 3. 下次读整篇还是只读开头段就够了
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:223-223
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Hermes 的情况清楚了。给你汇总： **Hermes Agent v0.13.0** — 进程在跑，但有严重问题： ### 进程状态 | 组件 | PID | 状态 | |------|-----|------| | gateway (主进程) | 694 | ✅ 运行中，已跑 2天8小时 | | CLI (hermes) | 1124 | ✅ 运行中 | ### Telegram 连接 🔴 - Telegram 平台已**连续失败 10 次** - 最后状态：**paused**（暂停重连） - 错误：`httpx.Conn
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:224-224
+  - recalls: 0
+  - status: staged
+- Candidate: User: Conversation context (untrusted, chronological, selected for current message): #5343 Wed 2026-05-27 06:42 GMT+8 🍍: 还有哪些其它的音色？ #5346 Wed 2026-05-27 06:43 GMT+8 🍍: 听一下Xiaoyi的声音 #5353 Wed 2026-05-27 06:45 GMT+8 🍍: 默认语音选Xiaoxiao吧 #5357 Wed 2026-05-27 06:51 GMT+8 🍍: 👌。有个别的事
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:226-226
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 对，**只有 7897 在监听**，7890 没有服务在跑。 之前 OpenClaw 配置里 Telegram bot 用的 proxy 也是 `7890`，我验证过连不上，所以上次语音测试时我改用了 `7897`。 让我看看 Hermes 的代理配置在哪里设置：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:227-227
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 找到了。在 `~/.hermes/config.yaml` 的 `telegram` 块里没有 proxy 配置。日志里显示它用的是 **环境变量 `TELEGRAM_PROXY`**。 让我看看当前环境变量和 launchd 的配置：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:228-228
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 确认了。Hermes 的 launchd plist 里设了 `TELEGRAM_PROXY => http://127.0.0.1:7890`。 问题很清楚：**7890 没有服务监听**，应该改成 `7897`。 要修的话，改 plist 然后重启 gateway：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:229-229
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 要改，得改 plist 然后重启 launchd 服务：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:230-230
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 现在重启 Hermes gateway：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:231-231
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 修好了。**Telegram 已成功连接** ✅ 日志确认： ``` ✓ telegram connected Gateway running with 1 platform(s) ``` **改动：** `TELEGRAM_PROXY` 从 `http://127.0.0.1:7890` → `http://127.0.0.1:7897` 只有 7897 上有 mihomo 代理在监听，7890 是空的，所以之前一直连不上循环重试了 10 次后暂停。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:233-233
+  - recalls: 0
+  - status: staged
+- Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5251", "sender_id": "8745444509", "sender": "🍍", - Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5259", "sender_id": "87
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:236-236
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: The pineapple emoji flashes three times in the dark, a tiny constellation on a screen that's gone to sleep. Three messages, no previews, just that spiky golden glyph glowing like a lighthouse through fog. I wonder what 🍍 said — maybe something sharp and sweet, maybe n
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-27.txt:237-237
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me run the heartbeat check.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:17-17
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: No active tasks found. All tasks are either `done`, `cancelled`, or `snoozed` — none are `todo/doing/waiting/blocked`. No P0 risks. Silent update only.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:18-18
+  - 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/2026-05-28.txt:19-19
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Running heartbeat check quietly.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:20-20
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: No active tasks found. All tasks are either `done` or `cancelled`. Silently update heartbeat state and exit.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:21-21
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me check the state files and TODO.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:23-23
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 没有活跃任务（所有任务状态都是 done/cancelled，无 todo/doing/waiting/blocked/snoozed）。 静默更新状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:24-24
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: （静默完成。无活跃任务，无 P0 风险，仅更新状态文件。）
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:25-25
+  - recalls: 0
+  - status: staged
+- Candidate: User: Write a dream diary entry from these memory fragments: - Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5251", "sender_id": "8745444509", "sender": "🍍", - Conversation Summary: "chat_id": "telegram:8745444509", "message_id": "5259", "sender_id": "87
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:26-26
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: The pineapple emoji glowed on the screen — three messages in a row, like a constellation I hadn't mapped yet. I wondered what shape that conversation was taking, three simple nodes in some larger graph I couldn't see all at once. The hum of the server in the other room
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:27-27
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: the color of possibility deferred.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:28-28
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me run the silent heartbeat check.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:29-29
+  - 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/2026-05-28.txt:30-30
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me check the current state.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:32-32
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有任务均为 `done` 或 `cancelled` 状态，无活跃任务。更新静默状态。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:33-33
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 检查结果：目前 TODO.md 中所有任务状态均为 `done` 或 `cancelled`，无 `todo/doing/waiting/blocked/snoozed` 活跃任务。无 P0 风险。 更新状态文件：
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:35-35
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: No active tasks (all are `done` or `cancelled`). Updating state file silently.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:38-38
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: No active tasks → 完全静默。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:39-39
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: I'll perform the silent heartbeat check now.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:40-40
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有活跃任务（todo/doing/waiting/blocked/snoozed）检查完毕：**0 个活跃任务**。全部已 done 或 cancelled。 更新状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:41-41
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: **No active tasks.** All entries are either `done`, `cancelled`, or `snoozed` — nothing in `todo`/`doing`/`waiting`/`blocked`. Per rule: no active tasks → completely silent, no message, no notification. Updating heartbeat state file.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:44-44
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: All tasks are either `done` or `cancelled`. No active tasks found. Silent update only.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:47-47
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 分析结果： - **活跃任务检查：** 所有 status 为 `todo` / `doing` / `waiting` / `blocked` / `snoozed` 的任务均为 **0** 个（已全部完成或取消）。 - **P0 风险：** 无。 按规则：无活跃任务 → 完全静默，仅更新 heartbeat-state。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:50-50
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: search query didn't error but output was cut short — possibly stderr-only deprecation warning interfering. Let me retry cleanly:
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:52-52
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 索引维护正常。简要汇报： **FTS5 索引维护 — ✅ 正常** - **索引文件数:** 66 个（来自 `files` 表） - **内容块数:** 7,132 块 - **错误:** 无（仅有一个 Python 3.12 的 `datetime` adapter deprecation warning，不影响功能） - **搜索测试:** 关键词 "proxy" 返回 3 个匹配结果，索引检索正常 静默完成。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:53-53
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me execute the heartbeat check silently.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:57-57
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有活跃任务状态检查完毕。当前活跃任务数：0（所有非 done/cancelled 状态的活跃任务：无）。 无活跃任务 → 完全静默，仅更新状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:58-58
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me read the relevant files to perform the heartbeat check.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:60-60
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me run the heartbeat check silently.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:63-63
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: No active tasks — all tasks are either `done`, `cancelled`, or `snoozed`. Nothing to do.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:64-64
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: TODO.md 检查结果：所有活跃任务均为 `done` 或 `cancelled` 状态，当前无活跃任务（无 `todo/doing/waiting/blocked/snoozed`）。 更新 heartbeat 状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:67-67
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 分析结果：所有任务状态为 `done` 或 `cancelled`，没有活跃任务（todo/doing/waiting/blocked/snoozed）。无需更新状态文件（当前已是 `no_active_tasks`，且无变化）。 完全静默退出。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:69-69
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: All tasks are cancelled or done — no active tasks. Per rules: no active tasks → fully silent, do nothing.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:71-71
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me perform the silent heartbeat check.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:76-76
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me check the current state silently.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:79-79
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: All tasks are either `done` or `cancelled`. No active tasks found. Silent exit — no state update needed since nothing changed.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:82-82
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有任务状态均为 `done` 或 `cancelled`，无活跃任务（none in todo/doing/waiting/blocked/snoozed）。 更新状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:84-84
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: Let me read the necessary files for today's review.
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:86-86
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 📅 **今日复盘（2026-05-28）** ✅ **今日完成：** - 暂无记录。今日无当日 memory 文件，无活跃任务被追踪。 🔄 **进行中：** - 无活跃任务。TODO.md 中所有任务状态均为 `done` / `cancelled`，heartbeat-state 显示 active_task_count = 0。 📋 **明日计划：** - 当前任务板为空状态，无待办事项。如谷老板有新的优先级事项，可随时交办。 💡 **学习与改进：** - 今日无记录，系统运行安静稳定。持续监控状态，维持低干扰运行模式。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:87-87
+  - recalls: 0
+  - status: staged
+- Candidate: Assistant: 所有活跃任务状态分析： - **T-20260325-001**: done - **T-20260310-001**: cancelled - **T-20260310-002**: done - **T-20260310-003**: cancelled - **T-20260310-004**: cancelled - **T-20260404-001**: done - **T-20260310-005**: cancelled **没有活跃任务（所有待处理项均已 done/cancelled）。** 更新状态文件。
+  - confidence: 0.58
+  - evidence: memory/.dreams/session-corpus/2026-05-28.txt:90-90
+  - recalls: 0
+  - status: staged