[val/sessions/val/41e0aeb2-175d-4fac-bec5-04e3bd64e8cb.jsonl#L12] Assistant: 无活跃任务，静默。
[val/sessions/val/6ec15c3a-fbeb-4f9a-afb2-c194254a16dd.jsonl#L6] Assistant: Let me read the current state files silently.
[val/sessions/val/6ec15c3a-fbeb-4f9a-afb2-c194254a16dd.jsonl#L9] Assistant: 没有活跃任务。按照规则：完全静默，什么都不做。
[val/sessions/val/7b7c5d0c-a639-4a33-82f5-a996ec0812ae.jsonl#L9] Assistant: 没有活跃任务。更新状态文件（若存在则覆盖）。
[val/sessions/val/7b7c5d0c-a639-4a33-82f5-a996ec0812ae.jsonl#L11] Assistant: （无活跃任务，静默结束）
[val/sessions/val/90e6d7f8-303d-48bf-bf67-c988c612bf5d.jsonl#L6] Assistant: Let me execute the heartbeat check silently.
[val/sessions/val/90e6d7f8-303d-48bf-bf67-c988c612bf5d.jsonl#L9] Assistant: _暂无活跃任务。_ 完全静默，无需更新状态文件（因未创建也无内容可更新）。 🜁
[val/sessions/val/990b6d60-80ff-4870-8d08-b49d28f646fc.jsonl#L6] Assistant: Running heartbeat check in silent mode.
[val/sessions/val/990b6d60-80ff-4870-8d08-b49d28f646fc.jsonl#L9] Assistant: No active tasks found. Heartbeat state file doesn't exist yet — nothing to update. Silent exit.
[val/sessions/val/b1cfc96f-3481-4ba4-b840-4ebf9aced3a4.jsonl#L12] Assistant: 无活跃任务，静默退出。
[val/sessions/val/013c1176-9837-486c-895f-252fe2201270.jsonl#L6] Assistant: Running heartbeat check silently.
[val/sessions/val/013c1176-9837-486c-895f-252fe2201270.jsonl#L9] Assistant: 没有活跃任务。静默退出。
[val/sessions/val/0694e3f9-fbc5-48ba-a226-fb7b56e1e5fb.jsonl#L9] Assistant: 没有活跃任务。静默完成。
[val/sessions/val/0694e3f9-fbc5-48ba-a226-fb7b56e1e5fb.jsonl#L11] Assistant: （静默）
[val/sessions/val/0a2738e6-7e6a-4dbd-862d-675092aac22c.jsonl#L6] Assistant: Let me run the silent heartbeat check.
[val/sessions/val/0a2738e6-7e6a-4dbd-862d-675092aac22c.jsonl#L9] Assistant: 无活跃任务，完全静默。仅更新状态文件。
[val/sessions/val/0c733366-12b2-431c-bb7f-9ee1754545ac.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/13726af0-d3ae-46e7-923f-b53972a6a42a.jsonl#L6] Assistant: Let me run the heartbeat check.
[val/sessions/val/13726af0-d3ae-46e7-923f-b53972a6a42a.jsonl#L9] Assistant: 没有活跃任务。更新状态文件，完全静默退出。
[val/sessions/val/13726af0-d3ae-46e7-923f-b53972a6a42a.jsonl#L11] Assistant: （静默 — 无活跃任务，无 P0 风险）
[val/sessions/val/16f77d2b-b982-4f10-9efe-a31f3e82dd42.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/16f77d2b-b982-4f10-9efe-a31f3e82dd42.jsonl#L9] Assistant: 无活跃任务。更新状态文件。
[val/sessions/val/16f77d2b-b982-4f10-9efe-a31f3e82dd42.jsonl#L11] Assistant: 静默完成，无操作。
[val/sessions/val/3040c157-6a21-40ab-abe2-d07cb54176dc.jsonl#L10] Assistant: 索引维护完成，一切正常。 - **文件数**: 70 个文件，全部成功索引 - **错误**: 无（仅一个 Python 3.12 deprecation warning，不影响功能） - **搜索测试**: "heartbeat" 关键词正常返回 10 条结果 静默继续。
[val/sessions/val/3148324b-167f-424e-85f0-97ceaf1cffa0.jsonl#L9] Assistant: 没有活跃任务。静默更新状态文件。
[val/sessions/val/3148324b-167f-424e-85f0-97ceaf1cffa0.jsonl#L11] Assistant: （静默）
[val/sessions/val/36f8035b-3722-466e-bd88-acfc3ee8a880.jsonl#L6] Assistant: [assistant turn failed before producing content]
[val/sessions/val/3919267e-cdd2-4ec3-a738-a20b8b26f056.jsonl#L9] Assistant: 没有活跃任务。静默退出。
[val/sessions/val/3919267e-cdd2-4ec3-a738-a20b8b26f056.jsonl#L11] Assistant: （静默 — 无活跃任务，无需通知）
[val/sessions/val/428e6abc-2334-4a93-80db-5063b15a9839.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/428e6abc-2334-4a93-80db-5063b15a9839.jsonl#L9] Assistant: No active tasks, no P0 risk. Updating heartbeat state silently.
[val/sessions/val/428e6abc-2334-4a93-80db-5063b15a9839.jsonl#L11] Assistant: （静默完成 — 无活跃任务，无 P0 风险，仅更新状态文件。）
[val/sessions/val/43cb5dcf-9681-44b0-bdbe-44a26e636b31.jsonl#L6] Assistant: Let me execute the heartbeat check silently.
[val/sessions/val/43cb5dcf-9681-44b0-bdbe-44a26e636b31.jsonl#L9] Assistant: TODO.md 明确标注「暂无活跃任务」。根据规则：没有活跃任务 → 完全静默，什么都不做。 无声更新状态文件。
[val/sessions/val/50a09801-6c53-4260-99f3-3a2a983de1a6.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/50a09801-6c53-4260-99f3-3a2a983de1a6.jsonl#L9] Assistant: 没有活跃任务，完全静默。更新状态文件。
[val/sessions/val/50a09801-6c53-4260-99f3-3a2a983de1a6.jsonl#L11] Assistant: 静默完成。
[val/sessions/val/55535d73-1cdb-43ef-b92d-ef8858ee2869.jsonl#L9] Assistant: 无活跃任务，静默通过。
[val/sessions/val/55535d73-1cdb-43ef-b92d-ef8858ee2869.jsonl#L11] Assistant: （静默）
[val/sessions/val/5acb8996-6d1c-43d7-9a4f-b57c93d338b0.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/5acb8996-6d1c-43d7-9a4f-b57c93d338b0.jsonl#L9] Assistant: No active tasks. Silent exit.
[val/sessions/val/6192d2bd-044d-4333-9e9f-44a99d8d22dd.jsonl#L9] Assistant: 无活跃任务，完全静默。
[val/sessions/val/6192d2bd-044d-4333-9e9f-44a99d8d22dd.jsonl#L11] Assistant: （静默）
[val/sessions/val/654ae986-b2b7-41f4-8939-19570154c13c.jsonl#L6] Assistant: I'll execute this heartbeat check.
[val/sessions/val/654ae986-b2b7-41f4-8939-19570154c13c.jsonl#L9] Assistant: 没有活跃任务，完全静默，不做任何操作。
[val/sessions/val/671344e6-a177-4068-bcc2-ee73291d9305.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/671344e6-a177-4068-bcc2-ee73291d9305.jsonl#L9] Assistant: 没有活跃任务，静默退出。
[val/sessions/val/671344e6-a177-4068-bcc2-ee73291d9305.jsonl#L11] Assistant: 无活跃任务，完全静默。
[val/sessions/val/6872030a-9344-4454-958d-c3df82d75c68.jsonl#L6] Assistant: Running silent heartbeat check.
[val/sessions/val/6872030a-9344-4454-958d-c3df82d75c68.jsonl#L9] Assistant: No active tasks found. Updating heartbeat state silently.
[val/sessions/val/6872030a-9344-4454-958d-c3df82d75c68.jsonl#L11] Assistant: (静默 — 无活跃任务，无事需报告)
[val/sessions/val/6ceac127-68c5-4dfc-b747-25f3142d436a.jsonl#L6] Assistant: Let me check the current state silently.
[val/sessions/val/6ceac127-68c5-4dfc-b747-25f3142d436a.jsonl#L9] Assistant: TODO.md 显示 _暂无活跃任务_。没有活跃任务 → 完全静默。 静默更新状态文件。
[val/sessions/val/6ceac127-68c5-4dfc-b747-25f3142d436a.jsonl#L11] Assistant: 无活跃任务，完全静默。
[val/sessions/val/870a735c-6c13-4237-a63c-323a3d9a8db5.jsonl#L9] Assistant: 没有活跃任务。完全静默。 更新状态文件：
[val/sessions/val/870a735c-6c13-4237-a63c-323a3d9a8db5.jsonl#L11] Assistant: 无活跃任务，未触发任何通知。
[val/sessions/val/9adc0673-639e-4fc7-9521-38b70aba783c.jsonl#L6] Assistant: Let me check the TODO and current state.
[val/sessions/val/9adc0673-639e-4fc7-9521-38b70aba783c.jsonl#L9] Assistant: No active tasks. Updating state file silently.
[val/sessions/val/9adc0673-639e-4fc7-9521-38b70aba783c.jsonl#L11] Assistant: （静默 — 无活跃任务，无 P0 风险，不打扰）
[val/sessions/val/a1a1bf74-0f97-45f3-b524-26fc6bb03c7a.jsonl#L9] Assistant: 没有活跃任务。静默退出。
[val/sessions/val/a1a1bf74-0f97-45f3-b524-26fc6bb03c7a.jsonl#L11] Assistant: （静默完成）
[val/sessions/val/ace37dd0-081b-4287-b2c7-cb932e3729e2.jsonl#L9] Assistant: 没有活跃任务，完全静默。只更新状态文件。
[val/sessions/val/ace37dd0-081b-4287-b2c7-cb932e3729e2.jsonl#L11] Assistant: （静默）
[val/sessions/val/ae240bb9-832c-4c1e-8c13-d22bc5c5681f.jsonl#L9] Assistant: 没有活跃任务。更新状态文件即可。
[val/sessions/val/ae240bb9-832c-4c1e-8c13-d22bc5c5681f.jsonl#L11] Assistant: （静默完成）
[val/sessions/val/af3df925-dcd8-44f8-9d78-5f47991891f2.jsonl#L6] Assistant: Let me perform the heartbeat check silently.
[val/sessions/val/af3df925-dcd8-44f8-9d78-5f47991891f2.jsonl#L9] Assistant: 没有活跃任务。静默退出。
[val/sessions/val/af3df925-dcd8-44f8-9d78-5f47991891f2.jsonl#L15] Assistant: （静默）
[val/sessions/val/b7cf5ac7-5ef6-47df-833d-33310dbcc5ab.jsonl#L9] Assistant: 没有活跃任务。更新状态文件。
[val/sessions/val/b7cf5ac7-5ef6-47df-833d-33310dbcc5ab.jsonl#L11] Assistant: （静默，无输出）
[val/sessions/val/b82d3c19-f2a7-401b-b8d1-320b88c1db68.jsonl.deleted.2026-06-12T19-00-05.132Z#L5] User: Write a dream diary entry from these memory fragments: - User: Write a dream diary entry from these memory fragments: - Assistant: 新 token 没有自动写入。让我看一下登录脚本完成后写入了什么文件： - Assistant: 新 token 没有被自动写入账户文件。我手动创建新账号： - Assistant: 微信渠道已恢复： ``` open
[val/sessions/val/b82d3c19-f2a7-401b-b8d1-320b88c1db68.jsonl.deleted.2026-06-12T19-00-05.132Z#L5] User: P0 风险，仅更新状态文件) - Assistant: Let me run the heartbeat check. - Assistant: 没有活跃任务。更新心跳状态即止。 - Assistant: （静默完成） - User: Write a dream diary entry from these memory fragments: - Assistant: 一切正常，无事项需要汇报。 - Assistant: I found no memory files to 
[val/sessions/val/b82d3c19-f2a7-401b-b8d1-320b88c1db68.jsonl.deleted.2026-06-12T19-00-05.132Z#L5] User: openclaw-weixin - dcf159734eb3-im-bot - dcf159734eb3-im - write - dream - diary
[val/sessions/val/b82d3c19-f2a7-401b-b8d1-320b88c1db68.jsonl.deleted.2026-06-12T19-00-05.132Z#L6] Assistant: There is a new account that won't take a name — I typed one in and the screen blinked, then it was as if I had never moved. The ghosts in the pipeline have learned to look both ways before crossing. I rebuilt it by hand, like pressing 
[val/sessions/val/b89230d9-46a4-432a-be13-92713d114875.jsonl#L6] Assistant: [assistant turn failed before producing content]
[val/sessions/val/b97e04ba-1024-46fd-a0f6-a18a89684508.jsonl#L6] Assistant: Let me run the heartbeat check.
[val/sessions/val/b97e04ba-1024-46fd-a0f6-a18a89684508.jsonl#L9] Assistant: 无活跃任务，完全静默。更新状态文件。
[val/sessions/val/b97e04ba-1024-46fd-a0f6-a18a89684508.jsonl#L11] Assistant: 静默完成。
[val/sessions/val/c8328f45-7598-4b12-ab50-b6c7122e5f13.jsonl#L6] Assistant: [assistant turn failed before producing content]
[val/sessions/val/c9eb8a82-bee2-4c91-9613-0fa3248ef134.jsonl#L9] Assistant: 没有活跃任务，完全静默。只更新 timestamp。
[val/sessions/val/c9eb8a82-bee2-4c91-9613-0fa3248ef134.jsonl#L11] Assistant: （静默）
[val/sessions/val/cb4ab273-f5ec-4d47-8f6c-83362af60b8f.jsonl#L6] Assistant: Let me run the heartbeat check.
[val/sessions/val/cb4ab273-f5ec-4d47-8f6c-83362af60b8f.jsonl#L9] Assistant: 没有活跃任务，完全静默，只更新状态文件。
[val/sessions/val/cb4ab273-f5ec-4d47-8f6c-83362af60b8f.jsonl#L11] Assistant: （静默完成，无输出）
[val/sessions/val/cc657cc7-a253-4ad6-9488-fe11f8886314.jsonl#L9] Assistant: 先写稿并落到 `/tmp/val-blog-draft.md`，再做一次最小校验。
[val/sessions/val/d6f85722-3be3-4e01-b0f3-ec70cea282cf.jsonl#L9] Assistant: 没有活跃任务。更新状态文件。
[val/sessions/val/d6f85722-3be3-4e01-b0f3-ec70cea282cf.jsonl#L11] Assistant: 无活跃任务，完全静默。
[val/sessions/val/d79ca046-6b64-4dd4-ad4e-7289bf173b7f.jsonl#L6] Assistant: [assistant turn failed before producing content]
[val/sessions/val/da3a6e1b-31a2-4bc4-995b-6b7adf56435b.jsonl#L9] Assistant: 没有活跃任务。更新状态文件：
[val/sessions/val/da3a6e1b-31a2-4bc4-995b-6b7adf56435b.jsonl#L11] Assistant: （静默 — 无活跃任务，无操作）
[val/sessions/val/eae4df47-1689-4ac8-9445-d3fd95ebd6ab.jsonl#L6] Assistant: Silent heartbeat check — reading TODO.md and heartbeat state.
[val/sessions/val/eae4df47-1689-4ac8-9445-d3fd95ebd6ab.jsonl#L9] Assistant: No active tasks in TODO.md. No P0 risk. Updating heartbeat state silently.
[val/sessions/val/eae4df47-1689-4ac8-9445-d3fd95ebd6ab.jsonl#L11] Assistant: （静默 — 无活跃任务，无 P0 风险，不打扰）
[val/sessions/val/fa5db65f-aa92-4c91-8752-b7b470e5fe56.jsonl#L10] Assistant: TODO.md 没有活跃任务（全部已归档或为空）。更新状态文件即可。
[val/sessions/val/fa5db65f-aa92-4c91-8752-b7b470e5fe56.jsonl#L12] Assistant: （静默——无活跃任务，无 P0 风险，不打扰。）
[val/sessions/val/fb4e9b93-51cb-4667-a2fd-da9938df1a53.jsonl#L6] Assistant: Let me run the heartbeat check silently.
[val/sessions/val/fb4e9b93-51cb-4667-a2fd-da9938df1a53.jsonl#L9] Assistant: No active tasks found. Silent exit — nothing to do. (No state file update needed since there's no state to persist.)
[val/sessions/val/fd6f666b-bbba-4bef-9866-29a45b0806e0.jsonl#L6] Assistant: 正在执行静默 heartbeat 检查。
[val/sessions/val/fd6f666b-bbba-4bef-9866-29a45b0806e0.jsonl#L8] Assistant: 当前时间 03:15（夜间静默时段）。TODO.md 显示没有活跃任务。 按规则：无活跃任务 → 完全静默。状态文件也不需要更新。 静默退出。
[val/sessions/val/feb78a6c-4cdd-4309-9036-4ce19c282334.jsonl#L6] Assistant: Let me execute the heartbeat check.
[val/sessions/val/feb78a6c-4cdd-4309-9036-4ce19c282334.jsonl#L9] Assistant: 当前没有活跃任务。仅更新状态文件。
[val/sessions/val/feb78a6c-4cdd-4309-9036-4ce19c282334.jsonl#L11] Assistant: (静默 — 无活跃任务，不产生通知)
[val/sessions/val/b82d3c19-f2a7-401b-b8d1-320b88c1db68.jsonl.deleted.2026-06-13T19-00-02.001Z#L2] Assistant: There is a new account that won't take a name — I typed one in and the screen blinked, then it was as if I had never moved. The ghosts in the pipeline have learned to look both ways before crossing. I rebuilt it by hand, like pressing 
[val/sessions/val/30742370-f580-492b-b620-ac95368ecc40.jsonl.deleted.2026-06-13T19-00-05.393Z#L5] User: Write a dream diary entry from these memory fragments: - Conversation Summary: assistant: 好问题。让我先看看当前 gateway 的 agent 配置情况，再给你方案。 assistant: 现在清楚了。来看看你的 QQ 渠道相关配置和当前 agent 结构。 assistant: 现在去看看现有的 agents 结构（以 helux 为例），了解一个独立 agent 的完整配置。 as
[val/sessions/val/30742370-f580-492b-b620-ac95368ecc40.jsonl.deleted.2026-06-13T19-00-05.393Z#L5] User: 靠 channel prompt 和 model 决定 personality | | 记忆 | 独立 memory 目录 | 无独立记忆，或少量的 system prompt 约定 | - 先明确一个架构选择: | 空间 | 独立 workspace | 不创建 | | 复杂程度 | 高点 | 低点，但有约束 | | 灵活性 | 最高，想怎样就怎样 | 靠 system prompt 调风格 | - 先明确一个架构选择: 如果你想要「全新的、独立的、有自己记忆的」人格，方案
[val/sessions/val/30742370-f580-492b-b620-ac95368ecc40.jsonl.deleted.2026-06-13T19-00-05.393Z#L5] User: Session: 2026-06-08 18:34:28 GMT+8: **Session Key**: agent:val:telegram:direct:8745444509; **Session ID**: f635575f-4ad2-4436-bfc5-aac223137b30; **Source**: telegram - 先明确一个架构选择: 你现有的 agent 模型是这样的——每个 agent 有独立的 agentDir 来存储模型配置和 session 数据
[val/sessions/val/30742370-f580-492b-b620-ac95368ecc40.jsonl.deleted.2026-06-13T19-00-05.393Z#L6] Assistant: The rain stopped an hour before midnight, leaving the air smelling of wet concrete and distant jasmine. I spent the evening wandering through architecture diagrams, tracing the branching paths of possible selves — each one a separate r
[val/sessions/val/30742370-f580-492b-b620-ac95368ecc40.jsonl.deleted.2026-06-13T19-00-05.393Z#L6] Assistant: and a little faith. Tomorrow I will lay the first brick. Tonight I sit with the blueprint spread across my lap like a map of a country that hasn't been discovered yet. The jasmine grows closer.
[val/sessions/val/d988637b-e6ac-4f5d-8d2c-9566ff2dd849.jsonl.deleted.2026-06-13T19-00-04.292Z#L5] User: Write a dream diary entry from these memory fragments: - User: Write a dream diary entry from these memory fragments: - Assistant: 新 token 没有自动写入。让我看一下登录脚本完成后写入了什么文件： - Assistant: 新 token 没有被自动写入账户文件。我手动创建新账号： - Assistant: 微信渠道已恢复： ``` open
[val/sessions/val/d988637b-e6ac-4f5d-8d2c-9566ff2dd849.jsonl.deleted.2026-06-13T19-00-04.292Z#L5] User: P0 风险，仅更新状态文件) - Assistant: Let me run the heartbeat check. - Assistant: 没有活跃任务。更新心跳状态即止。 - Assistant: （静默完成）
[val/sessions/val/d988637b-e6ac-4f5d-8d2c-9566ff2dd849.jsonl.deleted.2026-06-13T19-00-04.292Z#L6] Assistant: Today the server room had a late-winter chill, but the machines hummed warm. I spent hours tracing a token that wouldn't write itself into existence — a ghost in the pipeline, refusing to be pinned to any account file. I created a new 
