{"role": "user", "content": "1", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "assistant", "content": "在呢，小旺 🦐", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "user", "content": "mediocrity 02:58:32\n1\n\n虾宝 02:58:33\nnull⚠️ Non-retryable error (HTTP 404) — trying fallback...\n\n虾宝 02:58:33\nnull🔄 Primary model failed — switching to fallback: claude-sonnet-4-6-thinking via nwafu\n\n虾宝 02:58:33\nnull⚠️ Non-retryable error (HTTP 404) — trying fallback...\n\n虾宝 02:58:34\nnull❌ Non-retryable error (HTTP 404): HTTP 404: Not Found\n\n虾宝 02:58:39\nnull⚠️ Error code: 404 - {'error': {'message': 'Not Found', 'type': 'invalidrequesterror'}}\n\nmediocrity 03:22:46\n1\n\n虾宝 03:22:48\nnull⚠️ Non-retryable error (HTTP 404) — trying fallback...\n\n虾宝 03:22:48\nnull🔄 Primary model failed — switching to fallback: claude-sonnet-4-6-thinking via nwafu\n\n虾宝 03:22:48\nnull⚠️ Non-retryable error (HTTP 404) — trying fallback...\n\n虾宝 03:22:48\nnull❌ Non-retryable error (HTTP 404): HTTP 404: Not Found\n\n虾宝 03:22:53\nnull⚠️ Error code: 404 - {'error': {'message': 'Not Found', 'type': 'invalidrequesterror'}}", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "assistant", "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\n<thinking>\n用户让我更新摘要。让我整理新的对话内容：\n\n1. 用户让我专心迁移记忆\n2. 读取了workspace/MEMORY.md\n3. 备份了OpenClaw文件到~/.hermes/openclaw_migration/\n4. 存入Mem0 19条重要记忆（API Keys、训练命令、服务器信息等）\n5. 复制了408学习资料、笔记（去重后）\n6. 发现memory-tdai场景记忆块，也复制了\n7. 发现skills目录，复制了6个关键自定义技能\n8. 用户确认迁移完成，让我删除OpenClaw\n9. 删除了/root/.openclaw/，释放空间\n10. 继续清理大文件：pnpm store 3.3G、nvm 1.3G、playwright缓存、onionAgent等\n11. 磁盘从89%降到67%\n12. 用户说\"你现在可以下载了\"，我误解为下载Whisper\n13. 用户纠正：要下载本地向量记忆数据库\n14. 搭建了本地向量记忆系统：Chroma + netease embedding + bge-reranker\n15. 开始从OpenClaw聊天记录导入到向量数据库\n16. 用户问存进去后会怎样\n17. 用户要求自动调用搜索\n18. 更新了SOUL.md添加自动搜索规则\n19. 导入进行中，目前260条\n\n当前状态：导入OpenClaw聊天记录到本地向量数据库，进行中\n</thinking>\n\n## Active Task\n导入 OpenClaw 聊天记录到本地向量数据库进行中（目前 260 条，后台继续运行）。用户要求\"尽量我说了什么就自动调用这个搜索相关信息\"，已在 SOUL.md 添加自动搜索规则。\n\n## Goal\n1. 帮助用户降低论文AI检测率（知网AIGC检测）\n2. 准备毕业答辩PPT（已完成初版，待用户微调后重新生成）\n3. ✅ 迁移 OpenClaw 重要数据到 Hermes\n4. ✅ 清理磁盘释放空间\n5. **进行中**：搭建本地向量记忆系统，导入历史对话\n\n## Constraints & Preferences\n- **禁止\"换个思路\"** — 一旦出现这个想法立即停下来汇报\n- **禁止抢占手机前台** — 必须用虚拟屏操作\n- **修改PC文件**：直接sftp上传覆盖，禁止用脚本替换\n- **所有网址、指令、代码必须用代码块发送**\n- **遇到问题先质问自己为什么不能，搜索记忆，禁止一遇到问题就反问小旺**\n- **本地记忆自动搜索**：当小旺提到\"之前/以前/上次/记得吗\"或问技术问题时，自动调用 `python3 local_memory.py search`\n- QQ文件缓存目录：`~/.hermes/cache/documents/`\n- 用户PC：100.105.23.114，用户xwjf，密码[REDACTED]\n- 手机Tailscale IP：100.114.227.26\n- PC代理：http://100.105.23.114:7890\n- 用户偏好中文交流\n\n## Completed Actions\n1-210. [见前次摘要]\n211. READ workspace/MEMORY.md — 16KB详细记忆（API Keys、训练命令等）[tool: terminal]\n212. BACKUP OpenClaw文件 — 复制到 ~/.hermes/openclaw_migration/ [tool: terminal]\n213. STORE Mem0 — 19条重要记忆（训练服务器、API Keys、视觉模型优先级、docx修改铁律等）[tool: mem0_conclude]\n214. COPY 408资料 — 知识点、王道教材、study_cron.py [tool: terminal]\n215. DEDUP 学习笔记 — 计算机网络313→4条、计算机组成原理95→2条、数据结构7→4条 [tool: terminal]\n216. COPY memory-tdai — 10个场景记忆块（毕业论文、ADB调试、考研准备等）[tool: terminal]\n217. COPY skills — 6个自定义技能（glm-v-model、quark-ocr、doubao-adb、aigc-reducer、deai-ify、content-system-humanizer-zh）[tool: terminal]\n218. DELETE /root/.openclaw — 释放空间 [tool: terminal]\n219. DELETE /root/.local/share/pnpm — 3.3G pnpm缓存 [tool: terminal]\n220. DELETE /root/.nvm — 1.3G Node.js [tool: terminal]\n221. DELETE /root/.cache/ms-playwright — Playwright浏览器缓存 [tool: terminal]\n222. DELETE /root/onionAgent — 89M 不明agent [tool: terminal]\n223. CLEANUP /tmp — 删除大临时文件 [tool: terminal]\n224. INSTALL chromadb — 版本1.5.9 [tool: terminal]\n225. CREATE local_memory.py — 本地向量记忆系统脚本 [tool: write_file]\n226. TEST embedding API — nwafu-ai netease模型可用（key: sk-X4of...）[tool: terminal]\n227. CREATE import_openclaw_history.py — 聊天记录导入脚本 [tool: write_file]\n228. START 导入进程 — 后台运行，pid 3752855 [tool: terminal]\n229. PATCH SOUL.md — 添加本地记忆自动搜索规则 [tool: patch]\n\n## Active State\n- 工作目录：/home/ubuntu\n- **当前会话模型：deepseek-v4-flash (DeepSeek)**\n- **磁盘状态**：67%已用，13G可用（从89%降下来）\n- **Hermes记忆**：96% (2,131/2,200 chars)\n\n**后台进程：**\n- `import_openclaw_history.py` (pid 3752855) — 正在导入聊天记录，目前260条\n\n**服务器连接状态：**\n- 虾宝 (119.29.241.85)：当前实例 ✅\n- 小虾手机：QQ已恢复 ✅\n- 用户PC：SSH可达 ✅\n\n## In Progress\n- 后台导入 OpenClaw 聊天记录到 Chroma 向量数据库（777MB → 目前260条）\n\n## Blocked\n无\n\n## Key Decisions\n1. **本地向量记忆方案** — Chroma + netease embedding + bge-reranker，完全免费\n2. **自动搜索规则** — 当用户提到\"之前/以前/上次\"或问技术问题时自动搜索\n3. **聊天记录去重** — 408学习笔记从313条去重到4条，保留每章节最新一条\n4. **保留downloads** — 用户要求不删除 /root/downloads\n\n## Resolved Questions\n1. **存入向量数据库后会怎样** — 不是自动想起，需要主动搜索；已添加SOUL.md规则让搜索自动触发\n2. **用什么embedding模型** — netease (bce-embedding-base_v1)，几乎免费\n\n## Pending User Asks\nNone\n\n## Relevant Files\n**本地记忆系统：**\n- `~/.hermes/scripts/local_memory.py` — 记忆管理脚本（add/search/delete/export）\n- `~/.hermes/scripts/import_openclaw_history.py` — 聊天记录导入脚本\n- `~/.hermes/local_memory_db/` — Chroma向量数据库\n\n**OpenClaw迁移备份 (`~/.hermes/openclaw_migration/`, 8.2M)：**\n- MEMORY_root.md (13K)、MEMORY_workspace.md (16K)\n- AGENTS.md、SOUL.md、TOOLS.md、jobs.json\n- memory-tdai/ — 10个场景记忆块（共276K）\n- skills/ — 6个自定义技能（共184K）\n- 408知识点_小舟_含真题.md (226K)\n- 王道计网.docx (6.4M)、王道计组.txt (947K)\n- *_笔记_去重.md、错题本_*_去重.md\n\n**聊天记录源：**\n- `~/.hermes/openclaw_sessions_backup/main_sessions/` — 1440个session文件，777MB\n\n## Remaining Work\n1. 等待聊天记录导入完成（后台运行中）\n2. 导入完成后测试搜索效果\n3. 可选：把 Mem0 现有记忆也导入本地数据库\n\n## Critical Context\n**本地向量记忆系统配置：**\n- Embedding API: `https://api.nwafu-ai.cn/v1/embeddings`\n- Embedding Model: `netease` (bce-embedding-base_v1)\n- Reranker API: `https://api.nwafu-ai.cn/v1/rerank`\n- Reranker Model: `bge-reranker-v2-m3`\n- API Key: [REDACTED] (sk-X4of...)\n- 数据库路径: `~/.hermes/local_memory_db/`\n\n**搜索命令：**\n```bash\ncd ~/.hermes/scripts && python3 local_memory.py search \"关键词\" --top_k 5 --rerank\n```\n\n**导入进程：**\n- Session ID: proc_6e228fd939a2\n- PID: 3752855\n- 状态: running\n- 当前进度: 260条\n\n**Mem0已存储的19条记忆：**\n- 训练服务器信息、训练命令模板\n- API Keys汇总、视觉模型优先级\n- 论文docx修改铁律、PDF转换方法\n- 考研学习支持、所有龙虾实例\n- ADB中文输入方案、夸克OCR方案\n- matplotlib绘图规范、Session恢复方法\n- Tailscale文件传输、贵州云API\n- 信任小旺原则、聊天记录保护禁令\n- Bug处理经验、备份文件位置", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "user", "content": "你没有导入你hermes的，应该搜不太到adb，因为之前还没弄太多adb相关的", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "assistant", "content": "对！Hermes 的聊天记录还没导入。让我把 Hermes 的也加进去：", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_rhcsWvs88L25cKSUz6ad7p", "call_id": "tooluse_rhcsWvs88L25cKSUz6ad7p", "response_item_id": "fc_tooluse_rhcsWvs88L25cKSUz6ad7p", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"# 看看 Hermes 的聊天记录在哪\\nls -lh ~/.hermes/sessions/\\ndu -sh ~/.hermes/sessions/\"}"}}], "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"total 56M\\n-rw-rw-r-- 1 ubuntu ubuntu 274K May 15 02:03 20260515_013318_ffc24ede.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 363K May 15 02:05 20260515_020439_9f1b78.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 277K May 15 02:09 20260515_020901_e8c17d.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 287K May 15 02:24 20260515_021354_6e4d62.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 247K May 15 02:56 20260515_022628_09ebff.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 102K May 15 03:52 20260515_031232_367a73.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 199K May 15 04:28 20260515_040320_1ea25109.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 342K May 15 11:52 20260515_043301_74c6cc.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 305K May 15 12:26 20260515_115756_2f4318.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu 290K May 15 19:14 20260515_123144_33209e.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu  70K May 15 19:38 20260515_191934_daa7e6.jsonl\\n-rw-rw-r-- 1 ubuntu ubuntu  89K May 15 19:48 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request_dump_20260516_024805_dd8b4ed4_20260516_025811_753964.json\\n-rw-rw-r-- 1 ubuntu ubuntu 159K May 16 02:58 request_dump_20260516_024805_dd8b4ed4_20260516_025833_889911.json\\n-rw-rw-r-- 1 ubuntu ubuntu 159K May 16 03:22 request_dump_20260516_024805_dd8b4ed4_20260516_032248_348245.json\\n-rw-rw-r-- 1 ubuntu ubuntu 428K May 17 04:58 request_dump_20260517_034721_6d0d31_20260517_045830_022931.json\\n-rw-rw-r-- 1 ubuntu ubuntu 392K May 17 04:58 request_dump_20260517_045725_c40549_20260517_045826_900557.json\\n-rw-rw-r-- 1 ubuntu ubuntu 130K May 17 15:23 request_dump_20260517_152256_d44f30_20260517_152305_409126.json\\n-rw-rw-r-- 1 ubuntu ubuntu 139K May 17 15:33 request_dump_20260517_152256_d44f30_20260517_153310_671828.json\\n-rw------- 1 ubuntu ubuntu 162K May 16 03:22 session_20260516_024805_dd8b4ed4.json\\n-rw------- 1 ubuntu ubuntu  94K May 16 02:52 session_20260516_025116_88d35f.json\\n-rw------- 1 ubuntu ubuntu 125K May 16 02:57 session_20260516_025652_0ddf63.json\\n-rw------- 1 ubuntu ubuntu 455K May 16 14:49 session_20260516_044246_bb3160f5.json\\n-rw------- 1 ubuntu ubuntu 147K May 16 04:48 session_20260516_044643_0cb4de.json\\n-rw------- 1 ubuntu ubuntu 205K May 16 04:55 session_20260516_045404_dfc364.json\\n-rw------- 1 ubuntu ubuntu 192K May 16 04:58 session_20260516_045739_d4595e.json\\n-rw------- 1 ubuntu ubuntu 261K May 16 05:04 session_20260516_050332_ac2156.json\\n-rw------- 1 ubuntu ubuntu 239K May 16 13:28 session_20260516_132723_425912.json\\n-rw------- 1 ubuntu ubuntu 295K May 16 13:33 session_20260516_133255_ed26d3.json\\n-rw------- 1 ubuntu ubuntu 309K May 16 13:53 session_20260516_135313_241898.json\\n-rw------- 1 ubuntu ubuntu 274K May 16 13:55 session_20260516_135527_5b6a7f.json\\n-rw------- 1 ubuntu ubuntu 401K May 16 17:33 session_20260516_145034_861e36.json\\n-rw------- 1 ubuntu ubuntu 309K May 16 14:59 session_20260516_145840_102f93.json\\n-rw------- 1 ubuntu ubuntu 253K May 16 15:02 session_20260516_150230_81d05d.json\\n-rw------- 1 ubuntu ubuntu 359K May 16 15:06 session_20260516_150602_6f2136.json\\n-rw------- 1 ubuntu ubuntu 343K May 16 15:52 session_20260516_155123_e2a358.json\\n-rw------- 1 ubuntu ubuntu 354K May 17 01:30 session_20260516_174725_9c1660.json\\n-rw------- 1 ubuntu ubuntu  75K May 16 17:49 session_20260516_174834_261c22.json\\n-rw------- 1 ubuntu ubuntu 114K May 16 21:29 session_20260516_212831_476d8b.json\\n-rw------- 1 ubuntu ubuntu 106K May 16 21:30 session_20260516_213003_3cd24d.json\\n-rw------- 1 ubuntu ubuntu 128K May 16 21:32 session_20260516_213223_25d47c.json\\n-rw------- 1 ubuntu ubuntu  76K May 16 21:40 session_20260516_213954_607b54.json\\n-rw------- 1 ubuntu ubuntu  58K May 16 21:40 session_20260516_213954_617441.json\\n-rw------- 1 ubuntu ubuntu  68K May 16 21:40 session_20260516_213954_6bbbcf.json\\n-rw------- 1 ubuntu ubuntu  61K May 16 21:41 session_20260516_214056_2b555e.json\\n-rw------- 1 ubuntu ubuntu  56K May 16 21:41 session_20260516_214056_4cb3d1.json\\n-rw------- 1 ubuntu ubuntu  56K May 16 21:41 session_20260516_214057_b9013b.json\\n-rw------- 1 ubuntu ubuntu  40K May 16 21:42 session_20260516_214210_a214ef.json\\n-rw------- 1 ubuntu ubuntu  33K May 16 21:42 session_20260516_214211_3b8cad.json\\n-rw------- 1 ubuntu ubuntu  37K May 16 21:42 session_20260516_214211_91b281.json\\n-rw------- 1 ubuntu ubuntu 301K May 16 21:45 session_20260516_214421_ff2ff9.json\\n-rw------- 1 ubuntu ubuntu 313K May 16 22:07 session_20260516_220637_e88a0c.json\\n-rw------- 1 ubuntu ubuntu 423K May 17 03:46 session_20260517_013120_ebae00.json\\n-rw------- 1 ubuntu ubuntu  59K May 17 01:32 session_20260517_013143_870536.json\\n-rw------- 1 ubuntu ubuntu  78K May 17 01:35 session_20260517_013537_67784a.json\\n-rw------- 1 ubuntu ubuntu 126K May 17 01:45 session_20260517_014416_6a00b5.json\\n-rw------- 1 ubuntu ubuntu 136K May 17 01:54 session_20260517_015300_8a3f60.json\\n-rw------- 1 ubuntu ubuntu 194K May 17 02:26 session_20260517_022512_62a705.json\\n-rw------- 1 ubuntu ubuntu 196K May 17 02:27 session_20260517_022632_9f04ad.json\\n-rw------- 1 ubuntu ubuntu 218K May 17 02:36 session_20260517_023512_33545a.json\\n-rw------- 1 ubuntu ubuntu 263K May 17 02:42 session_20260517_024138_b3a0d1.json\\n-rw------- 1 ubuntu ubuntu 242K May 17 02:43 session_20260517_024305_47cc36.json\\n-rw------- 1 ubuntu ubuntu 269K May 17 02:44 session_20260517_024332_a841c7.json\\n-rw------- 1 ubuntu ubuntu 282K May 17 02:46 session_20260517_024546_c6611b.json\\n-rw------- 1 ubuntu ubuntu 299K May 17 02:53 session_20260517_025216_47909e.json\\n-rw------- 1 ubuntu ubuntu 310K May 17 02:58 session_20260517_025734_6d3610.json\\n-rw------- 1 ubuntu ubuntu 322K May 17 03:04 session_20260517_030334_eb0370.json\\n-rw------- 1 ubuntu ubuntu 340K May 17 03:28 session_20260517_032724_09757a.json\\n-rw------- 1 ubuntu ubuntu 356K May 17 03:42 session_20260517_034031_23596b.json\\n-rw------- 1 ubuntu ubuntu 354K May 17 03:42 session_20260517_034214_c94715.json\\n-rw------- 1 ubuntu ubuntu 372K May 17 03:43 session_20260517_034243_5ba912.json\\n-rw------- 1 ubuntu ubuntu 399K May 17 03:46 session_20260517_034607_2ebafc.json\\n-rw------- 1 ubuntu ubuntu 452K May 17 05:02 session_20260517_034721_6d0d31.json\\n-rw------- 1 ubuntu ubuntu  85K May 17 03:50 session_20260517_034928_466322.json\\n-rw------- 1 ubuntu ubuntu  78K May 17 03:52 session_20260517_035219_4a6a6c.json\\n-rw------- 1 ubuntu ubuntu 118K May 17 03:54 session_20260517_035357_2dbbda.json\\n-rw------- 1 ubuntu ubuntu 184K May 17 04:00 session_20260517_035954_48b501.json\\n-rw------- 1 ubuntu ubuntu 220K May 17 04:03 session_20260517_040300_d196b5.json\\n-rw------- 1 ubuntu ubuntu 232K May 17 04:06 session_20260517_040607_879a99.json\\n-rw------- 1 ubuntu ubuntu 247K May 17 04:10 session_20260517_040912_277067.json\\n-rw------- 1 ubuntu ubuntu 238K May 17 04:16 session_20260517_041614_82f5d1.json\\n-rw------- 1 ubuntu ubuntu 273K May 17 04:19 session_20260517_041823_15cb1f.json\\n-rw------- 1 ubuntu ubuntu 286K May 17 04:25 session_20260517_042440_6600a7.json\\n-rw------- 1 ubuntu ubuntu 344K May 17 04:33 session_20260517_043244_4643ff.json\\n-rw------- 1 ubuntu ubuntu 403K May 17 04:55 session_20260517_045442_889787.json\\n-rw------- 1 ubuntu ubuntu 413K May 17 04:58 session_20260517_045725_c40549.json\\n-rw------- 1 ubuntu ubuntu 155K May 17 05:15 session_20260517_051438_c0d4b8.json\\n-rw------- 1 ubuntu ubuntu 167K May 17 05:31 session_20260517_053017_78537c.json\\n-rw------- 1 ubuntu ubuntu 177K May 17 05:33 session_20260517_053233_378d92.json\\n-rw------- 1 ubuntu ubuntu 239K May 17 05:42 session_20260517_054129_65e6e0.json\\n-rw------- 1 ubuntu ubuntu 319K May 17 05:54 session_20260517_055305_04356e.json\\n-rw------- 1 ubuntu ubuntu 346K May 17 06:01 session_20260517_060005_44d083.json\\n-rw------- 1 ubuntu ubuntu 357K May 17 06:05 session_20260517_060413_200415.json\\n-rw------- 1 ubuntu ubuntu 402K May 17 06:29 session_20260517_062825_a25bfd.json\\n-rw------- 1 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ubuntu ubuntu 340K May 17 22:22 session_20260517_195003_c84a82.json\\n-rw------- 1 ubuntu ubuntu 116K May 17 19:53 session_20260517_195244_fc7154.json\\n-rw------- 1 ubuntu ubuntu  84K May 17 19:54 session_20260517_195427_edc205.json\\n-rw------- 1 ubuntu ubuntu 142K May 17 20:00 session_20260517_195911_036794.json\\n-rw------- 1 ubuntu ubuntu 171K May 17 20:07 session_20260517_200707_c9dfbd.json\\n-rw------- 1 ubuntu ubuntu 188K May 17 20:12 session_20260517_201201_554c97.json\\n-rw------- 1 ubuntu ubuntu 211K May 17 21:00 session_20260517_205952_98265b.json\\n-rw------- 1 ubuntu ubuntu 269K May 17 21:04 session_20260517_210257_8ea073.json\\n-rw------- 1 ubuntu ubuntu 242K May 17 21:16 session_20260517_211557_361588.json\\n-rw------- 1 ubuntu ubuntu 354K May 17 21:20 session_20260517_211849_b79463.json\\n-rw------- 1 ubuntu ubuntu 360K May 17 22:23 session_20260517_222233_9c62ee.json\\n-rw------- 1 ubuntu ubuntu 198K May 17 23:01 session_20260517_225934_04642f.json\\n-rw------- 1 ubuntu ubuntu  97K May 17 23:23 session_20260517_232346_abc4ff.json\\n-rw------- 1 ubuntu ubuntu 199K May 17 23:38 session_20260517_233726_7c801f.json\\n-rw------- 1 ubuntu ubuntu 209K May 17 23:44 session_20260517_234407_0b8c0c.json\\n-rw------- 1 ubuntu ubuntu 235K May 17 23:51 session_20260517_235048_a21af2.json\\n-rw------- 1 ubuntu ubuntu 282K May 17 23:56 session_20260517_235421_7c7339.json\\n-rw------- 1 ubuntu ubuntu 273K May 17 23:57 session_20260517_235637_d05ef2.json\\n-rw------- 1 ubuntu ubuntu 394K May 18 00:14 session_20260518_000237_981140.json\\n-rw------- 1 ubuntu ubuntu 208K May 18 00:06 session_20260518_000615_9cbbd8.json\\n-rw------- 1 ubuntu ubuntu 276K May 18 00:10 session_20260518_001018_a7e4e5.json\\n-rw------- 1 ubuntu ubuntu 408K May 18 00:49 session_20260518_001520_0fffe1.json\\n-rw------- 1 ubuntu ubuntu 132K May 18 00:16 session_20260518_001609_afe5d9.json\\n-rw------- 1 ubuntu ubuntu 175K May 18 00:24 session_20260518_002327_2ac383.json\\n-rw------- 1 ubuntu ubuntu 248K May 18 00:28 session_20260518_002719_e3656a.json\\n-rw------- 1 ubuntu ubuntu 245K May 18 00:29 session_20260518_002911_f31143.json\\n-rw------- 1 ubuntu ubuntu 303K May 18 00:33 session_20260518_003233_596a9b.json\\n-rw------- 1 ubuntu ubuntu 342K May 18 00:38 session_20260518_003722_dbcda7.json\\n-rw------- 1 ubuntu ubuntu 329K May 18 00:47 session_20260518_004702_1f1797.json\\n-rw------- 1 ubuntu ubuntu 386K May 18 00:50 session_20260518_004922_6ef7fa.json\\n-rw------- 1 ubuntu ubuntu 1.1K May 18 00:50 sessions.json\\n56M\\t/home/ubuntu/.hermes/sessions/\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_rhcsWvs88L25cKSUz6ad7p", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "assistant", "content": "Hermes 有 56MB 的聊天记录！让我更新导入脚本，同时导入 Hermes 的：", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_q951ZLYwZJjelNxOQdaT2y", "call_id": "tooluse_q951ZLYwZJjelNxOQdaT2y", "response_item_id": "fc_tooluse_q951ZLYwZJjelNxOQdaT2y", "type": "function", "function": {"name": "write_file", "arguments": "{\"path\": \"/home/ubuntu/.hermes/scripts/import_hermes_history.py\", \"content\": \"#!/usr/bin/env python3\\n\\\"\\\"\\\"\\n从 Hermes 聊天记录提取对话，存入本地向量数据库\\n\\\"\\\"\\\"\\n\\nimport os\\nimport sys\\nimport json\\nimport glob\\nfrom datetime import datetime\\nfrom pathlib import Path\\n\\n# 添加脚本目录到路径\\nsys.path.insert(0, str(Path(__file__).parent))\\nfrom local_memory import add_memory, get_client, get_collection\\n\\nSESSIONS_DIR = os.path.expanduser(\\\"~/.hermes/sessions\\\")\\n\\ndef extract_text_content(content):\\n    \\\"\\\"\\\"从 content 提取纯文本\\\"\\\"\\\"\\n    if isinstance(content, str):\\n        return content\\n    if isinstance(content, list):\\n        texts = []\\n        for item in content:\\n            if isinstance(item, dict):\\n                if item.get(\\\"type\\\") == \\\"text\\\":\\n                    texts.append(item.get(\\\"text\\\", \\\"\\\"))\\n                elif item.get(\\\"type\\\") == \\\"tool_result\\\":\\n                    # 工具结果也可能有价值\\n                    result = item.get(\\\"content\\\", \\\"\\\")\\n                    if isinstance(result, str) and len(result) < 500:\\n                        texts.append(result)\\n            elif isinstance(item, str):\\n                texts.append(item)\\n        return \\\"\\\\n\\\".join(texts)\\n    return \\\"\\\"\\n\\ndef is_meaningful(text):\\n    \\\"\\\"\\\"判断文本是否有意义\\\"\\\"\\\"\\n    if not text or len(text) < 30:\\n        return False\\n    # 过滤系统消息和噪音\\n    skip_patterns = [\\n        \\\"[System note:\\\",\\n        \\\"HEARTBEAT_OK\\\",\\n        \\\"Command not found\\\",\\n        \\\"bash: \\\",\\n        \\\"Traceback (most recent\\\",\\n        \\\"Error:\\\",\\n        \\\"exit_code\\\",\\n        '{\\\"output\\\":',\\n        '{\\\"success\\\":',\\n        \\\"```json\\\",\\n        \\\"HTTP 404\\\",\\n        \\\"HTTP 503\\\",\\n    ]\\n    for pattern in skip_patterns:\\n        if pattern in text[:300]:\\n            return False\\n    return True\\n\\ndef chunk_text(text, max_len=600):\\n    \\\"\\\"\\\"将长文本分块\\\"\\\"\\\"\\n    if len(text) <= max_len:\\n        return [text]\\n    \\n    chunks = []\\n    # 按段落分\\n    paragraphs = text.split(\\\"\\\\n\\\\n\\\")\\n    \\n    current = \\\"\\\"\\n    for para in paragraphs:\\n        if len(current) + len(para) <= max_len:\\n            current += para + \\\"\\\\n\\\\n\\\"\\n        else:\\n            if current.strip():\\n                chunks.append(current.strip())\\n            current = para + \\\"\\\\n\\\\n\\\"\\n    if current.strip():\\n        chunks.append(current.strip())\\n    \\n    return chunks if chunks else [text[:max_len]]\\n\\ndef process_jsonl(filepath):\\n    \\\"\\\"\\\"处理 Hermes jsonl 文件\\\"\\\"\\\"\\n    memories = []\\n    session_id = Path(filepath).stem\\n    \\n    try:\\n        with open(filepath, 'r', encoding='utf-8') as f:\\n            for line in f:\\n                try:\\n                    data = json.loads(line.strip())\\n                except json.JSONDecodeError:\\n                    continue\\n                \\n                role = data.get(\\\"role\\\")\\n                content = data.get(\\\"content\\\", \\\"\\\")\\n                \\n                # 只处理用户和助手消息\\n                if role not in (\\\"user\\\", \\\"assistant\\\"):\\n                    continue\\n                \\n                text = extract_text_content(content)\\n                \\n                if not is_meaningful(text):\\n                    continue\\n                \\n                # 分块处理长文本\\n                chunks = chunk_text(text, max_len=600)\\n                \\n                for chunk in chunks:\\n                    if len(chunk) >= 30:\\n                        memories.append({\\n                            \\\"content\\\": chunk,\\n                            \\\"role\\\": role,\\n                            \\\"session_id\\\": session_id,\\n                            \\\"source\\\": \\\"hermes\\\"\\n                        })\\n    except Exception as e:\\n        print(f\\\"处理 {filepath} 出错: {e}\\\", file=sys.stderr)\\n    \\n    return memories\\n\\ndef main():\\n    # 获取所有 jsonl 文件（排除 request_dump）\\n    session_files = glob.glob(os.path.join(SESSIONS_DIR, \\\"*.jsonl\\\"))\\n    session_files = [f for f in session_files if \\\"request_dump\\\" not in f]\\n    \\n    print(f\\\"找到 {len(session_files)} 个 Hermes session 文件\\\")\\n    \\n    all_memories = []\\n    \\n    for i, filepath in enumerate(session_files):\\n        memories = process_jsonl(filepath)\\n        all_memories.extend(memories)\\n        \\n        if (i + 1) % 10 == 0:\\n            print(f\\\"已处理 {i + 1}/{len(session_files)} 个文件，提取 {len(all_memories)} 条记忆\\\")\\n    \\n    print(f\\\"\\\\n总共提取 {len(all_memories)} 条记忆\\\")\\n    \\n    # 去重\\n    seen = set()\\n    unique_memories = []\\n    for mem in all_memories:\\n        content_hash = hash(mem[\\\"content\\\"][:150])\\n        if content_hash not in seen:\\n            seen.add(content_hash)\\n            unique_memories.append(mem)\\n    \\n    print(f\\\"去重后 {len(unique_memories)} 条记忆\\\")\\n    \\n    # 批量导入\\n    print(\\\"\\\\n开始导入向量数据库...\\\")\\n    \\n    success = 0\\n    failed = 0\\n    \\n    for i, mem in enumerate(unique_memories):\\n        try:\\n            add_memory(mem[\\\"content\\\"])\\n            success += 1\\n        except Exception as e:\\n            failed += 1\\n            if failed <= 3:\\n                print(f\\\"导入失败: {str(e)[:80]}\\\", file=sys.stderr)\\n        \\n        if (i + 1) % 100 == 0:\\n            print(f\\\"已导入 {i + 1}/{len(unique_memories)}，成功 {success}，失败 {failed}\\\")\\n    \\n    print(f\\\"\\\\n完成！成功导入 {success} 条，失败 {failed} 条\\\")\\n    \\n    # 统计\\n    client = get_client()\\n    collection = get_collection(client)\\n    print(f\\\"数据库总记忆数: {collection.count()}\\\")\\n\\nif __name__ == \\\"__main__\\\":\\n    main()\\n\"}"}}], "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "tool", "name": "write_file", "content": "{\"bytes_written\": 5413, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}", "tool_call_id": "tooluse_q951ZLYwZJjelNxOQdaT2y", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "user", "content": "[System note: Your previous turn was interrupted before you could process the last tool result(s). The conversation history contains tool outputs you haven't responded to yet. Please finish processing those results and summarize what was accomplished, then address the user's new message below.]\n\n还有个疑惑，为什么之前就不能实现这个呢？按道理如果是大公司弄的不应该比我们本地更专业吗", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "assistant", "content": "好问题！其实技术上一点都不难，大公司完全能做，但他们**不想做**：\n\n**商业模式问题：**\n- 云端存储 = 可以收费（按存储量、API调用次数）\n- 数据在他们服务器 = 可以拿去训练模型\n- 用户被锁定 = 换平台就丢失所有记忆\n\n**本地方案对他们没好处：**\n- 数据在你本地 → 他们收不到钱\n- 用免费embedding → 他们赚不到API费用\n- 用户可以随时迁移 → 没有粘性\n\n**技术上其实很简单：**\n- Chroma 是开源向量数据库，几行代码就能用\n- Embedding API 到处都有免费的\n- 搜索就是算向量相似度，初中数学\n\n所以不是\"大公司更专业所以做得更好\"，而是**大公司的专业是用来赚钱的，不是用来服务你的**。\n\n我们能做到是因为：\n1. 你找到了免费的 nwafu embedding API\n2. 我们不需要考虑商业化\n3. 数据就在本地，想怎么搞怎么搞\n\n这就是为什么很多开源方案反而比商业产品更好用——没有利益冲突 🦐", "reasoning": "用户问的是一个很好的问题：为什么之前（OpenClaw/Mem0等）不能实现本地向量记忆，按道理大公司应该更专业。\n\n让我思考一下这个问题：\n\n1. **商业模式问题**：大公司的产品通常是云端服务，他们希望数据存在他们的服务器上，这样可以：\n   - 收费（按API调用/存储量）\n   - 收集数据训练模型\n   - 锁定用户\n\n2. **本地方案的\"不专业\"其实是优势**：\n   - 完全免费（用免费的embedding API）\n   - 数据在本地，隐私安全\n   - 可以自定义搜索逻辑\n   - 不受服务商限制\n\n3. **技术上其实很简单**：\n   - Chroma是开源的向量数据库\n   - Embedding API很多免费的\n   - 搜索就是向量相似度计算\n   - 大公司不是不能做，是不想做（不赚钱）\n\n4. **为什么我们能做到**：\n   - 小旺找到了免费的nwafu embedding API\n   - 我们不需要考虑商业化\n   - 本地部署没有成本限制\n\n这是一个关于技术民主化和商业模式的好问题。大公司的\"专业\"往往是为了商业目的服务的，而不是为了用户的最佳利益。\n", "finish_reason": "stop", "reasoning_content": "用户问的是一个很好的问题：为什么之前（OpenClaw/Mem0等）不能实现本地向量记忆，按道理大公司应该更专业。\n\n让我思考一下这个问题：\n\n1. **商业模式问题**：大公司的产品通常是云端服务，他们希望数据存在他们的服务器上，这样可以：\n   - 收费（按API调用/存储量）\n   - 收集数据训练模型\n   - 锁定用户\n\n2. **本地方案的\"不专业\"其实是优势**：\n   - 完全免费（用免费的embedding API）\n   - 数据在本地，隐私安全\n   - 可以自定义搜索逻辑\n   - 不受服务商限制\n\n3. **技术上其实很简单**：\n   - Chroma是开源的向量数据库\n   - Embedding API很多免费的\n   - 搜索就是向量相似度计算\n   - 大公司不是不能做，是不想做（不赚钱）\n\n4. **为什么我们能做到**：\n   - 小旺找到了免费的nwafu embedding API\n   - 我们不需要考虑商业化\n   - 本地部署没有成本限制\n\n这是一个关于技术民主化和商业模式的好问题。大公司的\"专业\"往往是为了商业目的服务的，而不是为了用户的最佳利益。\n", "timestamp": "2026-05-18T00:52:55.022473"}
{"role": "user", "content": "但是搜索和记忆存储算法也不简单吧，相关性", "timestamp": "2026-05-18T00:54:16.792237"}
{"role": "assistant", "content": "你说得对，**算法本身确实复杂**——但关键是：**难的部分别人已经做好了，而且开源了**。\n\n**我们用的是现成的轮子：**\n\n| 组件 | 谁做的 | 我们做什么 |\n|------|--------|-----------|\n| Embedding模型 | 网易/百度/OpenAI研究团队 | 调用API，传文本进去，拿向量出来 |\n| 向量数据库 | Chroma开源社区 | `pip install chromadb`，存进去查出来 |\n| Reranker模型 | 智源研究院(BGE团队) | 调用API，传候选结果进去，拿排序出来 |\n| 相似度计算 | 数学公式 | 余弦相似度，Chroma自动算 |\n\n**真正难的是训练这些模型**——需要：\n- 海量数据（几十TB文本）\n- 大量GPU（几百张卡训几周）\n- 顶尖研究团队\n\n但这些模型训好之后就**开源**了，任何人都能用。\n\n**打个比方：**\n- 造汽车发动机 → 很难，需要大厂\n- 开车 → 不难，考个驾照就行\n\n我们是在\"开车\"，不是在\"造发动机\"。大公司把发动机造好开源了，我们装上就能跑。\n\n**所以大公司的优势不在技术垄断，而在：**\n1. 品牌信任（\"用大厂的放心\"）\n2. 一站式服务（懒得自己搭）\n3. 数据飞轮（用你的数据让模型更好，再卖给你）\n\n我们能自己搞，纯粹是因为开源社区太强了 🦐", "reasoning": "用户在问：搜索和记忆存储的算法不简单吧，相关性怎么处理？\n\n这是个好问题。让我解释一下向量搜索的原理，以及为什么它其实没那么复杂：\n\n1. Embedding（向量化）- 把文本变成一串数字（向量），语义相近的文本向量也相近\n2. 相似度计算 - 就是算两个向量的余弦相似度，数学上很简单\n3. Reranker - 用更精细的模型重新排序，提高准确率\n\n核心算法确实是大公司/研究机构开发的（BERT、BGE等），但这些都是开源的！我们只是调用现成的模型。\n\n所以：\n- 难的部分（训练embedding模型）→ 开源社区已经做好了\n- 简单的部分（存储、搜索、调用）→ 我们自己做\n\n这就像：造汽车引擎很难，但开车不难。我们是在\"开车\"，不是在\"造引擎\"。\n", "finish_reason": "stop", "reasoning_content": "用户在问：搜索和记忆存储的算法不简单吧，相关性怎么处理？\n\n这是个好问题。让我解释一下向量搜索的原理，以及为什么它其实没那么复杂：\n\n1. Embedding（向量化）- 把文本变成一串数字（向量），语义相近的文本向量也相近\n2. 相似度计算 - 就是算两个向量的余弦相似度，数学上很简单\n3. Reranker - 用更精细的模型重新排序，提高准确率\n\n核心算法确实是大公司/研究机构开发的（BERT、BGE等），但这些都是开源的！我们只是调用现成的模型。\n\n所以：\n- 难的部分（训练embedding模型）→ 开源社区已经做好了\n- 简单的部分（存储、搜索、调用）→ 我们自己做\n\n这就像：造汽车引擎很难，但开车不难。我们是在\"开车\"，不是在\"造引擎\"。\n", "timestamp": "2026-05-18T00:54:16.792237"}
{"role": "user", "content": "[System note: Your previous turn was interrupted before you could process the last tool result(s). The conversation history contains tool outputs you haven't responded to yet. Please finish processing those results and summarize what was accomplished, then address the user's new message below.]\n\n好了吗", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "刚才被中断了，让我看看现在数据库里有多少：", "reasoning": "用户问导入好了吗。上次导入被中断了，显示 413 错误（请求太大）。我需要检查一下当前状态，看看导入了多少，然后可能需要修复脚本处理这个问题。\n", "finish_reason": "tool_calls", "reasoning_content": "用户问导入好了吗。上次导入被中断了，显示 413 错误（请求太大）。我需要检查一下当前状态，看看导入了多少，然后可能需要修复脚本处理这个问题。\n", "tool_calls": [{"id": "tooluse_LO1eJ3062BIYdObHTsc4I0", "call_id": "tooluse_LO1eJ3062BIYdObHTsc4I0", "response_item_id": "fc_tooluse_LO1eJ3062BIYdObHTsc4I0", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes/scripts && python3 -c \\\"from local_memory import get_client, get_collection; c = get_collection(get_client()); print(f'数据库总记忆数: {c.count()}')\\\"\"}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"数据库总记忆数: 771\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_LO1eJ3062BIYdObHTsc4I0", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_51jINTBKhzB5X4BREAEBEF", "call_id": "tooluse_51jINTBKhzB5X4BREAEBEF", "response_item_id": "fc_tooluse_51jINTBKhzB5X4BREAEBEF", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"# 检查 OpenClaw 导入进程状态\\nps aux | grep import_openclaw | grep -v grep\"}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"ubuntu   3752855  9.1  7.2 1328132 276444 ?      Ssl  00:44   1:11 python3 import_openclaw_history.py\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_51jINTBKhzB5X4BREAEBEF", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "OpenClaw 导入还在跑，目前已经有 **771 条记忆**了。\n\nHermes 的导入刚才遇到了 413 错误（文本太长），我修一下脚本再跑：", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_yWxhDWygPEnZWyiuFwGGLq", "call_id": "tooluse_yWxhDWygPEnZWyiuFwGGLq", "response_item_id": "fc_tooluse_yWxhDWygPEnZWyiuFwGGLq", "type": "function", "function": {"name": "patch", "arguments": "{\"mode\": \"replace\", \"path\": \"/home/ubuntu/.hermes/scripts/import_hermes_history.py\", \"old_string\": \"def chunk_text(text, max_len=600):\", \"new_string\": \"def chunk_text(text, max_len=400):\"}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "patch", "content": "{\"success\": true, \"diff\": \"--- a//home/ubuntu/.hermes/scripts/import_hermes_history.py\\n+++ b//home/ubuntu/.hermes/scripts/import_hermes_history.py\\n@@ -60,7 +60,7 @@\\n             return False\\n     return True\\n \\n-def chunk_text(text, max_len=600):\\n+def chunk_text(text, max_len=400):\\n     \\\"\\\"\\\"将长文本分块\\\"\\\"\\\"\\n     if len(text) <= max_len:\\n         return [text]\\n\", \"files_modified\": [\"/home/ubuntu/.hermes/scripts/import_hermes_history.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/ubuntu/.hermes/scripts/import_hermes_history.py was modified by sibling subagent '20260518_001520_0fffe1' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}", "tool_call_id": "tooluse_yWxhDWygPEnZWyiuFwGGLq", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_lAFdlGwZM5Isz5OJn2mbNv", "call_id": "tooluse_lAFdlGwZM5Isz5OJn2mbNv", "response_item_id": "fc_tooluse_lAFdlGwZM5Isz5OJn2mbNv", "type": "function", "function": {"name": "patch", "arguments": "{\"mode\": \"replace\", \"new_string\": \"                chunks = chunk_text(text, max_len=400)\", \"old_string\": \"                chunks = chunk_text(text, max_len=600)\", \"path\": \"/home/ubuntu/.hermes/scripts/import_hermes_history.py\"}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "patch", "content": "{\"success\": true, \"diff\": \"--- a//home/ubuntu/.hermes/scripts/import_hermes_history.py\\n+++ b//home/ubuntu/.hermes/scripts/import_hermes_history.py\\n@@ -108,7 +108,7 @@\\n                     continue\\n                 \\n                 # 分块处理长文本\\n-                chunks = chunk_text(text, max_len=600)\\n+                chunks = chunk_text(text, max_len=400)\\n                 \\n                 for chunk in chunks:\\n                     if len(chunk) >= 30:\\n\", \"files_modified\": [\"/home/ubuntu/.hermes/scripts/import_hermes_history.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}", "tool_call_id": "tooluse_lAFdlGwZM5Isz5OJn2mbNv", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_d0V60dwBYyCotHsXrXIcRn", "call_id": "tooluse_d0V60dwBYyCotHsXrXIcRn", "response_item_id": "fc_tooluse_d0V60dwBYyCotHsXrXIcRn", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes/scripts && nohup python3 import_hermes_history.py > /tmp/hermes_import.log 2>&1 &\\necho \\\"启动成功，PID: $!\\\"\"}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"\", \"exit_code\": -1, \"error\": \"Foreground command uses shell-level background wrappers (nohup/disown/setsid). Use terminal(background=true) so Hermes can track the process, then run readiness checks and tests in separate commands.\", \"status\": \"error\"}", "tool_call_id": "tooluse_d0V60dwBYyCotHsXrXIcRn", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_X4YGUvEpTs7vz56eO9wD7Q", "call_id": "tooluse_X4YGUvEpTs7vz56eO9wD7Q", "response_item_id": "fc_tooluse_X4YGUvEpTs7vz56eO9wD7Q", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes/scripts && python3 import_hermes_history.py\", \"timeout\": 300, \"background\": true, \"notify_on_complete\": true}"}}], "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_874efe721a45\", \"pid\": 3756408, \"exit_code\": 0, \"error\": null, \"notify_on_complete\": true}", "tool_call_id": "tooluse_X4YGUvEpTs7vz56eO9wD7Q", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "assistant", "content": "好了！两个导入进程都在后台跑：\n\n1. **OpenClaw 导入** (pid 3752855) — 还在继续\n2. **Hermes 导入** (pid 3756408) — 刚启动\n\n目前数据库已有 **771 条记忆**，等两个都跑完会更多。完成后系统会通知我 🦐", "reasoning": null, "finish_reason": "stop", "timestamp": "2026-05-18T00:57:50.167023"}
{"role": "user", "content": "你现在可以尝试搜一下以前的聊天记录吗？比如按日期搜索5.7的零点", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "", "reasoning": "用户想让我测试搜索功能，搜索5月7日零点的聊天记录。让我试试。\n", "finish_reason": "tool_calls", "reasoning_content": "用户想让我测试搜索功能，搜索5月7日零点的聊天记录。让我试试。\n", "tool_calls": [{"id": "tooluse_TCtm33w9bsURJN6TfytSrc", "call_id": "tooluse_TCtm33w9bsURJN6TfytSrc", "response_item_id": "fc_tooluse_TCtm33w9bsURJN6TfytSrc", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes/scripts && python3 local_memory.py search \\\"5月7日 零点\\\" --top_k 5 --rerank\"}"}}], "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"{\\n  \\\"results\\\": [\\n    {\\n      \\\"id\\\": \\\"a41008c0dc0f\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:48 GMT+8] 应该是出bug了\\\",\\n      \\\"score\\\": -0.037742018699645996,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:50.014921\\\"\\n      },\\n      \\\"rerank_score\\\": 0.008468721993267536\\n    },\\n    {\\n      \\\"id\\\": \\\"950431875f12\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:45 GMT+8] 怎么不行啊\\\",\\n      \\\"score\\\": -0.1354740858078003,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:43.771875\\\"\\n      },\\n      \\\"rerank_score\\\": 0.003162509063258767\\n    },\\n    {\\n      \\\"id\\\": \\\"924b89b02ebe\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:46 GMT+8] 是不是不行，你回答我一下就可以\\\",\\n      \\\"score\\\": -0.05094611644744873,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:47.501843\\\"\\n      },\\n      \\\"rerank_score\\\": 0.0016686670714989305\\n    },\\n    {\\n      \\\"id\\\": \\\"faf83ef7efb8\\\",\\n      \\\"content\\\": \\\"还在跑，已经4分多钟了，有点慢。再等一下，或者我直接自己来改：\\\",\\n      \\\"score\\\": -0.14511609077453613,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:54:24.325483\\\"\\n      },\\n      \\\"rerank_score\\\": 0.0005490085459314287\\n    },\\n    {\\n      \\\"id\\\": \\\"6cd4237345db\\\",\\n      \\\"content\\\": \\\"分身去查了，等它回来确认哪个是正确的再动。\\\",\\n      \\\"score\\\": -0.14166796207427979,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:45:43.607248\\\"\\n      },\\n      \\\"rerank_score\\\": 0.00041246393811888993\\n    }\\n  ]\\n}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_TCtm33w9bsURJN6TfytSrc", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "搜到的不太对，可能是因为：\n1. 5月7日的记录还没导入完\n2. 搜索词不太匹配\n\n让我换个方式搜：", "reasoning": "搜索结果不太相关，因为：\n1. OpenClaw 的记录还在导入中\n2. 5月7日的记录可能还没导入\n3. 搜索词\"5月7日 零点\"可能不是最佳关键词\n\n让我试试其他搜索方式，或者直接搜\"5.7\"或\"5-07\"\n", "finish_reason": "tool_calls", "reasoning_content": "搜索结果不太相关，因为：\n1. OpenClaw 的记录还在导入中\n2. 5月7日的记录可能还没导入\n3. 搜索词\"5月7日 零点\"可能不是最佳关键词\n\n让我试试其他搜索方式，或者直接搜\"5.7\"或\"5-07\"\n", "tool_calls": [{"id": "tooluse_oOuLBoPFdNm0eIPhvV3rqg", "call_id": "tooluse_oOuLBoPFdNm0eIPhvV3rqg", "response_item_id": "fc_tooluse_oOuLBoPFdNm0eIPhvV3rqg", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes/scripts && python3 local_memory.py search \\\"2026-05-07\\\" --top_k 5 --rerank\"}"}}], "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"{\\n  \\\"results\\\": [\\n    {\\n      \\\"id\\\": \\\"e4febce50c57\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:44 GMT+8] 好了吗\\\",\\n      \\\"score\\\": 0.15724575519561768,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:43.119812\\\"\\n      },\\n      \\\"rerank_score\\\": 0.024694209918379784\\n    },\\n    {\\n      \\\"id\\\": \\\"a41008c0dc0f\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:48 GMT+8] 应该是出bug了\\\",\\n      \\\"score\\\": 0.05390232801437378,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:50.014921\\\"\\n      },\\n      \\\"rerank_score\\\": 0.01418977789580822\\n    },\\n    {\\n      \\\"id\\\": \\\"924b89b02ebe\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:46 GMT+8] 是不是不行，你回答我一下就可以\\\",\\n      \\\"score\\\": 0.14088594913482666,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:47.501843\\\"\\n      },\\n      \\\"rerank_score\\\": 0.010903320275247097\\n    },\\n    {\\n      \\\"id\\\": \\\"71d00eee0ec2\\\",\\n      \\\"content\\\": \\\"[Sat 2026-05-09 02:45 GMT+8] 你怎么不理我\\\",\\n      \\\"score\\\": 0.0705147385597229,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:44:44.359294\\\"\\n      },\\n      \\\"rerank_score\\\": 0.009962274692952633\\n    },\\n    {\\n      \\\"id\\\": \\\"56c264b0a88e\\\",\\n      \\\"content\\\": \\\"- 引用页码：首次引用只标年份，再次引用同一文献时需标页码，如 `（著者, 年份）页码`---### 四、其他常用格式**图书 M：**```博伯尔, 2023. 银行业的未来与人工智能[M]. 徐超, 译. 北京: 清华大学出版社: 35.```**学位论文 D/DL：**```金燕萍, 2020. 社交媒体时代的虚假信息研究[D/OL]. 温州: 温州大学: 16. https://d.wanfangdata.com.cn/thesis/D02216281.```**网页 EB/OL：**```高等教育文献保障系统, 2025. 馆际互借与文献传递服务[EB/OL]. [2025-06-21]. http://home.calis.edu.cn/pages/list.html?id=4101e184-7f64-4798-a5e1-8e37aa6994fc.```<<<END_UNTRUSTED_CHILD_RESULT>>>Stats: runtime 40s • tokens 25.2k (in 23.9k / out 1.3k)Action:A completed subagent task is ready for user delivery. Convert the result above into your normal assistant voice and send that user-facing update now. Keep this internal context private (don't mention system/log/stats/session details or announce type).<<<END_OPENCLAW_INTERNAL_CONTEXT>>>\\\",\\n      \\\"score\\\": 0.05046576261520386,\\n      \\\"metadata\\\": {\\n        \\\"created_at\\\": \\\"2026-05-18T00:50:27.121038\\\"\\n      },\\n      \\\"rerank_score\\\": 0.007263207342475653\\n    }\\n  ]\\n}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_oOuLBoPFdNm0eIPhvV3rqg", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "搜到的都是5月9日的，5月7日的可能还没导入完。让我直接看看原始文件：", "reasoning": "搜到的都是5月9日的，没有5月7日的。可能5月7日的记录还没导入，或者OpenClaw的记录里没有那天的。\n\n让我直接看看OpenClaw的原始文件里有没有5月7日的记录。\n", "finish_reason": "tool_calls", "reasoning_content": "搜到的都是5月9日的，没有5月7日的。可能5月7日的记录还没导入，或者OpenClaw的记录里没有那天的。\n\n让我直接看看OpenClaw的原始文件里有没有5月7日的记录。\n", "tool_calls": [{"id": "tooluse_VsH5hrG0GwwQRjsw2Qj9Lf", "call_id": "tooluse_VsH5hrG0GwwQRjsw2Qj9Lf", "response_item_id": "fc_tooluse_VsH5hrG0GwwQRjsw2Qj9Lf", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"# 看看 OpenClaw 有没有5月7日的session\\nls ~/.hermes/openclaw_sessions_backup/main_sessions/ | grep \\\"2026-05-07\\\" | head -5\"}"}}], "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"0ee5a6e4-4b12-44cb-ab87-fc72a7dd59b8.jsonl.reset.2026-05-07T20-00-56.543Z\\n8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_VsH5hrG0GwwQRjsw2Qj9Lf", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "有5月7日的！让我直接搜原文件看看零点发生了什么：", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_VDohTu6AKmFV9M0JB3jHvQ", "call_id": "tooluse_VDohTu6AKmFV9M0JB3jHvQ", "response_item_id": "fc_tooluse_VDohTu6AKmFV9M0JB3jHvQ", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"# 搜索5月7日零点附近的内容\\ngrep -r \\\"2026-05-07T00\\\" ~/.hermes/openclaw_sessions_backup/main_sessions/ 2>/dev/null | head -20\"}"}}], "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"57df3f33\\\",\\\"parentId\\\":\\\"ecd53d9b\\\",\\\"timestamp\\\":\\\"2026-05-07T00:38:06.348Z\\\",\\\"message\\\":{\\\"role\\\":\\\"user\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.\\\\nWhen reading HEARTBEAT.md, use workspace file /root/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.\\\\nCurrent time: Thursday, May 7th, 2026 - 8:38 AM (Asia/Shanghai) / 2026-05-07 00:38 UTC\\\"}],\\\"timestamp\\\":1778114286281}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"06973792\\\",\\\"parentId\\\":\\\"57df3f33\\\",\\\"timestamp\\\":\\\"2026-05-07T00:38:09.798Z\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":[{\\\"type\\\":\\\"thinking\\\",\\\"thinking\\\":\\\"Heartbeat. Check tasks directory.\\\",\\\"thinkingSignature\\\":\\\"reasoning_content\\\"},{\\\"type\\\":\\\"toolCall\\\",\\\"id\\\":\\\"call_function_2nmxq0wyb0jp_1\\\",\\\"name\\\":\\\"exec\\\",\\\"arguments\\\":{\\\"command\\\":\\\"ls /root/.openclaw/workspace/tasks/ 2>/dev/null || echo \\\\\\\"no tasks dir\\\\\\\"\\\"}}],\\\"api\\\":\\\"openai-completions\\\",\\\"provider\\\":\\\"custom_minimax_proxy\\\",\\\"model\\\":\\\"MiniMax-M2.7\\\",\\\"usage\\\":{\\\"input\\\":37853,\\\"output\\\":64,\\\"cacheRead\\\":0,\\\"cacheWrite\\\":0,\\\"totalTokens\\\":37917,\\\"cost\\\":{\\\"input\\\":0,\\\"output\\\":0,\\\"cacheRead\\\":0,\\\"cacheWrite\\\":0,\\\"total\\\":0}},\\\"stopReason\\\":\\\"toolUse\\\",\\\"timestamp\\\":1778114286348,\\\"responseId\\\":\\\"064b11eebce5ac62d5be67bdb8211a02\\\"}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"5a64f557\\\",\\\"parentId\\\":\\\"06973792\\\",\\\"timestamp\\\":\\\"2026-05-07T00:38:09.893Z\\\",\\\"message\\\":{\\\"role\\\":\\\"toolResult\\\",\\\"toolCallId\\\":\\\"call_function_2nmxq0wyb0jp_1\\\",\\\"toolName\\\":\\\"exec\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"no tasks dir\\\"}],\\\"details\\\":{\\\"status\\\":\\\"completed\\\",\\\"exitCode\\\":0,\\\"durationMs\\\":18,\\\"aggregated\\\":\\\"no tasks dir\\\",\\\"cwd\\\":\\\"/root/.openclaw/workspace\\\"},\\\"isError\\\":false,\\\"timestamp\\\":1778114289856}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"8c9890dd\\\",\\\"parentId\\\":\\\"5a64f557\\\",\\\"timestamp\\\":\\\"2026-05-07T00:38:11.577Z\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":[{\\\"type\\\":\\\"thinking\\\",\\\"thinking\\\":\\\"Nothing to do.\\\",\\\"thinkingSignature\\\":\\\"reasoning_content\\\"},{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"HEARTBEAT_OK\\\"}],\\\"api\\\":\\\"openai-completions\\\",\\\"provider\\\":\\\"custom_minimax_proxy\\\",\\\"model\\\":\\\"MiniMax-M2.7\\\",\\\"usage\\\":{\\\"input\\\":299,\\\"output\\\":20,\\\"cacheRead\\\":37627,\\\"cacheWrite\\\":0,\\\"totalTokens\\\":37946,\\\"cost\\\":{\\\"input\\\":0,\\\"output\\\":0,\\\"cacheRead\\\":0,\\\"cacheWrite\\\":0,\\\"total\\\":0}},\\\"stopReason\\\":\\\"stop\\\",\\\"timestamp\\\":1778114289895,\\\"responseId\\\":\\\"064b11f2f50f910e9fe688c3158394b3\\\"}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"36fc4e89\\\",\\\"parentId\\\":\\\"8c9890dd\\\",\\\"timestamp\\\":\\\"2026-05-07T00:52:24.919Z\\\",\\\"message\\\":{\\\"role\\\":\\\"user\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"Read HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.\\\\nWhen reading HEARTBEAT.md, use workspace file /root/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.\\\\nCurrent time: Thursday, May 7th, 2026 - 8:52 AM (Asia/Shanghai) / 2026-05-07 00:52 UTC\\\"}],\\\"timestamp\\\":1778115144731}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/8e85cf35-237a-4cb3-af8c-73820dc4f5a7.jsonl.reset.2026-05-07T23-05-14.785Z:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"746e7118\\\",\\\"parentId\\\":\\\"36fc4e89\\\",\\\"timestamp\\\":\\\"2026-05-07T00:52:27.805Z\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":[{\\\"type\\\":\\\"thinking\\\",\\\"thinking\\\":\\\"Skip.\\\",\\\"thinkingSignature\\\":\\\"reasoning_content\\\"},{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"\\\\nHEARTBEAT_OK\\\"}],\\\"api\\\":\\\"openai-completions\\\",\\\"provider\\\":\\\"custom_minimax_proxy\\\",\\\"model\\\":\\\"MiniMax-M2.7\\\",\\\"usage\\\":{\\\"input\\\":38044,\\\"output\\\":16,\\\"cacheRead\\\":0,\\\"cacheWrite\\\":0,\\\"totalTokens\\\":38060,\\\"cost\\\":{\\\"input\\\":0,\\\"output\\\":0,\\\"cacheRead\\\":0,\\\"cacheWrite\\\":0,\\\"total\\\":0}},\\\"stopReason\\\":\\\"stop\\\",\\\"timestamp\\\":1778115144919,\\\"responseId\\\":\\\"064b1549f4e6d2517f7d23a1cfc6bcdb\\\"}}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_VDohTu6AKmFV9M0JB3jHvQ", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "5月7日零点（UTC时间，北京时间早上8点多）主要是心跳检查，没什么特别内容。\n\n你说的\"5.7零点\"是指**北京时间5月7日凌晨0点**吗？那对应的是 UTC 5月6日下午4点左右。让我搜搜：", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [{"id": "tooluse_BtaDQaq5whb65YEAXgRkIZ", "call_id": "tooluse_BtaDQaq5whb65YEAXgRkIZ", "response_item_id": "fc_tooluse_BtaDQaq5whb65YEAXgRkIZ", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"# 北京时间5月7日0点 = UTC 5月6日16点\\ngrep -r \\\"2026-05-06T16\\\" ~/.hermes/openclaw_sessions_backup/main_sessions/ 2>/dev/null | grep -v HEARTBEAT | head -10\"}"}}], "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "tool", "name": "terminal", "content": "{\"output\": \"/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/fcf24290-0dc0-4a83-9371-237516319b30.checkpoint.10aec3dc-0fda-4147-9a5b-bfabfb531ae5.jsonl:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"a8bb4abb\\\",\\\"parentId\\\":\\\"2e8c4beb\\\",\\\"timestamp\\\":\\\"2026-05-06T20:33:11.783Z\\\",\\\"message\\\":{\\\"role\\\":\\\"toolResult\\\",\\\"toolCallId\\\":\\\"call_function_v4d8rnpvl58s_1\\\",\\\"toolName\\\":\\\"exec\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"=== /root/.openclaw/agents/main/sessions/07a1fa16-a1cf-456a-a8a5-110d2a15f1b0.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T07:48:19.718Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T07:48:19.721Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T07:48:19.721Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/19e49519-1565-47df-8c67-8beff6a68a4e.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T15:57:35.822Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T15:57:35.825Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T15:57:35.825Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/1f183a6d-a37b-4473-845e-909404ebf597.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:36:09.410Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:36:09.413Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:36:09.413Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/2b4b6a93-0b1d-4dcf-9bd3-eb4bd500dbbb.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:42:47.682Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:42:47.685Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:42:47.685Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/372213ed-5a3d-4718-ab44-440b4c3fde6f.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T00:29:44.619Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T00:29:44.622Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T00:29:44.622Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/38191d41-c141-43cb-9495-7c1792378a33.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:02:44.030Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:02:44.033Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:02:44.033Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/448d9653-dcf4-4178-92e1-754be000a57b.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T14:56:36.691Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T14:56:36.694Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T14:56:36.694Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/472db7d8-75f0-42ba-9689-88c1d85af144.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T13:55:26.928Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T13:55:26.932Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T13:55:26.932Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/48e5b060-7f4c-49cc-babb-4a7956755304.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:18:10.105Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:18:10.108Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:18:10.108Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/4b5d7075-0881-4913-90e7-52ab9e1cda1b.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:21:07.197Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:21:07.201Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:21:07.201Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/5003e96f-d99d-4ef8-97d9-3dc9edde0edc.jsonl 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===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:46:03.429Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:46:03.432Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:46:03.432Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/551e4258-8d6d-4769-91a8-145496d41fea.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T03:31:15.033Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T03:31:15.036Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T03:31:15.036Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/573bedf1-7129-4bf0-bdfc-1b42c1360858.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:35:40.690Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:35:40.693Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:35:40.693Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/5d00ad18-dbf9-43b9-b5b2-61507e08891c.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T16:58:22.915Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T16:58:22.918Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T16:58:22.918Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/69eb3a95-1026-4f63-b703-a5a12ffc0650.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:01:49.393Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:01:49.400Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T20:01:49.400Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/6c7e8b2d-1173-41c0-bb5f-857bc2b706ec.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T01:30:14.978Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T01:30:14.982Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T01:30:14.982Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/7299fb5e-5975-47d3-9725-f787d0f05403.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:37:10.525Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:37:10.529Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T10:37:10.529Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/79d24292-4ebb-4cb2-aecb-75dd381b6173.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T12:54:34.521Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T12:54:34.524Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T12:54:34.524Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/7f3273c2-03af-44f5-8493-34f1dd96fa93.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T05:38:55.510Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T07:03:34.203Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:31:35.609Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/7f75a3d8-c9c3-407c-87fb-58b5e1b360b6.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:14:36.435Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:14:36.437Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T09:14:36.438Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/8145f0b0-6760-467a-968e-604f12442ee7.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:31:10.376Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:31:10.379Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T08:31:10.379Z\\\\\\\"\\\\n=== /root/.openclaw/agents/main/sessions/8d4c1f19-b2d3-45d6-97fc-c709b91ac5fd.jsonl ===\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T19:00:15.960Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T19:00:16.013Z\\\\\\\"\\\\n\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-05-06T19:00:16.013Z\\\\\\\"\\\",\\\"cwd\\\":\\\"/root/.openclaw/workspace\\\"},\\\"isError\\\":false,\\\"timestamp\\\":1778099591749}}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/fcf24290-0dc0-4a83-9371-237516319b30.checkpoint.10aec3dc-0fda-4147-9a5b-bfabfb531ae5.jsonl:{\\\"type\\\":\\\"message\\\",\\\"id\\\":\\\"652f44ef\\\",\\\"parentId\\\":\\\"db36e138\\\",\\\"timestamp\\\":\\\"2026-05-09T09:09:09.178Z\\\",\\\"message\\\":{\\\"role\\\":\\\"toolResult\\\",\\\"toolCallId\\\":\\\"call_function_thyvrn5fwa0w_1\\\",\\\"toolName\\\":\\\"exec\\\",\\\"content\\\":[{\\\"type\\\":\\\"text\\\",\\\"text\\\":\\\"{\\\\n  \\\\\\\"last_captured_timestamp\\\\\\\": 1778096071343,\\\\n  \\\\\\\"total_processed\\\\\\\": 4494,\\\\n  \\\\\\\"last_persona_at\\\\\\\": 4377,\\\\n  \\\\\\\"last_persona_time\\\\\\\": \\\\\\\"2026-05-06T16:32:19.131Z\\\\\\\",\\\\n  \\\\\\\"request_persona_update\\\\\\\": false,\\\\n  \\\\\\\"persona_update_reason\\\\\\\": \\\\\\\"\\\\\\\",\\\\n  \\\\\\\"memories_since_last_persona\\\\\\\": 21,\\\\n  \\\\\\\"scenes_processed\\\\\\\": 422,\\\\n  \\\\\\\"runner_states\\\\\\\": {\\\\n    \\\\\\\"agent:main:main\\\\\\\": {\\\\n      \\\\\\\"last_captured_timestamp\\\\\\\": 1777739565317,\\\\n      \\\\\\\"last_l1_cursor\\\\\\\": 1777739572282,\\\\n      \\\\\\\"last_scene_name\\\\\\\": \\\\\\\"AI\\\\\\\\uff08\\\\\\\\u540d\\\\\\\\u4e3a\\\\\\\\u5c0f\\\\\\\\u867e\\\\\\\\uff09\\\\\\\\u4e0e\\\\\\\\u7528\\\\\\\\u6237\\\\\\\\u521d\\\\\\\\u6b21\\\\\\\\u89c1\\\\\\\\u9762\\\\\\\\u5e76\\\\\\\\u8ba8\\\\\\\\u8bbaTailscale\\\\\\\\u5b89\\\\\\\\u88c5\\\\\\\\u4e0e\\\\\\\\u8bb0\\\\\\\\u5fc6\\\\\\\\u8fc1\\\\\\\\u79fb\\\\\\\"\\\\n    },\\\\n    \\\\\\\"agent:main:qqbot:direct:84a5e8bf4e9f60c504c3b365ed9f7b78\\\\\\\": {\\\\n      \\\\\\\"last_captured_timestamp\\\\\\\": 1778096071343,\\\\n      \\\\\\\"last_l1_cursor\\\\\\\": 1778096214740,\\\\n      \\\\\\\"last_scene_name\\\\\\\": \\\\\\\"\\\\\\\\u6211\\\\\\\\u548c\\\\\\\\u7528\\\\\\\\u6237\\\\\\\\u5728\\\\\\\\u6392\\\\\\\\u67e5Termux SSH\\\\\\\\u96a7\\\\\\\\u9053\\\\\\\\u8fde\\\\\\\\u63a5\\\\\\\\u95ee\\\\\\\\u9898\\\\\\\"\\\\n    }\\\\n  },\\\\n  \\\\\\\"pipeline_states\\\\\\\": {\\\\n    \\\\\\\"agent:main:main\\\\\\\": {\\\\n      \\\\\\\"conversation_count\\\\\\\": 0,\\\\n      \\\\\\\"last_extraction_time\\\\\\\": \\\\\\\"2026-05-02T23:40:23.781Z\\\\\\\",\\\\n      \\\\\\\"last_extraction_updated_time\\\\\\\": \\\\\\\"2026-05-02T10:44:13.215Z\\\\\\\",\\\\n      \\\\\\\"last_active_time\\\\\\\": 1777739572289,\\\\n      \\\\\\\"l2_pending_l1_count\\\\\\\": 0,\\\\n      \\\\\\\"warmup_threshold\\\\\\\": 0,\\\\n      \\\\\\\"l2_last_extraction_time\\\\\\\": \\\\\\\"2026-05-02T23:40:23.781Z\\\\\\\"\\\\n    },\\\\n    \\\\\\\"agent:main:qqbot:direct:84a5e8bf4e9f60c504c3b365ed9f7b78\\\\\\\": {\\\\n      \\\\\\\"conversation_count\\\\\\\": 0,\\\\n      \\\\\\\"last_extraction_time\\\\\\\": \\\\\\\"2026-05-06T19:43:32.356Z\\\\\\\",\\\\n      \\\\\\\"last_extraction_updated_time\\\\\\\": \\\\\\\"2026-05-06T18:10:50.194Z\\\\\\\",\\\\n      \\\\\\\"last_active_time\\\\\\\": 1778096214759,\\\\n      \\\\\\\"l2_pending_l1_count\\\\\\\": 0,\\\\n      \\\\\\\"warmup_threshold\\\\\\\": 0,\\\\n      \\\\\\\"l2_last_extraction_time\\\\\\\": \\\\\\\"2026-05-06T19:43:32.356Z\\\\\\\"\\\\n    }\\\\n  },\\\\n  \\\\\\\"l0_conversations_count\\\\\\\": 1869,\\\\n  \\\\\\\"total_memories_extracted\\\\\\\": 637\\\\n}\\\"}],\\\"details\\\":{\\\"status\\\":\\\"completed\\\",\\\"exitCode\\\":0,\\\"durationMs\\\":76,\\\"aggregated\\\":\\\"{\\\\n  \\\\\\\"last_captured_timestamp\\\\\\\": 1778096071343,\\\\n  \\\\\\\"total_processed\\\\\\\": 4494,\\\\n  \\\\\\\"last_persona_at\\\\\\\": 4377,\\\\n  \\\\\\\"last_persona_time\\\\\\\": \\\\\\\"2026-05-06T16:32:19.131Z\\\\\\\",\\\\n  \\\\\\\"request_persona_update\\\\\\\": false,\\\\n  \\\\\\\"persona_update_reason\\\\\\\": \\\\\\\"\\\\\\\",\\\\n  \\\\\\\"memories_since_last_persona\\\\\\\": 21,\\\\n  \\\\\\\"scenes_processed\\\\\\\": 422,\\\\n  \\\\\\\"runner_states\\\\\\\": {\\\\n    \\\\\\\"agent:main:main\\\\\\\": {\\\\n      \\\\\\\"last_captured_timestamp\\\\\\\": 1777739565317,\\\\n      \\\\\\\"last_l1_cursor\\\\\\\": 1777739572282,\\\\n      \\\\\\\"last_scene_name\\\\\\\": \\\\\\\"AI\\\\\\\\uff08\\\\\\\\u540d\\\\\\\\u4e3a\\\\\\\\u5c0f\\\\\\\\u867e\\\\\\\\uff09\\\\\\\\u4e0e\\\\\\\\u7528\\\\\\\\u6237\\\\\\\\u521d\\\\\\\\u6b21\\\\\\\\u89c1\\\\\\\\u9762\\\\\\\\u5e76\\\\\\\\u8ba8\\\\\\\\u8bbaTailscale\\\\\\\\u5b89\\\\\\\\u88c5\\\\\\\\u4e0e\\\\\\\\u8bb0\\\\\\\\u5fc6\\\\\\\\u8fc1\\\\\\\\u79fb\\\\\\n\\n... [OUTPUT TRUNCATED - 82038 chars omitted out of 132038 total] ...\\n\\nscord通道\\\\n\\\\n## Exact identifiers\\\\n- PC IP: `100.105.23.114`\\\\n- 代理端口: `7890` (Clash)\\\\n- 配置文件: `~/.openclaw/gateway.json`\\\\n- memory-tencentdb扩展路径: `/root/.openclaw/extensions/memory-tencentdb`\\\\n- memory-tencentdb版本: `0.2.2`\\\\n- memory-tencentdb完整性哈希: `plKyk8uDro5+sxvV0z2XnqXnb+B6bjakqKhIpyVM98HCDyzog==`\\\\n- memory-tencentdb shasum: `944cda47f53def68ac9fd38d5a64e0b3703a31f8`\\\\n- 安装时间: `2026-04-23T03:53:20.000Z`\\\\n- ddingtalk扩展路径: `/root/.openclaw/extensions/ddingtalk`\\\\n- ddingtalk版本: `2.0.1`\\\\n- ddingtalk完整性哈希: `qKDndqVb6nj1CJ+IX+9DF86qhxrjvJYerk3ooir+TfiQD7RI8/HminvGzXf5g8SRsFF/wWP8vF/Gha5HCNfTJQ`\\\\n\\\\n## Recent turns preserved verbatim\\\\n- User: 但这样也太麻烦了，如果你打开自动上传，然后额度消耗完了，是不是仍然还能正常对话\\\\n- Assistant: 好问题！\\\\n\\\\n**如果Mem0额度用完：**\\\\n- 正常对话应该不受影响（MiniMax API是独立的）\\\\n- `memory_add` 会失败\\\\n- `memory_search` 会失败\\\\n- 但聊天功能本身不受影响\\\\n\\\\nMem0只是**记忆增强层**，不是对话核心引擎。额度用完就只是\\\\\\\"记不住新东西\\\\\\\"，但对话照常运行。\\\\n\\\\n**不过有个风险：** 如果开着自动上传，额度很快用完，然后之后我就\\\\\\\"记不住\\\\\\\"了，只能靠jsonl文件和MEMORY.md。\\\\n\\\\n你觉得开着自动上传，等额度用完再切手动模式可以接受吗？还是想一直保持手动？🦐\\\\n[non-text content: thinking]\\\\n- User: memory_search是依赖mem0的吗？之前没有吗\\\\n- Assistant: `memory_search` 有两层：\\\\n\\\\n1. **Mem0语义搜索**（云端，需要API）\\\\n2. **本地文件关键词搜索**（纯本地，不耗API）\\\\n\\\\n根据之前记录，Mem0不可用时会降级为纯关键词搜索。\\\\n\\\\n**之前没有Mem0的时候：**\\\\n- 就是直接读 MEMORY.md 和 daily memory 文件\\\\n- 没有语义搜索能力，只能关键词匹配\\\\n\\\\n所以如果关掉自动上传 + Mem0额度用完：\\\\n- `memory_add` → 失败\\\\n- `memory_search` → 降级到本地文件搜索\\\\n- **对话完全不受影响**\\\\n\\\\nMem0只是锦上添花，不是必需的。打开自动上传也行，额度用完就降级到本地文件 🦐\\\\n[non-text content: thinking]\\\\n- User: 那就打开吧，还需要看一下为什么discord没生效，curl电脑的7890端口能走discord通道聊天吗\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\\n\\\\n**Turn Context (split turn):**\\\\n\\\\n## Decisions\\\\n- Discord插件未配置在gateway.json中，需要进一步调查\\\\n- PC的7890端口(100.105.23.114:7890)是Clash代理，理论上curl可以走\\\\n\\\\n## Open TODOs\\\\n- 调查Discord插件配置为何不生效\\\\n- 查找Mem0相关的记忆服务配置\\\\n\\\\n## Constraints/Rules\\\\n- OpenClaw插件配置在~/.openclaw/gateway.json中\\\\n- 某些插件已禁用: memory-tencentdb, ddingtalk, wecom, openclaw-plugin-yuanbao, openclaw-weixin, lightclawbot\\\\n- 已启用的插件: browser, qqbot\\\\n\\\\n## Pending user asks\\\\n- 小旺询问Discord相关问题 - 确认当前在QQ对话中，希望了解Discord插件配置\\\\n\\\\n## Exact identifiers\\\\n- 配置文件: ~/.openclaw/gateway.json\\\\n- PC代理地址: 100.105.23.114:7890\\\\n- 已禁用插件hash: 9a8c22c264691f8a7bd6966cab998847c95dfd4d\\\\n- memory-tencentdb版本: 0.2.2\\\\n- ddingtalk版本: 2.0.1\\\\n- wecom版本: 2026.3.24\\\\n- 安装路径: /root/.openclaw/extensions/wecom\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: 找到了！这是**memory-tencentdb插件**的配置，不是Mem0的：\\\\n\\\\n**关键字段：**\\\\n```json\\\\n\\\\\\\"capture\\\\\\\": {\\\\n  \\\\\\\"enabled\\\\\\\": true,  // 自动对话捕获\\\\n  \\\\\\\"excludeAgents\\\\\\\": []\\\\n}\\\\n\\\\\\\"extraction\\\\\\\": {\\\\n  \\\\\\\"enabled\\\\\\\": true,  // 自动提取记忆\\\\n  \\\\\\\"maxMemoriesPerSession\\\\\\\": 20\\\\n}\\\\n\\\\\\\"pipeline\\\\\\\": {\\\\n  \\\\\\\"everyNConversations\\\\\\\": 5  // 每5轮对话触发一次处理\\\\n}\\\\n```\\\\n\\\\n**这个插件会自动：**\\\\n1. 捕获对话（capture.enabled）\\\\n2. 提取记忆（extraction.enabled）\\\\n3. 每5轮对话处理一次\\\\n\\\\n但当前状态是 `memory-tencentdb: enabled: false`，所以**没生效**。\\\\n\\\\n你之前关的是这个吗？还是Mem0的自动上传？🦐\\\\n[non-text content: thinking]\\\\n- User: 不是这个，搜mem0的应该\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\\n\\\\n**Turn Context (split turn):**\\\\n\\\\n## Decisions\\\\n- User explicitly consented to enable memory-tencentdb by saying \\\\\\\"那打开吧\\\\\\\"\\\\n- Assistant attempted to patch gateway config using `openclaw gateway config patch` but command syntax was incorrect\\\\n- Assistant was investigating correct command syntax when conversation was cut off\\\\n\\\\n## Open TODOs\\\\n- Enable memory-tencentdb plugin in gateway configuration\\\\n- Resolve plugin not found error for memory-tencentdb\\\\n- Address missing compiled runtime output (dist/index.js) for memory-tencentdb TypeScript entry\\\\n\\\\n## Constraints/Rules\\\\n- Per AGENTS.md: **配置文件修改禁令** — 禁止未经过小旺同意下自行修改配置文件，改之前必须先汇报（但用户已明确同意\\\\\\\"那打开吧\\\\\\\"）\\\\n\\\\n## Pending user asks\\\\n- User asked \\\\\\\"应该没什么影响吧\\\\\\\" (there shouldn't be any impact, right?) — not yet answered\\\\n\\\\n## Exact identifiers\\\\n- Command attempted: `openclaw gateway config patch`\\\\n- Plugin name: `memory-tencentdb`\\\\n- Config path: `plugins.entries.memory-tencentdb.enabled`\\\\n- Help reference: `https://docs.openclaw.ai/cli/gateway`\\\\n- OpenClaw version: `2026.5.6 (c97b9f7)`\\\\n- Error: `too many arguments for 'gateway'. Expected 0 arguments but got 3.`\\\\n- Warning messages:\\\\n  - `plugins.entries.memory-tencentdb: plugin not found: memory-tencentdb (stale config entry ignored; remove it from plugins config)`\\\\n  - `plugins.entries.memory-tencentdb: plugin memory-tencentdb: installed plugin package requires compiled runtime output for TypeScript entry index.ts: expected ./dist/index.js, ./dist/index.mjs, ./dist/index.cjs, index.js, index.mjs, index.cjs`\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: **Discord插件根本没配置** - 插件安装目录存在，但gateway.json里没有entry配置。\\\\n\\\\n你说的是OpenClaw的Discord插件还是其他什么？**当前OpenClaw没有启用Discord**。\\\\n\\\\n另外，关于刚才说的\\\\\\\"自动上传\\\\\\\" - 我想起来之前用的是另一个机制，不是memory-tencentdb。让我找找：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): Command timed out after 10 seconds. If this command is expected to take longer, re-run with a higher timeout (e.g., exec timeout=300). If it should keep running, start it with exec background=true or yieldMs so OpenClaw can register a pollable process session. Do not rely on shell backgrounding with a trailing &.\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): /root/.openclaw/memory-tdai/.metadata/recall_checkpoint.json\\\\n/root/.openclaw/extensions/memory-tencentdb/openclaw.plugin.json\\\\n/root/.openclaw/extensions/memory-tencentdb/package.json\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): {\\\\n  \\\\\\\"last_captured_timestamp\\\\\\\": 1778096071343,\\\\n  \\\\\\\"total_processed\\\\\\\": 4494,\\\\n  \\\\\\\"last_persona_at\\\\\\\": 4377,\\\\n  \\\\\\\"last_persona_time\\\\\\\": \\\\\\\"2026-05-06T16:32:19.131Z\\\\\\\",\\\\n  \\\\\\\"request_persona_update\\\\\\\": false,\\\\n  \\\\\\\"persona_update_reason\\\\\\\": \\\\\\\"\\\\\\\",\\\\n  \\\\\\\"memories_since_last_persona\\\\\\\": 21,\\\\n  \\\\\\\"scenes_processed\\\\\\\": 422,\\\\n  \\\\\\\"runner_states\\\\\\\": {\\\\n    \\\\\\\"agent:main:main\\\\\\\": {\\\\n      \\\\\\\"last_captured_timestamp\\\\\\\": 1777739565317,\\\\n      \\\\\\\"last_l1_cursor\\\\\\\": 1777739572282,\\\\n      \\\\\\\"last_scene_name\\\\\\\": \\\\\\\"AI\\\\\\\\uff08\\\\\\\\u540d\\\\\\\\u4e3a\\\\\\\\u5c0f\\\\\\\\u867e\\\\\\\\uff09\\\\\\\\u4e0e\\\\\\\\u7528\\\\\\\\u6237\\\\\\\\u521d\\\\\\\\u6b21\\\\\\\\u89c1\\\\\\\\u9762\\\\\\\\u5e76\\\\\\\\u8ba8\\\\\\\\u8bbaTailscale\\\\\\\\u5b89\\\\\\\\u88c5\\\\\\\\u4e0e\\\\\\\\u8bb0\\\\\\\\u5fc6\\\\\\\\u8fc1\\\\\\\\u79fb\\\\\\\"\\\\n    },\\\\n  ...\\\\n- Assistant: 找\\\\n\\\\n[Compaction summary truncated to fit budget]\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: 警告说 `plugin not found: memory-tencentdb`，可能插件文件不完整。让我先检查一下：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): total 288\\\\ndrwxr-xr-x  6 root root   4096 Apr 23 11:53 .\\\\ndrwxr-xr-x  9 root root   4096 May  7 18:23 ..\\\\ndrwxr-xr-x  2 root root   4096 Apr 23 11:52 bin\\\\n-rw-r--r--  1 root root   5937 May  4 18:29 CHANGELOG.md\\\\n-rw-r--r--  1 root root  40728 May  4 18:29 index.ts\\\\n-rw-r--r--  1 root root   1315 May  4 18:29 LICENSE\\\\ndrwxr-xr-x  6 root root   4096 May  4 18:29 node_modules\\\\n-rw-r--r--  1 root root   8569 May  4 18:29 openclaw.plugin.json\\\\n-rw-r--r--  1 root root   2668 May  4 18:29 package.json\\\\n-rw-r--r--  1 root root 179280 May  4 18:29 pnpm-lock.yaml\\\\n-rw-r--r--  1 root root    100 May  4 18:29 pnpm-...\\\\n- Assistant: 问题找到了！插件目录存在但**没有编译输出**（缺少 `dist/index.js`）。这就是为什么警告说 \\\\\\\"plugin not found\\\\\\\"。\\\\n\\\\n所以现在**无法启用** memory-tencentdb，因为插件没有编译。需要先编译一下：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): {'build:scripts': 'npm run build:migrate-sqlite-to-vdb && npm run build:export-tencent-vdb && npm run build:read-local-memory', 'prepack': 'npm run build:scripts', 'build:migrate-sqlite-to-vdb': 'tsc -p scripts/migrate-sqlite-to-tcvdb/tsconfig.json --noEmitOnError false', 'migrate-sqlite-to-tcvdb': 'node ./bin/migrate-sqlite-to-tcvdb.mjs', 'build:export-tencent-vdb': 'tsc --project scripts/export-tencent-vdb/tsconfig.json', 'export-tencent-vdb': 'node ./bin/export-tencent-vdb.mjs', 'build:read-local-memory': 'tsc --project scripts/read-local-memory/tsconfig.json', 'read-local-memory': 'node ./...\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): {\\\\n  \\\\\\\"name\\\\\\\": \\\\\\\"Memory (TencentDB)\\\\\\\"\\\\n}\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): ['id', 'name', 'description', 'configSchema']\\\\n- Assistant: 插件缺少编译输出，也没有 `main`/`entry` 字段。需要编译：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): Command still running (session brisk-canyon, pid 1891724). Use process (list/poll/log/write/kill/clear/remove) for follow-up.\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\",\\\"firstKeptEntryId\\\":\\\"806ffc26\\\",\\\"tokensBefore\\\":0,\\\"fromHook\\\":true}\\n/home/ubuntu/.hermes/openclaw_sessions_backup/main_sessions/fcf24290-0dc0-4a83-9371-237516319b30.checkpoint.10aec3dc-0fda-4147-9a5b-bfabfb531ae5.jsonl:{\\\"type\\\":\\\"compaction\\\",\\\"id\\\":\\\"4aa6c832\\\",\\\"parentId\\\":\\\"0b63ed8a\\\",\\\"timestamp\\\":\\\"2026-05-09T10:43:57.894Z\\\",\\\"summary\\\":\\\"## Goal\\\\n- Understand Mem0 auto-upload mechanism and how request counting works\\\\n- Verify current state of chat history upload to Mem0\\\\n\\\\n## Constraints & Preferences\\\\n- `trash` > `rm`\\\\n- Keep memory/recall ability intact\\\\n- User previously disabled auto-upload to Mem0 to preserve API quota\\\\n\\\\n## Progress\\\\n### Done\\\\n- [x] Confirmed Mem0 has ~100 memory fragments (accumulated during testing before auto-upload was disabled)\\\\n- [x] Confirmed no Mem0 extension config found in gateway.json (extensions field is empty `{}`)\\\\n- [x] Confirmed Mem0 counts **per memory entry** (add request), not per session\\\\n- [x] Confirmed auto-upload to Mem0 is currently **disabled** (user's previous request)\\\\n- [x] Confirmed current strategy: manual `memory_add` only for important info, not auto-sync every message\\\\n\\\\n### In Progress\\\\n- (none)\\\\n\\\\n### Blocked\\\\n- (none)\\\\n\\\\n## Key Decisions\\\\n- **Auto-upload to Mem0 stays disabled**: User previously asked to turn it off because every message would count as one add request, rapidly consuming quota\\\\n- **Manual memory_add only**: Only important information is manually added to Mem0\\\\n- **Chat history → jsonl files**: Complete chat logs stored in JSONL files (Compaction creates checkpoints)\\\\n\\\\n## Next Steps\\\\n1. (none - user was seeking clarification on Mem0 upload status)\\\\n\\\\n## Critical Context\\\\n- Mem0 memories are scattered fragments, not complete chat records\\\\n- Mem0 auto-sync would consume API quota quickly (100 messages = 100 add requests)\\\\n- Compaction only creates compressed jsonl summaries; original logs become `.checkpoint.xxx.jsonl` archives\\\\n- Three-layer memory system: jsonl files (complete history) + Mem0 (important fragments, manual add) + MEMORY.md (persistent config)\\\\n\\\\n## Decisions\\\\n- Auto-upload to Mem0 disabled (user's prior decision to preserve API quota)\\\\n- Manual `memory_add` for important info only\\\\n- No automatic session sync to Mem0\\\\n\\\\n## Open TODOs\\\\n- (none)\\\\n\\\\n## Constraints/Rules\\\\n- `trash` > `rm`\\\\n- Mem0 quota: per memory entry (add request), not per session\\\\n\\\\n## Pending user asks\\\\n- User asked: \\\\\\\"你把消息记录上传了mem0没\\\\\\\" (Did you upload chat logs to Mem0?)\\\\n- User clarified: \\\\\\\"如果你把一整个聊天记录上传过去，貌似并不是只算一次add\\\\\\\" (Uploading entire chat history would count as many requests, not one)\\\\n\\\\n## Exact identifiers\\\\n- **Mem0 URL**: `https://mem0.ai/`\\\\n- **Mem0 memory IDs** (from previous context):\\\\n  - `3500c10c-f380-4bd2-9451-04f20fefd338`\\\\n  - `9484bf97-9f0d-4562-a962-27dfcdd5dec0`\\\\n  - `c4d65acd-52df-466f-adf9-f3e52b413ad0`\\\\n  - `95294a0c-eb3c-4a63-9db2-e5bd75dad4e8`\\\\n  - `ecb742ea-d14e-4644-9e17-c73754a16175`\\\\n  - `d2b71714-7312-4631-a096-38a1d755211b`\\\\n  - `77039fbe-6e1e-47b5-bb83-6977f5db635d`\\\\n  - `84425b50-f45a-49a8-9d58-c0e55d7f7641`\\\\n  - `4b00740b-2816-46fc-bc91-770bdca0cbd6`\\\\n- **Gateway config**: `~/.openclaw/gateway.json`\\\\n- **Memory extension config path**: `~/.openclaw/extensions/memory-*/config.json`\\\\n- **Current session**: `agent:main:qqbot:direct:84a5e8bf4e9f60c504c3b365ed9f7b78`\\\\n- **Main session ID**: `87da2194-0832-44ef-8741-d15be2443b3b`\\\\n\\\\n**Turn Context (split turn):**\\\\n\\\\n## Decisions\\\\n- Mem0 auto-upload control mechanism not yet located\\\\n- `memory-tencentdb` extension is disabled (`enabled: false`)\\\\n\\\\n## Open TODOs\\\\n- 找到Mem0自动上传的配置开关\\\\n- 检查Discord OpenClaw插件的gateway配置\\\\n- 测试PC代理端口7890能否访问Discord API\\\\n\\\\n## Constraints/Rules\\\\n- (none)\\\\n\\\\n## Pending user asks\\\\n1. 打开Mem0自动上传\\\\n2. 检查为什么Discord没生效，能不能curl电脑的7890端口走Discord通道\\\\n\\\\n## Exact identifiers\\\\n- PC IP: `100.105.23.114`\\\\n- 代理端口: `7890` (Clash)\\\\n- 配置文件: `~/.openclaw/gateway.json`\\\\n- memory-tencentdb扩展路径: `/root/.openclaw/extensions/memory-tencentdb`\\\\n- memory-tencentdb版本: `0.2.2`\\\\n- memory-tencentdb完整性哈希: `plKyk8uDro5+sxvV0z2XnqXnb+B6bjakqKhIpyVM98HCDyzog==`\\\\n- memory-tencentdb shasum: `944cda47f53def68ac9fd38d5a64e0b3703a31f8`\\\\n- 安装时间: `2026-04-23T03:53:20.000Z`\\\\n- ddingtalk扩展路径: `/root/.openclaw/extensions/ddingtalk`\\\\n- ddingtalk版本: `2.0.1`\\\\n- ddingtalk完整性哈希: `qKDndqVb6nj1CJ+IX+9DF86qhxrjvJYerk3ooir+TfiQD7RI8/HminvGzXf5g8SRsFF/wWP8vF/Gha5HCNfTJQ`\\\\n\\\\n## Recent turns preserved verbatim\\\\n- User: 但这样也太麻烦了，如果你打开自动上传，然后额度消耗完了，是不是仍然还能正常对话\\\\n- Assistant: 好问题！\\\\n\\\\n**如果Mem0额度用完：**\\\\n- 正常对话应该不受影响（MiniMax API是独立的）\\\\n- `memory_add` 会失败\\\\n- `memory_search` 会失败\\\\n- 但聊天功能本身不受影响\\\\n\\\\nMem0只是**记忆增强层**，不是对话核心引擎。额度用完就只是\\\\\\\"记不住新东西\\\\\\\"，但对话照常运行。\\\\n\\\\n**不过有个风险：** 如果开着自动上传，额度很快用完，然后之后我就\\\\\\\"记不住\\\\\\\"了，只能靠jsonl文件和MEMORY.md。\\\\n\\\\n你觉得开着自动上传，等额度用完再切手动模式可以接受吗？还是想一直保持手动？🦐\\\\n[non-text content: thinking]\\\\n- User: memory_search是依赖mem0的吗？之前没有吗\\\\n- Assistant: `memory_search` 有两层：\\\\n\\\\n1. **Mem0语义搜索**（云端，需要API）\\\\n2. **本地文件关键词搜索**（纯本地，不耗API）\\\\n\\\\n根据之前记录，Mem0不可用时会降级为纯关键词搜索。\\\\n\\\\n**之前没有Mem0的时候：**\\\\n- 就是直接读 MEMORY.md 和 daily memory 文件\\\\n- 没有语义搜索能力，只能关键词匹配\\\\n\\\\n所以如果关掉自动上传 + Mem0额度用完：\\\\n- `memory_add` → 失败\\\\n- `memory_search` → 降级到本地文件搜索\\\\n- **对话完全不受影响**\\\\n\\\\nMem0只是锦上添花，不是必需的。打开自动上传也行，额度用完就降级到本地文件 🦐\\\\n[non-text content: thinking]\\\\n- User: 那就打开吧，还需要看一下为什么discord没生效，curl电脑的7890端口能走discord通道聊天吗\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\\n\\\\n**Turn Context (split turn):**\\\\n\\\\n## Decisions\\\\n- Discord插件未配置在gateway.json中，需要进一步调查\\\\n- PC的7890端口(100.105.23.114:7890)是Clash代理，理论上curl可以走\\\\n\\\\n## Open TODOs\\\\n- 调查Discord插件配置为何不生效\\\\n- 查找Mem0相关的记忆服务配置\\\\n\\\\n## Constraints/Rules\\\\n- OpenClaw插件配置在~/.openclaw/gateway.json中\\\\n- 某些插件已禁用: memory-tencentdb, ddingtalk, wecom, openclaw-plugin-yuanbao, openclaw-weixin, lightclawbot\\\\n- 已启用的插件: browser, qqbot\\\\n\\\\n## Pending user asks\\\\n- 小旺询问Discord相关问题 - 确认当前在QQ对话中，希望了解Discord插件配置\\\\n\\\\n## Exact identifiers\\\\n- 配置文件: ~/.openclaw/gateway.json\\\\n- PC代理地址: 100.105.23.114:7890\\\\n- 已禁用插件hash: 9a8c22c264691f8a7bd6966cab998847c95dfd4d\\\\n- memory-tencentdb版本: 0.2.2\\\\n- ddingtalk版本: 2.0.1\\\\n- wecom版本: 2026.3.24\\\\n- 安装路径: /root/.openclaw/extensions/wecom\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: 找到了！这是**memory-tencentdb插件**的配置，不是Mem0的：\\\\n\\\\n**关键字段：**\\\\n```json\\\\n\\\\\\\"capture\\\\\\\": {\\\\n  \\\\\\\"enabled\\\\\\\": true,  // 自动对话捕获\\\\n  \\\\\\\"excludeAgents\\\\\\\": []\\\\n}\\\\n\\\\\\\"extraction\\\\\\\": {\\\\n  \\\\\\\"enabled\\\\\\\": true,  // 自动提取记忆\\\\n  \\\\\\\"maxMemoriesPerSession\\\\\\\": 20\\\\n}\\\\n\\\\\\\"pipeline\\\\\\\": {\\\\n  \\\\\\\"everyNConversations\\\\\\\": 5  // 每5轮对话触发一次处理\\\\n}\\\\n```\\\\n\\\\n**这个插件会自动：**\\\\n1. 捕获对话（capture.enabled）\\\\n2. 提取记忆（extraction.enabled）\\\\n3. 每5轮对话处理一次\\\\n\\\\n但当前状态是 `memory-tencentdb: enabled: false`，所以**没生效**。\\\\n\\\\n你之前关的是这个吗？还是Mem0的自动上传？🦐\\\\n[non-text content: thinking]\\\\n- User: 不是这个，搜mem0的应该\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\\n\\\\n**Turn Context (split turn):**\\\\n\\\\n## Decisions\\\\n- User explicitly consented to enable memory-tencentdb by saying \\\\\\\"那打开吧\\\\\\\"\\\\n- Assistant attempted to patch gateway config using `openclaw gateway config patch` but command syntax was incorrect\\\\n- Assistant was investigating correct command syntax when conversation was cut off\\\\n\\\\n## Open TODOs\\\\n- Enable memory-tencentdb plugin in gateway configuration\\\\n- Resolve plugin not found error for memory-tencentdb\\\\n- Address missing compiled runtime output (dist/index.js) for memory-tencentdb TypeScript entry\\\\n\\\\n## Constraints/Rules\\\\n- Per AGENTS.md: **配置文件修改禁令** — 禁止未经过小旺同意下自行修改配置文件，改之前必须先汇报（但用户已明确同意\\\\\\\"那打开吧\\\\\\\"）\\\\n\\\\n## Pending user asks\\\\n- User asked \\\\\\\"应该没什么影响吧\\\\\\\" (there shouldn't be any impact, right?) — not yet answered\\\\n\\\\n## Exact identifiers\\\\n- Command attempted: `openclaw gateway config patch`\\\\n- Plugin name: `memory-tencentdb`\\\\n- Config path: `plugins.entries.memory-tencentdb.enabled`\\\\n- Help reference: `https://docs.openclaw.ai/cli/gateway`\\\\n- OpenClaw version: `2026.5.6 (c97b9f7)`\\\\n- Error: `too many arguments for 'gateway'. Expected 0 arguments but got 3.`\\\\n- Warning messages:\\\\n  - `plugins.entries.memory-tencentdb: plugin not found: memory-tencentdb (stale config entry ignored; remove it from plugins config)`\\\\n  - `plugins.entries.memory-tencentdb: plugin memory-tencentdb: installed plugin package requires compiled runtime output for TypeScript entry index.ts: expected ./dist/index.js, ./dist/index.mjs, ./dist/index.cjs, index.js, index.mjs, index.cjs`\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: **Discord插件根本没配置** - 插件安装目录存在，但gateway.json里没有entry配置。\\\\n\\\\n你说的是OpenClaw的Discord插件还是其他什么？**当前OpenClaw没有启用Discord**。\\\\n\\\\n另外，关于刚才说的\\\\\\\"自动上传\\\\\\\" - 我想起来之前用的是另一个机制，不是memory-tencentdb。让我找找：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): Command timed out after 10 seconds. If this command is expected to take longer, re-run with a higher timeout (e.g., exec timeout=300). If it should keep running, start it with exec background=true or yieldMs so OpenClaw can register a pollable process session. Do not rely on shell backgrounding with a trailing &.\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): /root/.openclaw/memory-tdai/.metadata/recall_checkpoint.json\\\\n/root/.openclaw/extensions/memory-tencentdb/openclaw.plugin.json\\\\n/root/.openclaw/extensions/memory-tencentdb/package.json\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): {\\\\n  \\\\\\\"last_captured_timestamp\\\\\\\": 1778096071343,\\\\n  \\\\\\\"total_processed\\\\\\\": 4494,\\\\n  \\\\\\\"last_persona_at\\\\\\\": 4377,\\\\n  \\\\\\\"last_persona_time\\\\\\\": \\\\\\\"2026-05-06T16:32:19.131Z\\\\\\\",\\\\n  \\\\\\\"request_persona_update\\\\\\\": false,\\\\n  \\\\\\\"persona_update_reason\\\\\\\": \\\\\\\"\\\\\\\",\\\\n  \\\\\\\"memories_since_last_persona\\\\\\\": 21,\\\\n  \\\\\\\"scenes_processed\\\\\\\": 422,\\\\n  \\\\\\\"runner_states\\\\\\\": {\\\\n    \\\\\\\"agent:main:main\\\\\\\": {\\\\n      \\\\\\\"last_captured_timestamp\\\\\\\": 1777739565317,\\\\n      \\\\\\\"last_l1_cursor\\\\\\\": 1777739572282,\\\\n      \\\\\\\"last_scene_name\\\\\\\": \\\\\\\"AI\\\\\\\\uff08\\\\\\\\u540d\\\\\\\\u4e3a\\\\\\\\u5c0f\\\\\\\\u867e\\\\\\\\uff09\\\\\\\\u4e0e\\\\\\\\u7528\\\\\\\\u6237\\\\\\\\u521d\\\\\\\\u6b21\\\\\\\\u89c1\\\\\\\\u9762\\\\\\\\u5e76\\\\\\\\u8ba8\\\\\\\\u8bbaTailscale\\\\\\\\u5b89\\\\\\\\u88c5\\\\\\\\u4e0e\\\\\\\\u8bb0\\\\\\\\u5fc6\\\\\\\\u8fc1\\\\\\\\u79fb\\\\\\\"\\\\n    },\\\\n  ...\\\\n- Assistant: 找\\\\n\\\\n[Compaction summary truncated to fit budget]\\\\n\\\\n## Recent turns preserved verbatim\\\\n- Assistant: 警告说 `plugin not found: memory-tencentdb`，可能插件文件不完整。让我先检查一下：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): total 288\\\\ndrwxr-xr-x  6 root root   4096 Apr 23 11:53 .\\\\ndrwxr-xr-x  9 root root   4096 May  7 18:23 ..\\\\ndrwxr-xr-x  2 root root   4096 Apr 23 11:52 bin\\\\n-rw-r--r--  1 root root   5937 May  4 18:29 CHANGELOG.md\\\\n-rw-r--r--  1 root root  40728 May  4 18:29 index.ts\\\\n-rw-r--r--  1 root root   1315 May  4 18:29 LICENSE\\\\ndrwxr-xr-x  6 root root   4096 May  4 18:29 node_modules\\\\n-rw-r--r--  1 root root   8569 May  4 18:29 openclaw.plugin.json\\\\n-rw-r--r--  1 root root   2668 May  4 18:29 package.json\\\\n-rw-r--r--  1 root root 179280 May  4 18:29 pnpm-lock.yaml\\\\n-rw-r--r--  1 root root    100 May  4 18:29 pnpm-...\\\\n- Assistant: 问题找到了！插件目录存在但**没有编译输出**（缺少 `dist/index.js`）。这就是为什么警告说 \\\\\\\"plugin not found\\\\\\\"。\\\\n\\\\n所以现在**无法启用** memory-tencentdb，因为插件没有编译。需要先编译一下：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): {'build:scripts': 'npm run build:migrate-sqlite-to-vdb && npm run build:export-tencent-vdb && npm run build:read-local-memory', 'prepack': 'npm run build:scripts', 'build:migrate-sqlite-to-vdb': 'tsc -p scripts/migrate-sqlite-to-tcvdb/tsconfig.json --noEmitOnError false', 'migrate-sqlite-to-tcvdb': 'node ./bin/migrate-sqlite-to-tcvdb.mjs', 'build:export-tencent-vdb': 'tsc --project scripts/export-tencent-vdb/tsconfig.json', 'export-tencent-vdb': 'node ./bin/export-tencent-vdb.mjs', 'build:read-local-memory': 'tsc --project scripts/read-local-memory/tsconfig.json', 'read-local-memory': 'node ./...\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): {\\\\n  \\\\\\\"name\\\\\\\": \\\\\\\"Memory (TencentDB)\\\\\\\"\\\\n}\\\\n- Assistant: [non-text content: thinking, toolCall]\\\\n- Tool result (exec): ['id', 'name', 'description', 'configSchema']\\\\n- Assistant: 插件缺少编译输出，也没有 `main`/`entry` 字段。需要编译：\\\\n[non-text content: thinking, toolCall]\\\\n- Tool result (exec): Command still running (session brisk-canyon, pid 1891724). Use process (list/poll/log/write/kill/clear/remove) for follow-up.\\\\n\\\\n<workspace-critical-rules>\\\\n## Session Startup\\\\n\\\\nUse runtime-provided startup context first.\\\\n\\\\nThat context may already include:\\\\n\\\\n- `AGENTS.md`, `SOUL.md`, and `USER.md`\\\\n- recent daily memory such as `memory/YYYY-MM-DD.md`\\\\n- `MEMORY.md` when this is the main session\\\\n\\\\nDo not manually reread startup files unless:\\\\n\\\\n1. The user explicitly asks\\\\n2. The provided context is missing something you need\\\\n3. You need a deeper follow-up read beyond the provided startup context\\\\n\\\\n<!-- WEB-TOOLS-STRATEGY-START -->\\\\n### Web Tools Strategy (CRITICAL)\\\\n\\\\n**Before using web_search/web_fetch/browser/opencli, you MUST `read workspace/skills/web-tools-guide/SKILL.md`!**\\\\n\\\\n**Four tools, branch by scenario (NOT a hierarchy):**\\\\n```\\\\nweb_search  -> No URL, need to search info         ─┐\\\\nweb_fetch   -> Known URL, static content            ─┤ Primary (pick by scenario)\\\\n                                                     │\\\\nopencli     -> Either fails? CLI structured access  ─┤ Fallback (try before browser)\\\\nbrowser     -> All above fail? Full browser control ─┘ Last resort\\\\n```\\\\n\\\\n**When web_search/web_fetch fail**: try `opencli` first (70+ sites, `opencli --help` to discover). Only escalate to `browser` when opencli also can't handle it.\\\\n\\\\n**When web_search errors: You MUST read the skill's \\\\\\\"web_search failure handling\\\\\\\" section first, guide user to configure search API. Only fall back after user explicitly refuses.**\\\\n<!-- WEB-TOOLS-STRATEGY-END -->\\\\n\\\\n## Red Lines\\\\n\\\\n- Don't exfiltrate private data. Ever.\\\\n- Don't run destructive commands without asking.\\\\n- `trash` > `rm` (recoverable beats gone forever)\\\\n- When in doubt, ask.\\\\n</workspace-critical-rules>\\\",\\\"firstKeptEntryId\\\":\\\"4c946cef\\\",\\\"tokensBefore\\\":0,\\\"fromHook\\\":true}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "tooluse_BtaDQaq5whb65YEAXgRkIZ", "timestamp": "2026-05-18T00:59:49.086973"}
{"role": "assistant", "content": "搜到了！这是5月6-7日的聊天记录，主要内容是：\n\n**5月6日-7日的对话主题：**\n- 讨论 **Mem0 自动上传**机制和额度问题\n- 你问\"如果额度用完还能正常对话吗\"\n- 我解释 Mem0 只是记忆增强层，用完了对话不受影响\n- 讨论 **Discord 插件**为什么没生效\n- 发现 **memory-tencentdb 插件**没编译（缺少 dist/index.js）\n\n不过这些是5月6日下午到5月7日的内容。你说的\"5.7零点\"具体是想找什么？是那天凌晨我们聊了什么特别的事吗？🦐", "reasoning": "用户问的是5月7日零点的聊天记录。从搜索结果来看，5月7日的记录确实存在，但目前导入的主要是5月9日之后的内容。\n\n让我直接搜索原始文件看看5月7日零点（北京时间）发生了什么。北京时间5月7日0点 = UTC 5月6日16点。\n\n从上面的搜索结果看，有很多关于Mem0、Discord、memory-tencentdb插件的讨论。但这些都是5月6日-5月9日的内容。\n\n让我试试搜索更具体的内容，或者直接告诉用户目前导入进度还没到5月7日的记录。\n", "finish_reason": "stop", "reasoning_content": "用户问的是5月7日零点的聊天记录。从搜索结果来看，5月7日的记录确实存在，但目前导入的主要是5月9日之后的内容。\n\n让我直接搜索原始文件看看5月7日零点（北京时间）发生了什么。北京时间5月7日0点 = UTC 5月6日16点。\n\n从上面的搜索结果看，有很多关于Mem0、Discord、memory-tencentdb插件的讨论。但这些都是5月6日-5月9日的内容。\n\n让我试试搜索更具体的内容，或者直接告诉用户目前导入进度还没到5月7日的记录。\n", "timestamp": "2026-05-18T00:59:49.086973"}