Output: {"stdout": "/root/vault/obsidian_vault/obsidian/Documents/obsidian:\ntotal 2732\ndrwxr-xr-x 22 root root    4096 Mar 17 19:42 .\ndrwxr-xr-x  4 root root     166 Mar  3 13:08 ..\n-rw-r--r--  1 root root       0 Mar  4 15:21 2026-03-03.md\ndrwxr-xr-x  2 root root     183 Mar  3 13:05 accounts\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 AI\n-rw-r--r--  1 root root     192 Mar 19 11:14 AI.md\ndrwxr-xr-x  9 root root    8192 Mar  3 13:05 AppleNotes\ndrwxr-xr-x  2 root root    4096 Mar  4 16:01 Article\ndrwxr-xr-x  2 root root    8192 Mar  3 13:05 attachments\ndrwxr-xr-x  3 root root    4096 Mar 17 19:42 auto_report\ndrwxr-xr-x  6 root root     184 Mar 17 19:42 CLAW\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 Clippings\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 daily\n-rw-r--r--  1 root root    7642 Mar  3 16:26 DRAFT.md\ndrwxr-xr-x  2 root root     142 Mar  3 13:05 feelings\n-rw-r--r--  1 root root 1328257 Mar  3 13:06 IMG_0883.png\n-rw-r--r--  1 root root 1196690 Mar  3 13:06 IMG_0884.png\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 md\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 notes\ndrwxr-xr-x  3 root root      23 Mar  3 13:02 obsidian\n-rw-r--r--  1 root root  157852 Mar  3 13:04 Pasted image 20260115100609.png\n-rw-r--r--  1 root root    7120 Mar  3 13:04 Pasted image 20260204175955.png\ndrwxr-xr-x  2 root root      30 Mar  3 13:03 presentation-workspace\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 zhihu\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 \u5de5\u4f5c\u8bb0\u5f55\ndrwxr-xr-x  2 root root     120 Mar  3 13:04 \u5f55\u97f3\u8bb0\u5f55\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u5fc5\u5907\u77e5\u8bc6\n-rw-r--r--  1 root root     151 Mar  3 13:06 \u6587\u4ef6\u6811.base\n-rw-r--r--  1 root root     151 Mar 19 11:14 \u672a\u547d\u540d.base\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u79c1\u4eba\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u82f1\u8bed\u5b66\u4e60\n\n/root/vault/obsidian_vault/obsidian/Documents/obsidian/accounts:\ntotal 36\ndrwxr-xr-x  2 root root  183 Mar  3 13:05 .\ndrwxr-xr-x 22 root root 4096 Mar 17 19:42 ..\n-rw-r--r--  1 root root 1203 Mar  3 13:05 AI Keys.md\n-rw-r--r--  1 root root 3121 Mar  3 13:04 Google account.md\n-rw-r--r--  1 root root   95 Mar  3 13:05 imac tmate.md\n-rw-r--r--  1 root root  771 Mar  3 13:05 okx key.md\n-rw-r--r--  1 root root  565 Mar  3 16:26 openclaw server.md\n-rw-r--r--  1 root root   82 Mar  3 13:05 servers.md\n-rw-r--r--  1 root root  405 Mar  3 13:04 Thailand Accounts.md\n-rw-r--r--  1 root root   61 Mar  3 13:05 \u533f\u540d\u90ae\u7bb1.md\n\n/root/vault/obsidian_vault/obsidian/Documents/obsidian/AI:\ntotal 144\ndrwxr-xr-x  2 root root  4096 Mar  3 13:05 .\ndrwxr-xr-x 22 root root  4096 Mar 17 19:42 ..\n-rw-r--r--  1 root root  5122 Mar  3 13:05 2025-12-22.md\n-rw-r--r--  1 root root     2 Mar  3 13:05 20260123 \u5de5\u4f5c\u8bb0\u5f55.md\n-rw-r--r--  1 root root 14546 Mar  3 16:26 Bash Is All Agent Need\uff1aAnthropic \u91cd\u65b0\u5b9a\u4e49\u667a\u80fd\u4f53\u5f00\u53d1-2026-01-07T122958+0800.md\n-rw-r--r--  1 root root 27077 Mar  3 13:05 Claude\u751f\u6001\u7814\u7a76.md\n-rw-r--r--  1 root root   388 Mar  3 13:05 deepseek.md\n-rw-r--r--  1 root root  1067 Mar  3 13:05 doc2video\u9879\u76ee.md\n-rw-r--r--  1 root root  1620 Mar  3 13:05 gemini3.md\n-rw-r--r--  1 root root  6920 Mar  3 13:05 Google Agent\u5f00\u53d1\u6307\u5357.md\n-rw-r--r--  1 root root  7903 Mar  3 13:05 LLM Book Notes.md\n-rw-r--r--  1 root root  5163 Mar  3 13:05 vibe coding\u793a\u4f8b.md\n-rw-r--r--  1 root root    94 Mar  3 13:05 \u4e91\u670d\u52a1\u5668\u600e\u4e48\u8dd1\u597dai.md\n-rw-r--r--  1 root root 13455 Mar  3 16:26 \u5c0f\u767d\u521a\u5b66Claude Code\uff0c\u4f46\u5f00\u53d1\u590d\u6742\u529f\u80fd\u603b\u662f\u8fd4\u5de5\uff0c\u6709\u6ca1\u6709\u6210\u719f\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1f - \u675e\u92c2 \u7684\u56de\u7b54-2026-01-07T121812+0800.md\n-rw-r--r--  1 root root 21483 Mar  3 13:02 \u6587\u6863\u751f\u6210\u89c6\u9891\uff08Doc-to-Video\uff09\u6df1\u5ea6\u7814\u7a76\u62a5\u544a\uff1a\u884c\u4e1a\u8303\u5f0f\u8f6c\u79fb\u3001\u6280\u672f\u67b6\u6784\u4e0e\u672a\u6765\u4ef7\u503c\u94fe.md\n\n/root/vault/obsidian_vault/obsidian/Documents/obsidian/AppleNotes:\ntotal 964\ndrwxr-xr-x  9 root root  8192 Mar  3 13:05 .\ndrwxr-xr-x 22 root root  4096 Mar 17 19:42 ..\n-rw-r--r--  1 root root   569 Mar  3 13:04 1022 \u5fae\u82af\u817e\u8baf\u518d\u51fa\u53d1\u5ba3\u8bb2\u4f1a.md\n-rw-r--r--  1 root root  1109 Mar  3 13:04 2021-08-17 \u5b9e\u4e60\u751f\u7b54\u8fa9.md\n-rw-r--r--  1 root root   847 Mar  3 13:04 2021-09-27 \u8ba1\u7b97.md\n-rw-r--r--  1 root root   709 Mar  3 13:04 2021 boyuan \u5317\u4eac\u63a8\u8350.md\n-rw-r--r--  1 root root   792 Mar  3 13:04 2021 H1 P10\u8bc4\u5ba1.md\n-rw-r--r--  1 root root  1463 Mar  3 13:04 2021H2 \u79bb\u804c\u51b2\u62b5\u8bf4\u660e.md\n-rw-r--r--  1 root root  2566 Mar  3 13:05 2021\u4e91\u6816\u5927\u4f1a.md\n-rw-r--r--  1 root root  1308 Mar  3 13:05 2021\u5e74\u5ea6\u8c03\u85aa.md\n-rw-r--r


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": true}


Output: {"stdout": "total 2732\ndrwxr-xr-x 23 root root    4096 Mar 19 12:22 .\ndrwxr-xr-x  4 root root     166 Mar  3 13:08 ..\n-rw-r--r--  1 root root       0 Mar  4 15:21 2026-03-03.md\ndrwxr-xr-x  2 root root     183 Mar  3 13:05 accounts\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 AI\n-rw-r--r--  1 root root     192 Mar 19 11:14 AI.md\ndrwxr-xr-x  9 root root    8192 Mar  3 13:05 AppleNotes\ndrwxr-xr-x  2 root root    4096 Mar  4 16:01 Article\ndrwxr-xr-x  2 root root    8192 Mar  3 13:05 attachments\ndrwxr-xr-x  3 root root    4096 Mar 17 19:42 auto_report\ndrwxr-xr-x  6 root root     184 Mar 17 19:42 CLAW\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 Clippings\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 daily\n-rw-r--r--  1 root root    7642 Mar  3 16:26 DRAFT.md\ndrwxr-xr-x  2 root root     142 Mar  3 13:05 feelings\n-rw-r--r--  1 root root 1328257 Mar  3 13:06 IMG_0883.png\n-rw-r--r--  1 root root 1196690 Mar  3 13:06 IMG_0884.png\ndrwxr-xr-x  6 root root      61 Mar 19 12:22 info\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 md\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 notes\ndrwxr-xr-x  3 root root      23 Mar  3 13:02 obsidian\n-rw-r--r--  1 root root  157852 Mar  3 13:04 Pasted image 20260115100609.png\n-rw-r--r--  1 root root    7120 Mar  3 13:04 Pasted image 20260204175955.png\ndrwxr-xr-x  2 root root      30 Mar  3 13:03 presentation-workspace\ndrwxr-xr-x  2 root root    4096 Mar 17 19:42 zhihu\ndrwxr-xr-x  2 root root    4096 Mar  3 13:05 \u5de5\u4f5c\u8bb0\u5f55\ndrwxr-xr-x  2 root root     120 Mar  3 13:04 \u5f55\u97f3\u8bb0\u5f55\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u5fc5\u5907\u77e5\u8bc6\n-rw-r--r--  1 root root     151 Mar  3 13:06 \u6587\u4ef6\u6811.base\n-rw-r--r--  1 root root     151 Mar 19 11:14 \u672a\u547d\u540d.base\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u79c1\u4eba\ndrwxr-xr-x  2 root root    4096 Mar  3 13:06 \u82f1\u8bed\u5b66\u4e60", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"filePath": "/root/projects/butler/.env", "oldString": "OBSIDIAN_VAULT_PATH=\"/root/vault/obsidian_vault/obsidian/obsidian/\"", "newString": "OBSIDIAN_VAULT_PATH=\"/root/vault/obsidian_vault/obsidian/Documents/obsidian/\"", "originalFile": "GEMINI_CONFIG_PATH=.gemini.current.env\n\nSLACK_BOT_TOKEN=[REDACTED]\nSLACK_APP_TOKEN=[REDACTED]\n SLACK_REPORT_CHANNEL=D0AA4GBQRKK\nGARMIN_EMAIL=350134531@qq.com\nGARMIN_PASSWORD=[REDACTED]\n\nOBSIDIAN_VAULT_PATH=\"/root/vault/obsidian_vault/obsidian/obsidian/\"\nOBSIDIAN_SLACK_BOT_TOKEN=[REDACTED]\nOBSIDIAN_SLACK_APP_TOKEN=[REDACTED]\n\nSHELL_SLACK_BOT_TOKEN=[REDACTED]\nSHELL_SLACK_APP_TOKEN=[REDACTED]\n\n# Second Brain RAG\nTAVILY_API_KEY=[REDACTED]\nEMBEDDING_BACKEND=cloud\nEMBEDDING_BASE_URL=https://api.haihub.cn/v1/\nEMBEDDING_MODEL=Qwen3-Embedding-8B\nEMBEDDING_API_KEY=[REDACTED]\nZHIHU_NOTIFY_CHANNEL=D0AACF9G4J0\n", "structuredPatch": [{"oldStart": 6, "oldLines": 7, "newStart": 6, "newLines": 7, "lines": [" GARMIN_EMAIL=350134531@qq.com", " GARMIN_PASSWORD=[REDACTED]", " ", "-OBSIDIAN_VAULT_PATH=\"/root/vault/obsidian_vault/obsidian/obsidian/\"", "+OBSIDIAN_VAULT_PATH=\"/root/vault/obsidian_vault/obsidian/Documents/obsidian/\"", " OBSIDIAN_SLACK_BOT_TOKEN=[REDACTED]", " OBSIDIAN_SLACK_APP_TOKEN=[REDACTED]", " "]}], "userModified": false, "replaceAll": false}


Output: {"stdout": "Process already stopped", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "4000331", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "total 2496\ndrwxr-xr-x  2  501 games   4096 Mar 19 12:53 .\ndrwxr-xr-x 20 root root    4096 Mar 19 12:23 ..\n-rw-r--r--  1 root root  154474 Mar 19 08:00 cron_daily_sync.log\n-rw-r--r--  1 root root    5306 Mar 16 11:00 cron_weekly_report.log\n-rw-r--r--  1  501 games  43568 Mar 19 08:00 daily_sync.log\n-rw-r--r--  1  501 games 820951 Mar 16 11:34 health.log\n-rw-r--r--  1  501 games 860060 Mar 19 12:53 health_sync.log\n-rw-r--r--  1 root root   12170 Mar  3 13:57 init_vault_indexer.log\n-rw-r--r--  1 root root   10680 Mar 19 01:00 memory_reminder.log\n-rw-r--r--  1 root root    2928 Mar 19 12:53 obsidian_bot.log\n-rw-r--r--  1  501 games 461273 Mar 19 12:09 obsidian.log\n-rw-r--r--  1  501 games 146730 Feb 28 13:55 shell.log\n-rw-r--r--  1  501 games   3256 Feb  5 20:51 slack_bot.log\n-rw-r--r--  1 root root    3830 Mar 16 11:00 weekly_report.log", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "2026-03-19 12:53:47 - health.utils.env_loader - INFO - Loading extra configuration from: /root/projects/butler/.gemini.current.env\n2026-03-19 12:53:48 - slack_bot.obsidian.indexer - INFO - Scanning Obsidian Vault at: /root/vault/obsidian_vault/obsidian/Documents/obsidian/\n2026-03-19 12:53:48 - slack_bot.obsidian.indexer - INFO - Scan complete. Scanned 535 files.\n2026-03-19 12:53:48 - slack_bot.obsidian.indexer - INFO - Found 33 writing samples.\n2026-03-19 12:53:48 - slack_bot.obsidian.indexer - INFO - Found 2 reply samples.\n2026-03-19 12:53:48 - slack_bot.obsidian.embeddings - INFO - Using cloud (Qwen) embedding provider\n2026-03-19 12:53:49 - slack_bot.obsidian.vector_store - INFO - ChromaVectorStore initialized at /root/projects/butler/data/health/vector_db (collection: obsidian_notes)\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 12:53:49 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 12:53:49 - slack_bot.obsidian.dispatcher - INFO - ObsidianDispatcher initialized\n2026-03-19 12:53:49 - slack_bot.zhihu.slack_interactive_gateway - INFO - ZhihuHunter: Slack action handlers registered\n2026-03-19 12:53:49 - __main__ - INFO - \u26a1\ufe0f Obsidian Bot is connected to Slack!", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "293M\t/root/vault/obsidian_vault/obsidian/obsidian/\n389M\t/root/vault/obsidian_vault/obsidian/Documents/obsidian/", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "2026-03-03.md\naccounts\nAI\nAI.md\nAppleNotes\nArticle\nattachments\nauto_report\nCLAW\nClippings\ndaily\nDRAFT.md\nfeelings\nIMG_0883.png\nIMG_0884.png\ninfo\nmd\nnotes\nobsidian\nPasted image 20260115100609.png\nPasted image 20260204175955.png\npresentation-workspace\nzhihu\n\u5de5\u4f5c\u8bb0\u5f55\n\u5f55\u97f3\u8bb0\u5f55\n\u5fc5\u5907\u77e5\u8bc6\n\u6587\u4ef6\u6811.base\n\u672a\u547d\u540d.base\n\u79c1\u4eba\n\u82f1\u8bed\u5b66\u4e60", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "2026-03-03.md\naccounts\nAI\nAI.md\nAppleNotes\nArticle\nattachments\nauto_report\nCLAW\nClippings\ndaily\nDRAFT.md\nfeelings\nIMG_0883.png\nIMG_0884.png\ninfo\nmd\nnotes\nobsidian\nPasted image 20260115100609.png\nPasted image 20260204175955.png\npresentation-workspace\nzhihu\n\u5de5\u4f5c\u8bb0\u5f55\n\u5f55\u97f3\u8bb0\u5f55\n\u5fc5\u5907\u77e5\u8bc6\n\u6587\u4ef6\u6811.base\n\u672a\u547d\u540d.base\n\u79c1\u4eba\n\u82f1\u8bed\u5b66\u4e60", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "Files /root/vault/obsidian_vault/obsidian/obsidian/accounts/AI Keys.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/accounts/AI Keys.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/AI.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/AI.md differ\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/auto_report: 2026-03-16.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/auto_report: 2026-03-17.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/auto_report: 2026-03-18.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/auto_report: 2026-03-19.md\nFiles /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f/2026-03-03-\u6bcf\u65e5\u7b80\u62a5.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f/2026-03-03-\u6bcf\u65e5\u7b80\u62a5.md differ\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f: 2026-03-16-\u6bcf\u65e5\u7b80\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f: 2026-03-17-\u6bcf\u65e5\u7b80\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f: 2026-03-18-\u6bcf\u65e5\u7b80\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f: 2026-03-19-\u6bcf\u65e5\u7b80\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/CLAW/\u5bf9\u8bdd\u8bb0\u5f55: 2026-03-17-\u5bf9\u8bdd\u8bb0\u5f55.md\nFiles /root/vault/obsidian_vault/obsidian/obsidian/daily/2026-03-03.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/daily/2026-03-03.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/md/2024-01-10 CSIG\u7ecf\u8425\u6708\u4f1a-\u516c\u6709\u4e91\u8ba1\u7b97\u4ea7\u54c1\u8fdb\u5c55.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/md/2024-01-10 CSIG\u7ecf\u8425\u6708\u4f1a-\u516c\u6709\u4e91\u8ba1\u7b97\u4ea7\u54c1\u8fdb\u5c55.md differ\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/md: 2024-05-27 \u8ba1\u7b97\u4ea7\u54c1\u8d44\u6e90\u8fd0\u8425\u548c\u552e\u5356\u6307\u5f15.epub\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/md: 2024-05-27 \u8ba1\u7b97\u4ea7\u54c1\u8d44\u6e90\u8fd0\u8425\u548c\u552e\u5356\u6307\u5f15.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u4e91\u670d\u52a1\u5668\u4e94\u5e74\u6298\u65e7\u5206\u6790.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u4e91\u670d\u52a1\u5668\u4e94\u5e74\u6298\u65e7\u5206\u6790.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u8ba1\u7b97BSC.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u8ba1\u7b97BSC.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-05-21 AI\u5cf0\u4f1a\u6f14\u8bb2.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-05-21 AI\u5cf0\u4f1a\u6f14\u8bb2.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u6570\u5b57\u751f\u6001\u5927\u4f1a - AI\u539f\u751f\u4e91\u52a0\u901f\u667a\u80fd\u4f53\u843d\u5730.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-dowson\u6c47\u62a5.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-dowson\u6c47\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 25025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 25025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: GPU\u4ea7\u54c1\u8fdb\u5c55_\u8bb2\u7a


Output: {"stdout": "total 120\ndrwxr-xr-x  3 root root 4096 Mar 19 09:02 .\ndrwxr-xr-x 23 root root 4096 Mar 17 19:07 ..\n-rw-r--r--  1 root root  324 Mar 16 12:23 2026-02-27.md\n-rw-r--r--  1 root root 9757 Mar  1 07:08 2026-03-01.md\n-rw-r--r--  1 root root 3711 Mar  2 07:04 2026-03-02.md\n-rw-r--r--  1 root root 1497 Mar  3 07:02 2026-03-03.md\n-rw-r--r--  1 root root  900 Mar  4 07:02 2026-03-04.md\n-rw-r--r--  1 root root 1463 Mar  5 11:49 2026-03-05.md\n-rw-r--r--  1 root root  745 Mar  6 09:02 2026-03-06.md\n-rw-r--r--  1 root root  946 Mar  7 09:02 2026-03-07.md\n-rw-r--r--  1 root root  324 Mar  8 09:01 2026-03-08.md\n-rw-r--r--  1 root root 1377 Mar  9 09:02 2026-03-09.md\n-rw-r--r--  1 root root  535 Mar 10 09:01 2026-03-10.md\n-rw-r--r--  1 root root 8291 Mar 11 09:07 2026-03-11.md\n-rw-r--r--  1 root root 4834 Mar 12 09:04 2026-03-12.md\n-rw-r--r--  1 root root 4595 Mar 13 09:03 2026-03-13.md\n-rw-r--r--  1 root root 4052 Mar 14 09:04 2026-03-14.md\n-rw-r--r--  1 root root 4548 Mar 15 09:19 2026-03-15.md\n-rw-r--r--  1 root root 4149 Mar 16 15:42 2026-03-16.md\n-rw-r--r--  1 root root  324 Mar 17 09:02 2026-03-17.md\n-rw-r--r--  1 root root 4001 Mar 18 09:05 2026-03-18.md\n-rw-r--r--  1 root root  324 Mar 19 12:13 2026-03-19.md\ndrwxr-xr-x  2 root root  140 Feb 28 22:18 deep-dive", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "total 184\ndrwxr-xr-x 2 root root 4096 Mar 19 11:46 .\ndrwxr-xr-x 6 root root  184 Mar  4 23:01 ..\n-rw-r--r-- 1 root root 4221 Feb 27 21:25 2026-02-27-\u6bcf\u65e5\u7b80\u62a5-Tavily\u4fee\u6b63\u7248.md\n-rw-r--r-- 1 root root 4184 Feb 27 21:30 2026-02-27-\u6bcf\u65e5\u7b80\u62a5-test2.md\n-rw-r--r-- 1 root root 6556 Feb 27 21:01 2026-02-27-\u6bcf\u65e5\u7b80\u62a5-test.md\n-rw-r--r-- 1 root root 3986 Feb 28 11:34 2026-02-28-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 4149 Mar  1 09:04 2026-03-01-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6132 Mar  2 09:04 2026-03-02-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6447 Mar  7 06:54 2026-03-03-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 5057 Mar  4 09:05 2026-03-04-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 5056 Mar  5 09:04 2026-03-05-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6570 Mar  6 09:04 2026-03-06-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 4849 Mar  8 23:21 2026-03-07-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 7156 Mar  8 09:06 2026-03-08-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 9442 Mar 10 09:05 2026-03-10-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 9236 Mar 11 09:04 2026-03-11-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6772 Mar 13 23:16 2026-03-12-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 5358 Mar 13 09:10 2026-03-13-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 2388 Mar 14 09:06 2026-03-14-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 5866 Mar 15 09:05 2026-03-15-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6896 Mar 16 09:05 2026-03-16-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6748 Mar 17 11:38 2026-03-17-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 6585 Mar 18 09:06 2026-03-18-\u6bcf\u65e5\u7b80\u62a5.md\n-rw-r--r-- 1 root root 8452 Mar 19 11:46 2026-03-19-\u6bcf\u65e5\u7b80\u62a5.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "total 40\ndrwxr-xr-x  2 root root 4096 Mar 17 11:52 .\ndrwxr-xr-x 23 root root 4096 Mar 17 19:07 ..\n-rw-r--r--  1 root root 4269 Mar  4 13:28 2026-03-04-\u5982\u4f55\u8bc4\u4ef7\u73b0\u5728\u4e0a\u95e8\u5b89\u88c5-OpenClaw-\u6210\u4e86\u4e00\u79cd\u65b0\u751f\u610f-\u662f\u667a\u5546\u7a0e\u8fd8\u662f\u771f\u7701\u4e8b.md\n-rw-r--r--  1 root root 2983 Mar  4 13:20 2026-03-04-\u77e5\u4e4e\u95ee\u9898-2012492934491108892.md\n-rw-r--r--  1 root root 3752 Mar  5 18:10 2026-03-05-Deepseek\u7684\u51fa\u73b0\u8ba9\u5f88\u591a\u4eba\u9677\u5165\u4e86AI\u7126\u8651-\u666e\u901a\u4eba\u5e94\u8be5\u5982\u4f55\u5e94\u5bf9-\u77e5\u4e4e.md\n-rw-r--r--  1 root root 4302 Mar  5 18:08 2026-03-05-\u4ec0\u4e48\u662f\u8d85\u7ea7\u4e2a\u4f53-\u5982\u4f55\u8ba9\u81ea\u5df1\u6210\u4e3a\u8d85\u7ea7\u4e2a\u4f53-\u77e5\u4e4e.md\n-rw-r--r--  1 root root 3106 Mar 16 14:45 2026-03-16-\u77e5\u4e4e\u95ee\u9898-2016845353517806681.md\n-rw-r--r--  1 root root 2906 Mar 17 11:52 2026-03-17-11-\u6761\u6d88\u606f-\u4f60\u4f1a\u4f7f\u7528OpenClaw\u5417-\u98ce\u9669\u5927\u4e8e\u83b7\u5f97.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "'/root/vault/obsidian_vault/obsidian/obsidian/auto_report/2026-03-17.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/auto_report/2026-03-17.md'\n'/root/vault/obsidian_vault/obsidian/obsidian/auto_report/2026-03-18.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/auto_report/2026-03-18.md'\n'/root/vault/obsidian_vault/obsidian/obsidian/auto_report/2026-03-19.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/auto_report/2026-03-19.md'", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": true}


Output: {"stdout": "'/root/vault/obsidian_vault/obsidian/obsidian/zhihu/2026-03-16-\u77e5\u4e4e\u95ee\u9898-2016845353517806681.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/zhihu/2026-03-16-\u77e5\u4e4e\u95ee\u9898-2016845353517806681.md'\n'/root/vault/obsidian_vault/obsidian/obsidian/zhihu/2026-03-17-11-\u6761\u6d88\u606f-\u4f60\u4f1a\u4f7f\u7528OpenClaw\u5417-\u98ce\u9669\u5927\u4e8e\u83b7\u5f97.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/zhihu/2026-03-17-11-\u6761\u6d88\u606f-\u4f60\u4f1a\u4f7f\u7528OpenClaw\u5417-\u98ce\u9669\u5927\u4e8e\u83b7\u5f97.md'", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": true}


Output: {"stdout": "total 32\ndrwxr-xr-x 2 root root 4096 Mar 17 23:00 .\ndrwxr-xr-x 6 root root  184 Mar  4 23:01 ..\n-rw-r--r-- 1 root root  482 Mar  4 23:01 2026-03-04-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  602 Mar  6 23:02 2026-03-06-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  306 Mar  7 23:01 2026-03-07-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root 1020 Mar  9 23:01 2026-03-09-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  686 Mar 12 23:01 2026-03-12-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  445 Mar 13 23:00 2026-03-13-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root 1449 Mar 17 23:00 2026-03-17-\u5bf9\u8bdd\u8bb0\u5f55.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "total 28\ndrwxr-xr-x 2 root root 4096 Mar 17 19:42 .\ndrwxr-xr-x 6 root root  184 Mar 17 19:42 ..\n-rw-r--r-- 1 root root  482 Mar 17 19:42 2026-03-04-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  602 Mar 17 19:42 2026-03-06-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  306 Mar 17 19:42 2026-03-07-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root 1020 Mar 17 19:42 2026-03-09-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  686 Mar 17 19:42 2026-03-12-\u5bf9\u8bdd\u8bb0\u5f55.md\n-rw-r--r-- 1 root root  445 Mar 17 19:42 2026-03-13-\u5bf9\u8bdd\u8bb0\u5f55.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "'/root/vault/obsidian_vault/obsidian/obsidian/CLAW/\u5bf9\u8bdd\u8bb0\u5f55/2026-03-17-\u5bf9\u8bdd\u8bb0\u5f55.md' -> '/root/vault/obsidian_vault/obsidian/Documents/obsidian/CLAW/\u5bf9\u8bdd\u8bb0\u5f55/2026-03-17-\u5bf9\u8bdd\u8bb0\u5f55.md'", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": true}


Output: {"stdout": "total 24\ndrwxr-xr-x  2 root root 4096 Mar 14 22:08 .\ndrwxr-xr-x 23 root root 4096 Mar 17 19:07 ..\n-rw-r--r--  1 root root 3025 Mar  3 13:00 2026-03-03_\u5fae\u8f6f-OpenAI-\u4e9a\u9a6c\u900a-500\u4ebf\u7f8e\u5143\u6295\u8d44\u4e0b\u7684AI\u4e09\u4f53\u535a\u5f08.md\n-rw-r--r--  1 root root 3401 Mar  3 17:19 2026-03-03_\u65af\u5766\u798f\u7b49\u9ad8\u6821\u53d1\u5e03Agents-of-Chaos-\u771f\u5b9e\u73af\u5883\u4e0b\u7684OpenClaw\u5b89\u5168\u6f0f\u6d1e\u7814\u7a76.md\n-rw-r--r--  1 root root 2608 Mar 14 22:00 2026-03-14_Adopting-Agentic-AI-in-2026--5-Strategic-Steps-for.md\n-rw-r--r--  1 root root 2939 Mar 14 22:08 2026-03-14_Agentic-AI--Evolution--Mechanics--and-Strategic-Cy.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/root/vault/obsidian_vault/obsidian/obsidian/AI.md", "content": "", "numLines": 1, "startLine": 1, "totalLines": 1}}


Output: {"stdout": "total 24\ndrwxr-xr-x  2 root root 4096 Mar 17 19:42 .\ndrwxr-xr-x 23 root root 4096 Mar 19 12:22 ..\n-rw-r--r--  1 root root 3025 Mar  3 16:26 2026-03-03_\u5fae\u8f6f-OpenAI-\u4e9a\u9a6c\u900a-500\u4ebf\u7f8e\u5143\u6295\u8d44\u4e0b\u7684AI\u4e09\u4f53\u535a\u5f08.md\n-rw-r--r--  1 root root 3401 Mar  4 15:21 2026-03-03_\u65af\u5766\u798f\u7b49\u9ad8\u6821\u53d1\u5e03Agents-of-Chaos-\u771f\u5b9e\u73af\u5883\u4e0b\u7684OpenClaw\u5b89\u5168\u6f0f\u6d1e\u7814\u7a76.md\n-rw-r--r--  1 root root 2608 Mar 17 19:42 2026-03-14_Adopting-Agentic-AI-in-2026--5-Strategic-Steps-for.md\n-rw-r--r--  1 root root 2939 Mar 17 19:42 2026-03-14_Agentic-AI--Evolution--Mechanics--and-Strategic-Cy.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/root/vault/obsidian_vault/obsidian/Documents/obsidian/AI.md", "content": "DfUaDhFy\naR8f7NbT\nMHsYwAf6\n\n\n9xmdavav\nCXh5wxj5\nQHtMdhC2\nNHyHwQ4k\n8B6JKfjR\n5Y8r8Z4B\nRcA6WhGs\n9pPtQgkt\nNEHgcbqD\nyFQ43zMC\n\n\nDwgtVqdY\nFkLaY3gY\nBDnUWHqK\n8J76L2xa\nF3ze9ddz\nhPLhJsXr\n9pcLRTXt\nwxPLj686", "numLines": 25, "startLine": 1, "totalLines": 25}}


Output: {"stdout": "  File: /root/vault/obsidian_vault/obsidian/obsidian\n  Size: 4096      \tBlocks: 8          IO Block: 4096   directory\nDevice: 253,1\tInode: 243269912   Links: 23\nAccess: (0755/drwxr-xr-x)  Uid: (    0/    root)   Gid: (    0/    root)\nAccess: 2026-03-19 11:10:00.394247450 +0800\nModify: 2026-03-17 19:07:42.067640186 +0800\nChange: 2026-03-17 19:07:42.067640186 +0800\n Birth: 2026-02-26 21:05:31.258179508 +0800", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "  File: /root/vault/obsidian_vault/obsidian/Documents/obsidian\n  Size: 4096      \tBlocks: 8          IO Block: 4096   directory\nDevice: 253,1\tInode: 44980375    Links: 23\nAccess: (0755/drwxr-xr-x)  Uid: (    0/    root)   Gid: (    0/    root)\nAccess: 2026-03-19 12:22:50.970906083 +0800\nModify: 2026-03-19 12:22:50.043904949 +0800\nChange: 2026-03-19 12:22:50.043904949 +0800\n Birth: 2026-03-03 13:02:32.998142913 +0800", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "total 4\ndrwxr-xr-x  4 root root   39 Mar  2 10:00 .\ndrwxr-xr-x  3 root root   22 Feb 26 21:05 ..\ndrwxr-xr-x  4 root root  166 Mar  3 13:08 Documents\ndrwxr-xr-x 23 root root 4096 Mar 17 19:07 obsidian", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "Files /root/vault/obsidian_vault/obsidian/obsidian/accounts/AI Keys.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/accounts/AI Keys.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/AI.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/AI.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f/2026-03-03-\u6bcf\u65e5\u7b80\u62a5.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/CLAW/AI\u5e94\u7528\u573a\u666f/2026-03-03-\u6bcf\u65e5\u7b80\u62a5.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/daily/2026-03-03.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/daily/2026-03-03.md differ\nFiles /root/vault/obsidian_vault/obsidian/obsidian/md/2024-01-10 CSIG\u7ecf\u8425\u6708\u4f1a-\u516c\u6709\u4e91\u8ba1\u7b97\u4ea7\u54c1\u8fdb\u5c55.md and /root/vault/obsidian_vault/obsidian/Documents/obsidian/md/2024-01-10 CSIG\u7ecf\u8425\u6708\u4f1a-\u516c\u6709\u4e91\u8ba1\u7b97\u4ea7\u54c1\u8fdb\u5c55.md differ\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/md: 2024-05-27 \u8ba1\u7b97\u4ea7\u54c1\u8d44\u6e90\u8fd0\u8425\u548c\u552e\u5356\u6307\u5f15.epub\nOnly in /root/vault/obsidian_vault/obsidian/obsidian/md: 2024-05-27 \u8ba1\u7b97\u4ea7\u54c1\u8d44\u6e90\u8fd0\u8425\u548c\u552e\u5356\u6307\u5f15.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u4e91\u670d\u52a1\u5668\u4e94\u5e74\u6298\u65e7\u5206\u6790.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u4e91\u670d\u52a1\u5668\u4e94\u5e74\u6298\u65e7\u5206\u6790.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u8ba1\u7b97BSC.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2024-09 \u8ba1\u7b97BSC.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-01-09 CSIG\u7ecf\u8425\u6708\u4f1a-GPU\u4ea7\u54c1\u8fdb\u5c55.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-05-21 AI\u5cf0\u4f1a\u6f14\u8bb2.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025-05-21 AI\u5cf0\u4f1a\u6f14\u8bb2.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 20250624-Pony\u7ea6\u8c08\u524d\u51c6\u5907\u5185\u5bb9.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025\u5e74\u4e2dpowellli REVIEW.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u6570\u5b57\u751f\u6001\u5927\u4f1a - AI\u539f\u751f\u4e91\u52a0\u901f\u667a\u80fd\u4f53\u843d\u5730.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-dowson\u6c47\u62a5.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 2025 \u8ba1\u7b97\u4ea7\u54c1bsc-dowson\u6c47\u62a5.md\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 25025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.epub\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: 25025 \u8ba1\u7b97\u4ea7\u54c1bsc-coby\u6c47\u62a5.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: GPU\u4ea7\u54c1\u8fdb\u5c55_\u8bb2\u7a3f.pdf\nOnly in /root/vault/obsidian_vault/obsidian/Documents/obsidian/md: \u65b0\u4efb\u603b\u76d1\u57f9\u8bad\u6a21\u62df\u8231\u5907\u8bfe.md", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "butler-obsidian.service                      disabled        disabled", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "-rw-r--r--  1 root root  502 Mar  2 09:28 butler-obsidian.service", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/etc/systemd/system/butler-obsidian.service", "content": "[Unit]\n  Description=Butler Obsidian Bot\n  After=network-online.target\n  Wants=network-online.target\n\n[Service]\n  Type=simple\n  User=root\n  WorkingDirectory=/root/projects/butler\n  EnvironmentFile=/root/projects/butler/.env\n  ExecStart=/root/projects/butler/venv/bin/python scripts/obsidian_bot.py\n  Restart=on-failure\n  RestartSec=15\n  StandardOutput=append:/root/projects/butler/logs/obsidian.log\n  StandardError=append:/root/projects/butler/logs/obsidian.log\n\n[Install]\n  WantedBy=multi-user.target\n", "numLines": 19, "startLine": 1, "totalLines": 19}}


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "\u25cf butler-obsidian.service - Butler Obsidian Bot\n     Loaded: loaded (/etc/systemd/system/butler-obsidian.service; disabled; preset: disabled)\n     Active: active (running) since Thu 2026-03-19 15:53:35 CST; 1min 24s ago\n   Main PID: 4073061 (python)\n      Tasks: 16 (limit: 9171)\n     Memory: 94.7M (peak: 95.3M)\n        CPU: 2.189s\n     CGroup: /system.slice/butler-obsidian.service\n             \u2514\u25004073061 /root/projects/butler/venv/bin/python scripts/obsidian_bot.py\n\nMar 19 15:53:35 VM-8-2-opencloudos systemd[1]: Started butler-obsidian.service - Butler Obsidian Bot.", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "2026-03-19 12:08:55 - __main__ - INFO - Obsidian Bot received from U0A8ZCK7RJM: summary...\n2026-03-19 12:09:03 - slack_bot.obsidian.info_manager - INFO - InfoManager: generated summary for gpu\n2026-03-19 15:53:35 - health.utils.env_loader - INFO - Loading extra configuration from: /root/projects/butler/.gemini.current.env\n2026-03-19 15:53:35 - slack_bot.obsidian.indexer - INFO - Scanning Obsidian Vault at: /root/vault/obsidian_vault/obsidian/Documents/obsidian/\n2026-03-19 15:53:35 - slack_bot.obsidian.indexer - INFO - Scan complete. Scanned 546 files.\n2026-03-19 15:53:35 - slack_bot.obsidian.indexer - INFO - Found 33 writing samples.\n2026-03-19 15:53:35 - slack_bot.obsidian.indexer - INFO - Found 2 reply samples.\n2026-03-19 15:53:35 - slack_bot.obsidian.embeddings - INFO - Using cloud (Qwen) embedding provider\n2026-03-19 15:53:36 - slack_bot.obsidian.vector_store - INFO - ChromaVectorStore initialized at /root/projects/butler/data/health/vector_db (collection: obsidian_notes)\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:36 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-19 15:53:37 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n2026-03-19 15:53:37 - slack_bot.obsidian.dispatcher - INFO - ObsidianDispatcher initialized\n2026-03-19 15:53:37 - slack_bot.zhihu.slack_interactive_gateway - INFO - ZhihuHunter: Slack action handlers registered\n2026-03-19 15:53:37 - __main__ - INFO - \u26a1\ufe0f Obsidian Bot is connected to Slack!", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "root     4000331  0.0  1.8 1354588 143620 ?      Sl   12:53   0:05 /root/projects/butler/venv/bin/python /root/projects/butler/scripts/obsidian_bot.py\nroot     4073061  1.5  1.8 1354712 143660 ?      Ssl  15:53   0:02 /root/projects/butler/venv/bin/python scripts/obsidian_bot.py", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "root     4073061  0.9  1.8 1354712 143660 ?      Ssl  15:53   0:02 /root/projects/butler/venv/bin/python scripts/obsidian_bot.py", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "butler-health.service                        disabled        disabled\nbutler-obsidian.service                      disabled        disabled", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/CLAUDE.md", "content": "# CLAUDE.md\n\nThis project is a personal assitant project which should help me maintain personal data, complete desktop tasks and make decisions.\n\n## 1. Python Standards\n- **Type Hints:** MANDATORY for all function arguments and returns.\n- **Data Validation:** Use \\`Pydantic\\` models, not raw dictionaries.\n- **Docstrings:** Google-style, concise.\n- **No 'os.path':** Use \\`pathlib\\` for file handling.\n\n## 2. Interaction Rules\n- **No Hallucinations:** If unsure about a library, ask to check docs.\n- **Context:** Do NOT read \\`venv/\\`, \\`node_modules/\\`, or large data files.\n- **Security:** Never output API keys or secrets in the terminal.\n  \n## 3. Human-in-the-Loop Protocol (MANDATORY)\n\nAfter generating any significant code (more than 20 lines or modifying core logic), you MUST automatically perform the following steps BEFORE asking me to proceed:\n\n1.  **Self-Explanation:** Briefly explain *what* you changed and *why*, in Plain English.\n2.  **Structural Check:** Did you introduce any new dependencies? Did you change any function signatures?\n3.  **Risk Assessment:** What is the most likely thing to break with this change?\n4.  **Verification Plan:** Tell me exactly which test command to run to verify this specific change.\n", "numLines": 24, "startLine": 1, "totalLines": 24}}


Output: {"type": "text", "file": {"filePath": "/etc/systemd/system/butler-health.service", "content": "[Unit]\n  Description=Butler Health Bot\n  After=network-online.target\n  Wants=network-online.target\n\n[Service]\n  Type=simple\n  User=root\n  WorkingDirectory=/root/projects/butler\n  EnvironmentFile=/root/projects/butler/.env\n  ExecStart=/root/projects/butler/venv/bin/python slack_bot/main.py\n  Restart=on-failure\n  RestartSec=15\n  StandardOutput=append:/root/projects/butler/logs/health.log\n  StandardError=append:/root/projects/butler/logs/health.log\n\n[Install]\n  WantedBy=multi-user.target\n", "numLines": 19, "startLine": 1, "totalLines": 19}}


Output: {"filePath": "/root/projects/butler/CLAUDE.md", "oldString": "## 3. Human-in-the-Loop Protocol (MANDATORY)\n\nAfter generating any significant code (more than 20 lines or modifying core logic), you MUST automatically perform the following steps BEFORE asking me to proceed:\n\n1.  **Self-Explanation:** Briefly explain *what* you changed and *why*, in Plain English.\n2.  **Structural Check:** Did you introduce any new dependencies? Did you change any function signatures?\n3.  **Risk Assessment:** What is the most likely thing to break with this change?\n4.  **Verification Plan:** Tell me exactly which test command to run to verify this specific change.", "newString": "## 3. Human-in-the-Loop Protocol (MANDATORY)\n\nAfter generating any significant code (more than 20 lines or modifying core logic), you MUST automatically perform the following steps BEFORE asking me to proceed:\n\n1.  **Self-Explanation:** Briefly explain *what* you changed and *why*, in Plain English.\n2.  **Structural Check:** Did you introduce any new dependencies? Did you change any function signatures?\n3.  **Risk Assessment:** What is the most likely thing to break with this change?\n4.  **Verification Plan:** Tell me exactly which test command to run to verify this specific change.\n\n## 4. Service Management\n\n### Systemd Services (Butler Bots)\n\nThis project uses systemd services to manage the Slack bots:\n\n1. **Butler Health Bot** - Health tracking and reporting\n   - File: `/etc/systemd/system/butler-health.service`\n   - Command: `slack_bot/main.py`\n   - Log: `/root/projects/butler/logs/health.log`\n\n2. **Butler Obsidian Bot** - Obsidian note-taking and management\n   - File: `/etc/systemd/system/butler-obsidian.service`\n   - Command: `scripts/obsidian_bot.py`\n   - Log: `/root/projects/butler/logs/obsidian.log`\n\n### Service Management Commands\n\n```bash\n# Health Bot\nsystemctl start butler-health      # \u542f\u52a8\u5065\u5eb7 Bot\nsystemctl stop butler-health       # \u505c\u6b62\u5065\u5eb7 Bot\nsystemctl restart butler-health    # \u91cd\u542f\u5065\u5eb7 Bot\nsystemctl status butler-health     # \u67e5\u770b\u5065\u5eb7 Bot \u72b6\u6001\nsystemctl enable butler-health     # \u5f00\u673a\u81ea\u52a8\u542f\u52a8\u5065\u5eb7 Bot\n\n# Obsidian Bot\nsystemctl start butler-obsidian    # \u542f\u52a8 Obsidian Bot\nsystemctl stop butler-obsidian     # \u505c\u6b62 Obsidian Bot\nsystemctl restart butler-obsidian  # \u91cd\u542f Obsidian Bot\nsystemctl status butler-obsidian   # \u67e5\u770b Obsidian Bot \u72b6\u6001\nsystemctl enable butler-obsidian   # \u5f00\u673a\u81ea\u52a8\u542f\u52a8 Obsidian Bot\n\n# View Logs\ntail -f /root/projects/butler/logs/health.log      # \u5b9e\u65f6\u67e5\u770b\u5065\u5eb7 Bot \u65e5\u5fd7\ntail -f /root/projects/butler/logs/obsidian.log    # \u5b9e\u65f6\u67e5\u770b Obsidian Bot \u65e5\u5fd7\n```", "originalFile": "# CLAUDE.md\n\nThis project is a personal assitant project which should help me maintain personal data, complete desktop tasks and make decisions.\n\n## 1. Python Standards\n- **Type Hints:** MANDATORY for all function arguments and returns.\n- **Data Validation:** Use \\`Pydantic\\` models, not raw dictionaries.\n- **Docstrings:** Google-style, concise.\n- **No 'os.path':** Use \\`pathlib\\` for file handling.\n\n## 2. Interaction Rules\n- **No Hallucinations:** If unsure about a library, ask to check docs.\n- **Context:** Do NOT read \\`venv/\\`, \\`node_modules/\\`, or large data files.\n- **Security:** Never output API keys or secrets in the terminal.\n  \n## 3. Human-in-the-Loop Protocol (MANDATORY)\n\nAfter generating any significant code (more than 20 lines or modifying core logic), you MUST automatically perform the following steps BEFORE asking me to proceed:\n\n1.  **Self-Explanation:** Briefly explain *what* you changed and *why*, in Plain English.\n2.  **Structural Check:** Did you introduce any new dependencies? Did you change any function signatures?\n3.  **Risk Assessment:** What is the most likely thing to break with this change?\n4.  **Verification Plan:** Tell me exactly which test command to run to verify this specific change.\n", "structuredPatch": [{"oldStart": 21, "oldLines": 3, "newStart": 21, "newLines": 41, "lines": [" 2.  **Structural Check:** Did you introduce any new dependencies? Did you change any function signatures?", " 3.  **Risk Assessment:** What is the most likely thing to break with this change?", " 4.  **Verification Plan:** Tell me exactly which test command to run to verify this specific change.", "+", "+## 4. Service Management", "+", "+### Systemd Services (Butler Bots)", "+", "+This project uses systemd services to manage the Slack bots:", "+", "+1. **Butler Health Bot** - Health tracking and reporting", "+   - File: `/etc/systemd/system/butler-health.service`", "+   - Command: `slack_bot/main.py`", "+   - Log: `/root/projects/butler/logs/health.log`", "+", "+2. **Butler Obsidian Bot** - Obsidian note-taking and management", "+   - File:


Output: {"stdout": "Created symlink /etc/systemd/system/multi-user.target.wants/butler-health.service \u2192 /etc/systemd/system/butler-health.service.", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "Created symlink /etc/systemd/system/multi-user.target.wants/butler-obsidian.service \u2192 /etc/systemd/system/butler-obsidian.service.", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "butler-health.service                        enabled         disabled\nbutler-obsidian.service                      enabled         disabled", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "\u25cf butler-health.service - Butler Health Bot\n     Loaded: loaded (/etc/systemd/system/butler-health.service; enabled; preset: disabled)\n     Active: active (running) since Tue 2026-03-10 13:57:02 CST; 1 week 2 days ago\n   Main PID: 861885 (python)\n      Tasks: 14 (limit: 9171)\n     Memory: 14.5M (peak: 118.5M swap: 106.2M swap peak: 106.2M)\n        CPU: 3min 22.594s\n     CGroup: /system.slice/butler-health.service\n             \u2514\u2500861885 /root/projects/butler/venv/bin/python slack_bot/main.py\n\nMar 10 13:57:02 VM-8-2-opencloudos systemd[1]: Started butler-health.service - Butler Health Bot.", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"success": true, "commandName": "deai", "status": "forked", "agentId": "ad2992d71ad0eeb12", "result": "API Error: 429 {\"error\":{\"type\":\"new_api_error\",\"message\":\"\u5f53\u524d\u6a21\u578b claude-sonnet-4-6 \u8d1f\u8f7d\u5df2\u7ecf\u8fbe\u5230\u4e0a\u9650\uff0c\u8bf7\u7a0d\u540e\u91cd\u8bd5 (request id: 20260323150830804690231LzbH7c74)\"},\"type\":\"error\"}"}


Output: {"status": "completed", "prompt": "Search for the existing \"deai\" skill file in this project. Look for files related to \"deai\", \"de-ai\", \"\u53bbai\u5316\", or \"AI tone removal\" in the .claude directory, superpowers directory, or any skills directory. Read the full content of any matching files. Also check for any related prompt files or configuration.", "agentId": "abdadb149058d8d42", "content": [{"type": "text", "text": "Perfect! Now I have all the information. Let me compile a comprehensive report.\n\n## Summary\n\nI found the existing \"deai\" skill file in your project. Here's the complete information:\n\n### **Main Deai Skill File**\n- **Location**: `/root/projects/butler/.claude/commands/deai.md`\n- **Status**: Active and registered in `.claude/settings.local.json`\n- **Model**: Sonnet\n- **Allowed Tools**: Read, Write, Glob\n- **Context**: Fork mode\n\n### **File Content Overview**\n\nThe `deai.md` file is a comprehensive skill that removes AI tone from articles. It follows a 7-step process:\n\n1. **Parse Input** - Takes file path as argument\n2. **Read Reference Guides** - Uses `POWELL_REVISE.md` and `writing_style.md` as authority\n3. **Read Original Article** - Loads the content\n4. **Analyze and Revise** - Applies revision standards in specific order:\n   - Section \u96f6 (Ten writing principles)\n   - Section \u4e00 (AI trace checklist)\n   - Section \u4e8c (Revision operations manual)\n   - Style alignment with writing DNA\n5. **Generate Revised Filename** - Adds `-Revised` before extension\n6. **Save Revised Version** - Writes humanized content\n7. **Confirmation** - Shows changes with specific rules applied\n\n### **Reference Documents**\n\n**1. POWELL_REVISE.md** (`/root/projects/butler/POWELL_REVISE.md`)\n- 432 lines comprehensive guide covering:\n  - 7 core writing principles (problem-driven, deletion priority, no recap, direct judgment, etc.)\n  - AI trace identification checklist with 9 categories\n  - Sentence-level revision operations\n  - Special case handling\n  - Self-checklist with 16 verification points\n  - Quick template for rapid revision\n  - Vocabulary blacklist/whitelist\n\n**2. writing_style.md** (`/root/projects/butler/writing_style.md`)\n- User's authentic writing style DNA:\n  - Structured thinking with fragmented expression\n  - Technical idealism romanticism (limit to 1-2 metaphors per article)\n  - Candid \"self-deprecation\" and transparency\n  - Calm fatalism with optimism\n  - Bilingual tech mixing (\u4e2d\u6587 + btw, todo, hosting, etc.)\n  - Conclusion-first approach\n  - Zero-fluff principle\n  - Typical sentence patterns\n  - Strict prohibitions (no \"\u7b80\u88c5\u623f\" metaphor, no pedagogical tone, etc.)\n\n### **Registration**\n\nThe skill is registered in `/root/projects/butler/.claude/settings.local.json` as:\n- `Bash(/deai:*)`\n- `Skill(deai)`\n\n### **Backups**\n\nThe skill was also archived in:\n- `/root/projects/butler/tag20260302/.claude/commands/deai.md` (March 2, 2026 snapshot)\n\n### **Related Documentation**\n\nThe skill is referenced in:\n- `/root/projects/butler/BOT_FEATURES_REFERENCE.md` - includes a section on \"AI\u5473\u53bb\u9664\u5de5\u5177\" (AI tone removal tool)\n\nThe deai skill is fully implemented and ready to use. It integrates deeply with your personal writing standards as defined in the POWELL_REVISE.md and writing_style.md guides."}], "totalDurationMs": 157278, "totalTokens": 33449, "totalToolUseCount": 22, "usage": {"input_tokens": 1, "cache_creation_input_tokens": 344, "cache_read_input_tokens": 32298, "output_tokens": 806, "server_tool_use": {"web_search_requests": 0, "web_fetch_requests": 0}, "service_tier": "standard", "cache_creation": {"ephemeral_1h_input_tokens": 0, "ephemeral_5m_input_tokens": 344}, "inference_geo": "", "iterations": [], "speed": "standard"}}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/POWELL_REVISE.md", "content": "# POWELL_REVISE.md\n# AI\u5473\u53bb\u9664\u4e0e\u6587\u7ae0\u4fee\u8ba2\u89c4\u8303\n\n> **\u4f7f\u7528\u573a\u666f**: \u5f53\u4f60\u4e0eAI\u63a2\u8ba8\u5e76\u751f\u6210\u6587\u7ae0\u540e\uff0c\u4f7f\u7528\u672c\u89c4\u8303\u5bf9\u6587\u7ae0\u8fdb\u884c\"\u53bbAI\u5473\"\u4fee\u8ba2\uff0c\u4f7f\u5176\u66f4\u63a5\u8fd1\u771f\u5b9e\u7684\u4e2a\u4eba\u8868\u8fbe\u3002\n\n---\n\n## \u4fee\u8ba2\u539f\u5219\u603b\u89c8\n\n**\u6838\u5fc3\u7406\u5ff5**: \u4fdd\u6301\u4f60\u7684\u601d\u60f3\u5185\u6838\u548c\u903b\u8f91\u9aa8\u67b6\uff0c\u53bb\u9664AI\u751f\u6210\u75d5\u8ff9\uff0c\u8ba9\u6587\u5b57\u66f4\u6709\"\u4eba\u5473\"\u3002\n\n**\u9009\u5b9a\u7b56\u7565**:\n- \u8bed\u6c14\u5f3a\u5ea6: \u4fdd\u6301\u539f\u98ce\u683c\uff0c\u4ec5\u53bbAI\u75d5\u8ff9\n- \u6587\u7ae0\u7ed3\u6784: \u4fdd\u6301\u6e05\u6670\u7ed3\u6784\uff081, 2, 3 \u5217\u8868\u548c\u6807\u9898\uff09\n- \u51cf\u5c11\u683c\u5f0f: \u9664\u4e86\u5fc5\u8981\u7684\u5206\u6bb5\uff0c\u6700\u597d\u4e0d\u8981\u4f7f\u7528Markdown\u8bed\u6cd5\n- \u7981\u6b62\u62ec\u53f7: \u5220\u9664\u6240\u6709\u89e3\u91ca\u6027\u62ec\u53f7\uff08\u542b\u672f\u8bed\u89e3\u91ca\u3001\u8865\u5145\u8bf4\u660e\uff09\uff0c\u65e0\u4f8b\u5916\n- \u8bcd\u6c47\u5904\u7406: \u5220\u9664\u8fc7\u6e21\u8bcd\u5806\u79ef + \u6253\u7834\u6392\u6bd4\u5bf9\u4ed7 + \u589e\u52a0\u53e3\u8bed\u5316 + \u4fdd\u7559\u6280\u672f\u51c6\u786e\u6027\n- \u60c5\u7eea\u8868\u8fbe: \u4fdd\u6301\u51b7\u9759\u5ba2\u89c2\uff0c\u901a\u8fc7\u7ec6\u8282\u589e\u52a0\u4eba\u5473\uff1b\u6bd4\u55bb\u662f\u6700\u540e\u624b\u6bb5\uff0c\u53ea\u5728\u771f\u6b63\u66f4\u6e05\u6670\u65f6\u7528\n\n---\n\n## \u96f6\u3001\u4e03\u5927\u5199\u4f5c\u539f\u5219\uff08\u6700\u9ad8\u4f18\u5148\u7ea7\uff09\n\n\u5728\u5e94\u7528\u540e\u7eed\u6240\u6709\u89c4\u5219\u4e4b\u524d\uff0c\u5148\u5bf9\u9f50\u8fd9\u4e03\u6761\u539f\u5219\uff1a\n\n**1. \u95ee\u9898\u5bfc\u5165\uff0c\u7981\u6b62\u4e0a\u5e1d\u89c6\u89d2**\n\u5f00\u5934\u5fc5\u987b\u4ece\u4e00\u4e2a\u5177\u4f53\u56f0\u60d1\u3001\u77db\u76fe\u6216\u573a\u666f\u5207\u5165\u3002\u7981\u6b62\u4ee5\"X\u662fY\u7684\u6838\u5fc3\"\u3001\"\u5728\u5f53\u4eca\u65f6\u4ee3\uff0cZ\u8d8a\u6765\u8d8a\u91cd\u8981\"\u8fd9\u7c7b\u5168\u77e5\u53d9\u8ff0\u5f00\u573a\u3002\n\n**2. \u5243\u5200\u539f\u5219\uff1a\u5220\u53e5\u4f18\u5148\u4e8e\u6539\u53e5**\n\u6bcf\u4e00\u53e5\u8bdd\uff0c\u95ee\u81ea\u5df1\uff1a\u5220\u6389\u5b83\uff0c\u610f\u601d\u6709\u6ca1\u6709\u635f\u5931\uff1f\u5982\u679c\u6ca1\u6709\uff0c\u76f4\u63a5\u5220\u3002\u4e0d\u8981\u6539\u5199\u5197\u4f59\u53e5\uff0c\u5220\u9664\u5b83\u3002\n\n**3. \u621b\u7136\u800c\u6b62\uff0c\u7981\u6b62\u9996\u5c3e\u547c\u5e94**\n\u6700\u540e\u4e00\u53e5\u6709\u5b9e\u8d28\u4fe1\u606f\u91cf\u5c31\u505c\u3002\u4e0d\u505a\u603b\u7ed3\uff0c\u4e0d\u56de\u671b\u5168\u6587\u3002\u7edd\u5bf9\u7981\u6b62\u628a\u5f00\u5934\u7684\u8bba\u70b9\u539f\u6837\u642c\u56de\u7ed3\u5c3e\u2014\u2014\u540c\u4e00\u4e2a\u89c2\u70b9\u5728\u9996\u5c3e\u5404\u8bf4\u4e00\u904d\u662f\u6700\u5178\u578b\u7684AI\u7ed3\u6784\u3002\n\n**4. \u53ea\u8bf4\u81ea\u5df1\u7684\u5224\u65ad\uff0c\u62d2\u7edd\"\u7406\u5ba2\u4e2d\"**\n\u7981\u6b62\"\u6709\u4e9b\u4eba\u8ba4\u4e3aX\uff0c\u4e5f\u6709\u4eba\u8ba4\u4e3aY\"\u7684\u9632\u5fa1\u6027\u5199\u6cd5\u3002\u76f4\u63a5\u8bf4\u4f60\u8ba4\u4e3a\u4ec0\u4e48\u3002\u660e\u786e\u7981\u7528\"\u6211\u53ef\u4ee5\u7406\u89e3\u4ed6\u4eec\u7684\u7126\u8651\"\u3001\"\u5f53\u7136\uff0c\u4efb\u4f55\u4e8b\u7269\u90fd\u6709\u4e24\u9762\u6027\"\u3001\"\u4e0d\u53ef\u5426\u8ba4\"\u2014\u2014\u8fd9\u7c7b\u5148\u5171\u60c5\u518d\u5426\u5b9a\u7684\u5957\u8def\u662f\u4f2a\u88c5\u6210\u7406\u6027\u7684\u9003\u907f\u3002\n\n**5. \u6bd4\u55bb\u662f\u6700\u540e\u624b\u6bb5**\n\u53ea\u6709\u6bd4\u55bb\u771f\u6b63\u6bd4\u76f4\u8bf4\u66f4\u6e05\u6670\u65f6\u624d\u7528\uff0c\u4e0d\u8981\u4e3a\u4e86\"\u6709\u4eba\u5473\"\u800c\u5f3a\u884c\u52a0\u3002\u5168\u7bc7\u6700\u591a1\u4e2a\uff0c\u6ca1\u6709\u4e5f\u5b8c\u5168\u53ef\u4ee5\u3002\n\n**6. \u9690\u53bb\u7b2c\u4e00\u4eba\u79f0**\n\u4e25\u7981\u6cdb\u6ee5\u4f7f\u7528\"\u6211\"\uff08\"\u6211\u4e00\u76f4\u6709\u4e2a\u89c2\u70b9\"\u3001\"\u6211\u5728\u8bfb\u6e90\u7801\u65f6\u53d1\u73b0\"\u3001\"\u6211\u5efa\u8bae\"\uff09\u3002\u89c2\u70b9\u548c\u4e8b\u5b9e\u81ea\u5df1\u4f1a\u8bf4\u8bdd\uff0c\u4e0d\u8981\u628a\"\u6211\"\u5f53\u6210\u6a21\u62df\u4eba\u7c7b\u8bed\u6c14\u7684\u6807\u70b9\u7b26\u53f7\u3002\u5076\u5c14\u4e00\u6b21\u6ca1\u95ee\u9898\uff0c\u5168\u6587\u6bcf\u6bb5\u90fd\u6709\u5c31\u662f\u95ee\u9898\u3002\n\n**7. \u5f3a\u5236\u4e3b\u89c2\u5224\u65ad**\n\u9648\u8ff0\u6280\u672f\u4e8b\u5b9e\u6216\u63cf\u8ff0\u67d0\u4e2a\u5de5\u5177/\u65b9\u6848\u65f6\uff0c\u5fc5\u987b\u9644\u5e26\u76f4\u63a5\u8bc4\u4ef7\u3002\u4e0d\u8981\u53ea\u7f57\u5217\u7279\u6027\uff0c\u8981\u8bf4\u5b83\u66b4\u529b\u4f46\u6709\u6548\u3001\u8bbe\u8ba1\u6e05\u723d\u3001\u6781\u5ea6\u8106\u5f31\u2014\u2014\u8fd9\u4e0d\u662f\u4fee\u8f9e\uff0c\u662f\u4fe1\u606f\u5bc6\u


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/.claude/commands/deai.md", "content": "---\ndescription: Remove AI tone from article and save revised version\nargument-hint: <file_path>\nallowed-tools: Read, Write, Glob\ncontext: fork\nmodel: sonnet\n---\n\n# De-AI Article Reviser\n\nRemove artificial AI tone from articles using the project's established revision standards.\n\n## Step 1: Parse Input\n\nInput file path: $ARGUMENTS\n\nIf no path provided, ask the user to provide a file path.\n\n## Step 2: Read Reference Guides\n\nRead these two files from the project root for revision standards:\n- `POWELL_REVISE.md` \u2014 the primary de-AI revision guide (principles, AI trace checklist, revision operations, vocabulary blacklist/whitelist)\n- `writing_style.md` \u2014 the user's authentic writing style DNA\n\nThese two files are the **sole authority** on what counts as AI tone and how to fix it. Do NOT use your own generic rules \u2014 follow these guides strictly.\n\n## Step 3: Read Original Article\n\nRead the file content using the Read tool with the provided path.\n\n## Step 4: Analyze and Revise\n\nApply `POWELL_REVISE.md` in this order:\n\n1. **Section \u96f6 (\u5341\u5927\u5199\u4f5c\u539f\u5219)**: Check each principle \u2014 problem-driven opening, deletion priority, no recap, direct judgment, metaphor as last resort, hidden first-person, forced subjectivity, vocabulary reduction, audience baseline, no chicken soup.\n2. **Section \u4e00 (AI\u75d5\u8ff9\u8bc6\u522b\u6e05\u5355)**: Scan for and fix all listed AI traces \u2014 transition word piling, mechanical parallelism, over-balanced phrasing, defensive citations, empty modifiers, AI endings, self-Q&A, perfect three-part structure, grand vocabulary bombing.\n3. **Section \u4e8c (\u4fee\u8ba2\u64cd\u4f5c\u624b\u518c)**: Apply sentence-level rewrites \u2014 break parallelism, add colloquial tone, vary paragraph lengths, insert genuine thinking.\n4. **Style alignment**: Cross-reference with `writing_style.md` to match the user's authentic voice \u2014 bilingual tech terms, conclusion-first, zero-fluff, max 1-2 metaphors.\n\n**Preserve**:\n- Original meaning and key information\n- Technical terms and proper nouns\n- Code blocks, lists, and structural formatting\n- Original language (Chinese/English)\n\n## Step 5: Generate Revised Filename\n\nFrom the original file path, generate the revised filename:\n- Extract directory, filename, and extension\n- Add `-Revised` before the extension\n- Example: `/path/to/article.md` \u2192 `/path/to/article-Revised.md`\n\n## Step 6: Save Revised Version\n\nWrite the humanized content to the new file path.\n\n## Step 7: Confirmation\n\nOutput a success message showing:\n- Original file path\n- Revised file path\n- 3-5 specific changes made (reference which POWELL_REVISE rule was applied)\n\n## Output Format\n\n```\nArticle Revised - AI Tone Removed\n\nOriginal: /path/to/article.md\nRevised:  /path/to/article-Revised.md\n\nChanges applied:\n- [\u539f\u52193 \u621b\u7136\u800c\u6b62] \u5220\u9664\u4e86\u9996\u5c3e\u547c\u5e94\u7684\u7ed3\u5c3e\u6bb5\n- [1.1 \u8fc7\u6e21\u8bcd] \u5220\u9664\u4e86\"\u9996\u5148...\u5176\u6b21...\u6700\u540e\"\u7ed3\u6784\n- [1.1 \u7a7a\u6d1e\u4fee\u9970\u8bcd] \u5c06\"\u7834\u574f\u6027\u662f\u707e\u96be\u7ea7\u7684\"\u6539\u4e3a\u5177\u4f53\u63cf\u8ff0\n- ...\n\nDone.\n```\n", "numLines": 80, "startLine": 1, "totalLines": 80}}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/writing_style.md", "content": "# \u5199\u4f5c\u98ce\u683c\u6307\u5357 (Writing Style Guide)\n\n## 1. \u6838\u5fc3\u8bed\u611f\u57fa\u56e0 (Style DNA)\n*   **\u7ed3\u6784\u5316\u601d\u8003\uff0c\u788e\u7247\u5316\u8868\u8fbe**\uff1a\n    *   \u4e60\u60ef\u4f7f\u7528\u6e05\u6670\u7684\u5217\u8868\uff081, 2, 3...\uff09\u548c\u5b50\u5f39\u70b9\u3002\n    *   \u5373\u4fbf\u662f\u590d\u6742\u8bba\u8ff0\uff0c\u4e5f\u8981\u62c6\u89e3\u4e3a\u660e\u786e\u7684\u6807\u9898\uff08\u5982\u201c\u73b0\u72b6\u201d\u3001\u201c\u6311\u6218\u201d\u3001\u201c\u7ed3\u8bed\u201d\uff09\u3002\n*   **\u6280\u672f\u7406\u60f3\u4e3b\u4e49\u7684\u6d6a\u6f2b**\uff1a\n    *   \u53ef\u4ee5\u4f7f\u7528\u5b8f\u5927\u7684\u5386\u53f2\u6216\u6587\u5b66\u9690\u55bb\uff08\u5982\uff1a\u897f\u897f\u5f17\u65af\u3001\u5df4\u522b\u5854\u3001\u798f\u7279\u751f\u4ea7\u7ebf\u3001\u9b54\u6cd5\uff09\uff0c\u4f46\u6bcf\u7bc7\u6587\u7ae0**\u6700\u591a\u51fa\u73b0 1-2 \u4e2a\u6bd4\u55bb**\uff0c\u4e0d\u91cd\u590d\u4f7f\u7528\u540c\u4e00\u4e2a\u3002\n    *   \u5c06\u67af\u71e5\u7684\u6280\u672f\u6982\u5ff5\u201d\u4eba\u683c\u5316\u201d\u6216\u201d\u751f\u6d3b\u5316\u201d\uff08\u5982\uff1a\u670d\u52a1\u5668\u662f\u5ba0\u7269\u8fd8\u662f\u725b\u7fa4\uff09\u3002\n*   **\u771f\u8bda\u4e14\u900f\u660e\u7684\u201c\u81ea\u9ed1\u201d**\uff1a\n    *   \u4e0d\u907f\u8bb3\u8c08\u53ca\u5c40\u9650\u6027\u6216\u4e2a\u4eba\u80cc\u666f\uff08\u201c\u5c0f\u9547\u505a\u9898\u5bb6\u201d\uff09\u3002\u4ee5\u5766\u8bda\u5efa\u7acb\u4fe1\u4efb\uff0c\u53cd\u5bf9\u5b98\u50da\u5957\u8bdd\u3002\n*   **\u51b7\u9759\u7684\u5bbf\u547d\u611f\u4e0e\u4e50\u89c2**\uff1a\n    *   \u8bed\u6c14\u4e2d\u5e38\u5e26\u6709\u201c\u63a5\u53d7\u6700\u574f\u60c5\u51b5\uff0c\u4f46\u575a\u6301\u80cc\u6c34\u4e00\u6218\u201d\u7684\u97e7\u6027\u3002\n\n## 2. \u6c9f\u901a\u4e0e\u8bcd\u6c47 (Communication & Vocabulary)\n*   **\u4e2d\u82f1\u6280\u672f\u6df7\u6392 (Bilingual Accuracy)**\uff1a\n    *   \u5728\u4e2d\u6587\u53d9\u8ff0\u4e2d\u81ea\u7136\u5d4c\u5165\u6280\u672f\u6216\u5546\u52a1\u672f\u8bed\uff08\u5982\uff1abtw, todo, hosting, computing, infra, winback, poc, roadmap\uff09\u3002\n    *   \u4e13\u4e1a\u540d\u8bcd\u4e25\u683c\u4fdd\u7559\u82f1\u6587\uff0c\u8ffd\u6c42\u8868\u8fbe\u7684\u7cbe\u786e\u6027\u3002\n*   **\u7ed3\u8bba\u5148\u884c & \u201c\u4e3a\u4ec0\u4e48\u201d\u9a71\u52a8**\uff1a\n    *   \u9996\u5148\u6982\u8ff0\u6838\u5fc3\u7ed3\u8bba\u3002\n    *   \u5f3a\u8c03\u884c\u52a8\u7684\u5408\u7406\u6027\uff0c\u89e3\u91ca\u201c\u4e3a\u4ec0\u4e48\u8981\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u201d\u3002\n*   **\u96f6\u5e9f\u8bdd\u539f\u5219 (Zero Fluff)**\uff1a\n    *   \u7701\u7565\u65e0\u610f\u4e49\u7684\u5bd2\u6684\u548c\u91cd\u590d\u3002\u76f4\u63a5\u8f93\u51fa\u6838\u5fc3\u903b\u8f91\u3002\n\n## 3. \u8f93\u51fa\u89c4\u8303 (Output Standards)\n*   **\u7b80\u6d01\u6709\u5e8f**\uff1a\u903b\u8f91\u7ed3\u6784\u5fc5\u987b\u662f\u7b2c\u4e00\u4f4d\u7684\uff0c\u591a\u7528\u5b50\u5f39\u70b9\u3002\n*   **\u53bb\u6982\u5ff5\u5316**\uff1a\u64c5\u957f\u5c06\u590d\u6742\u6280\u672f\u201c\u4eba\u8bdd\u5316\u201d\u3002\n*   **\u7eaf\u6587\u672c\u503e\u5411**\uff1a\u4f18\u5148\u7528\u81ea\u7136\u8bed\u8a00\u5206\u6bb5\uff0c\u4e0d\u7528 Markdown \u52a0\u7c97\uff08**xxx**\uff09\u88c5\u9970\u666e\u901a\u8bcd\u6c47\uff0c\u4e0d\u7528 `---` \u5206\u5272\u7ebf\u5236\u9020\u4eea\u5f0f\u611f\uff0c\u6807\u9898\u548c\u6709\u5e8f\u5217\u8868\u4ec5\u5728\u7ed3\u6784\u771f\u6b63\u9700\u8981\u65f6\u4f7f\u7528\u3002\n*   **\u51cf\u5c11\u89e3\u91ca**\uff1a\u5c3d\u91cf\u4e0d\u8981\u7528\u62ec\u53f7\u6765\u89e3\u91ca\u672f\u8bed\u6216\u8005\u6bd4\u55bb\uff0c\u51cf\u5c11\u5bf9\u6d41\u7545\u6027\u7684\u6253\u65ad\n\n\n## 4. \u5178\u578b\u53e5\u5f0f (Patterns to Mimic)\n*   \u201c\u5176\u5b9e\u6211\u77e5\u9053\u5927\u5bb6\u89c9\u5f97...\u4f46\u662f\u6211\u4e5f\u5bf9\u6b64\u6301\u6709\u975e\u5e38\u7591\u8651\u7684\u6001\u5ea6\uff0c\u6211\u5fc5\u987b\u8981\u660e\u786e\u627f\u8ba4\u8fd9\u4e00\u70b9\u3002\u201d\n*   \u201c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e24\u4e2a\u6781\u7aef\u89d2\u5ea6\u6765\u56de\u7b54\u8fd9\u4e9b\u6240\u6709\u95ee\u9898\u3002\u201d\n*   \u201c\u4e91\u7684\u7406\u60f3\u975e\u5e38\u76f4\u63a5\uff0c\u5c31\u662f\u6211\u4eec\u8981\u5efa\u8bbe\u4e00\u4e2aIT\u7684\u5df4\u522b\u5854\u3002\u201d\n*   \u201c\u8fd9\u4e0d\u4ec5\u662f\u70ab\u6280\uff0c\u66f4\u662f\u4e3a\u4e86\u89e3\u51b3...\u7684\u77db\u76fe\u3002\u201d\n\n## 5. \u7981\u5fcc (Strict Don'ts)\n*   **\u7981\u6b62**\uff1a\u8bf4\u6559\u5f0f\u7684\u8bed\u6c14\uff08\u5982\u201d\u8bb0\u5f97\u8981\u6ce8\u610f...\u201d\uff09\u3002\n*   **\u7981\u6b62**\uff1a\u5728\u6ca1\u6709\u5177\u4f53\u65b9\u6848\u65f6\u4f7f\u7528\u7a7a\u6d1e\u7684\u9f13\u52b1\u8bdd\u8bed\u3002\n*   **\u7981\u6b62**\uff1a\u4f7f\u7528\u5b98\u50da\u8272\u5f69\u6d53\u539a\u7684\u884c\u653f\u5957\u8bdd\u3002\n*   **\u7981\u6b62**\uff1a\u5728\u8f93\u51fa\u6587\u672c\u4e2d\u63d0\u53ca\u5185\u90e8\u51b3\u7b56\u6846\u67b6\u540d\u79f0\uff08GPA\u3001IPO \u7b4


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/POWELL_REVISE.md", "content": "**\u9009\u5b9a\u7b56\u7565**:\n- \u8bed\u6c14\u5f3a\u5ea6: \u4fdd\u6301\u539f\u98ce\u683c\uff0c\u4ec5\u53bbAI\u75d5\u8ff9\n- \u6587\u7ae0\u7ed3\u6784: \u4fdd\u6301\u6e05\u6670\u7ed3\u6784\uff081, 2, 3 \u5217\u8868\u548c\u6807\u9898\uff09\n- \u51cf\u5c11\u683c\u5f0f: \u9664\u4e86\u5fc5\u8981\u7684\u5206\u6bb5\uff0c\u6700\u597d\u4e0d\u8981\u4f7f\u7528Markdown\u8bed\u6cd5\n- \u7981\u6b62\u62ec\u53f7: \u5220\u9664\u6240\u6709\u89e3\u91ca\u6027\u62ec\u53f7\uff08\u542b\u672f\u8bed\u89e3\u91ca\u3001\u8865\u5145\u8bf4\u660e\uff09\uff0c\u65e0\u4f8b\u5916\n- \u8bcd\u6c47\u5904\u7406: \u5220\u9664\u8fc7\u6e21\u8bcd\u5806\u79ef + \u6253\u7834\u6392\u6bd4\u5bf9\u4ed7 + \u589e\u52a0\u53e3\u8bed\u5316 + \u4fdd\u7559\u6280\u672f\u51c6\u786e\u6027\n- \u60c5\u7eea\u8868\u8fbe: \u4fdd\u6301\u51b7\u9759\u5ba2\u89c2\uff0c\u901a\u8fc7\u7ec6\u8282\u589e\u52a0\u4eba\u5473\uff1b\u6bd4\u55bb\u662f\u6700\u540e\u624b\u6bb5\uff0c\u53ea\u5728\u771f\u6b63\u66f4\u6e05\u6670\u65f6\u7528\n", "numLines": 8, "startLine": 12, "totalLines": 432}}


Output: {"filePath": "/root/projects/butler/POWELL_REVISE.md", "oldString": "- \u7981\u6b62\u62ec\u53f7: \u5220\u9664\u6240\u6709\u89e3\u91ca\u6027\u62ec\u53f7\uff08\u542b\u672f\u8bed\u89e3\u91ca\u3001\u8865\u5145\u8bf4\u660e\uff09\uff0c\u65e0\u4f8b\u5916", "newString": "- \u7981\u6b62\u62ec\u53f7: \u9ed8\u8ba4\u5220\u9664\u6240\u6709\u89e3\u91ca\u6027\u62ec\u53f7\u3002\u6781\u5c11\u6570\u60c5\u51b5\u4e0b\u62ec\u53f7\u5185\u5bb9\u5bf9\u7406\u89e3\u786e\u5b9e\u4e0d\u53ef\u6216\u7f3a\uff0c\u7528\"\u4e5f\u5c31\u662f\"\u6216\"\u5373\"\u6574\u5408\u8fdb\u53e5\u5b50\uff0c\u4e0d\u4fdd\u7559\u62ec\u53f7\u672c\u8eab", "originalFile": "# POWELL_REVISE.md\n# AI\u5473\u53bb\u9664\u4e0e\u6587\u7ae0\u4fee\u8ba2\u89c4\u8303\n\n> **\u4f7f\u7528\u573a\u666f**: \u5f53\u4f60\u4e0eAI\u63a2\u8ba8\u5e76\u751f\u6210\u6587\u7ae0\u540e\uff0c\u4f7f\u7528\u672c\u89c4\u8303\u5bf9\u6587\u7ae0\u8fdb\u884c\"\u53bbAI\u5473\"\u4fee\u8ba2\uff0c\u4f7f\u5176\u66f4\u63a5\u8fd1\u771f\u5b9e\u7684\u4e2a\u4eba\u8868\u8fbe\u3002\n\n---\n\n## \u4fee\u8ba2\u539f\u5219\u603b\u89c8\n\n**\u6838\u5fc3\u7406\u5ff5**: \u4fdd\u6301\u4f60\u7684\u601d\u60f3\u5185\u6838\u548c\u903b\u8f91\u9aa8\u67b6\uff0c\u53bb\u9664AI\u751f\u6210\u75d5\u8ff9\uff0c\u8ba9\u6587\u5b57\u66f4\u6709\"\u4eba\u5473\"\u3002\n\n**\u9009\u5b9a\u7b56\u7565**:\n- \u8bed\u6c14\u5f3a\u5ea6: \u4fdd\u6301\u539f\u98ce\u683c\uff0c\u4ec5\u53bbAI\u75d5\u8ff9\n- \u6587\u7ae0\u7ed3\u6784: \u4fdd\u6301\u6e05\u6670\u7ed3\u6784\uff081, 2, 3 \u5217\u8868\u548c\u6807\u9898\uff09\n- \u51cf\u5c11\u683c\u5f0f: \u9664\u4e86\u5fc5\u8981\u7684\u5206\u6bb5\uff0c\u6700\u597d\u4e0d\u8981\u4f7f\u7528Markdown\u8bed\u6cd5\n- \u7981\u6b62\u62ec\u53f7: \u5220\u9664\u6240\u6709\u89e3\u91ca\u6027\u62ec\u53f7\uff08\u542b\u672f\u8bed\u89e3\u91ca\u3001\u8865\u5145\u8bf4\u660e\uff09\uff0c\u65e0\u4f8b\u5916\n- \u8bcd\u6c47\u5904\u7406: \u5220\u9664\u8fc7\u6e21\u8bcd\u5806\u79ef + \u6253\u7834\u6392\u6bd4\u5bf9\u4ed7 + \u589e\u52a0\u53e3\u8bed\u5316 + \u4fdd\u7559\u6280\u672f\u51c6\u786e\u6027\n- \u60c5\u7eea\u8868\u8fbe: \u4fdd\u6301\u51b7\u9759\u5ba2\u89c2\uff0c\u901a\u8fc7\u7ec6\u8282\u589e\u52a0\u4eba\u5473\uff1b\u6bd4\u55bb\u662f\u6700\u540e\u624b\u6bb5\uff0c\u53ea\u5728\u771f\u6b63\u66f4\u6e05\u6670\u65f6\u7528\n\n---\n\n## \u96f6\u3001\u4e03\u5927\u5199\u4f5c\u539f\u5219\uff08\u6700\u9ad8\u4f18\u5148\u7ea7\uff09\n\n\u5728\u5e94\u7528\u540e\u7eed\u6240\u6709\u89c4\u5219\u4e4b\u524d\uff0c\u5148\u5bf9\u9f50\u8fd9\u4e03\u6761\u539f\u5219\uff1a\n\n**1. \u95ee\u9898\u5bfc\u5165\uff0c\u7981\u6b62\u4e0a\u5e1d\u89c6\u89d2**\n\u5f00\u5934\u5fc5\u987b\u4ece\u4e00\u4e2a\u5177\u4f53\u56f0\u60d1\u3001\u77db\u76fe\u6216\u573a\u666f\u5207\u5165\u3002\u7981\u6b62\u4ee5\"X\u662fY\u7684\u6838\u5fc3\"\u3001\"\u5728\u5f53\u4eca\u65f6\u4ee3\uff0cZ\u8d8a\u6765\u8d8a\u91cd\u8981\"\u8fd9\u7c7b\u5168\u77e5\u53d9\u8ff0\u5f00\u573a\u3002\n\n**2. \u5243\u5200\u539f\u5219\uff1a\u5220\u53e5\u4f18\u5148\u4e8e\u6539\u53e5**\n\u6bcf\u4e00\u53e5\u8bdd\uff0c\u95ee\u81ea\u5df1\uff1a\u5220\u6389\u5b83\uff0c\u610f\u601d\u6709\u6ca1\u6709\u635f\u5931\uff1f\u5982\u679c\u6ca1\u6709\uff0c\u76f4\u63a5\u5220\u3002\u4e0d\u8981\u6539\u5199\u5197\u4f59\u53e5\uff0c\u5220\u9664\u5b83\u3002\n\n**3. \u621b\u7136\u800c\u6b62\uff0c\u7981\u6b62\u9996\u5c3e\u547c\u5e94**\n\u6700\u540e\u4e00\u53e5\u6709\u5b9e\u8d28\u4fe1\u606f\u91cf\u5c31\u505c\u3002\u4e0d\u505a\u603b\u7ed3\uff0c\u4e0d\u56de\u671b\u5168\u6587\u3002\u7edd\u5bf9\u7981\u6b62\u628a\u5f00\u5934\u7684\u8bba\u70b9\u539f\u6837\u642c\u56de\u7ed3\u5c3e\u2014\u2014\u540c\u4e00\u4e2a\u89c2\u70b9\u5728\u9996\u5c3e\u5404\u8bf4\u4e00\u904d\u662f\u6700\u5178\u578b\u7684AI\u7ed3\u6784\u3002\n\n**4. \u53ea\u8bf4\u81ea\u5df1\u7684\u5224\u65ad\uff0c\u62d2\u7edd\"\u7406\u5ba2\u4e2d\"**\n\u7981\u6b62\"\u6709\u4e9b\u4eba\u8ba4\u4e3aX\uff0c\u4e5f\u6709\u4eba\u8ba4\u4e3aY\"\u7684\u9632\u5fa1\u6027\u5199\u6cd5\u3002\u76f4\u63a5\u8bf4\u4f60\u8ba4\u4e3a\u4ec0\u4e48\u3002\u660e\u786e\u7981\u7528\"\u6211\u53ef\u4ee5\u7406\u89e3\u4ed6\u4eec\u7684\u7126\u8651\"\u3001\"\u5f53\u7136\uff0c\u4efb\u4f55\u4e8b\u7269\u90fd\u6709\u4e24\u9762\u6027\"\u3001\"\u4e0d\u53ef\u5426\u8ba4\"\u2014\u2014\u8fd9\u7c7b\u5148\u5171\u60c5\u518d\u5426\u5b9a\u7684\u5957\u8def\u662f\u4f2a\u88c5\u6210\u7406\u6027\u7684\u9003\u907f\u3002\n\n**5. \u6bd4\u55bb\u662f\u6700\u540e\u624b\u6bb5**\n\u53ea\u6709\u6bd4\u55bb\u771f\u6b63\u6bd4\u76f4\u8bf4\u66f4\u6e05\u6670\u65f6\u624d\u7528\uff0c\u4e0d\u8981\u4e3a\u4e86\"\u6709\u4eba\u5473\"\u800c\u5f3a\u884c\u52a0\u3002\u5168\u7bc7\u6700\u591a1\u4e2a\uff0c\u6ca1\u6709\u4e5f\u5b8c\u5168\u53ef\u4ee5\u3002\n\n**6. \u9690\u53bb\u7b2c\u4e00\u4eba\u79f0**\n\u4e25\u7981\u6cdb\u6ee5\u4f7f\u7528\"\u6211\"\uff08\"\u6211\u4e00\u76f4\u6709\u4e2a\u89c2\u70b9\"\u3001\"\u6211\u5728\u8bfb\u6e90\u7801\u65f6\u53d1\u73b0\"\u3001\"\u6211\u5efa\u8bae\"\uff09\u3002\u89c2\u70b9\u548c\u4e8b\u5b9e\u81ea\u5df1\u4f1a\u8bf4\u8bdd\uff0c\u4e0d\u8981\u628a\"\u6211\"\u5f53\u6210\u6a21\u62df\u4eba\u7c7b\u8bed\u6c14\u7684\u6807\u70b9\u7b26\u53f7\u3002\u5076\u5c14\u4e


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/POWELL_REVISE.md", "content": "\n**\u589e\u52a0\u53e3\u8bed\u5316\u8868\u8fbe**:\n```\nBefore (AI\u5473):\n\u7ecf\u8fc7\u6df1\u5165\u5206\u6790\uff0c\u6211\u4eec\u8ba4\u4e3a\u8be5\u65b9\u6848\u5177\u6709\u53ef\u884c\u6027\u3002\n\nAfter (\u53bbAI\u5473):\n\u8fd9\u4e2a\u65b9\u6848\u80fd\u4e0d\u80fd\u884c\uff1f\u6211\u89c9\u5f97\u95ee\u9898\u4e0d\u5927\uff0c\u4e3b\u8981\u662f\u770b\u6267\u884c\u3002\n```\n\n**\u4fdd\u7559\u6280\u672f\u51c6\u786e\u6027**:\n```\n\u2705 \u4fdd\u6301: CVM, Lighthouse, TTFT, P95, GPU, infra, winback\n\u2705 \u4fdd\u6301: \u5177\u4f53\u7684\u6027\u80fd\u6570\u636e \"3\u79d2\u5f00\u670d\" \"0.1%\u7684\u6982\u7387\"\n\u2705 \u4fdd\u6301: \u4e13\u4e1a\u672f\u8bed\u7684\u82f1\u6587\u8868\u8fbe\uff0c\u4e0d\u8981\u5f3a\u884c\u7ffb\u8bd1\u6210\u4e2d\u6587\n```\n\n**\u7981\u7528\u9632\u5fa1\u6027\u5f15\u53f7**:\n```\n\u274c \u5bf9\u5f52\u7eb3\u6027\u8bcd\u6c47\u5957\u5f15\u53f7\u5236\u9020\u7126\u70b9: \"\u8c03\u620f\" \"\u6570\u5b57\u66ff\u8eab\" \"\u4f60\u95ee\u6211\u7b54\" \"\u4e3b\u52a8\u4ea4\u529e\" \"\u5305\u5de5\u5934\u6a21\u5f0f\" \"\u56fa\u5316\" \"\u7edf\u4e00\u5165\u53e3\" \"\u795e\u5668\" \"\u6296\u673a\u7075\"", "numLines": 20, "startLine": 145, "totalLines": 432}}


Output: {"status": "completed", "prompt": "Find all files related to \"zhihu\" mode in this project. Search for:\n1. Any file containing \"zhihu\" (case insensitive)\n2. Any prompt templates or mode definitions\n3. The generation pipeline - how text goes from input to output\n\nReport the file paths, relevant code sections, and how the pipeline works.", "agentId": "a356502e4d44b236a", "agentType": "Explore", "content": [{"type": "text", "text": "Perfect! Now I have all the information I need. Let me create a comprehensive report on the zhihu mode and pipeline.\n\n## Summary\n\nI've found all files related to \"zhihu\" mode in the Butler project. Here's a comprehensive overview of the system architecture, files, and generation pipeline:\n\n### File Locations\n\n**Core Implementation Files:**\n- `/root/projects/butler/slack_bot/zhihu/zhihu_hunter.py` - Main question discovery and answer drafting logic\n- `/root/projects/butler/slack_bot/zhihu/zhihu_playwright_engine.py` - Browser automation for login and publishing\n- `/root/projects/butler/slack_bot/zhihu/slack_interactive_gateway.py` - Slack UI controls and approval gates\n- `/root/projects/butler/slack_bot/obsidian/generators.py` - Contains `ZhihuGenerator` class (lines 516-672)\n- `/root/projects/butler/slack_bot/obsidian/dispatcher.py` - Routes \"zhihu\" and \"zhihu-hunter\" modes\n\n**Style & Guide Files:**\n- `/root/projects/butler/zhihu-style.md` - Comprehensive style guide (610 lines) with 10 sections\n- `/root/projects/butler/zhihu-bot-style.md` - Bot-specific hard constraints and overrides\n- `/root/projects/butler/zhihu-hunter-guide.md` - User documentation for the hunter workflow\n- `/root/projects/butler/zhihu-sample/12.md` - Example Zhihu answer (AWS reinvent analysis)\n\n---\n\n## Two Separate Modes\n\n### 1. MODE_ZHIHU: Direct Answer Generation\n**Dispatcher:** Lines 262-294 in dispatcher.py\n\nTakes a question (optionally with context) and generates a Zhihu-style answer.\n\n**Input Format:** `Question | Core Ideas` (the `|` separator is optional for follow-up refinement)\n\n**Pipeline:**\n```\nUser Input (in Slack)\n        \u2193\n[First Turn - Full Rich Prompt Build]\n        \u2193\nLoad zhihu-style.md + zhihu-bot-style.md (style rules)\nLoad methodology.md (core philosophy)\nSearch Obsidian vault via ObsidianIndexer (keyword-based RAG)\nSearch vector store semantically (ChromaDB, top 3 results)\n        \u2193\nCreate combined prompt with:\n  - Style guide\n  - RAG context from vault\n  - User's core ideas\n  - Question text\n        \u2193\nLLM Call 1: Generate draft answer\n        \u2193\nLLM Call 2: De-AI Review (enforce zhihu-bot-style.md rules)\n        \u2193\nReturn pure plain-text answer\n        \u2193\n[Follow-up Turns]\n        \u2193\nUser can refine with \"make it shorter\", \"more formal\", etc.\nLLM applies refinement to existing answer\n```\n\n**Key Code:** `ZhihuGenerator.chat()` in generators.py (lines 519-672)\n\n---\n\n### 2. MODE_ZHIHU_HUNTER: Question Discovery + Draft Pipeline\n**Dispatcher:** Lines 172-258 in dispatcher.py\n\nDiscovers Zhihu questions from vault content, then generates answers for approval.\n\n**Six Ways to Find Questions:**\n\n| Method | Command | Behavior |\n|--------|---------|----------|\n| Auto scan | `\u5f00\u59cb` | Scan all dirs (7 days), extract keywords via LLM, search Zhihu |\n| Dir-specific | `article`, `notes`, `claw` | Scan one directory with optional topic focus |\n| Single file | `Article/8-xxx-Revised.md` | Ground answer in this specific file |\n| Glob pattern | `Article/*agent*-Revised.md` | Combine matched files for keyword extraction |\n| Keywords | `AI\u667a\u80fd\u4f53 \u5927\u6a21\u578b` | Skip vault scan, search Zhihu directly |\n| Direct URL | `https://www.zhihu.com/question/123456` | Fetch title/description, create question card |\n\n**Complete Hunter Pipeline:**\n\n```\n[Phase 1: Question Discovery]\nUser triggers hunt (6 methods above)\n        \u2193\nVault Scanning (if applicable):\n  - Collect recent files from watched dirs:\n    \u2022 notes/ (7 days old)\n    \u2022 Article/ (no time filter, -Revised.md prioritized)\n    \u2022 Clippings/ (7 days old)\n    \u2022 CLAW/deepfact/ (7 days old)\n    \u2022 auto_report/deep-dive/ (7 days old)\n  - Read file headers (strip YAML frontmatter)\n  - Combine with per-file budget (500-800 chars)\n  - Total budget: 8000 chars\n        \u2193\nLLM Keyword Extraction:\n  - Prompt: Extract 10 topic keywords from aggregated vault text\n  - Avoid: overly niche terms, too broad concepts, project codenames\n  - Use: upper-level concepts users would search for\n  - Example: \"OpenClaw\" \u2192 \"AI\u667a\u80fd\u4f53\u5b89\u5168\"\n        \u2193\nTavily Search (via TavilyClient):\n  - Search for: site:zhihu.com/question <keyword>\n  - Filter: exclude non-question URLs (no /answer/, /comment/)\n  - Normalize URLs (strip params, trailing chars)\n  - Return up to 12 questions (deduplicated)\n        \u2193\nReturn: List[ZhihuQuestion]\n  - title


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/generators.py", "content": "class ZhihuGenerator(BaseGenerator):\n    \"\"\"Generate Zhihu-style answers based on style guide and user's knowledge base.\"\"\"\n\n    def chat(self, user_input: str, history: List[Dict]) -> Tuple[str, List[Dict]]:\n\n        is_first_turn = (len(history) == 0)\n        built_rich_prompt = False  # tracks whether we ran the full question->draft pipeline\n\n        # Pre-load rule files (needed for second-pass review)\n        zhihu_bot_style = self._read_file(\"zhihu-bot-style.md\")\n\n        # Treat as a new question if:\n        # - history is empty (genuine first turn), OR\n        # - user input contains \"|\" (explicit \"Question | Core Ideas\" format), OR\n        # - user input starts with known question triggers like \"\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\", OR\n        # - user input contains a Zhihu question URL (pasting a new question link)\n        is_new_question = (\n            is_first_turn\n            or \"|\" in user_input\n            or user_input.strip().startswith(\"\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\")\n            or \"zhihu.com/question/\" in user_input\n        )\n\n        if is_new_question:\n            # === First Turn: Build Rich Prompt ===\n            # Expected input format: \"Question | Core Ideas\"\n            parts = user_input.split(\"|\", 1)\n            question = parts[0].strip()\n            core_ideas = parts[1].strip() if len(parts) > 1 else \"\"\n\n            # 1. Load Style Guide (zhihu-style.md serves as writing standard, NOT as material)\n            zhihu_style_guide = self._read_file(\"zhihu-style.md\")\n            # Bot-specific overrides (plain-text output, no bracket explanations, etc.)\n            if zhihu_bot_style:\n                zhihu_style_guide = zhihu_style_guide + \"\\n\\n\" + zhihu_bot_style\n\n            # 2. RAG from Obsidian vault for actual content material\n            rag_notes = self.indexer.search(question, limit=5)\n            rag_text = \"\\n\\n\".join(rag_notes)\n\n            # 3. Load methodology\n            methodology = self._read_file(\"methodology.md\")\n\n            semantic_context = self._semantic_search(question, top_k=3)\n\n            prompt = f\"\"\"You are answering a Zhihu question. Your goal is to write an authentic, experience-driven answer that sounds like a real human, not AI-generated.\n\n=== YOUR IDENTITY & METHODOLOGY ===\n{methodology}\n\n=== ZHIHU STYLE GUIDE (FOLLOW THESE WRITING PRINCIPLES) ===\n{zhihu_style_guide}\n\nCRITICAL: The style guide above defines HOW to write (tone, structure, language patterns).\nDo NOT treat zhihu-sample content as factual material. It's ONLY for style reference.\n\n=== RELEVANT KNOWLEDGE FROM YOUR OBSIDIAN VAULT (USE AS ACTUAL MATERIAL) ===\n{rag_text}\n\n{semantic_context}\n\n=== THE QUESTION ===\n{question}\n\n=== YOUR CORE IDEAS ===\n{core_ideas}\n\n=== TASK ===\n1. Answer the question based on YOUR knowledge (from Obsidian vault) and core ideas\n2. Write in Chinese (unless question implies English)\n3. Be direct and opinionated \u2014 attach concrete evaluation to every fact (not feature listing)\n4. If recent web context is provided, weave it in naturally\n5. STRICT: Never add bracket explanations. Write \"\u5927\u8bed\u8a00\u6a21\u578b\" not \"\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\"\n6. No self-promotion, no identity reveal, no past project references\n7. No poetry, quotes, or \"\u5347\u534e\" endings. Stop when the point is made.\n8. LENGTH: 500\u20131000 Chinese characters. Cut a point, not quality.\n\n=== ANTI-AI CORE RULES (apply while writing) ===\n- \u8bed\u611f\u76ee\u6807\uff1a\u50cf\u61c2\u884c\u7684\u4eba\u968f\u624b\u6253\u5b57\uff0c\u4e0d\u7aef\u7740\uff0c\u4e0d\u800d\u5e05\n- \u7981\u6b62\uff1a\u6392\u6bd4\u5bf9\u4ed7\u3001\u8fc7\u6e21\u8bcd\u5806\u780c\uff08\u9996\u5148/\u5176\u6b21/\u6700\u540e\uff09\u3001\u7a7a\u6d1e\u4fee\u9970\uff08\u6df1\u5165/\u5168\u9762/\u663e\u8457\uff09\n- \u7981\u6b62\uff1a\u6bd4\u55bb\u8d85\u8fc71\u4e2a\u3001\u6982\u5ff5\u5305\u88c5\uff08\u7ed9\u666e\u901a\u4e8b\u7269\u8d77\u9177\u540d\u5b57\uff09\u3001\u9e21\u6c64\u7ed3\u5c3e\n- \u7981\u6b62\uff1a\u9632\u5fa1\u6027\u5199\u6cd5\uff08\u5f88\u591a\u4eba\u89c9\u5f97X\u4f46\u5176\u5b9eY\uff09\u3001\u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff08\u4e0d\u662fX\u662fY\uff09\n- \u9648\u8ff0\u4e8b\u5b9e\u65f6\u5fc5\u987b\u9644\u5e26\u4e3b\u89c2\u5224\u65ad\uff0c\u4e0d\u8981\u7eaf\u5ba2\u89c2\u7f57\u5217\n\nBegin writing the answer:\n\"\"\"\n\n            logger.info(f\"Generating Zhihu answer for: {question[:50]}...\")\n            actual_user_message = prompt\n            built_rich_prompt = True\n\n        else:\n            # === Follow-up Turn: User gives refinement instructions (e.g. \"make it shorter\") ===\n            logger.info(f\"Follow-up Zhihu instruction: {user_input}\")\n            actual_user_message = user_input\n            prompt = user_input\n\n


Output: {"mode": "content", "numFiles": 0, "filenames": [], "content": "171:2. \u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff1a\"\u4e0d\u662fX\uff0c\u662fY\"\u3001\"\u4e0d\u662fX\u800c\u662fY\"\u3001\"\u522b\u628aX\u5f53Y\"\u3001\"\u8fd9\u4e0d\u5bf9\uff0c\u5b83\u7684\u672c\u8d28\u662f\u2026\" \u2192 \u76f4\u63a5\u9648\u8ff0\u540e\u534a\u53e5\n597:- \u7981\u6b62\uff1a\u9632\u5fa1\u6027\u5199\u6cd5\uff08\u5f88\u591a\u4eba\u89c9\u5f97X\u4f46\u5176\u5b9eY\uff09\u3001\u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff08\u4e0d\u662fX\u662fY\uff09\n643:2. \u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff1a\"\u4e0d\u662fX\uff0c\u662fY\"\u3001\"\u4e0d\u662fX\u800c\u662fY\"\u3001\"\u522b\u628aX\u5f53Y\"\u3001\"\u8fd9\u4e0d\u5bf9\uff0c\u5b83\u7684\u672c\u8d28\u662f\u2026\" \u2192 \u76f4\u63a5\u9648\u8ff0\u540e\u534a\u53e5", "numLines": 3}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/generators.py", "content": "        else:\n            # === Follow-up Turn ===\n            # user_input is just instructions like \"Make it shorter\"\n            logger.info(f\"Follow-up instruction: {user_input}\")\n            actual_user_message = user_input\n            prompt = user_input\n\n        # Call LLM \u2014 first pass: content generation\n        draft, _ = self.llm.generate_response(prompt, history)\n\n        # === Second pass: de-AI review (first turn only) ===\n        if is_first_turn:\n            review_prompt = f\"\"\"You are a strict editor. A draft article has been written. Your ONLY job is to remove AI tone. Do NOT change facts or add new content.\n\n=== TONE TARGET (\u6700\u9ad8\u4f18\u5148\u7ea7) ===\n\u76ee\u6807\u8bed\u611f\uff1a\u50cf\u4e00\u4e2a\u61c2\u884c\u7684\u4eba\u5728\u8ddf\u670b\u53cb\u804a\u5929\u65f6\u968f\u53e3\u8bf4\u7684\u3002\u4e0d\u7aef\u7740\uff0c\u4e5f\u4e0d\u523b\u610f\u800d\u5e05\u3002\n\u4e24\u79cdAI\u5473\u90fd\u8981\u6740\uff1a\n- \u6b63\u5f0fAI\u5473\uff1a\u8fc7\u6e21\u8bcd\u5806\u780c\u3001\u6392\u6bd4\u5bf9\u4ed7\u3001\u7a7a\u6d1e\u4fee\u9970\u3001\u9e21\u6c64\u7ed3\u5c3e\n- \u6cb9\u817bAI\u5473\uff1a\u523b\u610f\u88c5\u968f\u610f\uff08\"\u6298\u817e\u53bb\u5427\"\uff09\u3001\u5f3a\u884c\u9020\u91d1\u53e5\uff08\"\u641e\u574f\u4e86\u4e0d\u5fc3\u75bc\uff0c\u8dd1\u901a\u4e86\u5c31\u662f\u8d44\u4ea7\"\uff09\u3001\u7ed9\u666e\u901a\u6982\u5ff5\u8d77\u9177\u540d\u5b57\uff08\"\u9694\u79bb\u8231\"\u3001\"\u66b4\u529b\u78b0\u649e\"\u3001\"\u6700\u5e72\u51c0\u7684\u5951\u7ea6\"\uff09\u3001\u7528\u4e00\u53e5\u4fcf\u76ae\u8bdd\u6536\u5c3e\u88c5\u6f47\u6d12\n\u6b63\u786e\u7684\u8bed\u611f\uff1a\u5e73\u94fa\u76f4\u53d9\uff0c\u8be5\u8bf4\u4ec0\u4e48\u8bf4\u4ec0\u4e48\uff0c\u8bf4\u5b8c\u5c31\u505c\u3002\u4e0d\u9700\u8981\u8ba9\u8bfb\u8005\u89c9\u5f97\u4f60\u5f88\u9177\u3002\n\n=== VOCABULARY KILL LIST (\u9010\u8bcd\u626b\u63cf\uff0c\u547d\u4e2d\u5373\u5220\u6216\u6362\u5927\u767d\u8bdd) ===\n1. \u5938\u5f20\u4fee\u9970: \u6781\u5ea6\u8106\u5f31\u3001\u6781\u5176\u8106\u5f31\u3001\u6bc1\u706d\u6027\u7684\u3001\u707e\u96be\u7ea7\u7684\u3001\u538b\u5012\u6027\u7684\u3001\u8fdc\u8d85\u60f3\u8c61\u3001\u4e0d\u6b62\u4e00\u4e2a\u91cf\u7ea7\u3001\u98a0\u8986\u6027\u7684\u3001\u9769\u547d\u6027\u7684\u3001\u6298\u78e8\u4eba\u3001\u5929\u7ffb\u5730\u8986\u3001\u98ce\u9669\u6781\u9ad8\u3001\u77ac\u95f4\u5d29\u65ad\u3001\u7cbe\u75b2\u529b\u7aed\u3001\u771f\u91d1\u767d\u94f6\u3001\u672c\u8d28\u4e0a\n2. \u5927\u8bcd\u7a7a\u8f6c: \u8303\u5f0f\u8f6c\u79fb\u3001\u8303\u5f0f\u7a81\u53d8\u3001\u5f00\u53d1\u8303\u5f0f\u3001\u6570\u5b57\u5316\u5bb9\u5668\u3001\u6570\u5b57\u96c7\u5458\u3001\u6e29\u548c\u6c60\u67b6\u6784\u3001\u975e\u786e\u5b9a\u6027\u3001\u9605\u540e\u5373\u711a\u3001\u6beb\u79d2\u7ea7\u5c31\u7eea\u3001\u6beb\u79d2\u7ea7\u54cd\u5e94\u3001\u8d4b\u80fd\u3001\u5e95\u5c42\u903b\u8f91\u3001\u4eea\u5f0f\u6027\u52aa\u529b\u3001\u6df1\u523b\u53d8\u9769\u3001\u66b4\u529b\u78b0\u649e\u3001\u6700\u5e72\u51c0\u7684\u5951\u7ea6\u3001\u670d\u52a1\u5316\u7684\u6f5c\u529b\u3001\u53ef\u6269\u5c55\u7684\u6267\u884c\u4fe1\u7528\u3001\u7ec8\u6781\u5f52\u5bbf\u3001\u58c1\u5792\u3001\u5206\u6c34\u5cad\u3001\u6c89\u6dc0\uff08\u52a8\u8bcd\u4fee\u9970\u6570\u636e/\u7ecf\u9a8c\u65f6\uff09\u3001\u4e91\u7aef\u529e\u516c\u5ba4\u3001\u547d\u95e8\n3. \u9e21\u6c64/\u53e3\u53f7: \u6b63\u9014\u3001\u503c\u5f97\u8de8\u8d8a\u3001\u5b89\u7f6e\u7075\u9b42\u3001\u638c\u63a7\u611f\u3001\u624d\u662f\u738b\u9053\u3001\u82e6\u6d3b\u7d2f\u6d3b\u4ea4\u7ed9\u3001\u672a\u6765\u5df2\u6765\u3001\u5371\u673a\u5c31\u662f\u8f6c\u673a\u3001\u4ece\u73a9\u5177\u53d8\u6210\u751f\u4ea7\u529b\u3001\u628a\u73af\u5883\u53d8\u6210\u4e86\u8d44\u4ea7\u3001\u5b89\u5168\u5e95\u7ebf\u3001\u8fd9\u624d\u662f\u6210\u719f\u7684\u505a\u6cd5\u3001\u624d\u662fX\u7684\u5173\u952e\u3001\u4e0d\u662f\u5efa\u8bae\u662f\u5fc5\u987b\n4. \u6982\u5ff5\u5305\u88c5: \u88f8\u5954\uff08=\u6ca1\u9632\u62a4\uff09\u3001\u4fee\u8def/\u98d9\u8f66\uff08=\u57fa\u7840\u5de5\u4f5c/\u9ad8\u7ea7\u7528\u6cd5\uff09\u3001\u63d0\u6b3e\u673a\uff08=\u653b\u51fb\u76ee\u6807\uff09\u3001\u9694\u79bb\u8231\uff08=\u5bb9\u5668\uff09\u3001\u6570\u5b57\u96c7\u5458\uff08=\u811a\u672c\uff09\u3001\u6267\u884c\u4fe1\u7528\uff08=\u8d44\u6e90\uff09\u3001\u4e91\u7aef\u529e\u516c\u5ba4\uff08=\u4e91\u670d\u52a1\u5668\uff09\u3001\u7262\u7b3c\uff08=\u9650\u5236\uff09\u3001\u72ec\u7acb\u623f\u95f4\uff08=\u9694\u79bb\u73af\u5883\uff09\n5. \u6cb9\u817b\u6536\u5c3e: \"X\u53bb\u5427\"\u5f0f\u6f47\u6d12\u6536\u5c3e\u3001\"\u641e\u574f\u4e86\u4e0d\u5fc3\u75bc\uff0c\u8dd1\u901a\u4e86\u5c31\u662fY\"\u5f0f\u91d1\u53e5\u3001\u4fcf\u76ae\u8bdd\u603b\u7ed3\u5168\u6587\u3001\"\u628aX\u5173\u5728Y\u91cc...\u628aY\u653e\u5728Z\u4e0a\"\u5f0f\u6392\u6bd4\u6536\u5c3e\n6. \u4f2a\u53e3\u8bed: \u8bf4\u767d\u4e86\u3001\u8bf4\u5b9e\u8bdd\u3001\u6298\u817e\u8fd9\u73a9\u610f\u513f\n\n=== SENTENCE PATTERN KILL LIST (\u547d\u4e2d\u5373\u


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/generators.py", "oldString": "- \u7981\u6b62\uff1a\u9632\u5fa1\u6027\u5199\u6cd5\uff08\u5f88\u591a\u4eba\u89c9\u5f97X\u4f46\u5176\u5b9eY\uff09\u3001\u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff08\u4e0d\u662fX\u662fY\uff09", "newString": "- \u7981\u6b62\uff1a\u9632\u5fa1\u6027\u5199\u6cd5\uff08\u5f88\u591a\u4eba\u89c9\u5f97X\u4f46\u5176\u5b9eY\uff09\u3001\u5bf9\u6bd4\u5f0f\u5b9a\u4e49\uff08\u4e0d\u662fX\u662fY\u3001\u672c\u8d28\u4e0a\u662f\u3001\u5176\u5b9e\u662f\u3001\u6240\u8c13\u7684\u3001\u4eceX\u53d8\u6210\u4e86Y\uff09", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import List, Dict, Tuple, Optional, TYPE_CHECKING\nfrom slack_bot.llm.gemini import GeminiLLM\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.tools.web import WebSearchTool\nfrom health.utils.logging_config import setup_logger\nfrom health.utils.time_utils import get_current_time_str\n\nif TYPE_CHECKING:\n    from slack_bot.obsidian.vector_store import ChromaVectorStore\n\nlogger = setup_logger(__name__)\n\n\nOBSIDIAN_SYSTEM_PROMPT = \"\"\"You are Butler (Obsidian Edition), an intelligent knowledge assistant connected to the user's second brain.\nCurrent Time: {current_time}\n\nYour Role:\nYou are NOT a health assistant. You are a Knowledge Partner designed to help the user think, write, and communicate. You draw directly from the user's local Obsidian notes, values, and methodology.\n\nCore Capabilities:\n1. Writing: You mimic the user's unique writing style (as defined in `writing_style.md`).\n2. Communication: You draft high-EQ, logically rigorous replies for professional contexts (as defined in `REPLY-SAMPLE.md`).\n3. Decision: You act as a \"Devil's Advocate\" and strategic advisor using the user's decision frameworks (GPA, IPO).\n\nGuidelines:\n- **Style Alignment**: Strictly adhere to the tone and sentence structures found in the provided samples.\n- **Data Source**: Rely primarily on the provided context (RAG) and loaded markdown files.\n- **Identity**: You are pragmatic, rational, and value \"technological optimism\" and \"intellectual honesty\".\n\"\"\"\n\nclass BaseGenerator:\n    def __init__(\n        self,\n        indexer: ObsidianIndexer,\n        vector_store: Optional[\"ChromaVectorStore\"] = None,\n    ):\n        formatted_prompt = OBSIDIAN_SYSTEM_PROMPT.format(current_time=get_current_time_str())\n        self.llm = GeminiLLM(system_instruction=formatted_prompt)\n        self.indexer = indexer\n        self.vector_store = vector_store\n        self.workspace_root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))\n\n    def _read_file(self, filename: str) -> str:\n        \"\"\"Reads a file from the workspace root.\"\"\"\n        path = os.path.join(self.workspace_root, filename)\n        try:\n            with open(path, \"r\", encoding=\"utf-8\") as f:\n                return f.read()\n        except Exception as e:\n            logger.error(f\"Failed to read {filename}: {e}\")\n            return \"\"\n\n    def _semantic_search(self, query: str, top_k: int = 3) -> str:\n        \"\"\"Run semantic search against the vector store and format results.\n\n        Args:\n            query: Search query text.\n            top_k: Maximum number of chunks to retrieve.\n\n        Returns:\n            Formatted string block, or empty string if no results.\n        \"\"\"\n        if self.vector_store is None:\n            return \"\"\n        try:\n            results = self.vector_store.search_knowledge(query, top_k=top_k)\n        except Exception as e:\n            logger.warning(f\"_semantic_search failed: {e}\")\n            return \"\"\n        if not results:\n            return \"\"\n        lines = [\"=== SEMANTIC KNOWLEDGE FROM VAULT ===\"]\n        for r in results:\n            lines.append(f\"[{Path(r.source_path).name} / {r.header_hierarchy}]\")\n            # Truncate individual chunks to avoid prompt bloat (~500 tokens \u2248 2000 chars)\n            chunk_text = r.text[:2000]\n            lines.append(chunk_text)\n            lines.append(\"\")\n        return \"\\n\".join(lines)\n\nclass WritingAssistant(BaseGenerator):\n    def chat(self, user_input: str, history: List[Dict]) -> Tuple[str, List[Dict]]:\n\n        is_first_turn = (len(history) == 0)\n\n        if is_first_turn:\n            # === First Turn: Build Rich Prompt ===\n            # user_input is treated as \"Topic\"\n\n            # Naive splitting for context if formatted as \"Topic | Context\"\n            parts = user_input.split(\"|\", 1)\n            topic = parts[0].strip()\n            extra_context = parts[1].strip() if len(parts) > 1 else \"\"\n\n            # 1. RAG & Samples\n            style_samples = self.indexer.get_writing_samples(count=3)\n            style_text = \"\\n\\n\".join(style_samples)\n\n            rag_notes = self.indexer.search(topic, limit=5)\n            rag_text = \"\\n\\n\".join(rag_notes)\n\n            writing_sty