Output: {"success": true, "commandName": "superpowers:brainstorming"}


Output: {"task": {"id": "7", "subject": "\u63a2\u7d22\u9879\u76ee\u4e0a\u4e0b\u6587"}}


Output: {"task": {"id": "8", "subject": "\u9010\u4e2a\u63d0\u95ee\u6f84\u6e05\u9700\u6c42"}}


Output: {"task": {"id": "9", "subject": "\u63d0\u51fa 2-3 \u4e2a\u65b9\u6848\u5e76\u63a8\u8350"}}


Output: {"task": {"id": "10", "subject": "\u5206\u6bb5\u5448\u73b0\u8bbe\u8ba1\u5e76\u83b7\u53d6\u786e\u8ba4"}}


Output: {"task": {"id": "11", "subject": "\u64b0\u5199\u8bbe\u8ba1\u6587\u6863\u5e76\u63d0\u4ea4"}}


Output: {"success": true, "taskId": "7", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"status": "completed", "prompt": "I need to understand the existing Obsidian bot mode architecture in /root/projects/butler for planning a new \"mode info\" feature. Please find and summarize:\n\n1. How modes are registered and routed in dispatcher.py (the VALID_MODES set, how generators map to modes)\n2. How the existing MODE_NOTE works (note_ingester.py) - this is the closest existing feature to \"mode info\"\n3. The vault directory structure under the OBSIDIAN_VAULT_PATH - what subdirectories exist, especially for notes\n4. How NoteIngester saves notes (file naming, frontmatter format, directory structure)\n5. The Pydantic models used (ExtractedNote, etc.)\n\nDon't read generators.py (I already have it). Focus on: dispatcher.py mode registration, note_ingester.py, and vault structure. Be concise.", "agentId": "a578bb468fb2b4265", "content": [{"type": "text", "text": "Excellent! Now I have all the information needed. Let me compile the comprehensive summary:\n\n## Summary: Obsidian Bot Mode Architecture\n\nBased on my analysis of the codebase, here's a concise breakdown for your \"mode info\" feature planning:\n\n### 1. Mode Registration & Routing (dispatcher.py)\n\n**VALID_MODES set** (lines 41-50):\n```python\nMODE_WRITE = \"write\"\nMODE_REPLY = \"reply\"\nMODE_DECIDE = \"decide\"\nMODE_SEARCH = \"search\"\nMODE_DEAI = \"deai\"\nMODE_ZHIHU = \"zhihu\"\nMODE_NOTE = \"note\"\nMODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n\nVALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER}\n```\n\n**Generator Mapping** (lines 67-74):\n- `MODE_WRITE` \u2192 WritingAssistant\n- `MODE_REPLY` \u2192 ReplyGenerator\n- `MODE_DECIDE` \u2192 DecisionSupport\n- `MODE_SEARCH` \u2192 SearchAnalyzer\n- `MODE_DEAI` \u2192 DeAIReviser\n- `MODE_ZHIHU` \u2192 ZhihuGenerator\n- `MODE_NOTE` \u2192 NoteIngester (special case, not in generators dict)\n- `MODE_ZHIHU_HUNTER` \u2192 ZhihuHunter (special case)\n\n**Mode Switching Logic** (lines 110-119):\n- User sends: `mode <name>`\n- Dispatcher validates against VALID_MODES\n- On valid mode: clears history, saves state, sends confirmation\n- On invalid mode: lists all valid modes\n\n### 2. MODE_NOTE Architecture (Closest Existing Feature)\n\n**Dispatcher Integration** (lines 137-144):\n```python\nif current_mode == self.MODE_NOTE:\n    try:\n        result = self.note_ingester.ingest(text)\n        self._reply(channel_id, result, response_ts)\n    except Exception as e:\n        # error handling\n        return\n```\n\n**NoteIngester Workflow**:\n1. Receives raw text or URL\n2. Detects & fetches URLs (with fallback strategies: Tavily \u2192 Jina \u2192 Playwright)\n3. LLM extracts structured note via JSON prompt\n4. Writes to vault + chunks & indexes to vector store\n5. Returns Slack confirmation message\n\n### 3. Vault Directory Structure\n\n**OBSIDIAN_VAULT_PATH** = `/root/vault/obsidian_vault/obsidian/obsidian/`\n\n**Key subdirectories**:\n- `notes/` - Auto-ingested notes (via MODE_NOTE)\n- `Article/` - Revised articles\n- `Clippings/`, `daily/`, `CLAW/`, `zhihu/` - Various content types\n- `auto_report/` - Generated reports\n- `attachments/`, `accounts/`, `feelings/`, `AI/`, `\u5fc5\u5907\u77e5\u8bc6/`, `\u5de5\u4f5c\u8bb0\u5f55/`, etc.\n\n**Note files in `/notes/`**:\n- Naming: `YYYY-MM-DD_<slug>.md`\n- Example: `2026-03-14_Agentic-AI--Evolution--Mechanics--and-Strategic-Cy.md`\n\n### 4. NoteIngester File Format\n\n**File Naming & Location**:\n- Path: `vault_path / \"notes\" / f\"{date_str}_{slug}.md\"`\n- Date: UTC `YYYY-MM-DD`\n- Slug: Sanitized title (max 50 chars, Unicode Chinese support)\n\n**YAML Frontmatter** (lines 398-408):\n```yaml\n---\ntitle: \"...\"\ndate: YYYY-MM-DD\ntags:\n  - auto_ingested\nlanguage: zh|en\nsource_url: \"...\" (optional)\nkey_points:\n  - \"point 1\"\n  - ...\ningested_at: ISO datetime (UTC)\n---\n```\n\n**Body Structure**:\n```markdown\n## Summary\n<2-3 sentence summary>\n\n## Content\n<cleaned body with [[entity]] wrapped entities>\n```\n\n### 5. Pydantic Models\n\n**ExtractedNote** (note_ingester.py, lines 19-28):\n```python\nclass ExtractedNote(BaseModel):\n    title: str\n    summary: str                    # 2-3 sentences\n    key_points: List[str]           # up to 7 items\n    entities: List[str]             # wrapped as [[entity]] in cleaned_body\n    cleaned_body: str               # full text with entities wrapped\n    source_url: Optional[str] = None\n    language: str = \"zh\"\n```\n\n**ChunkMetadata** (vector_store.py, lines 17-25):\n```python\nclass ChunkMetadata(BaseModel):\n    source_path: str\n    chunk_index: int\n    header_hierarchy: str\n    note_title: Optional[str] = None\n    tags: List[str] = Field(default_factory=list)\n    ingested_at: str  # ISO datetime string\n```\n\n**SearchResult** (vector_store.py, lines 28-35):\n```python\nclass SearchResult(BaseModel):\n    text: str\n    source_path: str\n    header_hierarchy: str\n    distance: float\n    note_title: Optiona


Output: {"success": true, "taskId": "7", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "8", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"questions": [{"question": "mode info \u7684\u4fe1\u606f\u6765\u6e90\u4e3b\u8981\u662f\u4ec0\u4e48\uff1f\u7528\u6237\u5728 Slack \u91cc\u76f4\u63a5\u6253\u5b57\uff0c\u8fd8\u662f\u4e5f\u9700\u8981\u652f\u6301\u7c98\u8d34 URL \u81ea\u52a8\u6293\u53d6\u5185\u5bb9\uff1f", "header": "\u4fe1\u606f\u6765\u6e90", "options": [{"label": "\u7eaf\u6587\u672c", "description": "\u7528\u6237\u5728 Slack \u76f4\u63a5\u6253\u5b57\u6216\u7c98\u8d34\u6587\u5b57\u7247\u6bb5\uff0c\u4e0d\u9700\u8981 URL \u6293\u53d6"}, {"label": "\u6587\u672c + URL", "description": "\u652f\u6301\u76f4\u63a5\u6253\u5b57\uff0c\u4e5f\u652f\u6301\u7c98\u8d34 URL \u8ba9 bot \u81ea\u52a8\u6293\u53d6\u5185\u5bb9\u540e\u5b58\u5165"}, {"label": "\u6587\u672c + URL + \u6587\u4ef6", "description": "\u8fd8\u9700\u8981\u652f\u6301 Slack \u4e0a\u4f20\u7684\u6587\u4ef6\uff08\u622a\u56fe\u3001PDF \u7b49\uff09"}], "multiSelect": false}], "answers": {"mode info \u7684\u4fe1\u606f\u6765\u6e90\u4e3b\u8981\u662f\u4ec0\u4e48\uff1f\u7528\u6237\u5728 Slack \u91cc\u76f4\u63a5\u6253\u5b57\uff0c\u8fd8\u662f\u4e5f\u9700\u8981\u652f\u6301\u7c98\u8d34 URL \u81ea\u52a8\u6293\u53d6\u5185\u5bb9\uff1f": "\u6587\u672c + URL + \u6587\u4ef6"}}


Output: {"questions": [{"question": "\u7528\u6237\u600e\u4e48\u544a\u8bc9 bot \u8fd9\u6761\u4fe1\u606f\u5c5e\u4e8e\u54ea\u4e2a\u9879\u76ee\uff1f", "header": "\u9879\u76ee\u7ba1\u7406", "options": [{"label": "\u663e\u5f0f\u5207\u6362\u9879\u76ee (\u63a8\u8350)", "description": "\u7528\u6237\u53d1\u9001\u201cproject butler\u201d\u5207\u6362\u5f53\u524d\u6d3b\u52a8\u9879\u76ee\uff0c\u540e\u7eed\u6d88\u606f\u81ea\u52a8\u5f52\u5230\u8be5\u9879\u76ee\u4e0b", "preview": "# \u7528\u6cd5\u793a\u4f8b\nmode info          # \u8fdb\u5165 info \u6a21\u5f0f\nproject butler     # \u5207\u6362\u5230 butler \u9879\u76ee\n\u8fd9\u662f\u4e00\u6761\u4fe1\u606f  # \u81ea\u52a8\u5b58\u5165 butler \u9879\u76ee\n\nproject my-saas    # \u5207\u6362\u5230\u53e6\u4e00\u4e2a\u9879\u76ee\n\u53e6\u4e00\u6761\u4fe1\u606f      # \u5b58\u5165 my-saas \u9879\u76ee"}, {"label": "\u6bcf\u6761\u6d88\u606f\u5e26\u6807\u7b7e", "description": "\u7528\u6237\u5728\u6bcf\u6761\u6d88\u606f\u5f00\u5934\u6307\u5b9a\u9879\u76ee\u540d\uff0c\u5982\u201c[butler] \u53d1\u73b0\u4e00\u4e2abug\u201d"}, {"label": "LLM \u81ea\u52a8\u5206\u7c7b", "description": "bot \u901a\u8fc7 LLM \u81ea\u52a8\u5224\u65ad\u8fd9\u6761\u4fe1\u606f\u5c5e\u4e8e\u54ea\u4e2a\u9879\u76ee"}], "multiSelect": false}], "answers": {"\u7528\u6237\u600e\u4e48\u544a\u8bc9 bot \u8fd9\u6761\u4fe1\u606f\u5c5e\u4e8e\u54ea\u4e2a\u9879\u76ee\uff1f": "\u663e\u5f0f\u5207\u6362\u9879\u76ee (\u63a8\u8350)"}, "annotations": {"\u7528\u6237\u600e\u4e48\u544a\u8bc9 bot \u8fd9\u6761\u4fe1\u606f\u5c5e\u4e8e\u54ea\u4e2a\u9879\u76ee\uff1f": {"preview": "# \u7528\u6cd5\u793a\u4f8b\nmode info          # \u8fdb\u5165 info \u6a21\u5f0f\nproject butler     # \u5207\u6362\u5230 butler \u9879\u76ee\n\u8fd9\u662f\u4e00\u6761\u4fe1\u606f  # \u81ea\u52a8\u5b58\u5165 butler \u9879\u76ee\n\nproject my-saas    # \u5207\u6362\u5230\u53e6\u4e00\u4e2a\u9879\u76ee\n\u53e6\u4e00\u6761\u4fe1\u606f      # \u5b58\u5165 my-saas \u9879\u76ee"}}}


Output: {"questions": [{"question": "Bot \u5728\u5b58\u5165\u4fe1\u606f\u65f6\uff0c\u9700\u8981\u505a\u591a\u5c11\u667a\u80fd\u5904\u7406\uff1f", "header": "LLM \u89d2\u8272", "options": [{"label": "\u7eaf\u5b58\u50a8\uff0c\u4e0d\u8c03 LLM", "description": "Bot \u53ea\u662f\u52a0\u65f6\u95f4\u6233\u3001\u6574\u7406\u683c\u5f0f\u540e\u7684\u539f\u6587\u5b58\u50a8\uff0c\u4e0d\u505a\u667a\u80fd\u5904\u7406"}, {"label": "\u5b58\u50a8 + \u751f\u6210\u70b9\u8bc4 (\u63a8\u8350)", "description": "Bot \u7528 LLM \u751f\u6210\u4e00\u53e5\u8bdd\u70b9\u8bc4\uff08\u4f60\u63d0\u5230\u7684\u201c\u7b80\u8981\u70b9\u8bc4\u5176\u5185\u5bb9\u201d\uff09\uff0c\u8ffd\u52a0\u5230\u539f\u6587\u540e\u9762", "preview": "## 2026-03-17\n> \u539f\u59cb\u5185\u5bb9\uff1aSRE \u56e2\u961f\u62b1\u6028 CI \u6d41\u6c34\u7ebf\u6bcf\u5929\n> \u6302 30 \u5206\u949f\uff0c\u90fd\u5361\u5728 Docker \u62c9\u955c\u50cf\n\n**\u70b9\u8bc4**: CI \u74f6\u9888\u5728\u955c\u50cf\u62c9\u53d6\uff0c\u53ef\u80fd\u9700\u8981\n\u5185\u7f51 registry \u6216 cache \u5c42\u4f18\u5316\u3002\n\u5173\u8054\u4e0a\u5468\u7684\u955c\u50cf\u52a0\u901f\u8bae\u9898\u3002"}, {"label": "\u5b58\u50a8 + \u70b9\u8bc4 + \u81ea\u52a8\u6253\u6807\u7b7e", "description": "\u5b58\u50a8 + \u70b9\u8bc4 + \u4e3a\u6bcf\u6761\u4fe1\u606f\u751f\u6210\u6807\u7b7e\uff08\u4f8b\u5982 #bug #ci #\u6027\u80fd\uff09\u65b9\u4fbf\u540e\u7eed\u68c0\u7d22"}], "multiSelect": false}], "answers": {"Bot \u5728\u5b58\u5165\u4fe1\u606f\u65f6\uff0c\u9700\u8981\u505a\u591a\u5c11\u667a\u80fd\u5904\u7406\uff1f": "\u5b58\u50a8 + \u70b9\u8bc4 + \u81ea\u52a8\u6253\u6807\u7b7e"}}


Output: {"questions": [{"question": "\u4f60\u63d0\u5230\u201c\u4e0d\u65ad\u6709\u4e00\u4e9b\u4ea4\u4e92\u83b7\u5f97\u4e86\u7ed3\u679c\u9700\u8981\u518d\u653e\u56de\u76ee\u5f55\u201d \u2014\u2014 \u8fd9\u4e2a\u66f4\u65b0\u6d41\u7a0b\u5e94\u8be5\u600e\u4e48\u8bbe\u8ba1\uff1f", "header": "\u4fe1\u606f\u66f4\u65b0", "options": [{"label": "\u4ea4\u4e92\u5f0f\u66f4\u65b0 (\u63a8\u8350)", "description": "\u7528\u6237\u53d1\u9001\u201cupdate\u201d\u8fdb\u5165\u66f4\u65b0\u6a21\u5f0f\uff0cBot \u663e\u793a\u6700\u8fd1\u51e0\u6761\u4fe1\u606f\uff0c\u7528\u6237\u9009\u62e9\u54ea\u6761\u8981\u8ffd\u52a0\u540e\u7eed\uff0c\u65b0\u5185\u5bb9\u8ffd\u52a0\u5230\u8be5\u6761\u4e0b\u65b9", "preview": "# \u7528\u6cd5\u793a\u4f8b\nupdate              # Bot \u663e\u793a\u6700\u8fd1 5 \u6761\n> 1. CI \u955c\u50cf\u74f6\u9888 (03-15)\n> 2. API \u8d85\u65f6\u95ee\u9898 (03-14)\n> 3. ...\n\n1                   # \u9009\u62e9\u7b2c 1 \u6761\n\u5df2\u90e8\u7f72\u5185\u7f51 registry  # \u8ffd\u52a0\u66f4\u65b0\n\n# \u6587\u4ef6\u4e2d\u7ed3\u679c\uff1a\n## CI \u955c\u50cf\u74f6\u9888\n- 03-15: SRE \u53cd\u9988...\n- 03-17: \u5df2\u90e8\u7f72\u5185\u7f51 registry\uff0c\n         \u7b49\u5f85\u6548\u679c\u89c2\u5bdf"}, {"label": "LLM \u81ea\u52a8\u5173\u8054", "description": "\u4e0d\u505a\u4ea4\u4e92\uff0c\u6bcf\u6761\u4fe1\u606f\u90fd\u662f\u72ec\u7acb\u7684\u65b0\u589e\uff0c\u9760 LLM \u81ea\u52a8\u5224\u65ad\u662f\u5426\u4e0e\u65e7\u4fe1\u606f\u76f8\u5173\u5e76\u5408\u5e76"}, {"label": "V1 \u53ea\u505a\u8ffd\u52a0", "description": "V1 \u4e0d\u505a\u66f4\u65b0\u529f\u80fd\uff0c\u53ea\u505a\u7eaf\u8ffd\u52a0\uff0c\u540e\u7eed\u8fed\u4ee3"}], "multiSelect": false}], "answers": {"\u4f60\u63d0\u5230\u201c\u4e0d\u65ad\u6709\u4e00\u4e9b\u4ea4\u4e92\u83b7\u5f97\u4e86\u7ed3\u679c\u9700\u8981\u518d\u653e\u56de\u76ee\u5f55\u201d \u2014\u2014 \u8fd9\u4e2a\u66f4\u65b0\u6d41\u7a0b\u5e94\u8be5\u600e\u4e48\u8bbe\u8ba1\uff1f": "\u4ea4\u4e92\u5f0f\u66f4\u65b0 (\u63a8\u8350)"}, "annotations": {"\u4f60\u63d0\u5230\u201c\u4e0d\u65ad\u6709\u4e00\u4e9b\u4ea4\u4e92\u83b7\u5f97\u4e86\u7ed3\u679c\u9700\u8981\u518d\u653e\u56de\u76ee\u5f55\u201d \u2014\u2014 \u8fd9\u4e2a\u66f4\u65b0\u6d41\u7a0b\u5e94\u8be5\u600e\u4e48\u8bbe\u8ba1\uff1f": {"preview": "# \u7528\u6cd5\u793a\u4f8b\nupdate              # Bot \u663e\u793a\u6700\u8fd1 5 \u6761\n> 1. CI \u955c\u50cf\u74f6\u9888 (03-15)\n> 2. API \u8d85\u65f6\u95ee\u9898 (03-14)\n> 3. ...\n\n1                   # \u9009\u62e9\u7b2c 1 \u6761\n\u5df2\u90e8\u7f72\u5185\u7f51 registry  # \u8ffd\u52a0\u66f4\u65b0\n\n# \u6587\u4ef6\u4e2d\u7ed3\u679c\uff1a\n## CI \u955c\u50cf\u74f6\u9888\n- 03-15: SRE \u53cd\u9988...\n- 03-17: \u5df2\u90e8\u7f72\u5185\u7f51 registry\uff0c\n         \u7b49\u5f85\u6548\u679c\u89c2\u5bdf"}}}


Output: {"questions": [{"question": "\u4f60\u63d0\u5230\u201c\u4ee5\u540e\u9047\u5230\u9879\u76ee\u95ee\u9898\u53ef\u4ee5\u6c47\u603b\u8fdb\u5c55\u548c\u95ee\u9898\u201d \u2014\u2014 \u6c47\u603b\u529f\u80fd\u9700\u8981\u591a\u5927\u7684\u8303\u56f4\uff1f", "header": "\u6c47\u603b\u67e5\u8be2", "options": [{"label": "\u5355\u9879\u76ee\u6c47\u603b (\u63a8\u8350)", "description": "\u7528\u6237\u53d1\u9001\u201csummary\u201d\uff0cBot \u8bfb\u53d6\u5f53\u524d\u9879\u76ee\u6240\u6709\u4fe1\u606f\uff0c\u7528 LLM \u751f\u6210\u8fdb\u5c55\u6458\u8981 + \u5f85\u89e3\u51b3\u95ee\u9898\u5217\u8868"}, {"label": "\u591a\u9879\u76ee\u4ea4\u53c9\u6c47\u603b", "description": "\u652f\u6301\u201csummary butler my-saas\u201d\u540c\u65f6\u6c47\u603b\u591a\u4e2a\u9879\u76ee\uff0c\u627e\u51fa\u4ea4\u53c9\u5173\u8054"}, {"label": "\u6c47\u603b + \u5916\u90e8\u7b14\u8bb0\u878d\u5408", "description": "\u652f\u6301\u201csummary butler + \u8f7d\u5165 notes/xxx.md\u201d\uff0c\u6280\u672f\u6587\u6863\u548c\u78a7\u7247\u4fe1\u606f\u4e00\u8d77\u5206\u6790"}], "multiSelect": false}], "answers": {"\u4f60\u63d0\u5230\u201c\u4ee5\u540e\u9047\u5230\u9879\u76ee\u95ee\u9898\u53ef\u4ee5\u6c47\u603b\u8fdb\u5c55\u548c\u95ee\u9898\u201d \u2014\u2014 \u6c47\u603b\u529f\u80fd\u9700\u8981\u591a\u5927\u7684\u8303\u56f4\uff1f": "\u6c47\u603b + \u5916\u90e8\u7b14\u8bb0\u878d\u5408"}}


Output: {"success": true, "taskId": "8", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "9", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "9", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "10", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "10", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "11", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


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


Output: {"type": "create", "filePath": "/root/projects/butler/docs/specs/2026-03-17-mode-info-design.md", "content": "# Mode Info: \u9879\u76ee\u788e\u7247\u4fe1\u606f\u8ffd\u8e2a\n\n## \u6982\u8ff0\n\nObsidian Bot \u65b0\u589e `mode info`\uff0c\u7528\u4e8e\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u6309\u9879\u76ee\u6301\u7eed\u6536\u96c6\u788e\u7247\u4fe1\u606f\uff08\u6587\u5b57\u3001URL\u3001\u6587\u4ef6\uff09\uff0c\u6bcf\u6761\u81ea\u52a8\u751f\u6210\u70b9\u8bc4\u548c\u6807\u7b7e\uff0c\u6309\u5468\u5f52\u6863\u5230 Obsidian vault\u3002\u652f\u6301\u5bf9\u5df2\u6709\u6761\u76ee\u8ffd\u52a0\u66f4\u65b0\u3001\u9879\u76ee\u8fdb\u5c55\u6c47\u603b\u3001\u5173\u952e\u8bcd\u641c\u7d22\u3002\n\n## \u6587\u4ef6\u7ed3\u6784\n\n```\nvault/info/\n  butler/\n    2026-W12.md\n    2026-W11.md\n  my-saas/\n    2026-W12.md\n```\n\n- \u9879\u76ee\u540d = \u5b50\u76ee\u5f55\u540d\uff0c\u7528\u6237\u901a\u8fc7 `project <name>` \u521b\u5efa/\u5207\u6362\n- \u5468\u6587\u4ef6\u547d\u540d\uff1a`YYYY-Www.md`\uff08ISO \u5468\u7f16\u53f7\uff09\uff0c\u4e0d\u5b58\u5728\u65f6\u81ea\u52a8\u521b\u5efa\n\n## \u6761\u76ee\u683c\u5f0f\n\n```markdown\n### 2026-03-17 14:30 | #ci #\u6027\u80fd\n\n> SRE \u56e2\u961f\u62b1\u6028 CI \u6d41\u6c34\u7ebf\u6bcf\u5929\u6302 30 \u5206\u949f\uff0c\u90fd\u5361\u5728 Docker \u62c9\u955c\u50cf\n\n**\u70b9\u8bc4**: CI \u74f6\u9888\u5728\u955c\u50cf\u62c9\u53d6\uff0c\u8003\u8651\u5185\u7f51 registry \u6216 cache \u5c42\u4f18\u5316\u3002\n\n---\n```\n\nupdate \u8ffd\u52a0\u5728 `---` \u4e4b\u524d\uff1a\n\n```markdown\n**\u66f4\u65b0 2026-03-17**: \u5df2\u90e8\u7f72\u5185\u7f51 registry\uff0c\u7b49\u5f85\u6548\u679c\u89c2\u5bdf\u3002\n\n---\n```\n\n## \u547d\u4ee4\n\n| \u547d\u4ee4 | \u4f5c\u7528 |\n|------|------|\n| `project <name>` | \u5207\u6362/\u521b\u5efa\u5f53\u524d\u6d3b\u52a8\u9879\u76ee |\n| `\uff08\u76f4\u63a5\u53d1\u6587\u5b57/URL/\u6587\u4ef6\uff09` | \u65b0\u589e\u4e00\u6761\u4fe1\u606f |\n| `update` | \u5217\u51fa\u6700\u8fd1\u6761\u76ee\uff0c\u8fdb\u5165\u66f4\u65b0\u6a21\u5f0f |\n| `summary` | \u6c47\u603b\u5f53\u524d\u9879\u76ee |\n| `summary + <vault\u8def\u5f84>` | \u6c47\u603b + \u878d\u5408\u5916\u90e8\u7b14\u8bb0 |\n| `list` | \u5217\u51fa\u6240\u6709\u9879\u76ee\u540d |\n| `search <\u5173\u952e\u8bcd>` | \u5728\u5f53\u524d\u9879\u76ee\u641c\u7d22 |\n\n## \u72b6\u6001\u6301\u4e45\u5316\n\n\u590d\u7528 ObsidianContextStorage\uff0cstate \u5b57\u6bb5\uff1a\n\n```json\n{\n  \"mode\": \"info\",\n  \"active_project\": \"butler\",\n  \"pending_update_entry_index\": null\n}\n```\n\n## \u4fe1\u606f\u5904\u7406\u7ba1\u7ebf\n\n### \u65b0\u589e\n\n1. \u7c7b\u578b\u68c0\u6d4b\uff08URL / Slack \u6587\u4ef6 / \u7eaf\u6587\u672c\uff09\n2. URL \u2192 \u590d\u7528 NoteIngester \u7684\u6293\u53d6\u903b\u8f91\uff1b\u6587\u4ef6 \u2192 \u4e0b\u8f7d\u5185\u5bb9/\u5b58\u8def\u5f84\uff1b\u7eaf\u6587\u672c \u2192 \u76f4\u63a5\u7528\n3. LLM \u5355\u6b21\u8c03\u7528\u751f\u6210\u70b9\u8bc4 + 1-3 \u4e2a\u6807\u7b7e\n4. \u683c\u5f0f\u5316\u4e3a Markdown \u6761\u76ee\uff0c\u8ffd\u52a0\u5230\u672c\u5468\u6587\u4ef6\u672b\u5c3e\n5. Slack \u56de\u590d\u786e\u8ba4\n\n### Update\n\n1. \u8bfb\u53d6\u6700\u8fd1 2 \u4e2a\u5468\u6587\u4ef6\uff0c\u89e3\u6790\u6761\u76ee\n2. \u663e\u793a\u6700\u8fd1 5 \u6761\u7f16\u53f7\u5217\u8868\n3. \u7528\u6237\u9009\u5e8f\u53f7 \u2192 \u5b58\u5165 pending_update_entry_index\n4. \u7528\u6237\u53d1\u8865\u5145\u5185\u5bb9 \u2192 LLM \u751f\u6210\u66f4\u65b0\u70b9\u8bc4\n5. \u63d2\u5165\u5230\u5bf9\u5e94\u6761\u76ee `---` \u4e4b\u524d\n6. \u6e05\u9664 pending \u72b6\u6001\n\n### Summary\n\n1. \u8bfb\u53d6\u5f53\u524d\u9879\u76ee\u6240\u6709\u5468\u6587\u4ef6\uff08\u6309\u65f6\u95f4\u6392\u5e8f\uff09\n2. \u5982\u6709\u5916\u90e8\u7b14\u8bb0\u8def\u5f84\uff0c\u8bfb\u53d6\u5e76\u62fc\u63a5\n3. LLM \u6c47\u603b\uff1a\u9879\u76ee\u8fdb\u5c55\u65f6\u95f4\u7ebf + \u5f85\u89e3\u51b3\u95ee\u9898 + \u5173\u952e\u51b3\u7b56\n\n## \u4ee3\u7801\u67b6\u6784\n\n### \u65b0\u589e\u6587\u4ef6\n\n`slack_bot/obsidian/info_manager.py`\uff08~300 \u884c\uff09\n\n- `InfoEntry(BaseModel)`: timestamp, tags, raw_content, comment, updates\n- `InfoManager`: add_entry, list_recent, update_entry, summarize, search, list_projects\n- \u5185\u90e8\u5de5\u5177\uff1a_get_week_file, _parse_entries, _format_entry, _fetch_url_content, _generate_comment_and_tags\n\n### \u4fee\u6539\u6587\u4ef6\n\n`slack_bot/obsidian/dispatcher.py`: \u6ce8\u518c MODE_INFO\uff0cdispatch() \u65b0\u589e\u4e13\u5c5e\u5206\u652f\uff08\u4e0e MODE_NOTE \u540c\u7ea7\uff09\n\n## \u4e0d\u505a\u7684\u4e8b\n\n- \u4e0d\u5165\u5411\u91cf\u5e93\uff08\u788e\u7247\u4fe1\u606f\u592a\u77ed\uff0cgrep \u591f\u7528\uff09\n- \u4e0d\u8de8\u9879\u76ee\u81ea\u52a8\u5173\u8054\uff08V1 \u53ea\u505a\u663e\u5f0f\u591a\u9879\u76ee summary\uff09\n- \u56fe\u7247/PDF \u53ea\u5b58\u8def\u5f84\u4e0d\u505a OCR\n", "structuredPatch": [], "originalFile": null}


Output: {"success": true, "taskId": "11", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"task": {"id": "12", "subject": "\u5b9e\u73b0 info_manager.py"}}


Output: {"task": {"id": "13", "subject": "\u96c6\u6210 MODE_INFO \u5230 dispatcher.py"}}


Output: {"task": {"id": "14", "subject": "\u9a8c\u8bc1\u5bfc\u5165\u548c\u57fa\u672c\u529f\u80fd"}}


Output: {"success": true, "taskId": "12", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"mode": "content", "numFiles": 0, "filenames": [], "content": "115:    def _fetch_url(self, url: str) -> str:", "numLines": 1}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/note_ingester.py", "content": "    def _fetch_url(self, url: str) -> str:\n        \"\"\"Fetch URL content using multiple strategies with automatic fallback.\n\n        Strategy order:\n        - WeChat / known blocked domains: direct js_content parse \u2192 Tavily \u2192 Playwright\n        - All other URLs: Tavily \u2192 Jina \u2192 Playwright\n\n        Args:\n            url: URL to fetch.\n\n        Returns:\n            Extracted text content (>= _MIN_CONTENT_LEN chars).\n\n        Raises:\n            RuntimeError: If all strategies fail.\n        \"\"\"\n        host_match = re.search(r'https?://([^/]+)', url)\n        host = host_match.group(1) if host_match else \"\"\n\n        if host in self._JINA_FIRST_DOMAINS:\n            # WeChat: direct parse first, Playwright as last resort\n            strategies = [self._fetch_direct_wechat, self._fetch_tavily, self._fetch_playwright]\n        else:\n            strategies = [self._fetch_tavily, self._fetch_jina, self._fetch_playwright]\n\n        last_err: Exception = RuntimeError(\"No strategies available\")\n        for strategy in strategies:\n            try:\n                content = strategy(url)\n                if len(content) >= self._MIN_CONTENT_LEN:\n                    logger.info(f\"Fetched {len(content)} chars via {strategy.__name__}\")\n                    return content\n                logger.debug(f\"{strategy.__name__} returned too little content ({len(content)} chars)\")\n            except Exception as e:\n                logger.debug(f\"{strategy.__name__} failed: {e}\")\n                last_err = e\n\n        raise RuntimeError(f\"\u6240\u6709\u6293\u53d6\u7b56\u7565\u5747\u5931\u8d25: {last_err}\")\n\n    def _fetch_jina(self, url: str) -> str:\n        \"\"\"Fetch via Jina Reader (r.jina.ai) \u2014 works well for WeChat and most sites.\n\n        Args:\n            url: Target URL.\n\n        Returns:\n            Markdown text extracted by Jina.\n        \"\"\"\n        import httpx\n\n        jina_url = f\"https://r.jina.ai/{url}\"\n        headers: dict = {\"Accept\": \"text/plain\", \"X-Return-Format\": \"markdown\"}\n        jina_key = os.environ.get(\"JINA_API_KEY\")\n        if jina_key:\n            headers[\"Authorization\"] = f\"Bearer {jina_key}\"\n\n        resp = httpx.get(jina_url, headers=headers, timeout=30, follow_redirects=True)\n        resp.raise_for_status()\n        return resp.text\n", "numLines": 60, "startLine": 115, "totalLines": 451}}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/note_ingester.py", "content": "\"\"\"Note ingestion engine for the Second Brain RAG system.\"\"\"\n\nimport json\nimport os\nimport re\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import List, Optional\n\nfrom pydantic import BaseModel\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.llm.gemini import GeminiLLM\nfrom slack_bot.obsidian.vector_store import ChunkMetadata, ChromaVectorStore, split_md_by_headers\n\nlogger = setup_logger(__name__)\n\n\nclass ExtractedNote(BaseModel):\n    \"\"\"LLM-extracted structured note from raw input text.\"\"\"", "numLines": 20, "startLine": 1, "totalLines": 451}}


Output: {"type": "create", "filePath": "/root/projects/butler/slack_bot/obsidian/info_manager.py", "content": "\"\"\"Project info fragment tracker for Obsidian Bot mode info.\"\"\"\n\nimport os\nimport re\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import List, Optional, Tuple\n\nfrom pydantic import BaseModel, Field\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.llm.gemini import GeminiLLM\n\nlogger = setup_logger(__name__)\n\n_URL_RE = re.compile(r'https?://\\S+')\n\nINFO_SYSTEM_PROMPT = \"\"\"You are a concise project note-taker.\nYou help organize and comment on project information fragments.\nAlways respond in Chinese unless the input is entirely in English.\"\"\"\n\n\nclass InfoEntry(BaseModel):\n    \"\"\"Single information fragment parsed from a weekly Markdown file.\"\"\"\n\n    timestamp: str\n    tags: List[str] = Field(default_factory=list)\n    raw_content: str\n    comment: str = \"\"\n    updates: List[str] = Field(default_factory=list)\n    # Line position in the source file for update insertion\n    source_line_start: int = 0\n    source_line_end: int = 0\n\n\nclass InfoManager:\n    \"\"\"Manages per-project weekly info files in the Obsidian vault.\n\n    Directory layout::\n\n        vault/info/<project>/YYYY-Www.md\n    \"\"\"\n\n    def __init__(self, vault_path: Path):\n        self.vault_path = vault_path\n        self.info_dir = vault_path / \"info\"\n        self.llm = GeminiLLM(system_instruction=INFO_SYSTEM_PROMPT)\n        # Lazy-loaded URL fetcher from NoteIngester\n        self._note_ingester: Optional[object] = None\n\n    # \u2500\u2500 Public API \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n    def add_entry(self, project: str, content: str) -> str:\n        \"\"\"Add a new info entry to the current week file.\n\n        Args:\n            project: Project directory name.\n            content: Raw user input (text, URL, or mixed).\n\n        Returns:\n            Slack confirmation message.\n        \"\"\"\n        raw_text, source_url = self._resolve_content(content)\n        if not raw_text.strip():\n            return \"\u26a0\ufe0f \u5185\u5bb9\u4e3a\u7a7a\uff0c\u672a\u4fdd\u5b58\u3002\"\n\n        # Load recent entries for context\n        week_file = self._get_week_file(project)\n        existing = \"\"\n        if week_file.exists():\n            existing = week_file.read_text(encoding=\"utf-8\")\n\n        comment, tags = self._generate_comment_and_tags(raw_text, project, existing)\n\n        now = datetime.now(timezone.utc).strftime(\"%Y-%m-%d %H:%M\")\n        tag_str = \" \".join(tags) if tags else \"\"\n        header = f\"### {now} | {tag_str}\".rstrip()\n\n        lines = [\n            header,\n            \"\",\n            *[f\"> {line}\" for line in raw_text.strip().split(\"\\n\")],\n            \"\",\n        ]\n        if source_url:\n            lines.append(f\"\u6765\u6e90: {source_url}\")\n            lines.append(\"\")\n        lines.append(f\"**\u70b9\u8bc4**: {comment}\")\n        lines.append(\"\")\n        lines.append(\"---\")\n        lines.append(\"\")\n\n        entry_text = \"\\n\".join(lines)\n\n        # Ensure directory and file exist\n        week_file.parent.mkdir(parents=True, exist_ok=True)\n        with open(week_file, \"a\", encoding=\"utf-8\") as f:\n            f.write(entry_text)\n\n        tag_display = f\" {tag_str}\" if tag_str else \"\"\n        logger.info(f\"InfoManager: added entry to {project}/{week_file.name}{tag_display}\")\n        return f\"\u2705 \u5df2\u4fdd\u5b58\u5230 *{project}*{tag_display}\\n\\n> {comment}\"\n\n    def list_recent(self, project: str, count: int = 5) -> Tuple[str, List[InfoEntry]]:\n        \"\"\"List the most recent entries for a project.\n\n        Args:\n            project: Project directory name.\n            count: Max entries to show.\n\n        Returns:\n            Tuple of (formatted message, entry list).\n        \"\"\"\n        entries = self._load_recent_entries(project, count)\n        if not entries:\n            return f\"\ud83d\udced \u9879\u76ee *{project}* \u6682\u65e0\u8bb0\u5f55\u3002\", []\n\n        lines = [f\"\ud83d\udccb *{project}* \u6700\u8fd1 {len(entries)} \u6761\u4fe1\u606f\uff1a\\n\"]\n        for i, e in enumerate(entries, 1):\n            tag_str = \" \".join(e.tags) if e.tags else \"\"\n            # Truncate raw content for display\n            preview = e.raw_content[:60].replace(\"\\n\", \" \")\n            if len(e.raw_content) > 60:\n                preview += \"...\"\n            update_count = f\" (+{len(e.updates)}\u66f4\u65b0)\" if e.updates else \"\"\n            lines.append(f\"*{i}.* {e.timestamp} {tag_str}{update_count}\\n   {previ


Output: {"success": true, "taskId": "12", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "13", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "class ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n", "numLines": 12, "startLine": 38, "totalLines": 369}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"", "newString": "    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.slack_interactive_gateway import SlackInteractiveGateway\n\n        zhihu_notify_channel = os.environ.get(\"ZHIHU_NOTIFY_CHANNEL\", \"\")\n        self.zhihu_hunter = ZhihuHunter(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n            indexer=self.indexer,\n        )\n        _zhihu_engine = ZhihuPlaywrightEngine(\n            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\n


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER}", "newString": "    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.slack_interactive_gateway import SlackInteractiveGateway\n\n        zhihu_notify_channel = os.environ.get(\"ZHIHU_NOTIFY_CHANNEL\", \"\")\n        self.zhihu_hunter = ZhihuHunter(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n            indexer=self.indexer,\n        )\n        _zhihu_engine = ZhihuPlaywrightEngine(\n            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\n        \n        # 1. Handle Commands\n        if cmd.startswith(\"mode \"):\n            new_mode = cmd.split(\" \", 1)[1].strip()\n            if new_mode in self.VALID_MODES:\n                storage.clear()\n


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "from slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.context.storage import ContextStorage as BaseStorage", "newString": "from slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.slack_interactive_gateway import SlackInteractiveGateway\n\n        zhihu_notify_channel = os.environ.get(\"ZHIHU_NOTIFY_CHANNEL\", \"\")\n        self.zhihu_hunter = ZhihuHunter(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n            indexer=self.indexer,\n        )\n        _zhihu_engine = ZhihuPlaywrightEngine(\n            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter", "numLines": 10, "startLine": 73, "totalLines": 371}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")", "newString": "            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        self.info_manager = InfoManager(vault_path=Path(vault_path))\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.slack_interactive_gateway import SlackInteractiveGateway\n\n        zhihu_notify_channel = os.environ.get(\"ZHIHU_NOTIFY_CHANNEL\", \"\")\n        self.zhihu_hunter = ZhihuHunter(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n            indexer=self.indexer,\n        )\n        _zhihu_engine = ZhihuPlaywrightEngine(\n            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\n        \n        # 1. Handle Com


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "            self._reply(channel_id, \"\u26a0\ufe0f No mode selected. Use `mode write/reply/decide/search/deai/zhihu/note/zhihu-hunter` to start.\", response_ts)\n            return\n\n        # MODE_NOTE: ingest text or URL into vault + vector store\n        if current_mode == self.MODE_NOTE:\n            try:\n                result = self.note_ingester.ingest(text)\n                self._reply(channel_id, result, response_ts)\n            except Exception as e:\n                logger.error(f\"Note ingestion failed: {e}\", exc_info=True)\n                self._reply(channel_id, f\"\ud83d\udc1b Ingestion error: {str(e)}\", response_ts)\n            return\n\n        # MODE_ZHIHU_HUNTER: scan vault for keywords, surface Zhihu question candidates\n        #\n        # Command format:\n        #   \u5f00\u59cb                               \u2192 full scan, all dirs, auto keywords\n        #   article                            \u2192 scan Article only (Revised first, no time filter)\n        #   article agent\u5f00\u53d1                  \u2192 scan Article, focus on \"agent\u5f00\u53d1\"\n        #   notes agent\u5f00\u53d1                    \u2192 scan notes, focus on \"agent\u5f00\u53d1\"\n        #   \u5173\u952e\u8bcd1 \u5173\u952e\u8bcd2                     \u2192 skip scan, search directly with keywords\n        #   Article/8-xxx-Revised.md           \u2192 single file: grounded in that article\n        #   Article/*openclaw*-Revised.md      \u2192 glob: combine matching files\n        #   https://www.zhihu.com/question/... \u2192 direct URL: answer this specific question\n        #", "numLines": 25, "startLine": 137, "totalLines": 373}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "        # MODE_NOTE: ingest text or URL into vault + vector store\n        if current_mode == self.MODE_NOTE:\n            try:\n                result = self.note_ingester.ingest(text)\n                self._reply(channel_id, result, response_ts)\n            except Exception as e:\n                logger.error(f\"Note ingestion failed: {e}\", exc_info=True)\n                self._reply(channel_id, f\"\ud83d\udc1b Ingestion error: {str(e)}\", response_ts)\n            return", "newString": "        # MODE_NOTE: ingest text or URL into vault + vector store\n        if current_mode == self.MODE_NOTE:\n            try:\n                result = self.note_ingester.ingest(text)\n                self._reply(channel_id, result, response_ts)\n            except Exception as e:\n                logger.error(f\"Note ingestion failed: {e}\", exc_info=True)\n                self._reply(channel_id, f\"\ud83d\udc1b Ingestion error: {str(e)}\", response_ts)\n            return\n\n        # MODE_INFO: project info fragment tracker\n        if current_mode == self.MODE_INFO:\n            try:\n                self._handle_info_mode(text, channel_id, storage, state, response_ts)\n            except Exception as e:\n                logger.error(f\"Info mode failed: {e}\", exc_info=True)\n                self._reply(channel_id, f\"\ud83d\udc1b Error: {str(e)}\", response_ts)\n            return", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        self.info_manager = InfoManager(vault_path=Path(vault_path))\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "            self._reply(channel_id, \"\u26a0\ufe0f No mode selected. Use `mode write/reply/decide/search/deai/zhihu/note/zhihu-hunter` to start.\", response_ts)", "newString": "            self._reply(channel_id, \"\u26a0\ufe0f No mode selected. Use `mode write/reply/decide/search/deai/zhihu/note/info/zhihu-hunter` to start.\", response_ts)", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        self.info_manager = InfoManager(vault_path=Path(vault_path))\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(token=token)\n\n        # Initialize Zhihu Hunter components\n        from slack_bot.zhihu.zhihu_hunter import ZhihuHunter\n        from slack_bot.zhihu.zhihu_playwright_engine import ZhihuPlaywrightEngine\n        from slack_bot.zhihu.slack_interactive_gateway import SlackInteractiveGateway\n\n        zhihu_notify_channel = os.environ.get(\"ZHIHU_NOTIFY_CHANNEL\", \"\")\n        self.zhihu_hunter = ZhihuHunter(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n            indexer=self.indexer,\n        )\n        _zhihu_engine = ZhihuPlaywrightEngine(\n            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\n        \n


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "                \n            self._reply(channel_id, response_text, response_ts)\n            \n        except Exception as e:\n            logger.error(f\"Obsidian generation failed: {e}\", exc_info=True)", "numLines": 5, "startLine": 276, "totalLines": 382}}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "\n    def _reply(self, channel_id: str, text: str, ts: Optional[str] = None):\n        from slack_bot.utils.mrkdwn import SlackFormatter\n\n        # Slack API limits (official documentation):", "numLines": 5, "startLine": 282, "totalLines": 382}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "            logger.error(f\"Obsidian generation failed: {e}\", exc_info=True)\n            self._reply(channel_id, f\"\ud83d\udc1b Error: {str(e)}\", response_ts)", "newString": "            logger.error(f\"Obsidian generation failed: {e}\", exc_info=True)\n            self._reply(channel_id, f\"\ud83d\udc1b Error: {str(e)}\", response_ts)\n\n    def _handle_info_mode(\n        self,\n        text: str,\n        channel_id: str,\n        storage: ObsidianContextStorage,\n        state: dict,\n        response_ts: Optional[str],\n    ) -> None:\n        \"\"\"Route commands within MODE_INFO.\"\"\"\n        cmd = text.strip()\n        cmd_lower = cmd.lower()\n        active_project = state.get(\"active_project\", \"\")\n        pending_idx = state.get(\"pending_update_entry_index\")\n\n        # --- Command: project <name> ---\n        if cmd_lower.startswith(\"project \"):\n            project_name = cmd[8:].strip()\n            if not project_name or \"/\" in project_name or \"..\" in project_name:\n                self._reply(channel_id, \"\u26a0\ufe0f \u65e0\u6548\u9879\u76ee\u540d\u3002\", response_ts)\n                return\n            state[\"active_project\"] = project_name\n            state[\"pending_update_entry_index\"] = None\n            storage.save_state(state)\n            self._reply(channel_id, f\"\ud83d\udcc2 \u5df2\u5207\u6362\u5230\u9879\u76ee: *{project_name}*\", response_ts)\n            return\n\n        # --- Command: list ---\n        if cmd_lower == \"list\":\n            result = self.info_manager.list_projects()\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # Guard: require active project for all other commands\n        if not active_project:\n            self._reply(\n                channel_id,\n                \"\u26a0\ufe0f \u8bf7\u5148\u9009\u62e9\u9879\u76ee\u3002\u7528 `project <\u540d\u79f0>` \u5207\u6362\u6216\u521b\u5efa\u9879\u76ee\u3002\\n\u7528 `list` \u67e5\u770b\u5df2\u6709\u9879\u76ee\u3002\",\n                response_ts,\n            )\n            return\n\n        # --- Command: update ---\n        if cmd_lower == \"update\":\n            msg, entries = self.info_manager.list_recent(active_project)\n            if entries:\n                # Store entries in state for later reference\n                state[\"pending_update_entries\"] = [e.model_dump() for e in entries]\n                state[\"pending_update_entry_index\"] = -1  # waiting for index\n                storage.save_state(state)\n            self._reply(channel_id, msg, response_ts)\n            return\n\n        # --- State: waiting for update index selection ---\n        if pending_idx == -1:\n            try:\n                idx = int(cmd.strip()) - 1  # user sees 1-based\n                entries_data = state.get(\"pending_update_entries\", [])\n                if 0 <= idx < len(entries_data):\n                    state[\"pending_update_entry_index\"] = idx\n                    storage.save_state(state)\n                    self._reply(\n                        channel_id,\n                        f\"\u270f\ufe0f \u5df2\u9009\u62e9\u7b2c {idx + 1} \u6761\u3002\u8bf7\u53d1\u9001\u66f4\u65b0\u5185\u5bb9\uff1a\",\n                        response_ts,\n                    )\n                    return\n                else:\n                    state[\"pending_update_entry_index\"] = None\n                    storage.save_state(state)\n                    self._reply(channel_id, \"\u26a0\ufe0f \u65e0\u6548\u5e8f\u53f7\uff0c\u5df2\u9000\u51fa\u66f4\u65b0\u6a21\u5f0f\u3002\", response_ts)\n                    return\n            except ValueError:\n                # Not a number \u2014 treat as cancel, fall through to add_entry\n                state[\"pending_update_entry_index\"] = None\n                state.pop(\"pending_update_entries\", None)\n                storage.save_state(state)\n\n        # --- State: waiting for update content ---\n        if isinstance(pending_idx, int) and pending_idx >= 0:\n            from slack_bot.obsidian.info_manager import InfoEntry\n\n            entries_data = state.get(\"pending_update_entries\", [])\n            entries = [InfoEntry(**d) for d in entries_data]\n            result = self.info_manager.update_entry(\n                active_project, entries, pending_idx, cmd\n            )\n            state[\"pending_update_entry_index\"] = None\n            state.pop(\"pending_update_entries\", None)\n            storage.save_state(state)\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # --- Command: summary ---\n        if cmd_lower.startswith(\"summary\"):\n            extra_paths = None\n            if \"+\" in cmd:\n                _, paths_str = cmd.split(\"+\", 1)\n                extra_paths = [p.strip() for p in paths_str.split(\",\") if p.strip()]\n            result = self.info_man


Output: {"success": true, "taskId": "13", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"success": true, "taskId": "14", "updatedFields": ["status"], "statusChange": {"from": "pending", "to": "in_progress"}, "verificationNudgeNeeded": false}


Output: {"stdout": "Import OK\nInfoEntry fields: ['timestamp', 'tags', 'raw_content', 'comment', 'updates', 'source_line_start', 'source_line_end']\nVALID_MODES: {'search', 'deai', 'reply', 'decide', 'zhihu-hunter', 'zhihu', 'note', 'write', 'info'}\nMODE_INFO: info", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"stdout": "2026-03-17 18:47:17 - slack_bot.llm.gemini - INFO - Using OpenRouter: https://openrouter.ai/api\n2026-03-17 18:47:17 - slack_bot.llm.gemini - INFO - Initialized Gemini model: google/gemini-3-flash-preview\n=== Test 1: empty project list ===\n\ud83d\udced \u6682\u65e0\u4efb\u4f55\u9879\u76ee\u3002\u4f7f\u7528 `project <\u540d\u79f0>` \u521b\u5efa\u7b2c\u4e00\u4e2a\u9879\u76ee\u3002\n\n=== Test 2: add entry (mock) ===\nWeek file: 2026-W12.md\n\n=== Test 3: parse entries ===\n  2026-03-17 10:00 ['#bug', '#ci'] updates=0\n    raw: CI \u6d41\u6c34\u7ebf\u6bcf\u5929\u5361 30 \u5206\u949f\n    comment: \u53ef\u80fd\u662f Docker \u955c\u50cf\u62c9\u53d6\u95ee\u9898\n  2026-03-17 14:00 ['#\u6027\u80fd'] updates=1\n    raw: API \u54cd\u5e94\u65f6\u95f4\u4ece 200ms \u6da8\u5230 2s\n    comment: \u9700\u8981\u68c0\u67e5\u6570\u636e\u5e93\u8fde\u63a5\u6c60\n\n=== Test 4: list recent ===\n\ud83d\udccb *test-project* \u6700\u8fd1 2 \u6761\u4fe1\u606f\uff1a\n\n*1.* 2026-03-17 14:00 #\u6027\u80fd (+1\u66f4\u65b0)\n   API \u54cd\u5e94\u65f6\u95f4\u4ece 200ms \u6da8\u5230 2s\n*2.* 2026-03-17 10:00 #bug #ci\n   CI \u6d41\u6c34\u7ebf\u6bcf\u5929\u5361 30 \u5206\u949f\n\n\u8f93\u5165\u5e8f\u53f7\u9009\u62e9\u8981\u66f4\u65b0\u7684\u6761\u76ee\uff0c\u6216\u53d1\u9001\u5176\u4ed6\u5185\u5bb9\u65b0\u589e\u4fe1\u606f\u3002\n\n=== Test 5: search ===\n\ud83d\udd0d \u5728 *test-project* \u4e2d\u627e\u5230 1 \u6761\u5339\u914d \"Docker\"\uff1a\n\u2022 2026-03-17 10:00 #bug #ci\n  CI \u6d41\u6c34\u7ebf\u6bcf\u5929\u5361 30 \u5206\u949f\n\ud83d\udd0d \u5728 *test-project* \u4e2d\u672a\u627e\u5230\u5305\u542b \"nonexistent\" \u7684\u8bb0\u5f55\u3002\n\n=== Test 6: list projects ===\n\ud83d\udcc1 \u5171 1 \u4e2a\u9879\u76ee\uff1a\n\n\u2022 *test-project* \u2014 2 \u6761\u8bb0\u5f55\uff0c1 \u4e2a\u5468\u6587\u4ef6\n\n=== Test 7: update entry ===\n2026-03-17 18:47:17 - slack_bot.obsidian.info_manager - INFO - InfoManager: updated entry 2026-03-17 14:00 in test-project\n\u2705 \u5df2\u66f4\u65b0 *2026-03-17 14:00* \u7684\u8bb0\u5f55\u3002\n\n> **\u66f4\u65b0 2026-03-17**: \u95ee\u9898\u5df2\u4fee\u590d\uff0c\u6362\u4e86\u5185\u7f51 registry\nFile contains update: True", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"tasks": [{"id": "12", "subject": "\u5b9e\u73b0 info_manager.py", "status": "completed", "blockedBy": []}, {"id": "13", "subject": "\u96c6\u6210 MODE_INFO \u5230 dispatcher.py", "status": "completed", "blockedBy": []}, {"id": "14", "subject": "\u9a8c\u8bc1\u5bfc\u5165\u548c\u57fa\u672c\u529f\u80fd", "status": "in_progress", "blockedBy": []}]}


Output: {"success": true, "taskId": "14", "updatedFields": ["status"], "statusChange": {"from": "in_progress", "to": "completed"}, "verificationNudgeNeeded": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json", "numLines": 30, "startLine": 1, "totalLines": 496}}


Output: {"mode": "content", "numFiles": 0, "filenames": [], "content": "9:from slack_bot.obsidian.info_manager import InfoManager\n50:    MODE_INFO = \"info\"\n52:    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n78:        self.info_manager = InfoManager(vault_path=Path(vault_path))\n150:        # MODE_INFO: project info fragment tracker\n151:        if current_mode == self.MODE_INFO:\n153:                self._handle_info_mode(text, channel_id, storage, state, response_ts)\n283:    def _handle_info_mode(\n291:        \"\"\"Route commands within MODE_INFO.\"\"\"\n311:            result = self.info_manager.list_projects()\n326:            msg, entries = self.info_manager.list_recent(active_project)\n362:            from slack_bot.obsidian.info_manager import InfoEntry\n366:            result = self.info_manager.update_entry(\n381:            result = self.info_manager.summarize(active_project, extra_paths)\n389:                result = self.info_manager.search_entries(active_project, keyword)\n394:        result = self.info_manager.add_entry(active_project, cmd)", "numLines": 16}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "    def _handle_info_mode(\n        self,\n        text: str,\n        channel_id: str,\n        storage: ObsidianContextStorage,\n        state: dict,\n        response_ts: Optional[str],\n    ) -> None:\n        \"\"\"Route commands within MODE_INFO.\"\"\"\n        cmd = text.strip()\n        cmd_lower = cmd.lower()\n        active_project = state.get(\"active_project\", \"\")\n        pending_idx = state.get(\"pending_update_entry_index\")\n\n        # --- Command: project <name> ---\n        if cmd_lower.startswith(\"project \"):\n            project_name = cmd[8:].strip()\n            if not project_name or \"/\" in project_name or \"..\" in project_name:\n                self._reply(channel_id, \"\u26a0\ufe0f \u65e0\u6548\u9879\u76ee\u540d\u3002\", response_ts)\n                return\n            state[\"active_project\"] = project_name\n            state[\"pending_update_entry_index\"] = None\n            storage.save_state(state)\n            self._reply(channel_id, f\"\ud83d\udcc2 \u5df2\u5207\u6362\u5230\u9879\u76ee: *{project_name}*\", response_ts)\n            return\n\n        # --- Command: list ---\n        if cmd_lower == \"list\":\n            result = self.info_manager.list_projects()\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # Guard: require active project for all other commands\n        if not active_project:\n            self._reply(\n                channel_id,\n                \"\u26a0\ufe0f \u8bf7\u5148\u9009\u62e9\u9879\u76ee\u3002\u7528 `project <\u540d\u79f0>` \u5207\u6362\u6216\u521b\u5efa\u9879\u76ee\u3002\\n\u7528 `list` \u67e5\u770b\u5df2\u6709\u9879\u76ee\u3002\",\n                response_ts,\n            )\n            return\n\n        # --- Command: update ---\n        if cmd_lower == \"update\":\n            msg, entries = self.info_manager.list_recent(active_project)\n            if entries:\n                # Store entries in state for later reference\n                state[\"pending_update_entries\"] = [e.model_dump() for e in entries]\n                state[\"pending_update_entry_index\"] = -1  # waiting for index\n                storage.save_state(state)\n            self._reply(channel_id, msg, response_ts)\n            return\n\n        # --- State: waiting for update index selection ---\n        if pending_idx == -1:\n            try:\n                idx = int(cmd.strip()) - 1  # user sees 1-based\n                entries_data = state.get(\"pending_update_entries\", [])\n                if 0 <= idx < len(entries_data):\n                    state[\"pending_update_entry_index\"] = idx\n                    storage.save_state(state)\n                    self._reply(\n                        channel_id,\n                        f\"\u270f\ufe0f \u5df2\u9009\u62e9\u7b2c {idx + 1} \u6761\u3002\u8bf7\u53d1\u9001\u66f4\u65b0\u5185\u5bb9\uff1a\",\n                        response_ts,\n                    )\n                    return\n                else:\n                    state[\"pending_update_entry_index\"] = None\n                    storage.save_state(state)\n                    self._reply(channel_id, \"\u26a0\ufe0f \u65e0\u6548\u5e8f\u53f7\uff0c\u5df2\u9000\u51fa\u66f4\u65b0\u6a21\u5f0f\u3002\", response_ts)\n                    return\n            except ValueError:\n                # Not a number \u2014 treat as cancel, fall through to add_entry\n                state[\"pending_update_entry_index\"] = None\n                state.pop(\"pending_update_entries\", None)\n                storage.save_state(state)\n\n        # --- State: waiting for update content ---\n        if isinstance(pending_idx, int) and pending_idx >= 0:\n            from slack_bot.obsidian.info_manager import InfoEntry\n\n            entries_data = state.get(\"pending_update_entries\", [])\n            entries = [InfoEntry(**d) for d in entries_data]\n            result = self.info_manager.update_entry(\n                active_project, entries, pending_idx, cmd\n            )\n            state[\"pending_update_entry_index\"] = None\n            state.pop(\"pending_update_entries\", None)\n            storage.save_state(state)\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # --- Command: summary ---\n        if cmd_lower.startswith(\"summary\"):\n            extra_paths = None\n            if \"+\" in cmd:\n                _, paths_str = cmd.split(\"+\", 1)\n                extra_paths = [p.strip() for p in paths_str.split(\",\") if p.strip()]\n            result = self.info_manager.summarize(active_project, extra_paths)\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # --- Command: search <keyword> ---\n        if cmd_lower.startswith(\"search \"):\n            keyword = cmd[7:].strip()\n            if keyword:\n                result = self.info_manage


Output: {"stdout": "  butler-health.service                    loaded active running Butler Health Bot\n  butler-obsidian.service                  loaded active running Butler Obsidian Bot", "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 Tue 2026-03-17 19:01:54 CST; 23s ago\n   Main PID: 3371974 (python)\n      Tasks: 16 (limit: 9171)\n     Memory: 94.5M (peak: 95.1M)\n        CPU: 2.033s\n     CGroup: /system.slice/butler-obsidian.service\n             \u2514\u25003371974 /root/projects/butler/venv/bin/python scripts/obsidian_bot.py\n\nMar 17 19:01:54 VM-8-2-opencloudos systemd[1]: Started butler-obsidian.service - Butler Obsidian Bot.", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "            slack_client=self.client,\n            notify_channel=zhihu_notify_channel,\n        )\n        self.zhihu_gateway = SlackInteractiveGateway(\n            slack_client=self.client,\n            hunter=self.zhihu_hunter,\n            engine=_zhihu_engine,\n            notify_channel=zhihu_notify_channel,\n        )\n        logger.info(\"ObsidianDispatcher initialized\")\n\n    def dispatch(self, text: str, channel_id: str, user_id: str, response_ts: Optional[str] = None):\n        storage = ObsidianContextStorage(channel_id)\n        state = storage.load_state()\n        current_mode = state.get(\"mode\", \"none\")\n        \n        cmd = text.strip().lower()\n        \n        # 1. Handle Commands\n        if cmd.startswith(\"mode \"):\n            new_mode = cmd.split(\" \", 1)[1].strip()\n            if new_mode in self.VALID_MODES:\n                storage.clear()\n                storage.save_state({\"mode\": new_mode})\n                self._reply(channel_id, f\"\u2705 Switched to mode: *{new_mode}* (History cleared)\", response_ts)\n                return\n            else:\n                self._reply(channel_id, f\"\u274c Invalid mode. Available: {', '.join(sorted(self.VALID_MODES))}\", response_ts)\n                return\n        ", "numLines": 30, "startLine": 95, "totalLines": 496}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "oldString": "            if new_mode in self.VALID_MODES:\n                storage.clear()\n                storage.save_state({\"mode\": new_mode})\n                self._reply(channel_id, f\"\u2705 Switched to mode: *{new_mode}* (History cleared)\", response_ts)\n                return", "newString": "            if new_mode in self.VALID_MODES:\n                storage.clear()\n                storage.save_state({\"mode\": new_mode})\n                msg = f\"\u2705 Switched to mode: *{new_mode}* (History cleared)\"\n                if new_mode == self.MODE_INFO:\n                    msg += (\n                        \"\\n\\n\ud83d\udccc *\u4f7f\u7528\u8bf4\u660e:*\\n\"\n                        \"\u2022 `project <\u540d\u79f0>` \u2014 \u5207\u6362/\u521b\u5efa\u9879\u76ee\\n\"\n                        \"\u2022 \u76f4\u63a5\u53d1\u9001\u6587\u5b57\u6216 URL \u2014 \u65b0\u589e\u6761\u76ee\uff08\u81ea\u52a8\u751f\u6210\u70b9\u8bc4\u548c\u6807\u7b7e\uff09\\n\"\n                        \"\u2022 `update` \u2014 \u67e5\u770b\u6700\u8fd1\u6761\u76ee\uff0c\u9009\u5e8f\u53f7\u8ffd\u52a0\u66f4\u65b0\\n\"\n                        \"\u2022 `summary` \u2014 \u6c47\u603b\u9879\u76ee\u8fdb\u5c55\\n\"\n                        \"\u2022 `summary + <vault\u8def\u5f84>` \u2014 \u6c47\u603b + \u878d\u5408\u5916\u90e8\u7b14\u8bb0\\n\"\n                        \"\u2022 `search <\u5173\u952e\u8bcd>` \u2014 \u641c\u7d22\u5f53\u524d\u9879\u76ee\\n\"\n                        \"\u2022 `list` \u2014 \u67e5\u770b\u6240\u6709\u9879\u76ee\"\n                    )\n                self._reply(channel_id, msg, response_ts)\n                return", "originalFile": "import os\nfrom pathlib import Path\nfrom typing import Optional, List, Dict, Any\nfrom slack_sdk import WebClient\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.obsidian.indexer import ObsidianIndexer\nfrom slack_bot.obsidian.generators import WritingAssistant, ReplyGenerator, DecisionSupport, SearchAnalyzer, DeAIReviser, ZhihuGenerator\nfrom slack_bot.obsidian.info_manager import InfoManager\nfrom slack_bot.context.storage import ContextStorage as BaseStorage\n\nlogger = setup_logger(__name__)\n\nclass ObsidianContextStorage(BaseStorage):\n    \"\"\"Specific storage for Obsidian bot to avoid mixing with Health bot.\"\"\"\n    def __init__(self, channel_id: str):\n        super().__init__(channel_id)\n        from health import config\n        self.context_dir = config.DATA_DIR / \"obsidian_context\"\n        self.context_dir.mkdir(parents=True, exist_ok=True)\n        self.file_path = self.context_dir / f\"{channel_id}.json\"\n        self.state_file = self.context_dir / f\"{channel_id}_state.json\"\n\n    def save_state(self, state: Dict[str, Any]):\n        import json\n        with open(self.state_file, \"w\") as f:\n            json.dump(state, f)\n\n    def load_state(self) -> Dict[str, Any]:\n        import json\n        if not self.state_file.exists():\n            return {\"mode\": \"none\"}\n        try:\n            with open(self.state_file, \"r\") as f:\n                return json.load(f)\n        except:\n            return {\"mode\": \"none\"}\n\nclass ObsidianDispatcher:\n    \"\"\"Routes Obsidian Slack Bot messages.\"\"\"\n\n    MODE_WRITE = \"write\"\n    MODE_REPLY = \"reply\"\n    MODE_DECIDE = \"decide\"\n    MODE_SEARCH = \"search\"\n    MODE_DEAI = \"deai\"\n    MODE_ZHIHU = \"zhihu\"\n    MODE_NOTE = \"note\"\n    MODE_ZHIHU_HUNTER = \"zhihu-hunter\"\n    MODE_INFO = \"info\"\n\n    VALID_MODES = {MODE_WRITE, MODE_REPLY, MODE_DECIDE, MODE_SEARCH, MODE_DEAI, MODE_ZHIHU, MODE_NOTE, MODE_ZHIHU_HUNTER, MODE_INFO}\n\n    def __init__(self, vault_path: str):\n        self.indexer = ObsidianIndexer(vault_path)\n        self.indexer.scan_vault()\n\n        # Initialize RAG vector store and note ingester\n        from slack_bot.obsidian.embeddings import get_embedding_provider\n        from slack_bot.obsidian.vector_store import ChromaVectorStore\n        from slack_bot.obsidian.note_ingester import NoteIngester\n\n        self.vector_store = ChromaVectorStore(embedding_provider=get_embedding_provider())\n        self.note_ingester = NoteIngester(\n            vault_path=Path(vault_path),\n            vector_store=self.vector_store,\n        )\n\n        self.generators = {\n            self.MODE_WRITE: WritingAssistant(self.indexer, self.vector_store),\n            self.MODE_REPLY: ReplyGenerator(self.indexer, self.vector_store),\n            self.MODE_DECIDE: DecisionSupport(self.indexer),\n            self.MODE_SEARCH: SearchAnalyzer(self.indexer),\n            self.MODE_DEAI: DeAIReviser(self.indexer),\n            self.MODE_ZHIHU: ZhihuGenerator(self.indexer, self.vector_store),\n        }\n\n        self.info_manager = InfoManager(vault_path=Path(vault_path))\n\n        token = [REDACTED](\"OBSIDIAN_SLACK_BOT_TOKEN\")\n        self.client = WebClient(toke


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 Tue 2026-03-17 19:09:29 CST; 24s ago\n   Main PID: 3375366 (python)\n      Tasks: 18 (limit: 9171)\n     Memory: 94.8M (peak: 95.2M)\n        CPU: 2.007s\n     CGroup: /system.slice/butler-obsidian.service\n             \u2514\u25003375366 /root/projects/butler/venv/bin/python scripts/obsidian_bot.py", "stderr": "", "interrupted": false, "isImage": false, "noOutputExpected": false}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/info_manager.py", "content": "    def summarize(self, project: str, extra_paths: Optional[List[str]] = None) -> str:\n        \"\"\"Generate a project summary from all info entries.\n\n        Args:\n            project: Project directory name.\n            extra_paths: Optional vault-relative paths to include.\n\n        Returns:\n            LLM-generated summary.\n        \"\"\"\n        all_content = self._load_all_content(project)\n        if not all_content.strip():\n            return f\"\ud83d\udced \u9879\u76ee *{project}* \u6682\u65e0\u8bb0\u5f55\uff0c\u65e0\u6cd5\u6c47\u603b\u3002\"\n\n        extra_text = \"\"\n        if extra_paths:\n            for rel_path in extra_paths:\n                fp = self.vault_path / rel_path.strip()\n                if fp.exists():\n                    text = fp.read_text(encoding=\"utf-8\", errors=\"ignore\")[:8000]\n                    extra_text += f\"\\n\\n=== \u5916\u90e8\u7b14\u8bb0: {rel_path} ===\\n{text}\"\n                else:\n                    extra_text += f\"\\n\\n\u26a0\ufe0f \u672a\u627e\u5230: {rel_path}\"\n\n        prompt = f\"\"\"\u6839\u636e\u4ee5\u4e0b\u9879\u76ee \"{project}\" \u7684\u788e\u7247\u4fe1\u606f\uff0c\u751f\u6210\u6c47\u603b\u62a5\u544a\u3002\n\n\u8981\u6c42\uff1a\n1. \u9879\u76ee\u8fdb\u5c55\u65f6\u95f4\u7ebf\uff08\u6309\u65f6\u95f4\u6392\u5217\u5173\u952e\u4e8b\u4ef6\uff09\n2. \u5f53\u524d\u5f85\u89e3\u51b3\u95ee\u9898\n3. \u5173\u952e\u51b3\u7b56\u548c\u7ed3\u8bba\n4. \u5982\u6709\u5916\u90e8\u7b14\u8bb0\uff0c\u878d\u5408\u5176\u5185\u5bb9\u8fdb\u884c\u5206\u6790\n\n\u7528\u4e2d\u6587\u56de\u7b54\uff0c\u7b80\u6d01\u76f4\u63a5\u3002\n\n=== \u9879\u76ee\u788e\u7247\u4fe1\u606f ===\n{all_content}\n{extra_text}\n\"\"\"\n        response, _ = self.llm.generate_response(prompt, [])\n        logger.info(f\"InfoManager: generated summary for {project}\")\n        return response\n", "numLines": 42, "startLine": 172, "totalLines": 448}}


Output: {"type": "text", "file": {"filePath": "/root/projects/butler/slack_bot/obsidian/dispatcher.py", "content": "\n            entries_data = state.get(\"pending_update_entries\", [])\n            entries = [InfoEntry(**d) for d in entries_data]\n            result = self.info_manager.update_entry(\n                active_project, entries, pending_idx, cmd\n            )\n            state[\"pending_update_entry_index\"] = None\n            state.pop(\"pending_update_entries\", None)\n            storage.save_state(state)\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # --- Command: summary ---\n        if cmd_lower.startswith(\"summary\"):\n            extra_paths = None\n            if \"+\" in cmd:\n                _, paths_str = cmd.split(\"+\", 1)\n                extra_paths = [p.strip() for p in paths_str.split(\",\") if p.strip()]\n            result = self.info_manager.summarize(active_project, extra_paths)\n            self._reply(channel_id, result, response_ts)\n            return\n\n        # --- Command: search <keyword> ---\n        if cmd_lower.startswith(\"search \"):\n            keyword = cmd[7:].strip()\n            if keyword:\n                result = self.info_manager.search_entries(active_project, keyword)\n                self._reply(channel_id, result, response_ts)\n                return\n", "numLines": 30, "startLine": 375, "totalLines": 508}}


Output: {"filePath": "/root/projects/butler/slack_bot/obsidian/info_manager.py", "oldString": "    def search_entries(self, project: str, keyword: str) -> str:", "newString": "    def ask(self, project: str, question: str, extra_paths: Optional[List[str]] = None) -> str:\n        \"\"\"Answer a free-form question based on project info entries.\n\n        Args:\n            project: Project directory name.\n            question: User's question.\n            extra_paths: Optional vault-relative paths to include as context.\n\n        Returns:\n            LLM-generated answer.\n        \"\"\"\n        all_content = self._load_all_content(project)\n        if not all_content.strip():\n            return f\"\ud83d\udced \u9879\u76ee *{project}* \u6682\u65e0\u8bb0\u5f55\uff0c\u65e0\u6cd5\u56de\u7b54\u3002\"\n\n        extra_text = \"\"\n        if extra_paths:\n            for rel_path in extra_paths:\n                fp = self.vault_path / rel_path.strip()\n                if fp.exists():\n                    text = fp.read_text(encoding=\"utf-8\", errors=\"ignore\")[:8000]\n                    extra_text += f\"\\n\\n=== \u5916\u90e8\u7b14\u8bb0: {rel_path} ===\\n{text}\"\n                else:\n                    extra_text += f\"\\n\\n\u26a0\ufe0f \u672a\u627e\u5230: {rel_path}\"\n\n        prompt = f\"\"\"\u6839\u636e\u4ee5\u4e0b\u9879\u76ee \"{project}\" \u7684\u788e\u7247\u4fe1\u606f\uff0c\u56de\u7b54\u7528\u6237\u95ee\u9898\u3002\n\n\u8981\u6c42\uff1a\n- \u53ea\u57fa\u4e8e\u63d0\u4f9b\u7684\u4fe1\u606f\u56de\u7b54\uff0c\u6ca1\u6709\u76f8\u5173\u4fe1\u606f\u5c31\u76f4\u8bf4\n- \u7528\u4e2d\u6587\u56de\u7b54\uff0c\u7b80\u6d01\u76f4\u63a5\n- \u5982\u6709\u65f6\u95f4\u7ebf\u76f8\u5173\uff0c\u6309\u65f6\u95f4\u987a\u5e8f\u6574\u7406\n\n=== \u9879\u76ee\u788e\u7247\u4fe1\u606f ===\n{all_content}\n{extra_text}\n\n=== \u7528\u6237\u95ee\u9898 ===\n{question}\n\"\"\"\n        response, _ = self.llm.generate_response(prompt, [])\n        logger.info(f\"InfoManager: answered question for {project}\")\n        return response\n\n    def search_entries(self, project: str, keyword: str) -> str:", "originalFile": "\"\"\"Project info fragment tracker for Obsidian Bot mode info.\"\"\"\n\nimport os\nimport re\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import List, Optional, Tuple\n\nfrom pydantic import BaseModel, Field\n\nfrom health.utils.logging_config import setup_logger\nfrom slack_bot.llm.gemini import GeminiLLM\n\nlogger = setup_logger(__name__)\n\n_URL_RE = re.compile(r'https?://\\S+')\n\nINFO_SYSTEM_PROMPT = \"\"\"You are a concise project note-taker.\nYou help organize and comment on project information fragments.\nAlways respond in Chinese unless the input is entirely in English.\"\"\"\n\n\nclass InfoEntry(BaseModel):\n    \"\"\"Single information fragment parsed from a weekly Markdown file.\"\"\"\n\n    timestamp: str\n    tags: List[str] = Field(default_factory=list)\n    raw_content: str\n    comment: str = \"\"\n    updates: List[str] = Field(default_factory=list)\n    # Line position in the source file for update insertion\n    source_line_start: int = 0\n    source_line_end: int = 0\n\n\nclass InfoManager:\n    \"\"\"Manages per-project weekly info files in the Obsidian vault.\n\n    Directory layout::\n\n        vault/info/<project>/YYYY-Www.md\n    \"\"\"\n\n    def __init__(self, vault_path: Path):\n        self.vault_path = vault_path\n        self.info_dir = vault_path / \"info\"\n        self.llm = GeminiLLM(system_instruction=INFO_SYSTEM_PROMPT)\n        # Lazy-loaded URL fetcher from NoteIngester\n        self._note_ingester: Optional[object] = None\n\n    # \u2500\u2500 Public API \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n    def add_entry(self, project: str, content: str) -> str:\n        \"\"\"Add a new info entry to the current week file.\n\n        Args:\n            project: Project directory name.\n            content: Raw user input (text, URL, or mixed).\n\n        Returns:\n            Slack confirmation message.\n        \"\"\"\n        raw_text, source_url = self._resolve_content(content)\n        if not raw_text.strip():\n            return \"\u26a0\ufe0f \u5185\u5bb9\u4e3a\u7a7a\uff0c\u672a\u4fdd\u5b58\u3002\"\n\n        # Load recent entries for context\n        week_file = self._get_week_file(project)\n        existing = \"\"\n        if week_file.exists():\n            existing = week_file.read_text(encoding=\"utf-8\")\n\n        comment, tags = self._generate_comment_and_tags(raw_text, project, existing)\n\n        now = datetime.now(timezone.utc).strftime(\"%Y-%m-%d %H:%M\")\n        tag_str = \" \".join(tags) if tags else \"\"\n        header = f\"### {now} | {tag_str}\".rstrip()