diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index 4872dad..692fa1c 100755
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -4,21 +4,21 @@
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+        "id": "24a6b53bf2557798",
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               "type": "markdown",
               "state": {
-                "file": "100-project/Infrastructure/Services/Soft Serve Git.md",
+                "file": "100-project/AI/Manus/Manus 简介使用.md",
                 "mode": "source",
                 "source": false
               },
               "icon": "lucide-file",
-              "title": "Soft Serve Git"
+              "title": "Manus 简介使用"
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@@ -254,10 +254,12 @@
       "smart-connections:Smart Connections: Open random connection": false
     }
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+    "100-project/AI/Manus/Manus 简介使用.md",
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+    "2025-12-29.md",
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     "100-project/Home-Automation/zigbee2mqtt.md",
     "100-project/Home-Automation/esphome.md",
-    "100-project/Home-Automation/mopidy.md",
     "100-project/Home-Automation/Hardware",
     "100-project/Home-Automation/Config",
     "100-project/Home-Automation",
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     "100-project/Infrastructure/Mail/Config",
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index c04fb4e..ed2b556 100644
--- a/.smart-env/event_logs/event_logs.ajson
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diff --git a/.smart-env/multi/200-area_Blog_Blog_md.ajson b/.smart-env/multi/200-area_Blog_Blog_md.ajson
index a7122df..e1da89a 100644
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+++ b/.smart-env/multi/200-area_Blog_Blog_md.ajson
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diff --git a/.smart-env/multi/200-area_Finance_Finance_md.ajson b/.smart-env/multi/200-area_Finance_Finance_md.ajson
index 348a353..edcbe8f 100644
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diff --git a/.smart-env/multi/200-area_Health_Health_md.ajson b/.smart-env/multi/200-area_Health_Health_md.ajson
index 0fd288f..d32d789 100644
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diff --git a/.smart-env/multi/200-area_Health_自行车_md.ajson b/.smart-env/multi/200-area_Health_自行车_md.ajson
index 291057b..05b9818 100644
--- a/.smart-env/multi/200-area_Health_自行车_md.ajson
+++ b/.smart-env/multi/200-area_Health_自行车_md.ajson
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diff --git a/.smart-env/multi/200-area_House_Brand_and_models_md.ajson b/.smart-env/multi/200-area_House_Brand_and_models_md.ajson
index d73d65b..5177afb 100644
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+++ b/.smart-env/multi/200-area_House_Brand_and_models_md.ajson
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diff --git a/.smart-env/multi/200-area_House_House_md.ajson b/.smart-env/multi/200-area_House_House_md.ajson
index ef1ee10..522abc8 100644
--- a/.smart-env/multi/200-area_House_House_md.ajson
+++ b/.smart-env/multi/200-area_House_House_md.ajson
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\ No newline at end of file
diff --git a/.smart-env/multi/200-area_Personal_Development_Design_Your_Habits_md.ajson b/.smart-env/multi/200-area_Personal_Development_Design_Your_Habits_md.ajson
index 1bed720..64c4457 100644
--- a/.smart-env/multi/200-area_Personal_Development_Design_Your_Habits_md.ajson
+++ b/.smart-env/multi/200-area_Personal_Development_Design_Your_Habits_md.ajson
@@ -1,3 +1 @@
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diff --git a/.smart-env/multi/200-area_Personal_Development_Personal_Development_md.ajson b/.smart-env/multi/200-area_Personal_Development_Personal_Development_md.ajson
index 1c0ccb9..f4910c0 100644
--- a/.smart-env/multi/200-area_Personal_Development_Personal_Development_md.ajson
+++ b/.smart-env/multi/200-area_Personal_Development_Personal_Development_md.ajson
@@ -1,3 +1 @@
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\ No newline at end of file
diff --git a/.smart-env/multi/200-area_Productivity_Productivity_md.ajson b/.smart-env/multi/200-area_Productivity_Productivity_md.ajson
index f1bc7d7..dfb57fa 100644
--- a/.smart-env/multi/200-area_Productivity_Productivity_md.ajson
+++ b/.smart-env/multi/200-area_Productivity_Productivity_md.ajson
@@ -1,3 +1 @@
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diff --git a/.smart-env/multi/200-area_Productivity_Task_triage_md.ajson b/.smart-env/multi/200-area_Productivity_Task_triage_md.ajson
index 228993b..ef7f35d 100644
--- a/.smart-env/multi/200-area_Productivity_Task_triage_md.ajson
+++ b/.smart-env/multi/200-area_Productivity_Task_triage_md.ajson
@@ -1,3 +1 @@
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\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Community_Community_md.ajson b/.smart-env/multi/300-resources_Community_Community_md.ajson
index 1c93a6d..5b8b6a5 100644
--- a/.smart-env/multi/300-resources_Community_Community_md.ajson
+++ b/.smart-env/multi/300-resources_Community_Community_md.ajson
@@ -1,3 +1 @@
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\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Cooking_Cooking_md.ajson b/.smart-env/multi/300-resources_Cooking_Cooking_md.ajson
index d79d44b..4ad9bf7 100644
--- a/.smart-env/multi/300-resources_Cooking_Cooking_md.ajson
+++ b/.smart-env/multi/300-resources_Cooking_Cooking_md.ajson
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\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Development_Development_md.ajson b/.smart-env/multi/300-resources_Development_Development_md.ajson
index a9a4803..b60148c 100644
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+++ b/.smart-env/multi/300-resources_Development_Development_md.ajson
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\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Drawing_Drawing_md.ajson b/.smart-env/multi/300-resources_Drawing_Drawing_md.ajson
index 71cc49d..5c3c721 100644
--- a/.smart-env/multi/300-resources_Drawing_Drawing_md.ajson
+++ b/.smart-env/multi/300-resources_Drawing_Drawing_md.ajson
@@ -1,3 +1 @@
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\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Gaming_Gaming_md.ajson b/.smart-env/multi/300-resources_Gaming_Gaming_md.ajson
index b1ae5fa..231a95b 100644
--- a/.smart-env/multi/300-resources_Gaming_Gaming_md.ajson
+++ b/.smart-env/multi/300-resources_Gaming_Gaming_md.ajson
@@ -1,3 +1 @@
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diff --git a/.smart-env/multi/300-resources_Marketing_Marketing_md.ajson b/.smart-env/multi/300-resources_Marketing_Marketing_md.ajson
index 489cc0c..2b17e3a 100644
--- a/.smart-env/multi/300-resources_Marketing_Marketing_md.ajson
+++ b/.smart-env/multi/300-resources_Marketing_Marketing_md.ajson
@@ -1,3 +1 @@
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diff --git a/.smart-env/multi/300-resources_Personal_Knowledge_Management_Personal_Knowledge_Management_md.ajson b/.smart-env/multi/300-resources_Personal_Knowledge_Management_Personal_Knowledge_Management_md.ajson
index a377adc..a151382 100644
--- a/.smart-env/multi/300-resources_Personal_Knowledge_Management_Personal_Knowledge_Management_md.ajson
+++ b/.smart-env/multi/300-resources_Personal_Knowledge_Management_Personal_Knowledge_Management_md.ajson
@@ -1,3 +1 @@
-
-"smart_sources:300-resources/Personal Knowledge Management/Personal Knowledge Management.md": {"path":"300-resources/Personal Knowledge Management/Personal Knowledge Management.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"1bbvz6u","at":1766986877790},"class_name":"SmartSource","last_import":{"mtime":1627686516000,"size":115,"at":1766986877914,"hash":"1bbvz6u"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]]},
 "smart_sources:300-resources/Personal Knowledge Management/Personal Knowledge Management.md": {"path":"300-resources/Personal Knowledge Management/Personal Knowledge Management.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"18gbhvq","at":1766994016408},"class_name":"SmartSource","last_import":{"mtime":1766992687802,"size":117,"at":1766994016490,"hash":"18gbhvq"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]],"key":"300-resources/Personal Knowledge Management/Personal Knowledge Management.md"},
\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Productivity_Productivity_md.ajson b/.smart-env/multi/300-resources_Productivity_Productivity_md.ajson
index 1926068..c292b5d 100644
--- a/.smart-env/multi/300-resources_Productivity_Productivity_md.ajson
+++ b/.smart-env/multi/300-resources_Productivity_Productivity_md.ajson
@@ -1,3 +1 @@
-
-"smart_sources:300-resources/Productivity/Productivity.md": {"path":"300-resources/Productivity/Productivity.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"kbr5y6","at":1766986877790},"class_name":"SmartSource","last_import":{"mtime":1627686520000,"size":98,"at":1766986877914,"hash":"kbr5y6"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]]},
 "smart_sources:300-resources/Productivity/Productivity.md": {"path":"300-resources/Productivity/Productivity.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"k0inuc","at":1766994016561},"class_name":"SmartSource","last_import":{"mtime":1766992687783,"size":100,"at":1766994016699,"hash":"k0inuc"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]],"key":"300-resources/Productivity/Productivity.md"},
\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Travel_Travel_md.ajson b/.smart-env/multi/300-resources_Travel_Travel_md.ajson
index f72c1cd..f052ab7 100644
--- a/.smart-env/multi/300-resources_Travel_Travel_md.ajson
+++ b/.smart-env/multi/300-resources_Travel_Travel_md.ajson
@@ -1,3 +1 @@
-
-"smart_sources:300-resources/Travel/Travel.md": {"path":"300-resources/Travel/Travel.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"1c8ejdo","at":1766986877790},"class_name":"SmartSource","last_import":{"mtime":1627686522000,"size":92,"at":1766986877914,"hash":"1c8ejdo"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]]},
 "smart_sources:300-resources/Travel/Travel.md": {"path":"300-resources/Travel/Travel.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"u786i8","at":1766994016561},"class_name":"SmartSource","last_import":{"mtime":1766992687809,"size":94,"at":1766994016699,"hash":"u786i8"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]],"key":"300-resources/Travel/Travel.md"},
\ No newline at end of file
diff --git a/.smart-env/multi/300-resources_Writing_Writing_md.ajson b/.smart-env/multi/300-resources_Writing_Writing_md.ajson
index 0d48745..a702b54 100644
--- a/.smart-env/multi/300-resources_Writing_Writing_md.ajson
+++ b/.smart-env/multi/300-resources_Writing_Writing_md.ajson
@@ -1,3 +1 @@
-
-"smart_sources:300-resources/Writing/Writing.md": {"path":"300-resources/Writing/Writing.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"ylynh5","at":1766986877790},"class_name":"SmartSource","last_import":{"mtime":1627686524000,"size":93,"at":1766986877915,"hash":"ylynh5"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]]},
 "smart_sources:300-resources/Writing/Writing.md": {"path":"300-resources/Writing/Writing.md","last_embed":{"hash":null},"embeddings":{},"last_read":{"hash":"10hg78u","at":1766994016561},"class_name":"SmartSource","last_import":{"mtime":1766992687809,"size":95,"at":1766994016699,"hash":"10hg78u"},"blocks":{"###Notes":[1,6],"###Notes#{1}":[2,6]},"outlinks":[],"task_lines":[],"tasks":{},"codeblock_ranges":[[2,5]],"key":"300-resources/Writing/Writing.md"},
\ No newline at end of file
diff --git a/100-project/AI/Manus/Manus 简介使用.md b/100-project/AI/Manus/Manus 简介使用.md
new file mode 100644
index 0000000..e42561c
--- /dev/null
+++ b/100-project/AI/Manus/Manus 简介使用.md	
@@ -0,0 +1,138 @@
+---
+Title: "Manus AI：理解与使用要点（基于 Single Grain）"
+source_url: "https://www.singlegrain.com/digital-marketing/manus-ai-the-ultimate-guide-to-understanding-and-using-it/"
+Article_updated: "2025-10-17"
+Tags:
+  - Ai
+  - Agent
+  - Automation
+  - Workflow
+  - Ops
+Created: 2025-12-31
+---
+
+
+## 1) 核心定义
+**Manus AI = 自治型 AI Agent（自主代理）**：围绕目标自动拆解任务、调用工具执行、产出结果。区别于“对话型生成工具”的关键点在于 **执行与编排**。
+
+---
+
+## 2) 关键能力（你需要记住的 4 件事）
+1. **多步骤任务自治执行**
+   - 能做“目标→步骤→执行→交付”的完整链路（研究/分析/报告/内容/规划等）。
+2. **多模态**
+   - 文本为主，包含图像/代码/数据处理能力的叙述口径。
+3. **工具链编排**
+   - 倾向于通过浏览器/命令行/文件系统等工具完成任务（文章提到受控 sandbox）。
+4. **自适应**
+   - 通过反馈逐步贴合偏好（落地需靠流程与验收保证，不要指望“自动变聪明”解决质量）。
+
+---
+
+## 3) 适用任务类型（用“工作流形态”判断是否该用）
+优先使用 Manus/Agent 的任务特征：
+- 需要 **多步骤**（收集 → 处理 → 汇总 → 交付）
+- 需要 **工具操作**（网页检索、文件整理、脚本/数据处理）
+- 输出需要 **结构化交付**（报告、表格、清单、方案、可视化）
+
+不优先的任务：
+- 单轮问答即可解决
+- 高度敏感/高风险但缺乏强验收与复核机制
+- 需求不清晰、目标频繁变动且没有阶段性验收
+
+---
+
+## 4) 企业/个人常见落地点（按结果交付物归类）
+### 4.1 研究与洞察交付
+- 竞品/市场研究 → 结构化对比 → 结论与建议
+- 重点：来源、假设、证据链、可复核性
+
+### 4.2 报告与内容交付
+- 周报/月报、活动复盘、内容大纲与素材整理
+- 重点：风格约束、口径一致、可复用模板
+
+### 4.3 数据处理交付
+- 清洗/统计 → 图表 → 解读
+- 重点：数据字典、口径、可重复运行
+
+### 4.4 工程与文档交付
+- 代码辅助、调试建议、文档/README/变更说明
+- 重点：可运行性、边界条件、测试建议
+
+---
+
+## 5) 使用方法（最短可落地框架）
+### 5.1 任务提示（Prompt）最小模板
+**目标**
+- 要完成什么（最终交付物是什么）
+
+**输入**
+- 给它的数据/链接/文件范围（明确“不要访问/不要使用”的范围）
+
+**约束**
+- 时间范围、格式、风格、合规要求
+- 必须引用来源？是否允许猜测？不确定如何处理？
+
+**验收标准**
+- 成功条件（可检查）
+- 必须包含的章节/字段
+
+**输出格式**
+- Markdown / 表格 / JSON / PPT 大纲等
+
+### 5.2 迭代策略（避免走偏）
+- 拆成 2-4 个阶段交付：
+  1) 计划与信息需求清单
+  2) 初稿（可快速审）
+  3) 修订版（按反馈收敛）
+  4) 最终交付（格式化与校验）
+
+---
+
+## 6) 质量与风险控制（必须有）
+### 6.1 常见失败模式
+- 误解目标、隐含假设错误
+- 为了完成而“编造细节”或弱化证据链
+- 工具操作导致不可逆变更（文件、系统、账户）
+
+### 6.2 控制措施（建议默认启用）
+- **输出必须可复核**：来源/引用、数据口径、假设列表
+- **先计划后执行**：先输出执行计划与检查点，再开始跑
+- **最小权限**：只给必要数据与必要工具
+- **人工复核**：关键结论/对外内容/合规内容必须人工确认
+- **变更可回滚**：涉及文件修改时先备份或生成 diff
+
+---
+
+## 7) “三阶段落地”简化版（从试点到规模化）
+1) **试点**
+- 选低风险流程（研究/内部报告）
+- 建模板 + 验收标准 + 复核流程
+2) **集成**
+- 嵌入团队 SOP（谁发起、谁复核、如何归档）
+- 形成可复用提示与输出格式
+3) **规模化**
+- 权限治理、审计记录、质量指标长期化
+
+---
+
+## 8) 可直接用的任务示例（可复制修改）
+### 示例 A：竞品研究→对比报告
+- 目标：输出 1 份 Markdown 报告（含对比表、结论、建议）
+- 输入：竞品清单 + 关注维度（价格/功能/定位/渠道/优势）
+- 约束：所有结论必须附来源；不确定则标注“待核实”
+- 验收：至少 N 个来源；对比表字段完整；结论可追溯
+
+### 示例 B：数据→图表→解读
+- 目标：生成 3 张图 + 每张图的业务解释 + 结论
+- 输入：CSV/指标口径
+- 约束：不得改变原始数据；必须输出处理步骤
+- 验收：图表可复现；指标口径一致；结论与图对应
+
+---
+
+## 9) 你可以继续问我的方向（聚焦使用）
+- 给我一个“竞品研究”提示模板（含验收标准与复核清单）
+- 我把它接入现有流程（Notion/Obsidian/Git）要怎么设计归档与版本控制？
+- 对“能操作浏览器/命令行”的 agent，最小权限与审计应该怎么做？
+- 如何设计试点 KPI：节省时间、错误率、复核成本、可复用资产沉淀？
diff --git a/AGENTS.md b/AGENTS.md
index d85cc2c..6daae8c 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -7,9 +7,16 @@ This repository is an Obsidian vault organized with the PARA method:
 - `200-area/`: ongoing areas of responsibility
 - `300-resources/`: reference material by topic
 - `400-archive/`: completed/inactive items
-- `Clippings/` and `ReadItLater Inbox/`: saved articles
+- `Clippings/` and `ReadItLater Inbox/`: saved articles and web clippings
+- `copilot/`: AI assistant and automation related content
 
-Top-level date notes (for example `2025-12-29.md`) live at the root. Treat the vault as content, not an app project.
+Top-level files include:
+- Daily notes (e.g., `2024-10-28.md`, `2025-12-29.md`) for journaling and daily planning
+- `AGENTS.md`: guidelines for AI assistants working with this vault
+- `CLAUDE.md`: specific instructions for Claude AI interactions
+- Configuration folders: `.obsidian/` (Obsidian settings), `.smart-env/` (environment configs), `.claude/` (Claude settings)
+
+Treat the vault as content, not an app project.
 
 ## Build, Test, and Development Commands
 There is no build or test system. Use standard shell tools to inspect and edit Markdown files.
@@ -19,7 +26,8 @@ There is no build or test system. Use standard shell tools to inspect and edit M
 - Use Markdown for all notes. Keep headings short and sentence-case.
 - Prefer ASCII characters unless the note already uses non-ASCII.
 - Frontmatter keys should be consistent: `title`, `aliases`, `tags`, `created`, `updated`, `source`.
-- Do not modify `.obsidian/` or `.smart-env/` unless explicitly requested.
+- Do not modify `.obsidian/`, `.smart-env/`, or `.claude/` configuration folders unless explicitly requested.
+- Daily notes follow the format `YYYY-MM-DD.md` and live at the vault root.
 
 ## Content Safety & Refactor Rules
 - Never delete information. If merging or replacing notes, move originals to `400-archive/` and leave a short stub linking to the new note.
@@ -36,3 +44,10 @@ PRs should include:
 - A brief description of what moved/changed and why
 - A list of affected directories (for example `100-project/Personal/`)
 - Any manual checks performed (link search, spot review)
+## AI Assistant Guidelines
+- When working with this vault, respect the PARA organization structure
+- Always check for existing wikilinks before moving or renaming files
+- Use `rg` or similar tools for fast text search across the vault
+- Consider the vault's purpose as a personal knowledge management system
+- Maintain consistency with existing naming patterns and organization
+- Be mindful of the various configuration folders (`.obsidian/`, `.claude/`, `.smart-env/`) and avoid modifying them unless requested
\ No newline at end of file