Smart Workspace Organizer 📁 / 智能项目文件组织助手
Lightweight project file management skill. / 轻量化的项目文件管理技能。
First-Time Setup / 首次安装（自动初始化）
EN: On first load, auto-scan existing folders and generate PROJECT-HISTORY.md! CN: 首次加载此技能时，自动扫描 workspace 现有文件夹，生成 PROJECT-HISTORY.md！
Auto-Scan Logic / 自动扫描逻辑
EN:
Scan workspace/ root directory
↓
Find ./articles/, ./data-science/, etc.
↓
Filter system folders: .git, .openclaw, memory, skills, .learnings
↓
Create PROJECT-HISTORY.md entry for each real project folder
↓
Continue to normal workflow
CN:
扫描 workspace/ 根目录
↓
发现 ./articles/、./data-science/ 等文件夹
↓
过滤系统文件夹：.git、.openclaw、memory、skills、.learnings 等
↓
为每个真实项目文件夹创建 PROJECT-HISTORY.md 条目
↓
继续执行主流程
IF ./PROJECT-HISTORY.md does not exist:
1. Scan all folders in workspace root directory
2. Filter out system folders (.git, .openclaw, memory, skills, .learnings, etc.)
3. For each real project folder, create an entry in PROJECT-HISTORY.md
4. Set created = today, last_used = today
5. Continue to Step 2
ELSE:
Skip initialization, continue to Step 2
Core Features / 核心功能
| # | English | 中文 |
|---|---|---|
| 1 | Project History Search - Match keywords in PROJECT-HISTORY.md | 项目历史搜索 - 在 PROJECT-HISTORY.md 中匹配关键词 |
| 2 | Smart Folder Direct Use - Directly use matched folder, auto update last_used | 智能文件夹推荐 - 直接使用匹配到的文件夹，自动更新 last_used |
| 3 | New Project Creation - Create new folders and record automatically | 新项目创建 - 自动创建新项目文件夹并记录 |
| 4 | History Updates - Keep project history current | 历史记录更新 - 保持项目历史最新 |
Project History File / 项目历史文件
Location / 位置: workspace/PROJECT-HISTORY.md
Format / 格式
# Project History / 项目历史
## project-key
- name: Project Name / 项目名称
- path: ./project-folder/
- desc: Project description / 项目描述
- created: YYYY-MM-DD
- last_used: YYYY-MM-DD
Format Fields / 格式字段
| Field / 字段 | Description / 说明 | Example / 示例 |
|---|---|---|
## key | Unique project identifier (level-2 heading) / 项目唯一标识 | football |
name | Project name / 项目名称 | 足球预测 |
path | Path relative to workspace / 相对于workspace的路径 | ./data_analyzer/ |
desc | Project description (for keyword matching) / 项目描述 | 足球数据分析 |
created | Creation date / 创建时间 | 2026-03-01 |
last_used | Last used date / 最后使用时间 | 2026-04-18 |
Path Resolution / 路径解析
EN:
Current workspace: ~/.openclaw/workspace-[agentname]/
Project history: ~/.openclaw/workspace-[agentname]/PROJECT-HISTORY.md
New project folder: ~/.openclaw/workspace-[agentname]/[projectname]/
CN:
当前 workspace: ~/.openclaw/workspace-[agentname]/
项目历史文件: ~/.openclaw/workspace-[agentname]/PROJECT-HISTORY.md
新项目文件夹: ~/.openclaw/workspace-[agentname]/[projectname]/
Chinese Keyword Mapping / 中文关键词映射
| Chinese / 中文 | Matches / 匹配key |
|---|---|
| 足球 / football | football |
| 电池 / battery | battery |
| 射击 / shooting | shooting |
| 预测 / prediction | football |
| 验证 / verification | verify |
Execution Flow / 执行流程（全自动）
Step 1: Initialize (First Time Only) / 初始化（仅首次）
EN:
IF ./PROJECT-HISTORY.md does not exist:
1. Scan workspace root directory for all folders
2. Filter system folders (.git, .openclaw, memory, skills, .learnings, etc.)
3. Create initial entries for each real project
4. Continue to Step 2
ELSE:
Skip, continue to Step 2
CN:
如果 ./PROJECT-HISTORY.md 不存在：
1. 扫描 workspace 根目录所有文件夹
2. 过滤系统文件夹（.git、.openclaw、memory、skills、.learnings 等）
3. 为每个真实项目创建初始条目
4. 继续 Step 2
否则：
跳过初始化，继续 Step 2
Step 2: Understand Task / 理解任务
EN: Analyze user's task, extract 2-3 keywords, determine project type
CN: 分析用户任务，提取2-3个关键词，判断属于哪类项目
Step 3: Search & Match / 搜索匹配
EN:
Read PROJECT-HISTORY.md
↓
Match rules (priority order):
1. key exact match → Direct use
2. name/desc contains keyword → Direct use
3. Chinese keyword mapping hit → Direct use
4. No match → Auto-create new project
5. Multiple matches → Use first one, notify user
CN:
读取 PROJECT-HISTORY.md
↓
匹配规则（优先级顺序）：
1. key 完全匹配 → 直接使用
2. name/desc 包含关键词 → 直接使用
3. 中文关键词映射命中 → 直接使用
4. 无匹配 → 自动创建新项目
5. 多个匹配 → 使用第一个，并向用户说明
Step 4: Execute & Record / 执行与记录
EN:
【Existing Project】
1. Create ./[project]/ folder (if not exists)
2. Update PROJECT-HISTORY.md: last_used = today
3. Reply: "Task organized to [project] (last_used: today)"
【New Project】
1. Create ./[project-name]/ folder
- If folder exists, auto-add suffix _1, _2, etc.
2. Append new entry to PROJECT-HISTORY.md
3. Reply: "Created new project [project-name], files will be organized here"
CN:
【已有项目】
1. 创建 ./[project]/ 文件夹（如不存在）
2. 更新 PROJECT-HISTORY.md：last_used = 今天日期
3. 回复："已将此任务整理到 [项目名]（last_used: 今天）"
【新项目】
1. 创建 ./[project-name]/ 文件夹
- 如文件夹已存在，自动追加 _1, _2 后缀
2. 在 PROJECT-HISTORY.md 追加新条目
3. 回复："已创建新项目 [项目名]，文件将整理到此目录"
Decision Rules / 决策规则
Project vs One-time Task / 项目 vs 一次性任务
| Type / 类型 | Example / 示例 | Handling / 处理方式 |
|---|---|---|
| Ongoing project / 持续项目 | 足球预测系统 / Football prediction | Create independent folder / 创建独立文件夹 |
| Daily analysis / 日常分析 | 每日预测、周报 / Daily prediction | Put in related project folder / 放入相关项目文件夹 |
| One-time task / 一次性任务 | 临时数据整理 / Temp data整理 | Put in project folder or tmp / 放入项目文件夹或tmp |
Folder Naming / 文件夹命名规范
EN:
- Use concise English/pinyin names
- Avoid Chinese folder names
- Example: myproject/, recommender/, dataprocessor/
CN:
- 使用简洁的英文/拼音名称
- 避免中文文件夹名
- 示例: myproject/, recommender/, dataprocessor/
Example Dialogues / 示例对话
Case 1: Match Found → Direct Use / 匹配成功 → 直接使用
User / 用户: "帮我分析今天足球数据" / "Analyze today's football data"
Agent / 智能体:
EN:
[Scan] ./PROJECT-HISTORY.md (init if not exists)
[Extract keyword] "足球" → football
[Match result] football -> ./data_analyzer/
created: 2026-03-01, last_used: 2026-04-18
"Task organized to data_analyzer/ (last_used: today)"
CN:
[扫描] ./PROJECT-HISTORY.md（如不存在则初始化）
[提取关键词] "足球" → football
[匹配结果] football -> ./data_analyzer/
created: 2026-03-01, last_used: 2026-04-18
"已将此任务整理到 data_analyzer/（last_used: 今天）"
Case 2: No Match → Auto Create / 无匹配 → 自动创建
User / 用户: "我要开发一个新的推荐算法" / "I want to develop a new recommendation algorithm"
Agent / 智能体:
EN:
[Extract keyword] "推荐"
[Match result] No match
1. Create ./recommender/ folder
2. Append new entry to PROJECT-HISTORY.md
3. Reply: "Created new project recommender, files will be organized here"
CN:
[提取关键词] "推荐"
[匹配结果] 无匹配
1. 创建 ./recommender/ 文件夹
2. 在 PROJECT-HISTORY.md 追加新条目
3. 回复："已创建新项目 recommender，文件将整理到此目录"
Case 3: Multiple Matches → Use First / 多个匹配 → 使用第一个
User / 用户: "做一下射击项目的数据分析" / "Do data analysis for the shooting project"
Agent / 智能体:
EN:
[Extract keyword] "射击" → shooting
[Match result] Multiple matches: ./shooting/, ./shooting_v2/
[Decision] Use first one: ./shooting/
"Multiple matches found, using ./shooting/ (last_used: today)"
CN:
[提取关键词] "射击" → shooting
[匹配结果] 多个匹配：./shooting/, ./shooting_v2/
[决策] 使用第一个：./shooting/
"发现多个匹配项目，已使用 ./shooting/（last_used: 今天）"
Test Cases / 测试案例
✅ Test 1: Match Existing / 匹配已有项目
EN:
Input: "分析今天足球数据" / "Analyze today's football data"
Expected: Match football → Use ./data_analyzer/, update last_used
CN:
输入: "分析今天足球数据"
预期: 匹配 football → 使用 ./data_analyzer/，更新 last_used
✅ Test 2: Auto Create New / 自动创建新项目
EN:
Input: "开发一个天气预测系统" / "Develop a weather prediction system"
Expected: No match → Auto-create ./weather-prediction/ folder
CN:
输入: "开发一个天气预测系统"
预期: 无匹配 → 自动创建 ./weather-prediction/ 文件夹
✅ Test 3: First-Time Auto-Scan / 首次自动扫描
EN:
Scenario: Workspace has ./articles/, ./data-science/, memory/, .git/
Expected:
- Filter .git, memory, skills (system folders)
- Create entries for articles, data-science in PROJECT-HISTORY.md
- created = today, last_used = today
CN:
场景: Workspace 有 ./articles/, ./data-science/, memory/, .git/
预期:
- 过滤 .git, memory, skills 等系统文件夹
- 为 articles, data-science 创建 PROJECT-HISTORY.md 条目
- created = 今天日期，last_used = 今天日期
Cross-Agent Compatibility / 跨Agent兼容性
EN:
Agent A workspace:
~/.openclaw/workspace-data_analyzer/
├── PROJECT-HISTORY.md
└── data_analyzer/
Agent B workspace:
~/.openclaw/workspace-mlbots/
├── PROJECT-HISTORY.md
└── baseball_project/
Path ./PROJECT-HISTORY.md automatically resolves to the corresponding workspace.
CN:
Agent A workspace:
~/.openclaw/workspace-data_analyzer/
├── PROJECT-HISTORY.md
└── data_analyzer/
Agent B workspace:
~/.openclaw/workspace-mlbots/
├── PROJECT-HISTORY.md
└── baseball_project/
路径 ./PROJECT-HISTORY.md 自动解析到对应的 workspace。
Permission Notes / 权限说明
| Permission / 权限 | Scope / 范围 |
|---|---|
| Read / 读取 | PROJECT-HISTORY.md in current workspace |
| Write / 写入 | Create new folders, update history in current workspace |
| No access / 不访问 | System files, credentials, other agents' files |
Notes / 注意事项
| # | English | 中文 |
|---|---|---|
| 1 | Be direct: If match found, use it directly and notify user | 直接处理: 如匹配到项目，直接使用并告知用户 |
| 2 | Auto-create: If no match, create new folder without asking | 自动创建: 无匹配时直接创建新文件夹，无需询问 |
| 3 | Update always: Always update last_used when using existing project | 始终更新: 使用已有项目时必须更新 last_used |
| 4 | Record all: Must update PROJECT-HISTORY.md for new projects | 记录新项目: 创建新项目时必须更新 PROJECT-HISTORY.md |
| 5 | Bilingual: Support both Chinese and English keyword matching | 双语兼容: 同时支持中文关键词和英文key直接匹配 |
| 6 | Workspace isolation: Different agents have independent histories | workspace隔离: 不同Agent的项目历史互相独立 |
| 7 | System folders: Skip .git, .openclaw, memory, skills, .learnings, .env, .DS_Store | 系统文件夹: 跳过 .git, .openclaw, memory, skills 等 |
| 8 | Monthly archive: Mark projects with last_used > 3 months as archived | 定期归档: 每月检查，将 last_used > 3个月的项目标记为归档 |