openclaw-persistent-memory
持久记忆系统——自动上下文捕获和语义搜索
安装 / 下载方式
TotalClaw CLI推荐
totalclaw install totalclaw:totalclaw~webdevtodayjason-memo-persistent-memorycURL直接下载,无需登录
curl -fsSL https://skills.taituai.com/api/skills/totalclaw%3Atotalclaw~webdevtodayjason-memo-persistent-memory/file -o webdevtodayjason-memo-persistent-memory.mdGit 仓库获取源码
git clone https://github.com/webdevtodayjason/openclaw_memory# OpenClaw Persistent Memory
Persistent memory system that automatically captures context across sessions using SQLite + FTS5.
## Features
- 🧠 **Auto-capture** - Important observations saved automatically after each response
- 🔍 **Auto-recall** - Relevant memories injected before each prompt
- 💾 **SQLite + FTS5** - Fast full-text search across all memories
- 🛠️ **Tools** - `memory_search`, `memory_get`, `memory_store`, `memory_delete`
- 📊 **Progressive disclosure** - Token-efficient retrieval
## Setup
1. **Install the npm package:**
```bash
npm install -g openclaw-persistent-memory
```
2. **Start the worker service:**
```bash
openclaw-persistent-memory start
```
3. **Install the OpenClaw extension:**
```bash
# Copy extension to OpenClaw extensions directory
cp -r node_modules/openclaw-persistent-memory/extension ~/.openclaw/extensions/openclaw-mem
cd ~/.openclaw/extensions/openclaw-mem && npm install
```
4. **Configure OpenClaw** (in `~/.openclaw/openclaw.json`):
```json
{
"plugins": {
"slots": {
"memory": "openclaw-mem"
},
"allow": ["openclaw-mem"],
"entries": {
"openclaw-mem": {
"enabled": true,
"config": {
"workerUrl": "http://127.0.0.1:37778",
"autoCapture": true,
"autoRecall": true
}
}
}
}
}
```
5. **Restart OpenClaw gateway**
## Tools Provided
| Tool | Description |
|------|-------------|
| `memory_search` | Search memories with natural language |
| `memory_get` | Get a specific memory by ID |
| `memory_store` | Save important information |
| `memory_delete` | Delete a memory by ID |
## API Endpoints
Worker runs on `http://127.0.0.1:37778`:
| Endpoint | Method | Description |
|----------|--------|-------------|
| `/api/health` | GET | Health check |
| `/api/stats` | GET | Database statistics |
| `/api/search` | POST | Full-text search |
| `/api/observations` | GET | List recent observations |
| `/api/observations/:id` | GET | Get observation |
| `/api/observations/:id` | DELETE | Delete observation |
| `/api/observations/:id` | PATCH | Update observation |
## Troubleshooting
### Worker not running
```bash
curl http://127.0.0.1:37778/api/health
# If fails, restart:
openclaw-persistent-memory start
```
### Auto-recall not working
- Check OpenClaw logs: `tail ~/.openclaw/logs/*.log | grep openclaw-mem`
- Verify `plugins.slots.memory` is set to `"openclaw-mem"`
- Restart gateway after config changes
---
## 中文说明
# OpenClaw Persistent Memory
持久记忆系统,使用 SQLite + FTS5 自动跨会话捕获上下文。
## 功能
- 🧠 **自动捕获** - 每次响应后自动保存重要观察
- 🔍 **自动回忆** - 在每次提示前注入相关记忆
- 💾 **SQLite + FTS5** - 在所有记忆中进行快速全文搜索
- 🛠️ **工具** - `memory_search`、`memory_get`、`memory_store`、`memory_delete`
- 📊 **渐进式披露** - 节省 token 的检索
## 设置
1. **安装 npm 包:**
```bash
npm install -g openclaw-persistent-memory
```
2. **启动 worker 服务:**
```bash
openclaw-persistent-memory start
```
3. **安装 OpenClaw 扩展:**
```bash
# Copy extension to OpenClaw extensions directory
cp -r node_modules/openclaw-persistent-memory/extension ~/.openclaw/extensions/openclaw-mem
cd ~/.openclaw/extensions/openclaw-mem && npm install
```
4. **配置 OpenClaw**(在 `~/.openclaw/openclaw.json` 中):
```json
{
"plugins": {
"slots": {
"memory": "openclaw-mem"
},
"allow": ["openclaw-mem"],
"entries": {
"openclaw-mem": {
"enabled": true,
"config": {
"workerUrl": "http://127.0.0.1:37778",
"autoCapture": true,
"autoRecall": true
}
}
}
}
}
```
5. **重启 OpenClaw 网关**
## 提供的工具
| 工具 | 说明 |
|------|-------------|
| `memory_search` | 用自然语言搜索记忆 |
| `memory_get` | 按 ID 获取特定记忆 |
| `memory_store` | 保存重要信息 |
| `memory_delete` | 按 ID 删除记忆 |
## API 端点
Worker 运行在 `http://127.0.0.1:37778`:
| 端点 | 方法 | 说明 |
|----------|--------|-------------|
| `/api/health` | GET | 健康检查 |
| `/api/stats` | GET | 数据库统计 |
| `/api/search` | POST | 全文搜索 |
| `/api/observations` | GET | 列出最近的观察 |
| `/api/observations/:id` | GET | 获取观察 |
| `/api/observations/:id` | DELETE | 删除观察 |
| `/api/observations/:id` | PATCH | 更新观察 |
## 故障排查
### Worker 未运行
```bash
curl http://127.0.0.1:37778/api/health
# If fails, restart:
openclaw-persistent-memory start
```
### 自动回忆不工作
- 检查 OpenClaw 日志:`tail ~/.openclaw/logs/*.log | grep openclaw-mem`
- 验证 `plugins.slots.memory` 已设置为 `"openclaw-mem"`
- 配置更改后重启网关