Lovefromio Openclaw Persistent Memory

这是基于SQLite+FTS5的持久化内存系统，核心功能包括自动捕获/回忆跨会话上下文、快速语义搜索，还提供memory_search等4个内存管理工具。典型场景为AI交互时保留重要信息，避免重复输入。输入可为自然语言查询或工具指令，输出匹配记忆或操作结果，也可通过API接口调用，适合需要跨会话记忆能力的AI应用场景。

lovefromio

热度 41.67

最近更新 2026-05-11 17:46:05

分类：知识依赖：MCP 服务 / 第三方 API / 读写文件应用场景：笔记整理 / 研究

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add lovefromio-openclaw-persistent-memory

Metadata

name: openclaw-persistent-memory
version: 0.1.0
description: Persistent memory system - automatic context capture and semantic search
author: Jason Brashear / Titanium Computing
repository: https://github.com/webdevtodayjason/openclaw_memory
metadata: {"openclaw":{"requires":{"bins":["openclaw-persistent-memory"]},"install":[{"id":"node","kind":"node","package":"openclaw-persistent-memory","bins":["openclaw-persistent-memory"],"label":"Install OpenClaw Persistent Memory (npm)"}]}}

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

Install the npm package:

npm install -g openclaw-persistent-memory

Start the worker service:
```
openclaw-persistent-memory start
```

Install the OpenClaw extension:

# 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

Configure OpenClaw (in ~/.openclaw/openclaw.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
        }
      }
    }
  }
}

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

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