Auto Memory Evolution

Auto Memory Evolution

Automatically summarize daily discussions and archive to memory files.

When to Use

Use this skill when:

• User wants automatic daily discussion summary
• User needs memory files automatically updated
• User wants idle-triggered memory save

How It Works

1. Daily Evolution Script

Run daily-evolution.py to:

• Read memory files from ~/.openclaw/workspace/memory/
• Extract discussion topics from markdown files
• Write summaries to ~/.openclaw/workspace/MEMORY.md

2. Heartbeat Check Script

Run heartbeat-check.py to:

• Check user activity every 30 minutes
• Track last message timestamp
• Trigger auto-save after 45 minutes of idle

Installation

1. Copy skill to ~/.openclaw/skills/auto-memory-evolution/

2. Set up cron jobs:

# Daily evolution at 22:00
0 22 * * * python3 ~/.openclaw/skills/auto-memory-evolution/scripts/daily-evolution.py

# Heartbeat every 30 minutes
*/30 * * * * python3 ~/.openclaw/skills/auto-memory-evolution/scripts/heartbeat-check.py

File Structure

auto-memory-evolution/
├── SKILL.md
├── scripts/
│   ├── daily-evolution.py
│   └── heartbeat-check.py
└── config.json (optional)

Dependencies

• Python 3.7+
• OpenClaw CLI (for session history)

Configuration

Edit config.json to customize:

{
  "idle_threshold_minutes": 45,
  "memory_dir": "~/.openclaw/workspace/memory",
  "longterm_memory": "~/.openclaw/workspace/MEMORY.md"
}

自动记忆进化

自动归纳每天讨论内容并归档到记忆文件。

何时使用

使用此 Skill 当用户希望：

• 自动每日总结讨论内容
• 自动更新记忆文件
• 空闲时自动保存记忆

工作原理

1. 每日进化脚本

运行 daily-evolution.py 以：

• 读取 ~/.openclaw/workspace/memory/ 下的记忆文件
• 从 markdown 文件中提取讨论话题
• 将摘要写入 ~/.openclaw/workspace/MEMORY.md

2. 心跳检查脚本

运行 heartbeat-check.py 以：

• 每30分钟检查用户活动
• 记录最后消息时间戳
• 空闲45分钟后触发自动保存

安装

1. 将 Skill 复制到 ~/.openclaw/skills/auto-memory-evolution/

2. 设置定时任务：

# 每日22:00进化
0 22 * * * python3 ~/.openclaw/skills/auto-memory-evolution/scripts/daily-evolution.py

# 心跳每30分钟
*/30 * * * * python3 ~/.openclaw/skills/auto-memory-evolution/scripts/heartbeat-check.py

文件结构

auto-memory-evolution/
├── SKILL.md
├── scripts/
│   ├── daily-evolution.py
│   └── heartbeat-check.py
└── config.json (可选)

依赖

• Python 3.7+
• OpenClaw CLI（用于获取会话历史）

配置

编辑 config.json 自定义：

{
  "idle_threshold_minutes": 45,
  "memory_dir": "~/.openclaw/workspace/memory",
  "longterm_memory": "~/.openclaw/workspace/MEMORY.md"
}