- name
- auto-memory-evolution
- description
- Automatically summarize daily discussions and update memory files. This skill should be used when users want to automatically organize conversation notes into memory files.
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
- Copy skill to
~/.openclaw/skills/auto-memory-evolution/
- 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.pyFile 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
- 将 Skill 复制到
~/.openclaw/skills/auto-memory-evolution/
- 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"
}