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:

bash

# 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#

text

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:

json

{
  "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：

bash

# 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#

text

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：

json

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