Memory Enhancer Pro
Memory Enhancer Pro - 专业版记忆增强工具,让 AI 记住所有重要信息。 支持语义搜索、自动提炼、智能分类、Token 优化、定时任务。 优化 token 消耗 30-60%,自动压缩旧记忆。功能超越基础版。 关键词:memory, enhancer, pro, search, ai, tok...
williamwg2025
@williamwg2025
What This Skill Does
A memory management tool for AI agents that provides semantic search, automatic summarization, intelligent classification, token optimization (30-60% reduction), and scheduled cleanup of old memories. It reads and writes local memory files to help AI retain important information across sessions.
Replaces manual memory management and context window overflow by automatically compressing, categorizing, and cleaning up AI memories with semantic search capabilities.
When to Use It
- Search past conversations for specific details like configuration settings or user preferences
- Automatically summarize and save key points from a long AI session into a structured memory file
- Classify and tag memory entries by type (preferences, decisions, todos, projects) for easier retrieval
- Run token optimization analysis to reduce memory size by 30-60% without losing critical information
- Schedule periodic cleanup of expired or irrelevant memory files to keep the workspace lean
- Retrieve related memory fragments when starting a new task that references past work
Install
$ openclaw skills install @williamwg2025/openclaw-memory-enhancer-proMemory Enhancer - 记忆增强助手
强大的记忆管理工具,让 AI 记住所有重要信息。
✨ 功能特性
- 🔍 语义搜索 - 搜索所有记忆文件,找到相关内容
- 📌 自动提炼 - 自动提炼对话要点,保存到 MEMORY.md
- 🏷️ 智能分类 - 自动分类(偏好/决策/待办/项目)
- 🔗 关联推荐 - 推荐相关的记忆片段
- 🧹 过期清理 - 自动清理过期记忆
- 📊 使用统计 - 记忆文件统计、搜索历史
🚀 安装
cd ~/.openclaw/workspace/skills
# 技能已安装在:~/.openclaw/workspace/skills/memory-enhancer
chmod +x memory-enhancer/scripts/*.py
📖 使用
语义搜索
python3 memory-enhancer/scripts/search.py "上次提到的飞书配置"
自动提炼
python3 memory-enhancer/scripts/summarize.py --session today
记忆分类
python3 memory-enhancer/scripts/classify.py --auto
🛠️ 脚本说明
| 脚本 | 功能 | 写入文件 |
|---|---|---|
search.py | 语义搜索 | ❌ 否 |
summarize.py | 自动提炼 | ❌ 否 |
classify.py | 智能分类 | ❌ 否 |
token-optimizer.py | Token 优化分析 | ✅ config/, logs/ |
scheduled-optimizer.py | 定时任务 | ✅ config/, logs/ |
cleanup.py | 过期清理 | ✅ 删除旧文件 |
📄 许可证
MIT-0
作者: @williamwg2025
版本: 1.0.0
🔒 安全说明
文件写入 ⚠️
本技能会写入文件:
- 配置文件:
~/.openclaw/workspace/skills/memory-enhancer/config/token-stats.json- Token 使用统计token-optimizer-schedule.json- 定时任务配置
- 日志文件:
~/.openclaw/workspace/skills/memory-enhancer/logs/optimizer-schedule.log- 定时任务执行日志
- 记忆文件:
~/.openclaw/workspace/memory/- 每日记忆文件(由其他技能创建,本技能可能清理)
只读操作:
- 读取
~/.openclaw/workspace/MEMORY.md - 读取
~/.openclaw/workspace/SESSION-STATE.md - 读取会话历史(不修改)
网络访问
- 不联网: 所有操作在本地执行
- 无外部依赖: 不克隆外部仓库
定时任务 ⚠️
如启用定时任务:
- 需要手动添加 cron 条目到系统 crontab
- 或使用 OpenClaw 内置 cron(推荐)
- 定时任务会定期执行写入操作
建议:
- 先手动运行测试(
--analyze) - 确认输出符合预期
- 再启用定时任务
数据安全
- 本地存储: 所有数据保存在本地
- 不上传: 不发送数据到外部服务器
- 建议备份: 启用定时任务前备份
~/.openclaw/
作者: @williamwg2025
版本: 1.0.1
许可证: MIT-0
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