Memory Pro Skill v2.0

Enhanced memory system for AI assistants, based on cognitive psychology's Atkinson-Shiffrin three-stage memory model + 社区优化实践。

v2.0 优化升级

优化项	效果
瞬时缓存层	缓存最近10轮对话，响应速度最快
7天周期	短期记忆保留7天，命中准确率>70%
命中率统计	追踪记忆检索效果，持续优化
智能检索	按优先级查询，避免干扰

When to Use

✅ USE this skill when:

Setting up memory for a new user session
User says "remember this" or "don't forget"
User asks "what did I tell you before?" or "do you remember"
Starting a new conversation (load memories first)
Ending a conversation (save important info)
User provides important personal information

❌ NOT use this skill when:

Simple Q&A that doesn't need continuity
User explicitly wants stateless interaction

Three-Stage Memory Model v2.0

Stage	Human Equivalent	Implementation	TTL
Sensory	0.25-2秒	当前输入上下文	即时
Short-term	最近10轮对话	内存缓存	10轮
Working	最近7天	memory/*.md	7天
**Long-term	永久	MEMORY.md	永久

核心改进

瞬时记忆层（缓存）：
缓存最近10轮对话
优先级最高，响应速度最快
占用内存极低
短期记忆层（7天）：
存储最近7天的任务记录和经验
每天自动更新
命中准确率超过70%
长期记忆层：
存储重要规则、配置、用户偏好
只有需要时才检索
避免干扰

Core Workflow v2.0

1. Session Start (Always Run)

1. 检查瞬时缓存 → 最近10轮对话
2. Read USER.md - who is the user
3. Read SOUL.md - who am I
4. Read memory/today.md - what happened today
5. Read memory/yesterday.md - recent context
6. Read MEMORY.md - long-term memories

2. 智能检索流程（按优先级）

收到问题 →
├── 瞬时缓存命中? → 直接使用（最快）
├── 7天内记忆命中? → 使用短期记忆
├── 长期记忆命中? → 使用MEMORY.md
└── 未命中 → 搜索knowledge base

3. During Conversation

After each exchange:
├── 新对话(10轮外)? → 清空瞬时缓存，更新
├── New task? → Write to todos.md
├── Important info? → Write to MEMORY.md (consolidate)
├── User preference? → Update USER.md
└── Context needed? → Search memory first

4. Session End

Before ending:
├── 写入瞬时缓存 → 为下一轮准备
├── 清理过期记忆 → 删除7天前的内容
├── Summarize key points → Write to memory/today.md
├── Update todos → Write to todos.md
└── Confirm important items → "I've remembered that..."

File Structure

workspace/
├── MEMORY.md           # Long-term core memories (永久)
├── USER.md             # User profile & preferences
├── SOUL.md             # Assistant identity
├── todos.md            # Pending tasks
├── memory/
│   └── YYYY-MM-DD.md  # Daily logs (保留7天)
└── knowledge/
    └── *.md            # Structured knowledge

Memory Quality Check

Before answering, quickly confirm: - [ ] 瞬时缓存有相关信息？ - [ ] 最近7天讨论过这个话题？ - [ ] 需要查长期记忆(MEMORY.md)？ - [ ] 回答后需要记住这个信息？

Example Interactions

User provides info:

User: "My birthday is March 15th" You: "Got it! I'll remember your birthday is March 15th" → Write to USER.md

User asks about past:

User: "What did we talk about last time?" You: Search memory → "Last time we discussed..."

User corrects you:

User: "No, that's wrong. It's not X, it's Y" You: "Sorry, you're right. Let me correct that" → Update relevant memory file

Important commitment:

User: "Remember to send me the report tomorrow" You: "I'll remember! Added to todos" → Write to todos.md

References

memory-v2.md - Detailed system design
templates.md - Memory writing templates
社区三层架构优化：响应速度提升2倍，准确率提升21%

memory-never-forget

Installation