🧠 Elite Longterm Memory

Ultimate AI agent memory system — WAL protocol + vector search + git-notes + cloud backup.

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中文描述

Elite Longterm Memory 是一套面向 AI Agent 的终极长期记忆系统，融合 6 种成熟方案构建出高可靠性架构：

• HOT RAM（会话级）：SESSION-STATE.md，在上下文压缩后仍然存活
• WARM STORE（语义检索）：LanceDB 向量数据库，支持语义搜索
• COLD STORE（永久决策）：Git-Notes 知识图谱
• MEMORY.md：人工可读的长期记忆策展
• SuperMemory API：云端备份（可选）

核心能力： 永不丢失上下文、永不遗忘决策、永不重复犯错。

使用方式

1. 安装依赖：npm install
2. 配置环境变量：OPENAI_API_KEY
3. 安装插件：memory-lancedb
4. 在 AI Agent（Cursor / Claude / ChatGPT / Copilot）中加载此 Skill
5. Agent 将自动在对话中读写记忆，跨会话保持上下文连续性

触发场景

• 需要跨对话保持项目上下文
• 需要语义搜索历史决策
• 需要 WAL 协议保证记忆写入可靠性

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English Description

Elite Longterm Memory is the ultimate memory system for AI agents, combining 6 proven approaches into one bulletproof architecture:

• HOT RAM (session-level): SESSION-STATE.md survives context compaction
• WARM STORE (semantic search): LanceDB vector database
• COLD STORE (permanent decisions): Git-Notes knowledge graph
• MEMORY.md: Curated human-readable long-term memory
• SuperMemory API: Cloud backup (optional)

Core promise: Never lose context. Never forget decisions. Never repeat mistakes.

Usage

1. Install dependencies: npm install
2. Set environment variable: OPENAI_API_KEY
3. Install plugin: memory-lancedb
4. Load this Skill in your AI Agent (Cursor / Claude / ChatGPT / Copilot)
5. The Agent will automatically read/write memory across sessions

Tech Stack

• TypeScript / Node.js
• LanceDB (vector search)
• Git-Notes (knowledge graph)
• WAL protocol (write-ahead logging)

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License

MIT