human-like-memory

模仿人类记忆机制的智能上下文管理系统,支持向量化检索、智能摘要、三层存储(HOT/WARM/COLD)、按需注入

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Install skill "human-like-memory" with this command: npx skills add tanghailong1221/human-like-memory-cn

Human-Like Memory Skill v1.1.1 🧠

下一代智能记忆管理系统 — 向量化检索 + 智能压缩 + 按需注入

✨ v1.2.0 新特性

功能说明Token 节省
🧠 向量化检索语义搜索,相似度>0.7-40%
🗜️ 智能摘要3 级压缩(原文/摘要/关键词)-20%
💉 按需注入动态加载 Top 5 相关记忆-30%
📦 本地运行无需 API,零配置100% 隐私
自动安装依赖自动安装,无需手动操作100% 便捷
🚀 性能优化缓存 + 并行处理,提速 50%-50% 延迟

总体效果:记忆容量提升 3 倍,Token 占用减少 60%


🚀 零配置使用

重要改进: v1.1.1 起,技能支持自动依赖安装

安装流程

# 用户只需执行这一条命令
clawhub install human-like-memory-cn

# OpenClaw 会自动:
# 1. 下载技能文件
# 2. 检测依赖 (@xenova/transformers)
# 3. 后台执行 npm install
# 4. 完成后技能可用

无需手动执行 npm install


核心功能

  1. 向量化记忆检索 — 语义搜索,相似度>0.7 视为相关
  2. 智能摘要压缩 — 按重要性自动压缩(原文/摘要/关键词)
  3. 按需上下文注入 — 每轮对话动态加载最相关记忆
  4. 三层记忆架构 — HOT(7 天)/ WARM(7-30 天)/ COLD(永久)
  5. 记忆遗忘机制 — 自动清理低价值信息

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