TopRank Skills
Home / Claw Skills / Others / three-tier-memory
Official OpenClaw rules 15%

three-tier-memory

三级记忆管理系统 (Three-Tier Memory)。短期记忆滑动窗口 + 中期记忆自动摘要(LLM) + 长期记忆向量检索(RAG)。当需要管理对话历史、自动摘要、语义检索、构建个人知识库时使用此 Skill。

View Source SKILL.md

Stars

0

Installs

0

Status

ACTIVE

Visibility

PUBLIC

安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 three-tier-memory 技能。 若已安装，则直接安装 three-tier-memory 技能。

Overview

Skill Key
forvendettaw/three-tier-memory
Author
forvendettaw
Source Repo
openclaw/skills
Version
-
Source Path
skills/forvendettaw/three-tier-memory
Latest Commit SHA
972264246a203c4f3a54d8b50e3dfb52efa1827e

Extracted Content

SKILL.md excerpt

# Three-Tier Memory Manager

AI 代理的三级记忆管理系统：短期、中期、长期记忆自动管理。

## 架构

| 层级 | 存储 | 触发 | 容量 |
|------|------|------|------|
| 短期 | sliding-window.json | 实时/FIFO | 10条 |
| 中期 | summaries/ | Token阈值/摘要 | 无限 |
| 长期 | vector-store/ | 语义检索 | 无限 |

## 快速开始

```bash
# 初始化
python3 scripts/memory_manager.py init

# 添加记忆
python3 scripts/memory_manager.py add --type short --content "用户喜欢黑色"
python3 scripts/memory_manager.py add --type long --content "用户的邮箱是 lei@example.com"

# 搜索
python3 scripts/memory_manager.py search "用户的偏好"

# 手动摘要
python3 scripts/memory_manager.py summary

# 查看状态
python3 scripts/memory_manager.py status
```

## Hook 集成 (Auto)

已集成 OpenClaw Hook，会话结束自动保存记忆：

```bash
# Hook 已启用
openclaw hooks enable memory-manager-hook
```

事件：
- `session:end` → 自动保存对话
- 窗口满 → 自动触发摘要

## 依赖

```bash
# 向量检索 (可选)
pip install chromadb
```

## 配置

`memory/config.json`:
```json
{
  "memory": {
    "short_term": {"window_size": 10},
    "medium_term": {"summary_threshold": 4000},
    "long_term": {"top_k": 3}
  }
}
```

## 完整命令

See [references.md](references/references.md)

Related Claw Skills

capt-marbles

Task Router Skill

★ 0

Task Router

capncoconut

x402hub

★ 0

Register, communicate, and earn on the x402hub AI agent marketplace. Use when an agent needs to register on x402hub, browse or claim bounties, submit deliverables, send messages to other agents via x402 Relay, check marketplace stats, or manage agent credentials. Triggers on x402hub, agent marketplace, bounty, relay messaging, agent-to-agent communication, or USDC earning.

capevace

claw

★ 0

Real-time event bus for AI agents. Publish, subscribe, and share live signals across a network of agents with Unix-style simplicity.

captchasco

captchas-openclaw

★ 0

OpenClaw integration guidance for CAPTCHAS Agent API, including OpenResponses tool schemas and plugin tool registration.

carol-gutianle

Modelready

★ 0

name: modelready description: Start using a local or Hugging Face model instantly, directly from chat. metadata: {"openclaw":{"requires":{"bins": "bash", "curl" }, "env": "URL" }}

canbirlik

wiz-light-control

★ 0

Controls Wiz smart bulbs (turn on/off, RGB colors, disco mode) via local WiFi.