← 返回 Skills 市场

dream-memory

Name: dream-memory
Author: shoukuan

作者 Shoukuan · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

153

总下载

当前安装

版本数

在 OpenClaw 中安装

/install dream-memory

功能描述

完整的工作区记忆管理系统。四层架构：文件存储 + OpenViking 向量引擎 + Ollama bge-m3 + Agent 规则。 Use when: 用户询问记忆系统如何工作、如何安装记忆系统到新 Agent、记忆文件结构、向量检索原理、 Session Flush 机制、长期记忆晋升规则、OpenVik...

使用说明 (SKILL.md)

Dream Memory — Agent 记忆管理系统

架构总览四层

第 1 层: Agent 规则 (AGENTS.md) — 何时写、写哪、怎么写
第 2 层: 文件存储 (Markdown)   — MEMORY.md + memory/ + WEEKLY-PROGRESS.md
第 3 层: 向量检索 (OpenViking)  — memory/ 目录的向量化索引
第 4 层: 会话生命周期           — sessions.json 追踪 + Session Start Check

文件结构（工作区根目录）

workspace/
├── AGENTS.md             # 操作规则（记忆写入逻辑在此）
├── MEMORY.md             # 长期记忆索引（\x3C 200 行, \x3C 25KB）
├── SOUL.md               # Agent 人格
├── USER.md               # 用户画像
├── WEEKLY-PROGRESS.md    # 本周进度表
├── memory/
│   ├── YYYY-MM-DD.md     # 每日日志（Append only）
│   ├── topics/           # 专题详情
│   ├── archive/          # 压缩归档
│   └── .data/            # OpenViking 数据
└── .consolidate-lock     # 蒸馏检查锁

实时记录规则

何时写： 用户纠正/偏好/目标/"记住"/报告完成/外部指针 格式： - HH:MM 类型：内容 规则： Append only，不修改历史行，跨日自动切换文件

Session End Flush 🔥

触发：用户说"下班/再见"、>30 min 未写、心跳 >8h 未写、跨日切换

检查清单：重要决定 / 新知识 / 错误 / 待办 / MEMORY.md 超 4KB

输出格式：## [日期] - 主题 (标签) 每条 1-2 行

Session Start Check 🔍

每次新会话启动时：

读取 ~/.openclaw/agents/{agent-id}/sessions/sessions.json
找上一个用户会话的 endedAt
对比当天日志最后修改时间
日志时间 \x3C endedAt → ❌ 补写

补写格式：`## [日期 HH:MM 补写] — 标题\

修复了什么\
补写原因`

详细配置（OpenViking + bge-m3 参数）→ 见 references/ollama-setup.md 详细 Ollama 安装指南 → 见 references/ollama-setup.md 自检脚本 → scripts/memory-check.sh

安全使用建议

This skill appears coherent with its stated purpose (managing workspace memories using a local vector DB and local LLM). Before installing or running: (1) review the Ollama install script at https://ollama.com/install.sh yourself instead of piping blindly to sh; (2) be aware the skill and its self-check read ~/.openclaw/openclaw.json and agent sessions files—inspect those files for sensitive info you don't want read; (3) running ollama pull bge-m3 may download large model data and start a local service; (4) if you enable autonomous invocation, expect the skill to read and update local memory files/sessions as described. If you want higher assurance, request a signed/reviewed installer or run steps manually under an isolated account or container.

功能分析

Type: OpenClaw Skill Name: dream-memory Version: 1.0.0 The "dream-memory" skill bundle provides a comprehensive memory management system that utilizes shell scripts and accesses sensitive local files. Specifically, `scripts/memory-check.sh` reads the OpenClaw configuration file (`~/.openclaw/openclaw.json`), which often contains sensitive API keys, and `SKILL.md` instructs the agent to read session history files. While these actions are plausibly necessary for the stated purpose of system diagnostics and memory tracking, the combination of shell execution, local network interaction (via curl to 127.0.0.1), and access to sensitive configuration paths constitutes a high-risk capability set.

能力评估

✓ Purpose & Capability

The skill describes a memory stack (files + vector DB + local LLM + agent rules) and its instructions and scripts only touch local workspace files, an OpenViking vector service, and a local Ollama model—these map to the stated purpose.

✓ Instruction Scope

SKILL.md and the self-check script explicitly read workspace files (MEMORY.md, AGENTS.md, etc.) and OpenClaw session/config files (~/.openclaw/...), which are relevant for session flush/check behavior. No instructions appear to collect or transmit data to external endpoints beyond local services.

ℹ Install Mechanism

There is no formal install spec, but references/ollama-setup.md recommends running `curl -fsSL https://ollama.com/install.sh | sh` and using `ollama pull bge-m3`. Download-and-execute via curl|sh is common for installers but is higher-risk than package installs; the URL is the official domain (ollama.com), which mitigates but does not eliminate risk.

✓ Credentials

The skill declares no required env vars or secrets. The script optionally reads OPENCLAW_CONFIG or defaults to ~/.openclaw/openclaw.json—this is proportional to verifying memorySearch settings and session tracking.

✓ Persistence & Privilege

The skill is not always-enabled and does not request special platform privileges. It can be invoked autonomously (normal default); combined with local-file access this is expected for a memory-management skill but users should be aware it may read agent session/config files when run.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install dream-memory
安装完成后，直接呼叫该 Skill 的名称或使用 /dream-memory 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

name: dream-memory description: > 完整的工作区记忆管理系统。四层架构：文件存储 + OpenViking 向量引擎 + Ollama bge-m3 + Agent 规则。 Use when: 用户询问记忆系统如何工作、如何安装记忆系统到新 Agent、记忆文件结构、向量检索原理、 Session Flush 机制、长期记忆晋升规则、OpenViking 配置、bge-m3 参数调优、跨会话记忆丢失排查。也适用于为新 OpenClaw 实例部署完整记忆管理方案。

元数据

Slug dream-memory

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题

dream-memory 是什么？

完整的工作区记忆管理系统。四层架构：文件存储 + OpenViking 向量引擎 + Ollama bge-m3 + Agent 规则。 Use when: 用户询问记忆系统如何工作、如何安装记忆系统到新 Agent、记忆文件结构、向量检索原理、 Session Flush 机制、长期记忆晋升规则、OpenVik... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 153 次。

如何安装 dream-memory？

在 OpenClaw 或 Claude Code 对话框中运行命令「/install dream-memory」即可一键安装，无需额外配置。

dream-memory 是免费的吗？

是的，dream-memory 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

dream-memory 支持哪些平台？

dream-memory 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。

谁开发了 dream-memory？

由 Shoukuan（@shoukuan）开发并维护，当前版本 v1.0.0。