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MemOS Dreaming

作者 rongtianhua · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
64
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install memos-dreaming
功能描述
Automatically consolidates daily memories by scoring and filtering entries from MemOS SQLite and daily logs, writing top insights to MEMORY.md each morning.
安全使用建议
What to consider before installing/running this skill: - Back up your data first: make manual backups of ~/.openclaw/workspace/MEMORY.md and ~/.openclaw/memos-local/memos.db before running this skill or audit with --apply. The scripts will write to MEMORY.md and the audit's --apply mode can remove/modify entries. - Run dry-run first: use the default (no --apply) to produce DREAMS.md and AUDIT.md, then manually inspect those files before allowing changes. - Review the shipped code: the package has no published homepage or known owner. I found multiple code-quality issues in the audit script (e.g., typos such as a stray space before strftime and an incomplete statement toward the end of the file) that will likely cause runtime errors; fix or review the code before using --apply. - No network exfiltration seen: the scripts operate locally (SQLite and markdown files) and contain no obvious HTTP/network calls or credential exfiltration. Still, because the source/owner is unknown, review the full scripts for any later modifications before trusting them. - Prefer local execution under controlled conditions: run the scripts as your user (not root), inspect outputs, and optionally run in a sandbox or VM if you want extra isolation. If you want, I can: - point out specific lines to fix in the audit script so it runs cleanly, or - produce a short checklist of the exact backup commands to run before first execution.
功能分析
Type: OpenClaw Skill Name: memos-dreaming Version: 1.0.0 The memos-dreaming skill bundle is a legitimate utility for consolidating and auditing an agent's local memory. It processes data from a local SQLite database (~/.openclaw/memos-local/memos.db) and markdown logs in the workspace to generate a long-term MEMORY.md file. The scripts (memos_dreaming.py and memos_dreaming_audit.py) use standard libraries, contain no network activity or obfuscation, and follow the logic described in the documentation. No evidence of malicious intent or prompt injection was found.
能力评估
Purpose & Capability
Name/description claim to consolidate MemOS SQLite + daily logs and write to MEMORY.md; the included Python scripts read ~/.openclaw/memos-local/memos.db and ~/.openclaw/workspace memory files and write DREAMS.md / MEMORY.md / AUDIT.md / promoted.jsonl under ~/.openclaw/workspace — these file and path accesses are proportionate to the stated purpose and no unrelated services/credentials are requested.
Instruction Scope
SKILL.md instructs running the two Python scripts (dry-run vs --apply) and describes cron scheduling. The runtime instructions and code match: they scan the SQLite DB and recent memory markdown files and generate drafts/audits. However the scripts include an '--apply' mode (and audit --apply) that will modify MEMORY.md and perform automatic cleanups; this is expected given the description but is potentially destructive if used without review.
Install Mechanism
No install spec (instruction-only) — lowest install risk. The skill provides Python scripts that will be executed directly; there are no downloads from external URLs or package installs. Users should ensure they run these local scripts with a trusted Python interpreter.
Credentials
The skill requests no environment variables, no external credentials, and only operates on local files within the user's home (~/.openclaw). That access is appropriate for a local memory-consolidation tool.
Persistence & Privilege
The skill is not marked 'always:true' and does not attempt to modify other skills' configuration. It suggests cron scheduling but does not appear to auto-register itself; autonomous invocation remains platform-default. It will create/modify files under its own workspace area (DREAMS.md, MEMORY.md, .memos-dreaming), which is within its scope.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install memos-dreaming
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /memos-dreaming 触发
  4. 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
Initial release: dual-source autonomous memory consolidation with Dreaming-style 6-dimension scoring, daily distillation + weekly audit cron
元数据
Slug memos-dreaming
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

MemOS Dreaming 是什么?

Automatically consolidates daily memories by scoring and filtering entries from MemOS SQLite and daily logs, writing top insights to MEMORY.md each morning. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 64 次。

如何安装 MemOS Dreaming?

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

MemOS Dreaming 是免费的吗?

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

MemOS Dreaming 支持哪些平台?

MemOS Dreaming 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 MemOS Dreaming?

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

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