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MemOS Dreaming
作者
rongtianhua
· GitHub ↗
· v1.0.0
· MIT-0
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
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install memos-dreaming - 安装完成后,直接呼叫该 Skill 的名称或使用
/memos-dreaming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
Initial release: dual-source autonomous memory consolidation with Dreaming-style 6-dimension scoring, daily distillation + weekly audit cron
元数据
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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