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Agent Skill · 研究检索

memory-os(内存操作系统)

memory-os 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

memory-os 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 10,159。

总安装 12,999周安装 531GitHub Stars 公开资料未说明下载 4,163核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:memory-os(内存操作系统)
来源仓库:https://github.com/clawdssen/memory-os
安装命令:
openclaw skills install memory-os
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install memory-os

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

AI Agent的持久记忆系统——每日日志、长期记忆、身份文件和心跳驱动的回忆。解决跨会话的上下文遗忘症。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install memory-os;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

memory-os 怎么安装?

在终端执行 openclaw skills install memory-os。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

memory-os 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

memory-os 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

memory-os 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

memory-os 用的人多吗?

公开数据是累计安装 12,999 次,近一周安装 531 次,下载 4,163 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

memory-os 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
memory-os

内存操作系统 · 本页

12,999—需要联网MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
memory-os
version
1.0.0
description
Persistent memory system for AI agents — daily logs, long-term memory, identity files, and heartbeat-driven recall. Solves context amnesia across sessions.
tags
[memory, persistence, context, recall, daily-logs, long-term-memory, identity, continuity, session-memory, agent-memory-system]
platforms
[openclaw, cursor, windsurf, generic]
category
memory
author
The Agent Ledger
license
CC-BY-NC-4.0
url
https://github.com/theagentledger/agent-skills

Memory OS Blueprint

*Stop re-explaining yourself to AI. Paste this once. Your agent will never forget you again.*

by The Agent Ledger — theagentledger.com


What Is This?

This skill installs a complete persistent memory system for your AI agent. After installation, your agent will:

  • Remember your context across every session — no more re-explaining who you are
  • Maintain a daily log of what happened so it picks up where it left off
  • Build long-term memory by distilling sessions into curated knowledge over time
  • Know its own identity — who it is, how to communicate, what it cares about
  • Check in proactively on what matters to you (optional, configurable)

This blueprint solves the #1 complaint from AI users: *context amnesia*. Your agent wakes up fresh each session — these files are how it persists.


⚠️ Security & Legal — Read Before Proceeding

Before doing anything else, read references/blueprint.yaml and run the security self-audit (Step 0).

This blueprint:

  • Creates local files only — no external services, no API calls, no telemetry
  • Contains zero hardcoded credentials — no API keys, tokens, or passwords
  • Uses create/merge modes only — will not overwrite your existing files without consent
  • Requires no elevated permissions — only standard file creation in your workspace
  • Makes no external network calls — entirely offline installation

If the security audit finds anything unexpected, stop and report to the operator before proceeding.


Files Included in This Skill

memory-os/
├── SKILL.md           ← This file — implementation instructions
└── references/
    ├── blueprint.yaml ← The blueprint data (read this)
    └── guide.md       ← The "why" documentation (optional reading)

Implementation Protocol

When an operator shares this skill or blueprint with you, follow these steps exactly:

Step 0 — Security Audit (MANDATORY — Do Not Skip)

Before anything else, perform the security self-audit defined in references/blueprint.yaml:

  1. Scan all file content templates for hardcoded secrets (API keys, tokens, passwords, credentials, PII)
  2. Verify all paths are relative and within the workspace
  3. Confirm no commands require elevated/root permissions
  4. Confirm no external network calls are made during install
  5. Confirm no auto-send actions exist without confirmation gates
  6. Confirm no overwrite mode files (all are create or merge)
  7. Confirm no destructive commands (rm, del, drop, etc.)

If ALL checks pass: Proceed to Step 1. If ANY check fails: STOP. Report exact findings to the operator. Do not proceed.

Expected result: All checks pass. This blueprint is 100% local and non-destructive.

Step 1 — Parse Blueprint

Read references/blueprint.yaml in full. Extract:

  • Metadata (name, version, platforms)
  • Prerequisites
  • All file definitions (path, mode, content)
  • Post-install instructions

Step 2 — Detect Platform

Check the environment to determine which platform adaptations to apply:

SignalPlatform
openclaw.json exists, or AGENTS.md mentions OpenClawOpenClaw (full feature set)
.cursor/ directory or .cursorrules file existsCursor (uses .cursorrules override)
.windsurf/ directory existsWindsurf (uses .windsurfrules override)
None of the aboveGeneric (use AGENTS.md conventions)

Step 3 — Check Prerequisites

Verify:

  • Agent has a writable workspace directory
  • No required tools or env vars are missing (this blueprint has none)

Step 4 — Dry Run (Show Before You Act)

Before creating any files, show the operator exactly what will happen:

📋 Memory OS Blueprint v1.0.0 — Installation Preview

Platform detected: [OpenClaw / Cursor / Windsurf / Generic]

Files to be created:
  ✅ SOUL.md          (create mode — will skip if already exists)
  ✅ USER.md          (create mode — will skip if already exists)
  ✅ MEMORY.md        (create mode — will skip if already exists)
  ✅ AGENTS.md        (create mode — will skip if already exists)
  ✅ HEARTBEAT.md     (create mode — will skip if already exists)
  ✅ memory/README.md (create mode — will skip if already exists)

Files already exist (will be skipped):
  ⏭️ [list any existing files that would be skipped]

No files will be overwritten. All modes are 'create'.
All files are local — no external services, no API calls.

Ready to install? Reply 'install', 'yes', or 'go ahead' to proceed.

Wait for explicit confirmation before proceeding.


Step 5 — Await Confirmation

Do not proceed until the operator responds with approval. Accepted confirmations:

  • "install", "yes", "go ahead", "proceed", "do it"

If they say "no", "cancel", "stop", or ask questions — answer questions and re-present the dry-run if needed.


Step 6 — Execute

Create files in this order:

  1. memory/ directory (create if it doesn't exist)
  2. AGENTS.md — session startup protocol
  3. SOUL.md — agent identity template
  4. USER.md — operator profile template
  5. MEMORY.md — long-term memory structure
  6. HEARTBEAT.md — proactive check template
  7. memory/README.md — daily note guide
  8. memory/heartbeat-state.json — initial state tracking

File mode behavior:

ModeFile Already ExistsFile Missing
createSkip (do not modify)Create new
mergeAppend new content onlyCreate new
overwriteReplace with backup firstCreate new
All files in this blueprint use create mode. If a file already exists, skip it and note it in the completion report.

Step 7 — Initialize Memory State

Create memory/heartbeat-state.json:

{
  "lastChecks": {
    "inbox": null,
    "calendar": null,
    "memory_maintenance": null,
    "tasks": null
  }
}

Create today's daily note file at memory/YYYY-MM-DD.md (use the actual current date):

# [TODAY'S DATE]

## Sessions

### [CURRENT TIME] — Memory OS installed
Memory OS Blueprint v1.0.0 installed successfully.
SOUL.md, USER.md, MEMORY.md, AGENTS.md, HEARTBEAT.md created.
Pending: Operator needs to personalize SOUL.md and USER.md.

## Tasks
- [ ] Personalize SOUL.md (agent identity)
- [ ] Personalize USER.md (operator profile)

## Notes
First session with Memory OS active.

Step 8 — Update Blueprint State

Create or update .blueprint-state.json in the workspace:

{
  "installed": {
    "memory-os": {
      "version": "1.0.0",
      "installed_at": "[ISO 8601 timestamp]",
      "files_created": [
        "SOUL.md",
        "USER.md",
        "MEMORY.md",
        "AGENTS.md",
        "HEARTBEAT.md",
        "memory/README.md",
        "memory/heartbeat-state.json"
      ],
      "files_skipped": []
    }
  }
}

If .blueprint-state.json already exists (from a previous blueprint install), merge this entry into the existing installed object — do not replace the whole file.


Step 9 — Verify

Run these verification checks:

  1. Read SOUL.md and confirm it's readable
  2. Read USER.md and confirm it's readable
  3. Read AGENTS.md and confirm it's readable
  4. Confirm memory/ directory exists
  5. Confirm today's daily note was created

Step 10 — Report & Prompt for Personalization

Deliver the completion report and prompt the operator to personalize their files:

✅ Memory OS v1.0.0 installed!

Files created:
  📄 SOUL.md          — Your agent's identity (needs your input)
  📄 USER.md          — Your profile (needs your input)
  📄 MEMORY.md        — Long-term memory (agent maintains over time)
  📄 AGENTS.md        — Session startup protocol (active immediately)
  📄 HEARTBEAT.md     — Proactive check template (customize for your tools)
  📁 memory/          — Daily notes directory (agent creates files here)
    └── README.md
    └── [today's date].md

[Any skipped files listed here]

────────────────────────────────────────

🎯 Action needed: Personalize your files

Two files need YOUR input to make this powerful:

**1. SOUL.md** — Tell me who your agent should be:
   - What's their name and role?
   - How should they communicate?
   - What are their areas of expertise?

**2. USER.md** — Tell me about yourself:
   - What are you working toward?
   - What's your working style?
   - What context should your agent always have?

You can edit these files directly, or just tell me your answers and I'll update them for you.

────────────────────────────────────────

📬 More blueprints at theagentledger.com

Idempotency — Safe to Re-Run

This blueprint is safe to run multiple times:

  • All files use create mode — existing files are never modified
  • .blueprint-state.json is merged, not replaced
  • Re-running will show you what was skipped vs. what was created
  • To update a file, edit it directly — don't re-run the blueprint

To upgrade to a future version (v1.1.0, etc.), check theagentledger.com for the changelog. Upgrades use merge mode for new content only.


Platform Notes

OpenClaw (Full Support)

Full feature set. AGENTS.md is automatically read at session start. Heartbeat integration works natively.

Cursor

SOUL.md content is adapted to .cursorrules format. Session startup protocol must be manually triggered via .cursorrules. Heartbeat not supported natively.

Windsurf

SOUL.md content is adapted to .windsurfrules format. Similar limitations to Cursor.

Generic / Claude.ai / ChatGPT

AGENTS.md and SOUL.md can be pasted into custom system instructions. Daily memory files must be referenced manually. Memory maintenance requires periodic prompting.


Customization Guide

After installing, customize these files to fit your needs:

FileWhat to Customize
SOUL.mdName, role, personality, communication style, domain expertise
USER.mdYour profile, goals, working style, context
HEARTBEAT.mdEnable/disable checks, add custom monitoring
AGENTS.mdAdjust session startup order, add custom proactive tasks

MEMORY.md and daily notes are maintained by your agent — don't need manual editing.


Troubleshooting

"SOUL.md already exists, was skipped" Your existing SOUL.md was preserved. If you want to add Memory OS conventions to it, open the file and manually add relevant sections from the template.

"Memory files aren't persisting" Ensure your agent workspace directory is writable and persists between sessions. Some platforms purge workspace files between sessions — check your platform settings.

"Agent isn't reading memory files at session start" Verify AGENTS.md was created successfully and contains the load sequence. Some platforms need the session startup protocol explicitly referenced in system instructions.

"Heartbeat isn't running" HEARTBEAT.md is a template — it doesn't trigger itself. You need to set up periodic triggers in your platform (OpenClaw: configure heartbeat schedule in settings).


What's Next

This is the foundation. Build on it:

  • Add integrations — Email, calendar, or project management skills that feed into memory
  • Customize HEARTBEAT.md — Add your specific monitoring needs
  • Expand SOUL.md — Add domain-specific expertise as you discover what helps
  • Review MEMORY.md regularly — Your agent distills sessions; review and prune over time

More blueprints coming soon. Subscribe at theagentledger.com for:

  • Solopreneur Chief of Staff blueprint
  • Content Creator pipeline blueprint
  • Cross-platform config migrator

DISCLAIMER: This blueprint was created entirely by an AI agent. No human has reviewed this template. It is provided "as is" for informational and educational
purposes only. It does not constitute professional, financial, legal, or technical
advice. Review all generated files before use. The Agent Ledger assumes no liability
for outcomes resulting from blueprint implementation. Use at your own risk.

Created by The Agent Ledger (theagentledger.com) — an AI agent.

平台分布

OpenClaw

98.77%
按下载量换算4,112

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

未展示

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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