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Agent Skill · 研究检索

dual-memory(双内存)

dual-memory 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。

dual-memory 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 19,654。

总安装 5,516周安装 221GitHub Stars 公开资料未说明下载 1,786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
1.0.11

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:dual-memory(双内存)
来源仓库:https://github.com/dobrinalexandru/dual-memory
安装命令:
openclaw skills install dual-memory
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 dual-memory

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。

dual-memory 同时运行内存核心与外部插件如 SuperMemory。适用于需融合本地与云端记忆的复杂推理任务。提供全面 Dream 支持,扩展代理的知识检索维度。安装命令为 openclaw skills install dual-memory,仅限 OpenClaw 使用。

OpenClaw 只允许一个内存插件,需手动禁用其他冲突模块。

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 dual-memory;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

    它需要接触敏感数据,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

dual-memory 怎么安装?

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

dual-memory 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。

dual-memory 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

dual-memory 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。

dual-memory 用的人多吗?

公开数据是累计安装 5,516 次,近一周安装 221 次,下载 1,786 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。

dual-memory 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
dual-memory

双内存 · 本页

5,516—接触敏感数据MIT-0通过

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
dual-memory
description
Run memory-core AND external memory providers (like SuperMemory) together in one slot — with full dreaming support. OpenClaw only allows one memory plugin, so this composite proxy lets you keep local QMD search + MEMORY.md + dreaming (Light/REM/Deep) while also getting cloud persistence from SuperMemory or other providers. Searches merge across all backends, writes go to both.
version
1.0.7
metadata
{"openclaw":{"primaryEnv":"SUPERMEMORY_OPENCLAW_API_KEY"}}

Dual Memory Plugin

Keep memory-core + dreaming AND add external memory providers like SuperMemory — all in one memory slot. No more choosing between local and cloud.

The Problem

OpenClaw only allows one plugin per kind: "memory". You have to choose between:

  • memory-core — local MEMORY.md, QMD vector search, dreaming (Light/REM/Deep consolidation)
  • External providers like SuperMemory — cloud persistence across sessions, devices, and agents

This plugin eliminates the choice. You get memory-core + dreaming + any external provider in a single slot. The proxy pattern means you never lose native dreaming when adding cloud memory.

How It Works

The plugin legitimately holds the memory slot and delegates to both backends via a proxy pattern:

dual-memory (holds memory slot)
├── Proxy API → memory-core (local)
│   ├── QMD vector search
│   ├── MEMORY.md management
│   └── Dreaming consolidation
└── Proxy API → supermemory (cloud)
    ├── Cloud vector search
    ├── Cross-session persistence
    └── Profile/entity context
  • Searches query both backends, results are merged and deduplicated
  • Writes go to memory-core (local MEMORY.md). SuperMemory captures conversation content automatically via auto-capture hook.
  • Dreaming runs through memory-core's native consolidation cycle
  • Recall injects context from both local (QMD) and cloud (SuperMemory) sources

Install

Via ClawdHub

npx clawhub@latest install dual-memory

Manual

# Clone to extensions
cp -r dual-memory ~/.openclaw/extensions/
cd ~/.openclaw/extensions/dual-memory
npm install

Dependency

This plugin requires openclaw-supermemory as a sibling extension:

~/.openclaw/extensions/
├── dual-memory/   ← this plugin
└── openclaw-supermemory/        ← required sibling

Install supermemory from ClawdHub: npx clawhub@latest install supermemory

Configuration

Add to your OpenClaw config. Disable the individual plugins — the composite replaces them:

plugins:
  entries:
    # Disable individual plugins (composite handles both)
    memory-core:
      enabled: false
    openclaw-supermemory:
      enabled: false
    # Enable composite
    dual-memory:
      enabled: true
      config:
        supermemory:
          apiKey: "${SUPERMEMORY_OPENCLAW_API_KEY}"
          containerTag: "my_agent"
          autoRecall: true
          autoCapture: true
          maxRecallResults: 5
          captureMode: "everything"
        memoryCore:
          dreaming:
            enabled: true
            frequency: "30 2 * * *"

SuperMemory Options

KeyTypeDefaultDescription
apiKeystringenv varSuperMemory API key (supports ${ENV_VAR})
containerTagstringhostnameIsolates memories per agent/machine
autoRecallbooleantrueAuto-inject relevant memories
autoCapturebooleantrueAuto-store important info
maxRecallResultsnumber5Max memories per conversation (1-20)
captureModestringeverythingCapture mode
profileFrequencynumber—Profile refresh interval (1-500)
debugbooleanfalseVerbose logging
enableCustomContainerTagsbooleanfalseAllow multiple containers
customContainersarray—Custom container definitions

Memory Core Options

KeyTypeDefaultDescription
dreaming.enabledbooleantrueEnable dreaming cycles
dreaming.frequencystringcron exprDreaming schedule

What You Get

Local (memory-core)

  • QMD search — fast local vector search over MEMORY.md and workspace files
  • MEMORY.md management — automatic memory file updates
  • Dreaming — Light (recent recall), REM (consolidation), Deep (pruning) phases
  • Flush plans — controlled memory writes

Cloud (SuperMemory)

  • Cross-session persistence — memories survive restarts, compaction, model switches
  • Cross-device sync — same memories on Mac Mini, Mac Studio, mobile
  • Entity context — user profiles and preferences injected automatically
  • Custom containers — isolate memories per agent or project

Composite Benefits

  • Merged search — queries both backends, deduplicates results by relevance score
  • Dual recall — local QMD results + cloud SuperMemory context injected together. Writes go to memory-core (local MEMORY.md); SuperMemory captures conversation content automatically via its auto-capture hook.
  • Dreaming — runs natively through memory-core's consolidation cycle (Light/REM/Deep phases)
  • Single slot — clean config, no hacks

Architecture

Proxy Pattern

The plugin creates proxy OpenClawPluginApi objects for each sub-plugin. These proxies intercept:

  • registerMemoryRuntime — captures the runtime from each backend
  • registerMemoryPromptSection — captures prompt injection from each
  • registerMemoryFlushPlan — captures flush plans (memory-core only)

After both sub-plugins register, the composite builds unified versions and registers them on the real API.

Files

FilePurpose
index.tsEntry point — loads backends, registers composite
composite-runtime.tsMerged memory runtime
composite-prompt.tsMerged prompt section
composite-search-manager.tsSearch merging and deduplication
proxy-api.tsProxy API factory
config.tsConfig parsing
openclaw.plugin.jsonPlugin manifest

Requirements

  • OpenClaw >= 2026.1.29
  • Node.js 20+
  • openclaw-supermemory extension (sibling directory)
  • SuperMemory API key (supermemory.com)

Security Notes

  • No hardcoded tokens or keys — API keys are read from config or environment variables only
  • Network calls via SuperMemory client — the plugin instantiates a SupermemoryClient for cloud search. This makes HTTPS calls to SuperMemory's API (api.supermemory.com) to search and store memories. The client comes from the openclaw-supermemory sibling extension. No other network calls are made.
  • Required env var: SUPERMEMORY_OPENCLAW_API_KEY — needed for cloud memory. Get one at supermemory.com. No other env vars are read.
  • No file system writes — memory writes are delegated to memory-core's native flush plan
  • No exec/spawn — no shell commands or child processes
  • Relative sibling imports — this plugin imports from ../openclaw-supermemory/ because OpenClaw's extension loader requires plugins to be co-located. This is the standard pattern for composite plugins that wrap other extensions

Troubleshooting

"both backends failed to load" — Check that openclaw-supermemory exists as a sibling extension and npm install was run in both directories.

"memory-core not available" — The plugin tries to resolve memory-core from OpenClaw's built-in extensions. Make sure your OpenClaw version is >= 2026.1.29.

No cloud memories appearing — Verify SUPERMEMORY_OPENCLAW_API_KEY is set in your environment or .env file.

Dreaming not running — Check that memoryCore.dreaming.enabled is true and you have a cron job configured for the dreaming schedule.

License

MIT

平台分布

OpenClaw

79.6%
按下载量换算1,422

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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。目前只有一个公开来源,建议同时核对源仓库。

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