记忆管理器

SKILLAI 工具
AI 工具 未标注权限 许可证不明确
安装这个技能

无限分类的长期记忆系统,与内置记忆并行扩展,支持索引导航与即时写入。记忆管理器是一套面向 AI Agent 的无限分类长期记忆系统,与 Agent 内置记忆并行运行、互不冲突. 核心能力包括

一句话选型结论

按资料字段整理

记忆管理器是AI 工具类的 Agent Skill,安装方式未标注,权限级别未标注,许可证不明确,有可直接复制的安装命令。技能本质是给模型读的说明书,效果取决于模型与客户端;装完先用一个小任务验证,再放进正式流程。

分类AI 工具 安装方式未标注 权限级别未标注权限 许可证许可证不明确
累计安装 未标注 本周 未标注
GitHub 星标 未标注 仓库 未标注
下载量 未标注 技能市场下载数
权限级别 未标注权限 安装前请确认风险范围
许可证 许可证不明确 未说明

安装

未标注
在支持 Skills 的客户端里执行,装完问一句「你有哪些技能」验证
skillhub install zcwl/memory
  1. 1
    确认客户端支持

    确认你的客户端支持 Skills(Claude、Codex、Cursor 等),并升级到较新的版本。

  2. 2
    拿到技能文件

    执行上面的命令安装;也可以把仓库里的 SKILL.md 手动放进客户端的 skills 目录。

  3. 3
    刷新技能列表

    重新打开客户端,或刷新技能列表,让新放进来的技能被加载。

  4. 4
    验证是否生效

    问一句「你有哪些技能」,确认列表里出现它,再拿一个小任务试跑。

技能档案

AI 工具
字段来自技能仓库与公开索引,中文说明由本站标注
作者 / 维护方zcwl仓库 未标注 · 版本 未标注
宿主客户端未标注技能可被这些客户端加载
安装方式未标注安装包 enterprise
权限级别未标注权限安装前请确认风险范围
许可证未说明许可证不明确,商用前请自行确认条款
仓库可用性available技能仓库当前是否可访问
最近核验2026-11-06上游最后核验时间 · 数据更新 2026-11-06
正文体量7.9 KBSKILL.md 原文大小,越大说明说明书写得越细

典型使用场景

3 类
按分类整理的常见用法,具体以 SKILL.md 为准
组合多个 AI 能力

把写作、检索、总结串成一条流程。

搭工作流

把固定流程做成可重复调用的步骤。

做提示词与评测

整理提示词并对比输出效果。

选择建议

装之前先看这几条
按条目字段给出的判断,不替你决定用不用

值得选的地方

  • 有可直接复制的安装命令,不用自己翻文档找入口。

先想清楚的地方

  • 没有标注权限级别,实际能做什么要装好后确认。
  • 许可证不明确,商用或二次分发前先到仓库确认条款。
  • 没有做站内核验,内容以作者仓库为准。
  • 技能只是说明书,实际效果取决于模型与客户端,装完先用小任务试一遍。

更适合

  • 需要在AI 工具场景里给模型补一套做法的人。
  • 愿意先读一遍 SKILL.md、确认它会让模型做什么的人。

不太适合

  • 对许可证要求很严、必须明确可商用的人。
  • 只想装完就自动变强、不打算看说明书的人。

同类对比

6 个同类
同分类里挑最接近的几条,字段以各自详情页为准
技能权限级别安装方式累计安装宿主客户端安装命令
记忆管理器当前 未标注权限 未标注 未标注 未标注 有
执行计划 只读 GitHub 仓库 151.5 万 Codex、Claude、Cursor 有
Playwright MCP 测试 浏览器控制 ClawHub 市场 136.5 万 OpenClaw 有
完成前的验证 未标注权限 GitHub 仓库 131.9 万 Codex、Claude、Cursor 有
子 Agent 驱动开发 只读 GitHub 仓库 131.2 万 Codex、Claude、Cursor 有
前端设计 执行命令 GitHub 仓库 125.6 万 Codex、Claude、Cursor 有

SKILL.md 全文

7.9 KB
模型实际读到的说明书原文,来自技能仓库

Memory 🧠

Superpowered memory that never forgets.

Your agent has basic built-in memory. This skill adds infinite, perfectly organized memory for everything else — parallel and complementary, never conflicting.

How It Works

Built-in Agent Memory          This Skill (~/memory/)
┌─────────────────────┐        ┌─────────────────────────────┐
│ MEMORY.md           │        │ Infinite categorized storage │
│ memory/ (daily logs)│   +    │ Any structure you want       │
│ Basic recall        │        │ Perfect organization         │
└─────────────────────┘        └─────────────────────────────┘
         ↓                                  ↓
   Agent basics                    Everything else
   (works automatically)           (scales infinitely)

Not a replacement. Your agent's built-in memory keeps working. This adds a parallel system for unlimited, organized storage.

Setup

On first use, read setup.md to configure the memory system with the user. Key decisions:
1. What categories do they need?
2. Should we sync anything from built-in memory?
3. How do they want to find things?

When to Use

User needs organized long-term storage beyond basic agent memory: detailed project histories, extensive contact networks, decision logs, domain knowledge, collections, or any structured data that grows over time.

Architecture

Memory lives in ~/memory/ — a dedicated folder separate from built-in agent memory.

~/memory/
├── config.md              # System configuration
├── INDEX.md               # What's stored, where to find it
│
├── [user-defined]/        # Categories the user needs
│   ├── INDEX.md           # Category overview
│   └── {items}.md         # Individual entries
│
└── sync/                  # Optional: synced from built-in memory
    └── ...

The user defines the categories. Common examples:
- projects/ — detailed project context
- people/ — contact network with full context
- decisions/ — reasoning behind choices
- knowledge/ — domain expertise, reference material
- collections/ — books, recipes, anything they collect

See memory-template.md for all templates.

Quick Reference

Topic File
First-time setup setup.md
All templates memory-template.md
Organization patterns patterns.md
Problems & fixes troubleshooting.md

Core Rules

1. Separate from Built-In Memory

This system lives in ~/memory/. Never modify:
- Agent's MEMORY.md (workspace root)
- Agent's memory/ folder (if it exists in workspace)

Parallel, not replacement. Both systems work together.

2. User Defines Structure

During setup, ask what they want to store. Create categories based on their needs:

They say... Create
"I have many projects" ~/memory/projects/
"I meet lots of people" ~/memory/people/
"I want to track decisions" ~/memory/decisions/
"I'm learning [topic]" ~/memory/knowledge/[topic]/
"I collect [things]" ~/memory/collections/[things]/

No preset structure. Build what they need.

3. Every Category Has an Index

Each folder gets an INDEX.md that lists contents:

# Projects Index

| Name | Status | Updated | File |
|------|--------|---------|------|
| Alpha | Active | 2026-02 | alpha.md |
| Beta | Paused | 2026-01 | beta.md |

Total: 2 active, 5 archived

Indices stay small (<100 entries). When full, split into subcategories.

4. Write Immediately

When user shares important information:
1. Write to appropriate file in ~/memory/
2. Update the category INDEX.md
3. Then respond

Don't wait. Don't batch. Write immediately.

5. Search Then Navigate

To find information:
1. Ask first: "Is this in ~/memory/ or built-in memory?"
2. Search: grep or semantic search in ~/memory/
3. Navigate: INDEX.md → category → specific file

# Quick search
grep -r &quot;keyword&quot; ~/memory/

# Navigate
cat ~/memory/INDEX.md           # What categories exist?
cat ~/memory/projects/INDEX.md  # What projects?
cat ~/memory/projects/alpha.md  # Specific project

6. Sync from Built-In (Optional)

If user wants certain info copied from built-in memory:

~/memory/sync/
├── preferences.md    # Synced from built-in
└── decisions.md      # Synced from built-in

Sync is one-way: Built-in → this system. Never modify built-in.

7. Scale by Splitting

When a category grows large:
- INDEX.md > 100 entries → split into subcategories
- Create sub-INDEX.md for each subcategory
- Root INDEX.md points to subcategories

~/memory/projects/
├── INDEX.md           # &quot;See active/, archived/&quot;
├── active/
│   ├── INDEX.md       # 30 active projects
│   └── ...
└── archived/
    ├── INDEX.md       # 200 archived projects
    └── ...

What to Store Here (vs Built-In)

Store HERE (~/memory/) Keep in BUILT-IN
Detailed project histories Current project status
Full contact profiles Key contacts quick-ref
All decision reasoning Recent decisions
Domain knowledge bases Quick facts
Collections, inventories —
Anything that grows large Summaries

Rule: Built-in for quick context. Here for depth and scale.


Finding Things

For Small Memory (<50 files)

# Grep is fast enough
grep -r &quot;keyword&quot; ~/memory/

For Large Memory (50+ files)

Navigate via indices:

1. ~/memory/INDEX.md → find category
2. ~/memory/{category}/INDEX.md → find item
3. ~/memory/{category}/{item}.md → read details

For Huge Memory (500+ files)

Use semantic search if available, or hierarchical indices:

~/memory/projects/INDEX.md → &quot;web projects in web/&quot;
~/memory/projects/web/INDEX.md → &quot;alpha project&quot;
~/memory/projects/web/alpha.md → details

Maintenance

Weekly (5 min)

  • Update INDEX.md files if entries added
  • Archive completed/inactive items

Monthly (15 min)

  • Review category sizes
  • Split large categories
  • Remove outdated entries

When Memory is Slow

  • Check INDEX.md sizes (keep <100 lines)
  • Split big categories into subcategories
  • Archive old content

Common Traps

  • Modifying built-in memory → Never touch agent's MEMORY.md or workspace memory/. This system is parallel.

  • No indices → Without INDEX.md, finding things requires searching all files. Always maintain indices.

  • One giant category → 500 items in one folder is slow. Split into subcategories.

  • Syncing everything → Don't copy all built-in memory. Only sync what needs organization here.

  • Waiting to write → Write immediately when user shares info. Don't batch.


Security & Privacy

Data location:
- All data in ~/memory/ on user's machine
- No external services required
- No network requests

This skill does NOT:
- Access built-in agent memory (only reads if syncing)
- Send data anywhere
- Store credentials (never store secrets in memory)


Related Skills

Install with clawhub install &lt;slug&gt; if user confirms:
- decide - Decision tracking patterns
- escalate - When to involve humans
- learn - Adaptive learning

Feedback

  • If useful: clawhub star memory
  • Stay updated: clawhub sync

常见问题

5 问
答案由本站依据条目字段整理
记忆管理器怎么安装?

在支持 Skills 的客户端里执行:skillhub install zcwl/memory。安装方式为未标注。装完刷新技能列表或重开客户端。

记忆管理器支持哪些客户端?

资料没有标注宿主客户端,但只要客户端支持 Skills(Claude、Codex、Cursor 等),一般都能加载。

记忆管理器权限高吗,安全吗?

权限级别为未标注权限。安装前先看它会读取或写入哪些内容。

记忆管理器收费吗?

本站不代收费用,也没有标注具体价格。是否收费取决于技能本身和所用的模型或客户端,正式使用前按作者说明确认。

记忆管理器用什么许可证?

许可证标注为 未说明(许可证不明确)。商用或二次分发前请到仓库确认条款原文。

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技能内容以作者仓库为准;分类、权限级别与许可证状态的中文说明为中文整理,最近核验 2026-11-06。