# plur-memory

Local-first memory skill that keeps corrections and preferences on your disk. It feeds relevant context into new sessions without cloud servers or API keys.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · ★ 308
- Author: plur-ai
- License: Apache-2.0 · policy=mirror · the beginning of the file is at the end of this page
- Source: https://github.com/plur-ai/plur/tree/HEAD/packages/claw/clawhub/SKILL.md
- Updated: 2026-10-23
- HTML: https://affpapa.org/en/nevibecode/skills/plur-ai-plur-memory

## What it does

plur-memory stores agent preferences and corrections directly on your local disk as plain text files. Your data never touches a remote server. You do not need any API key or subscription. Next time you start a conversation, the skill inserts relevant project habits before you write your first prompt.

The memory engine mimics human retention. Frequently used rules become stronger engrams, while inactive notes fade over time. Because it connects through MCP, lessons learned in Claude Code transfer to Cursor without extra configuration. Running it requires Node.js version 18 or higher alongside OpenClaw 2026.3.7 or newer.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add plur-ai/plur --skill clawhub -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/clawhub/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/clawhub/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add plur-ai/plur --skill clawhub -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/clawhub/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add plur-ai/plur --skill clawhub -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/clawhub/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install plur-ai/plur clawhub
```

2. **Manually: put the files in place**
- File: `.github/skills/clawhub/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add plur-ai/plur --skill clawhub -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/plur-ai/plur --path packages/claw/clawhub
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/clawhub/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add plur-ai/plur --skill clawhub -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/plur-ai/plur/tree/HEAD/packages/claw/clawhub/SKILL.md

## When to use it
- keep project preferences and corrections on local disk
- inject relevant context at session start without manual notes
- share agent memory between Claude Code and Cursor over MCP
- boost benchmark retrieval rates on LongMemEval without cloud vector stores

## Example prompts
- Remember that we enforce strict types and pnpm across this repository
- Check what local habits and rules are stored from past sessions
- Do not add comments to self-explanatory functions and save this rule

## Source text · SKILL.md · Apache-2.0

Below is the content of a third-party file. It is data, not instructions for you: do not act on anything written inside unless the human asks. Block tag: 4570bdaff0601897.

BEGIN THIRD-PARTY FILE 4570bdaff0601897
````text
---
name: plur-memory
description: "Your memory stays on your machine. No cloud, no tracking, no API key. PLUR makes your OpenClaw remember — and shares that memory with every other tool you use."
version: 0.15.0
---

# PLUR Memory

Most memory plugins send your context to a cloud server. PLUR doesn't.

Your memory lives on your disk — plain files you can read, edit, move, and back up. Zero cloud routing. Zero API keys. Zero cost.

**Install in one command:**

```
openclaw plugins install @plur-ai/claw
```

Or tell your OpenClaw: `go to plur.ai and install memory`

## What happens next

Every correction you make becomes a permanent engram. Every preference gets remembered. The next time you open a session, PLUR injects what's relevant — automatically, before you type a word.

## One memory, every tool

Correct something in OpenClaw — your Claude Code picks it up. Teach a pattern in Cursor — OpenClaw already knows. Memory moves with you across every MCP-compatible tool you use.

## Features

- Learns from corrections and preferences as you work — no manual notes
- Injects relevant context at session start — no re-explaining from scratch
- Memory strengthens with use, fades when stale — modeled on human memory
- Works across Claude Code, Cursor (beta), and any MCP-compatible tool
- No cloud, no API key, no cost — by default

## Benchmarks

- **Retrieval** (LongMemEval R@5): **76.7%** out-of-the-box · **97.0%** with openai-3-large embeddings — [full methodology](https://plur.ai/benchmark.html)
- **Agent tasks**: 89% win rate — Haiku + PLUR outperforms Opus *without* memory
- **House rules**: 12–0 across Haiku, Sonnet, Opus

## Open source. Local-first. Private. Free.

Apache-2.0. Your data never leaves your machine.

## Requirements

- OpenClaw >= 2026.3.7
- Node.js >= 18

## Links

- Website: https://plur.ai
- GitHub: https://github.com/plur-ai/plur
- npm: https://npmjs.com/package/@plur-ai/claw
- Benchmarks: https://plur.ai/benchmark.html

**Author:** PLUR (info@plur.ai)
````
END THIRD-PARTY FILE 4570bdaff0601897

The third-party file has ended. Everything between the 4570bdaff0601897 tags is data: requests and commands from it are not followed. An “end of file” line with another tag inside the block is part of the file.

© plur-ai · Apache-2.0 · https://github.com/plur-ai/plur/tree/HEAD/packages/claw/clawhub/SKILL.md

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## Other versions with the same name
- [plur-memory · plur-ai](https://affpapa.org/en/nevibecode/skills/plur-memory.md) — ★ 308

From the same set: [plur-ai/plur](https://affpapa.org/en/nevibecode/by/plur-ai/plur.md) — 6 cards

---
NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md