OpenClaw Memory System

Persistent memory system for OpenClaw multi-agent workflows.

3,891 stars

Best use case

OpenClaw Memory System is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Persistent memory system for OpenClaw multi-agent workflows.

Teams using OpenClaw Memory System should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/openclaw-memory-plugin/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/0xcjl/openclaw-memory-plugin/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/openclaw-memory-plugin/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How OpenClaw Memory System Compares

Feature / AgentOpenClaw Memory SystemStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Persistent memory system for OpenClaw multi-agent workflows.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# OpenClaw Memory System

Persistent memory system for OpenClaw multi-agent workflows.

## Features

- BM25 semantic search with keyword fallback
- Keyword-based memory indexing  
- DAG-based memory association linking
- Session lifecycle hooks (before/after task)
- WAL snapshot for crash recovery

## Tools

- `memory_recall` - Recall top-N memories before a task
- `memory_save` - Save task output to memory
- `memory_search` - BM25 full-text search
- `memory_build` - Rebuild all indexes
- `memory_dag_link` - Link two memory entries

## Usage

Install via OpenClaw gateway plugin manager.

## Architecture

See `docs/ARCHITECTURE.md` for full details.

## License

MIT

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