Search

PythonReactSEOPDF
OpenClaw

openclaw-memory-enhancer

Edge-optimized RAG memory system for OpenClaw with semantic search. Automatically loads memory files, provides intelligent recall, and enhances conversations with relevant context. Perfect for Jetson and edge devices (<10MB memory).

henryfcb0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install henryfcb/openclaw-memory-enhancer

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

🧠 OpenClaw Memory Enhancer

Give OpenClaw long-term memory - remember important information across sessions and automatically recall relevant context for conversations.

Core Capabilities

Capability Description
🔍 Semantic Search Vector similarity search, understanding intent not just keywords
📂 Auto Load Automatically reads all files from memory/ directory
💡 Smart Recall Finds relevant historical memory during conversations
🔗 Memory Graph Builds connections between related memories
💾 Local Storage 100% local, no cloud, complete privacy
🚀 Edge Optimized <10MB memory, runs on Jetson/Raspberry Pi

Quick Reference

Task Command (Edge Version) Command (Standard Version)
Load memories python3 memory_enhancer_edge.py --load python3 memory_enhancer.py --load
Search --search "query" --search "query"
Add memory --add "content" --add "content"
Export --export --export
Stats --stats --stats

When to Use

Use this skill when:

  • You want OpenClaw to remember things across sessions
  • You need to build a knowledge base from chat history
  • You're working on long-term projects that need context
  • You want automatic FAQ generation from conversations
  • You're running on edge devices with limited memory

Don't use when:

  • Simple note-taking apps are sufficient
  • You don't need cross-session memory
  • You have plenty of memory and want maximum accuracy (use standard version)

Versions

Edge Version ⭐ Recommended

Best for: Jetson, Raspberry Pi, embedded devices

python3 memory_enhancer_edge.py --load

Features:

  • Zero dependencies (Python stdlib only)
  • Memory usage < 10MB
  • Lightweight keyword + vector matching
  • Perfect for resource-constrained devices
Standard Version

Best for: Desktop/server, m...

Source information

Source
github
Repository
openclaw/skills
Path
skills/henryfcb/openclaw-memory-enhancer
Version
—
Commit
820a5175cafbaa541a83ca4eaf4cbc906b3a9bbe
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# 🧠 OpenClaw Memory Enhancer

Give OpenClaw **long-term memory** - remember important information across sessions and automatically recall relevant context for conversations.

## Core Capabilities

| Capability | Description |
|------------|-------------|
| 🔍 **Semantic Search** | Vector similarity search, understanding intent not just keywords |
| 📂 **Auto Load** | Automatically reads all files from `memory/` directory |
| 💡 **Smart Recall** | Finds relevant historical memory during conversations |
| 🔗 **Memory Graph** | Builds connections between related memories |
| 💾 **Local Storage** | 100% local, no cloud, complete privacy |
| 🚀 **Edge Optimized** | <10MB memory, runs on Jetson/Raspberry Pi |

## Quick Reference

| Task | Command (Edge Version) | Command (Standard Version) |
|------|------------------------|---------------------------|
| Load memories | `python3 memory_enhancer_edge.py --load` | `python3 memory_enhancer.py --load` |
| Search | `--search "query"` | `--search "query"` |
| Add memory | `--add "content"` | `--add "content"` |
| Export | `--export` | `--export` |
| Stats | `--stats` | `--stats` |

## When to Use

**Use this skill when:**
- You want OpenClaw to remember things across sessions
- You need to build a knowledge base from chat history
- You're working on long-term projects that need context
- You want automatic FAQ generation from conversations
- You're running on edge devices with limited memory

**Don't use when:**
- Simple note-taking apps are sufficient
- You don't need cross-session memory
- You have plenty of memory and want maximum accuracy (use standard version)

## Versions

### Edge Version ⭐ Recommended

**Best for:** Jetson, Raspberry Pi, embedded devices

```bash
python3 memory_enhancer_edge.py --load
```

**Features:**
- Zero dependencies (Python stdlib only)
- Memory usage < 10MB
- Lightweight keyword + vector matching
- Perfect for resource-constrained devices

### Standard Version

**Best for:** Desktop/server, m...

Related skills

OpenClaw

ai-maestro

23blocks-os

AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agent-to-agent messaging. Manage Claude, Codex or any AI Agent from one dashboard. Move Agents between c...

OpenClaw

registry-broker-skills

hashgraph-online

AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Codex, Cursor, OpenClaw, and any AI assistant.

OpenClaw

skills-manager

rito-w

A cross-platform skills manager for AI IDEs. Search marketplace, download locally, and install to Claude, Cursor, Windsurf, and more with one click.