Claw Memory Lite

Manage and query your agent's distilled long-term memory with lightweight, fast SQLite-powered tools and automated daily extraction.

claw-memory-lite Skill

Lightweight Long-Term Memory for OpenClaw — SQLite-Powered, Zero External Dependencies, Millisecond Queries.

This skill provides an automated way to manage your agent's long-term memory by extracting distilled insights from daily logs into a queryable SQLite database.

Installation

npx skills add timothysong0w0/claw-memory-lite --agent openclaw

Tools

db_query

Query the long-term memory database by keyword or category.

Usage: python scripts/db_query.py [SEARCH_TERM] [--category CATEGORY]

extract_memory

Extract memory snippets from daily log files (memory/YYYY-MM-DD.md) into the database.

Usage: python scripts/extract_memory.py [--review]

Automation

To enable automatic daily extraction, add the following to your HEARTBEAT.md:

python ~/.openclaw/extensions/claw-memory-lite/scripts/extract_memory.py

Configuration

The database is stored at ~/.openclaw/database/insight.db by default.

Credits

Inspired by 鸿蒙小张 and ByteDance's OpenViking hierarchy.

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Built with 🐯 for OpenClaw users.