memory-systems

Design layered memory systems with knowledge graphs and file-system storage.

11|1|Updated Jul 5, 2010

Search Tags:#memory #persistence #filesystem #temporal #knowledge-graph

One-click install

npx skills add https://github.com/georgeguimaraes/dotfiles --skill memory-systems-georgeguimaraes

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: memory-systems
Source: https://github.com/georgeguimaraes/dotfiles/tree/main/dot_claude/skills/context-engineering/memory-systems
Command: npx skills add https://github.com/georgeguimaraes/dotfiles --skill memory-systems-georgeguimaraes

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires numpy, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill guides the design of memory systems that let agents persist knowledge across sessions while remaining queryable and controllable.

Core Concepts

Layered memory: working, short-term, long-term, permanent
Memory graphs: knowledge graphs with temporal validity
Memory consolidation: drift prevention and archiving
File-system as memory: lightweight, transparent baseline

Quick Start

Prototype an integrated memory store with a simple memory entry and retrieval.