memory-system

Installation
SKILL.md

Memory System — Persistent Cross-Session Memory

Enables agents to remember across sessions. Never re-discover what was already learned.

Overview

The Memory System provides persistent, searchable memory that survives across sessions. Instead of re-explaining preferences, conventions, and past decisions every time, agents read a structured MEMORY.md index and topic files.

Token Impact: +1,000 tokens to load index, but saves 3,000-10,000 tokens by eliminating re-discovery.


Architecture

Installs
12
Repository
vudovn/ag-kit
GitHub Stars
7.7K
First Seen
May 18, 2026
memory-system — vudovn/ag-kit