# Memory Systems

> >

- Skill: `hebertzhu/memory-systems` (Agent Skill)
- Install (CLI): `npx skillmds@latest add hebertzhu/memory-systems`
- Raw SKILL.md: https://api.skillmd.com/api/skills/hebertzhu/memory-systems/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: hebertzhu (https://skillmd.com/u/hebertzhu)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/hebertzhu/memory-systems

---


# memory-systems

## Intent
- >

## Default operating pattern
1. Separate short-term context from durable memory or documentation.
2. Define the minimum information model that must survive the current session.
3. Choose storage, compression, retrieval, and update boundaries deliberately.
4. Call out trade-offs, failure modes, and evaluation signals.
5. Recommend the smallest next architecture or workflow improvement.

## Pack fit
- Included in: `context-systems`
- Keep examples generic, privacy-safe, and portable across hosts.

## Boundary
- Do not recommend heavyweight memory architecture for short-lived tasks that do not need persistence.