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claude-memory-engine

Persistent memory, mistake learning, and session handoff

Gives coding sessions persistent memory that survives restarts, compression, and device switches. Automatically saves checkpoints, detects repeated mistakes, and records both the problem and the fix. Syncs memory to GitHub for backup, recovery, and cross-machine continuity. Includes search, health checks, and handoff commands so parallel sessions never lose progress.
npx skills add HelloRuru/claude-memory-engine --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install Claude Memory Engine?โ–ผ

Run `npx skills add HelloRuru/claude-memory-engine --all -g -y` in your terminal to install the full memory system globally.

How to make Claude remember past sessions?โ–ผ

This skill saves checkpoints every 20 messages, before context compression, and at session end, then reloads the right project memory automatically on startup.

How to stop AI from repeating the same mistakes?โ–ผ

It detects retries, errors, and your corrections, saves each problem with its fix, and reviews the error notebook before every new task.

Does it work across multiple devices?โ–ผ

Yes. The /backup and /sync commands push memory to a GitHub repo, and /recover restores everything on a new machine.

Do I need a database or external API?โ–ผ

No. Everything runs on plain markdown files and Node.js hooks with zero dependencies, so you can inspect exactly what it stores.

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