MEMARIS

Stop re‑teaching your AI. Turn past sessions into persistent memory your agents actually follow.

$ npx -y @probelabs/mnemaris
🧠 Analyzing conversation patterns...
✓ Found 12 user preferences
✓ Identified 8 rejected approaches
📄 Preview of CLAUDE.md changes ready
$ npx -y @probelabs/mnemaris --update
✅ CLAUDE.md updated with AI insights

Like the project?

⭐ Start the project on GitHub and join the community

Every session is a story

You open a session. The agent tries something bold; you ask it to roll back. It suggests restarting a service; you remind it not to kill system processes in prod. By Wednesday, you've typed the same guardrails three times.

Those corrections are hard‑won lessons—and they vanish when the chat ends.

Memaris makes them stick.

It reads your session history (messages, visible steps, outcomes), spots what you reject, what you accept, and the safer path you prefer. Then it drafts clear, specific instructions so the next session starts aligned.

Result: fewer detours, more momentum—the same you, just remembered.

How it Works

📝

Your Conversations

Every correction, preference, and rejected approach in your Claude Code sessions

🤖

Our AI Analyzer

Extracts patterns, identifies mistakes to avoid, and learns your coding style

Optimized CLAUDE.md

Personalized instructions that make every future session start smarter

Platform Support

Live Now
Claude Code
Writes/updates CLAUDE.md or runs read‑only. Full analysis of your conversation history.
Starting Soon
OpenAI Codex
Memory extraction + adapter for OpenAI's code generation models.
Starting Soon
Google Gemini CLI
Memory extraction + adapter for Google's Gemini assistant.

Approach: a memory extraction core + lightweight adapters, so your patterns travel across tools.

View on GitHub →

Probe Ecosystem

Memaris is part of the Probe ecosystem—tools dedicated to improving human and AI collaboration in development.

While Probe helps AI understand code context, Memaris preserves your hard-won lessons, turning every correction and preference into permanent memory that follows you across sessions.

Explore the Ecosystem