AaronRoeF

AaronRoeF / exo

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Exo — the cognitive layer for Claude. Memory that compounds across sessions. AI that gets smarter every week.

aaronfulkerson.comexo
17
4
89% credibility
Found May 25, 2026 at 22 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
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AI Summary

Exo is a memory layer for AI assistants that captures what happens during your work sessions, consolidates patterns between conversations, and proposes useful rules—with your approval. It runs locally on your computer, stores everything in simple text files, and gets smarter every time you use it. Think of it as giving your AI assistant the ability to remember your projects, your contacts, and the decisions you've made, so it stops asking you the same questions and starts showing up already oriented to your work.

How It Works

1
💡 You discover Exo

You hear about an AI assistant that actually remembers your work across conversations, instead of starting fresh every time.

2
📦 You install Exo

You run a simple installer that sets up Exo alongside your AI assistant. Everything stays on your computer—no accounts or cloud services needed.

3
🧙 You meet your assistant

You type a simple command and a friendly setup wizard walks you through connecting your calendar, email, and key contacts so Exo can learn your world.

4
✨ You work as you always do

Exo quietly watches in the background—capturing decisions, people you mention, and things you learn. You never have to stop and take notes.

5
Between sessions, Exo consolidates
🌙
You run /dream

Exo reads through your accumulated observations and proposes patterns it discovered—things worth turning into rules.

⏰
Or it prompts you

Exo gently reminds you when it's been a while or when enough observations have piled up to make consolidation worthwhile.

6
✅ You review and approve

Exo shows you what it wants to remember and asks for your approval. You can accept, defer, or dismiss—nothing gets added without your say.

🧠 Your assistant gets smarter over time

By week three, Exo walks into every meeting knowing your projects, your people, and your recent decisions. The surface area you can hold in your head gets bigger.

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AI-Generated Review

What is exo?

Exo is a memory layer for Claude Code that compounds across sessions. Instead of starting every conversation from scratch, it captures observations during your work, consolidates patterns overnight, and proposes learned rules the next time you open a session. The system runs as a bundle of hooks and slash commands that watch how you work and build a knowledge base as a side effect, with a lighter MCP server available for Claude Desktop users.

Why is it gaining traction?

The hook that lands is the week-three experience: an assistant that already knows your projects, your contacts, your open commitments, and the frictions you've run into repeatedly. Most AI memory systems start fresh every chat. Exo specifically avoids "discovering" things you already told it through an echo-chamber guard that filters your own prior rules before pattern detection. The focus-gate is also clever — it warns you when you start editing files in a project that isn't your declared focus, which enforces project management discipline without being prescriptive.

Who should use this?

Developers who live in Claude Code all day and want their AI assistant to accumulate institutional knowledge about their codebase, clients, and workflow. Particularly useful for solo consultants or small teams who track multiple projects and clients and are tired of re-explaining context every session. Not a fit if you just want a quick chat interface — the value compounds over weeks.

Verdict

At 17 stars with a 0.8999999761581421% credibility score, exo is early and unproven at scale, but the design philosophy is sound and the author has a real track record with MindTouch. The local-first, no-telemetry approach is the right call. Worth installing to feel the week-three payoff firsthand, but don't bet production workflows on it yet.

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