Claude Code Skill

Your AI remembers
everything. Locally.

A graph-based knowledge system that gives Claude Code persistent, structured memory. People, places, projects, preferences — all connected, all private, all yours.

curl -fsSL https://raw.githubusercontent.com/laicalasse/remembrain/main/install.sh | bash

git clone https://github.com/laicalasse/remembrain && cd remembrain && ./install.sh

Single binary. Zero dependencies. Works offline.

Claude forgets you
after every session.

CLAUDE.md is a sticky note. You need a brain.

📝

CLAUDE.md

~200 lines max
Manual editing only
No search
No relationships
Flat text file

🧠

Remembrain

Unlimited entities
Automatic via skill
Spreading activation search
Rich typed relationships
Property graph in SQLite

Built on science,
not heuristics.

Every algorithm has a citation. Every model has a proof.

🕸️

Knowledge Graph

Property graph in SQLite with typed entities, weighted edges, temporal validity, and JSON properties. Not a vector store. Not a text file.

💡

Spreading Activation

Collins & Loftus (1975). Queries ripple through the graph like human associative memory. Find connections you didn't know existed.

📉

Memory Decay

Ebbinghaus forgetting curve with access-modulated retention. Memories you use stay strong. Memories you don't gracefully fade.

🎯

PageRank

Personalized PageRank via power iteration (HippoRAG, NeurIPS 2024). The most connected knowledge surfaces first.

🔍

Fuzzy Resolution

Jaro-Winkler similarity for entity resolution. "Jon", "John", and "Jonathan" resolve to the same person automatically.

🔒

Local-First

Everything in ~/.memory/graph.db. No cloud. No API keys. No telemetry. Your knowledge graph never leaves your machine.

Three commands to
a perfect memory.

Install

curl -fsSL https://raw.githubusercontent.com/laicalasse/remembrain/main/install.sh | bash

Builds a single binary from source. Symlinks the Claude Code skill. Done in 30 seconds.

Use naturally

/remembrain add person "Alice" --importance 0.8

/remembrain relate "Alice" works_at "Acme Corp"

Claude calls it automatically when you mention people, places, or preferences. Or invoke it yourself with /remembrain.

Explore visually

remembrain serve --port 3333

Interactive D3 force-directed graph in your browser. Click nodes, add connections, search with fuzzy matching.

Three-layer cognitive
architecture.

Inspired by Tulving's memory taxonomy (1972).

Layer 1

Episodic

Raw conversation turns stored verbatim. Non-lossy ground truth with full provenance chain. You always know where a fact came from.

Layer 2

Semantic

Entities extracted from episodes: people, companies, places, concepts. Connected by typed, weighted, temporal relationships.

Layer 3

Procedural

Preferences, habits, and patterns. "Prefers TypeScript." "Uses dark mode." "Drinks Nescafe." Weighted associations that influence recall.

How it compares.

	CLAUDE.md	claude-mem	Supermemory	Remembrain
Storage	Flat file	Flat file	Cloud DB	SQLite graph
Privacy	Local	Local	Cloud	100% local
Search	None	Basic	Semantic	FTS5 + graph traversal
Relationships	None	None	Tags	Typed weighted edges
Entity types	None	None	Generic	8 types
Memory decay	None	None	None	Ebbinghaus curve
Visualization	None	None	Dashboard	D3 force graph
Cost	Free	Free	Paid	Free & open source

Everything connects.

8 entity types. Unlimited relationship types. One unified graph.

person place event company concept preference project thing

Alice works_at Acme Corp Acme Corp located_in Istanbul Alice knows Bob Alice likes TypeScript Meeting attended Alice Bob uses Vim

Give Claude a brain.

One script. One binary. Infinite memory.