Free and open source

A memory that outlives your tools.

AI-Suplex 777 is a file-first, agent-agnostic memory layer. Plain Markdown and SQLite on your machine — so Claude today, DeepSeek tomorrow, and a local model next week all share the same memory.

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ai-suplex-777 • 3lm CLI • File-First Agent Memory Stack 1. Episodic Memory Session transcripts Tool executions & logs sessions/*.md 2. Semantic Memory Durable project facts Domain ontology knowledge/*.md 3. Procedural Memory Validated playbooks Repeatable skills workflows/*.md $ 3lm promote --score >= 0.85 • SQLite Indexer Score → Promote → Index • Knowledge Graph connects entities into durable memory Compatible with Claude Code, DeepSeek, Cursor, Aider, and local LLMs via plain Markdown + SQLite

The problem

Your AI changes; your memory shouldn't. But memory today is vendor-specific: switch tools and you start from zero, re-explaining the architecture, the conventions, the context you pasted last week. The tools got smarter; your memory got more fragmented.

What it does

01

Episodic memory

what happened in each session

02

Semantic memory

durable facts about the project

03

Procedural memory

workflows that keep working

04

3lm CLI

promotes lessons into durable knowledge (score → promote → index)

05

Knowledge graph

connects entities so the system surfaces connections you forgot

06

Command centre + skills + prompt patterns

the operating system around the memory

Need the harness on top of this? See AI-Suplex Ultra

Proof

  • License Open source: MIT (code) · CC BY 4.0 (content)
  • Source Public repo: github.com/kmagwenzi/ai-suplex
  • Production Used daily to run a real software business (this site, WQR, and the Ultra harness)

Tech

Markdown SQLite Node.js (the 3lm CLI) Obsidian (vault) agent-agnostic by design

More from AI-Suplex Labs

WQR

WhatsApp commerce agent handling orders, quotes, Paynow payments and PDF invoices.

View project specifications

AI-Suplex Ultra

Enterprise harness on top of the free core with the Gauntlet and Graph RAG.

View project specifications

Start with the free core.

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