SuperLocalMemory

SuperLocalMemory is an AI Engineering skill for Claude Code, published by qualixar in superlocalmemory.

223 stars34 forkson qualixar/superlocalmemoryAdded 2026/09/03Repository updated 2026/09/03

agent-memoryagent-reliabilityai-agentsclaude-codecursorknowledge-graphllm-memorylocal-firstmcpmcp-serverpersistent-memoryqualixarsemantic-searchvector-searchwindsurf

Install in seconds

Install SuperLocalMemory

Copy SuperLocalMemory into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/qualixar/superlocalmemory ~/.claude/skills/superlocalmemory

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/qualixar/superlocalmemory.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: SKILL.md in qualixar/superlocalmemory
Installs to: ~/.claude/skills/superlocalmemory
Collection: One of 15 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What SuperLocalMemory does

SuperLocalMemory stores, searches, and manages AI agent memories in a local data root. It is used when you need persistent memory with JSON CLI output, MCP access, and optional networked features kept separate.

SuperLocalMemory is cataloged under AI Engineering on DirSkills. SuperLocalMemory comes from a repository tagged agent-memory, agent-reliability, ai-agents, claude-code and cursor.

Documentation

README

Excerpt

SuperLocalMemory

AI agent memory with a local data root. Five candidate producers (semantic, BM25, temporal, spreading-activation, Hopfield) fuse via RRF, with an entity-graph post-fusion score enhancement — all with mathematical similarity scoring. Mode A operates without sending memory content to a cloud model provider; optional connectors, backup, and proxy providers are explicit choices with separate behavior.

Installation

pip install superlocalmemory
# or
npm install -g superlocalmemory

This is the opening of the README. Read the full README on GitHub.

Frequently asked about SuperLocalMemory

What else does qualixar publish alongside SuperLocalMemory?
SuperLocalMemory is one of 15 skills that DirSkills catalogs from qualixar/superlocalmemory, the repository it ships in. Its siblings there include SLM Cache, SLM Governance and SLM Graph. Each one is a separate skill with its own page in this directory, installs the same way SuperLocalMemory does, and is maintained by qualixar in that same repository. The rest of the collection is listed on the qualixar/superlocalmemory page.
How does SuperLocalMemory compare to other AI Engineering skills?
SuperLocalMemory ranks #2556 by stars among the 2793 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of SuperLocalMemory against them. Open each page to compare what they document and how they install.