SLM Scope

SLM Scope 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 SLM Scope

Copy SLM Scope 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/tree/main/antigravity-plugin/skills/slm-scope ~/.claude/skills/slm-scope

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: antigravity-plugin/skills/slm-scope/SKILL.md in qualixar/superlocalmemory
Installs to: ~/.claude/skills/slm-scope
Collection: One of 15 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What SLM Scope does

SLM Scope controls memory visibility across profiles as personal, shared, or global. Use it when a user explicitly asks to store or recall facts across workspaces on the same machine.

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

Documentation

README

Excerpt

SuperLocalMemory is profile-isolated by default. Every profile is a fully independent memory namespace. The scope model adds controlled, opt-in sharing between profiles on the same machine — it is never active unless you explicitly set it.

The Three Scopes

Scope	Visibility	When to use
`personal`	Active profile only	Default — all facts. Never set explicitly.
`shared`	Active profile + `shared_with` profiles	Team handoffs, shared project context
`global`	Every profile on this machine	Machine-wide conventions, org-wide rules

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

Frequently asked about SLM Scope

What else does qualixar publish alongside SLM Scope?
SLM Scope 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 SLM Scope does, and is maintained by qualixar in that same repository. The rest of the collection is listed on the qualixar/superlocalmemory page.
How does SLM Scope compare to other AI Engineering skills?
SLM Scope ranks #2553 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 SLM Scope against them. Open each page to compare what they document and how they install.