AI Engineering

SLM Profile isolates memory, code graphs, and tools into separate profiles. Use it when switching between projects, clients, or environments, and check the active profile with slm status.

SLM Recall searches SuperLocalMemory for facts, decisions, and prior context. Use it when you need to find what was said or decided, and before storing new memory to avoid duplicates.

Slm Remember captures durable facts, decisions, constraints, and gotchas into SuperLocalMemory. Use it when you need to persist a conclusion across sessions and recall first to avoid duplicates.

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 Session manages SuperLocalMemory session lifecycle. Use session_init at the start of a fresh session to load context and get a session_id, then close_session when work is done to write temporal summaries.

SLM Status reports SuperLocalMemory health, optimization counters, and system state. Use it to verify compression and cache savings, check the active profile, and run preflight diagnostics with doctor output.

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 Compress reduces large text, tool output, or transcripts to save context space, with optional reversible storage for later recovery. Use it when session content is getting too large; if compression fails, continue with the original text.

Scope Framing defines the decision, audience, deliverable, exclusions, and failure modes before research starts. Use it when you need research that stays tied to an operational question.

Skill 1 is a nested skill under cat-a for working with Nix-based agent skills. Use it when organizing or applying a specific subskill in this collection.

Skill 2 is a nested skill under cat-a. Use it when you need a small Nix-based skill organized within a larger agent-skills set.

Test Skill contains the original skill content in a Nix-based skill template. Use it as a simple example or starting point for building Claude Code skills.