mcpbeat

Ac Memory Manager

majiayu000/ac-memory-manager

Manage persistent memory for autonomous coding. Use when storing/retrieving knowledge, managing Graphiti integration, persisting learnings, or accessing episodic memory.

442 tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
532
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/majiayu000/claude-skill-registry --skill ac-memory-manager

What comes with it

807 bytes besides the instruction
metadata.json

The instruction itself

6 sections, as written by the author

AC Memory Manager

Manage persistent memory using Graphiti for cross-session knowledge.

Purpose

Integrates with Graphiti memory system to store and retrieve knowledge, enabling learning across sessions and projects.

Quick Start

from scripts.memory_manager import MemoryManager

memory = MemoryManager(project_dir)
await memory.store("auth patterns", {"jwt": True, "session": False})
knowledge = await memory.retrieve("authentication")

Memory Types

  • Episodic: Past events and experiences
  • Semantic: Facts and knowledge
  • Procedural: Learned skills and patterns

Integration

Uses Graphiti + LadybugDB for persistent storage.

API Reference

See scripts/memory_manager.py for full implementation.

How to use it

Copy the folder

Take majiayu000/ac-memory-manager from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.