mcpbeat

Agent Memory Systems

comeonoliver/agent-memory-systems

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them. Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets. The field is fragm

3k tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
2
copies elsewhere
how many repositories repackaged it
59
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/ComeOnOliver/skillshub --skill agent-memory-systems

Repackaged in 2 other repositories

same content, different owner
agent-skills-hub/agent-skills-hub open on GitHub →
majiayu000/claude-skill-registry open on GitHub →

How to use it

Copy the folder

Take comeonoliver/agent-memory-systems 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.