how-it-works

by thedotmack 91k Apache-2.0 Updated Aug 18, 2026
how-it-works skill by thedotmack
Social preview for thedotmack/claude-mem

how-it-works is an open-source workflow skill for Claude Code and compatible agents, published by thedotmack. Its author describes it as: “Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".”. The project has 91k stars on GitHub and is available under the Apache-2.0 license. Add it to your setup with `/plugin marketplace add thedotmack/claude-mem`.

What how-it-works does

Every Read, Edit, and Bash that Claude makes turns into a compressed observation. Observations get summarized at session end. Relevant ones get auto-injected into future prompts so the next session starts with context from the last one — no re-explaining the codebase, no re-discovering decisions.

Installation

Add how-it-works to your agent with:

/plugin marketplace add thedotmack/claude-mem

Always review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.

What's inside

The SKILL.md for how-it-works is organised into these sections:

  • What it does
  • When it kicks in
  • Where data lives

When to use it

Reach for how-it-works when you want workflow help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.

Strengths

  • Clear Apache-2.0 license — safe to read and adapt
  • Ships in thedotmack/claude-mem, an established project with 91,126 GitHub stars
  • Actively maintained (recent commits)

Topics

aiai-agentsai-memoryanthropicartificial-intelligencechromadbclaudeclaude-agent-sdkclaude-agentsclaude-codeclaude-code-pluginclaude-skillsembeddingslong-term-memorymem0memory-engineopenmemoryragsqlitesupermemory

Frequently asked questions

What does how-it-works do?
Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".
How do I install how-it-works?
Run /plugin marketplace add thedotmack/claude-mem in your agent, then reload your skills. Review the source at https://github.com/thedotmack/claude-mem before installing.
Is how-it-works free to use?
Yes. how-it-works is free and open source under the Apache-2.0 license, so you can read, run, and adapt it within that license's terms.
Where does how-it-works come from?
how-it-works ships inside thedotmack/claude-mem, a repository that contains 21 catalogued skills in total. The repository's 91,126 GitHub stars apply to that whole collection, not to this skill on its own.

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