how-it-works

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?".

by thedotmack 94k GitHub stars Apache-2.0 Updated Sep 20, 2026
↑ GrowingActive Workflow Claude Code
how-it-works skill by thedotmack
Social preview for thedotmack/claude-mem

Overview

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 94k 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.

Best for

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

Installation

Add how-it-works to your agent with:

/plugin marketplace add thedotmack/claude-mem

Review a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.

Supported agents

  • Claude Code — ships a claude code plugin marketplace

License

how-it-works is published under the Apache-2.0 license.

Strengths

  • Clear Apache-2.0 license — safe to read and adapt within its terms
  • Ships in thedotmack/claude-mem, an established project with 94,378 GitHub stars
  • Works with Claude Code
  • Actively maintained — repository updated in the last 30 days
  • Its repository gained 5,269 GitHub stars over the last 52 days

Author

thedotmack 25 skills in the catalog · GitHub profile ↗
View skills

Topics

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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.
Which agents does how-it-works work with?
how-it-works lists Claude Code — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
Where does how-it-works come from?
how-it-works ships inside thedotmack/claude-mem, a repository that contains 25 catalogued skills in total. The repository's 94,378 GitHub stars apply to that whole collection, not to this skill on its own.

openclaw is an open-source workflow skill for Claude Code and compatible agents, published by thedotmack. It packages reusable instructions an agent loads on demand to help with workflow tasks. The project has 94k stars on GitHub and is available under the Apache-2.0 license. Add it to your setup with `/plugin marketplace add thedotmack/claude-mem`.

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94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

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94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.

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94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.

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94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free

Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "sync status", or wants their memory database backed up or synced to their cmem.ai account.

↑ GrowingActive Claude Code
94k GitHub stars Apache-2.0 Updated Sep 20, 2026 Free