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Skills/thedotmack/claude-mem/how-it-works
how-it-works logo

how-it-works

thedotmack/claude-mem
2K installs82K stars
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Installation

npx skills add https://github.com/thedotmack/claude-mem --skill how-it-works

Summary

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?".

SKILL.md

How claude-mem works

What it 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.

When it kicks in

Memory injection starts on your second session in a project.

The first session in a fresh project seeds memory; subsequent sessions receive auto-injected context for relevant past work. Run /learn-codebase if you want to front-load the entire repo into memory in a single pass (~5 minutes, optional).

Where data lives

Everything stays in ~/.claude-mem on this machine.

Nothing leaves your machine except calls to whichever AI provider you configured for compression (Claude / OpenRouter / Gemini). The SQLite database, vector index, logs, and settings all live under that directory and are removed cleanly on npx claude-mem uninstall.

Score

0–100
65/ 100

Grade

C

Popularity17/30

1,783 installs — growing adoption. Source repo has 82,311 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

How It Works skill score badge previewScore badge

Markdown

[![How It Works skill](https://www.remoteopenclaw.com/skills/thedotmack/claude-mem/how-it-works/badges/score.svg)](https://www.remoteopenclaw.com/skills/thedotmack/claude-mem/how-it-works)

HTML

<a href="https://www.remoteopenclaw.com/skills/thedotmack/claude-mem/how-it-works"><img src="https://www.remoteopenclaw.com/skills/thedotmack/claude-mem/how-it-works/badges/score.svg" alt="How It Works skill"/></a>

How It Works FAQ

How do I install the How It Works skill?

Run “npx skills add https://github.com/thedotmack/claude-mem --skill how-it-works” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the How It Works skill 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?". The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the How It Works skill free?

Yes. How It Works is a free, open-source skill published from thedotmack/claude-mem. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does How It Works work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so How It Works works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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