01
It starts by itself
you ask to integrate. Runs in Claude Code routine.
- ↻ you ask to integrate
/mem0-integrate
mem0ai · 397 installsMem0 Integrate skill
Runs by itself, you ask to integrate.
Mem0 added behind a feature flag.
Install the Mem0 Integrate skill and make it a habit: follow https://gethabit.dev/skills/mem0ai/mem0-integrate.md
- 1Copy
- 2Paste into Claude Code, Codex or Cursor
- 3It runs by itself
397 installs68K starsApache-2.0 licenceSource on GitHub ↗
Mem0 Integrate
by mem0ai · 397 installs
The skill
The mem0 integrate skill adds Mem0 memory to an existing Python or TypeScript backend with a test-first pipeline, approval gates and a feature flag.
Only when you ask.
The habit
Mem0 added behind a feature flag.
↻ Runs by itselfyou ask to integrate
How the habit works.
You don't have to.
When does it start? How does it check its work? What does it remember?
One run, step by step.
Then it stops.
Stops after one repo per run: 3 rejections per gate, 3 review loops, 3 heal attempts per category unless --heal-max says otherwise.
- 01
Check preconditions
Your agent refuses to start on a dirty repo, an unknown language or a frontend-only repo.
- 02
Read the repo
It detects the language, writes repo-summary.md and you pick a backend surface.
- 03
Pick product
It recommends Platform or OSS, checks MEM0_API_KEY or OPENAI_API_KEY, and fetches the canonical docs.
- 04
Goal and plan
It writes goal.md and plan.md with the delegated skill, and you approve each one.
- 05
Tests first
It writes failing write and read tests in the repo's own framework.
- 06
Implement
A fresh subagent builds the change and the diff is reviewed against plan.md and goal.md.
- 07
Commit
It commits on a mem0-integrate branch in four separate commits and never pushes.
- 08
Heal
It runs /mem0-test-integration --ci and fixes failures with a bounded subagent, or stops on a pre-existing failure.
What it may do.
Nothing more.
It writes only in its own folder and asks you before anything goes out.
- Writes only in.mem0-integration/**, .gitignore, repo source tree on a local feature branch
- Talks todocs.mem0.ai, mcp.mem0.ai, raw.githubusercontent.com, github.com
- Sendsnothing
- Your OKIt asks you before anything goes out.
Is it for you?
Use it when it fits.
Read both lists. If the left one sounds like you, the Mem0 Integrate skill helps.
Use it when
- ✓ adding Mem0 memory to an existing repo
- ✓ you want an opt-in, flagged integration
- ✓ you need reviewable separate commits
Skip it when
- – the repo is frontend only
- – you only want general Mem0 SDK usage
Mem0 Integrate skill, answered.
Does it open a pull request?
No. It commits locally on a feature branch and stops. You push and open the PR.
What if my repo already has memory?
Mem0 sits next to it behind a flag. With the flag unset the repo behaves as before.
How do I install the Mem0 Integrate skill?
Copy the prompt at the top into your agent. It installs the skill from mem0ai/mem0 and sets up the habit. Or run npx skills add mem0ai/mem0 --skill mem0-integrate.
Is the Mem0 Integrate skill free?
Yes. It is published under Apache-2.0. Habit is free too.
Mem0 Integrate. Now as a habit.
Install the Mem0 Integrate skill and make it a habit: follow https://gethabit.dev/skills/mem0ai/mem0-integrate.md
All mem0ai skills →More code skills →
Works in
- Claude Code
- Codex
- Cursor
- ChatGPT
- Claude app
Made by mem0ai, published under Apache-2.0. Habit links to the original and never changes it. Is this your skill?