ContextQMD
Back to Mem0

mem0-integrate — Pipeline Skill

skills/mem0-integrate/README.md

2.0.23.5 KB
Original Source

mem0-integrate — Pipeline Skill

Wire Mem0 into an existing repository end-to-end, using a goal-driven, test-first pipeline.

This is a pipeline skill, not a reference skill. Invoke it as /mem0-integrate when you want your assistant to do the work of integrating Mem0 into a target repo. For day-to-day SDK coding help, install mem0 instead.

Part of the Mem0 Skill Graph:

What This Skill Does

When invoked, your assistant will:

  • Detect the target repo's language and stack automatically
  • Ask whether to integrate with Mem0 Platform (managed) or Mem0 Open Source (self-hosted)
  • Write failing tests first — no implementation until tests exist
  • Keep the integration additive and feature-flagged — existing behavior stays byte-for-byte identical when the flag is unset
  • Produce a local feature branch (mem0-integrate/...) and a .mem0-integration/ directory of artifacts (goal.md, plan.md, product.json) consumed by the companion verification skill

When to Use

Trigger phrases:

  • "Integrate Mem0 into this repo"
  • "Add Mem0 to my project"
  • "Wire Mem0 into <repo>"
  • "How do I add memory to an existing project?"

Do not use this skill for general SDK usage (install mem0), terminal workflows (install mem0-cli), or Vercel AI SDK integration (install mem0-vercel-ai-sdk).

Installation

CLI (Claude Code, Codex, OpenCode, OpenClaw, or any tool that supports skills)

bash
npx skills add https://github.com/mem0ai/mem0 --skill mem0-integrate

For verification on the same branch, also install the companion skill:

bash
npx skills add https://github.com/mem0ai/mem0 --skill mem0-test-integration

Claude.ai

  1. Download this skills/mem0-integrate folder as a ZIP
  2. Go to Settings > Capabilities > Skills
  3. Click Upload skill and select the ZIP

Claude API (Skills API)

bash
curl -X POST https://api.anthropic.com/v1/skills \
  -H "x-api-key: $ANTHROPIC_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"name": "mem0-integrate", "source": "https://github.com/mem0ai/mem0/tree/main/skills/mem0-integrate"}'

Prerequisites

  • A Mem0 Platform API key (get one) or a working OSS setup (LLM + vector store)
  • Python 3.10+ or Node.js 18+ in the target repo
  • A clean working tree on the target repo's default branch

Workflow

/mem0-integrate          →  creates mem0-integrate/<slug> branch,
                            writes .mem0-integration/ artifacts,
                            implements against failing tests
/mem0-test-integration   →  runs the repo's native test suite,
                            executes a real end-to-end smoke flow,
                            produces a scorecard

The two skills are loosely coupled — they share the same workspace and branch via .mem0-integration/, but the verifier never modifies source.

License

Apache-2.0