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mem0-oss-to-platform — Pipeline Skill

skills/mem0-oss-to-platform/README.md

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mem0-oss-to-platform — Pipeline Skill

Migrate a project from the Mem0 Open Source (self-hosted) SDK to the Mem0 Platform (hosted) SDK, end to end. The skill audits where Mem0 is used, writes a reviewable migration plan, and executes it after you approve.

This is a pipeline skill, not a reference skill. Invoke it when you want your agent to migrate an existing project's Mem0 integration from OSS to the Platform. 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:

  • Discover every place Mem0 is used in the project — imports, client init, config blocks, call sites, dependencies, env, and local infra
  • Verify the exact API against the installed SDK rather than guessing
  • Map each OSS Memory usage to its hosted MemoryClient equivalent (Python and TypeScript)
  • Flag everything that isn't a clean 1:1 and needs a human decision
  • Write a reviewable MEM0_MIGRATION_PLAN.md, then execute it after you approve — strictly scoped to the Mem0 integration, with no unrelated refactors

When to Use

Trigger phrases:

  • "Migrate my Mem0 setup to the Platform"
  • "Switch from self-hosted Mem0 to MemoryClient"
  • "Use my Mem0 API key instead of a local Qdrant"
  • "Move Mem0 to the hosted/managed service"

Do not use this skill for general SDK usage (install mem0), or to add Mem0 to a repo that doesn't use it yet (use mem0-integrate).

Installation

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

bash
npx skills add https://github.com/mem0ai/mem0 --skill mem0-oss-to-platform

Claude.ai

  1. Download this skills/mem0-oss-to-platform 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-oss-to-platform", "source": "https://github.com/mem0ai/mem0/tree/main/skills/mem0-oss-to-platform"}'

Prerequisites

  • A Mem0 Platform API key (get one)
  • An existing project that uses the Mem0 OSS SDK

Workflow

(invoke skill)  →  audits the repo's Mem0 usage,
                   writes MEM0_MIGRATION_PLAN.md,
                   stops for your review
(approve)       →  executes the plan and verifies
                   (compile/import, real-API smoke test)

License

Apache-2.0