kartik-mem0
49df324d99
Commita488e1904deleted mem0/graphs/ and mem0-ts/src/oss/src/graphs/ when the v3 pipeline landed, and3f717e545reframed the docs as Platform-only, but the agent-facing context files were never updated. Agents reading them still believe OSS graph memory exists and propose graph_store config that cannot work. - AGENTS.md: drop graphs/ from the directory map and dependency tree, correct the provider table (4 categories, not 5; LLMs 24->18, vector stores 30->25, embeddings 15->12), and rewrite the Graph Memory section as Platform-only - skills: replace the OSS graph-memory prompt example and stop indexing /open-source/features/graph-memory, which 404s; also fix four other SECTION_MAP paths that no longer resolve - mem0/exceptions.py: DependencyError example referenced kuzu/graph_store - tests/test_telemetry.py: drop four mock_memory.config.graph_store lines; graph_store is not a MemoryConfig field and telemetry never reads it - CONTRIBUTING.md: add the three missing release tag prefixes (opencode-v*, pi-agent-v*, n8n-nodes-mem0-v*) and note Zapier deploys off-registry
Mem0 Skills for AI Coding Assistants
Mem0 ships structured skill definitions for Claude Code, Codex, Cursor, OpenCode, OpenClaw, and any assistant that supports the skills standard. Skills teach the assistant how to work with Mem0 — either by loading SDK knowledge into context, or by executing an end-to-end workflow on demand.
Two Categories
Reference skills — always on
Installed once, loaded into context so the assistant writes correct Mem0 code. Use these for day-to-day development.
| Skill | Surface | Install |
|---|---|---|
mem0 |
Python + TypeScript SDKs (Platform + OSS), framework integrations | npx skills add https://github.com/mem0ai/mem0 --skill mem0 |
mem0-cli |
Terminal workflows (mem0 CLI, both Node and Python) |
npx skills add https://github.com/mem0ai/mem0 --skill mem0-cli |
mem0-vercel-ai-sdk |
@mem0/vercel-ai-provider and createMem0 |
npx skills add https://github.com/mem0ai/mem0 --skill mem0-vercel-ai-sdk |
Pipeline skills — run on demand
Invoked as a slash command to execute a specific end-to-end workflow. These do real work: they create branches, write tests, run code.
| Skill | Trigger | Install |
|---|---|---|
mem0-integrate |
/mem0-integrate — wire Mem0 into an existing repo via TDD |
npx skills add https://github.com/mem0ai/mem0 --skill mem0-integrate |
mem0-test-integration |
/mem0-test-integration — verify what /mem0-integrate produced |
npx skills add https://github.com/mem0ai/mem0 --skill mem0-test-integration |
mem0-oss-to-platform |
/mem0-oss-to-platform — migrate a project from Mem0 OSS to the hosted Platform SDK |
npx skills add https://github.com/mem0ai/mem0 --skill mem0-oss-to-platform |
The mem0-integrate and mem0-test-integration skills are designed to run in sequence on the same workspace:
/mem0-integrate → mem0-integrate/<slug> branch + .mem0-integration/ artifacts
/mem0-test-integration → scorecard (compile + runtime verification, real API smoke test)
Choosing a Skill
- Writing Mem0 code in a new or existing project? →
mem0 - Using the terminal CLI? →
mem0-cli - Building with
@ai-sdk/*? →mem0-vercel-ai-sdk - Want the assistant to wire Mem0 into an existing repo for you? →
mem0-integrate, thenmem0-test-integration - Already using Mem0 OSS and want to move to the hosted Platform? →
mem0-oss-to-platform
Links
- Vibecoding with Mem0 — canonical landing page
- Claude Code integration
- Mem0 Platform Dashboard
- Mem0 Documentation
License
Apache-2.0