Contribute A Framework Integration

Companion Guidance

Use karpathy-guidelines alongside this skill for implementation or review work. Keep changes scoped, surface assumptions, and define focused validation before editing.

Use this skill when contributing an integration with a framework or plugin such as LangChain, LangGraph, Deep Agents, or OpenClaw through its public APIs.

Default Guidance

• Keep NeMo Relay optional
• Use stable, documented framework or plugin APIs
• Wrap tool and LLM paths at the correct framework boundary
• Preserve the framework's original behavior when NeMo Relay is absent

Checklist

• Integration pattern follows docs/integrate-into-frameworks/adding-scopes.mdx
• Integration uses public framework or plugin APIs
• Managed tool adapters return ToolExecutionResult to Relay and unwrap

.result only at the framework boundary; opaque annotations are preserved through forwarding execution intercepts

• Relevant integration tests or smoke path pass
• Docs updated if activation or usage changed

References

• docs/integrate-into-frameworks/about.mdx
• validate-change