contribute-integration

# 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`