nemo-relay-plugin-build

작성자: nvidia

Use this skill when building or packaging reusable NeMo Relay runtime behavior as an embedded configuration component or a manifest-backed `rust_dynamic`…

npx skills add https://github.com/nvidia/skills --skill nemo-relay-plugin-build

Build a Plugin

Use this skill when a user wants to package reusable NeMo Relay runtime behavior behind plugin configuration. Keep reusable plugin behavior separate from one-off application startup code.

Use This When

Use this skill when the behavior should be activated by shared config and reused across applications, teams, or process startup paths.

Common cases:

  • Register subscribers, guardrails, intercepts, or a small bundle of related runtime behavior.
  • Validate operator-supplied config before changing runtime behavior.
  • Give reusable behavior a stable plugin kind and activation lifecycle.
  • Package behavior that should be enabled, disabled, or rolled out through plugin config rather than repeated application startup code.

Do Not Use This When

Do not build a plugin when a narrower NeMo Relay surface is enough:

  • One request or tenant needs temporary behavior -> use scope-local middleware.
  • The user only needs first-time scopes, tool calls, or LLM calls -> nemo-relay-instrument-calls.
  • The user only needs to choose an exporter path -> nemo-relay-plugin-observability.
  • The behavior depends on live callables, provider clients, file handles, credentials, or framework objects inside config.

Choose A Delivery Model

Choose the delivery model before designing config or registration:

  • Embedded component: Use the shared plugin document when behavior ships with the Relay host application. Follow the embedded component model below.
  • Discoverable dynamic package: Use a relay-plugin.toml manifest when the plugin ships independently of the host. Use rust_dynamic for a trusted in-process native Rust library, or worker for a local grpc-v1 worker. Read the public native dynamic-plugin or gRPC worker guide before designing the package boundary. Do not reproduce native ABI or worker-protocol details from memory.

Native plugins are trusted C-ABI extensions that run in the Relay process and are not sandboxed. Worker plugins provide process isolation, not a security sandbox.

Embedded Component Model

  • Plugins package reusable process-level behavior.
  • A plugin exposes a stable kind string and receives component-local config from a shared plugin document.
  • Plugin config must be JSON-compatible across Rust, Python, Node.js, files, tests, and deployment systems.
  • Validation is deterministic and side-effect free. It inspects config and returns structured diagnostics before runtime behavior changes.
  • Registration runs after validation and installs real behavior through PluginContext, such as subscribers, guardrails, request intercepts, execution intercepts, or stream execution intercepts.
  • PluginContext gives the plugin system enough ownership to qualify runtime names and roll back partial setup when activation fails.
  • Disabled components should still validate when possible so operators can find config problems before rollout.

Default Path

  1. Decide whether a plugin is actually needed. Prefer direct instrumentation or scope-local behavior when the use case is not reusable process-level behavior.
  2. Choose an embedded component or a discoverable dynamic package. For a dynamic package, establish the manifest-backed native or worker boundary before implementing behavior.
  3. For native dynamic plugins, determine the target Relay version from the package constraint, lockfile, or deployment target before choosing callback APIs.
  4. Pick one first runtime surface: subscriber-oriented export, sanitize guardrail, conditional guardrail, request intercept, execution intercept, or stream execution intercept.
  5. Choose a stable plugin kind and the smallest JSON-compatible config shape.
  6. Define diagnostics for missing fields, unsupported values, unknown fields, unsafe config, and invalid field combinations.
  7. Validate config before initialization. Validation must not open network connections, create clients, register middleware, or mutate process state.
  8. If validation returns error diagnostics, return them and stop without initialization or registration.
  9. Register runtime behavior through PluginContext, not by hand-registering global behavior inside application startup.
  10. Test activation, disabled components, validation failures, and registration failure rollback.
  11. Document how to enable the plugin, what config fields are supported, and how to roll back the component.
  12. For a dynamic plugin that should provide structured fields in nemo-relay plugins edit, declare the config_schema capability and reference a local Draft 7 or Draft 2020-12 JSON Schema file from [config_schema].path in relay-plugin.toml. Schema-less plugins remain editable as raw JSON objects.

Config Shape

The top-level plugin document contains version, components, and policy. Each component supplies the plugin kind, enabled, and component-local config:

{
  "version": 1,
  "components": [
    {
      "kind": "redaction-policy",
      "enabled": true,
      "config": {
        "preset": "strict"
      }
    }
  ],
  "policy": {
    "unknown_component": "warn",
    "unknown_field": "warn",
    "unsupported_value": "error"
  }
}

Keep business logic in plugin code, not in config. Use references to secrets or endpoints rather than embedding sensitive values.

Binding Pointers

  • Python: nemo_relay.plugin
  • Node.js: nemo-relay-node/plugin
  • Rust: nemo_relay::plugin
  • Go and raw FFI are source-first or advanced surfaces.

Use the same canonical snake_case config keys across bindings and files. Node helper functions can be camelCase, but plugin config objects remain snake_case.

Dynamic Package Essentials

Keep the manifest package contract separate from the operator's plugin document. The manifest must declare the lane-specific kind and load contract, a normal SemVer Relay compatibility range, artifact integrity, and only the capabilities the plugin needs. Use a local config_schema only when structured CLI editing is needed.

Native Version Compatibility

Choose the native callback model from the target Relay version; do not present the 0.8 SDK as source-compatible with 0.7:

  • Relay 0.7: Keep typed Rust middleware callbacks synchronous. Use the raw native ABI v3 completion-based registration path only when asynchronous work is required, and constrain the manifest to compat.relay = ">=0.7,<0.8".
  • Relay 0.8: Return futures through the typed Rust SDK and constrain the manifest to compat.relay = ">=0.8.0,<1.0". The SDK runs typed middleware on an SDK-owned Tokio executor; subscribers and raw synchronous ABI registrations remain synchronous. Do not block executor workers. Scope context does not automatically propagate to tasks created with tokio::spawn, and teardown must stop new callbacks and drain accepted work before unload.

The 0.8 typed SDK lets native components configure its executor with a positive executor.worker_threads value. When their manifest exposes a config_schema, include that SDK-owned object and field in the schema. For native ABI details, callback settlement or cancellation, and the full worker protocol, use the relevant public dynamic-plugin guide rather than expanding this skill.

Failure Modes To Avoid

  • Do not put callables, clients, credentials, framework objects, file handles, or caches in plugin config.
  • Do not perform runtime registration during validation.
  • Do not skip validation for disabled components.
  • Do not register directly through global startup code when PluginContext should own the runtime behavior.
  • Do not combine unrelated subscribers, request transforms, and policy checks in the first plugin unless one config document clearly owns the bundle.
  • Do not export raw production payloads or secrets. Add telemetry sanitization before data leaves the process.
  • Do not ignore partial activation failures. Roll back or surface a clear diagnostic.
  • Do not treat native process isolation as a security boundary, or claim that a worker is sandboxed.
  • Do not apply the 0.8 typed-async callback contract to Relay 0.7, or the 0.7 raw completion contract to typed 0.8 middleware.
  • Do not block the 0.8 SDK-owned executor.

Validation Checklist

  • Stable plugin kind chosen.
  • Delivery model selected: embedded component, rust_dynamic, or worker.
  • Config shape is JSON-compatible and uses snake_case.
  • Required fields and unsupported values produce stable diagnostics.
  • Unknown fields follow the configured policy.
  • Disabled components still report config problems where possible.
  • Initialization installs behavior through PluginContext.
  • A forced registration failure does not leave partial runtime behavior active.
  • Docs or examples show how to enable and roll back the plugin.
  • Dynamic plugins that need structured CLI editing package a valid local JSON Schema and declare config_schema in relay-plugin.toml.
  • Dynamic manifests validate their lane-specific kind, load contract, SemVer compatibility, integrity, and disabled-record behavior.
  • Native callback APIs and compatibility constraints match the target Relay version: synchronous typed callbacks and raw ABI v3 completion work for 0.7; typed async SDK middleware and executor configuration for 0.8.
  • Async native paths cover cancellation, settlement, and drain-before- unload behavior.

Use Another Skill When

  • You only need to wrap direct tool or LLM calls -> nemo-relay-instrument-calls
  • You need to set up traces or exporters without packaging a plugin -> nemo-relay-plugin-observability
  • You need to debug plugin activation, missing events, or load failures -> nemo-relay-debug-runtime-integration

nvidia의 다른 스킬

compileiq-debug
nvidia
무언가 잘못되었을 때 사용: Search()가 멈추거나, 모든 평가가 INVALID_SCORE를 반환하거나, 점수가 개선되지 않거나, 모든 설정이 동일한 숫자를 반환하거나, ptxas 오류 등이 발생할 때
create-github-pr
nvidia
gh CLI를 사용하여 GitHub 풀 리퀘스트를 생성합니다. 사용자가 새 PR을 만들거나, 코드 리뷰를 제출하거나, 풀 리퀘스트를 열고자 할 때 사용합니다. 트리거 키워드 -…
nemoclaw-maintainer-cross-issue-sweep
nvidia
다른 열린 이슈들을 스캔하여 주어진 PR이 함께 수정하거나 실수로 망가뜨릴 수 있는 이슈를 찾습니다. 인접 수정 기회와 모순 위험을 file:line…과 함께 출력합니다.
fhir-basics
nvidia
에이전트에게 FHIR R4 API의 작동 방식, 사용 가능한 리소스, 검색 매개변수를 사용한 쿼리 방법, 모든 응답 형식을 올바르게 파싱하는 방법을 가르칩니다…
compileiq-validate-result
nvidia
검색이 완료된 후, 속도 향상을 청구하거나 ACF를 발송하기 전에 사용합니다. dump_results CSV를 로드하고, 상위 K개 후보(단일 목표)를 추출합니다…
changelog-audit
nvidia
릴리스 전에 Warp CHANGELOG.md를 감사합니다: 누락된 항목 복구, 사용자 영향별 정렬, 항목 언어 다듬기, 줄 바꿈, (릴리스 브랜치 모드) 비교 업데이트…
maintain-dynamic-plugins
nvidia
NeMo Relay 동적 플러그인 로더, 매니페스트, Rust 네이티브 SDK, gRPC 워커 프로토콜, Python 워커 SDK, 문서, 테스트 및 릴리스 워크플로 커버리지를 유지 관리합니다.
dgx-diagnose
nvidia
일반적인 DGX Station GB300 문제 진단 — CUDA 충돌, 잘못된 GPU 타겟팅, vLLM/SGLang 컨테이너 버그, MIG 상태 문제, NVLink/Fabric Manager 오류,…