> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Deployment and Operations Skills

These skills act on a running or intended cluster: deploying a recipe, starting a router,
validating the interconnect fabric, and troubleshooting unhealthy workloads.

Prompts that reach them: "Deploy the Qwen3 32B FP8 recipe on my cluster and smoke-test the
endpoint," or "My prefill pods are restarting after a rolling update. Find out why."

| Skill                                                                                                                 | Use for                                                                                                                                                                                  |
| --------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`deploy-dynamo-recipe`](https://github.com/ai-dynamo/dynamo/tree/main/.agents/skills/deploy-dynamo-recipe)           | Deploy an assigned DynamoGraphDeployment and verify it with an OpenAI-compatible smoke test.                                                                                             |
| [`dynamo-interconnect-check`](https://github.com/ai-dynamo/dynamo/tree/main/.agents/skills/dynamo-interconnect-check) | Validate NIXL, Unified Communication X (UCX), and NVIDIA Collective Communications Library (NCCL) readiness for disaggregated serving over remote direct memory access (RDMA) or NVLink. |
| [`dynamo-router-starter`](https://github.com/ai-dynamo/dynamo/tree/main/.agents/skills/dynamo-router-starter)         | Start or patch round-robin, KV-aware, least-loaded, or device-aware routing and run endpoint checks.                                                                                     |
| [`troubleshoot-dynamo`](https://github.com/ai-dynamo/dynamo/tree/main/.agents/skills/troubleshoot-dynamo)             | Diagnose failed or unhealthy deployments, pods, model caches, workers, endpoints, or benchmark jobs.                                                                                     |