mlspace

Plugin mlspace from marketplace mlspace in cloud-ru/mlspace-plugin. Commands read from the repo's manifest — 5 days ago.

Skills (18)

• mlspace-call-deployed-model-predict

  Call a deployed model (sync predict) on Cloud.ru MLSpace. Run a live prediction against a deployed inference service. Uses the mlspace_contexts, mlspace_inference tools.

• mlspace-deploy-inference-service

  Deploy a model image as an inference service on Cloud.ru MLSpace. Deploy an already-built registry image as a new inference service. Write action. Uses the mlspace_docker_registry, mlspace_inference, mlspace_resources tools.

• mlspace-diagnose-data-transfer

  Diagnose a failed / partial data transfer on Cloud.ru MLSpace. Did my data transfer actually fail / land incompletely, and why. Uses the mlspace_data_transfer tools.

• mlspace-diagnose-failed-training-job

  Diagnose a failed / stuck training job on Cloud.ru MLSpace. Why did my training job fail or why is it stuck Pending; or roll up recent failures. Uses the mlspace_jobs, mlspace_jobs_overview tools.

• mlspace-diagnose-job-launch-rejection

  Diagnose a rejected job launch on Cloud.ru MLSpace. Why was my job submit refused (no job created): no quota vs no queue vs PAYG vs wrong name. Uses the mlspace_allocations, mlspace_queue_inspect, mlspace_resources, mlspace_workspaces tools.

• mlspace-diagnose-unhealthy-inference

  Diagnose an unhealthy inference service on Cloud.ru MLSpace. Why is my deployed model returning 5xx / unhealthy (status-level only). Uses the mlspace_inference tools.

• mlspace-discover-launchable-resources

  Discover what you can launch on Cloud.ru MLSpace. Valid instance types, base images and free GPUs in a region before launching. Uses the mlspace_allocations, mlspace_docker_registry, mlspace_queue_inspect, mlspace_resources, mlspace_workspaces tools.

• mlspace-export-database-data

  Export data from PostgreSQL, MySQL, MS SQL, Oracle DB or ClickHouse into an allowed storage destination through Cloud.ru MLSpace. Uses mlspace_data_transfer; resolves the extraction query and format without promising database replication or database-to-database support.

• mlspace-export-nfs-to-s3

  Export datasets, model checkpoints or job results from NFS to S3 on Cloud.ru MLSpace, including Evolution, Advanced and compatible external buckets. Uses mlspace_data_transfer; preserves source files and verifies the destination connector and prefix.

• mlspace-launch-training-job

  Prepare and launch a Cloud.ru MLSpace training or binary job. Resolve workspace, allocation, queue, available instance type and compatible image before confirming submission.

• mlspace-list-running-jobs

  List running / pending jobs on Cloud.ru MLSpace. What's the status of my jobs / what's running or pending. Uses the mlspace_jobs, mlspace_jobs_overview tools.

• mlspace-migrate-s3-to-s3

  Copy or sync between S3 buckets through Cloud.ru MLSpace Data Transfer, including external S3 to Evolution/Advanced and cross-project buckets. Uses mlspace_data_transfer; checks endpoint/bucket identity and destination-specific prerequisites.

• mlspace-resume-notebook-and-set-autoshutdown

  Resume a notebook + set autoshutdown on Cloud.ru MLSpace. Wake a paused Jupyter notebook and set idle autoshutdown to control cost. Write action. Uses the mlspace_notebooks, mlspace_notebooks_overview tools.

• mlspace-setup

  Configure an installed MLSpace plugin, connect Cloud.ru credentials, choose workspaces, or recover an incomplete installation. Use for setup requests or missing credentials, not ordinary workload operations.

• mlspace-stage-s3-to-nfs

  Stage S3 data to NFS (one-off or nightly) on Cloud.ru MLSpace. Copy/sync S3 -> NFS for a GPU job, optionally on a schedule. Write action. Uses the mlspace_data_transfer tools.

• mlspace-transfer-compute-node

  Inspect and transfer a compute node between queues on Cloud.ru MLSpace. Check shared workload before recommending or moving a compute node. Write only on request. Uses the mlspace_contexts, mlspace_notebooks, mlspace_queue_inspect, mlspace_queues tools.

• mlspace-transfer-data

  Plan Cloud.ru MLSpace data movement when the route is not yet chosen, or apply the shared create/update/schedule/verification procedure for mlspace_data_transfer. Route-specific skills cover NFS to NFS, NFS to S3, S3 to NFS, S3 to S3 and database exports.

• mlspace-transfer-nfs-to-nfs

  Copy or sync NFS data on Cloud.ru MLSpace between regions, storage variants or workspaces, including Personal Directory and shared NFS. Uses mlspace_data_transfer; verifies both locations and the directed route before writing.

MCP servers (1)

• mlspace

  runs: uvx --python >=3.10 --from ${CLAUDE_PLUGIN_ROOT} mlspace-plugin --transport stdio

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