zilliztech

Use when the user wants to create, list, load, release, or drop partitions in a Milvus collection.

Use when the user wants to check usage, view invoices, or manage payment methods on Zilliz Cloud.

Use when the user wants to import bulk data into a Milvus collection via Zilliz Cloud import jobs, or manage import stages (pre-uploaded file holders that import jobs reference).

Use when the user wants to set up, install, authenticate, or configure the Zilliz Cloud CLI and cluster context for the first time (one-shot onboarding).

Use when the user wants to check cluster status, collection statistics, load states, or get an overview of their Zilliz Cloud resources.

Use when the user needs to install zilliz-cli, log in to Zilliz Cloud, configure credentials, or set the active cluster context. Also use when any other skill reports a missing prerequisite.

Use when the user wants to create, list, describe, or drop databases in Milvus.

Use when the user wants to create, list, describe, or delete an on-demand (Vector Lake / VectorLake) cluster. On-demand clusters auto-suspend after an idle TTL and are intended for ad-hoc query workloads against a Vector Lake.

Use when the user wants to list available PrivateLink endpoint services, list/create/delete PrivateLink endpoints for a project, or manage the endpoint whitelist on Zilliz Cloud.

Use when the user wants a comprehensive overview of their current Zilliz Cloud environment — context, cluster details, databases, and collections with stats.

Use when the user reports that a Zilliz Cloud cluster or Milvus collection is unhealthy, slow, stuck, returning errors, hitting quotas, or otherwise misbehaving — or when they ask "what's wrong with...", "why is ... slow", "diagnose ...", "troubleshoot ...".

Use when the user wants to manage database users, roles, passwords, or access privileges in Milvus.