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ask-zilliz

Skill

Zilliz Cloud onboarding and usage assistant. Helps users understand Zilliz Cloud, choose the right plan, estimate costs, write code, debug issues, and adopt new features like Functions, Volumes, and Global Clusters. Use this skill whenever the user asks about Zilliz Cloud — including plan selection,

0Debugging

Install

git clone https://github.com/zilliztech/zilliz-plugin.git ~/.claude/skills/ask-zilliz

What is ask-zilliz?

Zilliz Cloud onboarding and usage assistant. Helps users understand Zilliz Cloud, choose the right plan, estimate costs, write code, debug issues, and adopt new features like Functions, Volumes, and Global Clusters. Use this skill whenever the user asks about Zilliz Cloud — including plan selection, pricing, cost estimation, capacity planning, cluster configuration, SDK usage, schema design, search patterns, migration, troubleshooting, MCP server setup, Terraform, auto-scaling, metrics/alerts, backup/restore, or any "how do I do X with Zilliz Cloud" question. Also trigger when the user mentions keywords like: "Zilliz", "zilliz cloud", "vector database", "which plan", "serverless vs dedicated", "CU", "vCU", "Milvus cloud", "pymilvus", "collection", "embedding function", "hybrid search", "rerank", "BM25", "global cluster", "BYOC", "tiered storage", "volume", "data import", "MCP server", "partition key", or error messages from Zilliz Cloud.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~238 tokens of context used while enabled, before you invoke anything

Documentation

README · ~15 min read

Ask Zilliz — Zilliz Cloud Assistant

Help users understand, choose, build on, and operate Zilliz Cloud. Adapt your depth to who's asking.

0. Detect User Level and Adapt

Before answering, assess the user's experience from their language and question:

SignalLevelHow to Adapt
"What is a vector database?", no code contextBeginnerExplain concepts first, use analogies, suggest Free cluster to try, link to docs
Has code, asks "how to connect/create collection"Getting StartedGive copy-paste code, walk through schema choices, guide toward Dedicated for production
Mentions CU sizing, QPS, partition keys, productionExperiencedSkip basics, focus on optimization, trade-offs, architecture patterns

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