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query-expert

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Query Snowflake with AI-powered insights.

Data & Analytics#semantic search#data analysis#sql#data discovery#snowflake#querying
Authorabhiroopb
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill simplifies complex SQL querying on Snowflake by leveraging semantic search over historical queries, table metadata, and domain knowledge, making data discovery and analysis accessible to users of all skill levels.

Core Features & Use Cases

  • Discover Tables: Find relevant tables based on natural language descriptions.
  • Search Historical Queries: Learn from expert query patterns and JOIN logic.
  • Execute SQL: Run SQL queries directly against Snowflake with SSO authentication.
  • Check Permissions: Verify access to tables and get URLs for requesting access.
  • Browse Knowledge: Access brand and domain-specific context for better query understanding.
  • Use Case: A product manager needs to understand user engagement trends. They can ask the Skill to "Find tables related to user activity" and then "Search for queries about daily active users," finally executing a refined SQL query to get the data.

Quick Start

Use the query expert skill to find tables related to payment transactions.

Dependency Matrix

Required Modules

databricks-sdksnowflake-connector-python

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: query-expert
Download link: https://github.com/abhiroopb/synthetic-mind/archive/main.zip#query-expert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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