data-context-extractor
CommunityBuild custom data analysis skills.
Author8GG-Git
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation and refinement of data analysis skills tailored to a company's specific data warehouse, terminology, and query patterns, bridging the gap between raw data and actionable insights.
Core Features & Use Cases
- Skill Generation (Bootstrap Mode): Discovers schemas, asks targeted questions about entities and metrics, and generates a new, company-specific data analysis skill with reference files.
- Skill Improvement (Iteration Mode): Adds domain-specific context, tables, and metrics to existing data skills by loading current documentation and performing targeted discovery.
- Use Case: A data analyst needs to create a new skill for their company's Snowflake data warehouse. They use the "Create a data context skill" trigger, and the Skill guides them through connecting to Snowflake, identifying key tables, defining metrics like ARR, and documenting common query patterns, resulting in a ready-to-use data analysis skill.
Quick Start
Use the data-context-extractor skill to create a new data context skill for our BigQuery warehouse.
Dependency Matrix
Required Modules
None requiredComponents
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: data-context-extractor Download link: https://github.com/8GG-Git/knowledge-work-plugins/archive/main.zip#data-context-extractor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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