data-context-extractor

A meta-skill that extracts company-specific data knowledge from analysts and generates tailored data analysis skills.

Use when: User wants to create a new data context skill for their warehouse.

Use data warehouse tools (query and schema) to connect. If unclear, check available MCP tools in the current session.

Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns. Source: anthropics/knowledge-work-plugins.