Data Context Extractor
技能 活跃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.
To help data analysts quickly generate and maintain company-specific data analysis skills by capturing and codifying their tribal knowledge.
功能
- Generates company-specific data analysis skills
- Extracts tribal knowledge from analysts
- Supports bootstrap and iteration modes
- Discovers schemas and asks targeted questions
- Generates reference files for entities, metrics, and tables
使用场景
- Creating a new data context skill for a company's warehouse
- Adding domain-specific context to an existing data skill
- Standardizing data terminology and metric definitions
- Improving data analysis query patterns for a specific company
非目标
- Directly querying user data warehouses
- Replacing experienced data analysts
- Providing generic, non-company-specific data analysis templates
Trust
- warning:Issues Attention29 issues opened and 4 closed in the last 90 days, indicating a low closure rate and potentially slow response times from maintainers.
安装
请先添加 Marketplace
/plugin marketplace add anthropics/knowledge-work-plugins/plugin install data@knowledge-work-plugins质量评分
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