data-context-extractor Skill
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 ques Published by anthropics in knowledge-work-plugins.
What is data-context-extractor Skill?
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 ques Published by anthropics in knowledge-work-plugins. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Database workflows
- Data analysis
- Database workflows use cases
- Data analysis use cases
Technical details
- Install or run with Copy skill directory
When to use data-context-extractor Skill
- Use it for database workflows.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: anthropics
- Repository: anthropics/knowledge-work-plugins
- Skill file: data/skills/data-context-extractor/SKILL.md
What it does
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 ques
Skill instructions
Data Context Extractor A meta-skill that extracts company-specific data knowledge from analysts and generates tailored data analysis skills. How It Works This skill has two modes: 1. Bootstrap Mode: Create a new data analysis skill from scratch 2. Iteration Mode: Improve an existing skill by adding domain-specific reference files --- Bootstrap Mode Use when: User wants to create a new data context skill for their warehouse. Phase 1: Database Connection & Discovery Step 1: Identify the database type Ask: "What data warehouse are you using?" Common options: - BigQuery - Snowflake - PostgreSQL/Redshift - Databricks Use ~~data warehouse tools (query and schema) to connect. If unclear, check available MCP tools in the current session. Step 2: Explore the schema Use ~~data warehouse schema tools to: 1. List available datasets/schemas 2. Identify the most important tables (ask user: "Which 3-5 tables do analysts query most often?") 3. Pull schema details for those key tables Sample exploratio
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Frequently asked questions
What is data-context-extractor?
data-context-extractor is a open-source AI agent skill with Copy skill directory. Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.
Who is data-context-extractor best for?
data-context-extractor is best for reusing agent instructions, scripts, and references, database workflows, data analysis workflows.
How do I install data-context-extractor?
Install or run data-context-extractor using Copy skill directory. Check data-context-extractor for the latest setup command.
Is data-context-extractor actively maintained?
data-context-extractor may need a closer maintenance check before production use.
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