Data Context Extractor: free AI skill for data

What the skill covers

The sections of its instructions, in order.

01 How It Works
02 Bootstrap Mode
Phase 1: Database Connection & Discovery
Phase 2: Core Questions (Ask These)
Phase 3: Generate the Skill
Phase 4: Package and Deliver
03 Iteration Mode
Step 1: Load Existing Skill
Step 2: Identify the Gap
Step 3: Targeted Discovery
Step 4: Update and Repackage
04 Reference File Standards
For Table Documentation
For Metrics Documentation
For Entity Documentation
05 Quality Checklist

Reference files

5 files Phở can open while it uses the skill.

references/domain-template.md
references/example-output.md
references/skill-template.md
references/sql-dialects.md
scripts/package_data_skill.py

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Frequently asked questions

What does Data Context Extractor do?

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.

Is Data Context Extractor free to use?

Yes. Data Context Extractor is published by Anthropic under the Apache 2.0 licence, and you can use it with a free Phở account.

How do I use Data Context Extractor in Phở?

Press Open in Phở, then Try to apply it to your next message, or add the Data set so Phở loads it whenever a request matches.

Does Data Context Extractor need other tools?

Some steps expect a connected tool, such as a CRM or a document store. Without one, Phở does those steps with what you paste or upload. It also ships scripts, which Phở chat cannot run yet; Phở follows its written steps.