---
stable_id: skills/knowledge-work-plugins-data-skills-data-context-extractor-skill
type: skills
title: data-context-extractor
summary: >-
  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.
tags:
  - source-knowledge-work-plugins
  - plugin-data
  - plugin-component-skills
  - plugin-skill
  - category-data-analytics
source_url: https://raw.githubusercontent.com/anthropics/knowledge-work-plugins/main/data/skills/data-context-extractor/SKILL.md
license: ""
upstream_ref: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/data-context-extractor/SKILL.md
github_stars: null
github_forks: null
github_is_organization: null
retrieved_at: 2026-06-11T08:31:55.030Z
content_sha256: 6d05dec52ac3667b551898b9eb943f5ee08141bc8d2fabb69a8e39bb9ce7c754
---
