---
title: "Data Context Extractor - Air Market"
description: "Claude keeps missing the point on your data because it doesn't know your table names, your metric definitions, or what your team means by a given word. This interviews your analysts, discovers what's…"
canonical: "https://airmarket.ai/app/data-context-extractor"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Data Context Extractor

Skill by [Anthropic](/@anthropics)

# Data Context Extractor

Teach Claude how your company talks about its own data

## What this does

Claude keeps missing the point on your data because it doesn't know your table names, your metric definitions, or what your team means by a given word. This interviews your analysts, discovers what's in the warehouse, and builds a skill that carries that knowledge. You can come back later and add more as gaps show up.

### Top 3 things it does for you

- Set up data analysis for your warehouse
- Capture how your team defines its metrics
- Add missing context about a domain or table

## Information

**Data Context Extractor at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Anthropic](/@anthropics) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 28 KB |
| Licence | Apache-2.0 |
| Repository | [anthropics/knowledge-work-plugins](https://github.com/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/data/skills/data-context-extractor) |
| GitHub stars | 23,642 (as of Nov 2026) |
| Installs | 3,201, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Data Context Extractor and flagged nothing. AIR's verdict: **safe**.

**What Data Context Extractor's check was run against**

|  |  |
| --- | --- |
| Commit | 9789ea78ad66e395a9c709146cacecdc14ce2abf |
| Content hash | 591dc8f41db8eb08673d6e4dcc68d259e2764fa8565f7c387367546838f2aef4 |
| Files read | [Browse the files at this exact commit](https://github.com/anthropics/knowledge-work-plugins/blob/9789ea78ad66e395a9c709146cacecdc14ce2abf/data/skills/data-context-extractor/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Data Context Extractor](/security/data-context-extractor)

## About Data Context Extractor

Generates or improves a company-specific data analysis skill by extracting tribal knowledge from analysts, so Claude understands your data warehouse, terminology, metric definitions, and common query patterns.

In bootstrap mode it discovers schemas, asks key questions, and generates an initial skill with reference files. Trigger it with things like 'create a data context skill', 'set up data analysis for our warehouse', or 'generate a data skill for \[company\]'.

In iteration mode it loads the existing skill, asks targeted questions, and appends or updates the reference files. Trigger it with 'add context about \[domain\]', 'the skill needs more info about \[topic\]', or 'update the data skill with \[metrics/tables/terminology\]'.

## What's inside

- SKILL.md - instructions
- references/domain-template.md - reference
- references/example-output.md - reference
- references/skill-template.md - reference
- references/sql-dialects.md - reference
- scripts/package_data_skill.py - script

## Questions

### Is Data Context Extractor safe to install?

AIR scanned this exact version of Data Context Extractor and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 9789ea78ad66, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/data-context-extractor.

### How do I install Data Context Extractor?

Open https://airmarket.ai/app/data-context-extractor on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/anthropics/knowledge-work-plugins/tree/9789ea78ad66e395a9c709146cacecdc14ce2abf/data/skills/data-context-extractor. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Anthropic](/@anthropics)

---

Canonical URL: <https://airmarket.ai/app/data-context-extractor>