---
title: "🧬 Article Data Fetcher - Air Market"
description: "A paper mentions data the authors deposited somewhere, but finding and downloading it is its own chore. Hand this a DOI or a PubMed ID and it locates those files in the public archives and fetches th…"
canonical: "https://airmarket.ai/app/article-data-fetcher"
---

[Air Market](/) / [Research](/category/research) / 🧬 Article Data Fetcher

Skill by [ClawBio](/@clawbio)

# 🧬 Article Data Fetcher

Turn a paper reference into the authors' actual data files

## What this does

A paper mentions data the authors deposited somewhere, but finding and downloading it is its own chore. Hand this a DOI or a PubMed ID and it locates those files in the public archives and fetches them. Useful when you want to work with a study's real data instead of just reading about it.

### Top 3 things it does for you

- Get the datasets behind a paper from its DOI
- Pull deposited files using only a PubMed ID
- Track down where authors parked their genomics data

## Information

**🧬 Article Data Fetcher at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [ClawBio](/@clawbio) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 0.1.0 |
| Size | 64 KB |
| Licence | MIT |
| Repository | [ClawBio/ClawBio](https://github.com/ClawBio/ClawBio/tree/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/article-data-fetcher) |
| GitHub stars | 1,114 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of 🧬 Article Data Fetcher and flagged nothing. AIR's verdict: **safe**.

**What 🧬 Article Data Fetcher's check was run against**

|  |  |
| --- | --- |
| Commit | bc320c443e44f6b260fe1467c548c040d8cbd0d0 |
| Content hash | 97065443fa5edbe193a5a491d9219426568a0df9e35d3034f413e92de4b7da6e |
| Files read | [Browse the files at this exact commit](https://github.com/ClawBio/ClawBio/blob/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/article-data-fetcher/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 🧬 Article Data Fetcher](/security/article-data-fetcher)

## About 🧬 Article Data Fetcher

Give this an article DOI or a PubMed ID and it works out which genomics data files the authors deposited, then downloads them. It covers the common file types a study leaves behind, including VCF, FASTA, H5AD, CSV, JSON and BAM.

The search runs across public repositories where authors typically deposit, among them GEO, ENA, Zenodo, Figshare, Dryad and OSF, so you do not have to know in advance which one a given paper used.

## What's inside

- SKILL.md - instructions
- article_data_fetcher.py - script
- tests/test_article_data_fetcher.py - script
- WORKFLOW.md - reference

## Questions

### Is 🧬 Article Data Fetcher safe to install?

AIR scanned this exact version of 🧬 Article Data Fetcher and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit bc320c443e44, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/article-data-fetcher.

### How do I install 🧬 Article Data Fetcher?

Open https://airmarket.ai/app/article-data-fetcher 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/ClawBio/ClawBio/tree/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/article-data-fetcher. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by ClawBio](/@clawbio)

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Canonical URL: <https://airmarket.ai/app/article-data-fetcher>